marker_gene.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Marker gene database maker\n",
    "The purpose of this jupyter notebook is to run through a workflow of creating a blast database containing protein sequences of a given gene from a wide range of taxonomic groups that can be used to validate newly submitted sequences against. \n",
    "\n",
    "Broadly, this process involves the following steps: \n",
    "\n",
    "1. Starting with an Entrez query for the Gene database, download sequences and metadata for genes, transcripts and proteins using esearch/efetch\n",
    "2. Parse the data archive from step 1 to tabulate names and symbols for review\n",
    "3. Parse the data archive from step 1 to tabulate variability in the sequence lengths for review \n",
    "4. Given a set of taxonomic group identifiers, tabulate the number of sequences for each group that are present in the data archive\n",
    "5. Generate all-vs-all BLAST alignments \n",
    "6. Review the BLAST tabular output to make a list of accessions that are outliers or incorrect that need to be removed from the final BLAST database \n",
    "7. Generate a final BLAST database that can be used with VADR and other tools for validating newly submitted sequences."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/mcveigh/.local/lib/python3.7/site-packages/pandas/compat/__init__.py:117: UserWarning: Could not import the lzma module. Your installed Python is incomplete. Attempting to use lzma compression will result in a RuntimeError.\n",
      "  warnings.warn(msg)\n"
     ]
    }
   ],
   "source": [
    "import Bio\n",
    "import pandas as pd \n",
    "import matplotlib.pyplot as plt\n",
    "plt.style.use('ggplot')\n",
    "import os\n",
    "import sys\n",
    "import seaborn as sns\n",
    "#import numpy as np\n",
    "#from ete3 import NCBITaxa\n",
    "#ncbi = NCBITaxa()\n",
    "#ncbi.update_taxonomy_database()\n",
    "import subprocess"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Specify variables for Entrez query and download data\n",
    "\n",
    "Sequence and metadata are downloaded using esearch and efetch using an Entrez query variables provided by the user. The full entrez query is encoded in script gene_uid_query.sh\n",
    "\n",
    "\"esearch -db gene -query \"organism [ORGN] AND genename [GENE] mitochon AND alive [PROP] AND gene protein refseq [FILT] NOT rnatype mrna [PROP] NOT srcdb pdb [PROP] NOT uncultured NOT unverified\" | efetch -format uid | sort -n | uniq\"\n",
    "\n",
    "Variables are:\n",
    "1. gene (Name of gene (e.g., cytb))\n",
    "2. organism (Limit query by taxonomic group (e.g., mammalia))\n",
    "3. mitochondria (Restrict query to mitochondrial genes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 220,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time 250 seconds\r\n"
     ]
    }
   ],
   "source": [
    "!gene_uid_query.sh -organism arthropoda -gene cytb -mito | obtain_gene_datasets.sh\n",
    "gene_ids_file = 'gene_ids.txt'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tabulate unique names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_table = 'data_table.tsv'\n",
    "gene_names = 'gene_names.tsv'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 222,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "%%bash -s {data_table} {gene_names}\n",
    "\n",
    "data_table=$1\n",
    "gene_names=$2\n",
    "\n",
    "python3 scripts/unique.py ${data_table} > ${gene_names}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Gene Name</th>\n",
       "      <th>Count</th>\n",
       "      <th>Gene IDs</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>10002870</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1921</th>\n",
       "      <td>39342643</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1923</th>\n",
       "      <td>39410806</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1924</th>\n",
       "      <td>39410817</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1925</th>\n",
       "      <td>39411388</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>965</th>\n",
       "      <td>2847111</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>966</th>\n",
       "      <td>2847184</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>967</th>\n",
       "      <td>28479656</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>968</th>\n",
       "      <td>28481279</td>\n",
       "      <td>1</td>\n",
       "      <td>CYTB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2891</th>\n",
       "      <td>GENE_ID</td>\n",
       "      <td>1</td>\n",
       "      <td>gene_symbol</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2892 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Gene Name  Count     Gene IDs\n",
       "0     10002870      1         CYTB\n",
       "1921  39342643      1         CYTB\n",
       "1923  39410806      1         CYTB\n",
       "1924  39410817      1         CYTB\n",
       "1925  39411388      1         CYTB\n",
       "...        ...    ...          ...\n",
       "965    2847111      1         CYTB\n",
       "966    2847184      1         CYTB\n",
       "967   28479656      1         CYTB\n",
       "968   28481279      1         CYTB\n",
       "2891   GENE_ID      1  gene_symbol\n",
       "\n",
       "[2892 rows x 3 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df = pd.read_csv(gene_names, sep='\\t', header=None, names=['Gene Name', 'Count', 'Gene IDs'])\n",
    "display(df.sort_values(by=['Count'], ascending=False))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Summarize data table and calculate tax stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "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>gene_symbol</th>\n",
       "      <th>taxname</th>\n",
       "      <th>#taxid</th>\n",
       "      <th>genomic_range</th>\n",
       "      <th>orientation</th>\n",
       "      <th>location</th>\n",
       "      <th>protein_accession</th>\n",
       "      <th>protein_length</th>\n",
       "      <th>protein_name</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gene_id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>800081</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Triatoma dimidiata</td>\n",
       "      <td>72491</td>\n",
       "      <td>NC_002609.1:10252-11383</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802322</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lithobius forficatus</td>\n",
       "      <td>7552</td>\n",
       "      <td>NC_002629.1:8634-9767</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_071849.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802401</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Heterodoxus macropus</td>\n",
       "      <td>145266</td>\n",
       "      <td>NC_002651.1:4683-5783</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_073761.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802590</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cochliomyia hominivorax</td>\n",
       "      <td>115425</td>\n",
       "      <td>NC_002660.1:11607-12743</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_075459.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802687</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysomya putoria</td>\n",
       "      <td>235600</td>\n",
       "      <td>NC_002697.1:10410-11546</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_085093.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802999</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tetrodontophora bielanensis</td>\n",
       "      <td>48717</td>\n",
       "      <td>NC_002735.1:10302-11435</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_112432.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>803775</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Limulus polyphemus</td>\n",
       "      <td>6850</td>\n",
       "      <td>NC_003057.1:8783-9914</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_150612.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>803801</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pagurus longicarpus</td>\n",
       "      <td>111067</td>\n",
       "      <td>NC_003058.1:14269-15405</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_150627.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>803817</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tribolium castaneum</td>\n",
       "      <td>7070</td>\n",
       "      <td>NC_003081.2:10280-11417</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_203166.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804555</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Thyropygus sp. DVL-2001</td>\n",
       "      <td>174155</td>\n",
       "      <td>NC_003344.1:5145-6263</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_542489.1</td>\n",
       "      <td>372.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804572</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Narceus annularus</td>\n",
       "      <td>174156</td>\n",
       "      <td>NC_003343.1:5102-6220</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_542476.1</td>\n",
       "      <td>372.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804626</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Crioceris duodecimpunctata</td>\n",
       "      <td>184539</td>\n",
       "      <td>NC_003372.1:10274-11410</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_569071.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804647</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bombyx mandarina</td>\n",
       "      <td>7092</td>\n",
       "      <td>NC_003395.1:5391-6548</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_570622.1</td>\n",
       "      <td>385.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804913</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pyrocoelia rufa</td>\n",
       "      <td>71223</td>\n",
       "      <td>NC_003970.1:11916-13044</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_647573.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804927</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tigriopus japonicus</td>\n",
       "      <td>158387</td>\n",
       "      <td>NC_003979.1:4854-5984</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_652750.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>805190</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Panulirus japonicus</td>\n",
       "      <td>6736</td>\n",
       "      <td>NC_004251.1:8962-10096</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_694530.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>805463</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ixodes persulcatus</td>\n",
       "      <td>34615</td>\n",
       "      <td>NC_004370.1:9826-10906</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_739605.1</td>\n",
       "      <td>360.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>805648</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Thrips imaginis</td>\n",
       "      <td>159957</td>\n",
       "      <td>NC_004371.1:9650-10765</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_739615.1</td>\n",
       "      <td>371.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>806164</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Varroa destructor</td>\n",
       "      <td>109461</td>\n",
       "      <td>NC_004454.2:9771-10874</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_758884.1</td>\n",
       "      <td>367.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>806183</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Triops cancriformis</td>\n",
       "      <td>194544</td>\n",
       "      <td>NC_004465.1:10285-11421</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_775076.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>806580</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ornithodoros moubata</td>\n",
       "      <td>6938</td>\n",
       "      <td>NC_004357.1:9759-10859</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_722573.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>806824</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Antheraea pernyi</td>\n",
       "      <td>7119</td>\n",
       "      <td>NC_004622.2:10534-11682</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_803448.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>807570</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lepidopsocidae sp. RS-2001</td>\n",
       "      <td>159971</td>\n",
       "      <td>NC_004816.1:10483-11625</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_852174.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>807628</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Drosophila yakuba</td>\n",
       "      <td>7245</td>\n",
       "      <td>NC_001322.1:10515-11651</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_006913.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>807693</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Apis mellifera ligustica</td>\n",
       "      <td>7469</td>\n",
       "      <td>NC_001566.1:11004-12155</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_008093.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>807800</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Artemia franciscana</td>\n",
       "      <td>6661</td>\n",
       "      <td>NC_001620.1:9880-11025</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_007119.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>807959</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Locusta migratoria migratorioides</td>\n",
       "      <td>7005</td>\n",
       "      <td>NC_001712.1:10396-11535</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_007301.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808352</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ixodes hexagonus</td>\n",
       "      <td>34612</td>\n",
       "      <td>NC_002010.1:9831-10929</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_008508.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808368</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Rhipicephalus sanguineus</td>\n",
       "      <td>34632</td>\n",
       "      <td>NC_002074.1:13142-14218</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_008522.1</td>\n",
       "      <td>358.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808498</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Daphnia pulex</td>\n",
       "      <td>6669</td>\n",
       "      <td>NC_000844.1:10298-11431</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_008632.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808518</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ceratitis capitata</td>\n",
       "      <td>7213</td>\n",
       "      <td>NC_000857.1:10550-11686</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_008658.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808561</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Anopheles quadrimaculatus A</td>\n",
       "      <td>42377</td>\n",
       "      <td>NC_000875.1:10403-11539</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_008697.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808980</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Penaeus monodon</td>\n",
       "      <td>6687</td>\n",
       "      <td>NC_002184.1:10463-11599</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_038299.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>809262</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bombyx mori</td>\n",
       "      <td>7091</td>\n",
       "      <td>NC_002355.1:5362-6513</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_059473.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1267424</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Anopheles gambiae</td>\n",
       "      <td>7165</td>\n",
       "      <td>NC_002084.1:10413-11549</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_008080.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1482827</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Portunus trituberculatus</td>\n",
       "      <td>210409</td>\n",
       "      <td>NC_005037.1:9004-10138</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_872452.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2667821</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ixodes holocyclus</td>\n",
       "      <td>65647</td>\n",
       "      <td>NC_005293.1:9839-10920</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_945238.1</td>\n",
       "      <td>360.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2667839</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Carios capensis</td>\n",
       "      <td>176285</td>\n",
       "      <td>NC_005291.1:9751-10851</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_945212.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2667866</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Haemaphysalis flava</td>\n",
       "      <td>181088</td>\n",
       "      <td>NC_005292.1:13135-14201</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_945226.1</td>\n",
       "      <td>355.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2700038</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Vargula hilgendorfii</td>\n",
       "      <td>6674</td>\n",
       "      <td>NC_005306.1:8773-9906</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_954736.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2717262</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bactrocera oleae</td>\n",
       "      <td>104688</td>\n",
       "      <td>NC_005333.1:10446-11582</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_957753.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2746437</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tricholepidion gertschi</td>\n",
       "      <td>89825</td>\n",
       "      <td>NC_005437.1:10425-11564</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_976150.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2746447</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gomphiocephalus hodgsoni</td>\n",
       "      <td>221270</td>\n",
       "      <td>NC_005438.1:10384-11520</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_976163.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2760927</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Drosophila mauritiana</td>\n",
       "      <td>7226</td>\n",
       "      <td>NC_005779.1:10548-11684</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_987118.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2760940</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Drosophila sechellia</td>\n",
       "      <td>7238</td>\n",
       "      <td>NC_005780.1:10535-11671</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_982320.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2760965</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Drosophila simulans</td>\n",
       "      <td>7240</td>\n",
       "      <td>NC_005781.1:10556-11692</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_982333.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2767734</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ornithodoros porcinus</td>\n",
       "      <td>34594</td>\n",
       "      <td>NC_005820.1:9747-10843</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_996550.1</td>\n",
       "      <td>365.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2806497</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Scutigera coleoptrata</td>\n",
       "      <td>29022</td>\n",
       "      <td>NC_005870.1:11122-12237</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_015447.1</td>\n",
       "      <td>371.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2820599</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tetraclita japonica</td>\n",
       "      <td>240496</td>\n",
       "      <td>NC_008974.1:10156-11295</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_022498.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2827709</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cherax destructor</td>\n",
       "      <td>6723</td>\n",
       "      <td>NC_011243.1:12615-13749</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_022775.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2846659</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Haplopelma schmidti</td>\n",
       "      <td>29017</td>\n",
       "      <td>NC_005925.1:8289-9423</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_025747.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2846664</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Aleurodicus dugesii</td>\n",
       "      <td>30099</td>\n",
       "      <td>NC_005939.1:8679-9809</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_026063.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2846724</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pollicipes polymerus</td>\n",
       "      <td>36137</td>\n",
       "      <td>NC_005936.1:10255-11392</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_026025.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2846748</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Philaenus spumarius</td>\n",
       "      <td>36667</td>\n",
       "      <td>NC_005944.1:10216-11348</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_026128.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2846829</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Xibalbanus tulumensis</td>\n",
       "      <td>1519145</td>\n",
       "      <td>NC_005938.1:10263-11397</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_026051.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2846867</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Habronattus oregonensis</td>\n",
       "      <td>130930</td>\n",
       "      <td>NC_005942.1:9629-10733</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_026102.1</td>\n",
       "      <td>368.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2847111</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Songthela hangzhouensis</td>\n",
       "      <td>1649374</td>\n",
       "      <td>NC_005924.1:8469-9590</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_025734.1</td>\n",
       "      <td>373.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2847184</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Argulus americanus</td>\n",
       "      <td>260819</td>\n",
       "      <td>NC_005935.1:7901-9037</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_026006.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2866207</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Amblyomma triguttatum</td>\n",
       "      <td>65637</td>\n",
       "      <td>NC_005963.1:13164-14239</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_044790.1</td>\n",
       "      <td>358.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2914100</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Periplaneta fuliginosa</td>\n",
       "      <td>36977</td>\n",
       "      <td>NC_006076.1:10376-11507</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_054494.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2914117</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Podura aquatica</td>\n",
       "      <td>50589</td>\n",
       "      <td>NC_006075.1:10821-11957</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_054481.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2914134</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Triops longicaudatus</td>\n",
       "      <td>58777</td>\n",
       "      <td>NC_006079.1:10288-11421</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_054529.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2914143</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ixodes uriae</td>\n",
       "      <td>59655</td>\n",
       "      <td>NC_006078.1:9849-10930</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_054516.1</td>\n",
       "      <td>360.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2914165</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Thermobia domestica</td>\n",
       "      <td>89055</td>\n",
       "      <td>NC_006080.1:10363-11505</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_054542.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2914296</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Onychiurus orientalis</td>\n",
       "      <td>280588</td>\n",
       "      <td>NC_006074.1:10227-11381</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_054468.1</td>\n",
       "      <td>384.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2914315</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Squilla mantis</td>\n",
       "      <td>280675</td>\n",
       "      <td>NC_006081.1:10387-11523</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_054555.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2943518</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pteronarcys princeps</td>\n",
       "      <td>285953</td>\n",
       "      <td>NC_006133.1:10411-11547</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_063384.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2960278</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Schizaphis graminum</td>\n",
       "      <td>13262</td>\n",
       "      <td>NC_006158.1:9451-10566</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_073307.1</td>\n",
       "      <td>371.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2960667</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Neomaskellia andropogonis</td>\n",
       "      <td>266944</td>\n",
       "      <td>NC_006159.1:7242-8363</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_073318.1</td>\n",
       "      <td>373.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3021270</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Callinectes sapidus</td>\n",
       "      <td>6763</td>\n",
       "      <td>NC_006281.1:10248-11382</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_086839.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3021817</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Trialeurodes vaporariorum</td>\n",
       "      <td>88556</td>\n",
       "      <td>NC_006280.1:8791-9921</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_086825.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3021887</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Megabalanus volcano</td>\n",
       "      <td>266495</td>\n",
       "      <td>NC_006293.1:10051-11190</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_087068.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3021907</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tetraleurodes acaciae</td>\n",
       "      <td>267835</td>\n",
       "      <td>NC_006292.1:7236-8372</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_087052.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3077234</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bemisia tabaci</td>\n",
       "      <td>7038</td>\n",
       "      <td>NC_006279.1:7370-8503</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_086810.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3119891</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Dermatobia hominis</td>\n",
       "      <td>115427</td>\n",
       "      <td>NC_006378.1:10399-11535</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_133769.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3251035</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gryllotalpa orientalis</td>\n",
       "      <td>213494</td>\n",
       "      <td>NC_006678.1:10331-11462</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_192899.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3260129</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Aedes albopictus</td>\n",
       "      <td>7160</td>\n",
       "      <td>NC_006817.1:10449-11585</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_194922.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3293136</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Macrobrachium rosenbergii</td>\n",
       "      <td>79674</td>\n",
       "      <td>NC_006880.1:8929-10060</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_214006.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3332114</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Centruroides limpidus</td>\n",
       "      <td>6876</td>\n",
       "      <td>NC_006896.1:9718-10816</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_214899.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3332283</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Homalodisca vitripennis</td>\n",
       "      <td>197043</td>\n",
       "      <td>NC_006899.1:8729-9865</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_214937.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3332300</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pseudocarcinus gigas</td>\n",
       "      <td>205354</td>\n",
       "      <td>NC_006891.1:9029-10164</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_214833.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3332350</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nesomachilis australica</td>\n",
       "      <td>299218</td>\n",
       "      <td>NC_006895.1:10435-11571</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_214886.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3338382</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Harpiosquilla harpax</td>\n",
       "      <td>287944</td>\n",
       "      <td>NC_006916.1:8981-10117</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_220586.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3355545</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Eriocheir sinensis</td>\n",
       "      <td>95602</td>\n",
       "      <td>NC_006992.1:2780-3914</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_232823.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3416045</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Marsupenaeus japonicus</td>\n",
       "      <td>27405</td>\n",
       "      <td>NC_007010.1:10450-11585</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_238266.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3416094</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Haematobia irritans irritans</td>\n",
       "      <td>75445</td>\n",
       "      <td>NC_007102.1:10398-11534</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_245508.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3481569</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Leptotrombidium pallidum</td>\n",
       "      <td>279272</td>\n",
       "      <td>NC_007177.1:9396-10454</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_254681.1</td>\n",
       "      <td>352.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3523617</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lepeophtheirus salmonis</td>\n",
       "      <td>72036</td>\n",
       "      <td>NC_007215.1:13740-14912</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_271856.1</td>\n",
       "      <td>390.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3530103</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Japyx solifugus</td>\n",
       "      <td>296598</td>\n",
       "      <td>NC_007214.1:10266-11397</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_271843.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3655138</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Geothelphusa dehaani</td>\n",
       "      <td>290333</td>\n",
       "      <td>NC_007379.1:14872-16006</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_308867.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3703632</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Squilla empusa</td>\n",
       "      <td>84350</td>\n",
       "      <td>NC_007444.1:8977-10113</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_337873.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3703654</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gonodactylus chiragra</td>\n",
       "      <td>85123</td>\n",
       "      <td>NC_007442.1:8975-10111</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_337847.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3703687</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lysiosquillina maculata</td>\n",
       "      <td>344752</td>\n",
       "      <td>NC_007443.1:9028-10164</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_337860.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3776034</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Leptotrombidium deliense</td>\n",
       "      <td>299467</td>\n",
       "      <td>NC_007600.1:8503-9559</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_398816.1</td>\n",
       "      <td>352.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3776045</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Leptotrombidium akamushi</td>\n",
       "      <td>299468</td>\n",
       "      <td>NC_007601.1:8493-9549</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_398829.1</td>\n",
       "      <td>352.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3854455</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Petrobius brevistylis</td>\n",
       "      <td>50562</td>\n",
       "      <td>NC_007688.1:10529-11665</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_448749.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3854592</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sclerophasma paresisense</td>\n",
       "      <td>253126</td>\n",
       "      <td>NC_007701.1:10391-11525</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_448918.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3854633</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tamolanica tamolana</td>\n",
       "      <td>267124</td>\n",
       "      <td>NC_007702.1:10683-11818</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_448931.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3952846</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Campanulotes bidentatus compar</td>\n",
       "      <td>135595</td>\n",
       "      <td>NC_007884.1:6881-8005</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_514609.1</td>\n",
       "      <td>374.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4055790</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Coreana raphaelis</td>\n",
       "      <td>334015</td>\n",
       "      <td>NC_007976.1:10527-11670</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_588094.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4097522</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Trichonephila clavata</td>\n",
       "      <td>2740835</td>\n",
       "      <td>NC_008063.1:5273-6403</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_626387.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4108536</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Adoxophyes honmai</td>\n",
       "      <td>85585</td>\n",
       "      <td>NC_008141.1:10716-11861</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_637125.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4171594</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Anoplophora glabripennis</td>\n",
       "      <td>217634</td>\n",
       "      <td>NC_008221.1:10269-11408</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_659523.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4177879</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Campodea fragilis</td>\n",
       "      <td>383857</td>\n",
       "      <td>NC_008233.1:10291-11433</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_665523.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4177891</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Campodea lubbocki</td>\n",
       "      <td>383858</td>\n",
       "      <td>NC_008234.1:10205-11344</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_665536.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4266864</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Vanhornia eucnemidarum</td>\n",
       "      <td>32432</td>\n",
       "      <td>NC_008323.1:12528-13667</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_740081.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4356559</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Halocaridina rubra</td>\n",
       "      <td>373956</td>\n",
       "      <td>NC_008413.1:9014-10150</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_778666.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4363490</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Scutigerella causeyae</td>\n",
       "      <td>388540</td>\n",
       "      <td>NC_008453.1:8610-9746</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_784044.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4480373</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nymphon gracile</td>\n",
       "      <td>136195</td>\n",
       "      <td>NC_008572.1:4058-5182</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_863647.1</td>\n",
       "      <td>374.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4657580</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bactrocera dorsalis</td>\n",
       "      <td>27457</td>\n",
       "      <td>NC_008748.1:10540-11674</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_961393.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4657664</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Capitulum mitella</td>\n",
       "      <td>41070</td>\n",
       "      <td>NC_008742.1:4814-5953</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_961309.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4669988</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Simosyrphus grandicornis</td>\n",
       "      <td>290412</td>\n",
       "      <td>NC_008754.1:10564-11700</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_973126.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4670010</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Trichophthalma punctata</td>\n",
       "      <td>395991</td>\n",
       "      <td>NC_008755.1:10394-11528</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_973139.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4670022</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cydistomyia duplonotata</td>\n",
       "      <td>395993</td>\n",
       "      <td>NC_008756.1:10435-11570</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_973152.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4788295</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tigriopus californicus</td>\n",
       "      <td>6832</td>\n",
       "      <td>NC_008831.2:4842-5972</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001023780.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4924546</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metaseiulus occidentalis</td>\n",
       "      <td>34638</td>\n",
       "      <td>NC_009093.1:13-1086</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001095994.1</td>\n",
       "      <td>357.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4924553</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metaseiulus occidentalis</td>\n",
       "      <td>34638</td>\n",
       "      <td>NC_009093.1:15053-16126</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001096005.1</td>\n",
       "      <td>357.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5132708</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bothropolys sp. SP-2004</td>\n",
       "      <td>292347</td>\n",
       "      <td>NC_009458.1:12909-14043</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001218728.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5183217</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Reticulitermes flavipes</td>\n",
       "      <td>36989</td>\n",
       "      <td>NC_009498.1:10439-11569</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001256898.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5183228</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Reticulitermes virginicus</td>\n",
       "      <td>57123</td>\n",
       "      <td>NC_009500.1:10449-11579</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001256924.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5183283</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Reticulitermes hageni</td>\n",
       "      <td>93199</td>\n",
       "      <td>NC_009501.1:10444-11574</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001256937.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5183314</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Reticulitermes santonensis</td>\n",
       "      <td>127387</td>\n",
       "      <td>NC_009499.1:10439-11569</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001256911.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5333206</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Litopenaeus vannamei</td>\n",
       "      <td>6689</td>\n",
       "      <td>NC_009626.1:10456-11591</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001315043.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5333402</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Fenneropenaeus chinensis</td>\n",
       "      <td>139456</td>\n",
       "      <td>NC_009679.1:8999-10135</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001382118.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5469268</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lucilia sericata</td>\n",
       "      <td>13632</td>\n",
       "      <td>NC_009733.1:11525-12661</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001425550.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5480585</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Mesobuthus martensii</td>\n",
       "      <td>34649</td>\n",
       "      <td>NC_009738.1:9737-10840</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001427353.1</td>\n",
       "      <td>367.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5563293</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bactrocera carambolae</td>\n",
       "      <td>69614</td>\n",
       "      <td>NC_009772.1:10541-11677</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001434551.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5601635</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Culicoides arakawae</td>\n",
       "      <td>198116</td>\n",
       "      <td>NC_009809.1:12258-13394</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001468385.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5626925</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ruspolia dubia</td>\n",
       "      <td>441267</td>\n",
       "      <td>NC_009876.1:10400-11536</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001491569.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5729725</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pyrophorus divergens</td>\n",
       "      <td>423334</td>\n",
       "      <td>NC_009964.1:10272-11403</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001542589.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5729884</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Anabrus simplex</td>\n",
       "      <td>316456</td>\n",
       "      <td>NC_009967.1:10382-11516</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001542727.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5739949</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bothriometopus macrocnemis</td>\n",
       "      <td>475769</td>\n",
       "      <td>NC_009983.1:11342-12439</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001552109.1</td>\n",
       "      <td>365.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5740953</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pseudocellus pearsei</td>\n",
       "      <td>58148</td>\n",
       "      <td>NC_009985.1:8593-9697</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001552176.1</td>\n",
       "      <td>368.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5758752</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nothopuga sp. 1 LP-2008</td>\n",
       "      <td>504482</td>\n",
       "      <td>NC_009984.1:8654-9764</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001552163.1</td>\n",
       "      <td>370.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5846313</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Oxya chinensis</td>\n",
       "      <td>165482</td>\n",
       "      <td>NC_010219.1:10398-11543</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001648711.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5846699</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Antrokoreana gracilipes</td>\n",
       "      <td>364406</td>\n",
       "      <td>NC_010221.1:6376-7488</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001648734.1</td>\n",
       "      <td>370.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5848754</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Manduca sexta</td>\n",
       "      <td>7130</td>\n",
       "      <td>NC_010266.1:10683-11837</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001650760.1</td>\n",
       "      <td>384.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6159543</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phthonandria atrilineata</td>\n",
       "      <td>339843</td>\n",
       "      <td>NC_010522.1:10528-11679</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001789013.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6164212</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tetranychus urticae</td>\n",
       "      <td>32264</td>\n",
       "      <td>NC_010526.1:7620-8684</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001795379.1</td>\n",
       "      <td>354.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6172301</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Orchesella villosa</td>\n",
       "      <td>48706</td>\n",
       "      <td>NC_010534.1:10238-11369</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001798491.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6172320</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Trigoniophthalmus alternatus</td>\n",
       "      <td>50637</td>\n",
       "      <td>NC_010532.1:10591-11727</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001798465.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6172329</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Friesea antarctica</td>\n",
       "      <td>2720488</td>\n",
       "      <td>NC_010535.1:10686-11815</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001798504.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6172353</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sminthurus viridis</td>\n",
       "      <td>109609</td>\n",
       "      <td>NC_010536.1:10235-11363</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001798517.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6172494</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cryptopygus antarcticus</td>\n",
       "      <td>187623</td>\n",
       "      <td>NC_010533.1:10394-11528</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001798478.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6197850</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pieris melete</td>\n",
       "      <td>270461</td>\n",
       "      <td>NC_010568.1:10392-11543</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001816823.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6220787</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Walchia hayashii</td>\n",
       "      <td>436352</td>\n",
       "      <td>NC_010595.1:1-1087</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001837107.1</td>\n",
       "      <td>362.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6237570</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Saturnia boisduvalii</td>\n",
       "      <td>37777</td>\n",
       "      <td>NC_010613.1:10500-11660</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001853761.1</td>\n",
       "      <td>386.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6335786</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Buthus occitanus</td>\n",
       "      <td>6868</td>\n",
       "      <td>NC_010765.1:9859-10960</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001936222.1</td>\n",
       "      <td>367.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6335914</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phalangium opilio</td>\n",
       "      <td>118624</td>\n",
       "      <td>NC_010766.1:12138-13269</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001936235.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6335924</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Hypochilus thorelli</td>\n",
       "      <td>139869</td>\n",
       "      <td>NC_010777.1:9419-10549</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001936591.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6336118</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Eremobates cf. palpisetulosus SEM-2008</td>\n",
       "      <td>507470</td>\n",
       "      <td>NC_010779.1:10027-11142</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001936617.1</td>\n",
       "      <td>371.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6336158</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Uroctonus mordax</td>\n",
       "      <td>507508</td>\n",
       "      <td>NC_010782.1:9975-11096</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001936656.1</td>\n",
       "      <td>373.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6390649</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Rhagophthalmus lufengensis</td>\n",
       "      <td>398797</td>\n",
       "      <td>NC_010969.1:10060-11193</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001974642.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6407554</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Rhagophthalmus ohbai</td>\n",
       "      <td>71225</td>\n",
       "      <td>NC_010964.1:10056-11187</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001974577.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6417780</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bombus ignitus</td>\n",
       "      <td>130704</td>\n",
       "      <td>NC_010967.1:10879-12023</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_001974616.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6446608</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Unionicola foili</td>\n",
       "      <td>350889</td>\n",
       "      <td>NC_011036.1:9218-10313</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002003298.1</td>\n",
       "      <td>365.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6654187</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chorthippus chinensis</td>\n",
       "      <td>454920</td>\n",
       "      <td>NC_011095.1:10396-11535</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002117521.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6740830</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Oedaleus decorus asiaticus</td>\n",
       "      <td>244712</td>\n",
       "      <td>NC_011115.1:10394-11532</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002117917.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6740854</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gastrimargus marmoratus</td>\n",
       "      <td>267434</td>\n",
       "      <td>NC_011114.1:10395-11533</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002117904.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6741632</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Locusta migratoria migratoria</td>\n",
       "      <td>238695</td>\n",
       "      <td>NC_011119.1:10398-11536</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002117969.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6742743</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ochrogaster lunifer</td>\n",
       "      <td>319761</td>\n",
       "      <td>NC_011128.1:10741-11895</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002122323.1</td>\n",
       "      <td>384.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6870557</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bilobella aurantiaca</td>\n",
       "      <td>106915</td>\n",
       "      <td>NC_011195.1:10790-11947</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002213623.1</td>\n",
       "      <td>385.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6870662</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gampsocleis gratiosa</td>\n",
       "      <td>420844</td>\n",
       "      <td>NC_011200.1:10366-11500</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002213688.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6870680</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Atelura formicaria</td>\n",
       "      <td>459531</td>\n",
       "      <td>NC_011197.1:10328-11459</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002213649.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6921905</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Polystoechotes punctata</td>\n",
       "      <td>2028677</td>\n",
       "      <td>NC_011278.1:10503-11639</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002229163.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6921934</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Corydalus cornutus</td>\n",
       "      <td>559164</td>\n",
       "      <td>NC_011276.1:10326-11462</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002229137.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6921948</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ascaloptynx appendiculata</td>\n",
       "      <td>2028591</td>\n",
       "      <td>NC_011277.1:10426-11562</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002229150.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6941181</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Damon diadema</td>\n",
       "      <td>317680</td>\n",
       "      <td>NC_011293.1:8733-9836</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002242164.1</td>\n",
       "      <td>367.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6947178</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Acrida willemsei</td>\n",
       "      <td>227550</td>\n",
       "      <td>NC_011303.1:10404-11545</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002261363.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6947214</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Myrmecophilus manni</td>\n",
       "      <td>270849</td>\n",
       "      <td>NC_011301.1:10211-11341</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002261337.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6947250</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Calliptamus italicus</td>\n",
       "      <td>334752</td>\n",
       "      <td>NC_011305.1:10452-11591</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002261389.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6947300</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gryllotalpa pluvialis</td>\n",
       "      <td>552513</td>\n",
       "      <td>NC_011302.1:10336-11467</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002261350.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6947320</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Troglophilus neglectus</td>\n",
       "      <td>552514</td>\n",
       "      <td>NC_011306.1:10836-11970</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002261402.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6962710</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Trachypachus holmbergi</td>\n",
       "      <td>60840</td>\n",
       "      <td>NC_011329.1:10456-11592</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002265612.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6962724</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Priasilpha obscura</td>\n",
       "      <td>295936</td>\n",
       "      <td>NC_011326.1:10478-11617</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002265573.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6962829</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cyphon sp. BT0012</td>\n",
       "      <td>546486</td>\n",
       "      <td>NC_011320.1:10492-11628</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002265495.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6962843</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sphaerius sp. BT0074</td>\n",
       "      <td>546487</td>\n",
       "      <td>NC_011322.1:10356-11488</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002265521.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6962857</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chaetosoma scaritides</td>\n",
       "      <td>546502</td>\n",
       "      <td>NC_011324.1:10288-11424</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002265547.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6962871</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tetraphalerus bruchi</td>\n",
       "      <td>546504</td>\n",
       "      <td>NC_011328.1:10273-11409</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002265599.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6973040</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Parafronurus youi</td>\n",
       "      <td>490128</td>\n",
       "      <td>NC_011359.1:10451-11585</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002274313.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7012368</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Protohermes concolorus</td>\n",
       "      <td>508445</td>\n",
       "      <td>NC_011524.1:10334-11468</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002302555.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7042808</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Steganacarus magnus</td>\n",
       "      <td>52000</td>\n",
       "      <td>NC_011574.1:7988-9050</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002317282.1</td>\n",
       "      <td>354.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7042962</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Symphylella sp. YG-2006</td>\n",
       "      <td>390856</td>\n",
       "      <td>NC_011572.1:11860-12964</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002317256.1</td>\n",
       "      <td>368.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7055885</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Acyrthosiphon pisum</td>\n",
       "      <td>7029</td>\n",
       "      <td>NC_011594.1:10297-11412</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002323941.1</td>\n",
       "      <td>371.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7055917</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Drosophila littoralis</td>\n",
       "      <td>47316</td>\n",
       "      <td>NC_011596.1:10573-11707</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002327413.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7055924</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Eriocheir japonica</td>\n",
       "      <td>95603</td>\n",
       "      <td>NC_011597.1:2780-3914</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002327418.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7055938</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Eriocheir hepuensis</td>\n",
       "      <td>168195</td>\n",
       "      <td>NC_011598.1:2781-3915</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002327431.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7095541</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pedetontus silvestrii</td>\n",
       "      <td>518099</td>\n",
       "      <td>NC_011717.1:10457-11593</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002364612.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7113296</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nezara viridula</td>\n",
       "      <td>85310</td>\n",
       "      <td>NC_011755.1:10304-11440</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002418805.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7256386</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Deracantha onos</td>\n",
       "      <td>441219</td>\n",
       "      <td>NC_011813.1:10371-11505</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002456254.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7256496</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Teleogryllus emma</td>\n",
       "      <td>62746</td>\n",
       "      <td>NC_011823.1:10319-11454</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002456383.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7256511</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Atractomorpha sinensis</td>\n",
       "      <td>244711</td>\n",
       "      <td>NC_011824.1:10353-11490</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002456396.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7256552</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phlaeoba albonema</td>\n",
       "      <td>491859</td>\n",
       "      <td>NC_011827.1:10445-11587</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002456435.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7323898</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bombus hypocrita sapporensis</td>\n",
       "      <td>1079038</td>\n",
       "      <td>NC_011923.1:11080-12220</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002519431.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7411819</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Litopenaeus stylirostris</td>\n",
       "      <td>29019</td>\n",
       "      <td>NC_012060.1:10455-11591</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002587084.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7557585</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Aspidytes niobe</td>\n",
       "      <td>183865</td>\n",
       "      <td>NC_012139.1:10195-11331</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002640534.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7557675</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Hydroscapha granulum</td>\n",
       "      <td>426698</td>\n",
       "      <td>NC_012144.1:8181-9326</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002640598.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7564640</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Macrobrachium lanchesteri</td>\n",
       "      <td>82204</td>\n",
       "      <td>NC_012217.1:8922-10056</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002650703.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7564656</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Dermatophagoides pteronyssinus</td>\n",
       "      <td>6956</td>\n",
       "      <td>NC_012218.1:12916-14019</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002650718.1</td>\n",
       "      <td>367.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7670137</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Dysdercus cingulatus</td>\n",
       "      <td>191328</td>\n",
       "      <td>NC_012421.1:10293-11418</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002791170.1</td>\n",
       "      <td>375.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7670222</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Geocoris pallidipennis</td>\n",
       "      <td>300797</td>\n",
       "      <td>NC_012424.1:10263-11394</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002727921.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7670250</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Orius niger</td>\n",
       "      <td>82746</td>\n",
       "      <td>NC_012429.1:10173-11309</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002727947.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7670264</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Physopelta gutta</td>\n",
       "      <td>209986</td>\n",
       "      <td>NC_012432.1:10386-11517</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002727960.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7671877</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Aeschyntelus notatus</td>\n",
       "      <td>498933</td>\n",
       "      <td>NC_012446.1:10199-11333</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002791235.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7671907</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Paracyclopina nana</td>\n",
       "      <td>565004</td>\n",
       "      <td>NC_012455.1:10105-11233</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002735002.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7671955</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Coptosoma bifaria</td>\n",
       "      <td>498928</td>\n",
       "      <td>NC_012449.1:10236-11367</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002734956.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7671994</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Hydaropsis longirostris</td>\n",
       "      <td>498947</td>\n",
       "      <td>NC_012456.1:10206-11343</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002735016.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7672023</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Malcus inconspicuus</td>\n",
       "      <td>498929</td>\n",
       "      <td>NC_012458.1:10085-11216</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002735042.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7672037</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Neuroctenus parus</td>\n",
       "      <td>498951</td>\n",
       "      <td>NC_012459.1:10022-11153</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002735055.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7672045</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phaenacantha marcida</td>\n",
       "      <td>498930</td>\n",
       "      <td>NC_012460.1:10217-11348</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002735068.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7672065</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Riptortus pedestris</td>\n",
       "      <td>329032</td>\n",
       "      <td>NC_012462.1:10452-11591</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002735081.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7672079</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Saldula arsenjevi</td>\n",
       "      <td>498931</td>\n",
       "      <td>NC_012463.1:10329-11463</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002735094.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7672093</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Yemmalysus parallelus</td>\n",
       "      <td>498953</td>\n",
       "      <td>NC_012464.1:10241-11371</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002735107.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7768683</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Scylla serrata</td>\n",
       "      <td>6761</td>\n",
       "      <td>NC_012565.1:9017-10151</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002808468.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7768738</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Scylla olivacea</td>\n",
       "      <td>85551</td>\n",
       "      <td>NC_012569.1:9014-10148</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002808534.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7768764</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Panonychus ulmi</td>\n",
       "      <td>50024</td>\n",
       "      <td>NC_012571.1:7641-8705</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002808558.1</td>\n",
       "      <td>354.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7768779</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Scylla paramamosain</td>\n",
       "      <td>85552</td>\n",
       "      <td>NC_012572.1:9039-10173</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002808573.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7768785</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tachypleus tridentatus</td>\n",
       "      <td>6853</td>\n",
       "      <td>NC_012574.1:10201-11329</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002808600.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7768883</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Exopalaemon carinicauda</td>\n",
       "      <td>392227</td>\n",
       "      <td>NC_012566.1:8961-10095</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002808481.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7768896</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Scylla tranquebarica</td>\n",
       "      <td>85553</td>\n",
       "      <td>NC_012567.1:9028-10162</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002808494.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7802895</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Geisha distinctissima</td>\n",
       "      <td>130583</td>\n",
       "      <td>NC_012617.1:10084-11205</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002836178.1</td>\n",
       "      <td>373.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7804407</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Davidius lunatus</td>\n",
       "      <td>318828</td>\n",
       "      <td>NC_012644.1:10442-11573</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002860169.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7804421</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ephemera orientalis</td>\n",
       "      <td>515277</td>\n",
       "      <td>NC_012645.1:10454-11588</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002860182.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7872302</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cephus cinctus</td>\n",
       "      <td>211228</td>\n",
       "      <td>NC_012688.1:10676-11818</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002889394.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7872316</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Orussus occidentalis</td>\n",
       "      <td>576952</td>\n",
       "      <td>NC_012689.1:10373-11506</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002889407.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7901845</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Diadegma semiclausum</td>\n",
       "      <td>208481</td>\n",
       "      <td>NC_012708.1:12070-13206</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002907411.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7922596</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Eriogyna pyretorum</td>\n",
       "      <td>364026</td>\n",
       "      <td>NC_012727.1:10521-11672</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002916052.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7943039</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Antheraea yamamai</td>\n",
       "      <td>7121</td>\n",
       "      <td>NC_012739.1:10504-11658</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002922071.1</td>\n",
       "      <td>384.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7943811</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Farfantepenaeus californiensis</td>\n",
       "      <td>171294</td>\n",
       "      <td>NC_012738.1:10452-11587</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002922058.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7944375</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysochroa fulgidissima</td>\n",
       "      <td>543396</td>\n",
       "      <td>NC_012765.1:10309-11448</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002929359.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7996384</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Laccotrephes robustus</td>\n",
       "      <td>575834</td>\n",
       "      <td>NC_012817.1:10248-11382</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002970618.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7996398</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Enithares tibialis</td>\n",
       "      <td>575841</td>\n",
       "      <td>NC_012819.1:10293-11427</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002970720.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7996477</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Valentia hoffmanni</td>\n",
       "      <td>575843</td>\n",
       "      <td>NC_012823.1:10593-11724</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002970772.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7996609</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lycorma delicatula</td>\n",
       "      <td>130591</td>\n",
       "      <td>NC_012835.1:10113-11231</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002970939.1</td>\n",
       "      <td>372.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7996680</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Aquarius paludum</td>\n",
       "      <td>95691</td>\n",
       "      <td>NC_012841.1:10266-11400</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002971017.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7996694</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Hydrometra greeni</td>\n",
       "      <td>1492928</td>\n",
       "      <td>NC_012842.1:10409-11540</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002971030.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7996736</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ilyocoris cimicoides</td>\n",
       "      <td>280203</td>\n",
       "      <td>NC_012845.1:10280-11414</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002971069.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7996788</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nerthra indica</td>\n",
       "      <td>1249914</td>\n",
       "      <td>NC_012838.1:10323-11457</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002970978.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8097100</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Stictopleurus subviridis</td>\n",
       "      <td>319428</td>\n",
       "      <td>NC_012888.1:10312-11446</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_002995752.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8097128</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lymantria dispar</td>\n",
       "      <td>13123</td>\n",
       "      <td>NC_012893.1:10639-11796</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003001968.1</td>\n",
       "      <td>385.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8097361</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Blattella germanica</td>\n",
       "      <td>6973</td>\n",
       "      <td>NC_012901.1:10363-11496</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003002162.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8220986</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx longipes</td>\n",
       "      <td>510302</td>\n",
       "      <td>NC_013032.1:1-1137</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003084313.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8250890</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Rhopalomyia pomum</td>\n",
       "      <td>608481</td>\n",
       "      <td>NC_013063.1:9964-11080</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003097086.1</td>\n",
       "      <td>372.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8250931</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Mayetiola destructor</td>\n",
       "      <td>39758</td>\n",
       "      <td>NC_013066.1:9906-11033</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003097124.1</td>\n",
       "      <td>375.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8303635</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Psacothea hilaris</td>\n",
       "      <td>157325</td>\n",
       "      <td>NC_013070.1:10272-11411</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003097175.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8382036</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Neopanorpa pulchra</td>\n",
       "      <td>557178</td>\n",
       "      <td>NC_013180.1:10380-11514</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003162731.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8382100</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Dermatophagoides farinae</td>\n",
       "      <td>6954</td>\n",
       "      <td>NC_013184.1:12999-14099</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003162784.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8382114</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ramulus hainanense</td>\n",
       "      <td>556494</td>\n",
       "      <td>NC_013185.1:10239-11370</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003162796.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445095</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Evania appendigaster</td>\n",
       "      <td>27486</td>\n",
       "      <td>NC_013238.1:11090-12253</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204693.1</td>\n",
       "      <td>387.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445123</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Schistocerca gregaria gregaria</td>\n",
       "      <td>670319</td>\n",
       "      <td>NC_013240.1:10418-11557</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204719.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445263</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Charybdis japonica</td>\n",
       "      <td>80839</td>\n",
       "      <td>NC_013246.1:8987-10121</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204796.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445347</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Macrogyrus oblongus</td>\n",
       "      <td>528226</td>\n",
       "      <td>NC_013249.1:10428-11562</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204836.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445404</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Mongoloraphidia harmandi</td>\n",
       "      <td>633873</td>\n",
       "      <td>NC_013251.1:10224-11360</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204862.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445501</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Mordella atrata</td>\n",
       "      <td>633874</td>\n",
       "      <td>NC_013254.1:10212-11346</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204899.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445529</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sialis hamata</td>\n",
       "      <td>173823</td>\n",
       "      <td>NC_013256.1:10384-11518</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204937.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445557</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ditaxis biseriata</td>\n",
       "      <td>560959</td>\n",
       "      <td>NC_013257.1:10506-11640</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204950.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8445574</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Rhopaea magnicornis</td>\n",
       "      <td>272071</td>\n",
       "      <td>NC_013252.1:10306-11446</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003204875.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8457892</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Halyomorpha halys</td>\n",
       "      <td>286706</td>\n",
       "      <td>NC_013272.1:10306-11445</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003208165.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8560263</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Stylochyrus rarior</td>\n",
       "      <td>679428</td>\n",
       "      <td>NC_013474.2:9789-10899</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003288848.1</td>\n",
       "      <td>370.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8560554</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Xenograpsus testudinatus</td>\n",
       "      <td>533011</td>\n",
       "      <td>NC_013480.1:5372-6506</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003289022.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8655928</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Adelium sp. NCS-2009</td>\n",
       "      <td>590155</td>\n",
       "      <td>NC_013554.1:10959-12089</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003331014.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8656338</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chauliognathus opacus</td>\n",
       "      <td>528223</td>\n",
       "      <td>NC_013576.1:10194-11292</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003331300.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8656390</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lucanus mazama</td>\n",
       "      <td>590157</td>\n",
       "      <td>NC_013578.1:10544-11684</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003331326.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8656442</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Acmaeodera sp. NCS-2009</td>\n",
       "      <td>590154</td>\n",
       "      <td>NC_013580.1:10310-11452</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003331352.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8656494</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Apatides fortis</td>\n",
       "      <td>590156</td>\n",
       "      <td>NC_013582.1:10223-11366</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003331378.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8673044</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Acraea issoria</td>\n",
       "      <td>378386</td>\n",
       "      <td>NC_013604.1:10393-11541</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003345045.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8690265</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ognevia longipennis</td>\n",
       "      <td>133961</td>\n",
       "      <td>NC_013701.1:10399-11538</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003359203.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8690321</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Laodelphax striatella</td>\n",
       "      <td>195883</td>\n",
       "      <td>NC_013706.1:10281-11384</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003359337.1</td>\n",
       "      <td>367.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8690584</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gandalfus yunohana</td>\n",
       "      <td>585898</td>\n",
       "      <td>NC_013713.1:9019-10153</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003359521.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8774407</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Onisimus nanseni</td>\n",
       "      <td>583350</td>\n",
       "      <td>NC_013819.1:5235-6374</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003433910.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8774454</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Siphlonurus immanis</td>\n",
       "      <td>590132</td>\n",
       "      <td>NC_013822.1:10419-11553</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003433952.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8774620</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Traulia szetschuanensis</td>\n",
       "      <td>227627</td>\n",
       "      <td>NC_013826.1:10397-11536</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003434076.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8774746</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Prumna arctica</td>\n",
       "      <td>614657</td>\n",
       "      <td>NC_013835.1:10403-11542</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003434193.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8775079</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gomphocerus licenti</td>\n",
       "      <td>647970</td>\n",
       "      <td>NC_013847.1:10412-11550</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003434454.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8846980</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Hypoderma lineatum</td>\n",
       "      <td>7389</td>\n",
       "      <td>NC_013932.1:10371-11507</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003495090.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8889951</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Eophreatoicus sp. 14 FK-2009</td>\n",
       "      <td>622658</td>\n",
       "      <td>NC_013976.1:8410-9534</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003540690.1</td>\n",
       "      <td>374.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9072808</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phytoseiulus persimilis</td>\n",
       "      <td>44414</td>\n",
       "      <td>NC_014049.1:6450-7538</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003587337.1</td>\n",
       "      <td>362.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9072898</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Parnassius bremeri</td>\n",
       "      <td>213924</td>\n",
       "      <td>NC_014053.1:10462-11610</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003587419.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9072911</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Papilio maraho</td>\n",
       "      <td>501396</td>\n",
       "      <td>NC_014055.1:10417-11560</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003587445.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9073166</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Hyphantria cunea</td>\n",
       "      <td>39466</td>\n",
       "      <td>NC_014058.1:10549-11697</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003587606.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9262494</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sasakia charonda</td>\n",
       "      <td>461137</td>\n",
       "      <td>NC_014224.1:10448-11599</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003708375.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9385118</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cotesia vestalis</td>\n",
       "      <td>217443</td>\n",
       "      <td>NC_014272.1:10511-11647</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003734712.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9385147</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Eupolyphaga sinensis</td>\n",
       "      <td>367774</td>\n",
       "      <td>NC_014274.1:10311-11442</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003734739.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9385161</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Anopheles darlingi</td>\n",
       "      <td>43151</td>\n",
       "      <td>NC_014275.1:10404-11540</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003734752.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9385203</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Spathius agrili</td>\n",
       "      <td>314331</td>\n",
       "      <td>NC_014278.1:11044-12180</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003734791.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9385325</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Liriomyza trifolii</td>\n",
       "      <td>198433</td>\n",
       "      <td>NC_014283.1:10397-11531</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003734909.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9385565</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Elimaea cheni</td>\n",
       "      <td>488323</td>\n",
       "      <td>NC_014289.1:10386-11525</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003735103.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9385634</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Spilonota lechriaspis</td>\n",
       "      <td>768146</td>\n",
       "      <td>NC_014294.1:10461-11609</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003735167.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9385648</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Apis cerana</td>\n",
       "      <td>7461</td>\n",
       "      <td>NC_014295.1:10918-12066</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003735180.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9480875</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Panulirus stimpsoni</td>\n",
       "      <td>71578</td>\n",
       "      <td>NC_014339.1:8966-10100</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003795252.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9481016</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Oratosquilla oratoria</td>\n",
       "      <td>337810</td>\n",
       "      <td>NC_014342.1:9069-10203</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003795358.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9481183</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Panonychus citri</td>\n",
       "      <td>50023</td>\n",
       "      <td>NC_014347.1:7611-8675</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003795552.1</td>\n",
       "      <td>354.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9481333</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gomphocerippus rufus</td>\n",
       "      <td>58560</td>\n",
       "      <td>NC_014349.1:10430-11569</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003795656.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9538339</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Teinopalpus aureus</td>\n",
       "      <td>202796</td>\n",
       "      <td>NC_014398.1:10430-11573</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003848719.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9538350</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tetranychus cinnabarinus</td>\n",
       "      <td>93129</td>\n",
       "      <td>NC_014399.1:7608-8672</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003848729.1</td>\n",
       "      <td>354.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9538417</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bactrocera minax</td>\n",
       "      <td>104690</td>\n",
       "      <td>NC_014402.1:10484-11620</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003848771.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9711097</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Euchorthippus fusigeniculatus</td>\n",
       "      <td>868577</td>\n",
       "      <td>NC_014449.1:10414-11550</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003856680.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9711111</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Mekongiana xiangchengensis</td>\n",
       "      <td>868576</td>\n",
       "      <td>NC_014450.1:10393-11528</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003856693.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9711125</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Mekongiella xizangensis</td>\n",
       "      <td>868578</td>\n",
       "      <td>NC_014451.1:10384-11522</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003856706.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9725811</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ellipes minuta</td>\n",
       "      <td>241046</td>\n",
       "      <td>NC_014488.1:10485-11623</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003875519.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9725906</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Xyleus modestus</td>\n",
       "      <td>747044</td>\n",
       "      <td>NC_014490.1:10416-11555</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003875562.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9725942</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Physemacris variolosa</td>\n",
       "      <td>62778</td>\n",
       "      <td>NC_014491.1:10346-11483</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003875575.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9725956</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Caprella mutica</td>\n",
       "      <td>380747</td>\n",
       "      <td>NC_014492.1:7373-8488</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003875585.1</td>\n",
       "      <td>371.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9725973</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Euphaea formosa</td>\n",
       "      <td>476664</td>\n",
       "      <td>NC_014493.1:10413-11546</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003875601.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9728726</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tanystylum orbiculare</td>\n",
       "      <td>88027</td>\n",
       "      <td>NC_014505.1:10118-11248</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003891060.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9829914</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Culex quinquefasciatus</td>\n",
       "      <td>7176</td>\n",
       "      <td>NC_014574.1:10431-11565</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003934133.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9830180</th>\n",
       "      <td>CytB</td>\n",
       "      <td>Hipparchia autonoe</td>\n",
       "      <td>596577</td>\n",
       "      <td>NC_014587.1:10387-11538</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003934425.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9838802</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Thrinchus schrenkii</td>\n",
       "      <td>460824</td>\n",
       "      <td>NC_014610.1:10425-11567</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003934993.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9838816</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bactrocera tryoni</td>\n",
       "      <td>59916</td>\n",
       "      <td>NC_014611.1:10556-11690</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_003935006.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9977722</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Helicoverpa armigera</td>\n",
       "      <td>29058</td>\n",
       "      <td>NC_014668.1:10517-11668</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021062.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9977735</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Solenopsis geminata</td>\n",
       "      <td>121131</td>\n",
       "      <td>NC_014669.1:9010-10131</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021074.1</td>\n",
       "      <td>373.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9977786</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ammothea carolinensis</td>\n",
       "      <td>648471</td>\n",
       "      <td>NC_014671.1:10150-11281</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021101.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9977799</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Solenopsis invicta</td>\n",
       "      <td>13686</td>\n",
       "      <td>NC_014672.1:9021-10142</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021113.1</td>\n",
       "      <td>373.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9977816</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Micadina phluctainoides</td>\n",
       "      <td>590994</td>\n",
       "      <td>NC_014673.1:10309-11442</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021127.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978214</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Solenopsis richteri</td>\n",
       "      <td>30203</td>\n",
       "      <td>NC_014677.1:9026-10147</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021387.1</td>\n",
       "      <td>373.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978231</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phobaeticus serratipes</td>\n",
       "      <td>590988</td>\n",
       "      <td>NC_014678.1:10226-11357</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021401.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978245</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Heteropteryx dilatata</td>\n",
       "      <td>173795</td>\n",
       "      <td>NC_014680.1:10257-11388</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021428.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978270</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Unionicola parkeri</td>\n",
       "      <td>350891</td>\n",
       "      <td>NC_014683.1:9653-10748</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021467.1</td>\n",
       "      <td>365.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978315</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Caprella scaura</td>\n",
       "      <td>703580</td>\n",
       "      <td>NC_014687.1:5843-6958</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021517.1</td>\n",
       "      <td>371.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978329</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Megacrania alpheus adan</td>\n",
       "      <td>590997</td>\n",
       "      <td>NC_014688.1:10239-11370</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021534.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978578</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Opilio parietinus</td>\n",
       "      <td>121214</td>\n",
       "      <td>NC_014700.1:8786-9920</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021836.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978606</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ramulus irregulariterdentatus</td>\n",
       "      <td>590987</td>\n",
       "      <td>NC_014702.1:10234-11365</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021863.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978633</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Exorista sorbillans</td>\n",
       "      <td>191189</td>\n",
       "      <td>NC_014704.1:10442-11577</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021889.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9978648</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phraortes sp. Iriomote Island</td>\n",
       "      <td>590991</td>\n",
       "      <td>NC_014705.1:10184-11312</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021902.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9994838</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phraortes illepidus</td>\n",
       "      <td>590990</td>\n",
       "      <td>NC_014695.1:10207-11335</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021629.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10002870</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Entoria okinawaensis</td>\n",
       "      <td>590984</td>\n",
       "      <td>NC_014694.1:10236-11367</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004021616.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10043687</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Grapholita molesta</td>\n",
       "      <td>192188</td>\n",
       "      <td>NC_014806.1:10492-11637</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004072439.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10080123</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Alpheus distinguendus</td>\n",
       "      <td>674293</td>\n",
       "      <td>NC_014883.1:8861-10018</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004123580.1</td>\n",
       "      <td>385.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10200253</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Macrobrachium nipponense</td>\n",
       "      <td>159736</td>\n",
       "      <td>NC_015073.1:8926-10060</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004221780.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10200284</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pristomyrmex punctatus</td>\n",
       "      <td>507543</td>\n",
       "      <td>NC_015075.1:10890-11993</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004221807.1</td>\n",
       "      <td>367.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10200338</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Culex pipiens pipiens</td>\n",
       "      <td>38569</td>\n",
       "      <td>NC_015079.1:10427-11561</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004221859.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10200767</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysoperla nipponensis</td>\n",
       "      <td>413239</td>\n",
       "      <td>NC_015093.1:10415-11551</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004222174.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10200819</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Apochrysa matsumurae</td>\n",
       "      <td>417555</td>\n",
       "      <td>NC_015095.1:10401-11537</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004222200.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10210905</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bittacus pilicornis</td>\n",
       "      <td>172808</td>\n",
       "      <td>NC_015118.1:10354-11488</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004222774.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10549197</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gomphocerus sibiricus tibetanus</td>\n",
       "      <td>369698</td>\n",
       "      <td>NC_015478.1:10408-11550</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004425028.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10549248</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Calinaga davidis</td>\n",
       "      <td>942733</td>\n",
       "      <td>NC_015480.1:10459-11613</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004425055.1</td>\n",
       "      <td>384.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10610061</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Apatura metis</td>\n",
       "      <td>642990</td>\n",
       "      <td>NC_015537.1:10421-11572</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004465100.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10743681</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Homarus americanus</td>\n",
       "      <td>6706</td>\n",
       "      <td>NC_015607.1:8984-10118</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004563981.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10743973</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chilo suppressalis</td>\n",
       "      <td>168631</td>\n",
       "      <td>NC_015612.1:10597-11742</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004564191.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10744535</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Locusta migratoria tibetensis</td>\n",
       "      <td>238696</td>\n",
       "      <td>NC_015624.1:10392-11531</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004564573.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10744657</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Libelloides macaronius</td>\n",
       "      <td>146496</td>\n",
       "      <td>NC_015609.1:10436-11570</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004564080.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10964116</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Abidama producta</td>\n",
       "      <td>658384</td>\n",
       "      <td>NC_015799.1:10262-11393</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004733183.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10964142</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Coptotermes formosanus</td>\n",
       "      <td>36987</td>\n",
       "      <td>NC_015800.1:10464-11595</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004733196.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10965813</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sesamia inferens</td>\n",
       "      <td>492764</td>\n",
       "      <td>NC_015835.1:10620-11768</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004734371.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10970919</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Agriosphodrus dohrni</td>\n",
       "      <td>184613</td>\n",
       "      <td>NC_015842.1:10328-11464</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004734462.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11030471</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pieris rapae</td>\n",
       "      <td>64459</td>\n",
       "      <td>NC_015895.1:10384-11529</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004769886.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11123031</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sinentomon erythranum</td>\n",
       "      <td>289455</td>\n",
       "      <td>NC_015982.1:9281-10378</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004841759.1</td>\n",
       "      <td>365.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11123204</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cnaphalocrocis medinalis</td>\n",
       "      <td>437488</td>\n",
       "      <td>NC_015985.1:10573-11721</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004841874.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11123246</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Argynnis hyperbius</td>\n",
       "      <td>405014</td>\n",
       "      <td>NC_015988.1:10397-11551</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004841913.1</td>\n",
       "      <td>384.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11123331</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Coloceras sp. SLC-2011</td>\n",
       "      <td>1075158</td>\n",
       "      <td>NC_015997.1:1532-2656</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004842302.1</td>\n",
       "      <td>374.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11123351</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ibidoecus bisignatus</td>\n",
       "      <td>236520</td>\n",
       "      <td>NC_015999.1:2557-3645</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004842321.1</td>\n",
       "      <td>362.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11162811</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Panulirus homarus</td>\n",
       "      <td>150425</td>\n",
       "      <td>NC_016015.1:8969-10103</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004857859.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11162813</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Protantigius superans</td>\n",
       "      <td>885932</td>\n",
       "      <td>NC_016016.1:10513-11658</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004857873.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11162838</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Stenopirates sp. HL-2011</td>\n",
       "      <td>1085627</td>\n",
       "      <td>NC_016017.1:9578-10714</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004857886.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11162853</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cigaritis takanonis</td>\n",
       "      <td>2714157</td>\n",
       "      <td>NC_016018.1:10536-11684</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004857899.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11256221</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bactrocera cucurbitae</td>\n",
       "      <td>28588</td>\n",
       "      <td>NC_016056.1:10468-11604</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004891176.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11256300</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Apatura ilia</td>\n",
       "      <td>461127</td>\n",
       "      <td>NC_016062.1:10421-11570</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004891312.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11256392</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Phalera flavescens</td>\n",
       "      <td>13634</td>\n",
       "      <td>NC_016067.1:10586-11751</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004891576.1</td>\n",
       "      <td>388.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11340978</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chironomus tepperi</td>\n",
       "      <td>113505</td>\n",
       "      <td>NC_016167.1:10631-11767</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004934816.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341006</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Trichocera bimacula</td>\n",
       "      <td>174634</td>\n",
       "      <td>NC_016169.1:10662-11798</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004934842.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341039</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Paracladura trichoptera</td>\n",
       "      <td>1111055</td>\n",
       "      <td>NC_016173.1:12931-14070</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004934868.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341081</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sylvicola fenestralis</td>\n",
       "      <td>52754</td>\n",
       "      <td>NC_016176.1:10557-11693</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004934907.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341150</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pielomastax zhengi</td>\n",
       "      <td>997267</td>\n",
       "      <td>NC_016182.1:10354-11490</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004934971.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341190</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Euphausia pacifica</td>\n",
       "      <td>102976</td>\n",
       "      <td>NC_016184.1:9072-10208</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004934996.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341388</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Kallima inachus</td>\n",
       "      <td>311037</td>\n",
       "      <td>NC_016196.1:10391-11545</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004935155.1</td>\n",
       "      <td>384.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341478</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ptychoptera sp. ATB-2011</td>\n",
       "      <td>1111051</td>\n",
       "      <td>NC_016201.1:10414-11550</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004935216.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341492</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Protoplasa fitchii</td>\n",
       "      <td>560777</td>\n",
       "      <td>NC_016202.1:10458-11594</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004935229.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341506</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cramptonomyia spenceri</td>\n",
       "      <td>209689</td>\n",
       "      <td>NC_016203.1:10748-11884</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004935242.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11341520</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Arachnocampa flava</td>\n",
       "      <td>270899</td>\n",
       "      <td>NC_016204.1:10670-11806</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004935255.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11452008</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Fabriciana nerippe</td>\n",
       "      <td>1004790</td>\n",
       "      <td>NC_016419.1:10404-11555</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004935395.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11452368</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Alloeorhynchus bakeri</td>\n",
       "      <td>796621</td>\n",
       "      <td>NC_016432.1:10218-11352</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004935643.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11473371</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Damaster mirabilissimus mirabilissimus</td>\n",
       "      <td>658857</td>\n",
       "      <td>NC_016469.1:10687-11823</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_004940586.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11538879</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pauropus longiramus</td>\n",
       "      <td>933850</td>\n",
       "      <td>NC_016676.1:8571-9681</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005087986.1</td>\n",
       "      <td>370.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11540000</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ctenoptilum vasava</td>\n",
       "      <td>1006002</td>\n",
       "      <td>NC_016704.1:10531-11679</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005088745.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11540337</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Liriomyza bryoniae</td>\n",
       "      <td>127404</td>\n",
       "      <td>NC_016713.1:10415-11549</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005089072.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11540379</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Liriomyza huidobrensis</td>\n",
       "      <td>127405</td>\n",
       "      <td>NC_016716.1:10406-11540</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005089111.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11540557</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Euploea mulciber</td>\n",
       "      <td>76235</td>\n",
       "      <td>NC_016720.1:10371-11517</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005089233.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11540618</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Libythea celtis</td>\n",
       "      <td>76239</td>\n",
       "      <td>NC_016724.1:10419-11567</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005089285.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11669617</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Fergusonina taylori</td>\n",
       "      <td>991131</td>\n",
       "      <td>NC_016865.1:10531-11667</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005255135.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11669631</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Corcyra cephalonica</td>\n",
       "      <td>139036</td>\n",
       "      <td>NC_016866.1:10489-11631</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005255148.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11763603</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cambaroides similis</td>\n",
       "      <td>315723</td>\n",
       "      <td>NC_016925.1:9676-10810</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005296381.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11763617</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Procambarus clarkii</td>\n",
       "      <td>6728</td>\n",
       "      <td>NC_016926.1:9379-10513</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005296394.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11816598</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Periplaneta americana</td>\n",
       "      <td>6978</td>\n",
       "      <td>NC_016956.1:10414-11547</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005351202.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11946033</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Philanthus triangulum</td>\n",
       "      <td>280486</td>\n",
       "      <td>NC_017007.1:10432-11577</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_005353019.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12079350</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Acetes chinensis</td>\n",
       "      <td>439396</td>\n",
       "      <td>NC_017600.1:9074-10210</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006073067.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12079545</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sarcophaga impatiens</td>\n",
       "      <td>318685</td>\n",
       "      <td>NC_017605.1:10397-11533</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006073206.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354256</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Athyma sulpitia</td>\n",
       "      <td>1170475</td>\n",
       "      <td>NC_017744.1:10516-11667</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234048.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354261</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Archaeocroton sphenodonti</td>\n",
       "      <td>2599316</td>\n",
       "      <td>NC_017745.1:13177-14255</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234062.1</td>\n",
       "      <td>359.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354344</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Paratemnoides elongatus</td>\n",
       "      <td>51805</td>\n",
       "      <td>NC_017752.1:9568-10650</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234167.1</td>\n",
       "      <td>360.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354567</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bothriocroton concolor</td>\n",
       "      <td>65640</td>\n",
       "      <td>NC_017756.1:13236-14314</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234403.1</td>\n",
       "      <td>359.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354581</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bothriocroton undatum</td>\n",
       "      <td>65642</td>\n",
       "      <td>NC_017757.1:13196-14274</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234416.1</td>\n",
       "      <td>359.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354595</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Robertsicus elaphensis</td>\n",
       "      <td>2599317</td>\n",
       "      <td>NC_017758.1:13068-14147</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234429.1</td>\n",
       "      <td>359.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354613</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Amblyomma fimbriatum</td>\n",
       "      <td>65641</td>\n",
       "      <td>NC_017759.1:13166-14241</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234442.1</td>\n",
       "      <td>358.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354621</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gammarus duebeni</td>\n",
       "      <td>178002</td>\n",
       "      <td>NC_017760.1:8721-9837</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234453.1</td>\n",
       "      <td>372.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12354678</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Extatosoma tiaratum</td>\n",
       "      <td>7024</td>\n",
       "      <td>NC_017748.1:10247-11380</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006234100.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12798728</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Samia ricini</td>\n",
       "      <td>63990</td>\n",
       "      <td>NC_017869.1:10565-11716</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006303156.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13080016</th>\n",
       "      <td>cytB</td>\n",
       "      <td>Melitaea cinxia</td>\n",
       "      <td>113334</td>\n",
       "      <td>NC_018029.1:10404-11550</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006460003.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13080031</th>\n",
       "      <td>cytB</td>\n",
       "      <td>Issoria lathonia</td>\n",
       "      <td>171587</td>\n",
       "      <td>NC_018030.1:10413-11561</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006460016.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13080170</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Papilio bianor</td>\n",
       "      <td>76199</td>\n",
       "      <td>NC_018040.1:10436-11584</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006460145.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13080338</th>\n",
       "      <td>cytB</td>\n",
       "      <td>Papilio machaon</td>\n",
       "      <td>76193</td>\n",
       "      <td>NC_018047.1:10419-11567</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006460280.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13080352</th>\n",
       "      <td>cytB</td>\n",
       "      <td>Ochlodes venata</td>\n",
       "      <td>797160</td>\n",
       "      <td>NC_018048.1:10601-11749</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006460293.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13080366</th>\n",
       "      <td>cytB</td>\n",
       "      <td>Celastrina hersilia</td>\n",
       "      <td>797158</td>\n",
       "      <td>NC_018049.1:10509-11657</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006460306.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13228880</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Thitarodes renzhiensis</td>\n",
       "      <td>869563</td>\n",
       "      <td>NC_018094.1:10385-11530</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006493355.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13228903</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ahamus yunnanensis</td>\n",
       "      <td>869564</td>\n",
       "      <td>NC_018095.1:10430-11575</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006493368.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13228921</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Stenopus hispidus</td>\n",
       "      <td>6815</td>\n",
       "      <td>NC_018097.1:9003-10139</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006493393.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230425</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Elodia flavipalpis</td>\n",
       "      <td>1146932</td>\n",
       "      <td>NC_018118.1:10404-11540</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503868.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230453</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Mastotermes darwiniensis</td>\n",
       "      <td>13139</td>\n",
       "      <td>NC_018120.1:10357-11488</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503894.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230467</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Porotermes adamsoni</td>\n",
       "      <td>105774</td>\n",
       "      <td>NC_018121.1:10349-11482</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503907.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230481</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Microhodotermes viator</td>\n",
       "      <td>70922</td>\n",
       "      <td>NC_018122.1:10544-11677</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503920.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230495</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Zootermopsis angusticollis</td>\n",
       "      <td>7503</td>\n",
       "      <td>NC_018123.1:10324-11455</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503933.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230509</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Neotermes insularis</td>\n",
       "      <td>105798</td>\n",
       "      <td>NC_018124.1:10382-11514</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503946.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230523</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Coptotermes lacteus</td>\n",
       "      <td>119669</td>\n",
       "      <td>NC_018125.1:10455-11586</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503959.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230537</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Schedorhinotermes breinli</td>\n",
       "      <td>1199066</td>\n",
       "      <td>NC_018126.1:10499-11635</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503972.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230551</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Heterotermes sp. SLC-2012</td>\n",
       "      <td>1199068</td>\n",
       "      <td>NC_018127.1:10470-11601</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503985.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230565</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Macrotermes subhyalinus</td>\n",
       "      <td>138608</td>\n",
       "      <td>NC_018128.1:10458-11590</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006503998.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230579</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Drepanotermes sp. SLC-2012</td>\n",
       "      <td>1199067</td>\n",
       "      <td>NC_018129.1:10431-11564</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006504011.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230593</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Macrognathotermes errator</td>\n",
       "      <td>1199065</td>\n",
       "      <td>NC_018130.1:10430-11562</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006504024.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230607</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nasutitermes triodiae</td>\n",
       "      <td>114645</td>\n",
       "      <td>NC_018131.1:10445-11578</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006504037.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230621</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cryptocercus relictus</td>\n",
       "      <td>63626</td>\n",
       "      <td>NC_018132.1:10338-11469</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006504050.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13230635</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Actias selene</td>\n",
       "      <td>37776</td>\n",
       "      <td>NC_018133.1:10466-11617</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006504063.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435154</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Calosoma sp. BYU-CO241</td>\n",
       "      <td>696089</td>\n",
       "      <td>NC_018339.1:10544-11678</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006575880.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435268</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Aporia crataegi</td>\n",
       "      <td>129397</td>\n",
       "      <td>NC_018346.1:10374-11525</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006575963.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435332</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tropisternus sp. BYU-CO166</td>\n",
       "      <td>696091</td>\n",
       "      <td>NC_018349.1:10288-11428</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006576002.1</td>\n",
       "      <td>380.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435346</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cucujus clavipes</td>\n",
       "      <td>186067</td>\n",
       "      <td>NC_018350.1:10268-11405</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006576015.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435360</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sphenophorus sp. BYU-CO246</td>\n",
       "      <td>696090</td>\n",
       "      <td>NC_018351.1:10282-11418</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006576028.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435374</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Necrophila americana</td>\n",
       "      <td>219407</td>\n",
       "      <td>NC_018352.1:10312-11449</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006576041.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435388</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Euspilotus scissus</td>\n",
       "      <td>694456</td>\n",
       "      <td>NC_018353.1:10149-11286</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006576054.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435402</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Naupactus xanthographus</td>\n",
       "      <td>114905</td>\n",
       "      <td>NC_018354.1:10309-11444</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006576067.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13435522</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sphaerotheriidae sp. HYS-2012</td>\n",
       "      <td>1170231</td>\n",
       "      <td>NC_018361.1:8770-9906</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006576240.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13436040</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ixodes ricinus</td>\n",
       "      <td>34613</td>\n",
       "      <td>NC_018369.2:9826-10906</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006576358.1</td>\n",
       "      <td>360.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13539848</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Challia fletcheri</td>\n",
       "      <td>1091408</td>\n",
       "      <td>NC_018538.1:14033-15169</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006665731.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13540022</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Alulatettix yunnanensis</td>\n",
       "      <td>1136943</td>\n",
       "      <td>NC_018542.1:10228-11362</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006665855.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13540036</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Tetrix japonica</td>\n",
       "      <td>215053</td>\n",
       "      <td>NC_018543.1:10226-11362</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006665868.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13540105</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Mengenilla moldrzyki</td>\n",
       "      <td>1155016</td>\n",
       "      <td>NC_018545.1:10182-11285</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006665907.1</td>\n",
       "      <td>367.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13540132</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Leucoptera malifoliella</td>\n",
       "      <td>753488</td>\n",
       "      <td>NC_018547.1:10460-11614</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006665933.1</td>\n",
       "      <td>384.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13540160</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Blattella bisignata</td>\n",
       "      <td>415194</td>\n",
       "      <td>NC_018549.1:10366-11499</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006665959.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13620984</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Macrotermes barneyi</td>\n",
       "      <td>46573</td>\n",
       "      <td>NC_018599.1:10430-11563</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006702509.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13824840</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Acleris fimbriana</td>\n",
       "      <td>941637</td>\n",
       "      <td>NC_018754.1:10604-11755</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006883042.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13825082</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Xizicus fascipes</td>\n",
       "      <td>948382</td>\n",
       "      <td>NC_018765.1:10388-11524</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006883241.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13825361</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Neochauliodes punctatolosus</td>\n",
       "      <td>1204440</td>\n",
       "      <td>NC_018772.1:10322-11458</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006883457.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13825444</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Alvinocaris chelys</td>\n",
       "      <td>1212462</td>\n",
       "      <td>NC_018778.1:8965-10101</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006883534.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13825569</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Bactrocera correcta</td>\n",
       "      <td>47773</td>\n",
       "      <td>NC_018787.1:10564-11700</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_006883652.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14048250</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lucilia cuprina</td>\n",
       "      <td>7375</td>\n",
       "      <td>NC_019573.1:10399-11533</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007024824.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14048530</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gorpis humeralis</td>\n",
       "      <td>1041165</td>\n",
       "      <td>NC_019593.1:11972-13108</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025084.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14048544</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nabis apicalis</td>\n",
       "      <td>452402</td>\n",
       "      <td>NC_019594.1:10046-11182</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025097.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14048558</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Gorpis annulatus</td>\n",
       "      <td>696245</td>\n",
       "      <td>NC_019595.1:10541-11677</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025110.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14048586</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ricania marginalis</td>\n",
       "      <td>1082597</td>\n",
       "      <td>NC_019597.1:10198-11316</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025136.1</td>\n",
       "      <td>372.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049070</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Austinogebia edulis</td>\n",
       "      <td>516884</td>\n",
       "      <td>NC_019606.1:9002-10136</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025643.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049084</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Upogebia major</td>\n",
       "      <td>479409</td>\n",
       "      <td>NC_019607.1:9011-10145</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025656.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049098</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Thalassina kelanang</td>\n",
       "      <td>1114971</td>\n",
       "      <td>NC_019608.1:8928-10064</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025669.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049112</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Neaxius glyptocercus</td>\n",
       "      <td>576631</td>\n",
       "      <td>NC_019609.1:8980-10114</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025682.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049126</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nihonotrypaea thermophila</td>\n",
       "      <td>1114968</td>\n",
       "      <td>NC_019610.1:8955-10089</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025695.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049583</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysopa pallens</td>\n",
       "      <td>417485</td>\n",
       "      <td>NC_019618.1:10414-11550</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007025992.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049597</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Rhyacionia leptotubula</td>\n",
       "      <td>1111782</td>\n",
       "      <td>NC_019619.1:10695-11843</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026005.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049639</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Spodoptera exigua</td>\n",
       "      <td>7107</td>\n",
       "      <td>NC_019622.1:10529-11677</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026044.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049653</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Carcinoscorpius rotundicauda</td>\n",
       "      <td>6848</td>\n",
       "      <td>NC_019623.1:10200-11328</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026057.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049675</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Calanus hyperboreus</td>\n",
       "      <td>114069</td>\n",
       "      <td>NC_019627.1:9790-10926</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026104.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049859</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysomya albiceps</td>\n",
       "      <td>81419</td>\n",
       "      <td>NC_019631.1:10416-11551</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026236.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049873</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysomya bezziana</td>\n",
       "      <td>69364</td>\n",
       "      <td>NC_019632.1:10423-11558</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026249.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049887</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysomya megacephala</td>\n",
       "      <td>115424</td>\n",
       "      <td>NC_019633.1:10425-11559</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026262.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049901</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysomya rufifacies</td>\n",
       "      <td>45450</td>\n",
       "      <td>NC_019634.1:10419-11554</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026275.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049915</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysomya saffranea</td>\n",
       "      <td>318703</td>\n",
       "      <td>NC_019635.1:10425-11559</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026288.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049922</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Protophormia terraenovae</td>\n",
       "      <td>34676</td>\n",
       "      <td>NC_019636.1:10397-11532</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026301.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049943</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lucilia porphyrina</td>\n",
       "      <td>186148</td>\n",
       "      <td>NC_019637.1:10411-11545</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026314.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049957</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Hemipyrellia ligurriens</td>\n",
       "      <td>195107</td>\n",
       "      <td>NC_019638.1:10400-11534</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026327.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049971</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Calliphora vicina</td>\n",
       "      <td>7373</td>\n",
       "      <td>NC_019639.1:10411-11546</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026340.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14049985</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Rutilia goerlingiana</td>\n",
       "      <td>1240982</td>\n",
       "      <td>NC_019640.1:10368-11502</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026353.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050014</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Argas africolumbae</td>\n",
       "      <td>1210872</td>\n",
       "      <td>NC_019642.1:9769-10881</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026379.1</td>\n",
       "      <td>370.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050267</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx dominicanus</td>\n",
       "      <td>1199168</td>\n",
       "      <td>NC_019654.1:456-1592</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026816.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050305</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx goulmimensis</td>\n",
       "      <td>1199162</td>\n",
       "      <td>NC_019655.1:213-1349</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026829.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050343</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx ilvanus</td>\n",
       "      <td>931575</td>\n",
       "      <td>NC_019656.1:480-1616</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026842.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050380</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx spinicaudatus</td>\n",
       "      <td>1199190</td>\n",
       "      <td>NC_019657.1:1-1137</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026855.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050419</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx longicaudus</td>\n",
       "      <td>1199243</td>\n",
       "      <td>NC_019658.1:480-1616</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026868.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050457</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx panousei</td>\n",
       "      <td>1199244</td>\n",
       "      <td>NC_019659.1:249-1385</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026881.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050495</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx remyi</td>\n",
       "      <td>931576</td>\n",
       "      <td>NC_019660.1:636-1772</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026894.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14050550</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Nuttalliella namaqua</td>\n",
       "      <td>1029659</td>\n",
       "      <td>NC_019663.1:9794-10870</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026944.1</td>\n",
       "      <td>358.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14181185</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Metacrangonyx repens</td>\n",
       "      <td>1199184</td>\n",
       "      <td>NC_019653.1:1-1137</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007026803.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14181205</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Pseudoniphargus daviui</td>\n",
       "      <td>1041814</td>\n",
       "      <td>NC_019662.2:11287-12426</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_009160743.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14401703</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chondracris rosea</td>\n",
       "      <td>183410</td>\n",
       "      <td>NC_019993.1:10419-11558</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007316725.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14411183</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ceracris kiangsu</td>\n",
       "      <td>227354</td>\n",
       "      <td>NC_019994.1:10426-11562</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007316738.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14411211</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Choristoneura longicellana</td>\n",
       "      <td>928821</td>\n",
       "      <td>NC_019996.1:10481-11629</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007316764.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14411500</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cydia pomonella</td>\n",
       "      <td>82600</td>\n",
       "      <td>NC_020003.2:10450-11598</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007316855.2</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14411514</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Biston panterinaria</td>\n",
       "      <td>1229185</td>\n",
       "      <td>NC_020004.1:10592-11743</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007316868.1</td>\n",
       "      <td>383.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14411947</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Homarus gammarus</td>\n",
       "      <td>6707</td>\n",
       "      <td>NC_020020.1:8661-9795</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317321.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14411960</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Procambarus fallax</td>\n",
       "      <td>215716</td>\n",
       "      <td>NC_020021.1:8696-9830</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317333.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14411977</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Scyllarides latus</td>\n",
       "      <td>204053</td>\n",
       "      <td>NC_020022.1:8943-10077</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317349.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14411991</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Upogebia pusilla</td>\n",
       "      <td>1267414</td>\n",
       "      <td>NC_020023.1:8998-10134</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317362.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14412006</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Neopetrolisthes maculatus</td>\n",
       "      <td>941218</td>\n",
       "      <td>NC_020024.1:9981-11115</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317376.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14412019</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Corallianassa coutierei</td>\n",
       "      <td>1267413</td>\n",
       "      <td>NC_020025.1:9044-10180</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317388.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14412034</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Polycheles typhlops</td>\n",
       "      <td>512014</td>\n",
       "      <td>NC_020026.1:13220-14404</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317402.1</td>\n",
       "      <td>394.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14412047</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Enoplometopus occidentalis</td>\n",
       "      <td>288646</td>\n",
       "      <td>NC_020027.1:8940-10076</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317414.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14412074</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Paralithodes camtschaticus</td>\n",
       "      <td>6741</td>\n",
       "      <td>NC_020029.1:10426-11562</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317439.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14412125</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Callitettix versicolor</td>\n",
       "      <td>533009</td>\n",
       "      <td>NC_020031.1:10257-11388</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317465.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14412250</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Ilyoplax deschampsi</td>\n",
       "      <td>78102</td>\n",
       "      <td>NC_020040.1:8997-10131</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317581.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14445123</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Paracymoriza prodigalis</td>\n",
       "      <td>1209665</td>\n",
       "      <td>NC_020094.1:10517-11665</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007353854.1</td>\n",
       "      <td>382.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14469193</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Sirthenea flavipes</td>\n",
       "      <td>941641</td>\n",
       "      <td>NC_020143.1:10290-11426</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007374662.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14469208</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Urochela quadrinotata</td>\n",
       "      <td>1176167</td>\n",
       "      <td>NC_020144.1:9996-11126</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007374675.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14656944</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Hackeriella veitchi</td>\n",
       "      <td>60873</td>\n",
       "      <td>NC_020309.1:10199-11333</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007474199.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14656957</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Rimicaris kairei</td>\n",
       "      <td>651863</td>\n",
       "      <td>NC_020310.1:8943-10079</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007474211.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14656971</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Opaepele loihi</td>\n",
       "      <td>98080</td>\n",
       "      <td>NC_020311.1:8951-10087</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007474224.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         gene_symbol                                 taxname   #taxid  \\\n",
       "gene_id                                                                 \n",
       "800081          CYTB                      Triatoma dimidiata    72491   \n",
       "802322          CYTB                    Lithobius forficatus     7552   \n",
       "802401          CYTB                    Heterodoxus macropus   145266   \n",
       "802590          CYTB                 Cochliomyia hominivorax   115425   \n",
       "802687          CYTB                       Chrysomya putoria   235600   \n",
       "802999          CYTB             Tetrodontophora bielanensis    48717   \n",
       "803775          CYTB                      Limulus polyphemus     6850   \n",
       "803801          CYTB                     Pagurus longicarpus   111067   \n",
       "803817          CYTB                     Tribolium castaneum     7070   \n",
       "804555          CYTB                 Thyropygus sp. DVL-2001   174155   \n",
       "804572          CYTB                       Narceus annularus   174156   \n",
       "804626          CYTB              Crioceris duodecimpunctata   184539   \n",
       "804647          CYTB                        Bombyx mandarina     7092   \n",
       "804913          CYTB                         Pyrocoelia rufa    71223   \n",
       "804927          CYTB                     Tigriopus japonicus   158387   \n",
       "805190          CYTB                     Panulirus japonicus     6736   \n",
       "805463          CYTB                      Ixodes persulcatus    34615   \n",
       "805648          CYTB                         Thrips imaginis   159957   \n",
       "806164          CYTB                       Varroa destructor   109461   \n",
       "806183          CYTB                     Triops cancriformis   194544   \n",
       "806580          CYTB                    Ornithodoros moubata     6938   \n",
       "806824          CYTB                        Antheraea pernyi     7119   \n",
       "807570          CYTB              Lepidopsocidae sp. RS-2001   159971   \n",
       "807628          CYTB                       Drosophila yakuba     7245   \n",
       "807693          CYTB                Apis mellifera ligustica     7469   \n",
       "807800          CYTB                     Artemia franciscana     6661   \n",
       "807959          CYTB       Locusta migratoria migratorioides     7005   \n",
       "808352          CYTB                        Ixodes hexagonus    34612   \n",
       "808368          CYTB                Rhipicephalus sanguineus    34632   \n",
       "808498          CYTB                           Daphnia pulex     6669   \n",
       "808518          CYTB                      Ceratitis capitata     7213   \n",
       "808561          CYTB             Anopheles quadrimaculatus A    42377   \n",
       "808980          CYTB                         Penaeus monodon     6687   \n",
       "809262          CYTB                             Bombyx mori     7091   \n",
       "1267424         CYTB                       Anopheles gambiae     7165   \n",
       "1482827         CYTB                Portunus trituberculatus   210409   \n",
       "2667821         CYTB                       Ixodes holocyclus    65647   \n",
       "2667839         CYTB                         Carios capensis   176285   \n",
       "2667866         CYTB                     Haemaphysalis flava   181088   \n",
       "2700038         CYTB                    Vargula hilgendorfii     6674   \n",
       "2717262         CYTB                        Bactrocera oleae   104688   \n",
       "2746437         CYTB                 Tricholepidion gertschi    89825   \n",
       "2746447         CYTB                Gomphiocephalus hodgsoni   221270   \n",
       "2760927         CYTB                   Drosophila mauritiana     7226   \n",
       "2760940         CYTB                    Drosophila sechellia     7238   \n",
       "2760965         CYTB                     Drosophila simulans     7240   \n",
       "2767734         CYTB                   Ornithodoros porcinus    34594   \n",
       "2806497         CYTB                   Scutigera coleoptrata    29022   \n",
       "2820599         CYTB                     Tetraclita japonica   240496   \n",
       "2827709         CYTB                       Cherax destructor     6723   \n",
       "2846659         CYTB                     Haplopelma schmidti    29017   \n",
       "2846664         CYTB                     Aleurodicus dugesii    30099   \n",
       "2846724         CYTB                    Pollicipes polymerus    36137   \n",
       "2846748         CYTB                     Philaenus spumarius    36667   \n",
       "2846829         CYTB                   Xibalbanus tulumensis  1519145   \n",
       "2846867         CYTB                 Habronattus oregonensis   130930   \n",
       "2847111         CYTB                 Songthela hangzhouensis  1649374   \n",
       "2847184         CYTB                      Argulus americanus   260819   \n",
       "2866207         CYTB                   Amblyomma triguttatum    65637   \n",
       "2914100         CYTB                  Periplaneta fuliginosa    36977   \n",
       "2914117         CYTB                         Podura aquatica    50589   \n",
       "2914134         CYTB                    Triops longicaudatus    58777   \n",
       "2914143         CYTB                            Ixodes uriae    59655   \n",
       "2914165         CYTB                     Thermobia domestica    89055   \n",
       "2914296         CYTB                   Onychiurus orientalis   280588   \n",
       "2914315         CYTB                          Squilla mantis   280675   \n",
       "2943518         CYTB                    Pteronarcys princeps   285953   \n",
       "2960278         CYTB                     Schizaphis graminum    13262   \n",
       "2960667         CYTB               Neomaskellia andropogonis   266944   \n",
       "3021270         CYTB                     Callinectes sapidus     6763   \n",
       "3021817         CYTB               Trialeurodes vaporariorum    88556   \n",
       "3021887         CYTB                     Megabalanus volcano   266495   \n",
       "3021907         CYTB                   Tetraleurodes acaciae   267835   \n",
       "3077234         CYTB                          Bemisia tabaci     7038   \n",
       "3119891         CYTB                      Dermatobia hominis   115427   \n",
       "3251035         CYTB                  Gryllotalpa orientalis   213494   \n",
       "3260129         CYTB                        Aedes albopictus     7160   \n",
       "3293136         CYTB               Macrobrachium rosenbergii    79674   \n",
       "3332114         CYTB                   Centruroides limpidus     6876   \n",
       "3332283         CYTB                 Homalodisca vitripennis   197043   \n",
       "3332300         CYTB                    Pseudocarcinus gigas   205354   \n",
       "3332350         CYTB                 Nesomachilis australica   299218   \n",
       "3338382         CYTB                    Harpiosquilla harpax   287944   \n",
       "3355545         CYTB                      Eriocheir sinensis    95602   \n",
       "3416045         CYTB                  Marsupenaeus japonicus    27405   \n",
       "3416094         CYTB            Haematobia irritans irritans    75445   \n",
       "3481569         CYTB                Leptotrombidium pallidum   279272   \n",
       "3523617         CYTB                 Lepeophtheirus salmonis    72036   \n",
       "3530103         CYTB                         Japyx solifugus   296598   \n",
       "3655138         CYTB                    Geothelphusa dehaani   290333   \n",
       "3703632         CYTB                          Squilla empusa    84350   \n",
       "3703654         CYTB                   Gonodactylus chiragra    85123   \n",
       "3703687         CYTB                 Lysiosquillina maculata   344752   \n",
       "3776034         CYTB                Leptotrombidium deliense   299467   \n",
       "3776045         CYTB                Leptotrombidium akamushi   299468   \n",
       "3854455         CYTB                   Petrobius brevistylis    50562   \n",
       "3854592         CYTB                Sclerophasma paresisense   253126   \n",
       "3854633         CYTB                     Tamolanica tamolana   267124   \n",
       "3952846         CYTB          Campanulotes bidentatus compar   135595   \n",
       "4055790         CYTB                       Coreana raphaelis   334015   \n",
       "4097522         CYTB                   Trichonephila clavata  2740835   \n",
       "4108536         CYTB                       Adoxophyes honmai    85585   \n",
       "4171594         CYTB                Anoplophora glabripennis   217634   \n",
       "4177879         CYTB                       Campodea fragilis   383857   \n",
       "4177891         CYTB                       Campodea lubbocki   383858   \n",
       "4266864         CYTB                  Vanhornia eucnemidarum    32432   \n",
       "4356559         CYTB                      Halocaridina rubra   373956   \n",
       "4363490         CYTB                   Scutigerella causeyae   388540   \n",
       "4480373         CYTB                         Nymphon gracile   136195   \n",
       "4657580         CYTB                     Bactrocera dorsalis    27457   \n",
       "4657664         CYTB                       Capitulum mitella    41070   \n",
       "4669988         CYTB                Simosyrphus grandicornis   290412   \n",
       "4670010         CYTB                 Trichophthalma punctata   395991   \n",
       "4670022         CYTB                 Cydistomyia duplonotata   395993   \n",
       "4788295         CYTB                  Tigriopus californicus     6832   \n",
       "4924546         CYTB                Metaseiulus occidentalis    34638   \n",
       "4924553         CYTB                Metaseiulus occidentalis    34638   \n",
       "5132708         CYTB                 Bothropolys sp. SP-2004   292347   \n",
       "5183217         CYTB                 Reticulitermes flavipes    36989   \n",
       "5183228         CYTB               Reticulitermes virginicus    57123   \n",
       "5183283         CYTB                   Reticulitermes hageni    93199   \n",
       "5183314         CYTB              Reticulitermes santonensis   127387   \n",
       "5333206         CYTB                    Litopenaeus vannamei     6689   \n",
       "5333402         CYTB                Fenneropenaeus chinensis   139456   \n",
       "5469268         CYTB                        Lucilia sericata    13632   \n",
       "5480585         CYTB                    Mesobuthus martensii    34649   \n",
       "5563293         CYTB                   Bactrocera carambolae    69614   \n",
       "5601635         CYTB                     Culicoides arakawae   198116   \n",
       "5626925         CYTB                          Ruspolia dubia   441267   \n",
       "5729725         CYTB                    Pyrophorus divergens   423334   \n",
       "5729884         CYTB                         Anabrus simplex   316456   \n",
       "5739949         CYTB              Bothriometopus macrocnemis   475769   \n",
       "5740953         CYTB                    Pseudocellus pearsei    58148   \n",
       "5758752         CYTB                 Nothopuga sp. 1 LP-2008   504482   \n",
       "5846313         CYTB                          Oxya chinensis   165482   \n",
       "5846699         CYTB                 Antrokoreana gracilipes   364406   \n",
       "5848754         CYTB                           Manduca sexta     7130   \n",
       "6159543         CYTB                Phthonandria atrilineata   339843   \n",
       "6164212         CYTB                     Tetranychus urticae    32264   \n",
       "6172301         CYTB                      Orchesella villosa    48706   \n",
       "6172320         CYTB            Trigoniophthalmus alternatus    50637   \n",
       "6172329         CYTB                      Friesea antarctica  2720488   \n",
       "6172353         CYTB                      Sminthurus viridis   109609   \n",
       "6172494         CYTB                 Cryptopygus antarcticus   187623   \n",
       "6197850         CYTB                           Pieris melete   270461   \n",
       "6220787         CYTB                        Walchia hayashii   436352   \n",
       "6237570         CYTB                    Saturnia boisduvalii    37777   \n",
       "6335786         CYTB                        Buthus occitanus     6868   \n",
       "6335914         CYTB                       Phalangium opilio   118624   \n",
       "6335924         CYTB                     Hypochilus thorelli   139869   \n",
       "6336118         CYTB  Eremobates cf. palpisetulosus SEM-2008   507470   \n",
       "6336158         CYTB                        Uroctonus mordax   507508   \n",
       "6390649         CYTB              Rhagophthalmus lufengensis   398797   \n",
       "6407554         CYTB                    Rhagophthalmus ohbai    71225   \n",
       "6417780         CYTB                          Bombus ignitus   130704   \n",
       "6446608         CYTB                        Unionicola foili   350889   \n",
       "6654187         CYTB                   Chorthippus chinensis   454920   \n",
       "6740830         CYTB              Oedaleus decorus asiaticus   244712   \n",
       "6740854         CYTB                 Gastrimargus marmoratus   267434   \n",
       "6741632         CYTB           Locusta migratoria migratoria   238695   \n",
       "6742743         CYTB                     Ochrogaster lunifer   319761   \n",
       "6870557         CYTB                    Bilobella aurantiaca   106915   \n",
       "6870662         CYTB                    Gampsocleis gratiosa   420844   \n",
       "6870680         CYTB                      Atelura formicaria   459531   \n",
       "6921905         CYTB                 Polystoechotes punctata  2028677   \n",
       "6921934         CYTB                      Corydalus cornutus   559164   \n",
       "6921948         CYTB               Ascaloptynx appendiculata  2028591   \n",
       "6941181         CYTB                           Damon diadema   317680   \n",
       "6947178         CYTB                        Acrida willemsei   227550   \n",
       "6947214         CYTB                     Myrmecophilus manni   270849   \n",
       "6947250         CYTB                    Calliptamus italicus   334752   \n",
       "6947300         CYTB                   Gryllotalpa pluvialis   552513   \n",
       "6947320         CYTB                  Troglophilus neglectus   552514   \n",
       "6962710         CYTB                  Trachypachus holmbergi    60840   \n",
       "6962724         CYTB                      Priasilpha obscura   295936   \n",
       "6962829         CYTB                       Cyphon sp. BT0012   546486   \n",
       "6962843         CYTB                    Sphaerius sp. BT0074   546487   \n",
       "6962857         CYTB                   Chaetosoma scaritides   546502   \n",
       "6962871         CYTB                    Tetraphalerus bruchi   546504   \n",
       "6973040         CYTB                       Parafronurus youi   490128   \n",
       "7012368         CYTB                  Protohermes concolorus   508445   \n",
       "7042808         CYTB                     Steganacarus magnus    52000   \n",
       "7042962         CYTB                 Symphylella sp. YG-2006   390856   \n",
       "7055885         CYTB                     Acyrthosiphon pisum     7029   \n",
       "7055917         CYTB                   Drosophila littoralis    47316   \n",
       "7055924         CYTB                      Eriocheir japonica    95603   \n",
       "7055938         CYTB                     Eriocheir hepuensis   168195   \n",
       "7095541         CYTB                   Pedetontus silvestrii   518099   \n",
       "7113296         CYTB                         Nezara viridula    85310   \n",
       "7256386         CYTB                         Deracantha onos   441219   \n",
       "7256496         CYTB                       Teleogryllus emma    62746   \n",
       "7256511         CYTB                  Atractomorpha sinensis   244711   \n",
       "7256552         CYTB                       Phlaeoba albonema   491859   \n",
       "7323898         CYTB            Bombus hypocrita sapporensis  1079038   \n",
       "7411819         CYTB                Litopenaeus stylirostris    29019   \n",
       "7557585         CYTB                         Aspidytes niobe   183865   \n",
       "7557675         CYTB                    Hydroscapha granulum   426698   \n",
       "7564640         CYTB               Macrobrachium lanchesteri    82204   \n",
       "7564656         CYTB          Dermatophagoides pteronyssinus     6956   \n",
       "7670137         CYTB                    Dysdercus cingulatus   191328   \n",
       "7670222         CYTB                  Geocoris pallidipennis   300797   \n",
       "7670250         CYTB                             Orius niger    82746   \n",
       "7670264         CYTB                        Physopelta gutta   209986   \n",
       "7671877         CYTB                    Aeschyntelus notatus   498933   \n",
       "7671907         CYTB                      Paracyclopina nana   565004   \n",
       "7671955         CYTB                       Coptosoma bifaria   498928   \n",
       "7671994         CYTB                 Hydaropsis longirostris   498947   \n",
       "7672023         CYTB                     Malcus inconspicuus   498929   \n",
       "7672037         CYTB                       Neuroctenus parus   498951   \n",
       "7672045         CYTB                    Phaenacantha marcida   498930   \n",
       "7672065         CYTB                     Riptortus pedestris   329032   \n",
       "7672079         CYTB                       Saldula arsenjevi   498931   \n",
       "7672093         CYTB                   Yemmalysus parallelus   498953   \n",
       "7768683         CYTB                          Scylla serrata     6761   \n",
       "7768738         CYTB                         Scylla olivacea    85551   \n",
       "7768764         CYTB                         Panonychus ulmi    50024   \n",
       "7768779         CYTB                     Scylla paramamosain    85552   \n",
       "7768785         CYTB                  Tachypleus tridentatus     6853   \n",
       "7768883         CYTB                 Exopalaemon carinicauda   392227   \n",
       "7768896         CYTB                    Scylla tranquebarica    85553   \n",
       "7802895         CYTB                   Geisha distinctissima   130583   \n",
       "7804407         CYTB                        Davidius lunatus   318828   \n",
       "7804421         CYTB                     Ephemera orientalis   515277   \n",
       "7872302         CYTB                          Cephus cinctus   211228   \n",
       "7872316         CYTB                    Orussus occidentalis   576952   \n",
       "7901845         CYTB                    Diadegma semiclausum   208481   \n",
       "7922596         CYTB                      Eriogyna pyretorum   364026   \n",
       "7943039         CYTB                       Antheraea yamamai     7121   \n",
       "7943811         CYTB          Farfantepenaeus californiensis   171294   \n",
       "7944375         CYTB                Chrysochroa fulgidissima   543396   \n",
       "7996384         CYTB                   Laccotrephes robustus   575834   \n",
       "7996398         CYTB                      Enithares tibialis   575841   \n",
       "7996477         CYTB                      Valentia hoffmanni   575843   \n",
       "7996609         CYTB                      Lycorma delicatula   130591   \n",
       "7996680         CYTB                        Aquarius paludum    95691   \n",
       "7996694         CYTB                       Hydrometra greeni  1492928   \n",
       "7996736         CYTB                    Ilyocoris cimicoides   280203   \n",
       "7996788         CYTB                          Nerthra indica  1249914   \n",
       "8097100         CYTB                Stictopleurus subviridis   319428   \n",
       "8097128         CYTB                        Lymantria dispar    13123   \n",
       "8097361         CYTB                     Blattella germanica     6973   \n",
       "8220986         CYTB                  Metacrangonyx longipes   510302   \n",
       "8250890         CYTB                       Rhopalomyia pomum   608481   \n",
       "8250931         CYTB                    Mayetiola destructor    39758   \n",
       "8303635         CYTB                       Psacothea hilaris   157325   \n",
       "8382036         CYTB                      Neopanorpa pulchra   557178   \n",
       "8382100         CYTB                Dermatophagoides farinae     6954   \n",
       "8382114         CYTB                      Ramulus hainanense   556494   \n",
       "8445095         CYTB                    Evania appendigaster    27486   \n",
       "8445123         CYTB          Schistocerca gregaria gregaria   670319   \n",
       "8445263         CYTB                      Charybdis japonica    80839   \n",
       "8445347         CYTB                     Macrogyrus oblongus   528226   \n",
       "8445404         CYTB                Mongoloraphidia harmandi   633873   \n",
       "8445501         CYTB                         Mordella atrata   633874   \n",
       "8445529         CYTB                           Sialis hamata   173823   \n",
       "8445557         CYTB                       Ditaxis biseriata   560959   \n",
       "8445574         CYTB                     Rhopaea magnicornis   272071   \n",
       "8457892         CYTB                       Halyomorpha halys   286706   \n",
       "8560263         CYTB                      Stylochyrus rarior   679428   \n",
       "8560554         CYTB                Xenograpsus testudinatus   533011   \n",
       "8655928         CYTB                    Adelium sp. NCS-2009   590155   \n",
       "8656338         CYTB                   Chauliognathus opacus   528223   \n",
       "8656390         CYTB                          Lucanus mazama   590157   \n",
       "8656442         CYTB                 Acmaeodera sp. NCS-2009   590154   \n",
       "8656494         CYTB                         Apatides fortis   590156   \n",
       "8673044         CYTB                          Acraea issoria   378386   \n",
       "8690265         CYTB                     Ognevia longipennis   133961   \n",
       "8690321         CYTB                   Laodelphax striatella   195883   \n",
       "8690584         CYTB                      Gandalfus yunohana   585898   \n",
       "8774407         CYTB                        Onisimus nanseni   583350   \n",
       "8774454         CYTB                     Siphlonurus immanis   590132   \n",
       "8774620         CYTB                 Traulia szetschuanensis   227627   \n",
       "8774746         CYTB                          Prumna arctica   614657   \n",
       "8775079         CYTB                     Gomphocerus licenti   647970   \n",
       "8846980         CYTB                      Hypoderma lineatum     7389   \n",
       "8889951         CYTB            Eophreatoicus sp. 14 FK-2009   622658   \n",
       "9072808         CYTB                 Phytoseiulus persimilis    44414   \n",
       "9072898         CYTB                      Parnassius bremeri   213924   \n",
       "9072911         CYTB                          Papilio maraho   501396   \n",
       "9073166         CYTB                        Hyphantria cunea    39466   \n",
       "9262494         CYTB                        Sasakia charonda   461137   \n",
       "9385118         CYTB                        Cotesia vestalis   217443   \n",
       "9385147         CYTB                    Eupolyphaga sinensis   367774   \n",
       "9385161         CYTB                      Anopheles darlingi    43151   \n",
       "9385203         CYTB                         Spathius agrili   314331   \n",
       "9385325         CYTB                      Liriomyza trifolii   198433   \n",
       "9385565         CYTB                           Elimaea cheni   488323   \n",
       "9385634         CYTB                   Spilonota lechriaspis   768146   \n",
       "9385648         CYTB                             Apis cerana     7461   \n",
       "9480875         CYTB                     Panulirus stimpsoni    71578   \n",
       "9481016         CYTB                   Oratosquilla oratoria   337810   \n",
       "9481183         CYTB                        Panonychus citri    50023   \n",
       "9481333         CYTB                    Gomphocerippus rufus    58560   \n",
       "9538339         CYTB                      Teinopalpus aureus   202796   \n",
       "9538350         CYTB                Tetranychus cinnabarinus    93129   \n",
       "9538417         CYTB                        Bactrocera minax   104690   \n",
       "9711097         CYTB           Euchorthippus fusigeniculatus   868577   \n",
       "9711111         CYTB              Mekongiana xiangchengensis   868576   \n",
       "9711125         CYTB                 Mekongiella xizangensis   868578   \n",
       "9725811         CYTB                          Ellipes minuta   241046   \n",
       "9725906         CYTB                         Xyleus modestus   747044   \n",
       "9725942         CYTB                   Physemacris variolosa    62778   \n",
       "9725956         CYTB                         Caprella mutica   380747   \n",
       "9725973         CYTB                         Euphaea formosa   476664   \n",
       "9728726         CYTB                   Tanystylum orbiculare    88027   \n",
       "9829914         CYTB                  Culex quinquefasciatus     7176   \n",
       "9830180         CytB                      Hipparchia autonoe   596577   \n",
       "9838802         CYTB                     Thrinchus schrenkii   460824   \n",
       "9838816         CYTB                       Bactrocera tryoni    59916   \n",
       "9977722         CYTB                    Helicoverpa armigera    29058   \n",
       "9977735         CYTB                     Solenopsis geminata   121131   \n",
       "9977786         CYTB                   Ammothea carolinensis   648471   \n",
       "9977799         CYTB                      Solenopsis invicta    13686   \n",
       "9977816         CYTB                 Micadina phluctainoides   590994   \n",
       "9978214         CYTB                     Solenopsis richteri    30203   \n",
       "9978231         CYTB                  Phobaeticus serratipes   590988   \n",
       "9978245         CYTB                   Heteropteryx dilatata   173795   \n",
       "9978270         CYTB                      Unionicola parkeri   350891   \n",
       "9978315         CYTB                         Caprella scaura   703580   \n",
       "9978329         CYTB                 Megacrania alpheus adan   590997   \n",
       "9978578         CYTB                       Opilio parietinus   121214   \n",
       "9978606         CYTB           Ramulus irregulariterdentatus   590987   \n",
       "9978633         CYTB                     Exorista sorbillans   191189   \n",
       "9978648         CYTB           Phraortes sp. Iriomote Island   590991   \n",
       "9994838         CYTB                     Phraortes illepidus   590990   \n",
       "10002870        CYTB                    Entoria okinawaensis   590984   \n",
       "10043687        CYTB                      Grapholita molesta   192188   \n",
       "10080123        CYTB                   Alpheus distinguendus   674293   \n",
       "10200253        CYTB                Macrobrachium nipponense   159736   \n",
       "10200284        CYTB                  Pristomyrmex punctatus   507543   \n",
       "10200338        CYTB                   Culex pipiens pipiens    38569   \n",
       "10200767        CYTB                 Chrysoperla nipponensis   413239   \n",
       "10200819        CYTB                    Apochrysa matsumurae   417555   \n",
       "10210905        CYTB                     Bittacus pilicornis   172808   \n",
       "10549197        CYTB         Gomphocerus sibiricus tibetanus   369698   \n",
       "10549248        CYTB                        Calinaga davidis   942733   \n",
       "10610061        CYTB                           Apatura metis   642990   \n",
       "10743681        CYTB                      Homarus americanus     6706   \n",
       "10743973        CYTB                      Chilo suppressalis   168631   \n",
       "10744535        CYTB           Locusta migratoria tibetensis   238696   \n",
       "10744657        CYTB                  Libelloides macaronius   146496   \n",
       "10964116        CYTB                        Abidama producta   658384   \n",
       "10964142        CYTB                  Coptotermes formosanus    36987   \n",
       "10965813        CYTB                        Sesamia inferens   492764   \n",
       "10970919        CYTB                    Agriosphodrus dohrni   184613   \n",
       "11030471        CYTB                            Pieris rapae    64459   \n",
       "11123031        CYTB                   Sinentomon erythranum   289455   \n",
       "11123204        CYTB                Cnaphalocrocis medinalis   437488   \n",
       "11123246        CYTB                      Argynnis hyperbius   405014   \n",
       "11123331        CYTB                  Coloceras sp. SLC-2011  1075158   \n",
       "11123351        CYTB                    Ibidoecus bisignatus   236520   \n",
       "11162811        CYTB                       Panulirus homarus   150425   \n",
       "11162813        CYTB                   Protantigius superans   885932   \n",
       "11162838        CYTB                Stenopirates sp. HL-2011  1085627   \n",
       "11162853        CYTB                     Cigaritis takanonis  2714157   \n",
       "11256221        CYTB                   Bactrocera cucurbitae    28588   \n",
       "11256300        CYTB                            Apatura ilia   461127   \n",
       "11256392        CYTB                      Phalera flavescens    13634   \n",
       "11340978        CYTB                      Chironomus tepperi   113505   \n",
       "11341006        CYTB                     Trichocera bimacula   174634   \n",
       "11341039        CYTB                 Paracladura trichoptera  1111055   \n",
       "11341081        CYTB                   Sylvicola fenestralis    52754   \n",
       "11341150        CYTB                      Pielomastax zhengi   997267   \n",
       "11341190        CYTB                      Euphausia pacifica   102976   \n",
       "11341388        CYTB                         Kallima inachus   311037   \n",
       "11341478        CYTB                Ptychoptera sp. ATB-2011  1111051   \n",
       "11341492        CYTB                      Protoplasa fitchii   560777   \n",
       "11341506        CYTB                  Cramptonomyia spenceri   209689   \n",
       "11341520        CYTB                      Arachnocampa flava   270899   \n",
       "11452008        CYTB                      Fabriciana nerippe  1004790   \n",
       "11452368        CYTB                   Alloeorhynchus bakeri   796621   \n",
       "11473371        CYTB  Damaster mirabilissimus mirabilissimus   658857   \n",
       "11538879        CYTB                     Pauropus longiramus   933850   \n",
       "11540000        CYTB                      Ctenoptilum vasava  1006002   \n",
       "11540337        CYTB                      Liriomyza bryoniae   127404   \n",
       "11540379        CYTB                  Liriomyza huidobrensis   127405   \n",
       "11540557        CYTB                        Euploea mulciber    76235   \n",
       "11540618        CYTB                         Libythea celtis    76239   \n",
       "11669617        CYTB                     Fergusonina taylori   991131   \n",
       "11669631        CYTB                     Corcyra cephalonica   139036   \n",
       "11763603        CYTB                     Cambaroides similis   315723   \n",
       "11763617        CYTB                     Procambarus clarkii     6728   \n",
       "11816598        CYTB                   Periplaneta americana     6978   \n",
       "11946033        CYTB                   Philanthus triangulum   280486   \n",
       "12079350        CYTB                        Acetes chinensis   439396   \n",
       "12079545        CYTB                    Sarcophaga impatiens   318685   \n",
       "12354256        CYTB                         Athyma sulpitia  1170475   \n",
       "12354261        CYTB               Archaeocroton sphenodonti  2599316   \n",
       "12354344        CYTB                 Paratemnoides elongatus    51805   \n",
       "12354567        CYTB                  Bothriocroton concolor    65640   \n",
       "12354581        CYTB                   Bothriocroton undatum    65642   \n",
       "12354595        CYTB                  Robertsicus elaphensis  2599317   \n",
       "12354613        CYTB                    Amblyomma fimbriatum    65641   \n",
       "12354621        CYTB                        Gammarus duebeni   178002   \n",
       "12354678        CYTB                     Extatosoma tiaratum     7024   \n",
       "12798728        CYTB                            Samia ricini    63990   \n",
       "13080016        cytB                         Melitaea cinxia   113334   \n",
       "13080031        cytB                        Issoria lathonia   171587   \n",
       "13080170        CYTB                          Papilio bianor    76199   \n",
       "13080338        cytB                         Papilio machaon    76193   \n",
       "13080352        cytB                         Ochlodes venata   797160   \n",
       "13080366        cytB                     Celastrina hersilia   797158   \n",
       "13228880        CYTB                  Thitarodes renzhiensis   869563   \n",
       "13228903        CYTB                      Ahamus yunnanensis   869564   \n",
       "13228921        CYTB                       Stenopus hispidus     6815   \n",
       "13230425        CYTB                      Elodia flavipalpis  1146932   \n",
       "13230453        CYTB                Mastotermes darwiniensis    13139   \n",
       "13230467        CYTB                     Porotermes adamsoni   105774   \n",
       "13230481        CYTB                  Microhodotermes viator    70922   \n",
       "13230495        CYTB              Zootermopsis angusticollis     7503   \n",
       "13230509        CYTB                     Neotermes insularis   105798   \n",
       "13230523        CYTB                     Coptotermes lacteus   119669   \n",
       "13230537        CYTB               Schedorhinotermes breinli  1199066   \n",
       "13230551        CYTB               Heterotermes sp. SLC-2012  1199068   \n",
       "13230565        CYTB                 Macrotermes subhyalinus   138608   \n",
       "13230579        CYTB              Drepanotermes sp. SLC-2012  1199067   \n",
       "13230593        CYTB               Macrognathotermes errator  1199065   \n",
       "13230607        CYTB                   Nasutitermes triodiae   114645   \n",
       "13230621        CYTB                   Cryptocercus relictus    63626   \n",
       "13230635        CYTB                           Actias selene    37776   \n",
       "13435154        CYTB                  Calosoma sp. BYU-CO241   696089   \n",
       "13435268        CYTB                         Aporia crataegi   129397   \n",
       "13435332        CYTB              Tropisternus sp. BYU-CO166   696091   \n",
       "13435346        CYTB                        Cucujus clavipes   186067   \n",
       "13435360        CYTB              Sphenophorus sp. BYU-CO246   696090   \n",
       "13435374        CYTB                    Necrophila americana   219407   \n",
       "13435388        CYTB                      Euspilotus scissus   694456   \n",
       "13435402        CYTB                 Naupactus xanthographus   114905   \n",
       "13435522        CYTB           Sphaerotheriidae sp. HYS-2012  1170231   \n",
       "13436040        CYTB                          Ixodes ricinus    34613   \n",
       "13539848        CYTB                       Challia fletcheri  1091408   \n",
       "13540022        CYTB                 Alulatettix yunnanensis  1136943   \n",
       "13540036        CYTB                         Tetrix japonica   215053   \n",
       "13540105        CYTB                    Mengenilla moldrzyki  1155016   \n",
       "13540132        CYTB                 Leucoptera malifoliella   753488   \n",
       "13540160        CYTB                     Blattella bisignata   415194   \n",
       "13620984        CYTB                     Macrotermes barneyi    46573   \n",
       "13824840        CYTB                       Acleris fimbriana   941637   \n",
       "13825082        CYTB                        Xizicus fascipes   948382   \n",
       "13825361        CYTB             Neochauliodes punctatolosus  1204440   \n",
       "13825444        CYTB                      Alvinocaris chelys  1212462   \n",
       "13825569        CYTB                     Bactrocera correcta    47773   \n",
       "14048250        CYTB                         Lucilia cuprina     7375   \n",
       "14048530        CYTB                        Gorpis humeralis  1041165   \n",
       "14048544        CYTB                          Nabis apicalis   452402   \n",
       "14048558        CYTB                        Gorpis annulatus   696245   \n",
       "14048586        CYTB                      Ricania marginalis  1082597   \n",
       "14049070        CYTB                     Austinogebia edulis   516884   \n",
       "14049084        CYTB                          Upogebia major   479409   \n",
       "14049098        CYTB                     Thalassina kelanang  1114971   \n",
       "14049112        CYTB                    Neaxius glyptocercus   576631   \n",
       "14049126        CYTB               Nihonotrypaea thermophila  1114968   \n",
       "14049583        CYTB                        Chrysopa pallens   417485   \n",
       "14049597        CYTB                  Rhyacionia leptotubula  1111782   \n",
       "14049639        CYTB                       Spodoptera exigua     7107   \n",
       "14049653        CYTB            Carcinoscorpius rotundicauda     6848   \n",
       "14049675        CYTB                     Calanus hyperboreus   114069   \n",
       "14049859        CYTB                      Chrysomya albiceps    81419   \n",
       "14049873        CYTB                      Chrysomya bezziana    69364   \n",
       "14049887        CYTB                   Chrysomya megacephala   115424   \n",
       "14049901        CYTB                    Chrysomya rufifacies    45450   \n",
       "14049915        CYTB                     Chrysomya saffranea   318703   \n",
       "14049922        CYTB                Protophormia terraenovae    34676   \n",
       "14049943        CYTB                      Lucilia porphyrina   186148   \n",
       "14049957        CYTB                 Hemipyrellia ligurriens   195107   \n",
       "14049971        CYTB                       Calliphora vicina     7373   \n",
       "14049985        CYTB                    Rutilia goerlingiana  1240982   \n",
       "14050014        CYTB                      Argas africolumbae  1210872   \n",
       "14050267        CYTB               Metacrangonyx dominicanus  1199168   \n",
       "14050305        CYTB              Metacrangonyx goulmimensis  1199162   \n",
       "14050343        CYTB                   Metacrangonyx ilvanus   931575   \n",
       "14050380        CYTB             Metacrangonyx spinicaudatus  1199190   \n",
       "14050419        CYTB               Metacrangonyx longicaudus  1199243   \n",
       "14050457        CYTB                  Metacrangonyx panousei  1199244   \n",
       "14050495        CYTB                     Metacrangonyx remyi   931576   \n",
       "14050550        CYTB                    Nuttalliella namaqua  1029659   \n",
       "14181185        CYTB                    Metacrangonyx repens  1199184   \n",
       "14181205        CYTB                  Pseudoniphargus daviui  1041814   \n",
       "14401703        CYTB                       Chondracris rosea   183410   \n",
       "14411183        CYTB                        Ceracris kiangsu   227354   \n",
       "14411211        CYTB              Choristoneura longicellana   928821   \n",
       "14411500        CYTB                         Cydia pomonella    82600   \n",
       "14411514        CYTB                     Biston panterinaria  1229185   \n",
       "14411947        CYTB                        Homarus gammarus     6707   \n",
       "14411960        CYTB                      Procambarus fallax   215716   \n",
       "14411977        CYTB                       Scyllarides latus   204053   \n",
       "14411991        CYTB                        Upogebia pusilla  1267414   \n",
       "14412006        CYTB               Neopetrolisthes maculatus   941218   \n",
       "14412019        CYTB                 Corallianassa coutierei  1267413   \n",
       "14412034        CYTB                     Polycheles typhlops   512014   \n",
       "14412047        CYTB              Enoplometopus occidentalis   288646   \n",
       "14412074        CYTB              Paralithodes camtschaticus     6741   \n",
       "14412125        CYTB                  Callitettix versicolor   533009   \n",
       "14412250        CYTB                     Ilyoplax deschampsi    78102   \n",
       "14445123        CYTB                 Paracymoriza prodigalis  1209665   \n",
       "14469193        CYTB                      Sirthenea flavipes   941641   \n",
       "14469208        CYTB                   Urochela quadrinotata  1176167   \n",
       "14656944        CYTB                     Hackeriella veitchi    60873   \n",
       "14656957        CYTB                        Rimicaris kairei   651863   \n",
       "14656971        CYTB                          Opaepele loihi    98080   \n",
       "\n",
       "                    genomic_range orientation location protein_accession  \\\n",
       "gene_id                                                                    \n",
       "800081    NC_002609.1:10252-11383           +   chr MT       NP_068653.1   \n",
       "802322      NC_002629.1:8634-9767           +   chr MT       NP_071849.1   \n",
       "802401      NC_002651.1:4683-5783           +   chr MT       NP_073761.1   \n",
       "802590    NC_002660.1:11607-12743           +   chr MT       NP_075459.1   \n",
       "802687    NC_002697.1:10410-11546           +   chr MT       NP_085093.1   \n",
       "802999    NC_002735.1:10302-11435           +   chr MT       NP_112432.1   \n",
       "803775      NC_003057.1:8783-9914           +   chr MT       NP_150612.1   \n",
       "803801    NC_003058.1:14269-15405           +   chr MT       NP_150627.1   \n",
       "803817    NC_003081.2:10280-11417           +   chr MT       NP_203166.1   \n",
       "804555      NC_003344.1:5145-6263           +   chr MT       NP_542489.1   \n",
       "804572      NC_003343.1:5102-6220           +   chr MT       NP_542476.1   \n",
       "804626    NC_003372.1:10274-11410           +   chr MT       NP_569071.1   \n",
       "804647      NC_003395.1:5391-6548           +   chr MT       NP_570622.1   \n",
       "804913    NC_003970.1:11916-13044           +   chr MT       NP_647573.1   \n",
       "804927      NC_003979.1:4854-5984           +   chr MT       NP_652750.1   \n",
       "805190     NC_004251.1:8962-10096           +   chr MT       NP_694530.1   \n",
       "805463     NC_004370.1:9826-10906           +   chr MT       NP_739605.1   \n",
       "805648     NC_004371.1:9650-10765           +   chr MT       NP_739615.1   \n",
       "806164     NC_004454.2:9771-10874           +   chr MT       NP_758884.1   \n",
       "806183    NC_004465.1:10285-11421           +   chr MT       NP_775076.1   \n",
       "806580     NC_004357.1:9759-10859           +   chr MT       NP_722573.1   \n",
       "806824    NC_004622.2:10534-11682           +   chr MT       NP_803448.1   \n",
       "807570    NC_004816.1:10483-11625           +   chr MT       NP_852174.1   \n",
       "807628    NC_001322.1:10515-11651           +   chr MT       NP_006913.1   \n",
       "807693    NC_001566.1:11004-12155           +   chr MT       NP_008093.1   \n",
       "807800     NC_001620.1:9880-11025           +   chr MT       NP_007119.1   \n",
       "807959    NC_001712.1:10396-11535           +   chr MT       NP_007301.1   \n",
       "808352     NC_002010.1:9831-10929           +   chr MT       NP_008508.1   \n",
       "808368    NC_002074.1:13142-14218           +   chr MT       NP_008522.1   \n",
       "808498    NC_000844.1:10298-11431           +   chr MT       NP_008632.1   \n",
       "808518    NC_000857.1:10550-11686           +   chr MT       NP_008658.1   \n",
       "808561    NC_000875.1:10403-11539           +   chr MT       NP_008697.1   \n",
       "808980    NC_002184.1:10463-11599           +   chr MT       NP_038299.1   \n",
       "809262      NC_002355.1:5362-6513           +   chr MT       NP_059473.1   \n",
       "1267424   NC_002084.1:10413-11549           +   chr MT       NP_008080.1   \n",
       "1482827    NC_005037.1:9004-10138           +   chr MT       NP_872452.1   \n",
       "2667821    NC_005293.1:9839-10920           +   chr MT       NP_945238.1   \n",
       "2667839    NC_005291.1:9751-10851           +   chr MT       NP_945212.1   \n",
       "2667866   NC_005292.1:13135-14201           +   chr MT       NP_945226.1   \n",
       "2700038     NC_005306.1:8773-9906           +   chr MT       NP_954736.1   \n",
       "2717262   NC_005333.1:10446-11582           +   chr MT       NP_957753.1   \n",
       "2746437   NC_005437.1:10425-11564           +   chr MT       NP_976150.1   \n",
       "2746447   NC_005438.1:10384-11520           +   chr MT       NP_976163.1   \n",
       "2760927   NC_005779.1:10548-11684           +   chr MT       NP_987118.1   \n",
       "2760940   NC_005780.1:10535-11671           +   chr MT       NP_982320.1   \n",
       "2760965   NC_005781.1:10556-11692           +   chr MT       NP_982333.1   \n",
       "2767734    NC_005820.1:9747-10843           +   chr MT       NP_996550.1   \n",
       "2806497   NC_005870.1:11122-12237           +   chr MT       YP_015447.1   \n",
       "2820599   NC_008974.1:10156-11295           +   chr MT       YP_022498.1   \n",
       "2827709   NC_011243.1:12615-13749           +   chr MT       YP_022775.1   \n",
       "2846659     NC_005925.1:8289-9423           +   chr MT       YP_025747.1   \n",
       "2846664     NC_005939.1:8679-9809           +   chr MT       YP_026063.1   \n",
       "2846724   NC_005936.1:10255-11392           +   chr MT       YP_026025.1   \n",
       "2846748   NC_005944.1:10216-11348           +   chr MT       YP_026128.1   \n",
       "2846829   NC_005938.1:10263-11397           +   chr MT       YP_026051.1   \n",
       "2846867    NC_005942.1:9629-10733           +   chr MT       YP_026102.1   \n",
       "2847111     NC_005924.1:8469-9590           +   chr MT       YP_025734.1   \n",
       "2847184     NC_005935.1:7901-9037           +   chr MT       YP_026006.1   \n",
       "2866207   NC_005963.1:13164-14239           +   chr MT       YP_044790.1   \n",
       "2914100   NC_006076.1:10376-11507           +   chr MT       YP_054494.1   \n",
       "2914117   NC_006075.1:10821-11957           +   chr MT       YP_054481.1   \n",
       "2914134   NC_006079.1:10288-11421           +   chr MT       YP_054529.1   \n",
       "2914143    NC_006078.1:9849-10930           +   chr MT       YP_054516.1   \n",
       "2914165   NC_006080.1:10363-11505           +   chr MT       YP_054542.1   \n",
       "2914296   NC_006074.1:10227-11381           +   chr MT       YP_054468.1   \n",
       "2914315   NC_006081.1:10387-11523           +   chr MT       YP_054555.1   \n",
       "2943518   NC_006133.1:10411-11547           +   chr MT       YP_063384.1   \n",
       "2960278    NC_006158.1:9451-10566           +   chr MT       YP_073307.1   \n",
       "2960667     NC_006159.1:7242-8363           +   chr MT       YP_073318.1   \n",
       "3021270   NC_006281.1:10248-11382           +   chr MT       YP_086839.1   \n",
       "3021817     NC_006280.1:8791-9921           +   chr MT       YP_086825.1   \n",
       "3021887   NC_006293.1:10051-11190           +   chr MT       YP_087068.1   \n",
       "3021907     NC_006292.1:7236-8372           +   chr MT       YP_087052.1   \n",
       "3077234     NC_006279.1:7370-8503           +   chr MT       YP_086810.1   \n",
       "3119891   NC_006378.1:10399-11535           +   chr MT       YP_133769.1   \n",
       "3251035   NC_006678.1:10331-11462           +   chr MT       YP_192899.1   \n",
       "3260129   NC_006817.1:10449-11585           +   chr MT       YP_194922.1   \n",
       "3293136    NC_006880.1:8929-10060           +   chr MT       YP_214006.1   \n",
       "3332114    NC_006896.1:9718-10816           +   chr MT       YP_214899.1   \n",
       "3332283     NC_006899.1:8729-9865           +   chr MT       YP_214937.1   \n",
       "3332300    NC_006891.1:9029-10164           +   chr MT       YP_214833.1   \n",
       "3332350   NC_006895.1:10435-11571           +   chr MT       YP_214886.1   \n",
       "3338382    NC_006916.1:8981-10117           +   chr MT       YP_220586.1   \n",
       "3355545     NC_006992.1:2780-3914           +   chr MT       YP_232823.1   \n",
       "3416045   NC_007010.1:10450-11585           +   chr MT       YP_238266.1   \n",
       "3416094   NC_007102.1:10398-11534           +   chr MT       YP_245508.1   \n",
       "3481569    NC_007177.1:9396-10454           +   chr MT       YP_254681.1   \n",
       "3523617   NC_007215.1:13740-14912           -   chr MT       YP_271856.1   \n",
       "3530103   NC_007214.1:10266-11397           +   chr MT       YP_271843.1   \n",
       "3655138   NC_007379.1:14872-16006           +   chr MT       YP_308867.1   \n",
       "3703632    NC_007444.1:8977-10113           +   chr MT       YP_337873.1   \n",
       "3703654    NC_007442.1:8975-10111           +   chr MT       YP_337847.1   \n",
       "3703687    NC_007443.1:9028-10164           +   chr MT       YP_337860.1   \n",
       "3776034     NC_007600.1:8503-9559           +   chr MT       YP_398816.1   \n",
       "3776045     NC_007601.1:8493-9549           +   chr MT       YP_398829.1   \n",
       "3854455   NC_007688.1:10529-11665           +   chr MT       YP_448749.1   \n",
       "3854592   NC_007701.1:10391-11525           +   chr MT       YP_448918.1   \n",
       "3854633   NC_007702.1:10683-11818           +   chr MT       YP_448931.1   \n",
       "3952846     NC_007884.1:6881-8005           +   chr MT       YP_514609.1   \n",
       "4055790   NC_007976.1:10527-11670           +   chr MT       YP_588094.1   \n",
       "4097522     NC_008063.1:5273-6403           +   chr MT       YP_626387.1   \n",
       "4108536   NC_008141.1:10716-11861           +   chr MT       YP_637125.1   \n",
       "4171594   NC_008221.1:10269-11408           +   chr MT       YP_659523.1   \n",
       "4177879   NC_008233.1:10291-11433           +   chr MT       YP_665523.1   \n",
       "4177891   NC_008234.1:10205-11344           +   chr MT       YP_665536.1   \n",
       "4266864   NC_008323.1:12528-13667           +   chr MT       YP_740081.1   \n",
       "4356559    NC_008413.1:9014-10150           +   chr MT       YP_778666.1   \n",
       "4363490     NC_008453.1:8610-9746           +   chr MT       YP_784044.1   \n",
       "4480373     NC_008572.1:4058-5182           +   chr MT       YP_863647.1   \n",
       "4657580   NC_008748.1:10540-11674           +   chr MT       YP_961393.1   \n",
       "4657664     NC_008742.1:4814-5953           +   chr MT       YP_961309.1   \n",
       "4669988   NC_008754.1:10564-11700           +   chr MT       YP_973126.1   \n",
       "4670010   NC_008755.1:10394-11528           +   chr MT       YP_973139.1   \n",
       "4670022   NC_008756.1:10435-11570           +   chr MT       YP_973152.1   \n",
       "4788295     NC_008831.2:4842-5972           +   chr MT    YP_001023780.1   \n",
       "4924546       NC_009093.1:13-1086           +   chr MT    YP_001095994.1   \n",
       "4924553   NC_009093.1:15053-16126           +   chr MT    YP_001096005.1   \n",
       "5132708   NC_009458.1:12909-14043           +   chr MT    YP_001218728.1   \n",
       "5183217   NC_009498.1:10439-11569           +   chr MT    YP_001256898.1   \n",
       "5183228   NC_009500.1:10449-11579           +   chr MT    YP_001256924.1   \n",
       "5183283   NC_009501.1:10444-11574           +   chr MT    YP_001256937.1   \n",
       "5183314   NC_009499.1:10439-11569           +   chr MT    YP_001256911.1   \n",
       "5333206   NC_009626.1:10456-11591           +   chr MT    YP_001315043.1   \n",
       "5333402    NC_009679.1:8999-10135           +   chr MT    YP_001382118.1   \n",
       "5469268   NC_009733.1:11525-12661           +   chr MT    YP_001425550.1   \n",
       "5480585    NC_009738.1:9737-10840           +   chr MT    YP_001427353.1   \n",
       "5563293   NC_009772.1:10541-11677           +   chr MT    YP_001434551.1   \n",
       "5601635   NC_009809.1:12258-13394           +   chr MT    YP_001468385.1   \n",
       "5626925   NC_009876.1:10400-11536           +   chr MT    YP_001491569.1   \n",
       "5729725   NC_009964.1:10272-11403           +   chr MT    YP_001542589.1   \n",
       "5729884   NC_009967.1:10382-11516           +   chr MT    YP_001542727.1   \n",
       "5739949   NC_009983.1:11342-12439           +   chr MT    YP_001552109.1   \n",
       "5740953     NC_009985.1:8593-9697           +   chr MT    YP_001552176.1   \n",
       "5758752     NC_009984.1:8654-9764           +   chr MT    YP_001552163.1   \n",
       "5846313   NC_010219.1:10398-11543           +   chr MT    YP_001648711.1   \n",
       "5846699     NC_010221.1:6376-7488           +   chr MT    YP_001648734.1   \n",
       "5848754   NC_010266.1:10683-11837           +   chr MT    YP_001650760.1   \n",
       "6159543   NC_010522.1:10528-11679           +   chr MT    YP_001789013.1   \n",
       "6164212     NC_010526.1:7620-8684           +   chr MT    YP_001795379.1   \n",
       "6172301   NC_010534.1:10238-11369           +   chr MT    YP_001798491.1   \n",
       "6172320   NC_010532.1:10591-11727           +   chr MT    YP_001798465.1   \n",
       "6172329   NC_010535.1:10686-11815           +   chr MT    YP_001798504.1   \n",
       "6172353   NC_010536.1:10235-11363           +   chr MT    YP_001798517.1   \n",
       "6172494   NC_010533.1:10394-11528           +   chr MT    YP_001798478.1   \n",
       "6197850   NC_010568.1:10392-11543           +   chr MT    YP_001816823.1   \n",
       "6220787        NC_010595.1:1-1087           +   chr MT    YP_001837107.1   \n",
       "6237570   NC_010613.1:10500-11660           +   chr MT    YP_001853761.1   \n",
       "6335786    NC_010765.1:9859-10960           +   chr MT    YP_001936222.1   \n",
       "6335914   NC_010766.1:12138-13269           +   chr MT    YP_001936235.1   \n",
       "6335924    NC_010777.1:9419-10549           +   chr MT    YP_001936591.1   \n",
       "6336118   NC_010779.1:10027-11142           +   chr MT    YP_001936617.1   \n",
       "6336158    NC_010782.1:9975-11096           +   chr MT    YP_001936656.1   \n",
       "6390649   NC_010969.1:10060-11193           +   chr MT    YP_001974642.1   \n",
       "6407554   NC_010964.1:10056-11187           +   chr MT    YP_001974577.1   \n",
       "6417780   NC_010967.1:10879-12023           +   chr MT    YP_001974616.1   \n",
       "6446608    NC_011036.1:9218-10313           +   chr MT    YP_002003298.1   \n",
       "6654187   NC_011095.1:10396-11535           +   chr MT    YP_002117521.1   \n",
       "6740830   NC_011115.1:10394-11532           +   chr MT    YP_002117917.1   \n",
       "6740854   NC_011114.1:10395-11533           +   chr MT    YP_002117904.1   \n",
       "6741632   NC_011119.1:10398-11536           +   chr MT    YP_002117969.1   \n",
       "6742743   NC_011128.1:10741-11895           +   chr MT    YP_002122323.1   \n",
       "6870557   NC_011195.1:10790-11947           +   chr MT    YP_002213623.1   \n",
       "6870662   NC_011200.1:10366-11500           +   chr MT    YP_002213688.1   \n",
       "6870680   NC_011197.1:10328-11459           +   chr MT    YP_002213649.1   \n",
       "6921905   NC_011278.1:10503-11639           +   chr MT    YP_002229163.1   \n",
       "6921934   NC_011276.1:10326-11462           +   chr MT    YP_002229137.1   \n",
       "6921948   NC_011277.1:10426-11562           +   chr MT    YP_002229150.1   \n",
       "6941181     NC_011293.1:8733-9836           +   chr MT    YP_002242164.1   \n",
       "6947178   NC_011303.1:10404-11545           +   chr MT    YP_002261363.1   \n",
       "6947214   NC_011301.1:10211-11341           +   chr MT    YP_002261337.1   \n",
       "6947250   NC_011305.1:10452-11591           +   chr MT    YP_002261389.1   \n",
       "6947300   NC_011302.1:10336-11467           +   chr MT    YP_002261350.1   \n",
       "6947320   NC_011306.1:10836-11970           +   chr MT    YP_002261402.1   \n",
       "6962710   NC_011329.1:10456-11592           +   chr MT    YP_002265612.1   \n",
       "6962724   NC_011326.1:10478-11617           +   chr MT    YP_002265573.1   \n",
       "6962829   NC_011320.1:10492-11628           +   chr MT    YP_002265495.1   \n",
       "6962843   NC_011322.1:10356-11488           +   chr MT    YP_002265521.1   \n",
       "6962857   NC_011324.1:10288-11424           +   chr MT    YP_002265547.1   \n",
       "6962871   NC_011328.1:10273-11409           +   chr MT    YP_002265599.1   \n",
       "6973040   NC_011359.1:10451-11585           +   chr MT    YP_002274313.1   \n",
       "7012368   NC_011524.1:10334-11468           +   chr MT    YP_002302555.1   \n",
       "7042808     NC_011574.1:7988-9050           +   chr MT    YP_002317282.1   \n",
       "7042962   NC_011572.1:11860-12964           +   chr MT    YP_002317256.1   \n",
       "7055885   NC_011594.1:10297-11412           +   chr MT    YP_002323941.1   \n",
       "7055917   NC_011596.1:10573-11707           +   chr MT    YP_002327413.1   \n",
       "7055924     NC_011597.1:2780-3914           +   chr MT    YP_002327418.1   \n",
       "7055938     NC_011598.1:2781-3915           +   chr MT    YP_002327431.1   \n",
       "7095541   NC_011717.1:10457-11593           +   chr MT    YP_002364612.1   \n",
       "7113296   NC_011755.1:10304-11440           +   chr MT    YP_002418805.1   \n",
       "7256386   NC_011813.1:10371-11505           +   chr MT    YP_002456254.1   \n",
       "7256496   NC_011823.1:10319-11454           +   chr MT    YP_002456383.1   \n",
       "7256511   NC_011824.1:10353-11490           +   chr MT    YP_002456396.1   \n",
       "7256552   NC_011827.1:10445-11587           +   chr MT    YP_002456435.1   \n",
       "7323898   NC_011923.1:11080-12220           +   chr MT    YP_002519431.1   \n",
       "7411819   NC_012060.1:10455-11591           +   chr MT    YP_002587084.1   \n",
       "7557585   NC_012139.1:10195-11331           +   chr MT    YP_002640534.1   \n",
       "7557675     NC_012144.1:8181-9326           +   chr MT    YP_002640598.1   \n",
       "7564640    NC_012217.1:8922-10056           +   chr MT    YP_002650703.1   \n",
       "7564656   NC_012218.1:12916-14019           -   chr MT    YP_002650718.1   \n",
       "7670137   NC_012421.1:10293-11418           +   chr MT    YP_002791170.1   \n",
       "7670222   NC_012424.1:10263-11394           +   chr MT    YP_002727921.1   \n",
       "7670250   NC_012429.1:10173-11309           +   chr MT    YP_002727947.1   \n",
       "7670264   NC_012432.1:10386-11517           +   chr MT    YP_002727960.1   \n",
       "7671877   NC_012446.1:10199-11333           +   chr MT    YP_002791235.1   \n",
       "7671907   NC_012455.1:10105-11233           -   chr MT    YP_002735002.1   \n",
       "7671955   NC_012449.1:10236-11367           +   chr MT    YP_002734956.1   \n",
       "7671994   NC_012456.1:10206-11343           +   chr MT    YP_002735016.1   \n",
       "7672023   NC_012458.1:10085-11216           +   chr MT    YP_002735042.1   \n",
       "7672037   NC_012459.1:10022-11153           +   chr MT    YP_002735055.1   \n",
       "7672045   NC_012460.1:10217-11348           +   chr MT    YP_002735068.1   \n",
       "7672065   NC_012462.1:10452-11591           +   chr MT    YP_002735081.1   \n",
       "7672079   NC_012463.1:10329-11463           +   chr MT    YP_002735094.1   \n",
       "7672093   NC_012464.1:10241-11371           +   chr MT    YP_002735107.1   \n",
       "7768683    NC_012565.1:9017-10151           +   chr MT    YP_002808468.1   \n",
       "7768738    NC_012569.1:9014-10148           +   chr MT    YP_002808534.1   \n",
       "7768764     NC_012571.1:7641-8705           +   chr MT    YP_002808558.1   \n",
       "7768779    NC_012572.1:9039-10173           +   chr MT    YP_002808573.1   \n",
       "7768785   NC_012574.1:10201-11329           +   chr MT    YP_002808600.1   \n",
       "7768883    NC_012566.1:8961-10095           +   chr MT    YP_002808481.1   \n",
       "7768896    NC_012567.1:9028-10162           +   chr MT    YP_002808494.1   \n",
       "7802895   NC_012617.1:10084-11205           +   chr MT    YP_002836178.1   \n",
       "7804407   NC_012644.1:10442-11573           +   chr MT    YP_002860169.1   \n",
       "7804421   NC_012645.1:10454-11588           +   chr MT    YP_002860182.1   \n",
       "7872302   NC_012688.1:10676-11818           +   chr MT    YP_002889394.1   \n",
       "7872316   NC_012689.1:10373-11506           +   chr MT    YP_002889407.1   \n",
       "7901845   NC_012708.1:12070-13206           +   chr MT    YP_002907411.1   \n",
       "7922596   NC_012727.1:10521-11672           +   chr MT    YP_002916052.1   \n",
       "7943039   NC_012739.1:10504-11658           +   chr MT    YP_002922071.1   \n",
       "7943811   NC_012738.1:10452-11587           +   chr MT    YP_002922058.1   \n",
       "7944375   NC_012765.1:10309-11448           +   chr MT    YP_002929359.1   \n",
       "7996384   NC_012817.1:10248-11382           +   chr MT    YP_002970618.1   \n",
       "7996398   NC_012819.1:10293-11427           +   chr MT    YP_002970720.1   \n",
       "7996477   NC_012823.1:10593-11724           +   chr MT    YP_002970772.1   \n",
       "7996609   NC_012835.1:10113-11231           +   chr MT    YP_002970939.1   \n",
       "7996680   NC_012841.1:10266-11400           +   chr MT    YP_002971017.1   \n",
       "7996694   NC_012842.1:10409-11540           +   chr MT    YP_002971030.1   \n",
       "7996736   NC_012845.1:10280-11414           +   chr MT    YP_002971069.1   \n",
       "7996788   NC_012838.1:10323-11457           +   chr MT    YP_002970978.1   \n",
       "8097100   NC_012888.1:10312-11446           +   chr MT    YP_002995752.1   \n",
       "8097128   NC_012893.1:10639-11796           +   chr MT    YP_003001968.1   \n",
       "8097361   NC_012901.1:10363-11496           +   chr MT    YP_003002162.1   \n",
       "8220986        NC_013032.1:1-1137           -   chr MT    YP_003084313.1   \n",
       "8250890    NC_013063.1:9964-11080           +   chr MT    YP_003097086.1   \n",
       "8250931    NC_013066.1:9906-11033           +   chr MT    YP_003097124.1   \n",
       "8303635   NC_013070.1:10272-11411           +   chr MT    YP_003097175.1   \n",
       "8382036   NC_013180.1:10380-11514           +   chr MT    YP_003162731.1   \n",
       "8382100   NC_013184.1:12999-14099           -   chr MT    YP_003162784.1   \n",
       "8382114   NC_013185.1:10239-11370           +   chr MT    YP_003162796.1   \n",
       "8445095   NC_013238.1:11090-12253           +   chr MT    YP_003204693.1   \n",
       "8445123   NC_013240.1:10418-11557           +   chr MT    YP_003204719.1   \n",
       "8445263    NC_013246.1:8987-10121           +   chr MT    YP_003204796.1   \n",
       "8445347   NC_013249.1:10428-11562           +   chr MT    YP_003204836.1   \n",
       "8445404   NC_013251.1:10224-11360           +   chr MT    YP_003204862.1   \n",
       "8445501   NC_013254.1:10212-11346           +   chr MT    YP_003204899.1   \n",
       "8445529   NC_013256.1:10384-11518           +   chr MT    YP_003204937.1   \n",
       "8445557   NC_013257.1:10506-11640           +   chr MT    YP_003204950.1   \n",
       "8445574   NC_013252.1:10306-11446           +   chr MT    YP_003204875.1   \n",
       "8457892   NC_013272.1:10306-11445           +   chr MT    YP_003208165.1   \n",
       "8560263    NC_013474.2:9789-10899           +   chr MT    YP_003288848.1   \n",
       "8560554     NC_013480.1:5372-6506           +   chr MT    YP_003289022.1   \n",
       "8655928   NC_013554.1:10959-12089           +   chr MT    YP_003331014.1   \n",
       "8656338   NC_013576.1:10194-11292           +   chr MT    YP_003331300.1   \n",
       "8656390   NC_013578.1:10544-11684           +   chr MT    YP_003331326.1   \n",
       "8656442   NC_013580.1:10310-11452           +   chr MT    YP_003331352.1   \n",
       "8656494   NC_013582.1:10223-11366           +   chr MT    YP_003331378.1   \n",
       "8673044   NC_013604.1:10393-11541           +   chr MT    YP_003345045.1   \n",
       "8690265   NC_013701.1:10399-11538           +   chr MT    YP_003359203.1   \n",
       "8690321   NC_013706.1:10281-11384           +   chr MT    YP_003359337.1   \n",
       "8690584    NC_013713.1:9019-10153           +   chr MT    YP_003359521.1   \n",
       "8774407     NC_013819.1:5235-6374           +   chr MT    YP_003433910.1   \n",
       "8774454   NC_013822.1:10419-11553           +   chr MT    YP_003433952.1   \n",
       "8774620   NC_013826.1:10397-11536           +   chr MT    YP_003434076.1   \n",
       "8774746   NC_013835.1:10403-11542           +   chr MT    YP_003434193.1   \n",
       "8775079   NC_013847.1:10412-11550           +   chr MT    YP_003434454.1   \n",
       "8846980   NC_013932.1:10371-11507           +   chr MT    YP_003495090.1   \n",
       "8889951     NC_013976.1:8410-9534           -   chr MT    YP_003540690.1   \n",
       "9072808     NC_014049.1:6450-7538           -   chr MT    YP_003587337.1   \n",
       "9072898   NC_014053.1:10462-11610           +   chr MT    YP_003587419.1   \n",
       "9072911   NC_014055.1:10417-11560           +   chr MT    YP_003587445.1   \n",
       "9073166   NC_014058.1:10549-11697           +   chr MT    YP_003587606.1   \n",
       "9262494   NC_014224.1:10448-11599           +   chr MT    YP_003708375.1   \n",
       "9385118   NC_014272.1:10511-11647           -   chr MT    YP_003734712.1   \n",
       "9385147   NC_014274.1:10311-11442           +   chr MT    YP_003734739.1   \n",
       "9385161   NC_014275.1:10404-11540           +   chr MT    YP_003734752.1   \n",
       "9385203   NC_014278.1:11044-12180           +   chr MT    YP_003734791.1   \n",
       "9385325   NC_014283.1:10397-11531           +   chr MT    YP_003734909.1   \n",
       "9385565   NC_014289.1:10386-11525           +   chr MT    YP_003735103.1   \n",
       "9385634   NC_014294.1:10461-11609           +   chr MT    YP_003735167.1   \n",
       "9385648   NC_014295.1:10918-12066           +   chr MT    YP_003735180.1   \n",
       "9480875    NC_014339.1:8966-10100           +   chr MT    YP_003795252.1   \n",
       "9481016    NC_014342.1:9069-10203           +   chr MT    YP_003795358.1   \n",
       "9481183     NC_014347.1:7611-8675           +   chr MT    YP_003795552.1   \n",
       "9481333   NC_014349.1:10430-11569           +   chr MT    YP_003795656.1   \n",
       "9538339   NC_014398.1:10430-11573           +   chr MT    YP_003848719.1   \n",
       "9538350     NC_014399.1:7608-8672           +   chr MT    YP_003848729.1   \n",
       "9538417   NC_014402.1:10484-11620           +   chr MT    YP_003848771.1   \n",
       "9711097   NC_014449.1:10414-11550           +   chr MT    YP_003856680.1   \n",
       "9711111   NC_014450.1:10393-11528           +   chr MT    YP_003856693.1   \n",
       "9711125   NC_014451.1:10384-11522           +   chr MT    YP_003856706.1   \n",
       "9725811   NC_014488.1:10485-11623           +   chr MT    YP_003875519.1   \n",
       "9725906   NC_014490.1:10416-11555           +   chr MT    YP_003875562.1   \n",
       "9725942   NC_014491.1:10346-11483           +   chr MT    YP_003875575.1   \n",
       "9725956     NC_014492.1:7373-8488           +   chr MT    YP_003875585.1   \n",
       "9725973   NC_014493.1:10413-11546           +   chr MT    YP_003875601.1   \n",
       "9728726   NC_014505.1:10118-11248           +   chr MT    YP_003891060.1   \n",
       "9829914   NC_014574.1:10431-11565           +   chr MT    YP_003934133.1   \n",
       "9830180   NC_014587.1:10387-11538           +   chr MT    YP_003934425.1   \n",
       "9838802   NC_014610.1:10425-11567           +   chr MT    YP_003934993.1   \n",
       "9838816   NC_014611.1:10556-11690           +   chr MT    YP_003935006.1   \n",
       "9977722   NC_014668.1:10517-11668           +   chr MT    YP_004021062.1   \n",
       "9977735    NC_014669.1:9010-10131           +   chr MT    YP_004021074.1   \n",
       "9977786   NC_014671.1:10150-11281           +   chr MT    YP_004021101.1   \n",
       "9977799    NC_014672.1:9021-10142           +   chr MT    YP_004021113.1   \n",
       "9977816   NC_014673.1:10309-11442           +   chr MT    YP_004021127.1   \n",
       "9978214    NC_014677.1:9026-10147           +   chr MT    YP_004021387.1   \n",
       "9978231   NC_014678.1:10226-11357           +   chr MT    YP_004021401.1   \n",
       "9978245   NC_014680.1:10257-11388           +   chr MT    YP_004021428.1   \n",
       "9978270    NC_014683.1:9653-10748           +   chr MT    YP_004021467.1   \n",
       "9978315     NC_014687.1:5843-6958           +   chr MT    YP_004021517.1   \n",
       "9978329   NC_014688.1:10239-11370           +   chr MT    YP_004021534.1   \n",
       "9978578     NC_014700.1:8786-9920           +   chr MT    YP_004021836.1   \n",
       "9978606   NC_014702.1:10234-11365           +   chr MT    YP_004021863.1   \n",
       "9978633   NC_014704.1:10442-11577           +   chr MT    YP_004021889.1   \n",
       "9978648   NC_014705.1:10184-11312           +   chr MT    YP_004021902.1   \n",
       "9994838   NC_014695.1:10207-11335           +   chr MT    YP_004021629.1   \n",
       "10002870  NC_014694.1:10236-11367           +   chr MT    YP_004021616.1   \n",
       "10043687  NC_014806.1:10492-11637           +   chr MT    YP_004072439.1   \n",
       "10080123   NC_014883.1:8861-10018           +   chr MT    YP_004123580.1   \n",
       "10200253   NC_015073.1:8926-10060           +   chr MT    YP_004221780.1   \n",
       "10200284  NC_015075.1:10890-11993           +   chr MT    YP_004221807.1   \n",
       "10200338  NC_015079.1:10427-11561           +   chr MT    YP_004221859.1   \n",
       "10200767  NC_015093.1:10415-11551           +   chr MT    YP_004222174.1   \n",
       "10200819  NC_015095.1:10401-11537           +   chr MT    YP_004222200.1   \n",
       "10210905  NC_015118.1:10354-11488           +   chr MT    YP_004222774.1   \n",
       "10549197  NC_015478.1:10408-11550           +   chr MT    YP_004425028.1   \n",
       "10549248  NC_015480.1:10459-11613           +   chr MT    YP_004425055.1   \n",
       "10610061  NC_015537.1:10421-11572           +   chr MT    YP_004465100.1   \n",
       "10743681   NC_015607.1:8984-10118           +   chr MT    YP_004563981.1   \n",
       "10743973  NC_015612.1:10597-11742           +   chr MT    YP_004564191.1   \n",
       "10744535  NC_015624.1:10392-11531           +   chr MT    YP_004564573.1   \n",
       "10744657  NC_015609.1:10436-11570           +   chr MT    YP_004564080.1   \n",
       "10964116  NC_015799.1:10262-11393           +   chr MT    YP_004733183.1   \n",
       "10964142  NC_015800.1:10464-11595           +   chr MT    YP_004733196.1   \n",
       "10965813  NC_015835.1:10620-11768           +   chr MT    YP_004734371.1   \n",
       "10970919  NC_015842.1:10328-11464           +   chr MT    YP_004734462.1   \n",
       "11030471  NC_015895.1:10384-11529           +   chr MT    YP_004769886.1   \n",
       "11123031   NC_015982.1:9281-10378           +   chr MT    YP_004841759.1   \n",
       "11123204  NC_015985.1:10573-11721           +   chr MT    YP_004841874.1   \n",
       "11123246  NC_015988.1:10397-11551           +   chr MT    YP_004841913.1   \n",
       "11123331    NC_015997.1:1532-2656           +   chr MT    YP_004842302.1   \n",
       "11123351    NC_015999.1:2557-3645           +   chr MT    YP_004842321.1   \n",
       "11162811   NC_016015.1:8969-10103           +   chr MT    YP_004857859.1   \n",
       "11162813  NC_016016.1:10513-11658           +   chr MT    YP_004857873.1   \n",
       "11162838   NC_016017.1:9578-10714           +   chr MT    YP_004857886.1   \n",
       "11162853  NC_016018.1:10536-11684           +   chr MT    YP_004857899.1   \n",
       "11256221  NC_016056.1:10468-11604           +   chr MT    YP_004891176.1   \n",
       "11256300  NC_016062.1:10421-11570           +   chr MT    YP_004891312.1   \n",
       "11256392  NC_016067.1:10586-11751           +   chr MT    YP_004891576.1   \n",
       "11340978  NC_016167.1:10631-11767           +   chr MT    YP_004934816.1   \n",
       "11341006  NC_016169.1:10662-11798           +   chr MT    YP_004934842.1   \n",
       "11341039  NC_016173.1:12931-14070           +   chr MT    YP_004934868.1   \n",
       "11341081  NC_016176.1:10557-11693           +   chr MT    YP_004934907.1   \n",
       "11341150  NC_016182.1:10354-11490           +   chr MT    YP_004934971.1   \n",
       "11341190   NC_016184.1:9072-10208           +   chr MT    YP_004934996.1   \n",
       "11341388  NC_016196.1:10391-11545           +   chr MT    YP_004935155.1   \n",
       "11341478  NC_016201.1:10414-11550           +   chr MT    YP_004935216.1   \n",
       "11341492  NC_016202.1:10458-11594           +   chr MT    YP_004935229.1   \n",
       "11341506  NC_016203.1:10748-11884           +   chr MT    YP_004935242.1   \n",
       "11341520  NC_016204.1:10670-11806           +   chr MT    YP_004935255.1   \n",
       "11452008  NC_016419.1:10404-11555           +   chr MT    YP_004935395.1   \n",
       "11452368  NC_016432.1:10218-11352           +   chr MT    YP_004935643.1   \n",
       "11473371  NC_016469.1:10687-11823           +   chr MT    YP_004940586.1   \n",
       "11538879    NC_016676.1:8571-9681           +   chr MT    YP_005087986.1   \n",
       "11540000  NC_016704.1:10531-11679           +   chr MT    YP_005088745.1   \n",
       "11540337  NC_016713.1:10415-11549           +   chr MT    YP_005089072.1   \n",
       "11540379  NC_016716.1:10406-11540           +   chr MT    YP_005089111.1   \n",
       "11540557  NC_016720.1:10371-11517           +   chr MT    YP_005089233.1   \n",
       "11540618  NC_016724.1:10419-11567           +   chr MT    YP_005089285.1   \n",
       "11669617  NC_016865.1:10531-11667           +   chr MT    YP_005255135.1   \n",
       "11669631  NC_016866.1:10489-11631           +   chr MT    YP_005255148.1   \n",
       "11763603   NC_016925.1:9676-10810           -   chr MT    YP_005296381.1   \n",
       "11763617   NC_016926.1:9379-10513           -   chr MT    YP_005296394.1   \n",
       "11816598  NC_016956.1:10414-11547           +   chr MT    YP_005351202.1   \n",
       "11946033  NC_017007.1:10432-11577           +   chr MT    YP_005353019.1   \n",
       "12079350   NC_017600.1:9074-10210           +   chr MT    YP_006073067.1   \n",
       "12079545  NC_017605.1:10397-11533           +   chr MT    YP_006073206.1   \n",
       "12354256  NC_017744.1:10516-11667           +   chr MT    YP_006234048.1   \n",
       "12354261  NC_017745.1:13177-14255           +   chr MT    YP_006234062.1   \n",
       "12354344   NC_017752.1:9568-10650           +   chr MT    YP_006234167.1   \n",
       "12354567  NC_017756.1:13236-14314           +   chr MT    YP_006234403.1   \n",
       "12354581  NC_017757.1:13196-14274           +   chr MT    YP_006234416.1   \n",
       "12354595  NC_017758.1:13068-14147           +   chr MT    YP_006234429.1   \n",
       "12354613  NC_017759.1:13166-14241           +   chr MT    YP_006234442.1   \n",
       "12354621    NC_017760.1:8721-9837           +   chr MT    YP_006234453.1   \n",
       "12354678  NC_017748.1:10247-11380           +   chr MT    YP_006234100.1   \n",
       "12798728  NC_017869.1:10565-11716           +   chr MT    YP_006303156.1   \n",
       "13080016  NC_018029.1:10404-11550           +   chr MT    YP_006460003.1   \n",
       "13080031  NC_018030.1:10413-11561           +   chr MT    YP_006460016.1   \n",
       "13080170  NC_018040.1:10436-11584           +   chr MT    YP_006460145.1   \n",
       "13080338  NC_018047.1:10419-11567           +   chr MT    YP_006460280.1   \n",
       "13080352  NC_018048.1:10601-11749           +   chr MT    YP_006460293.1   \n",
       "13080366  NC_018049.1:10509-11657           +   chr MT    YP_006460306.1   \n",
       "13228880  NC_018094.1:10385-11530           +   chr MT    YP_006493355.1   \n",
       "13228903  NC_018095.1:10430-11575           +   chr MT    YP_006493368.1   \n",
       "13228921   NC_018097.1:9003-10139           +   chr MT    YP_006493393.1   \n",
       "13230425  NC_018118.1:10404-11540           +   chr MT    YP_006503868.1   \n",
       "13230453  NC_018120.1:10357-11488           +   chr MT    YP_006503894.1   \n",
       "13230467  NC_018121.1:10349-11482           +   chr MT    YP_006503907.1   \n",
       "13230481  NC_018122.1:10544-11677           +   chr MT    YP_006503920.1   \n",
       "13230495  NC_018123.1:10324-11455           +   chr MT    YP_006503933.1   \n",
       "13230509  NC_018124.1:10382-11514           +   chr MT    YP_006503946.1   \n",
       "13230523  NC_018125.1:10455-11586           +   chr MT    YP_006503959.1   \n",
       "13230537  NC_018126.1:10499-11635           +   chr MT    YP_006503972.1   \n",
       "13230551  NC_018127.1:10470-11601           +   chr MT    YP_006503985.1   \n",
       "13230565  NC_018128.1:10458-11590           +   chr MT    YP_006503998.1   \n",
       "13230579  NC_018129.1:10431-11564           +   chr MT    YP_006504011.1   \n",
       "13230593  NC_018130.1:10430-11562           +   chr MT    YP_006504024.1   \n",
       "13230607  NC_018131.1:10445-11578           +   chr MT    YP_006504037.1   \n",
       "13230621  NC_018132.1:10338-11469           +   chr MT    YP_006504050.1   \n",
       "13230635  NC_018133.1:10466-11617           +   chr MT    YP_006504063.1   \n",
       "13435154  NC_018339.1:10544-11678           +   chr MT    YP_006575880.1   \n",
       "13435268  NC_018346.1:10374-11525           +   chr MT    YP_006575963.1   \n",
       "13435332  NC_018349.1:10288-11428           +   chr MT    YP_006576002.1   \n",
       "13435346  NC_018350.1:10268-11405           +   chr MT    YP_006576015.1   \n",
       "13435360  NC_018351.1:10282-11418           +   chr MT    YP_006576028.1   \n",
       "13435374  NC_018352.1:10312-11449           +   chr MT    YP_006576041.1   \n",
       "13435388  NC_018353.1:10149-11286           +   chr MT    YP_006576054.1   \n",
       "13435402  NC_018354.1:10309-11444           +   chr MT    YP_006576067.1   \n",
       "13435522    NC_018361.1:8770-9906           +   chr MT    YP_006576240.1   \n",
       "13436040   NC_018369.2:9826-10906           +   chr MT    YP_006576358.1   \n",
       "13539848  NC_018538.1:14033-15169           +   chr MT    YP_006665731.1   \n",
       "13540022  NC_018542.1:10228-11362           +   chr MT    YP_006665855.1   \n",
       "13540036  NC_018543.1:10226-11362           +   chr MT    YP_006665868.1   \n",
       "13540105  NC_018545.1:10182-11285           +   chr MT    YP_006665907.1   \n",
       "13540132  NC_018547.1:10460-11614           +   chr MT    YP_006665933.1   \n",
       "13540160  NC_018549.1:10366-11499           +   chr MT    YP_006665959.1   \n",
       "13620984  NC_018599.1:10430-11563           +   chr MT    YP_006702509.1   \n",
       "13824840  NC_018754.1:10604-11755           +   chr MT    YP_006883042.1   \n",
       "13825082  NC_018765.1:10388-11524           +   chr MT    YP_006883241.1   \n",
       "13825361  NC_018772.1:10322-11458           +   chr MT    YP_006883457.1   \n",
       "13825444   NC_018778.1:8965-10101           +   chr MT    YP_006883534.1   \n",
       "13825569  NC_018787.1:10564-11700           +   chr MT    YP_006883652.1   \n",
       "14048250  NC_019573.1:10399-11533           +   chr MT    YP_007024824.1   \n",
       "14048530  NC_019593.1:11972-13108           +   chr MT    YP_007025084.1   \n",
       "14048544  NC_019594.1:10046-11182           +   chr MT    YP_007025097.1   \n",
       "14048558  NC_019595.1:10541-11677           +   chr MT    YP_007025110.1   \n",
       "14048586  NC_019597.1:10198-11316           +   chr MT    YP_007025136.1   \n",
       "14049070   NC_019606.1:9002-10136           +   chr MT    YP_007025643.1   \n",
       "14049084   NC_019607.1:9011-10145           +   chr MT    YP_007025656.1   \n",
       "14049098   NC_019608.1:8928-10064           +   chr MT    YP_007025669.1   \n",
       "14049112   NC_019609.1:8980-10114           +   chr MT    YP_007025682.1   \n",
       "14049126   NC_019610.1:8955-10089           +   chr MT    YP_007025695.1   \n",
       "14049583  NC_019618.1:10414-11550           +   chr MT    YP_007025992.1   \n",
       "14049597  NC_019619.1:10695-11843           +   chr MT    YP_007026005.1   \n",
       "14049639  NC_019622.1:10529-11677           +   chr MT    YP_007026044.1   \n",
       "14049653  NC_019623.1:10200-11328           +   chr MT    YP_007026057.1   \n",
       "14049675   NC_019627.1:9790-10926           -   chr MT    YP_007026104.1   \n",
       "14049859  NC_019631.1:10416-11551           +   chr MT    YP_007026236.1   \n",
       "14049873  NC_019632.1:10423-11558           +   chr MT    YP_007026249.1   \n",
       "14049887  NC_019633.1:10425-11559           +   chr MT    YP_007026262.1   \n",
       "14049901  NC_019634.1:10419-11554           +   chr MT    YP_007026275.1   \n",
       "14049915  NC_019635.1:10425-11559           +   chr MT    YP_007026288.1   \n",
       "14049922  NC_019636.1:10397-11532           +   chr MT    YP_007026301.1   \n",
       "14049943  NC_019637.1:10411-11545           +   chr MT    YP_007026314.1   \n",
       "14049957  NC_019638.1:10400-11534           +   chr MT    YP_007026327.1   \n",
       "14049971  NC_019639.1:10411-11546           +   chr MT    YP_007026340.1   \n",
       "14049985  NC_019640.1:10368-11502           +   chr MT    YP_007026353.1   \n",
       "14050014   NC_019642.1:9769-10881           +   chr MT    YP_007026379.1   \n",
       "14050267     NC_019654.1:456-1592           -   chr MT    YP_007026816.1   \n",
       "14050305     NC_019655.1:213-1349           -   chr MT    YP_007026829.1   \n",
       "14050343     NC_019656.1:480-1616           -   chr MT    YP_007026842.1   \n",
       "14050380       NC_019657.1:1-1137           -   chr MT    YP_007026855.1   \n",
       "14050419     NC_019658.1:480-1616           -   chr MT    YP_007026868.1   \n",
       "14050457     NC_019659.1:249-1385           -   chr MT    YP_007026881.1   \n",
       "14050495     NC_019660.1:636-1772           -   chr MT    YP_007026894.1   \n",
       "14050550   NC_019663.1:9794-10870           +   chr MT    YP_007026944.1   \n",
       "14181185       NC_019653.1:1-1137           -   chr MT    YP_007026803.1   \n",
       "14181205  NC_019662.2:11287-12426           +   chr MT    YP_009160743.1   \n",
       "14401703  NC_019993.1:10419-11558           +   chr MT    YP_007316725.1   \n",
       "14411183  NC_019994.1:10426-11562           +   chr MT    YP_007316738.1   \n",
       "14411211  NC_019996.1:10481-11629           +   chr MT    YP_007316764.1   \n",
       "14411500  NC_020003.2:10450-11598           +   chr MT    YP_007316855.2   \n",
       "14411514  NC_020004.1:10592-11743           +   chr MT    YP_007316868.1   \n",
       "14411947    NC_020020.1:8661-9795           -   chr MT    YP_007317321.1   \n",
       "14411960    NC_020021.1:8696-9830           -   chr MT    YP_007317333.1   \n",
       "14411977   NC_020022.1:8943-10077           +   chr MT    YP_007317349.1   \n",
       "14411991   NC_020023.1:8998-10134           +   chr MT    YP_007317362.1   \n",
       "14412006   NC_020024.1:9981-11115           +   chr MT    YP_007317376.1   \n",
       "14412019   NC_020025.1:9044-10180           +   chr MT    YP_007317388.1   \n",
       "14412034  NC_020026.1:13220-14404           +   chr MT    YP_007317402.1   \n",
       "14412047   NC_020027.1:8940-10076           +   chr MT    YP_007317414.1   \n",
       "14412074  NC_020029.1:10426-11562           +   chr MT    YP_007317439.1   \n",
       "14412125  NC_020031.1:10257-11388           +   chr MT    YP_007317465.1   \n",
       "14412250   NC_020040.1:8997-10131           +   chr MT    YP_007317581.1   \n",
       "14445123  NC_020094.1:10517-11665           +   chr MT    YP_007353854.1   \n",
       "14469193  NC_020143.1:10290-11426           +   chr MT    YP_007374662.1   \n",
       "14469208   NC_020144.1:9996-11126           +   chr MT    YP_007374675.1   \n",
       "14656944  NC_020309.1:10199-11333           +   chr MT    YP_007474199.1   \n",
       "14656957   NC_020310.1:8943-10079           +   chr MT    YP_007474211.1   \n",
       "14656971   NC_020311.1:8951-10087           +   chr MT    YP_007474224.1   \n",
       "\n",
       "          protein_length  protein_name  \n",
       "gene_id                                 \n",
       "800081             377.0  cytochrome b  \n",
       "802322             377.0  cytochrome b  \n",
       "802401             366.0  cytochrome b  \n",
       "802590             378.0  cytochrome b  \n",
       "802687             378.0  cytochrome b  \n",
       "802999             377.0  cytochrome b  \n",
       "803775             377.0  cytochrome b  \n",
       "803801             378.0  cytochrome b  \n",
       "803817             379.0  cytochrome b  \n",
       "804555             372.0  cytochrome b  \n",
       "804572             372.0  cytochrome b  \n",
       "804626             378.0  cytochrome b  \n",
       "804647             385.0  cytochrome b  \n",
       "804913             376.0  cytochrome b  \n",
       "804927             376.0  cytochrome b  \n",
       "805190             378.0  cytochrome b  \n",
       "805463             360.0  cytochrome b  \n",
       "805648             371.0  cytochrome b  \n",
       "806164             367.0  cytochrome b  \n",
       "806183             378.0  cytochrome b  \n",
       "806580             366.0  cytochrome b  \n",
       "806824             382.0  cytochrome b  \n",
       "807570             380.0  cytochrome b  \n",
       "807628             378.0  cytochrome b  \n",
       "807693             383.0  cytochrome b  \n",
       "807800             381.0  cytochrome b  \n",
       "807959             379.0  cytochrome b  \n",
       "808352             366.0  cytochrome b  \n",
       "808368             358.0  cytochrome b  \n",
       "808498             377.0  cytochrome b  \n",
       "808518             378.0  cytochrome b  \n",
       "808561             378.0  cytochrome b  \n",
       "808980             378.0  cytochrome b  \n",
       "809262             383.0  cytochrome b  \n",
       "1267424            378.0  cytochrome b  \n",
       "1482827            378.0  cytochrome b  \n",
       "2667821            360.0  cytochrome b  \n",
       "2667839            366.0  cytochrome b  \n",
       "2667866            355.0  cytochrome b  \n",
       "2700038            377.0  cytochrome b  \n",
       "2717262            378.0  cytochrome b  \n",
       "2746437            379.0  cytochrome b  \n",
       "2746447            378.0  cytochrome b  \n",
       "2760927            378.0  cytochrome b  \n",
       "2760940            378.0  cytochrome b  \n",
       "2760965            378.0  cytochrome b  \n",
       "2767734            365.0  cytochrome b  \n",
       "2806497            371.0  cytochrome b  \n",
       "2820599            379.0  cytochrome b  \n",
       "2827709            378.0  cytochrome b  \n",
       "2846659            378.0  cytochrome b  \n",
       "2846664            376.0  cytochrome b  \n",
       "2846724            379.0  cytochrome b  \n",
       "2846748            377.0  cytochrome b  \n",
       "2846829            378.0  cytochrome b  \n",
       "2846867            368.0  cytochrome b  \n",
       "2847111            373.0  cytochrome b  \n",
       "2847184            378.0  cytochrome b  \n",
       "2866207            358.0  cytochrome b  \n",
       "2914100            377.0  cytochrome b  \n",
       "2914117            378.0  cytochrome b  \n",
       "2914134            377.0  cytochrome b  \n",
       "2914143            360.0  cytochrome b  \n",
       "2914165            380.0  cytochrome b  \n",
       "2914296            384.0  cytochrome b  \n",
       "2914315            378.0  cytochrome b  \n",
       "2943518            378.0  cytochrome b  \n",
       "2960278            371.0  cytochrome b  \n",
       "2960667            373.0  cytochrome b  \n",
       "3021270            378.0  cytochrome b  \n",
       "3021817            376.0  cytochrome b  \n",
       "3021887            379.0  cytochrome b  \n",
       "3021907            378.0  cytochrome b  \n",
       "3077234            377.0  cytochrome b  \n",
       "3119891            378.0  cytochrome b  \n",
       "3251035            377.0  cytochrome b  \n",
       "3260129            378.0  cytochrome b  \n",
       "3293136            377.0  cytochrome b  \n",
       "3332114            366.0  cytochrome b  \n",
       "3332283            378.0  cytochrome b  \n",
       "3332300            378.0  cytochrome b  \n",
       "3332350            378.0  cytochrome b  \n",
       "3338382            378.0  cytochrome b  \n",
       "3355545            378.0  cytochrome b  \n",
       "3416045            378.0  cytochrome b  \n",
       "3416094            378.0  cytochrome b  \n",
       "3481569            352.0  cytochrome b  \n",
       "3523617            390.0  cytochrome b  \n",
       "3530103            377.0  cytochrome b  \n",
       "3655138            378.0  cytochrome b  \n",
       "3703632            378.0  cytochrome b  \n",
       "3703654            378.0  cytochrome b  \n",
       "3703687            378.0  cytochrome b  \n",
       "3776034            352.0  cytochrome b  \n",
       "3776045            352.0  cytochrome b  \n",
       "3854455            378.0  cytochrome b  \n",
       "3854592            378.0  cytochrome b  \n",
       "3854633            378.0  cytochrome b  \n",
       "3952846            374.0  cytochrome b  \n",
       "4055790            381.0  cytochrome b  \n",
       "4097522            376.0  cytochrome b  \n",
       "4108536            381.0  cytochrome b  \n",
       "4171594            379.0  cytochrome b  \n",
       "4177879            380.0  cytochrome b  \n",
       "4177891            379.0  cytochrome b  \n",
       "4266864            379.0  cytochrome b  \n",
       "4356559            378.0  cytochrome b  \n",
       "4363490            378.0  cytochrome b  \n",
       "4480373            374.0  cytochrome b  \n",
       "4657580            378.0  cytochrome b  \n",
       "4657664            379.0  cytochrome b  \n",
       "4669988            378.0  cytochrome b  \n",
       "4670010            378.0  cytochrome b  \n",
       "4670022            378.0  cytochrome b  \n",
       "4788295            376.0  cytochrome b  \n",
       "4924546            357.0  cytochrome b  \n",
       "4924553            357.0  cytochrome b  \n",
       "5132708            378.0  cytochrome b  \n",
       "5183217            376.0  cytochrome b  \n",
       "5183228            376.0  cytochrome b  \n",
       "5183283            376.0  cytochrome b  \n",
       "5183314            376.0  cytochrome b  \n",
       "5333206            378.0  cytochrome b  \n",
       "5333402            378.0  cytochrome b  \n",
       "5469268            378.0  cytochrome b  \n",
       "5480585            367.0  cytochrome b  \n",
       "5563293            378.0  cytochrome b  \n",
       "5601635            378.0  cytochrome b  \n",
       "5626925            378.0  cytochrome b  \n",
       "5729725            377.0  cytochrome b  \n",
       "5729884            378.0  cytochrome b  \n",
       "5739949            365.0  cytochrome b  \n",
       "5740953            368.0  cytochrome b  \n",
       "5758752            370.0  cytochrome b  \n",
       "5846313            381.0  cytochrome b  \n",
       "5846699            370.0  cytochrome b  \n",
       "5848754            384.0  cytochrome b  \n",
       "6159543            383.0  cytochrome b  \n",
       "6164212            354.0  cytochrome b  \n",
       "6172301            377.0  cytochrome b  \n",
       "6172320            378.0  cytochrome b  \n",
       "6172329            376.0  cytochrome b  \n",
       "6172353            376.0  cytochrome b  \n",
       "6172494            378.0  cytochrome b  \n",
       "6197850            383.0  cytochrome b  \n",
       "6220787            362.0  cytochrome b  \n",
       "6237570            386.0  cytochrome b  \n",
       "6335786            367.0  cytochrome b  \n",
       "6335914            377.0  cytochrome b  \n",
       "6335924            376.0  cytochrome b  \n",
       "6336118            371.0  cytochrome b  \n",
       "6336158            373.0  cytochrome b  \n",
       "6390649            377.0  cytochrome b  \n",
       "6407554            377.0  cytochrome b  \n",
       "6417780            381.0  cytochrome b  \n",
       "6446608            365.0  cytochrome b  \n",
       "6654187            379.0  cytochrome b  \n",
       "6740830            379.0  cytochrome b  \n",
       "6740854            379.0  cytochrome b  \n",
       "6741632            379.0  cytochrome b  \n",
       "6742743            384.0  cytochrome b  \n",
       "6870557            385.0  cytochrome b  \n",
       "6870662            378.0  cytochrome b  \n",
       "6870680            377.0  cytochrome b  \n",
       "6921905            378.0  cytochrome b  \n",
       "6921934            378.0  cytochrome b  \n",
       "6921948            378.0  cytochrome b  \n",
       "6941181            367.0  cytochrome b  \n",
       "6947178            380.0  cytochrome b  \n",
       "6947214            376.0  cytochrome b  \n",
       "6947250            379.0  cytochrome b  \n",
       "6947300            377.0  cytochrome b  \n",
       "6947320            378.0  cytochrome b  \n",
       "6962710            378.0  cytochrome b  \n",
       "6962724            379.0  cytochrome b  \n",
       "6962829            378.0  cytochrome b  \n",
       "6962843            377.0  cytochrome b  \n",
       "6962857            378.0  cytochrome b  \n",
       "6962871            378.0  cytochrome b  \n",
       "6973040            378.0  cytochrome b  \n",
       "7012368            378.0  cytochrome b  \n",
       "7042808            354.0  cytochrome b  \n",
       "7042962            368.0  cytochrome b  \n",
       "7055885            371.0  cytochrome b  \n",
       "7055917            378.0  cytochrome b  \n",
       "7055924            378.0  cytochrome b  \n",
       "7055938            378.0  cytochrome b  \n",
       "7095541            378.0  cytochrome b  \n",
       "7113296            378.0  cytochrome b  \n",
       "7256386            378.0  cytochrome b  \n",
       "7256496            378.0  cytochrome b  \n",
       "7256511            379.0  cytochrome b  \n",
       "7256552            380.0  cytochrome b  \n",
       "7323898            380.0  cytochrome b  \n",
       "7411819            378.0  cytochrome b  \n",
       "7557585            378.0  cytochrome b  \n",
       "7557675            381.0  cytochrome b  \n",
       "7564640            378.0  cytochrome b  \n",
       "7564656            367.0  cytochrome b  \n",
       "7670137            375.0  cytochrome b  \n",
       "7670222            377.0  cytochrome b  \n",
       "7670250            378.0  cytochrome b  \n",
       "7670264            377.0  cytochrome b  \n",
       "7671877            378.0  cytochrome b  \n",
       "7671907            376.0  cytochrome b  \n",
       "7671955            377.0  cytochrome b  \n",
       "7671994            379.0  cytochrome b  \n",
       "7672023            377.0  cytochrome b  \n",
       "7672037            377.0  cytochrome b  \n",
       "7672045            377.0  cytochrome b  \n",
       "7672065            379.0  cytochrome b  \n",
       "7672079            378.0  cytochrome b  \n",
       "7672093            376.0  cytochrome b  \n",
       "7768683            378.0  cytochrome b  \n",
       "7768738            378.0  cytochrome b  \n",
       "7768764            354.0  cytochrome b  \n",
       "7768779            378.0  cytochrome b  \n",
       "7768785            376.0  cytochrome b  \n",
       "7768883            378.0  cytochrome b  \n",
       "7768896            378.0  cytochrome b  \n",
       "7802895            373.0  cytochrome b  \n",
       "7804407            377.0  cytochrome b  \n",
       "7804421            378.0  cytochrome b  \n",
       "7872302            380.0  cytochrome b  \n",
       "7872316            377.0  cytochrome b  \n",
       "7901845            378.0  cytochrome b  \n",
       "7922596            383.0  cytochrome b  \n",
       "7943039            384.0  cytochrome b  \n",
       "7943811            378.0  cytochrome b  \n",
       "7944375            379.0  cytochrome b  \n",
       "7996384            378.0  cytochrome b  \n",
       "7996398            378.0  cytochrome b  \n",
       "7996477            377.0  cytochrome b  \n",
       "7996609            372.0  cytochrome b  \n",
       "7996680            378.0  cytochrome b  \n",
       "7996694            377.0  cytochrome b  \n",
       "7996736            378.0  cytochrome b  \n",
       "7996788            378.0  cytochrome b  \n",
       "8097100            378.0  cytochrome b  \n",
       "8097128            385.0  cytochrome b  \n",
       "8097361            377.0  cytochrome b  \n",
       "8220986            378.0  cytochrome b  \n",
       "8250890            372.0  cytochrome b  \n",
       "8250931            375.0  cytochrome b  \n",
       "8303635            379.0  cytochrome b  \n",
       "8382036            378.0  cytochrome b  \n",
       "8382100            366.0  cytochrome b  \n",
       "8382114            377.0  cytochrome b  \n",
       "8445095            387.0  cytochrome b  \n",
       "8445123            379.0  cytochrome b  \n",
       "8445263            378.0  cytochrome b  \n",
       "8445347            378.0  cytochrome b  \n",
       "8445404            378.0  cytochrome b  \n",
       "8445501            378.0  cytochrome b  \n",
       "8445529            378.0  cytochrome b  \n",
       "8445557            378.0  cytochrome b  \n",
       "8445574            380.0  cytochrome b  \n",
       "8457892            379.0  cytochrome b  \n",
       "8560263            370.0  cytochrome b  \n",
       "8560554            378.0  cytochrome b  \n",
       "8655928            376.0  cytochrome b  \n",
       "8656338            366.0  cytochrome b  \n",
       "8656390            380.0  cytochrome b  \n",
       "8656442            380.0  cytochrome b  \n",
       "8656494            381.0  cytochrome b  \n",
       "8673044            382.0  cytochrome b  \n",
       "8690265            379.0  cytochrome b  \n",
       "8690321            367.0  cytochrome b  \n",
       "8690584            378.0  cytochrome b  \n",
       "8774407            379.0  cytochrome b  \n",
       "8774454            378.0  cytochrome b  \n",
       "8774620            379.0  cytochrome b  \n",
       "8774746            379.0  cytochrome b  \n",
       "8775079            379.0  cytochrome b  \n",
       "8846980            378.0  cytochrome b  \n",
       "8889951            374.0  cytochrome b  \n",
       "9072808            362.0  cytochrome b  \n",
       "9072898            382.0  cytochrome b  \n",
       "9072911            381.0  cytochrome b  \n",
       "9073166            382.0  cytochrome b  \n",
       "9262494            383.0  cytochrome b  \n",
       "9385118            378.0  cytochrome b  \n",
       "9385147            377.0  cytochrome b  \n",
       "9385161            378.0  cytochrome b  \n",
       "9385203            378.0  cytochrome b  \n",
       "9385325            378.0  cytochrome b  \n",
       "9385565            379.0  cytochrome b  \n",
       "9385634            382.0  cytochrome b  \n",
       "9385648            382.0  cytochrome b  \n",
       "9480875            378.0  cytochrome b  \n",
       "9481016            378.0  cytochrome b  \n",
       "9481183            354.0  cytochrome b  \n",
       "9481333            379.0  cytochrome b  \n",
       "9538339            381.0  cytochrome b  \n",
       "9538350            354.0  cytochrome b  \n",
       "9538417            378.0  cytochrome b  \n",
       "9711097            378.0  cytochrome b  \n",
       "9711111            378.0  cytochrome b  \n",
       "9711125            379.0  cytochrome b  \n",
       "9725811            379.0  cytochrome b  \n",
       "9725906            379.0  cytochrome b  \n",
       "9725942            379.0  cytochrome b  \n",
       "9725956            371.0  cytochrome b  \n",
       "9725973            377.0  cytochrome b  \n",
       "9728726            376.0  cytochrome b  \n",
       "9829914            378.0  cytochrome b  \n",
       "9830180            383.0  cytochrome b  \n",
       "9838802            380.0  cytochrome b  \n",
       "9838816            378.0  cytochrome b  \n",
       "9977722            383.0  cytochrome b  \n",
       "9977735            373.0  cytochrome b  \n",
       "9977786            377.0  cytochrome b  \n",
       "9977799            373.0  cytochrome b  \n",
       "9977816            377.0  cytochrome b  \n",
       "9978214            373.0  cytochrome b  \n",
       "9978231            377.0  cytochrome b  \n",
       "9978245            377.0  cytochrome b  \n",
       "9978270            365.0  cytochrome b  \n",
       "9978315            371.0  cytochrome b  \n",
       "9978329            377.0  cytochrome b  \n",
       "9978578            378.0  cytochrome b  \n",
       "9978606            377.0  cytochrome b  \n",
       "9978633            378.0  cytochrome b  \n",
       "9978648            376.0  cytochrome b  \n",
       "9994838            376.0  cytochrome b  \n",
       "10002870           377.0  cytochrome b  \n",
       "10043687           381.0  cytochrome b  \n",
       "10080123           385.0  cytochrome b  \n",
       "10200253           378.0  cytochrome b  \n",
       "10200284           367.0  cytochrome b  \n",
       "10200338           378.0  cytochrome b  \n",
       "10200767           378.0  cytochrome b  \n",
       "10200819           378.0  cytochrome b  \n",
       "10210905           378.0  cytochrome b  \n",
       "10549197           380.0  cytochrome b  \n",
       "10549248           384.0  cytochrome b  \n",
       "10610061           383.0  cytochrome b  \n",
       "10743681           378.0  cytochrome b  \n",
       "10743973           381.0  cytochrome b  \n",
       "10744535           379.0  cytochrome b  \n",
       "10744657           378.0  cytochrome b  \n",
       "10964116           377.0  cytochrome b  \n",
       "10964142           377.0  cytochrome b  \n",
       "10965813           382.0  cytochrome b  \n",
       "10970919           378.0  cytochrome b  \n",
       "11030471           381.0  cytochrome b  \n",
       "11123031           365.0  cytochrome b  \n",
       "11123204           382.0  cytochrome b  \n",
       "11123246           384.0  cytochrome b  \n",
       "11123331           374.0  cytochrome b  \n",
       "11123351           362.0  cytochrome b  \n",
       "11162811           378.0  cytochrome b  \n",
       "11162813           381.0  cytochrome b  \n",
       "11162838           378.0  cytochrome b  \n",
       "11162853           382.0  cytochrome b  \n",
       "11256221           378.0  cytochrome b  \n",
       "11256300           383.0  cytochrome b  \n",
       "11256392           388.0  cytochrome b  \n",
       "11340978           378.0  cytochrome b  \n",
       "11341006           378.0  cytochrome b  \n",
       "11341039           379.0  cytochrome b  \n",
       "11341081           378.0  cytochrome b  \n",
       "11341150           378.0  cytochrome b  \n",
       "11341190           378.0  cytochrome b  \n",
       "11341388           384.0  cytochrome b  \n",
       "11341478           378.0  cytochrome b  \n",
       "11341492           378.0  cytochrome b  \n",
       "11341506           378.0  cytochrome b  \n",
       "11341520           378.0  cytochrome b  \n",
       "11452008           383.0  cytochrome b  \n",
       "11452368           378.0  cytochrome b  \n",
       "11473371           378.0  cytochrome b  \n",
       "11538879           370.0  cytochrome b  \n",
       "11540000           382.0  cytochrome b  \n",
       "11540337           378.0  cytochrome b  \n",
       "11540379           378.0  cytochrome b  \n",
       "11540557           382.0  cytochrome b  \n",
       "11540618           382.0  cytochrome b  \n",
       "11669617           378.0  cytochrome b  \n",
       "11669631           380.0  cytochrome b  \n",
       "11763603           378.0  cytochrome b  \n",
       "11763617           378.0  cytochrome b  \n",
       "11816598           377.0  cytochrome b  \n",
       "11946033           381.0  cytochrome b  \n",
       "12079350           378.0  cytochrome b  \n",
       "12079545           378.0  cytochrome b  \n",
       "12354256           383.0  cytochrome b  \n",
       "12354261           359.0  cytochrome b  \n",
       "12354344           360.0  cytochrome b  \n",
       "12354567           359.0  cytochrome b  \n",
       "12354581           359.0  cytochrome b  \n",
       "12354595           359.0  cytochrome b  \n",
       "12354613           358.0  cytochrome b  \n",
       "12354621           372.0  cytochrome b  \n",
       "12354678           377.0  cytochrome b  \n",
       "12798728           383.0  cytochrome b  \n",
       "13080016           382.0  cytochrome b  \n",
       "13080031           382.0  cytochrome b  \n",
       "13080170           382.0  cytochrome b  \n",
       "13080338           382.0  cytochrome b  \n",
       "13080352           382.0  cytochrome b  \n",
       "13080366           382.0  cytochrome b  \n",
       "13228880           381.0  cytochrome b  \n",
       "13228903           381.0  cytochrome b  \n",
       "13228921           378.0  cytochrome b  \n",
       "13230425           378.0  cytochrome b  \n",
       "13230453           377.0  cytochrome b  \n",
       "13230467           377.0  cytochrome b  \n",
       "13230481           377.0  cytochrome b  \n",
       "13230495           377.0  cytochrome b  \n",
       "13230509           377.0  cytochrome b  \n",
       "13230523           377.0  cytochrome b  \n",
       "13230537           378.0  cytochrome b  \n",
       "13230551           377.0  cytochrome b  \n",
       "13230565           377.0  cytochrome b  \n",
       "13230579           377.0  cytochrome b  \n",
       "13230593           377.0  cytochrome b  \n",
       "13230607           377.0  cytochrome b  \n",
       "13230621           377.0  cytochrome b  \n",
       "13230635           383.0  cytochrome b  \n",
       "13435154           378.0  cytochrome b  \n",
       "13435268           383.0  cytochrome b  \n",
       "13435332           380.0  cytochrome b  \n",
       "13435346           379.0  cytochrome b  \n",
       "13435360           378.0  cytochrome b  \n",
       "13435374           379.0  cytochrome b  \n",
       "13435388           379.0  cytochrome b  \n",
       "13435402           378.0  cytochrome b  \n",
       "13435522           378.0  cytochrome b  \n",
       "13436040           360.0  cytochrome b  \n",
       "13539848           378.0  cytochrome b  \n",
       "13540022           378.0  cytochrome b  \n",
       "13540036           378.0  cytochrome b  \n",
       "13540105           367.0  cytochrome b  \n",
       "13540132           384.0  cytochrome b  \n",
       "13540160           377.0  cytochrome b  \n",
       "13620984           377.0  cytochrome b  \n",
       "13824840           383.0  cytochrome b  \n",
       "13825082           378.0  cytochrome b  \n",
       "13825361           378.0  cytochrome b  \n",
       "13825444           378.0  cytochrome b  \n",
       "13825569           378.0  cytochrome b  \n",
       "14048250           378.0  cytochrome b  \n",
       "14048530           378.0  cytochrome b  \n",
       "14048544           378.0  cytochrome b  \n",
       "14048558           378.0  cytochrome b  \n",
       "14048586           372.0  cytochrome b  \n",
       "14049070           378.0  cytochrome b  \n",
       "14049084           378.0  cytochrome b  \n",
       "14049098           378.0  cytochrome b  \n",
       "14049112           378.0  cytochrome b  \n",
       "14049126           378.0  cytochrome b  \n",
       "14049583           378.0  cytochrome b  \n",
       "14049597           382.0  cytochrome b  \n",
       "14049639           382.0  cytochrome b  \n",
       "14049653           376.0  cytochrome b  \n",
       "14049675           378.0  cytochrome b  \n",
       "14049859           378.0  cytochrome b  \n",
       "14049873           378.0  cytochrome b  \n",
       "14049887           378.0  cytochrome b  \n",
       "14049901           378.0  cytochrome b  \n",
       "14049915           378.0  cytochrome b  \n",
       "14049922           378.0  cytochrome b  \n",
       "14049943           378.0  cytochrome b  \n",
       "14049957           378.0  cytochrome b  \n",
       "14049971           378.0  cytochrome b  \n",
       "14049985           378.0  cytochrome b  \n",
       "14050014           370.0  cytochrome b  \n",
       "14050267           378.0  cytochrome b  \n",
       "14050305           378.0  cytochrome b  \n",
       "14050343           378.0  cytochrome b  \n",
       "14050380           378.0  cytochrome b  \n",
       "14050419           378.0  cytochrome b  \n",
       "14050457           378.0  cytochrome b  \n",
       "14050495           378.0  cytochrome b  \n",
       "14050550           358.0  cytochrome b  \n",
       "14181185           378.0  cytochrome b  \n",
       "14181205           379.0  cytochrome b  \n",
       "14401703           379.0  cytochrome b  \n",
       "14411183           378.0  cytochrome b  \n",
       "14411211           382.0  cytochrome b  \n",
       "14411500           382.0  cytochrome b  \n",
       "14411514           383.0  cytochrome b  \n",
       "14411947           378.0  cytochrome b  \n",
       "14411960           378.0  cytochrome b  \n",
       "14411977           378.0  cytochrome b  \n",
       "14411991           378.0  cytochrome b  \n",
       "14412006           378.0  cytochrome b  \n",
       "14412019           378.0  cytochrome b  \n",
       "14412034           394.0  cytochrome b  \n",
       "14412047           378.0  cytochrome b  \n",
       "14412074           378.0  cytochrome b  \n",
       "14412125           377.0  cytochrome b  \n",
       "14412250           378.0  cytochrome b  \n",
       "14445123           382.0  cytochrome b  \n",
       "14469193           378.0  cytochrome b  \n",
       "14469208           376.0  cytochrome b  \n",
       "14656944           378.0  cytochrome b  \n",
       "14656957           378.0  cytochrome b  \n",
       "14656971           378.0  cytochrome b  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option('display.max_rows', 500)\n",
    "data_table_df = pd.read_csv(data_table, sep='\\t', index_col=1)\n",
    "data_table_df.rename(columns={\"scientific_name\": \"taxname\", \"tax_id\": \"#taxid\"}, inplace=True)\n",
    "data_table_df.head(500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#taxid</th>\n",
       "      <th>taxname</th>\n",
       "      <th>phylum</th>\n",
       "      <th>class</th>\n",
       "      <th>order</th>\n",
       "      <th>family</th>\n",
       "      <th>genus</th>\n",
       "      <th>species</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>72491</td>\n",
       "      <td>Triatoma dimidiata</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hemiptera</td>\n",
       "      <td>Reduviidae</td>\n",
       "      <td>Triatoma</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>7552</td>\n",
       "      <td>Lithobius forficatus</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Chilopoda</td>\n",
       "      <td>Lithobiomorpha</td>\n",
       "      <td>Lithobiidae</td>\n",
       "      <td>Lithobius</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>145266</td>\n",
       "      <td>Heterodoxus macropus</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Phthiraptera</td>\n",
       "      <td>Boopidae</td>\n",
       "      <td>Heterodoxus</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>115425</td>\n",
       "      <td>Cochliomyia hominivorax</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Calliphoridae</td>\n",
       "      <td>Cochliomyia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>235600</td>\n",
       "      <td>Chrysomya putoria</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Calliphoridae</td>\n",
       "      <td>Chrysomya</td>\n",
       "      <td>NaN</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2886</th>\n",
       "      <td>2807723</td>\n",
       "      <td>Eristalinus quinquestriatus</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Syrphidae</td>\n",
       "      <td>Eristalinus</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2887</th>\n",
       "      <td>655083</td>\n",
       "      <td>Pterodecta felderi</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Lepidoptera</td>\n",
       "      <td>Callidulidae</td>\n",
       "      <td>Pterodecta</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2888</th>\n",
       "      <td>1395520</td>\n",
       "      <td>Spondylis buprestoides</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Cerambycidae</td>\n",
       "      <td>Spondylis</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2889</th>\n",
       "      <td>640304</td>\n",
       "      <td>Chrysolina aeruginosa</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Chrysomelidae</td>\n",
       "      <td>Chrysolina</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2890</th>\n",
       "      <td>154017</td>\n",
       "      <td>Plagiodera versicolora</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Chrysomelidae</td>\n",
       "      <td>Plagiodera</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2891 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       #taxid                      taxname      phylum      class  \\\n",
       "0       72491           Triatoma dimidiata  Arthropoda    Insecta   \n",
       "1        7552         Lithobius forficatus  Arthropoda  Chilopoda   \n",
       "2      145266         Heterodoxus macropus  Arthropoda    Insecta   \n",
       "3      115425      Cochliomyia hominivorax  Arthropoda    Insecta   \n",
       "4      235600            Chrysomya putoria  Arthropoda    Insecta   \n",
       "...       ...                          ...         ...        ...   \n",
       "2886  2807723  Eristalinus quinquestriatus  Arthropoda    Insecta   \n",
       "2887   655083           Pterodecta felderi  Arthropoda    Insecta   \n",
       "2888  1395520       Spondylis buprestoides  Arthropoda    Insecta   \n",
       "2889   640304        Chrysolina aeruginosa  Arthropoda    Insecta   \n",
       "2890   154017       Plagiodera versicolora  Arthropoda    Insecta   \n",
       "\n",
       "               order         family        genus species  \n",
       "0          Hemiptera     Reduviidae     Triatoma     NaN  \n",
       "1     Lithobiomorpha    Lithobiidae    Lithobius     NaN  \n",
       "2       Phthiraptera       Boopidae  Heterodoxus     NaN  \n",
       "3            Diptera  Calliphoridae  Cochliomyia     NaN  \n",
       "4            Diptera  Calliphoridae    Chrysomya     NaN  \n",
       "...              ...            ...          ...     ...  \n",
       "2886         Diptera      Syrphidae  Eristalinus     NaN  \n",
       "2887     Lepidoptera   Callidulidae   Pterodecta     NaN  \n",
       "2888      Coleoptera   Cerambycidae    Spondylis     NaN  \n",
       "2889      Coleoptera  Chrysomelidae   Chrysolina     NaN  \n",
       "2890      Coleoptera  Chrysomelidae   Plagiodera     NaN  \n",
       "\n",
       "[2891 rows x 8 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_table_df.to_csv('taxid_list', index=False, header=False, sep ='\\t', columns=['#taxid'])\n",
    "os.system(\"/panfs/pan1.be-md.ncbi.nlm.nih.gov/protein_clusters/BIN/nodesByStaxID -in taxid_list -ranks phylum,class,order,family,genus,species > lineage\")\n",
    "tax_report = (r'lineage')\n",
    "lineage_df = pd.read_csv(tax_report, sep='\\t', index_col=None, na_values=['-'])\n",
    "lineage_df"
   ]
  },
  {
   "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>taxname</th>\n",
       "      <th>#taxid</th>\n",
       "      <th>protein_accession</th>\n",
       "      <th>protein_length</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Triatoma dimidiata</td>\n",
       "      <td>72491</td>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>Arthropoda</td>\n",
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       "      <td>Hemiptera</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Lithobius forficatus</td>\n",
       "      <td>7552</td>\n",
       "      <td>NP_071849.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Chilopoda</td>\n",
       "      <td>Lithobiomorpha</td>\n",
       "      <td>Lithobiidae</td>\n",
       "      <td>Lithobius</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Heterodoxus macropus</td>\n",
       "      <td>145266</td>\n",
       "      <td>NP_073761.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Phthiraptera</td>\n",
       "      <td>Boopidae</td>\n",
       "      <td>Heterodoxus</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Cochliomyia hominivorax</td>\n",
       "      <td>115425</td>\n",
       "      <td>NP_075459.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Calliphoridae</td>\n",
       "      <td>Cochliomyia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Chrysomya putoria</td>\n",
       "      <td>235600</td>\n",
       "      <td>NP_085093.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Calliphoridae</td>\n",
       "      <td>Chrysomya</td>\n",
       "      <td>NaN</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2890</th>\n",
       "      <td>Eristalinus quinquestriatus</td>\n",
       "      <td>2807723</td>\n",
       "      <td>YP_009995543.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Syrphidae</td>\n",
       "      <td>Eristalinus</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2891</th>\n",
       "      <td>Pterodecta felderi</td>\n",
       "      <td>655083</td>\n",
       "      <td>YP_009995908.1</td>\n",
       "      <td>381.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Lepidoptera</td>\n",
       "      <td>Callidulidae</td>\n",
       "      <td>Pterodecta</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2892</th>\n",
       "      <td>Spondylis buprestoides</td>\n",
       "      <td>1395520</td>\n",
       "      <td>YP_009995921.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Cerambycidae</td>\n",
       "      <td>Spondylis</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2893</th>\n",
       "      <td>Chrysolina aeruginosa</td>\n",
       "      <td>640304</td>\n",
       "      <td>YP_009995934.1</td>\n",
       "      <td>379.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Chrysomelidae</td>\n",
       "      <td>Chrysolina</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2894</th>\n",
       "      <td>Plagiodera versicolora</td>\n",
       "      <td>154017</td>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>376.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Chrysomelidae</td>\n",
       "      <td>Plagiodera</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2891 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          taxname   #taxid protein_accession  protein_length  \\\n",
       "0              Triatoma dimidiata    72491       NP_068653.1           377.0   \n",
       "1            Lithobius forficatus     7552       NP_071849.1           377.0   \n",
       "2            Heterodoxus macropus   145266       NP_073761.1           366.0   \n",
       "3         Cochliomyia hominivorax   115425       NP_075459.1           378.0   \n",
       "4               Chrysomya putoria   235600       NP_085093.1           378.0   \n",
       "...                           ...      ...               ...             ...   \n",
       "2890  Eristalinus quinquestriatus  2807723    YP_009995543.1           378.0   \n",
       "2891           Pterodecta felderi   655083    YP_009995908.1           381.0   \n",
       "2892       Spondylis buprestoides  1395520    YP_009995921.1           379.0   \n",
       "2893        Chrysolina aeruginosa   640304    YP_009995934.1           379.0   \n",
       "2894       Plagiodera versicolora   154017    YP_009995947.1           376.0   \n",
       "\n",
       "          phylum      class           order         family        genus  \\\n",
       "0     Arthropoda    Insecta       Hemiptera     Reduviidae     Triatoma   \n",
       "1     Arthropoda  Chilopoda  Lithobiomorpha    Lithobiidae    Lithobius   \n",
       "2     Arthropoda    Insecta    Phthiraptera       Boopidae  Heterodoxus   \n",
       "3     Arthropoda    Insecta         Diptera  Calliphoridae  Cochliomyia   \n",
       "4     Arthropoda    Insecta         Diptera  Calliphoridae    Chrysomya   \n",
       "...          ...        ...             ...            ...          ...   \n",
       "2890  Arthropoda    Insecta         Diptera      Syrphidae  Eristalinus   \n",
       "2891  Arthropoda    Insecta     Lepidoptera   Callidulidae   Pterodecta   \n",
       "2892  Arthropoda    Insecta      Coleoptera   Cerambycidae    Spondylis   \n",
       "2893  Arthropoda    Insecta      Coleoptera  Chrysomelidae   Chrysolina   \n",
       "2894  Arthropoda    Insecta      Coleoptera  Chrysomelidae   Plagiodera   \n",
       "\n",
       "     species  \n",
       "0        NaN  \n",
       "1        NaN  \n",
       "2        NaN  \n",
       "3        NaN  \n",
       "4        NaN  \n",
       "...      ...  \n",
       "2890     NaN  \n",
       "2891     NaN  \n",
       "2892     NaN  \n",
       "2893     NaN  \n",
       "2894     NaN  \n",
       "\n",
       "[2891 rows x 10 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lineage2_df = lineage_df.drop(columns=['taxname'])\n",
    "table_combined = pd.merge(left=data_table_df, right=lineage2_df, left_on='#taxid', right_on='#taxid')\n",
    "table_combined.drop_duplicates(subset=['protein_accession'], inplace=True)\n",
    "table_combined.drop(columns=['genomic_range', 'orientation', 'location', 'gene_symbol', 'protein_name'], inplace=True)\n",
    "table_combined\n",
    "#if table_combined['class'].isnull().values.any():\n",
    "#    print(\"found nan\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Evaluate numbers of sequences in different taxonomic groupings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "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>taxname</th>\n",
       "      <th>#taxid</th>\n",
       "      <th>protein_accession</th>\n",
       "      <th>protein_length</th>\n",
       "      <th>phylum</th>\n",
       "      <th>order</th>\n",
       "      <th>family</th>\n",
       "      <th>genus</th>\n",
       "      <th>species</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>class</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Arachnida</th>\n",
       "      <td>173</td>\n",
       "      <td>173</td>\n",
       "      <td>173</td>\n",
       "      <td>173</td>\n",
       "      <td>173</td>\n",
       "      <td>173</td>\n",
       "      <td>171</td>\n",
       "      <td>173</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Branchiopoda</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>21</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chilopoda</th>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Collembola</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diplopoda</th>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hexanauplia</th>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ichthyostraca</th>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Insecta</th>\n",
       "      <td>2223</td>\n",
       "      <td>2223</td>\n",
       "      <td>2223</td>\n",
       "      <td>2223</td>\n",
       "      <td>2223</td>\n",
       "      <td>2223</td>\n",
       "      <td>2223</td>\n",
       "      <td>2221</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Malacostraca</th>\n",
       "      <td>370</td>\n",
       "      <td>370</td>\n",
       "      <td>370</td>\n",
       "      <td>370</td>\n",
       "      <td>370</td>\n",
       "      <td>370</td>\n",
       "      <td>370</td>\n",
       "      <td>370</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Merostomata</th>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ostracoda</th>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pauropoda</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Protura</th>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pycnogonida</th>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Remipedia</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Symphyla</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               taxname  #taxid  protein_accession  protein_length  phylum  \\\n",
       "class                                                                       \n",
       "Arachnida          173     173                173             173     173   \n",
       "Branchiopoda        22      22                 22              22      22   \n",
       "Chilopoda            6       6                  6               6       6   \n",
       "Collembola          21      21                 21              21      21   \n",
       "Diplopoda            9       9                  9               9       9   \n",
       "Hexanauplia         38      38                 38              38      38   \n",
       "Ichthyostraca        4       4                  4               4       4   \n",
       "Insecta           2223    2223               2223            2223    2223   \n",
       "Malacostraca       370     370                370             370     370   \n",
       "Merostomata          4       4                  4               4       4   \n",
       "Ostracoda            4       4                  4               4       4   \n",
       "Pauropoda            1       1                  1               1       1   \n",
       "Protura              3       3                  3               3       3   \n",
       "Pycnogonida          3       3                  3               3       3   \n",
       "Remipedia            1       1                  1               1       1   \n",
       "Symphyla             2       2                  2               2       2   \n",
       "\n",
       "               order  family  genus  species  \n",
       "class                                         \n",
       "Arachnida        173     171    173        0  \n",
       "Branchiopoda      22      21     22        1  \n",
       "Chilopoda          6       6      6        0  \n",
       "Collembola        21      21     21        0  \n",
       "Diplopoda          9       9      8        0  \n",
       "Hexanauplia       38      38     38        0  \n",
       "Ichthyostraca      4       4      4        0  \n",
       "Insecta         2223    2223   2221       24  \n",
       "Malacostraca     370     370    370        1  \n",
       "Merostomata        4       4      4        0  \n",
       "Ostracoda          4       4      4        0  \n",
       "Pauropoda          1       1      1        0  \n",
       "Protura            0       3      3        0  \n",
       "Pycnogonida        3       3      3        0  \n",
       "Remipedia          1       1      1        0  \n",
       "Symphyla           0       2      2        0  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option('display.max_rows', 500)\n",
    "#lineage_df.groupby('class').count()\n",
    "#count = table_combined.groupby('class').count()\n",
    "count = table_combined.groupby('class').size()\n",
    "count.to_csv('taxsummary', sep='\\t')\n",
    "table_combined.groupby('class').count().head(500)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Make smaller dataframes for further analysis by tax group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "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>taxname</th>\n",
       "      <th>#taxid</th>\n",
       "      <th>protein_accession</th>\n",
       "      <th>protein_length</th>\n",
       "      <th>phylum</th>\n",
       "      <th>class</th>\n",
       "      <th>order</th>\n",
       "      <th>family</th>\n",
       "      <th>genus</th>\n",
       "      <th>species</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Anopheles quadrimaculatus A</td>\n",
       "      <td>42377</td>\n",
       "      <td>NP_008697.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Anopheles gambiae</td>\n",
       "      <td>7165</td>\n",
       "      <td>NP_008080.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Aedes albopictus</td>\n",
       "      <td>7160</td>\n",
       "      <td>YP_194922.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Aedes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>Anopheles darlingi</td>\n",
       "      <td>43151</td>\n",
       "      <td>YP_003734752.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>Culex quinquefasciatus</td>\n",
       "      <td>7176</td>\n",
       "      <td>YP_003934133.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>Culex pipiens pipiens</td>\n",
       "      <td>38569</td>\n",
       "      <td>YP_004221859.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>Culex pipiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>518</th>\n",
       "      <td>Anopheles albitarsis</td>\n",
       "      <td>58236</td>\n",
       "      <td>YP_007625573.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>519</th>\n",
       "      <td>Anopheles deaneorum</td>\n",
       "      <td>58243</td>\n",
       "      <td>YP_007625586.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>520</th>\n",
       "      <td>Anopheles cracens</td>\n",
       "      <td>123217</td>\n",
       "      <td>YP_007626951.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>521</th>\n",
       "      <td>Anopheles hinesorum</td>\n",
       "      <td>59189</td>\n",
       "      <td>YP_007626964.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>522</th>\n",
       "      <td>Anopheles farauti 4</td>\n",
       "      <td>59191</td>\n",
       "      <td>YP_007626977.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>763</th>\n",
       "      <td>Anopheles cruzii</td>\n",
       "      <td>68878</td>\n",
       "      <td>YP_009054329.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>765</th>\n",
       "      <td>Anopheles cruzii</td>\n",
       "      <td>68878</td>\n",
       "      <td>YP_009689511.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>805</th>\n",
       "      <td>Aedes notoscriptus</td>\n",
       "      <td>508665</td>\n",
       "      <td>YP_009104326.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Aedes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>984</th>\n",
       "      <td>Ochlerotatus vigilax</td>\n",
       "      <td>569589</td>\n",
       "      <td>YP_009158086.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Ochlerotatus</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>985</th>\n",
       "      <td>Anopheles culicifacies B</td>\n",
       "      <td>63367</td>\n",
       "      <td>YP_009158190.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1010</th>\n",
       "      <td>Anopheles sinensis</td>\n",
       "      <td>74873</td>\n",
       "      <td>YP_009169982.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1011</th>\n",
       "      <td>Haemagogus janthinomys</td>\n",
       "      <td>1677689</td>\n",
       "      <td>YP_009170154.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Haemagogus</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1040</th>\n",
       "      <td>Anopheles arabiensis</td>\n",
       "      <td>7173</td>\n",
       "      <td>YP_009176635.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1041</th>\n",
       "      <td>Anopheles atroparvus</td>\n",
       "      <td>41427</td>\n",
       "      <td>YP_009176648.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1042</th>\n",
       "      <td>Anopheles christyi</td>\n",
       "      <td>43041</td>\n",
       "      <td>YP_009176661.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1043</th>\n",
       "      <td>Anopheles coluzzii</td>\n",
       "      <td>1518534</td>\n",
       "      <td>YP_009176674.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1044</th>\n",
       "      <td>Anopheles culicifacies</td>\n",
       "      <td>139723</td>\n",
       "      <td>YP_009176687.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1045</th>\n",
       "      <td>Anopheles epiroticus</td>\n",
       "      <td>199890</td>\n",
       "      <td>YP_009176700.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1046</th>\n",
       "      <td>Anopheles maculatus</td>\n",
       "      <td>74869</td>\n",
       "      <td>YP_009176713.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1047</th>\n",
       "      <td>Anopheles melas</td>\n",
       "      <td>34690</td>\n",
       "      <td>YP_009176726.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1048</th>\n",
       "      <td>Anopheles merus</td>\n",
       "      <td>30066</td>\n",
       "      <td>YP_009176739.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1049</th>\n",
       "      <td>Anopheles minimus</td>\n",
       "      <td>112268</td>\n",
       "      <td>YP_009176752.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1050</th>\n",
       "      <td>Anopheles punctulatus</td>\n",
       "      <td>30068</td>\n",
       "      <td>YP_009176765.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1051</th>\n",
       "      <td>Anopheles stephensi</td>\n",
       "      <td>30069</td>\n",
       "      <td>YP_009176778.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1094</th>\n",
       "      <td>Culex tritaeniorhynchus</td>\n",
       "      <td>7178</td>\n",
       "      <td>YP_009186145.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1231</th>\n",
       "      <td>Anopheles homunculus</td>\n",
       "      <td>369908</td>\n",
       "      <td>YP_009255438.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1232</th>\n",
       "      <td>Anopheles bellator</td>\n",
       "      <td>139047</td>\n",
       "      <td>YP_009255451.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1233</th>\n",
       "      <td>Anopheles laneanus</td>\n",
       "      <td>369909</td>\n",
       "      <td>YP_009255464.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1269</th>\n",
       "      <td>Anopheles oryzalimnetes</td>\n",
       "      <td>58237</td>\n",
       "      <td>YP_009270257.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1270</th>\n",
       "      <td>Anopheles albitarsis G</td>\n",
       "      <td>908352</td>\n",
       "      <td>YP_009270270.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1271</th>\n",
       "      <td>Anopheles janconnae</td>\n",
       "      <td>337448</td>\n",
       "      <td>YP_009270283.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1272</th>\n",
       "      <td>Anopheles albitarsis F</td>\n",
       "      <td>352057</td>\n",
       "      <td>YP_009270296.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1576</th>\n",
       "      <td>Aedes aegypti</td>\n",
       "      <td>7159</td>\n",
       "      <td>YP_009389271.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Aedes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1632</th>\n",
       "      <td>Culex usquatus</td>\n",
       "      <td>707283</td>\n",
       "      <td>YP_009433043.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1633</th>\n",
       "      <td>Culex coronator</td>\n",
       "      <td>526217</td>\n",
       "      <td>YP_009433056.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1634</th>\n",
       "      <td>Culex usquatissimus</td>\n",
       "      <td>2037950</td>\n",
       "      <td>YP_009433069.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1635</th>\n",
       "      <td>Culex camposi</td>\n",
       "      <td>1461356</td>\n",
       "      <td>YP_009433082.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1664</th>\n",
       "      <td>Anopheles dirus</td>\n",
       "      <td>7168</td>\n",
       "      <td>YP_009441615.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1780</th>\n",
       "      <td>Sabethes chloropterus</td>\n",
       "      <td>865939</td>\n",
       "      <td>YP_009479359.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Sabethes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1790</th>\n",
       "      <td>Sabethes belisarioi</td>\n",
       "      <td>464956</td>\n",
       "      <td>YP_009479346.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Sabethes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1823</th>\n",
       "      <td>Anopheles rangeli</td>\n",
       "      <td>42840</td>\n",
       "      <td>YP_009487522.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1824</th>\n",
       "      <td>Anopheles benarrochi</td>\n",
       "      <td>43061</td>\n",
       "      <td>YP_009487535.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1825</th>\n",
       "      <td>Anopheles marajoara</td>\n",
       "      <td>58244</td>\n",
       "      <td>YP_009487548.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1826</th>\n",
       "      <td>Anopheles medialis</td>\n",
       "      <td>2803201</td>\n",
       "      <td>YP_009487561.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1827</th>\n",
       "      <td>Anopheles peryassui</td>\n",
       "      <td>184770</td>\n",
       "      <td>YP_009487574.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1828</th>\n",
       "      <td>Anopheles braziliensis</td>\n",
       "      <td>58242</td>\n",
       "      <td>YP_009487587.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1829</th>\n",
       "      <td>Anopheles atacamensis</td>\n",
       "      <td>722774</td>\n",
       "      <td>YP_009487600.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1830</th>\n",
       "      <td>Anopheles oswaldoi</td>\n",
       "      <td>43181</td>\n",
       "      <td>YP_009487613.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1831</th>\n",
       "      <td>Anopheles costai</td>\n",
       "      <td>925981</td>\n",
       "      <td>YP_009487626.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1832</th>\n",
       "      <td>Anopheles evansae</td>\n",
       "      <td>53710</td>\n",
       "      <td>YP_009487639.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1833</th>\n",
       "      <td>Bironella hollandi</td>\n",
       "      <td>59138</td>\n",
       "      <td>YP_009487652.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Bironella</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1834</th>\n",
       "      <td>Culex surinamensis</td>\n",
       "      <td>1461359</td>\n",
       "      <td>YP_009487665.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1835</th>\n",
       "      <td>Anopheles sawyeri</td>\n",
       "      <td>1552952</td>\n",
       "      <td>YP_009487678.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1836</th>\n",
       "      <td>Anopheles lanei</td>\n",
       "      <td>596824</td>\n",
       "      <td>YP_009487691.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1837</th>\n",
       "      <td>Anopheles triannulatus</td>\n",
       "      <td>58253</td>\n",
       "      <td>YP_009487704.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1838</th>\n",
       "      <td>Anopheles striatus</td>\n",
       "      <td>2171671</td>\n",
       "      <td>YP_009487717.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1839</th>\n",
       "      <td>Anopheles minor</td>\n",
       "      <td>596826</td>\n",
       "      <td>YP_009487730.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1840</th>\n",
       "      <td>Anopheles gilesi</td>\n",
       "      <td>2171669</td>\n",
       "      <td>YP_009487743.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1841</th>\n",
       "      <td>Anopheles albertoi</td>\n",
       "      <td>862807</td>\n",
       "      <td>YP_009487756.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1842</th>\n",
       "      <td>Anopheles parvus</td>\n",
       "      <td>596827</td>\n",
       "      <td>YP_009487769.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1843</th>\n",
       "      <td>Anopheles arthuri</td>\n",
       "      <td>862808</td>\n",
       "      <td>YP_009487782.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1844</th>\n",
       "      <td>Anopheles argyritarsis</td>\n",
       "      <td>58241</td>\n",
       "      <td>YP_009487795.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1845</th>\n",
       "      <td>Anopheles strodei</td>\n",
       "      <td>53711</td>\n",
       "      <td>YP_009487808.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1846</th>\n",
       "      <td>Culex bidens</td>\n",
       "      <td>707279</td>\n",
       "      <td>YP_009487821.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1847</th>\n",
       "      <td>Anopheles goeldii</td>\n",
       "      <td>585440</td>\n",
       "      <td>YP_009487834.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1848</th>\n",
       "      <td>Anopheles nimbus</td>\n",
       "      <td>925982</td>\n",
       "      <td>YP_009487847.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1849</th>\n",
       "      <td>Culex mollis</td>\n",
       "      <td>549331</td>\n",
       "      <td>YP_009487860.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1850</th>\n",
       "      <td>Anopheles forattinii</td>\n",
       "      <td>1426903</td>\n",
       "      <td>YP_009487873.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1851</th>\n",
       "      <td>Anopheles galvaoi</td>\n",
       "      <td>58246</td>\n",
       "      <td>YP_009487886.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1852</th>\n",
       "      <td>Anopheles rondoni</td>\n",
       "      <td>58252</td>\n",
       "      <td>YP_009487899.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1853</th>\n",
       "      <td>Anopheles guarani</td>\n",
       "      <td>1048867</td>\n",
       "      <td>YP_009487912.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1854</th>\n",
       "      <td>Anopheles antunesi</td>\n",
       "      <td>596823</td>\n",
       "      <td>YP_009487925.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1855</th>\n",
       "      <td>Anopheles fluminensis</td>\n",
       "      <td>364273</td>\n",
       "      <td>YP_009487938.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1856</th>\n",
       "      <td>Culex bilineatus</td>\n",
       "      <td>2171672</td>\n",
       "      <td>YP_009487951.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1857</th>\n",
       "      <td>Anopheles lutzii</td>\n",
       "      <td>596825</td>\n",
       "      <td>YP_009487964.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1858</th>\n",
       "      <td>Anopheles nr. costai SP02_17_3</td>\n",
       "      <td>2171939</td>\n",
       "      <td>YP_009487977.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1859</th>\n",
       "      <td>Culex declarator</td>\n",
       "      <td>707281</td>\n",
       "      <td>YP_009487990.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1860</th>\n",
       "      <td>Culex nigripalpus</td>\n",
       "      <td>42429</td>\n",
       "      <td>YP_009488003.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1861</th>\n",
       "      <td>Anopheles pristinus</td>\n",
       "      <td>874513</td>\n",
       "      <td>YP_009488016.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1862</th>\n",
       "      <td>Culex lygrus</td>\n",
       "      <td>1461354</td>\n",
       "      <td>YP_009488029.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1863</th>\n",
       "      <td>Culex chidesteri</td>\n",
       "      <td>707280</td>\n",
       "      <td>YP_009488042.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1864</th>\n",
       "      <td>Anopheles kompi</td>\n",
       "      <td>139048</td>\n",
       "      <td>YP_009488055.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1865</th>\n",
       "      <td>Culex brami</td>\n",
       "      <td>2171673</td>\n",
       "      <td>YP_009488068.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1866</th>\n",
       "      <td>Anopheles pseudotibiamaculatus</td>\n",
       "      <td>2171670</td>\n",
       "      <td>YP_009488081.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1905</th>\n",
       "      <td>Sabethes glaucodaemon</td>\n",
       "      <td>2153043</td>\n",
       "      <td>YP_009479372.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Sabethes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1953</th>\n",
       "      <td>Anopheles funestus</td>\n",
       "      <td>62324</td>\n",
       "      <td>YP_009502581.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1954</th>\n",
       "      <td>Culex gelidus</td>\n",
       "      <td>308713</td>\n",
       "      <td>YP_009502702.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Culex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000</th>\n",
       "      <td>Anopheles splendidus</td>\n",
       "      <td>325436</td>\n",
       "      <td>YP_009515436.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017</th>\n",
       "      <td>Anopheles aconitus</td>\n",
       "      <td>93947</td>\n",
       "      <td>YP_009519881.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2333</th>\n",
       "      <td>Coquillettidia chrysonotum</td>\n",
       "      <td>2597061</td>\n",
       "      <td>YP_009689615.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Coquillettidia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2334</th>\n",
       "      <td>Limatus flavisetosus</td>\n",
       "      <td>1426897</td>\n",
       "      <td>YP_009689628.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Limatus</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2335</th>\n",
       "      <td>Mansonia amazonensis</td>\n",
       "      <td>2597065</td>\n",
       "      <td>YP_009689641.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Mansonia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2336</th>\n",
       "      <td>Psorophora saeva</td>\n",
       "      <td>2597062</td>\n",
       "      <td>YP_009689654.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Psorophora</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2337</th>\n",
       "      <td>Runchomyia reversa</td>\n",
       "      <td>2597063</td>\n",
       "      <td>YP_009689667.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Runchomyia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2338</th>\n",
       "      <td>Sabethes undosus</td>\n",
       "      <td>2007222</td>\n",
       "      <td>YP_009689680.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Sabethes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2339</th>\n",
       "      <td>Trichoprosopon pallidiventer</td>\n",
       "      <td>2007230</td>\n",
       "      <td>YP_009689693.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Trichoprosopon</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2340</th>\n",
       "      <td>Uranotaenia geometrica</td>\n",
       "      <td>2597066</td>\n",
       "      <td>YP_009689706.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Uranotaenia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2341</th>\n",
       "      <td>Wyeomyia confusa</td>\n",
       "      <td>2597064</td>\n",
       "      <td>YP_009689719.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Wyeomyia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2613</th>\n",
       "      <td>Aedes koreicus</td>\n",
       "      <td>586676</td>\n",
       "      <td>YP_009755602.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Aedes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2639</th>\n",
       "      <td>Mansonia uniformis</td>\n",
       "      <td>308735</td>\n",
       "      <td>YP_009776982.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Mansonia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2687</th>\n",
       "      <td>Aedes flavopictus</td>\n",
       "      <td>166586</td>\n",
       "      <td>YP_009912333.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Aedes</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2739</th>\n",
       "      <td>Anopheles coustani</td>\n",
       "      <td>139045</td>\n",
       "      <td>YP_009927055.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Culicidae</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             taxname   #taxid protein_accession  \\\n",
       "31       Anopheles quadrimaculatus A    42377       NP_008697.1   \n",
       "34                 Anopheles gambiae     7165       NP_008080.1   \n",
       "76                  Aedes albopictus     7160       YP_194922.1   \n",
       "285               Anopheles darlingi    43151    YP_003734752.1   \n",
       "307           Culex quinquefasciatus     7176    YP_003934133.1   \n",
       "332            Culex pipiens pipiens    38569    YP_004221859.1   \n",
       "518             Anopheles albitarsis    58236    YP_007625573.1   \n",
       "519              Anopheles deaneorum    58243    YP_007625586.1   \n",
       "520                Anopheles cracens   123217    YP_007626951.1   \n",
       "521              Anopheles hinesorum    59189    YP_007626964.1   \n",
       "522              Anopheles farauti 4    59191    YP_007626977.1   \n",
       "763                 Anopheles cruzii    68878    YP_009054329.1   \n",
       "765                 Anopheles cruzii    68878    YP_009689511.1   \n",
       "805               Aedes notoscriptus   508665    YP_009104326.1   \n",
       "984             Ochlerotatus vigilax   569589    YP_009158086.1   \n",
       "985         Anopheles culicifacies B    63367    YP_009158190.1   \n",
       "1010              Anopheles sinensis    74873    YP_009169982.1   \n",
       "1011          Haemagogus janthinomys  1677689    YP_009170154.1   \n",
       "1040            Anopheles arabiensis     7173    YP_009176635.1   \n",
       "1041            Anopheles atroparvus    41427    YP_009176648.1   \n",
       "1042              Anopheles christyi    43041    YP_009176661.1   \n",
       "1043              Anopheles coluzzii  1518534    YP_009176674.1   \n",
       "1044          Anopheles culicifacies   139723    YP_009176687.1   \n",
       "1045            Anopheles epiroticus   199890    YP_009176700.1   \n",
       "1046             Anopheles maculatus    74869    YP_009176713.1   \n",
       "1047                 Anopheles melas    34690    YP_009176726.1   \n",
       "1048                 Anopheles merus    30066    YP_009176739.1   \n",
       "1049               Anopheles minimus   112268    YP_009176752.1   \n",
       "1050           Anopheles punctulatus    30068    YP_009176765.1   \n",
       "1051             Anopheles stephensi    30069    YP_009176778.1   \n",
       "1094         Culex tritaeniorhynchus     7178    YP_009186145.1   \n",
       "1231            Anopheles homunculus   369908    YP_009255438.1   \n",
       "1232              Anopheles bellator   139047    YP_009255451.1   \n",
       "1233              Anopheles laneanus   369909    YP_009255464.1   \n",
       "1269         Anopheles oryzalimnetes    58237    YP_009270257.1   \n",
       "1270          Anopheles albitarsis G   908352    YP_009270270.1   \n",
       "1271             Anopheles janconnae   337448    YP_009270283.1   \n",
       "1272          Anopheles albitarsis F   352057    YP_009270296.1   \n",
       "1576                   Aedes aegypti     7159    YP_009389271.1   \n",
       "1632                  Culex usquatus   707283    YP_009433043.1   \n",
       "1633                 Culex coronator   526217    YP_009433056.1   \n",
       "1634             Culex usquatissimus  2037950    YP_009433069.1   \n",
       "1635                   Culex camposi  1461356    YP_009433082.1   \n",
       "1664                 Anopheles dirus     7168    YP_009441615.1   \n",
       "1780           Sabethes chloropterus   865939    YP_009479359.1   \n",
       "1790             Sabethes belisarioi   464956    YP_009479346.1   \n",
       "1823               Anopheles rangeli    42840    YP_009487522.1   \n",
       "1824            Anopheles benarrochi    43061    YP_009487535.1   \n",
       "1825             Anopheles marajoara    58244    YP_009487548.1   \n",
       "1826              Anopheles medialis  2803201    YP_009487561.1   \n",
       "1827             Anopheles peryassui   184770    YP_009487574.1   \n",
       "1828          Anopheles braziliensis    58242    YP_009487587.1   \n",
       "1829           Anopheles atacamensis   722774    YP_009487600.1   \n",
       "1830              Anopheles oswaldoi    43181    YP_009487613.1   \n",
       "1831                Anopheles costai   925981    YP_009487626.1   \n",
       "1832               Anopheles evansae    53710    YP_009487639.1   \n",
       "1833              Bironella hollandi    59138    YP_009487652.1   \n",
       "1834              Culex surinamensis  1461359    YP_009487665.1   \n",
       "1835               Anopheles sawyeri  1552952    YP_009487678.1   \n",
       "1836                 Anopheles lanei   596824    YP_009487691.1   \n",
       "1837          Anopheles triannulatus    58253    YP_009487704.1   \n",
       "1838              Anopheles striatus  2171671    YP_009487717.1   \n",
       "1839                 Anopheles minor   596826    YP_009487730.1   \n",
       "1840                Anopheles gilesi  2171669    YP_009487743.1   \n",
       "1841              Anopheles albertoi   862807    YP_009487756.1   \n",
       "1842                Anopheles parvus   596827    YP_009487769.1   \n",
       "1843               Anopheles arthuri   862808    YP_009487782.1   \n",
       "1844          Anopheles argyritarsis    58241    YP_009487795.1   \n",
       "1845               Anopheles strodei    53711    YP_009487808.1   \n",
       "1846                    Culex bidens   707279    YP_009487821.1   \n",
       "1847               Anopheles goeldii   585440    YP_009487834.1   \n",
       "1848                Anopheles nimbus   925982    YP_009487847.1   \n",
       "1849                    Culex mollis   549331    YP_009487860.1   \n",
       "1850            Anopheles forattinii  1426903    YP_009487873.1   \n",
       "1851               Anopheles galvaoi    58246    YP_009487886.1   \n",
       "1852               Anopheles rondoni    58252    YP_009487899.1   \n",
       "1853               Anopheles guarani  1048867    YP_009487912.1   \n",
       "1854              Anopheles antunesi   596823    YP_009487925.1   \n",
       "1855           Anopheles fluminensis   364273    YP_009487938.1   \n",
       "1856                Culex bilineatus  2171672    YP_009487951.1   \n",
       "1857                Anopheles lutzii   596825    YP_009487964.1   \n",
       "1858  Anopheles nr. costai SP02_17_3  2171939    YP_009487977.1   \n",
       "1859                Culex declarator   707281    YP_009487990.1   \n",
       "1860               Culex nigripalpus    42429    YP_009488003.1   \n",
       "1861             Anopheles pristinus   874513    YP_009488016.1   \n",
       "1862                    Culex lygrus  1461354    YP_009488029.1   \n",
       "1863                Culex chidesteri   707280    YP_009488042.1   \n",
       "1864                 Anopheles kompi   139048    YP_009488055.1   \n",
       "1865                     Culex brami  2171673    YP_009488068.1   \n",
       "1866  Anopheles pseudotibiamaculatus  2171670    YP_009488081.1   \n",
       "1905           Sabethes glaucodaemon  2153043    YP_009479372.1   \n",
       "1953              Anopheles funestus    62324    YP_009502581.1   \n",
       "1954                   Culex gelidus   308713    YP_009502702.1   \n",
       "2000            Anopheles splendidus   325436    YP_009515436.1   \n",
       "2017              Anopheles aconitus    93947    YP_009519881.1   \n",
       "2333      Coquillettidia chrysonotum  2597061    YP_009689615.1   \n",
       "2334            Limatus flavisetosus  1426897    YP_009689628.1   \n",
       "2335            Mansonia amazonensis  2597065    YP_009689641.1   \n",
       "2336                Psorophora saeva  2597062    YP_009689654.1   \n",
       "2337              Runchomyia reversa  2597063    YP_009689667.1   \n",
       "2338                Sabethes undosus  2007222    YP_009689680.1   \n",
       "2339    Trichoprosopon pallidiventer  2007230    YP_009689693.1   \n",
       "2340          Uranotaenia geometrica  2597066    YP_009689706.1   \n",
       "2341                Wyeomyia confusa  2597064    YP_009689719.1   \n",
       "2613                  Aedes koreicus   586676    YP_009755602.1   \n",
       "2639              Mansonia uniformis   308735    YP_009776982.1   \n",
       "2687               Aedes flavopictus   166586    YP_009912333.1   \n",
       "2739              Anopheles coustani   139045    YP_009927055.1   \n",
       "\n",
       "      protein_length      phylum    class    order     family           genus  \\\n",
       "31             378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "34             378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "76             378.0  Arthropoda  Insecta  Diptera  Culicidae           Aedes   \n",
       "285            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "307            378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "332            378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "518            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "519            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "520            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "521            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "522            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "763            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "765            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "805            378.0  Arthropoda  Insecta  Diptera  Culicidae           Aedes   \n",
       "984            378.0  Arthropoda  Insecta  Diptera  Culicidae    Ochlerotatus   \n",
       "985            378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1010           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1011           378.0  Arthropoda  Insecta  Diptera  Culicidae      Haemagogus   \n",
       "1040           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1041           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1042           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1043           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1044           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1045           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1046           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1047           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1048           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1049           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1050           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1051           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1094           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1231           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1232           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1233           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1269           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1270           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1271           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1272           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1576           378.0  Arthropoda  Insecta  Diptera  Culicidae           Aedes   \n",
       "1632           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1633           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1634           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1635           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1664           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1780           378.0  Arthropoda  Insecta  Diptera  Culicidae        Sabethes   \n",
       "1790           378.0  Arthropoda  Insecta  Diptera  Culicidae        Sabethes   \n",
       "1823           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1824           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1825           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1826           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1827           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1828           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1829           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1830           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1831           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1832           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1833           378.0  Arthropoda  Insecta  Diptera  Culicidae       Bironella   \n",
       "1834           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1835           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1836           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1837           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1838           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1839           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1840           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1841           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1842           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1843           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1844           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1845           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1846           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1847           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1848           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1849           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1850           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1851           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1852           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1853           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1854           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1855           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1856           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1857           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1858           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1859           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1860           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1861           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1862           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1863           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1864           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1865           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "1866           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1905           378.0  Arthropoda  Insecta  Diptera  Culicidae        Sabethes   \n",
       "1953           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "1954           378.0  Arthropoda  Insecta  Diptera  Culicidae           Culex   \n",
       "2000           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "2017           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "2333           378.0  Arthropoda  Insecta  Diptera  Culicidae  Coquillettidia   \n",
       "2334           378.0  Arthropoda  Insecta  Diptera  Culicidae         Limatus   \n",
       "2335           378.0  Arthropoda  Insecta  Diptera  Culicidae        Mansonia   \n",
       "2336           378.0  Arthropoda  Insecta  Diptera  Culicidae      Psorophora   \n",
       "2337           378.0  Arthropoda  Insecta  Diptera  Culicidae      Runchomyia   \n",
       "2338           378.0  Arthropoda  Insecta  Diptera  Culicidae        Sabethes   \n",
       "2339           378.0  Arthropoda  Insecta  Diptera  Culicidae  Trichoprosopon   \n",
       "2340           378.0  Arthropoda  Insecta  Diptera  Culicidae     Uranotaenia   \n",
       "2341           378.0  Arthropoda  Insecta  Diptera  Culicidae        Wyeomyia   \n",
       "2613           378.0  Arthropoda  Insecta  Diptera  Culicidae           Aedes   \n",
       "2639           378.0  Arthropoda  Insecta  Diptera  Culicidae        Mansonia   \n",
       "2687           378.0  Arthropoda  Insecta  Diptera  Culicidae           Aedes   \n",
       "2739           378.0  Arthropoda  Insecta  Diptera  Culicidae       Anopheles   \n",
       "\n",
       "            species  \n",
       "31              NaN  \n",
       "34              NaN  \n",
       "76              NaN  \n",
       "285             NaN  \n",
       "307             NaN  \n",
       "332   Culex pipiens  \n",
       "518             NaN  \n",
       "519             NaN  \n",
       "520             NaN  \n",
       "521             NaN  \n",
       "522             NaN  \n",
       "763             NaN  \n",
       "765             NaN  \n",
       "805             NaN  \n",
       "984             NaN  \n",
       "985             NaN  \n",
       "1010            NaN  \n",
       "1011            NaN  \n",
       "1040            NaN  \n",
       "1041            NaN  \n",
       "1042            NaN  \n",
       "1043            NaN  \n",
       "1044            NaN  \n",
       "1045            NaN  \n",
       "1046            NaN  \n",
       "1047            NaN  \n",
       "1048            NaN  \n",
       "1049            NaN  \n",
       "1050            NaN  \n",
       "1051            NaN  \n",
       "1094            NaN  \n",
       "1231            NaN  \n",
       "1232            NaN  \n",
       "1233            NaN  \n",
       "1269            NaN  \n",
       "1270            NaN  \n",
       "1271            NaN  \n",
       "1272            NaN  \n",
       "1576            NaN  \n",
       "1632            NaN  \n",
       "1633            NaN  \n",
       "1634            NaN  \n",
       "1635            NaN  \n",
       "1664            NaN  \n",
       "1780            NaN  \n",
       "1790            NaN  \n",
       "1823            NaN  \n",
       "1824            NaN  \n",
       "1825            NaN  \n",
       "1826            NaN  \n",
       "1827            NaN  \n",
       "1828            NaN  \n",
       "1829            NaN  \n",
       "1830            NaN  \n",
       "1831            NaN  \n",
       "1832            NaN  \n",
       "1833            NaN  \n",
       "1834            NaN  \n",
       "1835            NaN  \n",
       "1836            NaN  \n",
       "1837            NaN  \n",
       "1838            NaN  \n",
       "1839            NaN  \n",
       "1840            NaN  \n",
       "1841            NaN  \n",
       "1842            NaN  \n",
       "1843            NaN  \n",
       "1844            NaN  \n",
       "1845            NaN  \n",
       "1846            NaN  \n",
       "1847            NaN  \n",
       "1848            NaN  \n",
       "1849            NaN  \n",
       "1850            NaN  \n",
       "1851            NaN  \n",
       "1852            NaN  \n",
       "1853            NaN  \n",
       "1854            NaN  \n",
       "1855            NaN  \n",
       "1856            NaN  \n",
       "1857            NaN  \n",
       "1858            NaN  \n",
       "1859            NaN  \n",
       "1860            NaN  \n",
       "1861            NaN  \n",
       "1862            NaN  \n",
       "1863            NaN  \n",
       "1864            NaN  \n",
       "1865            NaN  \n",
       "1866            NaN  \n",
       "1905            NaN  \n",
       "1953            NaN  \n",
       "1954            NaN  \n",
       "2000            NaN  \n",
       "2017            NaN  \n",
       "2333            NaN  \n",
       "2334            NaN  \n",
       "2335            NaN  \n",
       "2336            NaN  \n",
       "2337            NaN  \n",
       "2338            NaN  \n",
       "2339            NaN  \n",
       "2340            NaN  \n",
       "2341            NaN  \n",
       "2613            NaN  \n",
       "2639            NaN  \n",
       "2687            NaN  \n",
       "2739            NaN  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "taxset_df = table_combined[table_combined['family'] == \"Culicidae\"]\n",
    "taxset_acc = taxset_df['protein_accession']\n",
    "taxset_acc.to_csv('taxset_acclist', index = False, header = None)\n",
    "taxset_df\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Alignments"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create a full alignment of all data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 229,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 229,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.system(\"muscle -in protein.faa -fastaout protein_all_aln -clwout protein_all_clw -maxiters 1 -diags -sv -distance1 kbit20_3 \")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Full alignment summary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 230,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Alignment number:    1\n",
      "Format:              aligned FASTA\n",
      "Number of sequences: 2891\n",
      "Alignment length:    459\n",
      "Total # residues:    1091637\n",
      "Smallest:            350\n",
      "Largest:             397\n",
      "Average length:      377.6\n",
      "Average identity:    67%\n",
      "//\n",
      "\n"
     ]
    }
   ],
   "source": [
    "os.system(\"esl-alistat --amino protein_all_aln > align_all_summary\")\n",
    "with open(\"align_all_summary\", \"r\") as ping2:\n",
    "    print(ping2.read())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Optional create fasta file containing a subset of data as defined in taxset_df data slice"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "108"
      ]
     },
     "execution_count": 170,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from Bio import SeqIO\n",
    "sequences = []  \n",
    "for seq_record in SeqIO.parse(\"protein.faa\", \"fasta\"): \n",
    "    s = seq_record\n",
    "    if seq_record.id in taxset_df['protein_accession'].tolist():\n",
    "        sequences.append(s)\n",
    "SeqIO.write(sequences, 'protein_sorted.faa', \"fasta\")  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Optional align the subset of data created above"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 171,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.system(\"muscle -in protein_sorted.faa -fastaout protein_aln -clwout protein_clw -maxiters 1 -diags -sv -distance1 kbit20_3 \")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Optional statistics on subset alignment created above"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Alignment number:    1\n",
      "Format:              aligned FASTA\n",
      "Number of sequences: 108\n",
      "Alignment length:    378\n",
      "Total # residues:    40824\n",
      "Smallest:            378\n",
      "Largest:             378\n",
      "Average length:      378.0\n",
      "Average identity:    93%\n",
      "//\n",
      "\n"
     ]
    }
   ],
   "source": [
    "os.system(\"esl-alistat --amino protein_aln > align_summary\")\n",
    "with open(\"align_summary\", \"r\") as ping:\n",
    "    print(ping.read())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Generate full alignment statistics for every taxa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/mcveigh/jup/lib/python3.7/site-packages/ipykernel_launcher.py:26: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n"
     ]
    },
    {
     "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>description</th>\n",
       "      <th>value</th>\n",
       "      <th>taxa</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>71%</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>62%</td>\n",
       "      <td>Chilopoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>72%</td>\n",
       "      <td>Collembola</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>87%</td>\n",
       "      <td>Merostomata</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>74%</td>\n",
       "      <td>Malacostraca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7808</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>100%</td>\n",
       "      <td>Chionoecetes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7818</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>67%</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7828</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>88%</td>\n",
       "      <td>Hydraenidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7838</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>94%</td>\n",
       "      <td>Hemigrapsus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7848</th>\n",
       "      <td>Average identity</td>\n",
       "      <td>88%</td>\n",
       "      <td>Ochthebius</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>785 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           description     value          taxa\n",
       "8     Average identity       71%       Insecta\n",
       "18    Average identity       62%     Chilopoda\n",
       "28    Average identity       72%    Collembola\n",
       "38    Average identity       87%   Merostomata\n",
       "48    Average identity       74%  Malacostraca\n",
       "...                ...       ...           ...\n",
       "7808  Average identity      100%  Chionoecetes\n",
       "7818  Average identity       67%    Arthropoda\n",
       "7828  Average identity       88%   Hydraenidae\n",
       "7838  Average identity       94%   Hemigrapsus\n",
       "7848  Average identity       88%    Ochthebius\n",
       "\n",
       "[785 rows x 3 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import glob\n",
    "protein_acc_list = [[x, y, table_combined[table_combined[x] == y].protein_accession.to_list()] for x in ['phylum', 'class', 'order', 'family', 'genus'] for y in table_combined[x].unique()]\n",
    "for x in protein_acc_list:\n",
    "    number_of_acc = []\n",
    "    rank = x[0]\n",
    "    taxa = x[1]\n",
    "    protsub_list = x[2]\n",
    "    if taxa != \"NaN\":\n",
    "        number_of_acc = len(protsub_list)\n",
    "        if (number_of_acc > 1):\n",
    "            fname = \"data/\"+taxa+\"_accs.txt\"\n",
    "            fout = taxa+\"_alnsum\"\n",
    "            with open(fname, 'w') as f:\n",
    "                for i in protsub_list:\n",
    "                    f.write(i+'\\n')\n",
    "            subprocess.run(['esl-reformat --informat afa stockholm protein_all_aln | esl-alimanip --seq-k \"$1\" - | esl-alistat - > data/\"$2\" ', 'arg0', fname,  fout], text=True, shell=True)\n",
    "\n",
    "all_files = glob.glob(\"data/*alnsum\")           \n",
    "li = [] \n",
    "taxaname = []\n",
    "df = pd.concat([pd.read_csv(filename, sep=':', low_memory=False, header=None, names=[\"description\", \"value\"]).assign(taxa=os.path.basename(filename).split('_')[0]) for filename in all_files])\n",
    "li.append(df)\n",
    "alnsum_df = pd.concat(li, axis=0, ignore_index=True)\n",
    "#alnsum_df\n",
    "align_percent = alnsum_df[alnsum_df['description'] == \"Average identity\"]\n",
    "align_percent['taxa'] = align_percent['taxa'].str.strip()\n",
    "align_percent\n",
    "#align_percent.to_csv(r'align_percent_summary', sep ='\\t', index = True)            \n",
    "            \n",
    "            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 232,
   "metadata": {},
   "outputs": [],
   "source": [
    "align_percent.to_csv(r'align_percent_summary', sep ='\\t', index = True)  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### skip this for now alignment review all in python. slicing the alignments into subsets based on tax rank works fine but calculating %identity of the subalignment isn't working. code executes but is very slow"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "from Bio import SeqIO\n",
    "from itertools import combinations\n",
    "#sequences = [] \n",
    "fullalign = 'protein_all_aln'\n",
    "protein_acc_list = [[x, y, table_combined[table_combined[x] == y].protein_accession.to_list()] for x in ['class'] for y in table_combined[x].unique()]\n",
    "for x in protein_acc_list:\n",
    "    sequences = [] \n",
    "    number_of_acc = []\n",
    "    infile = 'taxset_summary'\n",
    "    rank = x[0]\n",
    "    taxa = x[1]\n",
    "    #print(taxa)\n",
    "    protsub_list = x[2]\n",
    "    if taxa != \"NaN\":\n",
    "        number_of_acc = len(protsub_list)\n",
    "        if (number_of_acc > 1):\n",
    "            fname = taxa+\"_aln\"\n",
    "            for seq_record in SeqIO.parse(fullalign, \"fasta\"): \n",
    "                s = seq_record\n",
    "                str_id = seq_record.id\n",
    "                if seq_record.id in protsub_list:\n",
    "                    sequences.append(s)\n",
    "        comp_length = 0\n",
    "        num_sim = 0        \n",
    "        for record1, record2 in combinations(sequences, 2):\n",
    "            sequence1 = record1.seq\n",
    "            sequence2 = record2.seq\n",
    "            for pos in range(0, min(len(sequence1), len(sequence2))):\n",
    "                #if (sequence1[pos] != '-') and (sequence2[pos] != '-'):\n",
    "                    #comp_length += 1\n",
    "                    #if sequence1[pos] == sequence2[pos]:\n",
    "                        #num_sim += 1\n",
    "            #score = num_sim  / comp_length\n",
    "            #print(taxa, score)\n",
    "        \n",
    "                if sequence1[pos] == sequence2[pos]:\n",
    "                    a += 2\n",
    "                if sequence1[pos] != sequence2[pos]:\n",
    "                    a += -1\n",
    "                if sequence1[pos] == sequence2[pos] == '-':\n",
    "                    a += -2\n",
    "        print(taxa, a)\n",
    "  \n",
    "             \n",
    "                    \n",
    "            \n",
    " \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Sequence Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Identify outliers based on protein size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 233,
   "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>protein_length</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>2891.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>377.598409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>4.875855</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>350.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>377.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>378.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>379.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>397.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       protein_length\n",
       "count     2891.000000\n",
       "mean       377.598409\n",
       "std          4.875855\n",
       "min        350.000000\n",
       "25%        377.000000\n",
       "50%        378.000000\n",
       "75%        379.000000\n",
       "max        397.000000"
      ]
     },
     "execution_count": 233,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_table_df[['protein_length']].describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 234,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:ylabel='Density'>"
      ]
     },
     "execution_count": 234,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x432 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data_table_df.plot(kind='kde', y='protein_length', figsize=(7,6))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Report Sequences that are too short or too long"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 235,
   "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>gene_symbol</th>\n",
       "      <th>taxname</th>\n",
       "      <th>#taxid</th>\n",
       "      <th>genomic_range</th>\n",
       "      <th>orientation</th>\n",
       "      <th>location</th>\n",
       "      <th>protein_accession</th>\n",
       "      <th>protein_length</th>\n",
       "      <th>protein_name</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gene_id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>14412034</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Polycheles typhlops</td>\n",
       "      <td>512014</td>\n",
       "      <td>NC_020026.1:13220-14404</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_007317402.1</td>\n",
       "      <td>394.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16488854</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Appalachioria falcifera</td>\n",
       "      <td>382869</td>\n",
       "      <td>NC_021933.1:13095-14279</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_008378738.1</td>\n",
       "      <td>394.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19909943</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Xenophyes cascus</td>\n",
       "      <td>984453</td>\n",
       "      <td>NC_024622.1:4092-5285</td>\n",
       "      <td>-</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_009049549.1</td>\n",
       "      <td>397.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22832667</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lethe dura</td>\n",
       "      <td>1457180</td>\n",
       "      <td>NC_026062.1:10410-11585</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>YP_009114186.1</td>\n",
       "      <td>391.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         gene_symbol                  taxname   #taxid  \\\n",
       "gene_id                                                  \n",
       "14412034        CYTB      Polycheles typhlops   512014   \n",
       "16488854        CYTB  Appalachioria falcifera   382869   \n",
       "19909943        CYTB         Xenophyes cascus   984453   \n",
       "22832667        CYTB               Lethe dura  1457180   \n",
       "\n",
       "                    genomic_range orientation location protein_accession  \\\n",
       "gene_id                                                                    \n",
       "14412034  NC_020026.1:13220-14404           +   chr MT    YP_007317402.1   \n",
       "16488854  NC_021933.1:13095-14279           +   chr MT    YP_008378738.1   \n",
       "19909943    NC_024622.1:4092-5285           -   chr MT    YP_009049549.1   \n",
       "22832667  NC_026062.1:10410-11585           +   chr MT    YP_009114186.1   \n",
       "\n",
       "          protein_length  protein_name  \n",
       "gene_id                                 \n",
       "14412034           394.0  cytochrome b  \n",
       "16488854           394.0  cytochrome b  \n",
       "19909943           397.0  cytochrome b  \n",
       "22832667           391.0  cytochrome b  "
      ]
     },
     "execution_count": 235,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#identify sequences outside of length range for analsysis\n",
    "wronglength = data_table_df.loc[(data_table_df['protein_length'] < 350) | (data_table_df['protein_length'] > 390)]\n",
    "wronglength"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Remove sequences that are too short or too long           "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 236,
   "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>gene_symbol</th>\n",
       "      <th>taxname</th>\n",
       "      <th>#taxid</th>\n",
       "      <th>genomic_range</th>\n",
       "      <th>orientation</th>\n",
       "      <th>location</th>\n",
       "      <th>protein_accession</th>\n",
       "      <th>protein_length</th>\n",
       "      <th>protein_name</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gene_id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>800081</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Triatoma dimidiata</td>\n",
       "      <td>72491</td>\n",
       "      <td>NC_002609.1:10252-11383</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802322</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Lithobius forficatus</td>\n",
       "      <td>7552</td>\n",
       "      <td>NC_002629.1:8634-9767</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_071849.1</td>\n",
       "      <td>377.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802401</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Heterodoxus macropus</td>\n",
       "      <td>145266</td>\n",
       "      <td>NC_002651.1:4683-5783</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_073761.1</td>\n",
       "      <td>366.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802590</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Cochliomyia hominivorax</td>\n",
       "      <td>115425</td>\n",
       "      <td>NC_002660.1:11607-12743</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_075459.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802687</th>\n",
       "      <td>CYTB</td>\n",
       "      <td>Chrysomya putoria</td>\n",
       "      <td>235600</td>\n",
       "      <td>NC_002697.1:10410-11546</td>\n",
       "      <td>+</td>\n",
       "      <td>chr MT</td>\n",
       "      <td>NP_085093.1</td>\n",
       "      <td>378.0</td>\n",
       "      <td>cytochrome b</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        gene_symbol                  taxname  #taxid            genomic_range  \\\n",
       "gene_id                                                                         \n",
       "800081         CYTB       Triatoma dimidiata   72491  NC_002609.1:10252-11383   \n",
       "802322         CYTB     Lithobius forficatus    7552    NC_002629.1:8634-9767   \n",
       "802401         CYTB     Heterodoxus macropus  145266    NC_002651.1:4683-5783   \n",
       "802590         CYTB  Cochliomyia hominivorax  115425  NC_002660.1:11607-12743   \n",
       "802687         CYTB        Chrysomya putoria  235600  NC_002697.1:10410-11546   \n",
       "\n",
       "        orientation location protein_accession  protein_length  protein_name  \n",
       "gene_id                                                                       \n",
       "800081            +   chr MT       NP_068653.1           377.0  cytochrome b  \n",
       "802322            +   chr MT       NP_071849.1           377.0  cytochrome b  \n",
       "802401            +   chr MT       NP_073761.1           366.0  cytochrome b  \n",
       "802590            +   chr MT       NP_075459.1           378.0  cytochrome b  \n",
       "802687            +   chr MT       NP_085093.1           378.0  cytochrome b  "
      ]
     },
     "execution_count": 236,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## filter out sequences that are either too long or too short\n",
    "\n",
    "min_len = 349\n",
    "max_len = 391\n",
    "\n",
    "rightlength = data_table_df.loc[(data_table_df['protein_length'] > min_len) & (data_table_df['protein_length'] < max_len)]\n",
    "#rightlength.to_csv(\"rightlength\", sep='\\t')\n",
    "rightlength.head()\n",
    "#acclist = rightlength['protein_accession']\n",
    "#rightlength.to_csv('taxmap', index=False, header=False, sep ='\\t', columns=['protein_accession', 'tax_id'])\n",
    "#print(acclist)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 237,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "removed accessions are:  YP_007317402.1\n",
      "removed accessions are:  YP_008378738.1\n",
      "removed accessions are:  YP_009049549.1\n",
      "removed accessions are:  YP_009114186.1\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "2887"
      ]
     },
     "execution_count": 237,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from Bio import SeqIO\n",
    "sequences = [] \n",
    "for seq_record in SeqIO.parse(\"protein.faa\", \"fasta\"): \n",
    "    s = seq_record    \n",
    "    if seq_record.id in rightlength['protein_accession'].tolist():\n",
    "        sequences.append(s)\n",
    "    else:\n",
    "        print(\"removed accessions are: \", seq_record.id)\n",
    "SeqIO.write(sequences, \"stripped.fsa\", \"fasta\")  \n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate taxmap and save for later use"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 239,
   "metadata": {},
   "outputs": [],
   "source": [
    "rightlength.to_csv('taxmap', index=False, header=False, sep ='\\t', columns=['protein_accession', '#taxid'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Run all-vs-all BLAST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 240,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 240,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#!scripts/blast_all.sh -b {bdbag} -a {acclist_for_blast} -t 6\n",
    "os.system(\"makeblastdb -in stripped.fsa -parse_seqids -dbtype prot -taxid_map taxmap -out prot_blastdb\")\n",
    "os.system(\"blastp -db prot_blastdb -num_threads 6 -query stripped.fsa -outfmt '7 std qcovs staxid ssciname' -out blastout.tsv\")\n",
    "#os.system(\"blast_formatter -archive blastout.asn -outfmt '7 std staxid ssciname' -out blastout.tsv\")\n",
    "#os.system(\"blastp -db nr -num_threads 6 -query stripped.fsa -outfmt '7 std qcovs staxid ssciname' -out blastout.tsv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Read BLAST tsv file, remove matches to self\n",
    "This creates a master file of the blast output with the organism names and taxids"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/mcveigh/.local/lib/python3.7/site-packages/pandas/core/frame.py:3997: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  errors=errors,\n"
     ]
    },
    {
     "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>queryseqid</th>\n",
       "      <th>subjectseqid</th>\n",
       "      <th>identity</th>\n",
       "      <th>length</th>\n",
       "      <th>qstart</th>\n",
       "      <th>qend</th>\n",
       "      <th>sstart</th>\n",
       "      <th>send</th>\n",
       "      <th>Evalue</th>\n",
       "      <th>qcoverage</th>\n",
       "      <th>taxid</th>\n",
       "      <th>taxname</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919166.1</td>\n",
       "      <td>97.878</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>98665.0</td>\n",
       "      <td>Triatoma mazzottii</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919148.1</td>\n",
       "      <td>97.878</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>2086892.0</td>\n",
       "      <td>Triatoma huehuetenanguensis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919200.1</td>\n",
       "      <td>96.552</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>72494.0</td>\n",
       "      <td>Triatoma sanguisuga</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919135.1</td>\n",
       "      <td>93.634</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>340914.0</td>\n",
       "      <td>Triatoma mexicana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009412498.1</td>\n",
       "      <td>90.691</td>\n",
       "      <td>376.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>30076.0</td>\n",
       "      <td>Triatoma infestans</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457943</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009058474.1</td>\n",
       "      <td>71.892</td>\n",
       "      <td>370.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>374.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>7370.0</td>\n",
       "      <td>Musca domestica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457944</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009045505.1</td>\n",
       "      <td>72.162</td>\n",
       "      <td>370.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>382.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>191423.0</td>\n",
       "      <td>Parthenos sylvia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457945</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009045258.1</td>\n",
       "      <td>71.654</td>\n",
       "      <td>381.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>382.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>882614.0</td>\n",
       "      <td>Athyma sinope</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457946</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009026957.1</td>\n",
       "      <td>72.703</td>\n",
       "      <td>370.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>627747.0</td>\n",
       "      <td>Leptomantella albella</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457947</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_008081150.1</td>\n",
       "      <td>73.067</td>\n",
       "      <td>375.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>375.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>1305651.0</td>\n",
       "      <td>Thyridosmylus langii</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1440626 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             queryseqid    subjectseqid  identity  length  qstart   qend  \\\n",
       "6           NP_068653.1  YP_009919166.1    97.878   377.0     1.0  377.0   \n",
       "7           NP_068653.1  YP_009919148.1    97.878   377.0     1.0  377.0   \n",
       "8           NP_068653.1  YP_009919200.1    96.552   377.0     1.0  377.0   \n",
       "9           NP_068653.1  YP_009919135.1    93.634   377.0     1.0  377.0   \n",
       "10          NP_068653.1  YP_009412498.1    90.691   376.0     1.0  376.0   \n",
       "...                 ...             ...       ...     ...     ...    ...   \n",
       "1457943  YP_009995947.1  YP_009058474.1    71.892   370.0     5.0  374.0   \n",
       "1457944  YP_009995947.1  YP_009045505.1    72.162   370.0     7.0  376.0   \n",
       "1457945  YP_009995947.1  YP_009045258.1    71.654   381.0     1.0  376.0   \n",
       "1457946  YP_009995947.1  YP_009026957.1    72.703   370.0     7.0  376.0   \n",
       "1457947  YP_009995947.1  YP_008081150.1    73.067   375.0     1.0  375.0   \n",
       "\n",
       "         sstart   send  Evalue  qcoverage      taxid  \\\n",
       "6           1.0  377.0     0.0      100.0    98665.0   \n",
       "7           1.0  377.0     0.0      100.0  2086892.0   \n",
       "8           1.0  377.0     0.0      100.0    72494.0   \n",
       "9           1.0  377.0     0.0      100.0   340914.0   \n",
       "10          1.0  376.0     0.0       99.0    30076.0   \n",
       "...         ...    ...     ...        ...        ...   \n",
       "1457943     8.0  377.0     0.0       98.0     7370.0   \n",
       "1457944    13.0  382.0     0.0       98.0   191423.0   \n",
       "1457945     2.0  382.0     0.0      100.0   882614.0   \n",
       "1457946    10.0  378.0     0.0       98.0   627747.0   \n",
       "1457947     5.0  377.0     0.0       99.0  1305651.0   \n",
       "\n",
       "                             taxname  \n",
       "6                 Triatoma mazzottii  \n",
       "7        Triatoma huehuetenanguensis  \n",
       "8                Triatoma sanguisuga  \n",
       "9                  Triatoma mexicana  \n",
       "10                Triatoma infestans  \n",
       "...                              ...  \n",
       "1457943              Musca domestica  \n",
       "1457944             Parthenos sylvia  \n",
       "1457945                Athyma sinope  \n",
       "1457946        Leptomantella albella  \n",
       "1457947         Thyridosmylus langii  \n",
       "\n",
       "[1440626 rows x 12 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "file_name_string = (r'blastout.tsv')\n",
    "table_df = pd.read_csv(file_name_string,\n",
    "                       sep='\\t',\n",
    "                       index_col=None,\n",
    "                       low_memory=False,\n",
    "                       usecols=[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14],\n",
    "                       header=None,\n",
    "                       names=[\"queryseqid\", \"subjectseqid\", \"identity\", \"length\", \"mismatch\", \"gapopen\", \"qstart\", \"qend\", \"sstart\", \"send\", \"Evalue\", \"bitscore\", \"qcoverage\", \"taxid\", \"taxname\"])\n",
    "table_df = table_df[~table_df['queryseqid'].str.contains(\"#\")]\n",
    "table_df['%identity'] = pd.to_numeric(table_df['identity'])\n",
    "table_df['length'] = pd.to_numeric(table_df['length'])\n",
    "table_df['qstart'] = pd.to_numeric(table_df['qstart'])\n",
    "table_df['qend'] = pd.to_numeric(table_df['qend'])\n",
    "table_df['sstart'] = pd.to_numeric(table_df['sstart'])\n",
    "table_df['send'] = pd.to_numeric(table_df['send'])\n",
    "table_df['qcoverage'] = pd.to_numeric(table_df['qcoverage'])\n",
    "#table_df\n",
    "#strip .version if needed\n",
    "#table_df['taxid'] = table_df['taxid'].astype(str)\n",
    "#table_df['taxid'] = table_df['taxid'].map(lambda x: str(x)[:-2])\n",
    "#table_df['queryseqid'] = table_df['queryseqid'].astype(int)\n",
    "#table_df['queryseqid'] = table_df['queryseqid'].map(lambda x: int(x)[:-1])\n",
    "table2_df = table_df.loc[(table_df['queryseqid']) != (table_df['subjectseqid'])]\n",
    "table2_df.drop(['mismatch', 'gapopen', 'bitscore', '%identity'], axis=1, inplace=True)\n",
    "table2_df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create a smaller dataframe with just numberical values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "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>queryseqid</th>\n",
       "      <th>subjectseqid</th>\n",
       "      <th>identity</th>\n",
       "      <th>length</th>\n",
       "      <th>qstart</th>\n",
       "      <th>qend</th>\n",
       "      <th>sstart</th>\n",
       "      <th>send</th>\n",
       "      <th>Evalue</th>\n",
       "      <th>qcoverage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919166.1</td>\n",
       "      <td>97.878</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919148.1</td>\n",
       "      <td>97.878</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919200.1</td>\n",
       "      <td>96.552</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919135.1</td>\n",
       "      <td>93.634</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009412498.1</td>\n",
       "      <td>90.691</td>\n",
       "      <td>376.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457943</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009058474.1</td>\n",
       "      <td>71.892</td>\n",
       "      <td>370.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>374.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457944</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009045505.1</td>\n",
       "      <td>72.162</td>\n",
       "      <td>370.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>382.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457945</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009045258.1</td>\n",
       "      <td>71.654</td>\n",
       "      <td>381.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>382.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457946</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009026957.1</td>\n",
       "      <td>72.703</td>\n",
       "      <td>370.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457947</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_008081150.1</td>\n",
       "      <td>73.067</td>\n",
       "      <td>375.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>375.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1440626 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             queryseqid    subjectseqid  identity  length  qstart   qend  \\\n",
       "6           NP_068653.1  YP_009919166.1    97.878   377.0     1.0  377.0   \n",
       "7           NP_068653.1  YP_009919148.1    97.878   377.0     1.0  377.0   \n",
       "8           NP_068653.1  YP_009919200.1    96.552   377.0     1.0  377.0   \n",
       "9           NP_068653.1  YP_009919135.1    93.634   377.0     1.0  377.0   \n",
       "10          NP_068653.1  YP_009412498.1    90.691   376.0     1.0  376.0   \n",
       "...                 ...             ...       ...     ...     ...    ...   \n",
       "1457943  YP_009995947.1  YP_009058474.1    71.892   370.0     5.0  374.0   \n",
       "1457944  YP_009995947.1  YP_009045505.1    72.162   370.0     7.0  376.0   \n",
       "1457945  YP_009995947.1  YP_009045258.1    71.654   381.0     1.0  376.0   \n",
       "1457946  YP_009995947.1  YP_009026957.1    72.703   370.0     7.0  376.0   \n",
       "1457947  YP_009995947.1  YP_008081150.1    73.067   375.0     1.0  375.0   \n",
       "\n",
       "         sstart   send  Evalue  qcoverage  \n",
       "6           1.0  377.0     0.0      100.0  \n",
       "7           1.0  377.0     0.0      100.0  \n",
       "8           1.0  377.0     0.0      100.0  \n",
       "9           1.0  377.0     0.0      100.0  \n",
       "10          1.0  376.0     0.0       99.0  \n",
       "...         ...    ...     ...        ...  \n",
       "1457943     8.0  377.0     0.0       98.0  \n",
       "1457944    13.0  382.0     0.0       98.0  \n",
       "1457945     2.0  382.0     0.0      100.0  \n",
       "1457946    10.0  378.0     0.0       98.0  \n",
       "1457947     5.0  377.0     0.0       99.0  \n",
       "\n",
       "[1440626 rows x 10 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dftidy = table2_df.drop(['taxid', 'taxname'], axis=1)\n",
    "dftidy"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Groupby and Aggregate the top ten rows of blast results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "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 tr th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr:last-of-type th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th colspan=\"3\" halign=\"left\">identity</th>\n",
       "      <th colspan=\"3\" halign=\"left\">length</th>\n",
       "      <th colspan=\"3\" halign=\"left\">qstart</th>\n",
       "      <th>qend</th>\n",
       "      <th>...</th>\n",
       "      <th>sstart</th>\n",
       "      <th colspan=\"3\" halign=\"left\">send</th>\n",
       "      <th colspan=\"3\" halign=\"left\">Evalue</th>\n",
       "      <th colspan=\"3\" halign=\"left\">qcoverage</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>median</th>\n",
       "      <th>min</th>\n",
       "      <th>max</th>\n",
       "      <th>median</th>\n",
       "      <th>min</th>\n",
       "      <th>max</th>\n",
       "      <th>median</th>\n",
       "      <th>min</th>\n",
       "      <th>max</th>\n",
       "      <th>median</th>\n",
       "      <th>...</th>\n",
       "      <th>max</th>\n",
       "      <th>median</th>\n",
       "      <th>min</th>\n",
       "      <th>max</th>\n",
       "      <th>median</th>\n",
       "      <th>min</th>\n",
       "      <th>max</th>\n",
       "      <th>median</th>\n",
       "      <th>min</th>\n",
       "      <th>max</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>queryseqid</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>NP_006913.1</th>\n",
       "      <td>96.4285</td>\n",
       "      <td>91.005</td>\n",
       "      <td>99.735</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_007119.1</th>\n",
       "      <td>77.2610</td>\n",
       "      <td>72.872</td>\n",
       "      <td>92.819</td>\n",
       "      <td>376.0</td>\n",
       "      <td>373.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>381.0</td>\n",
       "      <td>...</td>\n",
       "      <td>5.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>99.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_007301.1</th>\n",
       "      <td>92.5930</td>\n",
       "      <td>91.293</td>\n",
       "      <td>99.208</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_008080.1</th>\n",
       "      <td>99.4710</td>\n",
       "      <td>98.677</td>\n",
       "      <td>100.000</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_008093.1</th>\n",
       "      <td>91.3155</td>\n",
       "      <td>69.737</td>\n",
       "      <td>99.217</td>\n",
       "      <td>380.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>383.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>383.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <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>YP_961309.1</th>\n",
       "      <td>90.2370</td>\n",
       "      <td>89.182</td>\n",
       "      <td>92.084</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_961393.1</th>\n",
       "      <td>99.6030</td>\n",
       "      <td>98.148</td>\n",
       "      <td>100.000</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973126.1</th>\n",
       "      <td>91.2695</td>\n",
       "      <td>90.476</td>\n",
       "      <td>98.677</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973139.1</th>\n",
       "      <td>87.5660</td>\n",
       "      <td>87.037</td>\n",
       "      <td>88.095</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973152.1</th>\n",
       "      <td>89.1530</td>\n",
       "      <td>88.889</td>\n",
       "      <td>96.032</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2887 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            identity                  length               qstart            \\\n",
       "              median     min      max median    min    max median  min  max   \n",
       "queryseqid                                                                    \n",
       "NP_006913.1  96.4285  91.005   99.735  378.0  378.0  378.0    1.0  1.0  1.0   \n",
       "NP_007119.1  77.2610  72.872   92.819  376.0  373.0  376.0    6.0  6.0  9.0   \n",
       "NP_007301.1  92.5930  91.293   99.208  378.0  378.0  379.0    1.0  1.0  1.0   \n",
       "NP_008080.1  99.4710  98.677  100.000  378.0  378.0  378.0    1.0  1.0  1.0   \n",
       "NP_008093.1  91.3155  69.737   99.217  380.0  379.0  383.0    1.0  1.0  1.0   \n",
       "...              ...     ...      ...    ...    ...    ...    ...  ...  ...   \n",
       "YP_961309.1  90.2370  89.182   92.084  379.0  379.0  379.0    1.0  1.0  1.0   \n",
       "YP_961393.1  99.6030  98.148  100.000  378.0  378.0  378.0    1.0  1.0  1.0   \n",
       "YP_973126.1  91.2695  90.476   98.677  378.0  378.0  378.0    1.0  1.0  1.0   \n",
       "YP_973139.1  87.5660  87.037   88.095  378.0  378.0  378.0    1.0  1.0  1.0   \n",
       "YP_973152.1  89.1530  88.889   96.032  378.0  378.0  378.0    1.0  1.0  1.0   \n",
       "\n",
       "              qend  ... sstart   send               Evalue            \\\n",
       "            median  ...    max median    min    max median  min  max   \n",
       "queryseqid          ...                                                \n",
       "NP_006913.1  378.0  ...    1.0  378.0  378.0  378.0    0.0  0.0  0.0   \n",
       "NP_007119.1  381.0  ...    5.0  376.0  376.0  377.0    0.0  0.0  0.0   \n",
       "NP_007301.1  378.0  ...    1.0  378.0  378.0  379.0    0.0  0.0  0.0   \n",
       "NP_008080.1  378.0  ...    1.0  378.0  378.0  378.0    0.0  0.0  0.0   \n",
       "NP_008093.1  380.0  ...    1.0  380.0  379.0  383.0    0.0  0.0  0.0   \n",
       "...            ...  ...    ...    ...    ...    ...    ...  ...  ...   \n",
       "YP_961309.1  379.0  ...    1.0  379.0  379.0  379.0    0.0  0.0  0.0   \n",
       "YP_961393.1  378.0  ...    1.0  378.0  378.0  378.0    0.0  0.0  0.0   \n",
       "YP_973126.1  378.0  ...    1.0  378.0  378.0  378.0    0.0  0.0  0.0   \n",
       "YP_973139.1  378.0  ...    1.0  378.0  378.0  378.0    0.0  0.0  0.0   \n",
       "YP_973152.1  378.0  ...    1.0  378.0  378.0  378.0    0.0  0.0  0.0   \n",
       "\n",
       "            qcoverage                \n",
       "               median    min    max  \n",
       "queryseqid                           \n",
       "NP_006913.1     100.0  100.0  100.0  \n",
       "NP_007119.1      99.0   98.0   99.0  \n",
       "NP_007301.1      99.0   99.0  100.0  \n",
       "NP_008080.1     100.0  100.0  100.0  \n",
       "NP_008093.1      99.0   99.0  100.0  \n",
       "...               ...    ...    ...  \n",
       "YP_961309.1     100.0  100.0  100.0  \n",
       "YP_961393.1     100.0  100.0  100.0  \n",
       "YP_973126.1     100.0  100.0  100.0  \n",
       "YP_973139.1     100.0  100.0  100.0  \n",
       "YP_973152.1     100.0  100.0  100.0  \n",
       "\n",
       "[2887 rows x 24 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table3_df = dftidy.groupby('queryseqid').head(10) \n",
    "ident_group = table3_df.groupby('queryseqid').agg(['median', 'min', 'max']) \n",
    "ident_group"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Convert back to one dimentional index for searborn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['identity_median', 'identity_min', 'identity_max', 'length_median',\n",
       "       'length_min', 'length_max', 'qstart_median', 'qstart_min', 'qstart_max',\n",
       "       'qend_median', 'qend_min', 'qend_max', 'sstart_median', 'sstart_min',\n",
       "       'sstart_max', 'send_median', 'send_min', 'send_max', 'Evalue_median',\n",
       "       'Evalue_min', 'Evalue_max', 'qcoverage_median', 'qcoverage_min',\n",
       "       'qcoverage_max'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ident_group.columns = ident_group.columns.map('_'.join)\n",
    "ident_group.columns.get_level_values(0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 245,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>identity_median</th>\n",
       "      <th>identity_min</th>\n",
       "      <th>identity_max</th>\n",
       "      <th>length_median</th>\n",
       "      <th>length_min</th>\n",
       "      <th>length_max</th>\n",
       "      <th>qstart_median</th>\n",
       "      <th>qstart_min</th>\n",
       "      <th>qstart_max</th>\n",
       "      <th>qend_median</th>\n",
       "      <th>...</th>\n",
       "      <th>sstart_max</th>\n",
       "      <th>send_median</th>\n",
       "      <th>send_min</th>\n",
       "      <th>send_max</th>\n",
       "      <th>Evalue_median</th>\n",
       "      <th>Evalue_min</th>\n",
       "      <th>Evalue_max</th>\n",
       "      <th>qcoverage_median</th>\n",
       "      <th>qcoverage_min</th>\n",
       "      <th>qcoverage_max</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>queryseqid</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>NP_006913.1</th>\n",
       "      <td>96.4285</td>\n",
       "      <td>91.005</td>\n",
       "      <td>99.735</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_007119.1</th>\n",
       "      <td>77.2610</td>\n",
       "      <td>72.872</td>\n",
       "      <td>92.819</td>\n",
       "      <td>376.0</td>\n",
       "      <td>373.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>381.0</td>\n",
       "      <td>...</td>\n",
       "      <td>5.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>99.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_007301.1</th>\n",
       "      <td>92.5930</td>\n",
       "      <td>91.293</td>\n",
       "      <td>99.208</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_008080.1</th>\n",
       "      <td>99.4710</td>\n",
       "      <td>98.677</td>\n",
       "      <td>100.000</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_008093.1</th>\n",
       "      <td>91.3155</td>\n",
       "      <td>69.737</td>\n",
       "      <td>99.217</td>\n",
       "      <td>380.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>383.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>383.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <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>YP_961309.1</th>\n",
       "      <td>90.2370</td>\n",
       "      <td>89.182</td>\n",
       "      <td>92.084</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_961393.1</th>\n",
       "      <td>99.6030</td>\n",
       "      <td>98.148</td>\n",
       "      <td>100.000</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973126.1</th>\n",
       "      <td>91.2695</td>\n",
       "      <td>90.476</td>\n",
       "      <td>98.677</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973139.1</th>\n",
       "      <td>87.5660</td>\n",
       "      <td>87.037</td>\n",
       "      <td>88.095</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973152.1</th>\n",
       "      <td>89.1530</td>\n",
       "      <td>88.889</td>\n",
       "      <td>96.032</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2887 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             identity_median  identity_min  identity_max  length_median  \\\n",
       "queryseqid                                                                \n",
       "NP_006913.1          96.4285        91.005        99.735          378.0   \n",
       "NP_007119.1          77.2610        72.872        92.819          376.0   \n",
       "NP_007301.1          92.5930        91.293        99.208          378.0   \n",
       "NP_008080.1          99.4710        98.677       100.000          378.0   \n",
       "NP_008093.1          91.3155        69.737        99.217          380.0   \n",
       "...                      ...           ...           ...            ...   \n",
       "YP_961309.1          90.2370        89.182        92.084          379.0   \n",
       "YP_961393.1          99.6030        98.148       100.000          378.0   \n",
       "YP_973126.1          91.2695        90.476        98.677          378.0   \n",
       "YP_973139.1          87.5660        87.037        88.095          378.0   \n",
       "YP_973152.1          89.1530        88.889        96.032          378.0   \n",
       "\n",
       "             length_min  length_max  qstart_median  qstart_min  qstart_max  \\\n",
       "queryseqid                                                                   \n",
       "NP_006913.1       378.0       378.0            1.0         1.0         1.0   \n",
       "NP_007119.1       373.0       376.0            6.0         6.0         9.0   \n",
       "NP_007301.1       378.0       379.0            1.0         1.0         1.0   \n",
       "NP_008080.1       378.0       378.0            1.0         1.0         1.0   \n",
       "NP_008093.1       379.0       383.0            1.0         1.0         1.0   \n",
       "...                 ...         ...            ...         ...         ...   \n",
       "YP_961309.1       379.0       379.0            1.0         1.0         1.0   \n",
       "YP_961393.1       378.0       378.0            1.0         1.0         1.0   \n",
       "YP_973126.1       378.0       378.0            1.0         1.0         1.0   \n",
       "YP_973139.1       378.0       378.0            1.0         1.0         1.0   \n",
       "YP_973152.1       378.0       378.0            1.0         1.0         1.0   \n",
       "\n",
       "             qend_median  ...  sstart_max  send_median  send_min  send_max  \\\n",
       "queryseqid                ...                                                \n",
       "NP_006913.1        378.0  ...         1.0        378.0     378.0     378.0   \n",
       "NP_007119.1        381.0  ...         5.0        376.0     376.0     377.0   \n",
       "NP_007301.1        378.0  ...         1.0        378.0     378.0     379.0   \n",
       "NP_008080.1        378.0  ...         1.0        378.0     378.0     378.0   \n",
       "NP_008093.1        380.0  ...         1.0        380.0     379.0     383.0   \n",
       "...                  ...  ...         ...          ...       ...       ...   \n",
       "YP_961309.1        379.0  ...         1.0        379.0     379.0     379.0   \n",
       "YP_961393.1        378.0  ...         1.0        378.0     378.0     378.0   \n",
       "YP_973126.1        378.0  ...         1.0        378.0     378.0     378.0   \n",
       "YP_973139.1        378.0  ...         1.0        378.0     378.0     378.0   \n",
       "YP_973152.1        378.0  ...         1.0        378.0     378.0     378.0   \n",
       "\n",
       "             Evalue_median  Evalue_min  Evalue_max  qcoverage_median  \\\n",
       "queryseqid                                                             \n",
       "NP_006913.1            0.0         0.0         0.0             100.0   \n",
       "NP_007119.1            0.0         0.0         0.0              99.0   \n",
       "NP_007301.1            0.0         0.0         0.0              99.0   \n",
       "NP_008080.1            0.0         0.0         0.0             100.0   \n",
       "NP_008093.1            0.0         0.0         0.0              99.0   \n",
       "...                    ...         ...         ...               ...   \n",
       "YP_961309.1            0.0         0.0         0.0             100.0   \n",
       "YP_961393.1            0.0         0.0         0.0             100.0   \n",
       "YP_973126.1            0.0         0.0         0.0             100.0   \n",
       "YP_973139.1            0.0         0.0         0.0             100.0   \n",
       "YP_973152.1            0.0         0.0         0.0             100.0   \n",
       "\n",
       "             qcoverage_min  qcoverage_max  \n",
       "queryseqid                                 \n",
       "NP_006913.1          100.0          100.0  \n",
       "NP_007119.1           98.0           99.0  \n",
       "NP_007301.1           99.0          100.0  \n",
       "NP_008080.1          100.0          100.0  \n",
       "NP_008093.1           99.0          100.0  \n",
       "...                    ...            ...  \n",
       "YP_961309.1          100.0          100.0  \n",
       "YP_961393.1          100.0          100.0  \n",
       "YP_973126.1          100.0          100.0  \n",
       "YP_973139.1          100.0          100.0  \n",
       "YP_973152.1          100.0          100.0  \n",
       "\n",
       "[2887 rows x 24 columns]"
      ]
     },
     "execution_count": 245,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ident_group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 246,
   "metadata": {},
   "outputs": [],
   "source": [
    "ident_group.to_csv(r'ident_group_file', sep ='\\t', index = True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Let's plot the query coverage data to visual"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 247,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:ylabel='Density'>"
      ]
     },
     "execution_count": 247,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ident_group.plot(kind='kde', y='qcoverage_median', figsize=(9,6))\n",
    "#ident_group.savefig('qcov_median.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Median %identity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 248,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(ident_group.identity_median.dropna())\n",
    "plt.show()\n",
    "plt.savefig('identity_displot.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Identify sequences with values below the pass/fail thresholds %identity and query coverage"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Determine taxonomic relationships of the organisms in the top ten BLAST returns per query"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/mcveigh/jup/lib/python3.7/site-packages/ipykernel_launcher.py:1: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "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>queryseqid</th>\n",
       "      <th>subjectseqid</th>\n",
       "      <th>taxname</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>Triatoma dimidiata</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919166.1</td>\n",
       "      <td>Triatoma mazzottii</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919148.1</td>\n",
       "      <td>Triatoma huehuetenanguensis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919200.1</td>\n",
       "      <td>Triatoma sanguisuga</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919135.1</td>\n",
       "      <td>Triatoma mexicana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457454</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009573032.1</td>\n",
       "      <td>Podagricomela nigricollis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457455</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009417320.1</td>\n",
       "      <td>Acanthoscelides obtectus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457456</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009139865.1</td>\n",
       "      <td>Galeruca daurica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457457</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009528989.1</td>\n",
       "      <td>Monolepta quadriguttata</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457458</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009441836.1</td>\n",
       "      <td>Xylosandrus germanus</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>31757 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             queryseqid    subjectseqid                      taxname\n",
       "5           NP_068653.1     NP_068653.1           Triatoma dimidiata\n",
       "6           NP_068653.1  YP_009919166.1           Triatoma mazzottii\n",
       "7           NP_068653.1  YP_009919148.1  Triatoma huehuetenanguensis\n",
       "8           NP_068653.1  YP_009919200.1          Triatoma sanguisuga\n",
       "9           NP_068653.1  YP_009919135.1            Triatoma mexicana\n",
       "...                 ...             ...                          ...\n",
       "1457454  YP_009995947.1  YP_009573032.1    Podagricomela nigricollis\n",
       "1457455  YP_009995947.1  YP_009417320.1     Acanthoscelides obtectus\n",
       "1457456  YP_009995947.1  YP_009139865.1             Galeruca daurica\n",
       "1457457  YP_009995947.1  YP_009528989.1      Monolepta quadriguttata\n",
       "1457458  YP_009995947.1  YP_009441836.1         Xylosandrus germanus\n",
       "\n",
       "[31757 rows x 3 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table5_df = table_df.groupby('queryseqid')['queryseqid', 'subjectseqid', 'taxname'].head(11)\n",
    "#table5_df.drop_duplicates(subset=['taxname'], inplace=True)\n",
    "#table5_df['taxid'] = table5_df['taxid'].astype(int)\n",
    "table5_df.to_csv(r'table5_df', sep ='\\t', index = True)\n",
    "table5_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>queryseqid</th>\n",
       "      <th>subjectseqid</th>\n",
       "      <th>taxname</th>\n",
       "      <th>#taxid</th>\n",
       "      <th>phylum</th>\n",
       "      <th>class</th>\n",
       "      <th>order</th>\n",
       "      <th>family</th>\n",
       "      <th>genus</th>\n",
       "      <th>species</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>Triatoma dimidiata</td>\n",
       "      <td>72491</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hemiptera</td>\n",
       "      <td>Reduviidae</td>\n",
       "      <td>Triatoma</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919166.1</td>\n",
       "      <td>Triatoma mazzottii</td>\n",
       "      <td>98665</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hemiptera</td>\n",
       "      <td>Reduviidae</td>\n",
       "      <td>Triatoma</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919148.1</td>\n",
       "      <td>Triatoma huehuetenanguensis</td>\n",
       "      <td>2086892</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hemiptera</td>\n",
       "      <td>Reduviidae</td>\n",
       "      <td>Triatoma</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919200.1</td>\n",
       "      <td>Triatoma sanguisuga</td>\n",
       "      <td>72494</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hemiptera</td>\n",
       "      <td>Reduviidae</td>\n",
       "      <td>Triatoma</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>YP_009919135.1</td>\n",
       "      <td>Triatoma mexicana</td>\n",
       "      <td>340914</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Hemiptera</td>\n",
       "      <td>Reduviidae</td>\n",
       "      <td>Triatoma</td>\n",
       "      <td>NaN</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31774</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009573032.1</td>\n",
       "      <td>Podagricomela nigricollis</td>\n",
       "      <td>2528270</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Chrysomelidae</td>\n",
       "      <td>Podagricomela</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31775</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009417320.1</td>\n",
       "      <td>Acanthoscelides obtectus</td>\n",
       "      <td>200917</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Chrysomelidae</td>\n",
       "      <td>Acanthoscelides</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31776</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009139865.1</td>\n",
       "      <td>Galeruca daurica</td>\n",
       "      <td>1651263</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Chrysomelidae</td>\n",
       "      <td>Galeruca</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31777</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009528989.1</td>\n",
       "      <td>Monolepta quadriguttata</td>\n",
       "      <td>1254971</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Chrysomelidae</td>\n",
       "      <td>Monolepta</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31778</th>\n",
       "      <td>YP_009995947.1</td>\n",
       "      <td>YP_009441836.1</td>\n",
       "      <td>Xylosandrus germanus</td>\n",
       "      <td>429336</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Insecta</td>\n",
       "      <td>Coleoptera</td>\n",
       "      <td>Curculionidae</td>\n",
       "      <td>Xylosandrus</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>31779 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           queryseqid    subjectseqid                      taxname   #taxid  \\\n",
       "0         NP_068653.1     NP_068653.1           Triatoma dimidiata    72491   \n",
       "1         NP_068653.1  YP_009919166.1           Triatoma mazzottii    98665   \n",
       "2         NP_068653.1  YP_009919148.1  Triatoma huehuetenanguensis  2086892   \n",
       "3         NP_068653.1  YP_009919200.1          Triatoma sanguisuga    72494   \n",
       "4         NP_068653.1  YP_009919135.1            Triatoma mexicana   340914   \n",
       "...               ...             ...                          ...      ...   \n",
       "31774  YP_009995947.1  YP_009573032.1    Podagricomela nigricollis  2528270   \n",
       "31775  YP_009995947.1  YP_009417320.1     Acanthoscelides obtectus   200917   \n",
       "31776  YP_009995947.1  YP_009139865.1             Galeruca daurica  1651263   \n",
       "31777  YP_009995947.1  YP_009528989.1      Monolepta quadriguttata  1254971   \n",
       "31778  YP_009995947.1  YP_009441836.1         Xylosandrus germanus   429336   \n",
       "\n",
       "           phylum    class       order         family            genus species  \n",
       "0      Arthropoda  Insecta   Hemiptera     Reduviidae         Triatoma     NaN  \n",
       "1      Arthropoda  Insecta   Hemiptera     Reduviidae         Triatoma     NaN  \n",
       "2      Arthropoda  Insecta   Hemiptera     Reduviidae         Triatoma     NaN  \n",
       "3      Arthropoda  Insecta   Hemiptera     Reduviidae         Triatoma     NaN  \n",
       "4      Arthropoda  Insecta   Hemiptera     Reduviidae         Triatoma     NaN  \n",
       "...           ...      ...         ...            ...              ...     ...  \n",
       "31774  Arthropoda  Insecta  Coleoptera  Chrysomelidae    Podagricomela     NaN  \n",
       "31775  Arthropoda  Insecta  Coleoptera  Chrysomelidae  Acanthoscelides     NaN  \n",
       "31776  Arthropoda  Insecta  Coleoptera  Chrysomelidae         Galeruca     NaN  \n",
       "31777  Arthropoda  Insecta  Coleoptera  Chrysomelidae        Monolepta     NaN  \n",
       "31778  Arthropoda  Insecta  Coleoptera  Curculionidae      Xylosandrus     NaN  \n",
       "\n",
       "[31779 rows x 10 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table8_df = pd.merge(left=table5_df, right=lineage_df, left_on='taxname', right_on='taxname', how='left')\n",
    "table8_df.to_csv(r'table8_df', sep ='\\t', index = True)\n",
    "table8_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "group_lineage = table8_df.groupby('queryseqid')\n",
    "common_rank = []\n",
    "for name, group in group_lineage:  \n",
    "    uniques = []\n",
    "    taxvalue = []\n",
    "    uniques = group['genus'].nunique(dropna=True)\n",
    "    if uniques == 1:\n",
    "        #print(name, group['genus'])\n",
    "        taxvalue = name, group['genus']\n",
    "        #print(taxvalue)\n",
    "        common_rank.append(taxvalue)\n",
    "    elif uniques > 1:\n",
    "        uniques = group['family'].nunique(dropna=True)\n",
    "        if uniques == 1:\n",
    "            taxvalue = name, group['family']\n",
    "            #print(taxvalue)\n",
    "            common_rank.append(taxvalue)\n",
    "        elif uniques > 1:\n",
    "            uniques = group['order'].nunique(dropna=True)\n",
    "            if uniques == 1:\n",
    "                taxvalue = name, group['order']\n",
    "                #print(taxvalue)\n",
    "                common_rank.append(taxvalue)\n",
    "            elif uniques > 1:\n",
    "                uniques = group['class'].nunique(dropna=True) \n",
    "                if uniques == 1:\n",
    "                    taxvalue = name, group['class']\n",
    "                    #print(taxvalue)\n",
    "                    common_rank.append(taxvalue)\n",
    "                elif uniques > 1:\n",
    "                    uniques = group['phylum'].nunique(dropna=True) \n",
    "                    if uniques == 1:\n",
    "                        taxvalue = name, group['phylum']\n",
    "                        #print(taxvalue)\n",
    "                        common_rank.append(taxvalue)\n",
    "#print(common_rank) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "f = open('commonranks', 'w')\n",
    "for t in common_rank:\n",
    "    line = ' '.join(str(x) for x in t)\n",
    "    f.write(line + '\\n')\n",
    "f.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "metadata": {},
   "outputs": [],
   "source": [
    "#align_percent['taxa'] = align_percent['taxa'].str.strip()\n",
    "#align_percent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "description    object\n",
       "value          object\n",
       "taxa           object\n",
       "dtype: object"
      ]
     },
     "execution_count": 175,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#align_data = pd.read_csv(\"align_percent_summary\", sep='\\t', index_col=None)\n",
    "#align_data.drop(columns=['Unnamed: 0'], inplace=True)\n",
    "\n",
    "#align_data.dtypes\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "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>queryseqid</th>\n",
       "      <th>taxa</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NP_006913.1</td>\n",
       "      <td>Diptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NP_007119.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NP_007301.1</td>\n",
       "      <td>Acrididae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>NP_008080.1</td>\n",
       "      <td>Anopheles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>NP_008093.1</td>\n",
       "      <td>Apidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>NP_008508.1</td>\n",
       "      <td>Ixodidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>NP_008522.1</td>\n",
       "      <td>Ixodidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>NP_008632.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>NP_008658.1</td>\n",
       "      <td>Tephritidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>NP_008697.1</td>\n",
       "      <td>Anopheles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>NP_038299.1</td>\n",
       "      <td>Decapoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>NP_059473.1</td>\n",
       "      <td>Lepidoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>NP_068653.1</td>\n",
       "      <td>Reduviidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>NP_071849.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>NP_073761.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>NP_075459.1</td>\n",
       "      <td>Calliphoridae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>NP_085093.1</td>\n",
       "      <td>Calliphoridae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>NP_112432.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>NP_150612.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>NP_150627.1</td>\n",
       "      <td>Decapoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>NP_203166.1</td>\n",
       "      <td>Coleoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>NP_542476.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>NP_542489.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>NP_569071.1</td>\n",
       "      <td>Coleoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>NP_570622.1</td>\n",
       "      <td>Lepidoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>NP_647573.1</td>\n",
       "      <td>Coleoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>NP_652750.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>NP_694530.1</td>\n",
       "      <td>Decapoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>NP_722573.1</td>\n",
       "      <td>Argasidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>NP_739605.1</td>\n",
       "      <td>Ixodidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>NP_739615.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>NP_758884.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>NP_775076.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>NP_803448.1</td>\n",
       "      <td>Lepidoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>NP_852174.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>NP_872452.1</td>\n",
       "      <td>Portunidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>NP_945212.1</td>\n",
       "      <td>Argasidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>NP_945226.1</td>\n",
       "      <td>Ixodidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>NP_945238.1</td>\n",
       "      <td>Ixodidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>NP_954736.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>NP_957753.1</td>\n",
       "      <td>Tephritidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>NP_976150.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>NP_976163.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>NP_982320.1</td>\n",
       "      <td>Diptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>NP_982333.1</td>\n",
       "      <td>Diptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>NP_987118.1</td>\n",
       "      <td>Diptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>NP_996550.1</td>\n",
       "      <td>Argasidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>YP_001023780.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>YP_001095994.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>YP_001096005.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>YP_001218728.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>YP_001256898.1</td>\n",
       "      <td>Reticulitermes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>YP_001256911.1</td>\n",
       "      <td>Reticulitermes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>YP_001256924.1</td>\n",
       "      <td>Reticulitermes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>YP_001256937.1</td>\n",
       "      <td>Reticulitermes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>YP_001315043.1</td>\n",
       "      <td>Decapoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>YP_001382118.1</td>\n",
       "      <td>Decapoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>YP_001425550.1</td>\n",
       "      <td>Calliphoridae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>YP_001427353.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>YP_001434551.1</td>\n",
       "      <td>Tephritidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>YP_001468385.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>YP_001491569.1</td>\n",
       "      <td>Tettigoniidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>YP_001542589.1</td>\n",
       "      <td>Coleoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>YP_001542727.1</td>\n",
       "      <td>Tettigoniidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>YP_001552109.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>YP_001552163.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>YP_001552176.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>YP_001648711.1</td>\n",
       "      <td>Acrididae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>YP_001648734.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>YP_001650760.1</td>\n",
       "      <td>Lepidoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>YP_001789013.1</td>\n",
       "      <td>Lepidoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>YP_001795379.1</td>\n",
       "      <td>Tetranychidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>YP_001798465.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>YP_001798478.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>YP_001798491.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>YP_001798504.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>YP_001798517.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>YP_001816823.1</td>\n",
       "      <td>Pieridae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>YP_001837107.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>YP_001853761.1</td>\n",
       "      <td>Lepidoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>YP_001936222.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>YP_001936235.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>YP_001936591.1</td>\n",
       "      <td>Araneae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>YP_001936617.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>YP_001936656.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>YP_001974577.1</td>\n",
       "      <td>Coleoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>YP_001974616.1</td>\n",
       "      <td>Apidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>YP_001974642.1</td>\n",
       "      <td>Coleoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>YP_002003298.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>YP_002117521.1</td>\n",
       "      <td>Acrididae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>YP_002117904.1</td>\n",
       "      <td>Acrididae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>YP_002117917.1</td>\n",
       "      <td>Acrididae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>YP_002117969.1</td>\n",
       "      <td>Acrididae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>YP_002122323.1</td>\n",
       "      <td>Lepidoptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>YP_002213623.1</td>\n",
       "      <td>Arthropoda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>YP_002213649.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>YP_002213688.1</td>\n",
       "      <td>Tettigoniidae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>YP_002229137.1</td>\n",
       "      <td>Insecta</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>YP_002229150.1</td>\n",
       "      <td>Neuroptera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>YP_002229163.1</td>\n",
       "      <td>Neuroptera</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        queryseqid            taxa\n",
       "0      NP_006913.1         Diptera\n",
       "1      NP_007119.1      Arthropoda\n",
       "2      NP_007301.1       Acrididae\n",
       "3      NP_008080.1       Anopheles\n",
       "4      NP_008093.1          Apidae\n",
       "5      NP_008508.1        Ixodidae\n",
       "6      NP_008522.1        Ixodidae\n",
       "7      NP_008632.1      Arthropoda\n",
       "8      NP_008658.1     Tephritidae\n",
       "9      NP_008697.1       Anopheles\n",
       "10     NP_038299.1        Decapoda\n",
       "11     NP_059473.1     Lepidoptera\n",
       "12     NP_068653.1      Reduviidae\n",
       "13     NP_071849.1      Arthropoda\n",
       "14     NP_073761.1         Insecta\n",
       "15     NP_075459.1   Calliphoridae\n",
       "16     NP_085093.1   Calliphoridae\n",
       "17     NP_112432.1      Arthropoda\n",
       "18     NP_150612.1      Arthropoda\n",
       "19     NP_150627.1        Decapoda\n",
       "20     NP_203166.1      Coleoptera\n",
       "21     NP_542476.1      Arthropoda\n",
       "22     NP_542489.1      Arthropoda\n",
       "23     NP_569071.1      Coleoptera\n",
       "24     NP_570622.1     Lepidoptera\n",
       "25     NP_647573.1      Coleoptera\n",
       "26     NP_652750.1      Arthropoda\n",
       "27     NP_694530.1        Decapoda\n",
       "28     NP_722573.1       Argasidae\n",
       "29     NP_739605.1        Ixodidae\n",
       "30     NP_739615.1         Insecta\n",
       "31     NP_758884.1      Arthropoda\n",
       "32     NP_775076.1      Arthropoda\n",
       "33     NP_803448.1     Lepidoptera\n",
       "34     NP_852174.1         Insecta\n",
       "35     NP_872452.1      Portunidae\n",
       "36     NP_945212.1       Argasidae\n",
       "37     NP_945226.1        Ixodidae\n",
       "38     NP_945238.1        Ixodidae\n",
       "39     NP_954736.1      Arthropoda\n",
       "40     NP_957753.1     Tephritidae\n",
       "41     NP_976150.1         Insecta\n",
       "42     NP_976163.1      Arthropoda\n",
       "43     NP_982320.1         Diptera\n",
       "44     NP_982333.1         Diptera\n",
       "45     NP_987118.1         Diptera\n",
       "46     NP_996550.1       Argasidae\n",
       "47  YP_001023780.1      Arthropoda\n",
       "48  YP_001095994.1      Arthropoda\n",
       "49  YP_001096005.1      Arthropoda\n",
       "50  YP_001218728.1      Arthropoda\n",
       "51  YP_001256898.1  Reticulitermes\n",
       "52  YP_001256911.1  Reticulitermes\n",
       "53  YP_001256924.1  Reticulitermes\n",
       "54  YP_001256937.1  Reticulitermes\n",
       "55  YP_001315043.1        Decapoda\n",
       "56  YP_001382118.1        Decapoda\n",
       "57  YP_001425550.1   Calliphoridae\n",
       "58  YP_001427353.1      Arthropoda\n",
       "59  YP_001434551.1     Tephritidae\n",
       "60  YP_001468385.1         Insecta\n",
       "61  YP_001491569.1   Tettigoniidae\n",
       "62  YP_001542589.1      Coleoptera\n",
       "63  YP_001542727.1   Tettigoniidae\n",
       "64  YP_001552109.1         Insecta\n",
       "65  YP_001552163.1      Arthropoda\n",
       "66  YP_001552176.1      Arthropoda\n",
       "67  YP_001648711.1       Acrididae\n",
       "68  YP_001648734.1      Arthropoda\n",
       "69  YP_001650760.1     Lepidoptera\n",
       "70  YP_001789013.1     Lepidoptera\n",
       "71  YP_001795379.1   Tetranychidae\n",
       "72  YP_001798465.1         Insecta\n",
       "73  YP_001798478.1      Arthropoda\n",
       "74  YP_001798491.1      Arthropoda\n",
       "75  YP_001798504.1      Arthropoda\n",
       "76  YP_001798517.1      Arthropoda\n",
       "77  YP_001816823.1        Pieridae\n",
       "78  YP_001837107.1      Arthropoda\n",
       "79  YP_001853761.1     Lepidoptera\n",
       "80  YP_001936222.1      Arthropoda\n",
       "81  YP_001936235.1      Arthropoda\n",
       "82  YP_001936591.1         Araneae\n",
       "83  YP_001936617.1      Arthropoda\n",
       "84  YP_001936656.1      Arthropoda\n",
       "85  YP_001974577.1      Coleoptera\n",
       "86  YP_001974616.1          Apidae\n",
       "87  YP_001974642.1      Coleoptera\n",
       "88  YP_002003298.1      Arthropoda\n",
       "89  YP_002117521.1       Acrididae\n",
       "90  YP_002117904.1       Acrididae\n",
       "91  YP_002117917.1       Acrididae\n",
       "92  YP_002117969.1       Acrididae\n",
       "93  YP_002122323.1     Lepidoptera\n",
       "94  YP_002213623.1      Arthropoda\n",
       "95  YP_002213649.1         Insecta\n",
       "96  YP_002213688.1   Tettigoniidae\n",
       "97  YP_002229137.1         Insecta\n",
       "98  YP_002229150.1      Neuroptera\n",
       "99  YP_002229163.1      Neuroptera"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "commonrank = pd.DataFrame(common_rank, columns = ['queryseqid', 'taxa']) \n",
    "commonrank['taxa'] = commonrank['taxa'].astype(str)\n",
    "commonrank['taxa'] = commonrank['taxa'].str.replace('\\d+', '')\n",
    "commonrank['taxa'] = commonrank['taxa'].str.replace('\\n', ' ')\n",
    "commonrank['taxa'] = commonrank['taxa'].str.replace('NaN', '')\n",
    "commonrank['taxa'] = commonrank['taxa'].str.replace(r'\\b(\\w+)(\\s+\\1)+\\b', r'\\1')\n",
    "commonrank['taxa'] = commonrank['taxa'].str.split('Name').str[0]\n",
    "#commonrank['taxa'] = commonrank['taxa'].astype(object)\n",
    "commonrank['taxa'] = commonrank['taxa'].str.strip()\n",
    "commonrank.head(100)\n",
    "###CHECK HERE FOR NANs they may be missing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>queryseqid</th>\n",
       "      <th>taxa</th>\n",
       "      <th>description</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NP_006913.1</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NP_982320.1</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NP_982333.1</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>NP_987118.1</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>YP_003097124.1</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2882</th>\n",
       "      <td>YP_009995465.1</td>\n",
       "      <td>Ochthebius</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2883</th>\n",
       "      <td>YP_009995478.1</td>\n",
       "      <td>Ochthebius</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2884</th>\n",
       "      <td>YP_009995491.1</td>\n",
       "      <td>Ochthebius</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2885</th>\n",
       "      <td>YP_009995504.1</td>\n",
       "      <td>Ochthebius</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2886</th>\n",
       "      <td>YP_009995517.1</td>\n",
       "      <td>Ochthebius</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2887 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          queryseqid        taxa       description   value\n",
       "0        NP_006913.1     Diptera  Average identity      83\n",
       "1        NP_982320.1     Diptera  Average identity      83\n",
       "2        NP_982333.1     Diptera  Average identity      83\n",
       "3        NP_987118.1     Diptera  Average identity      83\n",
       "4     YP_003097124.1     Diptera  Average identity      83\n",
       "...              ...         ...               ...     ...\n",
       "2882  YP_009995465.1  Ochthebius  Average identity      88\n",
       "2883  YP_009995478.1  Ochthebius  Average identity      88\n",
       "2884  YP_009995491.1  Ochthebius  Average identity      88\n",
       "2885  YP_009995504.1  Ochthebius  Average identity      88\n",
       "2886  YP_009995517.1  Ochthebius  Average identity      88\n",
       "\n",
       "[2887 rows x 4 columns]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rankidentity = pd.merge(left=commonrank, right=align_percent, on='taxa')\n",
    "rankidentity.to_csv(r'rankidentity', sep ='\\t', index = True) \n",
    "rankidentity['value'] = rankidentity['value'].str.replace('%', '')\n",
    "rankidentity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "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>identity_median</th>\n",
       "      <th>identity_min</th>\n",
       "      <th>identity_max</th>\n",
       "      <th>length_median</th>\n",
       "      <th>length_min</th>\n",
       "      <th>length_max</th>\n",
       "      <th>qstart_median</th>\n",
       "      <th>qstart_min</th>\n",
       "      <th>qstart_max</th>\n",
       "      <th>qend_median</th>\n",
       "      <th>...</th>\n",
       "      <th>send_max</th>\n",
       "      <th>Evalue_median</th>\n",
       "      <th>Evalue_min</th>\n",
       "      <th>Evalue_max</th>\n",
       "      <th>qcoverage_median</th>\n",
       "      <th>qcoverage_min</th>\n",
       "      <th>qcoverage_max</th>\n",
       "      <th>taxa</th>\n",
       "      <th>description</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>queryseqid</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>NP_006913.1</th>\n",
       "      <td>96.4285</td>\n",
       "      <td>91.005</td>\n",
       "      <td>99.735</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_007119.1</th>\n",
       "      <td>77.2610</td>\n",
       "      <td>72.872</td>\n",
       "      <td>92.819</td>\n",
       "      <td>376.0</td>\n",
       "      <td>373.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>381.0</td>\n",
       "      <td>...</td>\n",
       "      <td>377.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>Arthropoda</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_007301.1</th>\n",
       "      <td>92.5930</td>\n",
       "      <td>91.293</td>\n",
       "      <td>99.208</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>379.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Acrididae</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_008080.1</th>\n",
       "      <td>99.4710</td>\n",
       "      <td>98.677</td>\n",
       "      <td>100.000</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Anopheles</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NP_008093.1</th>\n",
       "      <td>91.3155</td>\n",
       "      <td>69.737</td>\n",
       "      <td>99.217</td>\n",
       "      <td>380.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>383.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>...</td>\n",
       "      <td>383.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Apidae</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>78</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>YP_961309.1</th>\n",
       "      <td>90.2370</td>\n",
       "      <td>89.182</td>\n",
       "      <td>92.084</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>...</td>\n",
       "      <td>379.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Hexanauplia</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_961393.1</th>\n",
       "      <td>99.6030</td>\n",
       "      <td>98.148</td>\n",
       "      <td>100.000</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Tephritidae</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973126.1</th>\n",
       "      <td>91.2695</td>\n",
       "      <td>90.476</td>\n",
       "      <td>98.677</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Syrphidae</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973139.1</th>\n",
       "      <td>87.5660</td>\n",
       "      <td>87.037</td>\n",
       "      <td>88.095</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YP_973152.1</th>\n",
       "      <td>89.1530</td>\n",
       "      <td>88.889</td>\n",
       "      <td>96.032</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>...</td>\n",
       "      <td>378.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Diptera</td>\n",
       "      <td>Average identity</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2887 rows × 27 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             identity_median  identity_min  identity_max  length_median  \\\n",
       "queryseqid                                                                \n",
       "NP_006913.1          96.4285        91.005        99.735          378.0   \n",
       "NP_007119.1          77.2610        72.872        92.819          376.0   \n",
       "NP_007301.1          92.5930        91.293        99.208          378.0   \n",
       "NP_008080.1          99.4710        98.677       100.000          378.0   \n",
       "NP_008093.1          91.3155        69.737        99.217          380.0   \n",
       "...                      ...           ...           ...            ...   \n",
       "YP_961309.1          90.2370        89.182        92.084          379.0   \n",
       "YP_961393.1          99.6030        98.148       100.000          378.0   \n",
       "YP_973126.1          91.2695        90.476        98.677          378.0   \n",
       "YP_973139.1          87.5660        87.037        88.095          378.0   \n",
       "YP_973152.1          89.1530        88.889        96.032          378.0   \n",
       "\n",
       "             length_min  length_max  qstart_median  qstart_min  qstart_max  \\\n",
       "queryseqid                                                                   \n",
       "NP_006913.1       378.0       378.0            1.0         1.0         1.0   \n",
       "NP_007119.1       373.0       376.0            6.0         6.0         9.0   \n",
       "NP_007301.1       378.0       379.0            1.0         1.0         1.0   \n",
       "NP_008080.1       378.0       378.0            1.0         1.0         1.0   \n",
       "NP_008093.1       379.0       383.0            1.0         1.0         1.0   \n",
       "...                 ...         ...            ...         ...         ...   \n",
       "YP_961309.1       379.0       379.0            1.0         1.0         1.0   \n",
       "YP_961393.1       378.0       378.0            1.0         1.0         1.0   \n",
       "YP_973126.1       378.0       378.0            1.0         1.0         1.0   \n",
       "YP_973139.1       378.0       378.0            1.0         1.0         1.0   \n",
       "YP_973152.1       378.0       378.0            1.0         1.0         1.0   \n",
       "\n",
       "             qend_median  ...  send_max  Evalue_median  Evalue_min  \\\n",
       "queryseqid                ...                                        \n",
       "NP_006913.1        378.0  ...     378.0            0.0         0.0   \n",
       "NP_007119.1        381.0  ...     377.0            0.0         0.0   \n",
       "NP_007301.1        378.0  ...     379.0            0.0         0.0   \n",
       "NP_008080.1        378.0  ...     378.0            0.0         0.0   \n",
       "NP_008093.1        380.0  ...     383.0            0.0         0.0   \n",
       "...                  ...  ...       ...            ...         ...   \n",
       "YP_961309.1        379.0  ...     379.0            0.0         0.0   \n",
       "YP_961393.1        378.0  ...     378.0            0.0         0.0   \n",
       "YP_973126.1        378.0  ...     378.0            0.0         0.0   \n",
       "YP_973139.1        378.0  ...     378.0            0.0         0.0   \n",
       "YP_973152.1        378.0  ...     378.0            0.0         0.0   \n",
       "\n",
       "             Evalue_max  qcoverage_median  qcoverage_min  qcoverage_max  \\\n",
       "queryseqid                                                                \n",
       "NP_006913.1         0.0             100.0          100.0          100.0   \n",
       "NP_007119.1         0.0              99.0           98.0           99.0   \n",
       "NP_007301.1         0.0              99.0           99.0          100.0   \n",
       "NP_008080.1         0.0             100.0          100.0          100.0   \n",
       "NP_008093.1         0.0              99.0           99.0          100.0   \n",
       "...                 ...               ...            ...            ...   \n",
       "YP_961309.1         0.0             100.0          100.0          100.0   \n",
       "YP_961393.1         0.0             100.0          100.0          100.0   \n",
       "YP_973126.1         0.0             100.0          100.0          100.0   \n",
       "YP_973139.1         0.0             100.0          100.0          100.0   \n",
       "YP_973152.1         0.0             100.0          100.0          100.0   \n",
       "\n",
       "                    taxa       description  value  \n",
       "queryseqid                                         \n",
       "NP_006913.1      Diptera  Average identity     83  \n",
       "NP_007119.1   Arthropoda  Average identity     67  \n",
       "NP_007301.1    Acrididae  Average identity     89  \n",
       "NP_008080.1    Anopheles  Average identity     98  \n",
       "NP_008093.1       Apidae  Average identity     78  \n",
       "...                  ...               ...    ...  \n",
       "YP_961309.1  Hexanauplia  Average identity     74  \n",
       "YP_961393.1  Tephritidae  Average identity     95  \n",
       "YP_973126.1    Syrphidae  Average identity     93  \n",
       "YP_973139.1      Diptera  Average identity     83  \n",
       "YP_973152.1      Diptera  Average identity     83  \n",
       "\n",
       "[2887 rows x 27 columns]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "masterident = pd.merge(left=ident_group, right=rankidentity, left_on='queryseqid', right_on='queryseqid', how='left')\n",
    "masterident.to_csv(r'masterident', sep ='\\t', index = True) \n",
    "masterident['identity_median'] = pd.to_numeric(masterident['identity_median'])\n",
    "#masterident['value'] = pd.to_numeric(masterident['value'])\n",
    "masterident['value'] = masterident['value'].astype(int)\n",
    "masterident.set_index(['queryseqid'], inplace = True)\n",
    "masterident"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Lookup the expected %identity of the specific tax group for each query and use this to populate identity_max number for the pass/fail selection"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['NP_073761.1',\n",
       " 'NP_075459.1',\n",
       " 'NP_758884.1',\n",
       " 'YP_001552109.1',\n",
       " 'YP_001837107.1',\n",
       " 'YP_001936591.1',\n",
       " 'YP_002242164.1',\n",
       " 'YP_002317256.1',\n",
       " 'YP_002317282.1',\n",
       " 'YP_002735002.1',\n",
       " 'YP_002889407.1',\n",
       " 'YP_002907411.1',\n",
       " 'YP_003097124.1',\n",
       " 'YP_003204693.1',\n",
       " 'YP_003734739.1',\n",
       " 'YP_003735167.1',\n",
       " 'YP_003848771.1',\n",
       " 'YP_003875575.1',\n",
       " 'YP_004841759.1',\n",
       " 'YP_004842321.1',\n",
       " 'YP_004857899.1',\n",
       " 'YP_004934971.1',\n",
       " 'YP_005087986.1',\n",
       " 'YP_005353019.1',\n",
       " 'YP_006234167.1',\n",
       " 'YP_006234429.1',\n",
       " 'YP_006503894.1',\n",
       " 'YP_006503907.1',\n",
       " 'YP_006503920.1',\n",
       " 'YP_006665907.1',\n",
       " 'YP_006665933.1',\n",
       " 'YP_006883042.1',\n",
       " 'YP_007474879.1',\n",
       " 'YP_007517107.1',\n",
       " 'YP_008963766.1',\n",
       " 'YP_008993153.1',\n",
       " 'YP_009020947.1',\n",
       " 'YP_009050360.1',\n",
       " 'YP_009054394.1',\n",
       " 'YP_009073498.1',\n",
       " 'YP_009092379.1',\n",
       " 'YP_009104522.1',\n",
       " 'YP_009114522.1',\n",
       " 'YP_009121683.1',\n",
       " 'YP_009126970.1',\n",
       " 'YP_009127082.1',\n",
       " 'YP_009130787.1',\n",
       " 'YP_009131558.1',\n",
       " 'YP_009142440.1',\n",
       " 'YP_009157863.1',\n",
       " 'YP_009172215.1',\n",
       " 'YP_009172228.1',\n",
       " 'YP_009172241.1',\n",
       " 'YP_009175536.1',\n",
       " 'YP_009176648.1',\n",
       " 'YP_009316857.1',\n",
       " 'YP_009327752.1',\n",
       " 'YP_009332316.1',\n",
       " 'YP_009333099.1',\n",
       " 'YP_009346092.1',\n",
       " 'YP_009349959.1',\n",
       " 'YP_009351376.1',\n",
       " 'YP_009364253.1',\n",
       " 'YP_009369716.1',\n",
       " 'YP_009379197.1',\n",
       " 'YP_009389832.1',\n",
       " 'YP_009407003.1',\n",
       " 'YP_009454517.1',\n",
       " 'YP_009466101.1',\n",
       " 'YP_009468696.1',\n",
       " 'YP_009469768.1',\n",
       " 'YP_009487743.1',\n",
       " 'YP_009487847.1',\n",
       " 'YP_009488029.1',\n",
       " 'YP_009512897.1',\n",
       " 'YP_009519717.1',\n",
       " 'YP_009519719.1',\n",
       " 'YP_009526498.1',\n",
       " 'YP_009526513.1',\n",
       " 'YP_009540822.1',\n",
       " 'YP_009544446.1',\n",
       " 'YP_009544458.1',\n",
       " 'YP_009560258.1',\n",
       " 'YP_009643543.1',\n",
       " 'YP_009652512.1',\n",
       " 'YP_009660726.1',\n",
       " 'YP_009681754.1',\n",
       " 'YP_009689576.1',\n",
       " 'YP_009689615.1',\n",
       " 'YP_009689641.1',\n",
       " 'YP_009692007.1',\n",
       " 'YP_009694060.1',\n",
       " 'YP_009695346.1',\n",
       " 'YP_009699970.1',\n",
       " 'YP_009710888.1',\n",
       " 'YP_009726139.1',\n",
       " 'YP_009726970.1',\n",
       " 'YP_009728670.1',\n",
       " 'YP_009731525.1',\n",
       " 'YP_009731666.1',\n",
       " 'YP_009740522.1',\n",
       " 'YP_009741802.1',\n",
       " 'YP_009742417.1',\n",
       " 'YP_009745943.1',\n",
       " 'YP_009750093.1',\n",
       " 'YP_009756883.1',\n",
       " 'YP_009775683.1',\n",
       " 'YP_009776982.1',\n",
       " 'YP_009827238.1',\n",
       " 'YP_009890102.1',\n",
       " 'YP_009918998.1',\n",
       " 'YP_009919050.1',\n",
       " 'YP_009937357.1',\n",
       " 'YP_009943622.1',\n",
       " 'YP_009945146.1',\n",
       " 'YP_009945224.1',\n",
       " 'YP_009945362.1',\n",
       " 'YP_009946932.1',\n",
       " 'YP_009968801.1',\n",
       " 'YP_009995244.1',\n",
       " 'YP_009995270.1',\n",
       " 'YP_009995296.1',\n",
       " 'YP_009995309.1',\n",
       " 'YP_009995530.1',\n",
       " 'YP_025747.1',\n",
       " 'YP_026051.1',\n",
       " 'YP_026063.1',\n",
       " 'YP_073318.1',\n",
       " 'YP_086825.1',\n",
       " 'YP_740081.1',\n",
       " 'YP_863647.1']"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "identity_low = masterident.loc[(masterident['identity_max'] < masterident['value'])].index.tolist()\n",
    "#len(identity_low)\n",
    "identity_low"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['YP_001218728.1',\n",
       " 'YP_002836178.1',\n",
       " 'YP_007025136.1',\n",
       " 'YP_009306447.1',\n",
       " 'YP_009945379.1',\n",
       " 'YP_271856.1']"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "qcov_low = ident_group[ident_group['qcoverage_min'] < 90].index.tolist()\n",
    "qcov_low "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sort fasta file creating two files [1] seqs that pass [2] seqs that fail"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fails seq identity test NP_073761.1\n",
      "fails seq identity test NP_075459.1\n",
      "fails seq identity test NP_758884.1\n",
      "fails seq identity test YP_025747.1\n",
      "fails seq identity test YP_026063.1\n",
      "fails seq identity test YP_026051.1\n",
      "fails seq identity test YP_073318.1\n",
      "fails seq identity test YP_086825.1\n",
      "fails qcov test YP_271856.1\n",
      "fails seq identity test YP_740081.1\n",
      "fails seq identity test YP_863647.1\n",
      "fails qcov test YP_001218728.1\n",
      "fails seq identity test YP_001552109.1\n",
      "fails seq identity test YP_001837107.1\n",
      "fails seq identity test YP_001936591.1\n",
      "fails seq identity test YP_002242164.1\n",
      "fails seq identity test YP_002317282.1\n",
      "fails seq identity test YP_002317256.1\n",
      "fails seq identity test YP_002735002.1\n",
      "fails qcov test YP_002836178.1\n",
      "fails seq identity test YP_002889407.1\n",
      "fails seq identity test YP_002907411.1\n",
      "fails seq identity test YP_003097124.1\n",
      "fails seq identity test YP_003204693.1\n",
      "fails seq identity test YP_003734739.1\n",
      "fails seq identity test YP_003735167.1\n",
      "fails seq identity test YP_003848771.1\n",
      "fails seq identity test YP_003875575.1\n",
      "fails seq identity test YP_004841759.1\n",
      "fails seq identity test YP_004842321.1\n",
      "fails seq identity test YP_004857899.1\n",
      "fails seq identity test YP_004934971.1\n",
      "fails seq identity test YP_005087986.1\n",
      "fails seq identity test YP_005353019.1\n",
      "fails seq identity test YP_006234167.1\n",
      "fails seq identity test YP_006234429.1\n",
      "fails seq identity test YP_006503894.1\n",
      "fails seq identity test YP_006503907.1\n",
      "fails seq identity test YP_006503920.1\n",
      "fails seq identity test YP_006665907.1\n",
      "fails seq identity test YP_006665933.1\n",
      "fails seq identity test YP_006883042.1\n",
      "fails qcov test YP_007025136.1\n",
      "fails seq identity test YP_007474879.1\n",
      "fails seq identity test YP_007517107.1\n",
      "fails seq identity test YP_008963766.1\n",
      "fails seq identity test YP_008993153.1\n",
      "fails seq identity test YP_009020947.1\n",
      "fails seq identity test YP_009050360.1\n",
      "fails seq identity test YP_009054394.1\n",
      "fails seq identity test YP_009073498.1\n",
      "fails seq identity test YP_009092379.1\n",
      "fails seq identity test YP_009104522.1\n",
      "fails seq identity test YP_009114522.1\n",
      "fails seq identity test YP_009121683.1\n",
      "fails seq identity test YP_009127082.1\n",
      "fails seq identity test YP_009126970.1\n",
      "fails seq identity test YP_009130787.1\n",
      "fails seq identity test YP_009131558.1\n",
      "fails seq identity test YP_009142440.1\n",
      "fails seq identity test YP_009157863.1\n",
      "fails seq identity test YP_009172215.1\n",
      "fails seq identity test YP_009172228.1\n",
      "fails seq identity test YP_009172241.1\n",
      "fails seq identity test YP_009175536.1\n",
      "fails seq identity test YP_009176648.1\n",
      "fails qcov test YP_009306447.1\n",
      "fails seq identity test YP_009316857.1\n",
      "fails seq identity test YP_009327752.1\n",
      "fails seq identity test YP_009332316.1\n",
      "fails seq identity test YP_009333099.1\n",
      "fails seq identity test YP_009346092.1\n",
      "fails seq identity test YP_009349959.1\n",
      "fails seq identity test YP_009351376.1\n",
      "fails seq identity test YP_009364253.1\n",
      "fails seq identity test YP_009369716.1\n",
      "fails seq identity test YP_009379197.1\n",
      "fails seq identity test YP_009389832.1\n",
      "fails seq identity test YP_009407003.1\n",
      "fails seq identity test YP_009454517.1\n",
      "fails seq identity test YP_009466101.1\n",
      "fails seq identity test YP_009468696.1\n",
      "fails seq identity test YP_009469768.1\n",
      "fails seq identity test YP_009487743.1\n",
      "fails seq identity test YP_009487847.1\n",
      "fails seq identity test YP_009488029.1\n",
      "fails seq identity test YP_009512897.1\n",
      "fails seq identity test YP_009519717.1\n",
      "fails seq identity test YP_009519719.1\n",
      "fails seq identity test YP_009526498.1\n",
      "fails seq identity test YP_009526513.1\n",
      "fails seq identity test YP_009540822.1\n",
      "fails seq identity test YP_009544458.1\n",
      "fails seq identity test YP_009544446.1\n",
      "fails seq identity test YP_009560258.1\n",
      "fails seq identity test YP_009652512.1\n",
      "fails seq identity test YP_009660726.1\n",
      "fails seq identity test YP_009681754.1\n",
      "fails seq identity test YP_009643543.1\n",
      "fails seq identity test YP_009689576.1\n",
      "fails seq identity test YP_009689615.1\n",
      "fails seq identity test YP_009689641.1\n",
      "fails seq identity test YP_009692007.1\n",
      "fails seq identity test YP_009694060.1\n",
      "fails seq identity test YP_009695346.1\n",
      "fails seq identity test YP_009699970.1\n",
      "fails seq identity test YP_009710888.1\n",
      "fails seq identity test YP_009728670.1\n",
      "fails seq identity test YP_009726139.1\n",
      "fails seq identity test YP_009726970.1\n",
      "fails seq identity test YP_009731525.1\n",
      "fails seq identity test YP_009731666.1\n",
      "fails seq identity test YP_009741802.1\n",
      "fails seq identity test YP_009742417.1\n",
      "fails seq identity test YP_009740522.1\n",
      "fails seq identity test YP_009750093.1\n",
      "fails seq identity test YP_009745943.1\n",
      "fails seq identity test YP_009775683.1\n",
      "fails seq identity test YP_009756883.1\n",
      "fails seq identity test YP_009776982.1\n",
      "fails seq identity test YP_009827238.1\n",
      "fails seq identity test YP_009890102.1\n",
      "fails seq identity test YP_009918998.1\n",
      "fails seq identity test YP_009919050.1\n",
      "fails seq identity test YP_009937357.1\n",
      "fails seq identity test YP_009943622.1\n",
      "fails seq identity test YP_009945146.1\n",
      "fails seq identity test YP_009945224.1\n",
      "fails seq identity test YP_009945362.1\n",
      "fails qcov test YP_009945379.1\n",
      "fails seq identity test YP_009946932.1\n",
      "fails seq identity test YP_009968801.1\n",
      "fails seq identity test YP_009995244.1\n",
      "fails seq identity test YP_009995270.1\n",
      "fails seq identity test YP_009995296.1\n",
      "fails seq identity test YP_009995309.1\n",
      "fails seq identity test YP_009995530.1\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "2750"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from Bio import SeqIO\n",
    "sequences = [] \n",
    "fail_sequence = []\n",
    "for seq_record in SeqIO.parse(\"stripped.fsa\", \"fasta\"):\n",
    "    s = seq_record\n",
    "    if seq_record.id in identity_low:\n",
    "        print(\"fails seq identity test\", seq_record.id)\n",
    "        fail_sequence.append(s)\n",
    "    elif seq_record.id in qcov_low:\n",
    "        fail_sequence.append(s)\n",
    "        print(\"fails qcov test\",seq_record.id)\n",
    "    else:\n",
    "        sequences.append(s)\n",
    "        #print(seq_record.id)\n",
    "        \n",
    "SeqIO.write(sequences, \"outputfile\", \"fasta\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of sequences in the starting input file: 2891\n"
     ]
    }
   ],
   "source": [
    "sh = open(\"protein.faa\")\n",
    "num = 0\n",
    "for line in sh:\n",
    "    if line.startswith(\">\"):\n",
    "        num += 1\n",
    "sh.close()\n",
    "print(\"Number of sequences in the starting input file:\", num)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of sequences passing all validation tests and saved to outputfile: 2750\n"
     ]
    }
   ],
   "source": [
    "fh = open(\"outputfile\")\n",
    "n = 0\n",
    "for line in fh:\n",
    "    if line.startswith(\">\"):\n",
    "        n += 1\n",
    "fh.close()\n",
    "print(\"Number of sequences passing all validation tests and saved to outputfile:\", n)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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