WebScraping Project Expanse.ipynb

{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Webscraping Project -- The Expanse\n",
    "By Eli Taylor\n",
    "\n",
    "I will be using the Selenium package to web scrape data on character names from The Expanse book series from The Expanse Fandom Wiki. After cleaning the data, I'll be using the character names to create a character map for the series using natural language processing."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Import Packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from selenium import webdriver\n",
    "from selenium.webdriver.chrome.service import Service\n",
    "from selenium.webdriver.common.by import By\n",
    "from webdriver_manager.chrome import ChromeDriverManager\n",
    "import regex as re"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create Driver with Selenium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [],
   "source": [
    "driver = webdriver.Chrome(service=Service(ChromeDriverManager().install()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [],
   "source": [
    "page_url = 'https://expanse.fandom.com/wiki/Category:Characters_(Books)'\n",
    "driver.get(page_url)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Get Character Names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"bee24357-e4ef-4385-abbd-a20d212048a6\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"ad610a67-20e6-40a8-8246-fdcc80523d90\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"f4126e7d-8905-4eb2-a587-e21c477ce91e\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"ace6c3ff-bcfb-475c-b3cf-8c76d5fc705a\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"886c20f2-6564-48da-b3ab-99d32364fd6b\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"4461dae7-41d4-48b7-a7ad-125cb231e28c\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"c06a2481-c7da-4664-8407-6186abaeacb7\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"f59829f3-cdf9-46b1-91a1-68e198a64f56\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"1787a80b-ea9f-43a8-82b5-6e44ed400853\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"5fe73c9a-591d-493c-9ce6-372f01ea0422\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"14d9bec2-5838-43f6-aa14-f677c66c6dcc\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"f48e46e1-cf90-40f3-9b06-e4755c881f47\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"7d99c93d-68d5-41f3-8ad2-9cc47bbcf63c\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"77d147b5-a62c-4fae-b60f-cef27c29a427\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"382e917c-de28-4e7a-aa62-053d737a3fa6\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"aad40f3a-6806-416b-9c83-da99e465d9a5\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"d7aecca2-722a-4161-bb7b-69547ee76e45\")>]"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#this tells the driver where to look for the character names\n",
    "character_categories = driver.find_elements(By.CLASS_NAME, 'category-page__member-link')\n",
    "character_categories"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Aaman'"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "character_categories[1].text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'list'>\n"
     ]
    }
   ],
   "source": [
    "print(type(character_categories))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "#this tells the driver where to get the url for each character\n",
    "characters = []\n",
    "for character in character_categories:\n",
    "    character_url = character.get_attribute('href')\n",
    "    character_name = character.text\n",
    "    characters.append({'character_name': character_name, 'url': character_url})"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Getting names from page 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "page_2_url = 'https://expanse.fandom.com/wiki/Category:Characters_(Books)?from=Levy%2C+Ekko%0AEkko+Levy'\n",
    "driver.get(page_2_url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"0e9a509e-13e7-4a20-83b3-8cc64a2a052e\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"6675df16-6717-4a1b-9389-1f980beb4e69\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"097ed00a-348b-482e-b430-6054dec2a686\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"6b0a2e0f-9d7a-4a18-b1ed-7746f67c50f2\")>,\n",
       " <selenium.webdriver.remote.webelement.WebElement (session=\"22bbf140a1aa302b45d9cafc4d155396\", element=\"51590bab-ad12-4d01-aed2-962204049fe5\")>]"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#this tells the driver where to look for the character names\n",
    "character_categories_2 = driver.find_elements(By.CLASS_NAME, 'category-page__member-link')\n",
    "character_categories_2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "#this tells the driver where to get the url for each character\n",
    "for character in character_categories_2:\n",
    "    character_url = character.get_attribute('href')\n",
    "    character_name = character.text\n",
    "    characters.append({'character_name': character_name, 'url': character_url})"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create Pandas DataFrame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "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>character_name</th>\n",
       "      <th>url</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Characters renamed for TV</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Characters_ren...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Aaman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aaman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Aaron (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aaron_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Abril (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Abril_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ade Tukunbo (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ade_Tukunbo_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Adiki-Sandoval</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adiki-Sandoval</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Adiyah (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adiyah_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Admiral Milan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Admiral_Milan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Agnete</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Agnete</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Carl al-Dujaili (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carl_al-Dujail...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Al-Farmi (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Al-Farmi_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Evelyn Albert (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evelyn_Albert_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Alberto Correa (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alberto_Correa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Alexander Verbinski (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alexander_Verb...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Charles Jacob Allen (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charles_Jacob_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Lydia Allen (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lydia_Allen_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Althea Ecco (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Althea_Ecco_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Alyn (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alyn_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Ami Henders</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ami_Henders</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Amy (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Amy_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Kasim Andrada</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kasim_Andrada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Andrew (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Andrew_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Annamarie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Annamarie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Anton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Arbrecht (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arbrecht_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Arjun (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arjun_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Arnold Mfume</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arnold_Mfume</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Ashanti (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ashanti_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Asher Kamamatsu (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Asher_Kamamats...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Ashford (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ashford_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Augustin Balecheck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Augustin_Balec...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Chrisjen Avasarala (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chrisjen_Avasa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Carlos c de Baca (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlos_c_de_Ba...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Bakari Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bakari_Kamal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Barry Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Barry_Li</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Fermín Beltran (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ferm%C3%ADn_Be...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Bertold (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bertold_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Bhalki (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bhalki_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Biryar Rittenaur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Biryar_Rittenaur</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Cara Bisset (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cara_Bisset_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Blanca</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Blanca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Boss Thug (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Boss_Thug_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Botton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Botton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Doris Bourne (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Doris_Bourne_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Bouthers (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bouthers_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Brown (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Brown_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Burton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Burton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Amos Burton (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Amos_Burton_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Rebecca Byers (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rebecca_Byers_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>C.J.</td>\n",
       "      <td>https://expanse.fandom.com/wiki/C.J.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Caesar (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caesar_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Cameron (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Cameron Paj (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_Paj_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Captain Burnham</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Captain_Burnham</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Carlisle Hayyam</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlisle_Hayyam</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Carmichael</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carmichael</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Carrie Fisk</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carrie_Fisk</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Caspar Asoau</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caspar_Asoau</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Cass (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cass_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Elio Casti (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elio_Casti_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Caton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Caudel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caudel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Category:Characters expected to appear on TV</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Category:Chara...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Category:Characters not mentioned in books</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Category:Chara...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Charanpal (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charanpal_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Bomie Chatterjee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bomie_Chatterjee</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Michelle Cheval</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michelle_Cheval</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Carol Chiwewe (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carol_Chiwewe_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Choudhary</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Choudhary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Christina Huang Samuels</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Christina_Huan...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Chuchu</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuchu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Chuck (Caliban's War)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuck_(Caliban...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Chuck (Tiamat's Wrath)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuck_(Tiamat%...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Chucky Snails</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chucky_Snails</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Clip (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Clip_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Connor Weigel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Connor_Weigel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Coombs (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Coombs_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Coop (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Coop_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Safwan Cork</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Safwan_Cork</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Hector Cortez (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hector_Cortez_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Paolo Cortázar (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paolo_Cort%C3%...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Cotyar (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cotyar_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Cyn (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cyn_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Darius (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Darius_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Darren (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Darren_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Dave</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dave</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Davenport</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Davenport</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>David Artemis Kuhn (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/David_Artemis_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Anderson Dawes (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anderson_Dawes...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Category:Deceased (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Category:Decea...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>Diecisete (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Diecisete_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Dimitri</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dimitri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Diogo (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Diogo_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Dookie (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dookie_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Dot Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dot_Bisset</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Ben Draper (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ben_Draper_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Bobbie Draper (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bobbie_Draper_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>David Draper (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/David_Draper_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Antony Dresden (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Antony_Dresden...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Drexler (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Drexler_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Camina Drummer (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Camina_Drummer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Teresa Duarte (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Teresa_Duarte_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Winston Duarte (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Winston_Duarte...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Dust Runners</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dust_Runners</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Eduard Hopkins</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Eduard_Hopkins</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Elise (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elise_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Emily Babbage (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Babbage_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>Emily Richards (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Richards...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>Emma Zomorodi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emma_Zomorodi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>Solomon Epstein (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Solomon_Epstei...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>Erich (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Erich_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>Ernz (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ernz_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>Sadavir Errinwright (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sadavir_Errinw...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>Caitlin Esquibel (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caitlin_Esquib...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>Esteban Sorrento-Gillis (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Esteban_Sorren...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>Evans Garner-Choi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evans_Garner-Choi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>Evita Jung (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evita_Jung_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>Ezio Rodriguez (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ezio_Rodriguez...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>Tilly Fagan (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tilly_Fagan_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>Father Michel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Father_Michel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>Flunky Thug (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Flunky_Thug_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>Fong (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fong_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>Foster Sales</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Foster_Sales</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>Gabby Smalls (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gabby_Smalls_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>Nancy Gao (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nancy_Gao_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>Shed Garvey (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Shed_Garvey_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>Gary Bisset (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gary_Bisset_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>George Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/George_Li</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>Gia</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>Giselle</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Giselle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>Givens</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Givens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>Rini Glaudin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rini_Glaudin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>Gomez (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gomez_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>Liang Goodfortune (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Liang_Goodfort...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>Gor Droga</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gor_Droga</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>Gourab (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gourab_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>Governor Kwan (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Governor_Kwan_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>Graves</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Graves</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>Grover Balakrishnan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Grover_Balakri...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>Guthrie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Guthrie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>Alonzo Guzman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alonzo_Guzman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>Hardberger (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hardberger_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>Harshaan Lee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Harshaan_Lee</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>Dimitri Havelock (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dimitri_Havelo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Kaarlo Henderson-Charles (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kaarlo_Henders...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Hinekiri Brown (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hinekiri_Brown...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>Hogan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hogan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>James Holden (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/James_Holden_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Taryn Hong (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Taryn_Hong_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>Payne Houston (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Payne_Houston_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>Hutch (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hutch_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>Jason Ilich</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jason_Ilich</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>Imari</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Imari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>Filip Inaros (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Filip_Inaros_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>Marco Inaros (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marco_Inaros_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>Iwasa (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Iwasa_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>Jackson (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jackson_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>Jakulski</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jakulski</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>Jandro (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jandro_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>Jasira</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jasira</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>Jehon Dzurban</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jehon_Dzurban</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>Jen Lively</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jen_Lively</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>Jianguo (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jianguo_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>Jila Sorormaya</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jila_Sorormaya</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>Jillian Houston (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jillian_Housto...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>Fred Johnson (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fred_Johnson_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>Jones (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jones_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>Jordao (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jordao_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>Josep (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josep_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>Joseph</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Joseph</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>Josie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>Juarez (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Juarez_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>Manéo Jung-Espinoza (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Man%C3%A9o_Jun...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>Alex Kamal (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alex_Kamal_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>Rohi Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rohi_Kamal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>Kanter (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kanter_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>Karal (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Karal_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>Kasik</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kasik</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>Katoa Merton (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Katoa_Merton_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>Katria Mendez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Katria_Mendez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>Ian Kefilwe</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ian_Kefilwe</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>Kelly (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kelly_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>Kenzi (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kenzi_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>Kibushi (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kibushi_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>Kiki (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kiki_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>Acacia Kindermann</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Acacia_Kindermann</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>Kip</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>Kit Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kit_Kamal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>Muhammed Klein (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muhammed_Klein...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>Kofi (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kofi_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>Konecheck (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Konecheck_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>Benedito Lafflin (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Benedito_Laffl...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>Onni Langstiver (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Onni_Langstive...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>Lara Kasten</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lara_Kasten</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>Le (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Le_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>Jon Lee (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jon_Lee_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>Jona Lee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jona_Lee</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>Leelee (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Leelee_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>Lester (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lester_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>Levi Watts (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Levi_Watts_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>Ekko Levy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ekko_Levy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>Leward (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Leward_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>Wan Li (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wan_Li_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>Little Girl's Father (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Little_Girl%27...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>Lodge (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lodge_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>Chava Lombaugh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chava_Lombaugh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>Long</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Long</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>Lopez (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lopez_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>Ma (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ma_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>Anthea Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anthea_Mao</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>Ariadne Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ariadne_Mao</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>Clarissa Mao (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Clarissa_Mao_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>Jules-Pierre Mao (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jules-Pierre_M...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>Julie Mao (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Julie_Mao_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>Michael Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael_Mao</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>Petyr Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Petyr_Mao</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>Marama Brown (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marama_Brown_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>Semple Marks</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Semple_Marks</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>Marrel Imvic</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marrel_Imvic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Martens (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Martens_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Fernand Massey</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fernand_Massey</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Mateo Judd</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mateo_Judd</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Maura Patel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Maura_Patel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>McBride</td>\n",
       "      <td>https://expanse.fandom.com/wiki/McBride</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Ahmed McCahill (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ahmed_McCahill...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>McDowell (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/McDowell_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>Mellin (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mellin_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Mei Meng (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mei_Meng_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>Praxidike Meng (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Praxidike_Meng...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>Merton (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Merton_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Felcia Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Felcia_Merton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Jacek Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jacek_Merton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Lucia Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lucia_Merton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Michael-Jon de Uturbé</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael-Jon_de...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Michio Pa (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michio_Pa_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>Mikey Ko (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mikey_Ko_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Josephus Miller (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josephus_Mille...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Miral</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Miral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>Missionary (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Missionary_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Moldy Filters</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Moldy_Filters</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>Mole (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mole_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Mona Rittenaur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mona_Rittenaur</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>Monica Stuart (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Monica_Stuart_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Montemayor (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Montemayor_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Morris (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Morris_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>Mose (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mose_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Moynahan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Moynahan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Muhan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muhan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Nicola Mulko</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nicola_Mulko</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>Muriel Cowper (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muriel_Cowper_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>Adolphus Murtry (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adolphus_Murtr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>Muskrat</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muskrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>Octavia Muss (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Octavia_Muss_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>Alexi Myerson-Freud (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alexi_Myerson-...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>Naomi Nagata (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Naomi_Nagata_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>Nami (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nami_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>Nathan Smith (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nathan_Smith_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>Navarro (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Navarro_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>Albin Nazari</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Albin_Nazari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>Nettleford</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nettleford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>Augusto Nguyen (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Augusto_Nguyen...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>Nicholas Trubachev (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nicholas_Truba...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>Mina Njoku (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mina_Njoku_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>Noel Mugabo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Noel_Mugabo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>Nono (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nono_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>Okju (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Okju_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>Elvi Okoye (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elvi_Okoye_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>Fayez Okoye-Sarkis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fayez_Okoye-Sa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>Oksana Busch</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Oksana_Busch</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>Old Belter Woman (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Old_Belter_Wom...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>Aimee Ostmann</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aimee_Ostmann</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>Lester Overstreet</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lester_Overstreet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>Owsley (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Owsley_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>Charles Parker</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charles_Parker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>Paula</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paula</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>Paula Gutierrez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paula_Gutierrez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>Trina Pilau (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trina_Pilau_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>President of the Transport Union</td>\n",
       "      <td>https://expanse.fandom.com/wiki/President_of_t...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>Prostitute Assassin (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Prostitute_Ass...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>Pycior</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Pycior</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>Quiana Karvonides</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Quiana_Karvonides</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>Quintana</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Quintana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>Ramez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ramez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>Ren (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ren_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>Richard Tseng (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Richard_Tseng_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>Rico (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rico_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>Roberts</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Roberts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>Roma (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Roma_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>Rona (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rona_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>Rosenfeld Guoliang (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rosenfeld_Guol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>Belinda Ross</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Belinda_Ross</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>Rowena Estancia</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rowena_Estancia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>Rowman Perkins</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rowman_Perkins</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>Rugged Man (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rugged_Man_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>Anamarie Ruiz (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anamarie_Ruiz_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>Sa'id (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sa%27id_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>Saba</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Saba</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>Mehmet Sagale</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mehmet_Sagale</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>Salis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Salis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>Samara Rosenberg (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Samara_Rosenbe...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>Christina Samuels (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Christina_Samu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>Sandra Ip</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sandra_Ip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>Sandrine Gujarat</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sandrine_Gujarat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>Nico Sanjrani (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nico_Sanjrani_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>Santiago Jilie Singh (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Santiago_Jilie...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>Santichai Supitayaporn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Santichai_Supi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>Emily Santos-Baca (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Santos-B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>Sauveterre (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sauveterre_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>Sematimba (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sematimba_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>Serge (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Serge_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>Shaddid (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Shaddid_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>Silvestari Campos (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Silvestari_Cam...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>Singh (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Singh_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>Elsa Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elsa_Singh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>Natalia Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Natalia_Singh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>Jae-Eun Song (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jae-Eun_Song_(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>Sophie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sophie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>Soren Cottwald</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Soren_Cottwald</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>Michael Souther (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael_Southe...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>Stanni</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Stanni</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>Stokes (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Stokes_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>Strickland (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Strickland_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>Sujai (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sujai_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>Sullivan (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sullivan_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>Sun-yi Steinberg</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sun-yi_Steinberg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>Melissa Supitayaporn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Melissa_Supita...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>Survivalist (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Survivalist_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>Susanna Foyle (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Susanna_Foyle_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>Suyet Klinger</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Suyet_Klinger</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>Takeshi Oba</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Takeshi_Oba</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>Talissa (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Talissa_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>Tamara</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tamara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>Auden Tammet</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Auden_Tammet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>Aliana Tanaka (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aliana_Tanaka_...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>Tanja Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tanja_Li</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>Eric Tannhauser (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Eric_Tannhause...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>Tev Hillman (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tev_Hillman_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>The Catalyst</td>\n",
       "      <td>https://expanse.fandom.com/wiki/The_Catalyst</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>The Investigator (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/The_Investigat...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>Theresa Yao (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Theresa_Yao_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>Thorsson (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Thorsson_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>Timmy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Timmy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>Tjon</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tjon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>Tom (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tom_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>Travin (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travin_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>Travis (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travis_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>Travon Barrish</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travon_Barrish</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>Anton Trejo (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anton_Trejo_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>Trinh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trinh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>Tristan Reeves</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tristan_Reeves</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>Trying</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trying</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>Cameron Tur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_Tur</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>Uchi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Uchi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>Umea (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Umea_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>Unknown character (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Unknown_charac...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>Van Ark (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Van_Ark_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>356</th>\n",
       "      <td>Vandercaust</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Vandercaust</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>Vaughn (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Vaughn_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>Veronica Dietz</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Veronica_Dietz</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359</th>\n",
       "      <td>Category:Viewpoint characters</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Category:Viewp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Annushka Volovodov</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Annushka_Volov...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Waithe (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Waithe_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Carlos Walker</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlos_Walker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>Chandra Wei (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chandra_Wei_(B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>Wendell</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wendell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>Wendy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wendy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>366</th>\n",
       "      <td>William Sakai</td>\n",
       "      <td>https://expanse.fandom.com/wiki/William_Sakai</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>Chris Williams</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chris_Williams</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>Xan Bisset (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Xan_Bisset_(Bo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>Yacobsen (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Yacobsen_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>Yuri (Books)</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Yuri_(Books)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>Zach Kazantzakis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Zach_Kazantzakis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>Zep</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Zep</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   character_name  \\\n",
       "0                       Characters renamed for TV   \n",
       "1                                           Aaman   \n",
       "2                                   Aaron (Books)   \n",
       "3                                   Abril (Books)   \n",
       "4                             Ade Tukunbo (Books)   \n",
       "5                                  Adiki-Sandoval   \n",
       "6                                  Adiyah (Books)   \n",
       "7                                   Admiral Milan   \n",
       "8                                          Agnete   \n",
       "9                         Carl al-Dujaili (Books)   \n",
       "10                               Al-Farmi (Books)   \n",
       "11                          Evelyn Albert (Books)   \n",
       "12                         Alberto Correa (Books)   \n",
       "13                    Alexander Verbinski (Books)   \n",
       "14                    Charles Jacob Allen (Books)   \n",
       "15                            Lydia Allen (Books)   \n",
       "16                            Althea Ecco (Books)   \n",
       "17                                   Alyn (Books)   \n",
       "18                                    Ami Henders   \n",
       "19                                    Amy (Books)   \n",
       "20                                  Kasim Andrada   \n",
       "21                                 Andrew (Books)   \n",
       "22                                      Annamarie   \n",
       "23                                          Anton   \n",
       "24                               Arbrecht (Books)   \n",
       "25                                  Arjun (Books)   \n",
       "26                                   Arnold Mfume   \n",
       "27                                Ashanti (Books)   \n",
       "28                        Asher Kamamatsu (Books)   \n",
       "29                                Ashford (Books)   \n",
       "30                             Augustin Balecheck   \n",
       "31                     Chrisjen Avasarala (Books)   \n",
       "32                       Carlos c de Baca (Books)   \n",
       "33                                   Bakari Kamal   \n",
       "34                                       Barry Li   \n",
       "35                         Fermín Beltran (Books)   \n",
       "36                                Bertold (Books)   \n",
       "37                                 Bhalki (Books)   \n",
       "38                               Biryar Rittenaur   \n",
       "39                            Cara Bisset (Books)   \n",
       "40                                         Blanca   \n",
       "41                              Boss Thug (Books)   \n",
       "42                                         Botton   \n",
       "43                           Doris Bourne (Books)   \n",
       "44                               Bouthers (Books)   \n",
       "45                                  Brown (Books)   \n",
       "46                                         Burton   \n",
       "47                            Amos Burton (Books)   \n",
       "48                          Rebecca Byers (Books)   \n",
       "49                                           C.J.   \n",
       "50                                 Caesar (Books)   \n",
       "51                                Cameron (Books)   \n",
       "52                            Cameron Paj (Books)   \n",
       "53                                Captain Burnham   \n",
       "54                                Carlisle Hayyam   \n",
       "55                                     Carmichael   \n",
       "56                                    Carrie Fisk   \n",
       "57                                   Caspar Asoau   \n",
       "58                                   Cass (Books)   \n",
       "59                             Elio Casti (Books)   \n",
       "60                                          Caton   \n",
       "61                                         Caudel   \n",
       "62   Category:Characters expected to appear on TV   \n",
       "63     Category:Characters not mentioned in books   \n",
       "64                              Charanpal (Books)   \n",
       "65                               Bomie Chatterjee   \n",
       "66                                Michelle Cheval   \n",
       "67                          Carol Chiwewe (Books)   \n",
       "68                                      Choudhary   \n",
       "69                        Christina Huang Samuels   \n",
       "70                                         Chuchu   \n",
       "71                          Chuck (Caliban's War)   \n",
       "72                         Chuck (Tiamat's Wrath)   \n",
       "73                                  Chucky Snails   \n",
       "74                                   Clip (Books)   \n",
       "75                                  Connor Weigel   \n",
       "76                                 Coombs (Books)   \n",
       "77                                   Coop (Books)   \n",
       "78                                    Safwan Cork   \n",
       "79                          Hector Cortez (Books)   \n",
       "80                         Paolo Cortázar (Books)   \n",
       "81                                 Cotyar (Books)   \n",
       "82                                    Cyn (Books)   \n",
       "83                                 Darius (Books)   \n",
       "84                                 Darren (Books)   \n",
       "85                                           Dave   \n",
       "86                                      Davenport   \n",
       "87                     David Artemis Kuhn (Books)   \n",
       "88                         Anderson Dawes (Books)   \n",
       "89                      Category:Deceased (Books)   \n",
       "90                              Diecisete (Books)   \n",
       "91                                        Dimitri   \n",
       "92                                  Diogo (Books)   \n",
       "93                                 Dookie (Books)   \n",
       "94                                     Dot Bisset   \n",
       "95                             Ben Draper (Books)   \n",
       "96                          Bobbie Draper (Books)   \n",
       "97                           David Draper (Books)   \n",
       "98                         Antony Dresden (Books)   \n",
       "99                                Drexler (Books)   \n",
       "100                        Camina Drummer (Books)   \n",
       "101                         Teresa Duarte (Books)   \n",
       "102                        Winston Duarte (Books)   \n",
       "103                                  Dust Runners   \n",
       "104                                Eduard Hopkins   \n",
       "105                                 Elise (Books)   \n",
       "106                         Emily Babbage (Books)   \n",
       "107                        Emily Richards (Books)   \n",
       "108                                 Emma Zomorodi   \n",
       "109                       Solomon Epstein (Books)   \n",
       "110                                 Erich (Books)   \n",
       "111                                  Ernz (Books)   \n",
       "112                   Sadavir Errinwright (Books)   \n",
       "113                      Caitlin Esquibel (Books)   \n",
       "114               Esteban Sorrento-Gillis (Books)   \n",
       "115                             Evans Garner-Choi   \n",
       "116                            Evita Jung (Books)   \n",
       "117                        Ezio Rodriguez (Books)   \n",
       "118                           Tilly Fagan (Books)   \n",
       "119                                 Father Michel   \n",
       "120                           Flunky Thug (Books)   \n",
       "121                                  Fong (Books)   \n",
       "122                                  Foster Sales   \n",
       "123                          Gabby Smalls (Books)   \n",
       "124                             Nancy Gao (Books)   \n",
       "125                           Shed Garvey (Books)   \n",
       "126                           Gary Bisset (Books)   \n",
       "127                                     George Li   \n",
       "128                                           Gia   \n",
       "129                                       Giselle   \n",
       "130                                        Givens   \n",
       "131                                  Rini Glaudin   \n",
       "132                                 Gomez (Books)   \n",
       "133                     Liang Goodfortune (Books)   \n",
       "134                                     Gor Droga   \n",
       "135                                Gourab (Books)   \n",
       "136                         Governor Kwan (Books)   \n",
       "137                                        Graves   \n",
       "138                           Grover Balakrishnan   \n",
       "139                                       Guthrie   \n",
       "140                                 Alonzo Guzman   \n",
       "141                            Hardberger (Books)   \n",
       "142                                  Harshaan Lee   \n",
       "143                      Dimitri Havelock (Books)   \n",
       "144              Kaarlo Henderson-Charles (Books)   \n",
       "145                        Hinekiri Brown (Books)   \n",
       "146                                         Hogan   \n",
       "147                          James Holden (Books)   \n",
       "148                            Taryn Hong (Books)   \n",
       "149                         Payne Houston (Books)   \n",
       "150                                 Hutch (Books)   \n",
       "151                                   Jason Ilich   \n",
       "152                                         Imari   \n",
       "153                          Filip Inaros (Books)   \n",
       "154                          Marco Inaros (Books)   \n",
       "155                                 Iwasa (Books)   \n",
       "156                               Jackson (Books)   \n",
       "157                                      Jakulski   \n",
       "158                                Jandro (Books)   \n",
       "159                                        Jasira   \n",
       "160                                 Jehon Dzurban   \n",
       "161                                    Jen Lively   \n",
       "162                               Jianguo (Books)   \n",
       "163                                Jila Sorormaya   \n",
       "164                       Jillian Houston (Books)   \n",
       "165                          Fred Johnson (Books)   \n",
       "166                                 Jones (Books)   \n",
       "167                                Jordao (Books)   \n",
       "168                                 Josep (Books)   \n",
       "169                                        Joseph   \n",
       "170                                         Josie   \n",
       "171                                Juarez (Books)   \n",
       "172                   Manéo Jung-Espinoza (Books)   \n",
       "173                            Alex Kamal (Books)   \n",
       "174                                    Rohi Kamal   \n",
       "175                                Kanter (Books)   \n",
       "176                                 Karal (Books)   \n",
       "177                                         Kasik   \n",
       "178                          Katoa Merton (Books)   \n",
       "179                                 Katria Mendez   \n",
       "180                                   Ian Kefilwe   \n",
       "181                                 Kelly (Books)   \n",
       "182                                 Kenzi (Books)   \n",
       "183                               Kibushi (Books)   \n",
       "184                                  Kiki (Books)   \n",
       "185                             Acacia Kindermann   \n",
       "186                                           Kip   \n",
       "187                                     Kit Kamal   \n",
       "188                        Muhammed Klein (Books)   \n",
       "189                                  Kofi (Books)   \n",
       "190                             Konecheck (Books)   \n",
       "191                      Benedito Lafflin (Books)   \n",
       "192                       Onni Langstiver (Books)   \n",
       "193                                   Lara Kasten   \n",
       "194                                    Le (Books)   \n",
       "195                               Jon Lee (Books)   \n",
       "196                                      Jona Lee   \n",
       "197                                Leelee (Books)   \n",
       "198                                Lester (Books)   \n",
       "199                            Levi Watts (Books)   \n",
       "200                                     Ekko Levy   \n",
       "201                                Leward (Books)   \n",
       "202                                Wan Li (Books)   \n",
       "203                  Little Girl's Father (Books)   \n",
       "204                                 Lodge (Books)   \n",
       "205                                Chava Lombaugh   \n",
       "206                                          Long   \n",
       "207                                 Lopez (Books)   \n",
       "208                                    Ma (Books)   \n",
       "209                                    Anthea Mao   \n",
       "210                                   Ariadne Mao   \n",
       "211                          Clarissa Mao (Books)   \n",
       "212                      Jules-Pierre Mao (Books)   \n",
       "213                             Julie Mao (Books)   \n",
       "214                                   Michael Mao   \n",
       "215                                     Petyr Mao   \n",
       "216                          Marama Brown (Books)   \n",
       "217                                  Semple Marks   \n",
       "218                                  Marrel Imvic   \n",
       "219                               Martens (Books)   \n",
       "220                                Fernand Massey   \n",
       "221                                    Mateo Judd   \n",
       "222                                   Maura Patel   \n",
       "223                                       McBride   \n",
       "224                        Ahmed McCahill (Books)   \n",
       "225                              McDowell (Books)   \n",
       "226                                Mellin (Books)   \n",
       "227                              Mei Meng (Books)   \n",
       "228                        Praxidike Meng (Books)   \n",
       "229                                Merton (Books)   \n",
       "230                                 Felcia Merton   \n",
       "231                                  Jacek Merton   \n",
       "232                                  Lucia Merton   \n",
       "233                         Michael-Jon de Uturbé   \n",
       "234                             Michio Pa (Books)   \n",
       "235                              Mikey Ko (Books)   \n",
       "236                       Josephus Miller (Books)   \n",
       "237                                         Miral   \n",
       "238                            Missionary (Books)   \n",
       "239                                 Moldy Filters   \n",
       "240                                  Mole (Books)   \n",
       "241                                Mona Rittenaur   \n",
       "242                         Monica Stuart (Books)   \n",
       "243                            Montemayor (Books)   \n",
       "244                                Morris (Books)   \n",
       "245                                  Mose (Books)   \n",
       "246                                      Moynahan   \n",
       "247                                         Muhan   \n",
       "248                                  Nicola Mulko   \n",
       "249                         Muriel Cowper (Books)   \n",
       "250                       Adolphus Murtry (Books)   \n",
       "251                                       Muskrat   \n",
       "252                          Octavia Muss (Books)   \n",
       "253                   Alexi Myerson-Freud (Books)   \n",
       "254                          Naomi Nagata (Books)   \n",
       "255                                  Nami (Books)   \n",
       "256                          Nathan Smith (Books)   \n",
       "257                               Navarro (Books)   \n",
       "258                                  Albin Nazari   \n",
       "259                                    Nettleford   \n",
       "260                        Augusto Nguyen (Books)   \n",
       "261                    Nicholas Trubachev (Books)   \n",
       "262                            Mina Njoku (Books)   \n",
       "263                                   Noel Mugabo   \n",
       "264                                  Nono (Books)   \n",
       "265                                  Okju (Books)   \n",
       "266                            Elvi Okoye (Books)   \n",
       "267                            Fayez Okoye-Sarkis   \n",
       "268                                  Oksana Busch   \n",
       "269                      Old Belter Woman (Books)   \n",
       "270                                 Aimee Ostmann   \n",
       "271                             Lester Overstreet   \n",
       "272                                Owsley (Books)   \n",
       "273                                Charles Parker   \n",
       "274                                         Paula   \n",
       "275                               Paula Gutierrez   \n",
       "276                           Trina Pilau (Books)   \n",
       "277              President of the Transport Union   \n",
       "278                   Prostitute Assassin (Books)   \n",
       "279                                        Pycior   \n",
       "280                             Quiana Karvonides   \n",
       "281                                      Quintana   \n",
       "282                                         Ramez   \n",
       "283                                   Ren (Books)   \n",
       "284                         Richard Tseng (Books)   \n",
       "285                                  Rico (Books)   \n",
       "286                                       Roberts   \n",
       "287                                  Roma (Books)   \n",
       "288                                  Rona (Books)   \n",
       "289                    Rosenfeld Guoliang (Books)   \n",
       "290                                  Belinda Ross   \n",
       "291                               Rowena Estancia   \n",
       "292                                Rowman Perkins   \n",
       "293                            Rugged Man (Books)   \n",
       "294                         Anamarie Ruiz (Books)   \n",
       "295                                 Sa'id (Books)   \n",
       "296                                          Saba   \n",
       "297                                 Mehmet Sagale   \n",
       "298                                         Salis   \n",
       "299                      Samara Rosenberg (Books)   \n",
       "300                     Christina Samuels (Books)   \n",
       "301                                     Sandra Ip   \n",
       "302                              Sandrine Gujarat   \n",
       "303                         Nico Sanjrani (Books)   \n",
       "304                  Santiago Jilie Singh (Books)   \n",
       "305                        Santichai Supitayaporn   \n",
       "306                     Emily Santos-Baca (Books)   \n",
       "307                            Sauveterre (Books)   \n",
       "308                             Sematimba (Books)   \n",
       "309                                 Serge (Books)   \n",
       "310                               Shaddid (Books)   \n",
       "311                     Silvestari Campos (Books)   \n",
       "312                                 Singh (Books)   \n",
       "313                                    Elsa Singh   \n",
       "314                                 Natalia Singh   \n",
       "315                          Jae-Eun Song (Books)   \n",
       "316                                        Sophie   \n",
       "317                                Soren Cottwald   \n",
       "318                       Michael Souther (Books)   \n",
       "319                                        Stanni   \n",
       "320                                Stokes (Books)   \n",
       "321                            Strickland (Books)   \n",
       "322                                 Sujai (Books)   \n",
       "323                              Sullivan (Books)   \n",
       "324                              Sun-yi Steinberg   \n",
       "325                          Melissa Supitayaporn   \n",
       "326                           Survivalist (Books)   \n",
       "327                         Susanna Foyle (Books)   \n",
       "328                                 Suyet Klinger   \n",
       "329                                   Takeshi Oba   \n",
       "330                               Talissa (Books)   \n",
       "331                                        Tamara   \n",
       "332                                  Auden Tammet   \n",
       "333                         Aliana Tanaka (Books)   \n",
       "334                                      Tanja Li   \n",
       "335                       Eric Tannhauser (Books)   \n",
       "336                           Tev Hillman (Books)   \n",
       "337                                  The Catalyst   \n",
       "338                      The Investigator (Books)   \n",
       "339                           Theresa Yao (Books)   \n",
       "340                              Thorsson (Books)   \n",
       "341                                         Timmy   \n",
       "342                                          Tjon   \n",
       "343                                   Tom (Books)   \n",
       "344                                Travin (Books)   \n",
       "345                                Travis (Books)   \n",
       "346                                Travon Barrish   \n",
       "347                           Anton Trejo (Books)   \n",
       "348                                         Trinh   \n",
       "349                                Tristan Reeves   \n",
       "350                                        Trying   \n",
       "351                                   Cameron Tur   \n",
       "352                                          Uchi   \n",
       "353                                  Umea (Books)   \n",
       "354                     Unknown character (Books)   \n",
       "355                               Van Ark (Books)   \n",
       "356                                   Vandercaust   \n",
       "357                                Vaughn (Books)   \n",
       "358                                Veronica Dietz   \n",
       "359                 Category:Viewpoint characters   \n",
       "360                            Annushka Volovodov   \n",
       "361                                Waithe (Books)   \n",
       "362                                 Carlos Walker   \n",
       "363                           Chandra Wei (Books)   \n",
       "364                                       Wendell   \n",
       "365                                         Wendy   \n",
       "366                                 William Sakai   \n",
       "367                                Chris Williams   \n",
       "368                            Xan Bisset (Books)   \n",
       "369                              Yacobsen (Books)   \n",
       "370                                  Yuri (Books)   \n",
       "371                              Zach Kazantzakis   \n",
       "372                                           Zep   \n",
       "\n",
       "                                                   url  \n",
       "0    https://expanse.fandom.com/wiki/Characters_ren...  \n",
       "1                https://expanse.fandom.com/wiki/Aaman  \n",
       "2        https://expanse.fandom.com/wiki/Aaron_(Books)  \n",
       "3        https://expanse.fandom.com/wiki/Abril_(Books)  \n",
       "4    https://expanse.fandom.com/wiki/Ade_Tukunbo_(B...  \n",
       "5       https://expanse.fandom.com/wiki/Adiki-Sandoval  \n",
       "6       https://expanse.fandom.com/wiki/Adiyah_(Books)  \n",
       "7        https://expanse.fandom.com/wiki/Admiral_Milan  \n",
       "8               https://expanse.fandom.com/wiki/Agnete  \n",
       "9    https://expanse.fandom.com/wiki/Carl_al-Dujail...  \n",
       "10    https://expanse.fandom.com/wiki/Al-Farmi_(Books)  \n",
       "11   https://expanse.fandom.com/wiki/Evelyn_Albert_...  \n",
       "12   https://expanse.fandom.com/wiki/Alberto_Correa...  \n",
       "13   https://expanse.fandom.com/wiki/Alexander_Verb...  \n",
       "14   https://expanse.fandom.com/wiki/Charles_Jacob_...  \n",
       "15   https://expanse.fandom.com/wiki/Lydia_Allen_(B...  \n",
       "16   https://expanse.fandom.com/wiki/Althea_Ecco_(B...  \n",
       "17        https://expanse.fandom.com/wiki/Alyn_(Books)  \n",
       "18         https://expanse.fandom.com/wiki/Ami_Henders  \n",
       "19         https://expanse.fandom.com/wiki/Amy_(Books)  \n",
       "20       https://expanse.fandom.com/wiki/Kasim_Andrada  \n",
       "21      https://expanse.fandom.com/wiki/Andrew_(Books)  \n",
       "22           https://expanse.fandom.com/wiki/Annamarie  \n",
       "23               https://expanse.fandom.com/wiki/Anton  \n",
       "24    https://expanse.fandom.com/wiki/Arbrecht_(Books)  \n",
       "25       https://expanse.fandom.com/wiki/Arjun_(Books)  \n",
       "26        https://expanse.fandom.com/wiki/Arnold_Mfume  \n",
       "27     https://expanse.fandom.com/wiki/Ashanti_(Books)  \n",
       "28   https://expanse.fandom.com/wiki/Asher_Kamamats...  \n",
       "29     https://expanse.fandom.com/wiki/Ashford_(Books)  \n",
       "30   https://expanse.fandom.com/wiki/Augustin_Balec...  \n",
       "31   https://expanse.fandom.com/wiki/Chrisjen_Avasa...  \n",
       "32   https://expanse.fandom.com/wiki/Carlos_c_de_Ba...  \n",
       "33        https://expanse.fandom.com/wiki/Bakari_Kamal  \n",
       "34            https://expanse.fandom.com/wiki/Barry_Li  \n",
       "35   https://expanse.fandom.com/wiki/Ferm%C3%ADn_Be...  \n",
       "36     https://expanse.fandom.com/wiki/Bertold_(Books)  \n",
       "37      https://expanse.fandom.com/wiki/Bhalki_(Books)  \n",
       "38    https://expanse.fandom.com/wiki/Biryar_Rittenaur  \n",
       "39   https://expanse.fandom.com/wiki/Cara_Bisset_(B...  \n",
       "40              https://expanse.fandom.com/wiki/Blanca  \n",
       "41   https://expanse.fandom.com/wiki/Boss_Thug_(Books)  \n",
       "42              https://expanse.fandom.com/wiki/Botton  \n",
       "43   https://expanse.fandom.com/wiki/Doris_Bourne_(...  \n",
       "44    https://expanse.fandom.com/wiki/Bouthers_(Books)  \n",
       "45       https://expanse.fandom.com/wiki/Brown_(Books)  \n",
       "46              https://expanse.fandom.com/wiki/Burton  \n",
       "47   https://expanse.fandom.com/wiki/Amos_Burton_(B...  \n",
       "48   https://expanse.fandom.com/wiki/Rebecca_Byers_...  \n",
       "49                https://expanse.fandom.com/wiki/C.J.  \n",
       "50      https://expanse.fandom.com/wiki/Caesar_(Books)  \n",
       "51     https://expanse.fandom.com/wiki/Cameron_(Books)  \n",
       "52   https://expanse.fandom.com/wiki/Cameron_Paj_(B...  \n",
       "53     https://expanse.fandom.com/wiki/Captain_Burnham  \n",
       "54     https://expanse.fandom.com/wiki/Carlisle_Hayyam  \n",
       "55          https://expanse.fandom.com/wiki/Carmichael  \n",
       "56         https://expanse.fandom.com/wiki/Carrie_Fisk  \n",
       "57        https://expanse.fandom.com/wiki/Caspar_Asoau  \n",
       "58        https://expanse.fandom.com/wiki/Cass_(Books)  \n",
       "59   https://expanse.fandom.com/wiki/Elio_Casti_(Bo...  \n",
       "60               https://expanse.fandom.com/wiki/Caton  \n",
       "61              https://expanse.fandom.com/wiki/Caudel  \n",
       "62   https://expanse.fandom.com/wiki/Category:Chara...  \n",
       "63   https://expanse.fandom.com/wiki/Category:Chara...  \n",
       "64   https://expanse.fandom.com/wiki/Charanpal_(Books)  \n",
       "65    https://expanse.fandom.com/wiki/Bomie_Chatterjee  \n",
       "66     https://expanse.fandom.com/wiki/Michelle_Cheval  \n",
       "67   https://expanse.fandom.com/wiki/Carol_Chiwewe_...  \n",
       "68           https://expanse.fandom.com/wiki/Choudhary  \n",
       "69   https://expanse.fandom.com/wiki/Christina_Huan...  \n",
       "70              https://expanse.fandom.com/wiki/Chuchu  \n",
       "71   https://expanse.fandom.com/wiki/Chuck_(Caliban...  \n",
       "72   https://expanse.fandom.com/wiki/Chuck_(Tiamat%...  \n",
       "73       https://expanse.fandom.com/wiki/Chucky_Snails  \n",
       "74        https://expanse.fandom.com/wiki/Clip_(Books)  \n",
       "75       https://expanse.fandom.com/wiki/Connor_Weigel  \n",
       "76      https://expanse.fandom.com/wiki/Coombs_(Books)  \n",
       "77        https://expanse.fandom.com/wiki/Coop_(Books)  \n",
       "78         https://expanse.fandom.com/wiki/Safwan_Cork  \n",
       "79   https://expanse.fandom.com/wiki/Hector_Cortez_...  \n",
       "80   https://expanse.fandom.com/wiki/Paolo_Cort%C3%...  \n",
       "81      https://expanse.fandom.com/wiki/Cotyar_(Books)  \n",
       "82         https://expanse.fandom.com/wiki/Cyn_(Books)  \n",
       "83      https://expanse.fandom.com/wiki/Darius_(Books)  \n",
       "84      https://expanse.fandom.com/wiki/Darren_(Books)  \n",
       "85                https://expanse.fandom.com/wiki/Dave  \n",
       "86           https://expanse.fandom.com/wiki/Davenport  \n",
       "87   https://expanse.fandom.com/wiki/David_Artemis_...  \n",
       "88   https://expanse.fandom.com/wiki/Anderson_Dawes...  \n",
       "89   https://expanse.fandom.com/wiki/Category:Decea...  \n",
       "90   https://expanse.fandom.com/wiki/Diecisete_(Books)  \n",
       "91             https://expanse.fandom.com/wiki/Dimitri  \n",
       "92       https://expanse.fandom.com/wiki/Diogo_(Books)  \n",
       "93      https://expanse.fandom.com/wiki/Dookie_(Books)  \n",
       "94          https://expanse.fandom.com/wiki/Dot_Bisset  \n",
       "95   https://expanse.fandom.com/wiki/Ben_Draper_(Bo...  \n",
       "96   https://expanse.fandom.com/wiki/Bobbie_Draper_...  \n",
       "97   https://expanse.fandom.com/wiki/David_Draper_(...  \n",
       "98   https://expanse.fandom.com/wiki/Antony_Dresden...  \n",
       "99     https://expanse.fandom.com/wiki/Drexler_(Books)  \n",
       "100  https://expanse.fandom.com/wiki/Camina_Drummer...  \n",
       "101  https://expanse.fandom.com/wiki/Teresa_Duarte_...  \n",
       "102  https://expanse.fandom.com/wiki/Winston_Duarte...  \n",
       "103       https://expanse.fandom.com/wiki/Dust_Runners  \n",
       "104     https://expanse.fandom.com/wiki/Eduard_Hopkins  \n",
       "105      https://expanse.fandom.com/wiki/Elise_(Books)  \n",
       "106  https://expanse.fandom.com/wiki/Emily_Babbage_...  \n",
       "107  https://expanse.fandom.com/wiki/Emily_Richards...  \n",
       "108      https://expanse.fandom.com/wiki/Emma_Zomorodi  \n",
       "109  https://expanse.fandom.com/wiki/Solomon_Epstei...  \n",
       "110      https://expanse.fandom.com/wiki/Erich_(Books)  \n",
       "111       https://expanse.fandom.com/wiki/Ernz_(Books)  \n",
       "112  https://expanse.fandom.com/wiki/Sadavir_Errinw...  \n",
       "113  https://expanse.fandom.com/wiki/Caitlin_Esquib...  \n",
       "114  https://expanse.fandom.com/wiki/Esteban_Sorren...  \n",
       "115  https://expanse.fandom.com/wiki/Evans_Garner-Choi  \n",
       "116  https://expanse.fandom.com/wiki/Evita_Jung_(Bo...  \n",
       "117  https://expanse.fandom.com/wiki/Ezio_Rodriguez...  \n",
       "118  https://expanse.fandom.com/wiki/Tilly_Fagan_(B...  \n",
       "119      https://expanse.fandom.com/wiki/Father_Michel  \n",
       "120  https://expanse.fandom.com/wiki/Flunky_Thug_(B...  \n",
       "121       https://expanse.fandom.com/wiki/Fong_(Books)  \n",
       "122       https://expanse.fandom.com/wiki/Foster_Sales  \n",
       "123  https://expanse.fandom.com/wiki/Gabby_Smalls_(...  \n",
       "124  https://expanse.fandom.com/wiki/Nancy_Gao_(Books)  \n",
       "125  https://expanse.fandom.com/wiki/Shed_Garvey_(B...  \n",
       "126  https://expanse.fandom.com/wiki/Gary_Bisset_(B...  \n",
       "127          https://expanse.fandom.com/wiki/George_Li  \n",
       "128                https://expanse.fandom.com/wiki/Gia  \n",
       "129            https://expanse.fandom.com/wiki/Giselle  \n",
       "130             https://expanse.fandom.com/wiki/Givens  \n",
       "131       https://expanse.fandom.com/wiki/Rini_Glaudin  \n",
       "132      https://expanse.fandom.com/wiki/Gomez_(Books)  \n",
       "133  https://expanse.fandom.com/wiki/Liang_Goodfort...  \n",
       "134          https://expanse.fandom.com/wiki/Gor_Droga  \n",
       "135     https://expanse.fandom.com/wiki/Gourab_(Books)  \n",
       "136  https://expanse.fandom.com/wiki/Governor_Kwan_...  \n",
       "137             https://expanse.fandom.com/wiki/Graves  \n",
       "138  https://expanse.fandom.com/wiki/Grover_Balakri...  \n",
       "139            https://expanse.fandom.com/wiki/Guthrie  \n",
       "140      https://expanse.fandom.com/wiki/Alonzo_Guzman  \n",
       "141  https://expanse.fandom.com/wiki/Hardberger_(Bo...  \n",
       "142       https://expanse.fandom.com/wiki/Harshaan_Lee  \n",
       "143  https://expanse.fandom.com/wiki/Dimitri_Havelo...  \n",
       "144  https://expanse.fandom.com/wiki/Kaarlo_Henders...  \n",
       "145  https://expanse.fandom.com/wiki/Hinekiri_Brown...  \n",
       "146              https://expanse.fandom.com/wiki/Hogan  \n",
       "147  https://expanse.fandom.com/wiki/James_Holden_(...  \n",
       "148  https://expanse.fandom.com/wiki/Taryn_Hong_(Bo...  \n",
       "149  https://expanse.fandom.com/wiki/Payne_Houston_...  \n",
       "150      https://expanse.fandom.com/wiki/Hutch_(Books)  \n",
       "151        https://expanse.fandom.com/wiki/Jason_Ilich  \n",
       "152              https://expanse.fandom.com/wiki/Imari  \n",
       "153  https://expanse.fandom.com/wiki/Filip_Inaros_(...  \n",
       "154  https://expanse.fandom.com/wiki/Marco_Inaros_(...  \n",
       "155      https://expanse.fandom.com/wiki/Iwasa_(Books)  \n",
       "156    https://expanse.fandom.com/wiki/Jackson_(Books)  \n",
       "157           https://expanse.fandom.com/wiki/Jakulski  \n",
       "158     https://expanse.fandom.com/wiki/Jandro_(Books)  \n",
       "159             https://expanse.fandom.com/wiki/Jasira  \n",
       "160      https://expanse.fandom.com/wiki/Jehon_Dzurban  \n",
       "161         https://expanse.fandom.com/wiki/Jen_Lively  \n",
       "162    https://expanse.fandom.com/wiki/Jianguo_(Books)  \n",
       "163     https://expanse.fandom.com/wiki/Jila_Sorormaya  \n",
       "164  https://expanse.fandom.com/wiki/Jillian_Housto...  \n",
       "165  https://expanse.fandom.com/wiki/Fred_Johnson_(...  \n",
       "166      https://expanse.fandom.com/wiki/Jones_(Books)  \n",
       "167     https://expanse.fandom.com/wiki/Jordao_(Books)  \n",
       "168      https://expanse.fandom.com/wiki/Josep_(Books)  \n",
       "169             https://expanse.fandom.com/wiki/Joseph  \n",
       "170              https://expanse.fandom.com/wiki/Josie  \n",
       "171     https://expanse.fandom.com/wiki/Juarez_(Books)  \n",
       "172  https://expanse.fandom.com/wiki/Man%C3%A9o_Jun...  \n",
       "173  https://expanse.fandom.com/wiki/Alex_Kamal_(Bo...  \n",
       "174         https://expanse.fandom.com/wiki/Rohi_Kamal  \n",
       "175     https://expanse.fandom.com/wiki/Kanter_(Books)  \n",
       "176      https://expanse.fandom.com/wiki/Karal_(Books)  \n",
       "177              https://expanse.fandom.com/wiki/Kasik  \n",
       "178  https://expanse.fandom.com/wiki/Katoa_Merton_(...  \n",
       "179      https://expanse.fandom.com/wiki/Katria_Mendez  \n",
       "180        https://expanse.fandom.com/wiki/Ian_Kefilwe  \n",
       "181      https://expanse.fandom.com/wiki/Kelly_(Books)  \n",
       "182      https://expanse.fandom.com/wiki/Kenzi_(Books)  \n",
       "183    https://expanse.fandom.com/wiki/Kibushi_(Books)  \n",
       "184       https://expanse.fandom.com/wiki/Kiki_(Books)  \n",
       "185  https://expanse.fandom.com/wiki/Acacia_Kindermann  \n",
       "186                https://expanse.fandom.com/wiki/Kip  \n",
       "187          https://expanse.fandom.com/wiki/Kit_Kamal  \n",
       "188  https://expanse.fandom.com/wiki/Muhammed_Klein...  \n",
       "189       https://expanse.fandom.com/wiki/Kofi_(Books)  \n",
       "190  https://expanse.fandom.com/wiki/Konecheck_(Books)  \n",
       "191  https://expanse.fandom.com/wiki/Benedito_Laffl...  \n",
       "192  https://expanse.fandom.com/wiki/Onni_Langstive...  \n",
       "193        https://expanse.fandom.com/wiki/Lara_Kasten  \n",
       "194         https://expanse.fandom.com/wiki/Le_(Books)  \n",
       "195    https://expanse.fandom.com/wiki/Jon_Lee_(Books)  \n",
       "196           https://expanse.fandom.com/wiki/Jona_Lee  \n",
       "197     https://expanse.fandom.com/wiki/Leelee_(Books)  \n",
       "198     https://expanse.fandom.com/wiki/Lester_(Books)  \n",
       "199  https://expanse.fandom.com/wiki/Levi_Watts_(Bo...  \n",
       "200          https://expanse.fandom.com/wiki/Ekko_Levy  \n",
       "201     https://expanse.fandom.com/wiki/Leward_(Books)  \n",
       "202     https://expanse.fandom.com/wiki/Wan_Li_(Books)  \n",
       "203  https://expanse.fandom.com/wiki/Little_Girl%27...  \n",
       "204      https://expanse.fandom.com/wiki/Lodge_(Books)  \n",
       "205     https://expanse.fandom.com/wiki/Chava_Lombaugh  \n",
       "206               https://expanse.fandom.com/wiki/Long  \n",
       "207      https://expanse.fandom.com/wiki/Lopez_(Books)  \n",
       "208         https://expanse.fandom.com/wiki/Ma_(Books)  \n",
       "209         https://expanse.fandom.com/wiki/Anthea_Mao  \n",
       "210        https://expanse.fandom.com/wiki/Ariadne_Mao  \n",
       "211  https://expanse.fandom.com/wiki/Clarissa_Mao_(...  \n",
       "212  https://expanse.fandom.com/wiki/Jules-Pierre_M...  \n",
       "213  https://expanse.fandom.com/wiki/Julie_Mao_(Books)  \n",
       "214        https://expanse.fandom.com/wiki/Michael_Mao  \n",
       "215          https://expanse.fandom.com/wiki/Petyr_Mao  \n",
       "216  https://expanse.fandom.com/wiki/Marama_Brown_(...  \n",
       "217       https://expanse.fandom.com/wiki/Semple_Marks  \n",
       "218       https://expanse.fandom.com/wiki/Marrel_Imvic  \n",
       "219    https://expanse.fandom.com/wiki/Martens_(Books)  \n",
       "220     https://expanse.fandom.com/wiki/Fernand_Massey  \n",
       "221         https://expanse.fandom.com/wiki/Mateo_Judd  \n",
       "222        https://expanse.fandom.com/wiki/Maura_Patel  \n",
       "223            https://expanse.fandom.com/wiki/McBride  \n",
       "224  https://expanse.fandom.com/wiki/Ahmed_McCahill...  \n",
       "225   https://expanse.fandom.com/wiki/McDowell_(Books)  \n",
       "226     https://expanse.fandom.com/wiki/Mellin_(Books)  \n",
       "227   https://expanse.fandom.com/wiki/Mei_Meng_(Books)  \n",
       "228  https://expanse.fandom.com/wiki/Praxidike_Meng...  \n",
       "229     https://expanse.fandom.com/wiki/Merton_(Books)  \n",
       "230      https://expanse.fandom.com/wiki/Felcia_Merton  \n",
       "231       https://expanse.fandom.com/wiki/Jacek_Merton  \n",
       "232       https://expanse.fandom.com/wiki/Lucia_Merton  \n",
       "233  https://expanse.fandom.com/wiki/Michael-Jon_de...  \n",
       "234  https://expanse.fandom.com/wiki/Michio_Pa_(Books)  \n",
       "235   https://expanse.fandom.com/wiki/Mikey_Ko_(Books)  \n",
       "236  https://expanse.fandom.com/wiki/Josephus_Mille...  \n",
       "237              https://expanse.fandom.com/wiki/Miral  \n",
       "238  https://expanse.fandom.com/wiki/Missionary_(Bo...  \n",
       "239      https://expanse.fandom.com/wiki/Moldy_Filters  \n",
       "240       https://expanse.fandom.com/wiki/Mole_(Books)  \n",
       "241     https://expanse.fandom.com/wiki/Mona_Rittenaur  \n",
       "242  https://expanse.fandom.com/wiki/Monica_Stuart_...  \n",
       "243  https://expanse.fandom.com/wiki/Montemayor_(Bo...  \n",
       "244     https://expanse.fandom.com/wiki/Morris_(Books)  \n",
       "245       https://expanse.fandom.com/wiki/Mose_(Books)  \n",
       "246           https://expanse.fandom.com/wiki/Moynahan  \n",
       "247              https://expanse.fandom.com/wiki/Muhan  \n",
       "248       https://expanse.fandom.com/wiki/Nicola_Mulko  \n",
       "249  https://expanse.fandom.com/wiki/Muriel_Cowper_...  \n",
       "250  https://expanse.fandom.com/wiki/Adolphus_Murtr...  \n",
       "251            https://expanse.fandom.com/wiki/Muskrat  \n",
       "252  https://expanse.fandom.com/wiki/Octavia_Muss_(...  \n",
       "253  https://expanse.fandom.com/wiki/Alexi_Myerson-...  \n",
       "254  https://expanse.fandom.com/wiki/Naomi_Nagata_(...  \n",
       "255       https://expanse.fandom.com/wiki/Nami_(Books)  \n",
       "256  https://expanse.fandom.com/wiki/Nathan_Smith_(...  \n",
       "257    https://expanse.fandom.com/wiki/Navarro_(Books)  \n",
       "258       https://expanse.fandom.com/wiki/Albin_Nazari  \n",
       "259         https://expanse.fandom.com/wiki/Nettleford  \n",
       "260  https://expanse.fandom.com/wiki/Augusto_Nguyen...  \n",
       "261  https://expanse.fandom.com/wiki/Nicholas_Truba...  \n",
       "262  https://expanse.fandom.com/wiki/Mina_Njoku_(Bo...  \n",
       "263        https://expanse.fandom.com/wiki/Noel_Mugabo  \n",
       "264       https://expanse.fandom.com/wiki/Nono_(Books)  \n",
       "265       https://expanse.fandom.com/wiki/Okju_(Books)  \n",
       "266  https://expanse.fandom.com/wiki/Elvi_Okoye_(Bo...  \n",
       "267  https://expanse.fandom.com/wiki/Fayez_Okoye-Sa...  \n",
       "268       https://expanse.fandom.com/wiki/Oksana_Busch  \n",
       "269  https://expanse.fandom.com/wiki/Old_Belter_Wom...  \n",
       "270      https://expanse.fandom.com/wiki/Aimee_Ostmann  \n",
       "271  https://expanse.fandom.com/wiki/Lester_Overstreet  \n",
       "272     https://expanse.fandom.com/wiki/Owsley_(Books)  \n",
       "273     https://expanse.fandom.com/wiki/Charles_Parker  \n",
       "274              https://expanse.fandom.com/wiki/Paula  \n",
       "275    https://expanse.fandom.com/wiki/Paula_Gutierrez  \n",
       "276  https://expanse.fandom.com/wiki/Trina_Pilau_(B...  \n",
       "277  https://expanse.fandom.com/wiki/President_of_t...  \n",
       "278  https://expanse.fandom.com/wiki/Prostitute_Ass...  \n",
       "279             https://expanse.fandom.com/wiki/Pycior  \n",
       "280  https://expanse.fandom.com/wiki/Quiana_Karvonides  \n",
       "281           https://expanse.fandom.com/wiki/Quintana  \n",
       "282              https://expanse.fandom.com/wiki/Ramez  \n",
       "283        https://expanse.fandom.com/wiki/Ren_(Books)  \n",
       "284  https://expanse.fandom.com/wiki/Richard_Tseng_...  \n",
       "285       https://expanse.fandom.com/wiki/Rico_(Books)  \n",
       "286            https://expanse.fandom.com/wiki/Roberts  \n",
       "287       https://expanse.fandom.com/wiki/Roma_(Books)  \n",
       "288       https://expanse.fandom.com/wiki/Rona_(Books)  \n",
       "289  https://expanse.fandom.com/wiki/Rosenfeld_Guol...  \n",
       "290       https://expanse.fandom.com/wiki/Belinda_Ross  \n",
       "291    https://expanse.fandom.com/wiki/Rowena_Estancia  \n",
       "292     https://expanse.fandom.com/wiki/Rowman_Perkins  \n",
       "293  https://expanse.fandom.com/wiki/Rugged_Man_(Bo...  \n",
       "294  https://expanse.fandom.com/wiki/Anamarie_Ruiz_...  \n",
       "295    https://expanse.fandom.com/wiki/Sa%27id_(Books)  \n",
       "296               https://expanse.fandom.com/wiki/Saba  \n",
       "297      https://expanse.fandom.com/wiki/Mehmet_Sagale  \n",
       "298              https://expanse.fandom.com/wiki/Salis  \n",
       "299  https://expanse.fandom.com/wiki/Samara_Rosenbe...  \n",
       "300  https://expanse.fandom.com/wiki/Christina_Samu...  \n",
       "301          https://expanse.fandom.com/wiki/Sandra_Ip  \n",
       "302   https://expanse.fandom.com/wiki/Sandrine_Gujarat  \n",
       "303  https://expanse.fandom.com/wiki/Nico_Sanjrani_...  \n",
       "304  https://expanse.fandom.com/wiki/Santiago_Jilie...  \n",
       "305  https://expanse.fandom.com/wiki/Santichai_Supi...  \n",
       "306  https://expanse.fandom.com/wiki/Emily_Santos-B...  \n",
       "307  https://expanse.fandom.com/wiki/Sauveterre_(Bo...  \n",
       "308  https://expanse.fandom.com/wiki/Sematimba_(Books)  \n",
       "309      https://expanse.fandom.com/wiki/Serge_(Books)  \n",
       "310    https://expanse.fandom.com/wiki/Shaddid_(Books)  \n",
       "311  https://expanse.fandom.com/wiki/Silvestari_Cam...  \n",
       "312      https://expanse.fandom.com/wiki/Singh_(Books)  \n",
       "313         https://expanse.fandom.com/wiki/Elsa_Singh  \n",
       "314      https://expanse.fandom.com/wiki/Natalia_Singh  \n",
       "315  https://expanse.fandom.com/wiki/Jae-Eun_Song_(...  \n",
       "316             https://expanse.fandom.com/wiki/Sophie  \n",
       "317     https://expanse.fandom.com/wiki/Soren_Cottwald  \n",
       "318  https://expanse.fandom.com/wiki/Michael_Southe...  \n",
       "319             https://expanse.fandom.com/wiki/Stanni  \n",
       "320     https://expanse.fandom.com/wiki/Stokes_(Books)  \n",
       "321  https://expanse.fandom.com/wiki/Strickland_(Bo...  \n",
       "322      https://expanse.fandom.com/wiki/Sujai_(Books)  \n",
       "323   https://expanse.fandom.com/wiki/Sullivan_(Books)  \n",
       "324   https://expanse.fandom.com/wiki/Sun-yi_Steinberg  \n",
       "325  https://expanse.fandom.com/wiki/Melissa_Supita...  \n",
       "326  https://expanse.fandom.com/wiki/Survivalist_(B...  \n",
       "327  https://expanse.fandom.com/wiki/Susanna_Foyle_...  \n",
       "328      https://expanse.fandom.com/wiki/Suyet_Klinger  \n",
       "329        https://expanse.fandom.com/wiki/Takeshi_Oba  \n",
       "330    https://expanse.fandom.com/wiki/Talissa_(Books)  \n",
       "331             https://expanse.fandom.com/wiki/Tamara  \n",
       "332       https://expanse.fandom.com/wiki/Auden_Tammet  \n",
       "333  https://expanse.fandom.com/wiki/Aliana_Tanaka_...  \n",
       "334           https://expanse.fandom.com/wiki/Tanja_Li  \n",
       "335  https://expanse.fandom.com/wiki/Eric_Tannhause...  \n",
       "336  https://expanse.fandom.com/wiki/Tev_Hillman_(B...  \n",
       "337       https://expanse.fandom.com/wiki/The_Catalyst  \n",
       "338  https://expanse.fandom.com/wiki/The_Investigat...  \n",
       "339  https://expanse.fandom.com/wiki/Theresa_Yao_(B...  \n",
       "340   https://expanse.fandom.com/wiki/Thorsson_(Books)  \n",
       "341              https://expanse.fandom.com/wiki/Timmy  \n",
       "342               https://expanse.fandom.com/wiki/Tjon  \n",
       "343        https://expanse.fandom.com/wiki/Tom_(Books)  \n",
       "344     https://expanse.fandom.com/wiki/Travin_(Books)  \n",
       "345     https://expanse.fandom.com/wiki/Travis_(Books)  \n",
       "346     https://expanse.fandom.com/wiki/Travon_Barrish  \n",
       "347  https://expanse.fandom.com/wiki/Anton_Trejo_(B...  \n",
       "348              https://expanse.fandom.com/wiki/Trinh  \n",
       "349     https://expanse.fandom.com/wiki/Tristan_Reeves  \n",
       "350             https://expanse.fandom.com/wiki/Trying  \n",
       "351        https://expanse.fandom.com/wiki/Cameron_Tur  \n",
       "352               https://expanse.fandom.com/wiki/Uchi  \n",
       "353       https://expanse.fandom.com/wiki/Umea_(Books)  \n",
       "354  https://expanse.fandom.com/wiki/Unknown_charac...  \n",
       "355    https://expanse.fandom.com/wiki/Van_Ark_(Books)  \n",
       "356        https://expanse.fandom.com/wiki/Vandercaust  \n",
       "357     https://expanse.fandom.com/wiki/Vaughn_(Books)  \n",
       "358     https://expanse.fandom.com/wiki/Veronica_Dietz  \n",
       "359  https://expanse.fandom.com/wiki/Category:Viewp...  \n",
       "360  https://expanse.fandom.com/wiki/Annushka_Volov...  \n",
       "361     https://expanse.fandom.com/wiki/Waithe_(Books)  \n",
       "362      https://expanse.fandom.com/wiki/Carlos_Walker  \n",
       "363  https://expanse.fandom.com/wiki/Chandra_Wei_(B...  \n",
       "364            https://expanse.fandom.com/wiki/Wendell  \n",
       "365              https://expanse.fandom.com/wiki/Wendy  \n",
       "366      https://expanse.fandom.com/wiki/William_Sakai  \n",
       "367     https://expanse.fandom.com/wiki/Chris_Williams  \n",
       "368  https://expanse.fandom.com/wiki/Xan_Bisset_(Bo...  \n",
       "369   https://expanse.fandom.com/wiki/Yacobsen_(Books)  \n",
       "370       https://expanse.fandom.com/wiki/Yuri_(Books)  \n",
       "371   https://expanse.fandom.com/wiki/Zach_Kazantzakis  \n",
       "372                https://expanse.fandom.com/wiki/Zep  "
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "characters_df = pd.DataFrame(characters)\n",
    "characters_df"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Cleaning up Character Names with Regex\n",
    "Some of the character names include parentesis with extra information, for example, (Books) means that the character only appears in the books (and not in the TV series).\n",
    "\n",
    "The driver also picked up a couple rows which are not character names, like \"Characters that appear only in books\", so I've dropped those."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "#removing the text within paretheses\n",
    "characters_df.character_name = characters_df.character_name.apply(lambda x: re.sub(\"[\\(].*?[\\)]\", \"\", x))\n",
    "characters_df['first_name'] = characters_df.character_name.apply(lambda x: x.split(' ', 1)[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "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>character_name</th>\n",
       "      <th>url</th>\n",
       "      <th>first_name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Characters renamed for TV</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Characters_ren...</td>\n",
       "      <td>Characters</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Aaman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aaman</td>\n",
       "      <td>Aaman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Aaron</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aaron_(Books)</td>\n",
       "      <td>Aaron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Abril</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Abril_(Books)</td>\n",
       "      <td>Abril</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ade Tukunbo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ade_Tukunbo_(B...</td>\n",
       "      <td>Ade</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Adiki-Sandoval</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adiki-Sandoval</td>\n",
       "      <td>Adiki-Sandoval</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Adiyah</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adiyah_(Books)</td>\n",
       "      <td>Adiyah</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Admiral Milan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Admiral_Milan</td>\n",
       "      <td>Admiral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Agnete</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Agnete</td>\n",
       "      <td>Agnete</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Carl al-Dujaili</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carl_al-Dujail...</td>\n",
       "      <td>Carl</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Al-Farmi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Al-Farmi_(Books)</td>\n",
       "      <td>Al-Farmi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Evelyn Albert</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evelyn_Albert_...</td>\n",
       "      <td>Evelyn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Alberto Correa</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alberto_Correa...</td>\n",
       "      <td>Alberto</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Alexander Verbinski</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alexander_Verb...</td>\n",
       "      <td>Alexander</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Charles Jacob Allen</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charles_Jacob_...</td>\n",
       "      <td>Charles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Lydia Allen</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lydia_Allen_(B...</td>\n",
       "      <td>Lydia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Althea Ecco</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Althea_Ecco_(B...</td>\n",
       "      <td>Althea</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Alyn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alyn_(Books)</td>\n",
       "      <td>Alyn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Ami Henders</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ami_Henders</td>\n",
       "      <td>Ami</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Amy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Amy_(Books)</td>\n",
       "      <td>Amy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Kasim Andrada</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kasim_Andrada</td>\n",
       "      <td>Kasim</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Andrew</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Andrew_(Books)</td>\n",
       "      <td>Andrew</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Annamarie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Annamarie</td>\n",
       "      <td>Annamarie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Anton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anton</td>\n",
       "      <td>Anton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Arbrecht</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arbrecht_(Books)</td>\n",
       "      <td>Arbrecht</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Arjun</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arjun_(Books)</td>\n",
       "      <td>Arjun</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Arnold Mfume</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arnold_Mfume</td>\n",
       "      <td>Arnold</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Ashanti</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ashanti_(Books)</td>\n",
       "      <td>Ashanti</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Asher Kamamatsu</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Asher_Kamamats...</td>\n",
       "      <td>Asher</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Ashford</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ashford_(Books)</td>\n",
       "      <td>Ashford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Augustin Balecheck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Augustin_Balec...</td>\n",
       "      <td>Augustin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Chrisjen Avasarala</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chrisjen_Avasa...</td>\n",
       "      <td>Chrisjen</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Carlos c de Baca</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlos_c_de_Ba...</td>\n",
       "      <td>Carlos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Bakari Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bakari_Kamal</td>\n",
       "      <td>Bakari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Barry Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Barry_Li</td>\n",
       "      <td>Barry</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Fermín Beltran</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ferm%C3%ADn_Be...</td>\n",
       "      <td>Fermín</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Bertold</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bertold_(Books)</td>\n",
       "      <td>Bertold</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Bhalki</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bhalki_(Books)</td>\n",
       "      <td>Bhalki</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Biryar Rittenaur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Biryar_Rittenaur</td>\n",
       "      <td>Biryar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Cara Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cara_Bisset_(B...</td>\n",
       "      <td>Cara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Blanca</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Blanca</td>\n",
       "      <td>Blanca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Boss Thug</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Boss_Thug_(Books)</td>\n",
       "      <td>Boss</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Botton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Botton</td>\n",
       "      <td>Botton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Doris Bourne</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Doris_Bourne_(...</td>\n",
       "      <td>Doris</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Bouthers</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bouthers_(Books)</td>\n",
       "      <td>Bouthers</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Brown</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Brown_(Books)</td>\n",
       "      <td>Brown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Burton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Burton</td>\n",
       "      <td>Burton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Amos Burton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Amos_Burton_(B...</td>\n",
       "      <td>Amos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Rebecca Byers</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rebecca_Byers_...</td>\n",
       "      <td>Rebecca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>C.J.</td>\n",
       "      <td>https://expanse.fandom.com/wiki/C.J.</td>\n",
       "      <td>C.J.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Caesar</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caesar_(Books)</td>\n",
       "      <td>Caesar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Cameron</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_(Books)</td>\n",
       "      <td>Cameron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Cameron Paj</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_Paj_(B...</td>\n",
       "      <td>Cameron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Captain Burnham</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Captain_Burnham</td>\n",
       "      <td>Captain</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Carlisle Hayyam</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlisle_Hayyam</td>\n",
       "      <td>Carlisle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Carmichael</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carmichael</td>\n",
       "      <td>Carmichael</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Carrie Fisk</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carrie_Fisk</td>\n",
       "      <td>Carrie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Caspar Asoau</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caspar_Asoau</td>\n",
       "      <td>Caspar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Cass</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cass_(Books)</td>\n",
       "      <td>Cass</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Elio Casti</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elio_Casti_(Bo...</td>\n",
       "      <td>Elio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Caton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caton</td>\n",
       "      <td>Caton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Caudel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caudel</td>\n",
       "      <td>Caudel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Category:Characters expected to appear on TV</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Category:Chara...</td>\n",
       "      <td>Category:Characters</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Category:Characters not mentioned in books</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Category:Chara...</td>\n",
       "      <td>Category:Characters</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Charanpal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charanpal_(Books)</td>\n",
       "      <td>Charanpal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Bomie Chatterjee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bomie_Chatterjee</td>\n",
       "      <td>Bomie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Michelle Cheval</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michelle_Cheval</td>\n",
       "      <td>Michelle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Carol Chiwewe</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carol_Chiwewe_...</td>\n",
       "      <td>Carol</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Choudhary</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Choudhary</td>\n",
       "      <td>Choudhary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Christina Huang Samuels</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Christina_Huan...</td>\n",
       "      <td>Christina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Chuchu</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuchu</td>\n",
       "      <td>Chuchu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Chuck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuck_(Caliban...</td>\n",
       "      <td>Chuck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Chuck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuck_(Tiamat%...</td>\n",
       "      <td>Chuck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Chucky Snails</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chucky_Snails</td>\n",
       "      <td>Chucky</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Clip</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Clip_(Books)</td>\n",
       "      <td>Clip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Connor Weigel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Connor_Weigel</td>\n",
       "      <td>Connor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Coombs</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Coombs_(Books)</td>\n",
       "      <td>Coombs</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Coop</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Coop_(Books)</td>\n",
       "      <td>Coop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Safwan Cork</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Safwan_Cork</td>\n",
       "      <td>Safwan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Hector Cortez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hector_Cortez_...</td>\n",
       "      <td>Hector</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Paolo Cortázar</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paolo_Cort%C3%...</td>\n",
       "      <td>Paolo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Cotyar</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cotyar_(Books)</td>\n",
       "      <td>Cotyar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Cyn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cyn_(Books)</td>\n",
       "      <td>Cyn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Darius</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Darius_(Books)</td>\n",
       "      <td>Darius</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Darren</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Darren_(Books)</td>\n",
       "      <td>Darren</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Dave</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dave</td>\n",
       "      <td>Dave</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Davenport</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Davenport</td>\n",
       "      <td>Davenport</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>David Artemis Kuhn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/David_Artemis_...</td>\n",
       "      <td>David</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Anderson Dawes</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anderson_Dawes...</td>\n",
       "      <td>Anderson</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Category:Deceased</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Category:Decea...</td>\n",
       "      <td>Category:Deceased</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>Diecisete</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Diecisete_(Books)</td>\n",
       "      <td>Diecisete</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Dimitri</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dimitri</td>\n",
       "      <td>Dimitri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Diogo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Diogo_(Books)</td>\n",
       "      <td>Diogo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Dookie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dookie_(Books)</td>\n",
       "      <td>Dookie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Dot Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dot_Bisset</td>\n",
       "      <td>Dot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Ben Draper</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ben_Draper_(Bo...</td>\n",
       "      <td>Ben</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Bobbie Draper</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bobbie_Draper_...</td>\n",
       "      <td>Bobbie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>David Draper</td>\n",
       "      <td>https://expanse.fandom.com/wiki/David_Draper_(...</td>\n",
       "      <td>David</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Antony Dresden</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Antony_Dresden...</td>\n",
       "      <td>Antony</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Drexler</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Drexler_(Books)</td>\n",
       "      <td>Drexler</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Camina Drummer</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Camina_Drummer...</td>\n",
       "      <td>Camina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Teresa Duarte</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Teresa_Duarte_...</td>\n",
       "      <td>Teresa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Winston Duarte</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Winston_Duarte...</td>\n",
       "      <td>Winston</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Dust Runners</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dust_Runners</td>\n",
       "      <td>Dust</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Eduard Hopkins</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Eduard_Hopkins</td>\n",
       "      <td>Eduard</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Elise</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elise_(Books)</td>\n",
       "      <td>Elise</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Emily Babbage</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Babbage_...</td>\n",
       "      <td>Emily</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>Emily Richards</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Richards...</td>\n",
       "      <td>Emily</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>Emma Zomorodi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emma_Zomorodi</td>\n",
       "      <td>Emma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>Solomon Epstein</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Solomon_Epstei...</td>\n",
       "      <td>Solomon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>Erich</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Erich_(Books)</td>\n",
       "      <td>Erich</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>Ernz</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ernz_(Books)</td>\n",
       "      <td>Ernz</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>Sadavir Errinwright</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sadavir_Errinw...</td>\n",
       "      <td>Sadavir</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>Caitlin Esquibel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caitlin_Esquib...</td>\n",
       "      <td>Caitlin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>Esteban Sorrento-Gillis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Esteban_Sorren...</td>\n",
       "      <td>Esteban</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>Evans Garner-Choi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evans_Garner-Choi</td>\n",
       "      <td>Evans</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>Evita Jung</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evita_Jung_(Bo...</td>\n",
       "      <td>Evita</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>Ezio Rodriguez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ezio_Rodriguez...</td>\n",
       "      <td>Ezio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>Tilly Fagan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tilly_Fagan_(B...</td>\n",
       "      <td>Tilly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>Father Michel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Father_Michel</td>\n",
       "      <td>Father</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>Flunky Thug</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Flunky_Thug_(B...</td>\n",
       "      <td>Flunky</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>Fong</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fong_(Books)</td>\n",
       "      <td>Fong</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>Foster Sales</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Foster_Sales</td>\n",
       "      <td>Foster</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>Gabby Smalls</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gabby_Smalls_(...</td>\n",
       "      <td>Gabby</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>Nancy Gao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nancy_Gao_(Books)</td>\n",
       "      <td>Nancy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>Shed Garvey</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Shed_Garvey_(B...</td>\n",
       "      <td>Shed</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>Gary Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gary_Bisset_(B...</td>\n",
       "      <td>Gary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>George Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/George_Li</td>\n",
       "      <td>George</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>Gia</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gia</td>\n",
       "      <td>Gia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>Giselle</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Giselle</td>\n",
       "      <td>Giselle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>Givens</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Givens</td>\n",
       "      <td>Givens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>Rini Glaudin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rini_Glaudin</td>\n",
       "      <td>Rini</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>Gomez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gomez_(Books)</td>\n",
       "      <td>Gomez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>Liang Goodfortune</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Liang_Goodfort...</td>\n",
       "      <td>Liang</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>Gor Droga</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gor_Droga</td>\n",
       "      <td>Gor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>Gourab</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gourab_(Books)</td>\n",
       "      <td>Gourab</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>Governor Kwan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Governor_Kwan_...</td>\n",
       "      <td>Governor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>Graves</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Graves</td>\n",
       "      <td>Graves</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>Grover Balakrishnan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Grover_Balakri...</td>\n",
       "      <td>Grover</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>Guthrie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Guthrie</td>\n",
       "      <td>Guthrie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>Alonzo Guzman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alonzo_Guzman</td>\n",
       "      <td>Alonzo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>Hardberger</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hardberger_(Bo...</td>\n",
       "      <td>Hardberger</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>Harshaan Lee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Harshaan_Lee</td>\n",
       "      <td>Harshaan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>Dimitri Havelock</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dimitri_Havelo...</td>\n",
       "      <td>Dimitri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Kaarlo Henderson-Charles</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kaarlo_Henders...</td>\n",
       "      <td>Kaarlo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Hinekiri Brown</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hinekiri_Brown...</td>\n",
       "      <td>Hinekiri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>Hogan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hogan</td>\n",
       "      <td>Hogan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>James Holden</td>\n",
       "      <td>https://expanse.fandom.com/wiki/James_Holden_(...</td>\n",
       "      <td>James</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Taryn Hong</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Taryn_Hong_(Bo...</td>\n",
       "      <td>Taryn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>Payne Houston</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Payne_Houston_...</td>\n",
       "      <td>Payne</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>Hutch</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hutch_(Books)</td>\n",
       "      <td>Hutch</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>Jason Ilich</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jason_Ilich</td>\n",
       "      <td>Jason</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>Imari</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Imari</td>\n",
       "      <td>Imari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>Filip Inaros</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Filip_Inaros_(...</td>\n",
       "      <td>Filip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>Marco Inaros</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marco_Inaros_(...</td>\n",
       "      <td>Marco</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>Iwasa</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Iwasa_(Books)</td>\n",
       "      <td>Iwasa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>Jackson</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jackson_(Books)</td>\n",
       "      <td>Jackson</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>Jakulski</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jakulski</td>\n",
       "      <td>Jakulski</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>Jandro</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jandro_(Books)</td>\n",
       "      <td>Jandro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>Jasira</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jasira</td>\n",
       "      <td>Jasira</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>Jehon Dzurban</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jehon_Dzurban</td>\n",
       "      <td>Jehon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>Jen Lively</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jen_Lively</td>\n",
       "      <td>Jen</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>Jianguo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jianguo_(Books)</td>\n",
       "      <td>Jianguo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>Jila Sorormaya</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jila_Sorormaya</td>\n",
       "      <td>Jila</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>Jillian Houston</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jillian_Housto...</td>\n",
       "      <td>Jillian</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>Fred Johnson</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fred_Johnson_(...</td>\n",
       "      <td>Fred</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>Jones</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jones_(Books)</td>\n",
       "      <td>Jones</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>Jordao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jordao_(Books)</td>\n",
       "      <td>Jordao</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>Josep</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josep_(Books)</td>\n",
       "      <td>Josep</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>Joseph</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Joseph</td>\n",
       "      <td>Joseph</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>Josie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josie</td>\n",
       "      <td>Josie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>Juarez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Juarez_(Books)</td>\n",
       "      <td>Juarez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>Manéo Jung-Espinoza</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Man%C3%A9o_Jun...</td>\n",
       "      <td>Manéo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>Alex Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alex_Kamal_(Bo...</td>\n",
       "      <td>Alex</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>Rohi Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rohi_Kamal</td>\n",
       "      <td>Rohi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>Kanter</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kanter_(Books)</td>\n",
       "      <td>Kanter</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>Karal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Karal_(Books)</td>\n",
       "      <td>Karal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>Kasik</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kasik</td>\n",
       "      <td>Kasik</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>Katoa Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Katoa_Merton_(...</td>\n",
       "      <td>Katoa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>Katria Mendez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Katria_Mendez</td>\n",
       "      <td>Katria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>Ian Kefilwe</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ian_Kefilwe</td>\n",
       "      <td>Ian</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>Kelly</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kelly_(Books)</td>\n",
       "      <td>Kelly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>Kenzi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kenzi_(Books)</td>\n",
       "      <td>Kenzi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>Kibushi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kibushi_(Books)</td>\n",
       "      <td>Kibushi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>Kiki</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kiki_(Books)</td>\n",
       "      <td>Kiki</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>Acacia Kindermann</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Acacia_Kindermann</td>\n",
       "      <td>Acacia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>Kip</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kip</td>\n",
       "      <td>Kip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>Kit Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kit_Kamal</td>\n",
       "      <td>Kit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>Muhammed Klein</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muhammed_Klein...</td>\n",
       "      <td>Muhammed</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>Kofi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kofi_(Books)</td>\n",
       "      <td>Kofi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>Konecheck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Konecheck_(Books)</td>\n",
       "      <td>Konecheck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>Benedito Lafflin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Benedito_Laffl...</td>\n",
       "      <td>Benedito</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>Onni Langstiver</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Onni_Langstive...</td>\n",
       "      <td>Onni</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>Lara Kasten</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lara_Kasten</td>\n",
       "      <td>Lara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>Le</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Le_(Books)</td>\n",
       "      <td>Le</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>Jon Lee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jon_Lee_(Books)</td>\n",
       "      <td>Jon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>Jona Lee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jona_Lee</td>\n",
       "      <td>Jona</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>Leelee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Leelee_(Books)</td>\n",
       "      <td>Leelee</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>Lester</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lester_(Books)</td>\n",
       "      <td>Lester</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>Levi Watts</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Levi_Watts_(Bo...</td>\n",
       "      <td>Levi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>Ekko Levy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ekko_Levy</td>\n",
       "      <td>Ekko</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>Leward</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Leward_(Books)</td>\n",
       "      <td>Leward</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>Wan Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wan_Li_(Books)</td>\n",
       "      <td>Wan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>Little Girl's Father</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Little_Girl%27...</td>\n",
       "      <td>Little</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>Lodge</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lodge_(Books)</td>\n",
       "      <td>Lodge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>Chava Lombaugh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chava_Lombaugh</td>\n",
       "      <td>Chava</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>Long</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Long</td>\n",
       "      <td>Long</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>Lopez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lopez_(Books)</td>\n",
       "      <td>Lopez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>Ma</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ma_(Books)</td>\n",
       "      <td>Ma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>Anthea Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anthea_Mao</td>\n",
       "      <td>Anthea</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>Ariadne Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ariadne_Mao</td>\n",
       "      <td>Ariadne</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>Clarissa Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Clarissa_Mao_(...</td>\n",
       "      <td>Clarissa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>Jules-Pierre Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jules-Pierre_M...</td>\n",
       "      <td>Jules-Pierre</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>Julie Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Julie_Mao_(Books)</td>\n",
       "      <td>Julie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>Michael Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael_Mao</td>\n",
       "      <td>Michael</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>Petyr Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Petyr_Mao</td>\n",
       "      <td>Petyr</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>Marama Brown</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marama_Brown_(...</td>\n",
       "      <td>Marama</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>Semple Marks</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Semple_Marks</td>\n",
       "      <td>Semple</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>Marrel Imvic</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marrel_Imvic</td>\n",
       "      <td>Marrel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Martens</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Martens_(Books)</td>\n",
       "      <td>Martens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Fernand Massey</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fernand_Massey</td>\n",
       "      <td>Fernand</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Mateo Judd</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mateo_Judd</td>\n",
       "      <td>Mateo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Maura Patel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Maura_Patel</td>\n",
       "      <td>Maura</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>McBride</td>\n",
       "      <td>https://expanse.fandom.com/wiki/McBride</td>\n",
       "      <td>McBride</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Ahmed McCahill</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ahmed_McCahill...</td>\n",
       "      <td>Ahmed</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>McDowell</td>\n",
       "      <td>https://expanse.fandom.com/wiki/McDowell_(Books)</td>\n",
       "      <td>McDowell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>Mellin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mellin_(Books)</td>\n",
       "      <td>Mellin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Mei Meng</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mei_Meng_(Books)</td>\n",
       "      <td>Mei</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>Praxidike Meng</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Praxidike_Meng...</td>\n",
       "      <td>Praxidike</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Merton_(Books)</td>\n",
       "      <td>Merton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Felcia Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Felcia_Merton</td>\n",
       "      <td>Felcia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Jacek Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jacek_Merton</td>\n",
       "      <td>Jacek</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Lucia Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lucia_Merton</td>\n",
       "      <td>Lucia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Michael-Jon de Uturbé</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael-Jon_de...</td>\n",
       "      <td>Michael-Jon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Michio Pa</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michio_Pa_(Books)</td>\n",
       "      <td>Michio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>Mikey Ko</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mikey_Ko_(Books)</td>\n",
       "      <td>Mikey</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Josephus Miller</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josephus_Mille...</td>\n",
       "      <td>Josephus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Miral</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Miral</td>\n",
       "      <td>Miral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>Missionary</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Missionary_(Bo...</td>\n",
       "      <td>Missionary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Moldy Filters</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Moldy_Filters</td>\n",
       "      <td>Moldy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>Mole</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mole_(Books)</td>\n",
       "      <td>Mole</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Mona Rittenaur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mona_Rittenaur</td>\n",
       "      <td>Mona</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>Monica Stuart</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Monica_Stuart_...</td>\n",
       "      <td>Monica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Montemayor</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Montemayor_(Bo...</td>\n",
       "      <td>Montemayor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Morris</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Morris_(Books)</td>\n",
       "      <td>Morris</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>Mose</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mose_(Books)</td>\n",
       "      <td>Mose</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Moynahan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Moynahan</td>\n",
       "      <td>Moynahan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Muhan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muhan</td>\n",
       "      <td>Muhan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Nicola Mulko</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nicola_Mulko</td>\n",
       "      <td>Nicola</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>Muriel Cowper</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muriel_Cowper_...</td>\n",
       "      <td>Muriel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>Adolphus Murtry</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adolphus_Murtr...</td>\n",
       "      <td>Adolphus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>Muskrat</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muskrat</td>\n",
       "      <td>Muskrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>Octavia Muss</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Octavia_Muss_(...</td>\n",
       "      <td>Octavia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>Alexi Myerson-Freud</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alexi_Myerson-...</td>\n",
       "      <td>Alexi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>Naomi Nagata</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Naomi_Nagata_(...</td>\n",
       "      <td>Naomi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>Nami</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nami_(Books)</td>\n",
       "      <td>Nami</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>Nathan Smith</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nathan_Smith_(...</td>\n",
       "      <td>Nathan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>Navarro</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Navarro_(Books)</td>\n",
       "      <td>Navarro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>Albin Nazari</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Albin_Nazari</td>\n",
       "      <td>Albin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>Nettleford</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nettleford</td>\n",
       "      <td>Nettleford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>Augusto Nguyen</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Augusto_Nguyen...</td>\n",
       "      <td>Augusto</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>Nicholas Trubachev</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nicholas_Truba...</td>\n",
       "      <td>Nicholas</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>Mina Njoku</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mina_Njoku_(Bo...</td>\n",
       "      <td>Mina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>Noel Mugabo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Noel_Mugabo</td>\n",
       "      <td>Noel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>Nono</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nono_(Books)</td>\n",
       "      <td>Nono</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>Okju</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Okju_(Books)</td>\n",
       "      <td>Okju</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>Elvi Okoye</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elvi_Okoye_(Bo...</td>\n",
       "      <td>Elvi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>Fayez Okoye-Sarkis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fayez_Okoye-Sa...</td>\n",
       "      <td>Fayez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>Oksana Busch</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Oksana_Busch</td>\n",
       "      <td>Oksana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>Old Belter Woman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Old_Belter_Wom...</td>\n",
       "      <td>Old</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>Aimee Ostmann</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aimee_Ostmann</td>\n",
       "      <td>Aimee</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>Lester Overstreet</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lester_Overstreet</td>\n",
       "      <td>Lester</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>Owsley</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Owsley_(Books)</td>\n",
       "      <td>Owsley</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>Charles Parker</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charles_Parker</td>\n",
       "      <td>Charles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>Paula</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paula</td>\n",
       "      <td>Paula</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>Paula Gutierrez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paula_Gutierrez</td>\n",
       "      <td>Paula</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>Trina Pilau</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trina_Pilau_(B...</td>\n",
       "      <td>Trina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>President of the Transport Union</td>\n",
       "      <td>https://expanse.fandom.com/wiki/President_of_t...</td>\n",
       "      <td>President</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>Prostitute Assassin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Prostitute_Ass...</td>\n",
       "      <td>Prostitute</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>Pycior</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Pycior</td>\n",
       "      <td>Pycior</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>Quiana Karvonides</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Quiana_Karvonides</td>\n",
       "      <td>Quiana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>Quintana</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Quintana</td>\n",
       "      <td>Quintana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>Ramez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ramez</td>\n",
       "      <td>Ramez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>Ren</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ren_(Books)</td>\n",
       "      <td>Ren</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>Richard Tseng</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Richard_Tseng_...</td>\n",
       "      <td>Richard</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>Rico</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rico_(Books)</td>\n",
       "      <td>Rico</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>Roberts</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Roberts</td>\n",
       "      <td>Roberts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>Roma</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Roma_(Books)</td>\n",
       "      <td>Roma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>Rona</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rona_(Books)</td>\n",
       "      <td>Rona</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>Rosenfeld Guoliang</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rosenfeld_Guol...</td>\n",
       "      <td>Rosenfeld</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>Belinda Ross</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Belinda_Ross</td>\n",
       "      <td>Belinda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>Rowena Estancia</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rowena_Estancia</td>\n",
       "      <td>Rowena</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>Rowman Perkins</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rowman_Perkins</td>\n",
       "      <td>Rowman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>Rugged Man</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rugged_Man_(Bo...</td>\n",
       "      <td>Rugged</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>Anamarie Ruiz</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anamarie_Ruiz_...</td>\n",
       "      <td>Anamarie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>Sa'id</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sa%27id_(Books)</td>\n",
       "      <td>Sa'id</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>Saba</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Saba</td>\n",
       "      <td>Saba</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>Mehmet Sagale</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mehmet_Sagale</td>\n",
       "      <td>Mehmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>Salis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Salis</td>\n",
       "      <td>Salis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>Samara Rosenberg</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Samara_Rosenbe...</td>\n",
       "      <td>Samara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>Christina Samuels</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Christina_Samu...</td>\n",
       "      <td>Christina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>Sandra Ip</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sandra_Ip</td>\n",
       "      <td>Sandra</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>Sandrine Gujarat</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sandrine_Gujarat</td>\n",
       "      <td>Sandrine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>Nico Sanjrani</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nico_Sanjrani_...</td>\n",
       "      <td>Nico</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>Santiago Jilie Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Santiago_Jilie...</td>\n",
       "      <td>Santiago</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>Santichai Supitayaporn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Santichai_Supi...</td>\n",
       "      <td>Santichai</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>Emily Santos-Baca</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Santos-B...</td>\n",
       "      <td>Emily</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>Sauveterre</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sauveterre_(Bo...</td>\n",
       "      <td>Sauveterre</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>Sematimba</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sematimba_(Books)</td>\n",
       "      <td>Sematimba</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>Serge</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Serge_(Books)</td>\n",
       "      <td>Serge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>Shaddid</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Shaddid_(Books)</td>\n",
       "      <td>Shaddid</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>Silvestari Campos</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Silvestari_Cam...</td>\n",
       "      <td>Silvestari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Singh_(Books)</td>\n",
       "      <td>Singh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>Elsa Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elsa_Singh</td>\n",
       "      <td>Elsa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>Natalia Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Natalia_Singh</td>\n",
       "      <td>Natalia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>Jae-Eun Song</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jae-Eun_Song_(...</td>\n",
       "      <td>Jae-Eun</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>Sophie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sophie</td>\n",
       "      <td>Sophie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>Soren Cottwald</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Soren_Cottwald</td>\n",
       "      <td>Soren</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>Michael Souther</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael_Southe...</td>\n",
       "      <td>Michael</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>Stanni</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Stanni</td>\n",
       "      <td>Stanni</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>Stokes</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Stokes_(Books)</td>\n",
       "      <td>Stokes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>Strickland</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Strickland_(Bo...</td>\n",
       "      <td>Strickland</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>Sujai</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sujai_(Books)</td>\n",
       "      <td>Sujai</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>Sullivan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sullivan_(Books)</td>\n",
       "      <td>Sullivan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>Sun-yi Steinberg</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sun-yi_Steinberg</td>\n",
       "      <td>Sun-yi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>Melissa Supitayaporn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Melissa_Supita...</td>\n",
       "      <td>Melissa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>Survivalist</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Survivalist_(B...</td>\n",
       "      <td>Survivalist</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>Susanna Foyle</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Susanna_Foyle_...</td>\n",
       "      <td>Susanna</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>Suyet Klinger</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Suyet_Klinger</td>\n",
       "      <td>Suyet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>Takeshi Oba</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Takeshi_Oba</td>\n",
       "      <td>Takeshi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>Talissa</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Talissa_(Books)</td>\n",
       "      <td>Talissa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>Tamara</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tamara</td>\n",
       "      <td>Tamara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>Auden Tammet</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Auden_Tammet</td>\n",
       "      <td>Auden</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>Aliana Tanaka</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aliana_Tanaka_...</td>\n",
       "      <td>Aliana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>Tanja Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tanja_Li</td>\n",
       "      <td>Tanja</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>Eric Tannhauser</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Eric_Tannhause...</td>\n",
       "      <td>Eric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>Tev Hillman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tev_Hillman_(B...</td>\n",
       "      <td>Tev</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>The Catalyst</td>\n",
       "      <td>https://expanse.fandom.com/wiki/The_Catalyst</td>\n",
       "      <td>The</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>The Investigator</td>\n",
       "      <td>https://expanse.fandom.com/wiki/The_Investigat...</td>\n",
       "      <td>The</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>Theresa Yao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Theresa_Yao_(B...</td>\n",
       "      <td>Theresa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>Thorsson</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Thorsson_(Books)</td>\n",
       "      <td>Thorsson</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>Timmy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Timmy</td>\n",
       "      <td>Timmy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>Tjon</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tjon</td>\n",
       "      <td>Tjon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>Tom</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tom_(Books)</td>\n",
       "      <td>Tom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>Travin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travin_(Books)</td>\n",
       "      <td>Travin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>Travis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travis_(Books)</td>\n",
       "      <td>Travis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>Travon Barrish</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travon_Barrish</td>\n",
       "      <td>Travon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>Anton Trejo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anton_Trejo_(B...</td>\n",
       "      <td>Anton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>Trinh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trinh</td>\n",
       "      <td>Trinh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>Tristan Reeves</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tristan_Reeves</td>\n",
       "      <td>Tristan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>Trying</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trying</td>\n",
       "      <td>Trying</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>Cameron Tur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_Tur</td>\n",
       "      <td>Cameron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>Uchi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Uchi</td>\n",
       "      <td>Uchi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>Umea</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Umea_(Books)</td>\n",
       "      <td>Umea</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>Unknown character</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Unknown_charac...</td>\n",
       "      <td>Unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>Van Ark</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Van_Ark_(Books)</td>\n",
       "      <td>Van</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>356</th>\n",
       "      <td>Vandercaust</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Vandercaust</td>\n",
       "      <td>Vandercaust</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>Vaughn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Vaughn_(Books)</td>\n",
       "      <td>Vaughn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>Veronica Dietz</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Veronica_Dietz</td>\n",
       "      <td>Veronica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359</th>\n",
       "      <td>Category:Viewpoint characters</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Category:Viewp...</td>\n",
       "      <td>Category:Viewpoint</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Annushka Volovodov</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Annushka_Volov...</td>\n",
       "      <td>Annushka</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Waithe</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Waithe_(Books)</td>\n",
       "      <td>Waithe</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Carlos Walker</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlos_Walker</td>\n",
       "      <td>Carlos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>Chandra Wei</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chandra_Wei_(B...</td>\n",
       "      <td>Chandra</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>Wendell</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wendell</td>\n",
       "      <td>Wendell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>Wendy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wendy</td>\n",
       "      <td>Wendy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>366</th>\n",
       "      <td>William Sakai</td>\n",
       "      <td>https://expanse.fandom.com/wiki/William_Sakai</td>\n",
       "      <td>William</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>Chris Williams</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chris_Williams</td>\n",
       "      <td>Chris</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>Xan Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Xan_Bisset_(Bo...</td>\n",
       "      <td>Xan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>Yacobsen</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Yacobsen_(Books)</td>\n",
       "      <td>Yacobsen</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>Yuri</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Yuri_(Books)</td>\n",
       "      <td>Yuri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>Zach Kazantzakis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Zach_Kazantzakis</td>\n",
       "      <td>Zach</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>Zep</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Zep</td>\n",
       "      <td>Zep</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   character_name  \\\n",
       "0                       Characters renamed for TV   \n",
       "1                                           Aaman   \n",
       "2                                          Aaron    \n",
       "3                                          Abril    \n",
       "4                                    Ade Tukunbo    \n",
       "5                                  Adiki-Sandoval   \n",
       "6                                         Adiyah    \n",
       "7                                   Admiral Milan   \n",
       "8                                          Agnete   \n",
       "9                                Carl al-Dujaili    \n",
       "10                                      Al-Farmi    \n",
       "11                                 Evelyn Albert    \n",
       "12                                Alberto Correa    \n",
       "13                           Alexander Verbinski    \n",
       "14                           Charles Jacob Allen    \n",
       "15                                   Lydia Allen    \n",
       "16                                   Althea Ecco    \n",
       "17                                          Alyn    \n",
       "18                                    Ami Henders   \n",
       "19                                           Amy    \n",
       "20                                  Kasim Andrada   \n",
       "21                                        Andrew    \n",
       "22                                      Annamarie   \n",
       "23                                          Anton   \n",
       "24                                      Arbrecht    \n",
       "25                                         Arjun    \n",
       "26                                   Arnold Mfume   \n",
       "27                                       Ashanti    \n",
       "28                               Asher Kamamatsu    \n",
       "29                                       Ashford    \n",
       "30                             Augustin Balecheck   \n",
       "31                            Chrisjen Avasarala    \n",
       "32                              Carlos c de Baca    \n",
       "33                                   Bakari Kamal   \n",
       "34                                       Barry Li   \n",
       "35                                Fermín Beltran    \n",
       "36                                       Bertold    \n",
       "37                                        Bhalki    \n",
       "38                               Biryar Rittenaur   \n",
       "39                                   Cara Bisset    \n",
       "40                                         Blanca   \n",
       "41                                     Boss Thug    \n",
       "42                                         Botton   \n",
       "43                                  Doris Bourne    \n",
       "44                                      Bouthers    \n",
       "45                                         Brown    \n",
       "46                                         Burton   \n",
       "47                                   Amos Burton    \n",
       "48                                 Rebecca Byers    \n",
       "49                                           C.J.   \n",
       "50                                        Caesar    \n",
       "51                                       Cameron    \n",
       "52                                   Cameron Paj    \n",
       "53                                Captain Burnham   \n",
       "54                                Carlisle Hayyam   \n",
       "55                                     Carmichael   \n",
       "56                                    Carrie Fisk   \n",
       "57                                   Caspar Asoau   \n",
       "58                                          Cass    \n",
       "59                                    Elio Casti    \n",
       "60                                          Caton   \n",
       "61                                         Caudel   \n",
       "62   Category:Characters expected to appear on TV   \n",
       "63     Category:Characters not mentioned in books   \n",
       "64                                     Charanpal    \n",
       "65                               Bomie Chatterjee   \n",
       "66                                Michelle Cheval   \n",
       "67                                 Carol Chiwewe    \n",
       "68                                      Choudhary   \n",
       "69                        Christina Huang Samuels   \n",
       "70                                         Chuchu   \n",
       "71                                         Chuck    \n",
       "72                                         Chuck    \n",
       "73                                  Chucky Snails   \n",
       "74                                          Clip    \n",
       "75                                  Connor Weigel   \n",
       "76                                        Coombs    \n",
       "77                                          Coop    \n",
       "78                                    Safwan Cork   \n",
       "79                                 Hector Cortez    \n",
       "80                                Paolo Cortázar    \n",
       "81                                        Cotyar    \n",
       "82                                           Cyn    \n",
       "83                                        Darius    \n",
       "84                                        Darren    \n",
       "85                                           Dave   \n",
       "86                                      Davenport   \n",
       "87                            David Artemis Kuhn    \n",
       "88                                Anderson Dawes    \n",
       "89                             Category:Deceased    \n",
       "90                                     Diecisete    \n",
       "91                                        Dimitri   \n",
       "92                                         Diogo    \n",
       "93                                        Dookie    \n",
       "94                                     Dot Bisset   \n",
       "95                                    Ben Draper    \n",
       "96                                 Bobbie Draper    \n",
       "97                                  David Draper    \n",
       "98                                Antony Dresden    \n",
       "99                                       Drexler    \n",
       "100                               Camina Drummer    \n",
       "101                                Teresa Duarte    \n",
       "102                               Winston Duarte    \n",
       "103                                  Dust Runners   \n",
       "104                                Eduard Hopkins   \n",
       "105                                        Elise    \n",
       "106                                Emily Babbage    \n",
       "107                               Emily Richards    \n",
       "108                                 Emma Zomorodi   \n",
       "109                              Solomon Epstein    \n",
       "110                                        Erich    \n",
       "111                                         Ernz    \n",
       "112                          Sadavir Errinwright    \n",
       "113                             Caitlin Esquibel    \n",
       "114                      Esteban Sorrento-Gillis    \n",
       "115                             Evans Garner-Choi   \n",
       "116                                   Evita Jung    \n",
       "117                               Ezio Rodriguez    \n",
       "118                                  Tilly Fagan    \n",
       "119                                 Father Michel   \n",
       "120                                  Flunky Thug    \n",
       "121                                         Fong    \n",
       "122                                  Foster Sales   \n",
       "123                                 Gabby Smalls    \n",
       "124                                    Nancy Gao    \n",
       "125                                  Shed Garvey    \n",
       "126                                  Gary Bisset    \n",
       "127                                     George Li   \n",
       "128                                           Gia   \n",
       "129                                       Giselle   \n",
       "130                                        Givens   \n",
       "131                                  Rini Glaudin   \n",
       "132                                        Gomez    \n",
       "133                            Liang Goodfortune    \n",
       "134                                     Gor Droga   \n",
       "135                                       Gourab    \n",
       "136                                Governor Kwan    \n",
       "137                                        Graves   \n",
       "138                           Grover Balakrishnan   \n",
       "139                                       Guthrie   \n",
       "140                                 Alonzo Guzman   \n",
       "141                                   Hardberger    \n",
       "142                                  Harshaan Lee   \n",
       "143                             Dimitri Havelock    \n",
       "144                     Kaarlo Henderson-Charles    \n",
       "145                               Hinekiri Brown    \n",
       "146                                         Hogan   \n",
       "147                                 James Holden    \n",
       "148                                   Taryn Hong    \n",
       "149                                Payne Houston    \n",
       "150                                        Hutch    \n",
       "151                                   Jason Ilich   \n",
       "152                                         Imari   \n",
       "153                                 Filip Inaros    \n",
       "154                                 Marco Inaros    \n",
       "155                                        Iwasa    \n",
       "156                                      Jackson    \n",
       "157                                      Jakulski   \n",
       "158                                       Jandro    \n",
       "159                                        Jasira   \n",
       "160                                 Jehon Dzurban   \n",
       "161                                    Jen Lively   \n",
       "162                                      Jianguo    \n",
       "163                                Jila Sorormaya   \n",
       "164                              Jillian Houston    \n",
       "165                                 Fred Johnson    \n",
       "166                                        Jones    \n",
       "167                                       Jordao    \n",
       "168                                        Josep    \n",
       "169                                        Joseph   \n",
       "170                                         Josie   \n",
       "171                                       Juarez    \n",
       "172                          Manéo Jung-Espinoza    \n",
       "173                                   Alex Kamal    \n",
       "174                                    Rohi Kamal   \n",
       "175                                       Kanter    \n",
       "176                                        Karal    \n",
       "177                                         Kasik   \n",
       "178                                 Katoa Merton    \n",
       "179                                 Katria Mendez   \n",
       "180                                   Ian Kefilwe   \n",
       "181                                        Kelly    \n",
       "182                                        Kenzi    \n",
       "183                                      Kibushi    \n",
       "184                                         Kiki    \n",
       "185                             Acacia Kindermann   \n",
       "186                                           Kip   \n",
       "187                                     Kit Kamal   \n",
       "188                               Muhammed Klein    \n",
       "189                                         Kofi    \n",
       "190                                    Konecheck    \n",
       "191                             Benedito Lafflin    \n",
       "192                              Onni Langstiver    \n",
       "193                                   Lara Kasten   \n",
       "194                                           Le    \n",
       "195                                      Jon Lee    \n",
       "196                                      Jona Lee   \n",
       "197                                       Leelee    \n",
       "198                                       Lester    \n",
       "199                                   Levi Watts    \n",
       "200                                     Ekko Levy   \n",
       "201                                       Leward    \n",
       "202                                       Wan Li    \n",
       "203                         Little Girl's Father    \n",
       "204                                        Lodge    \n",
       "205                                Chava Lombaugh   \n",
       "206                                          Long   \n",
       "207                                        Lopez    \n",
       "208                                           Ma    \n",
       "209                                    Anthea Mao   \n",
       "210                                   Ariadne Mao   \n",
       "211                                 Clarissa Mao    \n",
       "212                             Jules-Pierre Mao    \n",
       "213                                    Julie Mao    \n",
       "214                                   Michael Mao   \n",
       "215                                     Petyr Mao   \n",
       "216                                 Marama Brown    \n",
       "217                                  Semple Marks   \n",
       "218                                  Marrel Imvic   \n",
       "219                                      Martens    \n",
       "220                                Fernand Massey   \n",
       "221                                    Mateo Judd   \n",
       "222                                   Maura Patel   \n",
       "223                                       McBride   \n",
       "224                               Ahmed McCahill    \n",
       "225                                     McDowell    \n",
       "226                                       Mellin    \n",
       "227                                     Mei Meng    \n",
       "228                               Praxidike Meng    \n",
       "229                                       Merton    \n",
       "230                                 Felcia Merton   \n",
       "231                                  Jacek Merton   \n",
       "232                                  Lucia Merton   \n",
       "233                         Michael-Jon de Uturbé   \n",
       "234                                    Michio Pa    \n",
       "235                                     Mikey Ko    \n",
       "236                              Josephus Miller    \n",
       "237                                         Miral   \n",
       "238                                   Missionary    \n",
       "239                                 Moldy Filters   \n",
       "240                                         Mole    \n",
       "241                                Mona Rittenaur   \n",
       "242                                Monica Stuart    \n",
       "243                                   Montemayor    \n",
       "244                                       Morris    \n",
       "245                                         Mose    \n",
       "246                                      Moynahan   \n",
       "247                                         Muhan   \n",
       "248                                  Nicola Mulko   \n",
       "249                                Muriel Cowper    \n",
       "250                              Adolphus Murtry    \n",
       "251                                       Muskrat   \n",
       "252                                 Octavia Muss    \n",
       "253                          Alexi Myerson-Freud    \n",
       "254                                 Naomi Nagata    \n",
       "255                                         Nami    \n",
       "256                                 Nathan Smith    \n",
       "257                                      Navarro    \n",
       "258                                  Albin Nazari   \n",
       "259                                    Nettleford   \n",
       "260                               Augusto Nguyen    \n",
       "261                           Nicholas Trubachev    \n",
       "262                                   Mina Njoku    \n",
       "263                                   Noel Mugabo   \n",
       "264                                         Nono    \n",
       "265                                         Okju    \n",
       "266                                   Elvi Okoye    \n",
       "267                            Fayez Okoye-Sarkis   \n",
       "268                                  Oksana Busch   \n",
       "269                             Old Belter Woman    \n",
       "270                                 Aimee Ostmann   \n",
       "271                             Lester Overstreet   \n",
       "272                                       Owsley    \n",
       "273                                Charles Parker   \n",
       "274                                         Paula   \n",
       "275                               Paula Gutierrez   \n",
       "276                                  Trina Pilau    \n",
       "277              President of the Transport Union   \n",
       "278                          Prostitute Assassin    \n",
       "279                                        Pycior   \n",
       "280                             Quiana Karvonides   \n",
       "281                                      Quintana   \n",
       "282                                         Ramez   \n",
       "283                                          Ren    \n",
       "284                                Richard Tseng    \n",
       "285                                         Rico    \n",
       "286                                       Roberts   \n",
       "287                                         Roma    \n",
       "288                                         Rona    \n",
       "289                           Rosenfeld Guoliang    \n",
       "290                                  Belinda Ross   \n",
       "291                               Rowena Estancia   \n",
       "292                                Rowman Perkins   \n",
       "293                                   Rugged Man    \n",
       "294                                Anamarie Ruiz    \n",
       "295                                        Sa'id    \n",
       "296                                          Saba   \n",
       "297                                 Mehmet Sagale   \n",
       "298                                         Salis   \n",
       "299                             Samara Rosenberg    \n",
       "300                            Christina Samuels    \n",
       "301                                     Sandra Ip   \n",
       "302                              Sandrine Gujarat   \n",
       "303                                Nico Sanjrani    \n",
       "304                         Santiago Jilie Singh    \n",
       "305                        Santichai Supitayaporn   \n",
       "306                            Emily Santos-Baca    \n",
       "307                                   Sauveterre    \n",
       "308                                    Sematimba    \n",
       "309                                        Serge    \n",
       "310                                      Shaddid    \n",
       "311                            Silvestari Campos    \n",
       "312                                        Singh    \n",
       "313                                    Elsa Singh   \n",
       "314                                 Natalia Singh   \n",
       "315                                 Jae-Eun Song    \n",
       "316                                        Sophie   \n",
       "317                                Soren Cottwald   \n",
       "318                              Michael Souther    \n",
       "319                                        Stanni   \n",
       "320                                       Stokes    \n",
       "321                                   Strickland    \n",
       "322                                        Sujai    \n",
       "323                                     Sullivan    \n",
       "324                              Sun-yi Steinberg   \n",
       "325                          Melissa Supitayaporn   \n",
       "326                                  Survivalist    \n",
       "327                                Susanna Foyle    \n",
       "328                                 Suyet Klinger   \n",
       "329                                   Takeshi Oba   \n",
       "330                                      Talissa    \n",
       "331                                        Tamara   \n",
       "332                                  Auden Tammet   \n",
       "333                                Aliana Tanaka    \n",
       "334                                      Tanja Li   \n",
       "335                              Eric Tannhauser    \n",
       "336                                  Tev Hillman    \n",
       "337                                  The Catalyst   \n",
       "338                             The Investigator    \n",
       "339                                  Theresa Yao    \n",
       "340                                     Thorsson    \n",
       "341                                         Timmy   \n",
       "342                                          Tjon   \n",
       "343                                          Tom    \n",
       "344                                       Travin    \n",
       "345                                       Travis    \n",
       "346                                Travon Barrish   \n",
       "347                                  Anton Trejo    \n",
       "348                                         Trinh   \n",
       "349                                Tristan Reeves   \n",
       "350                                        Trying   \n",
       "351                                   Cameron Tur   \n",
       "352                                          Uchi   \n",
       "353                                         Umea    \n",
       "354                            Unknown character    \n",
       "355                                      Van Ark    \n",
       "356                                   Vandercaust   \n",
       "357                                       Vaughn    \n",
       "358                                Veronica Dietz   \n",
       "359                 Category:Viewpoint characters   \n",
       "360                            Annushka Volovodov   \n",
       "361                                       Waithe    \n",
       "362                                 Carlos Walker   \n",
       "363                                  Chandra Wei    \n",
       "364                                       Wendell   \n",
       "365                                         Wendy   \n",
       "366                                 William Sakai   \n",
       "367                                Chris Williams   \n",
       "368                                   Xan Bisset    \n",
       "369                                     Yacobsen    \n",
       "370                                         Yuri    \n",
       "371                              Zach Kazantzakis   \n",
       "372                                           Zep   \n",
       "\n",
       "                                                   url           first_name  \n",
       "0    https://expanse.fandom.com/wiki/Characters_ren...           Characters  \n",
       "1                https://expanse.fandom.com/wiki/Aaman                Aaman  \n",
       "2        https://expanse.fandom.com/wiki/Aaron_(Books)                Aaron  \n",
       "3        https://expanse.fandom.com/wiki/Abril_(Books)                Abril  \n",
       "4    https://expanse.fandom.com/wiki/Ade_Tukunbo_(B...                  Ade  \n",
       "5       https://expanse.fandom.com/wiki/Adiki-Sandoval       Adiki-Sandoval  \n",
       "6       https://expanse.fandom.com/wiki/Adiyah_(Books)               Adiyah  \n",
       "7        https://expanse.fandom.com/wiki/Admiral_Milan              Admiral  \n",
       "8               https://expanse.fandom.com/wiki/Agnete               Agnete  \n",
       "9    https://expanse.fandom.com/wiki/Carl_al-Dujail...                 Carl  \n",
       "10    https://expanse.fandom.com/wiki/Al-Farmi_(Books)             Al-Farmi  \n",
       "11   https://expanse.fandom.com/wiki/Evelyn_Albert_...               Evelyn  \n",
       "12   https://expanse.fandom.com/wiki/Alberto_Correa...              Alberto  \n",
       "13   https://expanse.fandom.com/wiki/Alexander_Verb...            Alexander  \n",
       "14   https://expanse.fandom.com/wiki/Charles_Jacob_...              Charles  \n",
       "15   https://expanse.fandom.com/wiki/Lydia_Allen_(B...                Lydia  \n",
       "16   https://expanse.fandom.com/wiki/Althea_Ecco_(B...               Althea  \n",
       "17        https://expanse.fandom.com/wiki/Alyn_(Books)                 Alyn  \n",
       "18         https://expanse.fandom.com/wiki/Ami_Henders                  Ami  \n",
       "19         https://expanse.fandom.com/wiki/Amy_(Books)                  Amy  \n",
       "20       https://expanse.fandom.com/wiki/Kasim_Andrada                Kasim  \n",
       "21      https://expanse.fandom.com/wiki/Andrew_(Books)               Andrew  \n",
       "22           https://expanse.fandom.com/wiki/Annamarie            Annamarie  \n",
       "23               https://expanse.fandom.com/wiki/Anton                Anton  \n",
       "24    https://expanse.fandom.com/wiki/Arbrecht_(Books)             Arbrecht  \n",
       "25       https://expanse.fandom.com/wiki/Arjun_(Books)                Arjun  \n",
       "26        https://expanse.fandom.com/wiki/Arnold_Mfume               Arnold  \n",
       "27     https://expanse.fandom.com/wiki/Ashanti_(Books)              Ashanti  \n",
       "28   https://expanse.fandom.com/wiki/Asher_Kamamats...                Asher  \n",
       "29     https://expanse.fandom.com/wiki/Ashford_(Books)              Ashford  \n",
       "30   https://expanse.fandom.com/wiki/Augustin_Balec...             Augustin  \n",
       "31   https://expanse.fandom.com/wiki/Chrisjen_Avasa...             Chrisjen  \n",
       "32   https://expanse.fandom.com/wiki/Carlos_c_de_Ba...               Carlos  \n",
       "33        https://expanse.fandom.com/wiki/Bakari_Kamal               Bakari  \n",
       "34            https://expanse.fandom.com/wiki/Barry_Li                Barry  \n",
       "35   https://expanse.fandom.com/wiki/Ferm%C3%ADn_Be...               Fermín  \n",
       "36     https://expanse.fandom.com/wiki/Bertold_(Books)              Bertold  \n",
       "37      https://expanse.fandom.com/wiki/Bhalki_(Books)               Bhalki  \n",
       "38    https://expanse.fandom.com/wiki/Biryar_Rittenaur               Biryar  \n",
       "39   https://expanse.fandom.com/wiki/Cara_Bisset_(B...                 Cara  \n",
       "40              https://expanse.fandom.com/wiki/Blanca               Blanca  \n",
       "41   https://expanse.fandom.com/wiki/Boss_Thug_(Books)                 Boss  \n",
       "42              https://expanse.fandom.com/wiki/Botton               Botton  \n",
       "43   https://expanse.fandom.com/wiki/Doris_Bourne_(...                Doris  \n",
       "44    https://expanse.fandom.com/wiki/Bouthers_(Books)             Bouthers  \n",
       "45       https://expanse.fandom.com/wiki/Brown_(Books)                Brown  \n",
       "46              https://expanse.fandom.com/wiki/Burton               Burton  \n",
       "47   https://expanse.fandom.com/wiki/Amos_Burton_(B...                 Amos  \n",
       "48   https://expanse.fandom.com/wiki/Rebecca_Byers_...              Rebecca  \n",
       "49                https://expanse.fandom.com/wiki/C.J.                 C.J.  \n",
       "50      https://expanse.fandom.com/wiki/Caesar_(Books)               Caesar  \n",
       "51     https://expanse.fandom.com/wiki/Cameron_(Books)              Cameron  \n",
       "52   https://expanse.fandom.com/wiki/Cameron_Paj_(B...              Cameron  \n",
       "53     https://expanse.fandom.com/wiki/Captain_Burnham              Captain  \n",
       "54     https://expanse.fandom.com/wiki/Carlisle_Hayyam             Carlisle  \n",
       "55          https://expanse.fandom.com/wiki/Carmichael           Carmichael  \n",
       "56         https://expanse.fandom.com/wiki/Carrie_Fisk               Carrie  \n",
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       "61              https://expanse.fandom.com/wiki/Caudel               Caudel  \n",
       "62   https://expanse.fandom.com/wiki/Category:Chara...  Category:Characters  \n",
       "63   https://expanse.fandom.com/wiki/Category:Chara...  Category:Characters  \n",
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       "66     https://expanse.fandom.com/wiki/Michelle_Cheval             Michelle  \n",
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       "99     https://expanse.fandom.com/wiki/Drexler_(Books)              Drexler  \n",
       "100  https://expanse.fandom.com/wiki/Camina_Drummer...               Camina  \n",
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       "111       https://expanse.fandom.com/wiki/Ernz_(Books)                 Ernz  \n",
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       "116  https://expanse.fandom.com/wiki/Evita_Jung_(Bo...                Evita  \n",
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       "120  https://expanse.fandom.com/wiki/Flunky_Thug_(B...               Flunky  \n",
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       "125  https://expanse.fandom.com/wiki/Shed_Garvey_(B...                 Shed  \n",
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       "128                https://expanse.fandom.com/wiki/Gia                  Gia  \n",
       "129            https://expanse.fandom.com/wiki/Giselle              Giselle  \n",
       "130             https://expanse.fandom.com/wiki/Givens               Givens  \n",
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       "132      https://expanse.fandom.com/wiki/Gomez_(Books)                Gomez  \n",
       "133  https://expanse.fandom.com/wiki/Liang_Goodfort...                Liang  \n",
       "134          https://expanse.fandom.com/wiki/Gor_Droga                  Gor  \n",
       "135     https://expanse.fandom.com/wiki/Gourab_(Books)               Gourab  \n",
       "136  https://expanse.fandom.com/wiki/Governor_Kwan_...             Governor  \n",
       "137             https://expanse.fandom.com/wiki/Graves               Graves  \n",
       "138  https://expanse.fandom.com/wiki/Grover_Balakri...               Grover  \n",
       "139            https://expanse.fandom.com/wiki/Guthrie              Guthrie  \n",
       "140      https://expanse.fandom.com/wiki/Alonzo_Guzman               Alonzo  \n",
       "141  https://expanse.fandom.com/wiki/Hardberger_(Bo...           Hardberger  \n",
       "142       https://expanse.fandom.com/wiki/Harshaan_Lee             Harshaan  \n",
       "143  https://expanse.fandom.com/wiki/Dimitri_Havelo...              Dimitri  \n",
       "144  https://expanse.fandom.com/wiki/Kaarlo_Henders...               Kaarlo  \n",
       "145  https://expanse.fandom.com/wiki/Hinekiri_Brown...             Hinekiri  \n",
       "146              https://expanse.fandom.com/wiki/Hogan                Hogan  \n",
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       "148  https://expanse.fandom.com/wiki/Taryn_Hong_(Bo...                Taryn  \n",
       "149  https://expanse.fandom.com/wiki/Payne_Houston_...                Payne  \n",
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       "151        https://expanse.fandom.com/wiki/Jason_Ilich                Jason  \n",
       "152              https://expanse.fandom.com/wiki/Imari                Imari  \n",
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       "154  https://expanse.fandom.com/wiki/Marco_Inaros_(...                Marco  \n",
       "155      https://expanse.fandom.com/wiki/Iwasa_(Books)                Iwasa  \n",
       "156    https://expanse.fandom.com/wiki/Jackson_(Books)              Jackson  \n",
       "157           https://expanse.fandom.com/wiki/Jakulski             Jakulski  \n",
       "158     https://expanse.fandom.com/wiki/Jandro_(Books)               Jandro  \n",
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       "163     https://expanse.fandom.com/wiki/Jila_Sorormaya                 Jila  \n",
       "164  https://expanse.fandom.com/wiki/Jillian_Housto...              Jillian  \n",
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       "169             https://expanse.fandom.com/wiki/Joseph               Joseph  \n",
       "170              https://expanse.fandom.com/wiki/Josie                Josie  \n",
       "171     https://expanse.fandom.com/wiki/Juarez_(Books)               Juarez  \n",
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       "174         https://expanse.fandom.com/wiki/Rohi_Kamal                 Rohi  \n",
       "175     https://expanse.fandom.com/wiki/Kanter_(Books)               Kanter  \n",
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       "180        https://expanse.fandom.com/wiki/Ian_Kefilwe                  Ian  \n",
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       "184       https://expanse.fandom.com/wiki/Kiki_(Books)                 Kiki  \n",
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       "186                https://expanse.fandom.com/wiki/Kip                  Kip  \n",
       "187          https://expanse.fandom.com/wiki/Kit_Kamal                  Kit  \n",
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       "189       https://expanse.fandom.com/wiki/Kofi_(Books)                 Kofi  \n",
       "190  https://expanse.fandom.com/wiki/Konecheck_(Books)            Konecheck  \n",
       "191  https://expanse.fandom.com/wiki/Benedito_Laffl...             Benedito  \n",
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       "193        https://expanse.fandom.com/wiki/Lara_Kasten                 Lara  \n",
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       "201     https://expanse.fandom.com/wiki/Leward_(Books)               Leward  \n",
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       "203  https://expanse.fandom.com/wiki/Little_Girl%27...               Little  \n",
       "204      https://expanse.fandom.com/wiki/Lodge_(Books)                Lodge  \n",
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       "214        https://expanse.fandom.com/wiki/Michael_Mao              Michael  \n",
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       "225   https://expanse.fandom.com/wiki/McDowell_(Books)             McDowell  \n",
       "226     https://expanse.fandom.com/wiki/Mellin_(Books)               Mellin  \n",
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       "309      https://expanse.fandom.com/wiki/Serge_(Books)                Serge  \n",
       "310    https://expanse.fandom.com/wiki/Shaddid_(Books)              Shaddid  \n",
       "311  https://expanse.fandom.com/wiki/Silvestari_Cam...           Silvestari  \n",
       "312      https://expanse.fandom.com/wiki/Singh_(Books)                Singh  \n",
       "313         https://expanse.fandom.com/wiki/Elsa_Singh                 Elsa  \n",
       "314      https://expanse.fandom.com/wiki/Natalia_Singh              Natalia  \n",
       "315  https://expanse.fandom.com/wiki/Jae-Eun_Song_(...              Jae-Eun  \n",
       "316             https://expanse.fandom.com/wiki/Sophie               Sophie  \n",
       "317     https://expanse.fandom.com/wiki/Soren_Cottwald                Soren  \n",
       "318  https://expanse.fandom.com/wiki/Michael_Southe...              Michael  \n",
       "319             https://expanse.fandom.com/wiki/Stanni               Stanni  \n",
       "320     https://expanse.fandom.com/wiki/Stokes_(Books)               Stokes  \n",
       "321  https://expanse.fandom.com/wiki/Strickland_(Bo...           Strickland  \n",
       "322      https://expanse.fandom.com/wiki/Sujai_(Books)                Sujai  \n",
       "323   https://expanse.fandom.com/wiki/Sullivan_(Books)             Sullivan  \n",
       "324   https://expanse.fandom.com/wiki/Sun-yi_Steinberg               Sun-yi  \n",
       "325  https://expanse.fandom.com/wiki/Melissa_Supita...              Melissa  \n",
       "326  https://expanse.fandom.com/wiki/Survivalist_(B...          Survivalist  \n",
       "327  https://expanse.fandom.com/wiki/Susanna_Foyle_...              Susanna  \n",
       "328      https://expanse.fandom.com/wiki/Suyet_Klinger                Suyet  \n",
       "329        https://expanse.fandom.com/wiki/Takeshi_Oba              Takeshi  \n",
       "330    https://expanse.fandom.com/wiki/Talissa_(Books)              Talissa  \n",
       "331             https://expanse.fandom.com/wiki/Tamara               Tamara  \n",
       "332       https://expanse.fandom.com/wiki/Auden_Tammet                Auden  \n",
       "333  https://expanse.fandom.com/wiki/Aliana_Tanaka_...               Aliana  \n",
       "334           https://expanse.fandom.com/wiki/Tanja_Li                Tanja  \n",
       "335  https://expanse.fandom.com/wiki/Eric_Tannhause...                 Eric  \n",
       "336  https://expanse.fandom.com/wiki/Tev_Hillman_(B...                  Tev  \n",
       "337       https://expanse.fandom.com/wiki/The_Catalyst                  The  \n",
       "338  https://expanse.fandom.com/wiki/The_Investigat...                  The  \n",
       "339  https://expanse.fandom.com/wiki/Theresa_Yao_(B...              Theresa  \n",
       "340   https://expanse.fandom.com/wiki/Thorsson_(Books)             Thorsson  \n",
       "341              https://expanse.fandom.com/wiki/Timmy                Timmy  \n",
       "342               https://expanse.fandom.com/wiki/Tjon                 Tjon  \n",
       "343        https://expanse.fandom.com/wiki/Tom_(Books)                  Tom  \n",
       "344     https://expanse.fandom.com/wiki/Travin_(Books)               Travin  \n",
       "345     https://expanse.fandom.com/wiki/Travis_(Books)               Travis  \n",
       "346     https://expanse.fandom.com/wiki/Travon_Barrish               Travon  \n",
       "347  https://expanse.fandom.com/wiki/Anton_Trejo_(B...                Anton  \n",
       "348              https://expanse.fandom.com/wiki/Trinh                Trinh  \n",
       "349     https://expanse.fandom.com/wiki/Tristan_Reeves              Tristan  \n",
       "350             https://expanse.fandom.com/wiki/Trying               Trying  \n",
       "351        https://expanse.fandom.com/wiki/Cameron_Tur              Cameron  \n",
       "352               https://expanse.fandom.com/wiki/Uchi                 Uchi  \n",
       "353       https://expanse.fandom.com/wiki/Umea_(Books)                 Umea  \n",
       "354  https://expanse.fandom.com/wiki/Unknown_charac...              Unknown  \n",
       "355    https://expanse.fandom.com/wiki/Van_Ark_(Books)                  Van  \n",
       "356        https://expanse.fandom.com/wiki/Vandercaust          Vandercaust  \n",
       "357     https://expanse.fandom.com/wiki/Vaughn_(Books)               Vaughn  \n",
       "358     https://expanse.fandom.com/wiki/Veronica_Dietz             Veronica  \n",
       "359  https://expanse.fandom.com/wiki/Category:Viewp...   Category:Viewpoint  \n",
       "360  https://expanse.fandom.com/wiki/Annushka_Volov...             Annushka  \n",
       "361     https://expanse.fandom.com/wiki/Waithe_(Books)               Waithe  \n",
       "362      https://expanse.fandom.com/wiki/Carlos_Walker               Carlos  \n",
       "363  https://expanse.fandom.com/wiki/Chandra_Wei_(B...              Chandra  \n",
       "364            https://expanse.fandom.com/wiki/Wendell              Wendell  \n",
       "365              https://expanse.fandom.com/wiki/Wendy                Wendy  \n",
       "366      https://expanse.fandom.com/wiki/William_Sakai              William  \n",
       "367     https://expanse.fandom.com/wiki/Chris_Williams                Chris  \n",
       "368  https://expanse.fandom.com/wiki/Xan_Bisset_(Bo...                  Xan  \n",
       "369   https://expanse.fandom.com/wiki/Yacobsen_(Books)             Yacobsen  \n",
       "370       https://expanse.fandom.com/wiki/Yuri_(Books)                 Yuri  \n",
       "371   https://expanse.fandom.com/wiki/Zach_Kazantzakis                 Zach  \n",
       "372                https://expanse.fandom.com/wiki/Zep                  Zep  "
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option('display.max_rows', None)\n",
    "characters_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "#dropping rows that are not names of characters\n",
    "characters_df = characters_df.drop(index=[0, 41, 46, 62, 63, 89, 120, 203, 208, 238, 239, 269, 277, 278, 326, 337, 338, 354, 359]).reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "characters_df.drop(columns=['index'], inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": [
    "characters_df.at[6,'first_name']='Milan'\n",
    "characters_df.at[22,'first_name']='Father Anton'\n",
    "characters_df.at[22,'character_name']='Father Anton'\n",
    "characters_df.at[50,'first_name']='Burnham'\n",
    "characters_df.at[113,'first_name']='Father Michel'\n",
    "characters_df.at[140,'first_name']='Jim'\n",
    "characters_df.at[227,'first_name']='Miller'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "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>character_name</th>\n",
       "      <th>url</th>\n",
       "      <th>first_name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Aaman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aaman</td>\n",
       "      <td>Aaman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Aaron</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aaron_(Books)</td>\n",
       "      <td>Aaron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Abril</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Abril_(Books)</td>\n",
       "      <td>Abril</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Ade Tukunbo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ade_Tukunbo_(B...</td>\n",
       "      <td>Ade</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Adiki-Sandoval</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adiki-Sandoval</td>\n",
       "      <td>Adiki-Sandoval</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Adiyah</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adiyah_(Books)</td>\n",
       "      <td>Adiyah</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Admiral Milan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Admiral_Milan</td>\n",
       "      <td>Milan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Agnete</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Agnete</td>\n",
       "      <td>Agnete</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Carl al-Dujaili</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carl_al-Dujail...</td>\n",
       "      <td>Carl</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Al-Farmi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Al-Farmi_(Books)</td>\n",
       "      <td>Al-Farmi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Evelyn Albert</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evelyn_Albert_...</td>\n",
       "      <td>Evelyn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Alberto Correa</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alberto_Correa...</td>\n",
       "      <td>Alberto</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Alexander Verbinski</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alexander_Verb...</td>\n",
       "      <td>Alexander</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Charles Jacob Allen</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charles_Jacob_...</td>\n",
       "      <td>Charles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Lydia Allen</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lydia_Allen_(B...</td>\n",
       "      <td>Lydia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Althea Ecco</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Althea_Ecco_(B...</td>\n",
       "      <td>Althea</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Alyn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alyn_(Books)</td>\n",
       "      <td>Alyn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Ami Henders</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ami_Henders</td>\n",
       "      <td>Ami</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Amy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Amy_(Books)</td>\n",
       "      <td>Amy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Kasim Andrada</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kasim_Andrada</td>\n",
       "      <td>Kasim</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Andrew</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Andrew_(Books)</td>\n",
       "      <td>Andrew</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Annamarie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Annamarie</td>\n",
       "      <td>Annamarie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Father Anton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anton</td>\n",
       "      <td>Father Anton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Arbrecht</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arbrecht_(Books)</td>\n",
       "      <td>Arbrecht</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Arjun</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arjun_(Books)</td>\n",
       "      <td>Arjun</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Arnold Mfume</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Arnold_Mfume</td>\n",
       "      <td>Arnold</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Ashanti</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ashanti_(Books)</td>\n",
       "      <td>Ashanti</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Asher Kamamatsu</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Asher_Kamamats...</td>\n",
       "      <td>Asher</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Ashford</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ashford_(Books)</td>\n",
       "      <td>Ashford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Augustin Balecheck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Augustin_Balec...</td>\n",
       "      <td>Augustin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Chrisjen Avasarala</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chrisjen_Avasa...</td>\n",
       "      <td>Chrisjen</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Carlos c de Baca</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlos_c_de_Ba...</td>\n",
       "      <td>Carlos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Bakari Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bakari_Kamal</td>\n",
       "      <td>Bakari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Barry Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Barry_Li</td>\n",
       "      <td>Barry</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Fermín Beltran</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ferm%C3%ADn_Be...</td>\n",
       "      <td>Fermín</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Bertold</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bertold_(Books)</td>\n",
       "      <td>Bertold</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Bhalki</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bhalki_(Books)</td>\n",
       "      <td>Bhalki</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Biryar Rittenaur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Biryar_Rittenaur</td>\n",
       "      <td>Biryar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Cara Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cara_Bisset_(B...</td>\n",
       "      <td>Cara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Blanca</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Blanca</td>\n",
       "      <td>Blanca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Botton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Botton</td>\n",
       "      <td>Botton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Doris Bourne</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Doris_Bourne_(...</td>\n",
       "      <td>Doris</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Bouthers</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bouthers_(Books)</td>\n",
       "      <td>Bouthers</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Brown</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Brown_(Books)</td>\n",
       "      <td>Brown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Amos Burton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Amos_Burton_(B...</td>\n",
       "      <td>Amos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Rebecca Byers</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rebecca_Byers_...</td>\n",
       "      <td>Rebecca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>C.J.</td>\n",
       "      <td>https://expanse.fandom.com/wiki/C.J.</td>\n",
       "      <td>C.J.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Caesar</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caesar_(Books)</td>\n",
       "      <td>Caesar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Cameron</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_(Books)</td>\n",
       "      <td>Cameron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Cameron Paj</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_Paj_(B...</td>\n",
       "      <td>Cameron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Captain Burnham</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Captain_Burnham</td>\n",
       "      <td>Burnham</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Carlisle Hayyam</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlisle_Hayyam</td>\n",
       "      <td>Carlisle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Carmichael</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carmichael</td>\n",
       "      <td>Carmichael</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Carrie Fisk</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carrie_Fisk</td>\n",
       "      <td>Carrie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Caspar Asoau</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caspar_Asoau</td>\n",
       "      <td>Caspar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Cass</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cass_(Books)</td>\n",
       "      <td>Cass</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Elio Casti</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elio_Casti_(Bo...</td>\n",
       "      <td>Elio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Caton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caton</td>\n",
       "      <td>Caton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Caudel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caudel</td>\n",
       "      <td>Caudel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Charanpal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charanpal_(Books)</td>\n",
       "      <td>Charanpal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Bomie Chatterjee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bomie_Chatterjee</td>\n",
       "      <td>Bomie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Michelle Cheval</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michelle_Cheval</td>\n",
       "      <td>Michelle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Carol Chiwewe</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carol_Chiwewe_...</td>\n",
       "      <td>Carol</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Choudhary</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Choudhary</td>\n",
       "      <td>Choudhary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Christina Huang Samuels</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Christina_Huan...</td>\n",
       "      <td>Christina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Chuchu</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuchu</td>\n",
       "      <td>Chuchu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Chuck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuck_(Caliban...</td>\n",
       "      <td>Chuck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Chuck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chuck_(Tiamat%...</td>\n",
       "      <td>Chuck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Chucky Snails</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chucky_Snails</td>\n",
       "      <td>Chucky</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Clip</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Clip_(Books)</td>\n",
       "      <td>Clip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Connor Weigel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Connor_Weigel</td>\n",
       "      <td>Connor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Coombs</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Coombs_(Books)</td>\n",
       "      <td>Coombs</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Coop</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Coop_(Books)</td>\n",
       "      <td>Coop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Safwan Cork</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Safwan_Cork</td>\n",
       "      <td>Safwan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Hector Cortez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hector_Cortez_...</td>\n",
       "      <td>Hector</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Paolo Cortázar</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paolo_Cort%C3%...</td>\n",
       "      <td>Paolo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Cotyar</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cotyar_(Books)</td>\n",
       "      <td>Cotyar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Cyn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cyn_(Books)</td>\n",
       "      <td>Cyn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Darius</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Darius_(Books)</td>\n",
       "      <td>Darius</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Darren</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Darren_(Books)</td>\n",
       "      <td>Darren</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Dave</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dave</td>\n",
       "      <td>Dave</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Davenport</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Davenport</td>\n",
       "      <td>Davenport</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>David Artemis Kuhn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/David_Artemis_...</td>\n",
       "      <td>David</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Anderson Dawes</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anderson_Dawes...</td>\n",
       "      <td>Anderson</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Diecisete</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Diecisete_(Books)</td>\n",
       "      <td>Diecisete</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Dimitri</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dimitri</td>\n",
       "      <td>Dimitri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Diogo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Diogo_(Books)</td>\n",
       "      <td>Diogo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Dookie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dookie_(Books)</td>\n",
       "      <td>Dookie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Dot Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dot_Bisset</td>\n",
       "      <td>Dot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Ben Draper</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ben_Draper_(Bo...</td>\n",
       "      <td>Ben</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>Bobbie Draper</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Bobbie_Draper_...</td>\n",
       "      <td>Bobbie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>David Draper</td>\n",
       "      <td>https://expanse.fandom.com/wiki/David_Draper_(...</td>\n",
       "      <td>David</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Antony Dresden</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Antony_Dresden...</td>\n",
       "      <td>Antony</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Drexler</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Drexler_(Books)</td>\n",
       "      <td>Drexler</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Camina Drummer</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Camina_Drummer...</td>\n",
       "      <td>Camina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Teresa Duarte</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Teresa_Duarte_...</td>\n",
       "      <td>Teresa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Winston Duarte</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Winston_Duarte...</td>\n",
       "      <td>Winston</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>Dust Runners</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dust_Runners</td>\n",
       "      <td>Dust</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Eduard Hopkins</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Eduard_Hopkins</td>\n",
       "      <td>Eduard</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Elise</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elise_(Books)</td>\n",
       "      <td>Elise</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Emily Babbage</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Babbage_...</td>\n",
       "      <td>Emily</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Emily Richards</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Richards...</td>\n",
       "      <td>Emily</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Emma Zomorodi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emma_Zomorodi</td>\n",
       "      <td>Emma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Solomon Epstein</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Solomon_Epstei...</td>\n",
       "      <td>Solomon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Erich</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Erich_(Books)</td>\n",
       "      <td>Erich</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Ernz</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ernz_(Books)</td>\n",
       "      <td>Ernz</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Sadavir Errinwright</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sadavir_Errinw...</td>\n",
       "      <td>Sadavir</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>Caitlin Esquibel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Caitlin_Esquib...</td>\n",
       "      <td>Caitlin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>Esteban Sorrento-Gillis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Esteban_Sorren...</td>\n",
       "      <td>Esteban</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>Evans Garner-Choi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evans_Garner-Choi</td>\n",
       "      <td>Evans</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>Evita Jung</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Evita_Jung_(Bo...</td>\n",
       "      <td>Evita</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>Ezio Rodriguez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ezio_Rodriguez...</td>\n",
       "      <td>Ezio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>Tilly Fagan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tilly_Fagan_(B...</td>\n",
       "      <td>Tilly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>Father Michel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Father_Michel</td>\n",
       "      <td>Father Michel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>Fong</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fong_(Books)</td>\n",
       "      <td>Fong</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>Foster Sales</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Foster_Sales</td>\n",
       "      <td>Foster</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>Gabby Smalls</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gabby_Smalls_(...</td>\n",
       "      <td>Gabby</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>Nancy Gao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nancy_Gao_(Books)</td>\n",
       "      <td>Nancy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>Shed Garvey</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Shed_Garvey_(B...</td>\n",
       "      <td>Shed</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>Gary Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gary_Bisset_(B...</td>\n",
       "      <td>Gary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>George Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/George_Li</td>\n",
       "      <td>George</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>Gia</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gia</td>\n",
       "      <td>Gia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>Giselle</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Giselle</td>\n",
       "      <td>Giselle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>Givens</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Givens</td>\n",
       "      <td>Givens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>Rini Glaudin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rini_Glaudin</td>\n",
       "      <td>Rini</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>Gomez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gomez_(Books)</td>\n",
       "      <td>Gomez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>Liang Goodfortune</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Liang_Goodfort...</td>\n",
       "      <td>Liang</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>Gor Droga</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gor_Droga</td>\n",
       "      <td>Gor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>Gourab</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Gourab_(Books)</td>\n",
       "      <td>Gourab</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>Governor Kwan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Governor_Kwan_...</td>\n",
       "      <td>Governor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>Graves</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Graves</td>\n",
       "      <td>Graves</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>Grover Balakrishnan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Grover_Balakri...</td>\n",
       "      <td>Grover</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>Guthrie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Guthrie</td>\n",
       "      <td>Guthrie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>Alonzo Guzman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alonzo_Guzman</td>\n",
       "      <td>Alonzo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>Hardberger</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hardberger_(Bo...</td>\n",
       "      <td>Hardberger</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>Harshaan Lee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Harshaan_Lee</td>\n",
       "      <td>Harshaan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>Dimitri Havelock</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Dimitri_Havelo...</td>\n",
       "      <td>Dimitri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>Kaarlo Henderson-Charles</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kaarlo_Henders...</td>\n",
       "      <td>Kaarlo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>Hinekiri Brown</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hinekiri_Brown...</td>\n",
       "      <td>Hinekiri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>Hogan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hogan</td>\n",
       "      <td>Hogan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>James Holden</td>\n",
       "      <td>https://expanse.fandom.com/wiki/James_Holden_(...</td>\n",
       "      <td>Jim</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>Taryn Hong</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Taryn_Hong_(Bo...</td>\n",
       "      <td>Taryn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>Payne Houston</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Payne_Houston_...</td>\n",
       "      <td>Payne</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>Hutch</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Hutch_(Books)</td>\n",
       "      <td>Hutch</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Jason Ilich</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jason_Ilich</td>\n",
       "      <td>Jason</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Imari</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Imari</td>\n",
       "      <td>Imari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>Filip Inaros</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Filip_Inaros_(...</td>\n",
       "      <td>Filip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>Marco Inaros</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marco_Inaros_(...</td>\n",
       "      <td>Marco</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Iwasa</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Iwasa_(Books)</td>\n",
       "      <td>Iwasa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>Jackson</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jackson_(Books)</td>\n",
       "      <td>Jackson</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>Jakulski</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jakulski</td>\n",
       "      <td>Jakulski</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>Jandro</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jandro_(Books)</td>\n",
       "      <td>Jandro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>Jasira</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jasira</td>\n",
       "      <td>Jasira</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>Jehon Dzurban</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jehon_Dzurban</td>\n",
       "      <td>Jehon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>Jen Lively</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jen_Lively</td>\n",
       "      <td>Jen</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>Jianguo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jianguo_(Books)</td>\n",
       "      <td>Jianguo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>Jila Sorormaya</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jila_Sorormaya</td>\n",
       "      <td>Jila</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>Jillian Houston</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jillian_Housto...</td>\n",
       "      <td>Jillian</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>Fred Johnson</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fred_Johnson_(...</td>\n",
       "      <td>Fred</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>Jones</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jones_(Books)</td>\n",
       "      <td>Jones</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>Jordao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jordao_(Books)</td>\n",
       "      <td>Jordao</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>Josep</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josep_(Books)</td>\n",
       "      <td>Josep</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>Joseph</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Joseph</td>\n",
       "      <td>Joseph</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>Josie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josie</td>\n",
       "      <td>Josie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>Juarez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Juarez_(Books)</td>\n",
       "      <td>Juarez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>Manéo Jung-Espinoza</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Man%C3%A9o_Jun...</td>\n",
       "      <td>Manéo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>Alex Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alex_Kamal_(Bo...</td>\n",
       "      <td>Alex</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>Rohi Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rohi_Kamal</td>\n",
       "      <td>Rohi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>Kanter</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kanter_(Books)</td>\n",
       "      <td>Kanter</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>Karal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Karal_(Books)</td>\n",
       "      <td>Karal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>Kasik</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kasik</td>\n",
       "      <td>Kasik</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>Katoa Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Katoa_Merton_(...</td>\n",
       "      <td>Katoa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>Katria Mendez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Katria_Mendez</td>\n",
       "      <td>Katria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>Ian Kefilwe</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ian_Kefilwe</td>\n",
       "      <td>Ian</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>Kelly</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kelly_(Books)</td>\n",
       "      <td>Kelly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>Kenzi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kenzi_(Books)</td>\n",
       "      <td>Kenzi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>Kibushi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kibushi_(Books)</td>\n",
       "      <td>Kibushi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>Kiki</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kiki_(Books)</td>\n",
       "      <td>Kiki</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>Acacia Kindermann</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Acacia_Kindermann</td>\n",
       "      <td>Acacia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>Kip</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kip</td>\n",
       "      <td>Kip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>Kit Kamal</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kit_Kamal</td>\n",
       "      <td>Kit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>Muhammed Klein</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muhammed_Klein...</td>\n",
       "      <td>Muhammed</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>Kofi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Kofi_(Books)</td>\n",
       "      <td>Kofi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>Konecheck</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Konecheck_(Books)</td>\n",
       "      <td>Konecheck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>Benedito Lafflin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Benedito_Laffl...</td>\n",
       "      <td>Benedito</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>Onni Langstiver</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Onni_Langstive...</td>\n",
       "      <td>Onni</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>Lara Kasten</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lara_Kasten</td>\n",
       "      <td>Lara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>Le</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Le_(Books)</td>\n",
       "      <td>Le</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>Jon Lee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jon_Lee_(Books)</td>\n",
       "      <td>Jon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>Jona Lee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jona_Lee</td>\n",
       "      <td>Jona</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>Leelee</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Leelee_(Books)</td>\n",
       "      <td>Leelee</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>Lester</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lester_(Books)</td>\n",
       "      <td>Lester</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>Levi Watts</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Levi_Watts_(Bo...</td>\n",
       "      <td>Levi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>Ekko Levy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ekko_Levy</td>\n",
       "      <td>Ekko</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>Leward</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Leward_(Books)</td>\n",
       "      <td>Leward</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>Wan Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wan_Li_(Books)</td>\n",
       "      <td>Wan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>Lodge</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lodge_(Books)</td>\n",
       "      <td>Lodge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>Chava Lombaugh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chava_Lombaugh</td>\n",
       "      <td>Chava</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>Long</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Long</td>\n",
       "      <td>Long</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>Lopez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lopez_(Books)</td>\n",
       "      <td>Lopez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>Anthea Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anthea_Mao</td>\n",
       "      <td>Anthea</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>Ariadne Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ariadne_Mao</td>\n",
       "      <td>Ariadne</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>Clarissa Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Clarissa_Mao_(...</td>\n",
       "      <td>Clarissa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>Jules-Pierre Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jules-Pierre_M...</td>\n",
       "      <td>Jules-Pierre</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>Julie Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Julie_Mao_(Books)</td>\n",
       "      <td>Julie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>Michael Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael_Mao</td>\n",
       "      <td>Michael</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>Petyr Mao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Petyr_Mao</td>\n",
       "      <td>Petyr</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>Marama Brown</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marama_Brown_(...</td>\n",
       "      <td>Marama</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>Semple Marks</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Semple_Marks</td>\n",
       "      <td>Semple</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>Marrel Imvic</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Marrel_Imvic</td>\n",
       "      <td>Marrel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>Martens</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Martens_(Books)</td>\n",
       "      <td>Martens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>Fernand Massey</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fernand_Massey</td>\n",
       "      <td>Fernand</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>Mateo Judd</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mateo_Judd</td>\n",
       "      <td>Mateo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>Maura Patel</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Maura_Patel</td>\n",
       "      <td>Maura</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>McBride</td>\n",
       "      <td>https://expanse.fandom.com/wiki/McBride</td>\n",
       "      <td>McBride</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>Ahmed McCahill</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ahmed_McCahill...</td>\n",
       "      <td>Ahmed</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>McDowell</td>\n",
       "      <td>https://expanse.fandom.com/wiki/McDowell_(Books)</td>\n",
       "      <td>McDowell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>Mellin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mellin_(Books)</td>\n",
       "      <td>Mellin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>Mei Meng</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mei_Meng_(Books)</td>\n",
       "      <td>Mei</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Praxidike Meng</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Praxidike_Meng...</td>\n",
       "      <td>Praxidike</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Merton_(Books)</td>\n",
       "      <td>Merton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Felcia Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Felcia_Merton</td>\n",
       "      <td>Felcia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Jacek Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jacek_Merton</td>\n",
       "      <td>Jacek</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Lucia Merton</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lucia_Merton</td>\n",
       "      <td>Lucia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Michael-Jon de Uturbé</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael-Jon_de...</td>\n",
       "      <td>Michael-Jon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>Michio Pa</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michio_Pa_(Books)</td>\n",
       "      <td>Michio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>Mikey Ko</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mikey_Ko_(Books)</td>\n",
       "      <td>Mikey</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Josephus Miller</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Josephus_Mille...</td>\n",
       "      <td>Miller</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>Miral</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Miral</td>\n",
       "      <td>Miral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>Mole</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mole_(Books)</td>\n",
       "      <td>Mole</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Mona Rittenaur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mona_Rittenaur</td>\n",
       "      <td>Mona</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Monica Stuart</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Monica_Stuart_...</td>\n",
       "      <td>Monica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Montemayor</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Montemayor_(Bo...</td>\n",
       "      <td>Montemayor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Morris</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Morris_(Books)</td>\n",
       "      <td>Morris</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Mose</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mose_(Books)</td>\n",
       "      <td>Mose</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>Moynahan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Moynahan</td>\n",
       "      <td>Moynahan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Muhan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muhan</td>\n",
       "      <td>Muhan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Nicola Mulko</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nicola_Mulko</td>\n",
       "      <td>Nicola</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>Muriel Cowper</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muriel_Cowper_...</td>\n",
       "      <td>Muriel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Adolphus Murtry</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Adolphus_Murtr...</td>\n",
       "      <td>Adolphus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>Muskrat</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Muskrat</td>\n",
       "      <td>Muskrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Octavia Muss</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Octavia_Muss_(...</td>\n",
       "      <td>Octavia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>Alexi Myerson-Freud</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Alexi_Myerson-...</td>\n",
       "      <td>Alexi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Naomi Nagata</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Naomi_Nagata_(...</td>\n",
       "      <td>Naomi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Nami</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nami_(Books)</td>\n",
       "      <td>Nami</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>Nathan Smith</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nathan_Smith_(...</td>\n",
       "      <td>Nathan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Navarro</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Navarro_(Books)</td>\n",
       "      <td>Navarro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Albin Nazari</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Albin_Nazari</td>\n",
       "      <td>Albin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Nettleford</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nettleford</td>\n",
       "      <td>Nettleford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>Augusto Nguyen</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Augusto_Nguyen...</td>\n",
       "      <td>Augusto</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>Nicholas Trubachev</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nicholas_Truba...</td>\n",
       "      <td>Nicholas</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>Mina Njoku</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mina_Njoku_(Bo...</td>\n",
       "      <td>Mina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>Noel Mugabo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Noel_Mugabo</td>\n",
       "      <td>Noel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>Nono</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nono_(Books)</td>\n",
       "      <td>Nono</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>Okju</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Okju_(Books)</td>\n",
       "      <td>Okju</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>Elvi Okoye</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elvi_Okoye_(Bo...</td>\n",
       "      <td>Elvi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>Fayez Okoye-Sarkis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Fayez_Okoye-Sa...</td>\n",
       "      <td>Fayez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>Oksana Busch</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Oksana_Busch</td>\n",
       "      <td>Oksana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>Aimee Ostmann</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aimee_Ostmann</td>\n",
       "      <td>Aimee</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>Lester Overstreet</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Lester_Overstreet</td>\n",
       "      <td>Lester</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>Owsley</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Owsley_(Books)</td>\n",
       "      <td>Owsley</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>Charles Parker</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Charles_Parker</td>\n",
       "      <td>Charles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>Paula</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paula</td>\n",
       "      <td>Paula</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>Paula Gutierrez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Paula_Gutierrez</td>\n",
       "      <td>Paula</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>Trina Pilau</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trina_Pilau_(B...</td>\n",
       "      <td>Trina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>Pycior</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Pycior</td>\n",
       "      <td>Pycior</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>Quiana Karvonides</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Quiana_Karvonides</td>\n",
       "      <td>Quiana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>Quintana</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Quintana</td>\n",
       "      <td>Quintana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>Ramez</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ramez</td>\n",
       "      <td>Ramez</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>Ren</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Ren_(Books)</td>\n",
       "      <td>Ren</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>Richard Tseng</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Richard_Tseng_...</td>\n",
       "      <td>Richard</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>Rico</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rico_(Books)</td>\n",
       "      <td>Rico</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>Roberts</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Roberts</td>\n",
       "      <td>Roberts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>Roma</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Roma_(Books)</td>\n",
       "      <td>Roma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>Rona</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rona_(Books)</td>\n",
       "      <td>Rona</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>Rosenfeld Guoliang</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rosenfeld_Guol...</td>\n",
       "      <td>Rosenfeld</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>Belinda Ross</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Belinda_Ross</td>\n",
       "      <td>Belinda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>Rowena Estancia</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rowena_Estancia</td>\n",
       "      <td>Rowena</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>Rowman Perkins</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rowman_Perkins</td>\n",
       "      <td>Rowman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>Rugged Man</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Rugged_Man_(Bo...</td>\n",
       "      <td>Rugged</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>Anamarie Ruiz</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anamarie_Ruiz_...</td>\n",
       "      <td>Anamarie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>Sa'id</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sa%27id_(Books)</td>\n",
       "      <td>Sa'id</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>Saba</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Saba</td>\n",
       "      <td>Saba</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>Mehmet Sagale</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Mehmet_Sagale</td>\n",
       "      <td>Mehmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>Salis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Salis</td>\n",
       "      <td>Salis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>Samara Rosenberg</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Samara_Rosenbe...</td>\n",
       "      <td>Samara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>Christina Samuels</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Christina_Samu...</td>\n",
       "      <td>Christina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>Sandra Ip</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sandra_Ip</td>\n",
       "      <td>Sandra</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>Sandrine Gujarat</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sandrine_Gujarat</td>\n",
       "      <td>Sandrine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>Nico Sanjrani</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Nico_Sanjrani_...</td>\n",
       "      <td>Nico</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>Santiago Jilie Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Santiago_Jilie...</td>\n",
       "      <td>Santiago</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>Santichai Supitayaporn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Santichai_Supi...</td>\n",
       "      <td>Santichai</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>Emily Santos-Baca</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Emily_Santos-B...</td>\n",
       "      <td>Emily</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>Sauveterre</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sauveterre_(Bo...</td>\n",
       "      <td>Sauveterre</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>Sematimba</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sematimba_(Books)</td>\n",
       "      <td>Sematimba</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>Serge</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Serge_(Books)</td>\n",
       "      <td>Serge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>Shaddid</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Shaddid_(Books)</td>\n",
       "      <td>Shaddid</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>Silvestari Campos</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Silvestari_Cam...</td>\n",
       "      <td>Silvestari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Singh_(Books)</td>\n",
       "      <td>Singh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>Elsa Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Elsa_Singh</td>\n",
       "      <td>Elsa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>Natalia Singh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Natalia_Singh</td>\n",
       "      <td>Natalia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>Jae-Eun Song</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Jae-Eun_Song_(...</td>\n",
       "      <td>Jae-Eun</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>Sophie</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sophie</td>\n",
       "      <td>Sophie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>Soren Cottwald</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Soren_Cottwald</td>\n",
       "      <td>Soren</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>Michael Souther</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Michael_Southe...</td>\n",
       "      <td>Michael</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>Stanni</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Stanni</td>\n",
       "      <td>Stanni</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>Stokes</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Stokes_(Books)</td>\n",
       "      <td>Stokes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>Strickland</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Strickland_(Bo...</td>\n",
       "      <td>Strickland</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>Sujai</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sujai_(Books)</td>\n",
       "      <td>Sujai</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>Sullivan</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sullivan_(Books)</td>\n",
       "      <td>Sullivan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>Sun-yi Steinberg</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Sun-yi_Steinberg</td>\n",
       "      <td>Sun-yi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>Melissa Supitayaporn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Melissa_Supita...</td>\n",
       "      <td>Melissa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>Susanna Foyle</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Susanna_Foyle_...</td>\n",
       "      <td>Susanna</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>Suyet Klinger</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Suyet_Klinger</td>\n",
       "      <td>Suyet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>Takeshi Oba</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Takeshi_Oba</td>\n",
       "      <td>Takeshi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>Talissa</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Talissa_(Books)</td>\n",
       "      <td>Talissa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>Tamara</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tamara</td>\n",
       "      <td>Tamara</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>Auden Tammet</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Auden_Tammet</td>\n",
       "      <td>Auden</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>Aliana Tanaka</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Aliana_Tanaka_...</td>\n",
       "      <td>Aliana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>Tanja Li</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tanja_Li</td>\n",
       "      <td>Tanja</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>Eric Tannhauser</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Eric_Tannhause...</td>\n",
       "      <td>Eric</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>Tev Hillman</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tev_Hillman_(B...</td>\n",
       "      <td>Tev</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>Theresa Yao</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Theresa_Yao_(B...</td>\n",
       "      <td>Theresa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>Thorsson</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Thorsson_(Books)</td>\n",
       "      <td>Thorsson</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>Timmy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Timmy</td>\n",
       "      <td>Timmy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>Tjon</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tjon</td>\n",
       "      <td>Tjon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>Tom</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tom_(Books)</td>\n",
       "      <td>Tom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>Travin</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travin_(Books)</td>\n",
       "      <td>Travin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>Travis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travis_(Books)</td>\n",
       "      <td>Travis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>Travon Barrish</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Travon_Barrish</td>\n",
       "      <td>Travon</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>Anton Trejo</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Anton_Trejo_(B...</td>\n",
       "      <td>Anton</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>Trinh</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trinh</td>\n",
       "      <td>Trinh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>Tristan Reeves</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Tristan_Reeves</td>\n",
       "      <td>Tristan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>Trying</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Trying</td>\n",
       "      <td>Trying</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>Cameron Tur</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Cameron_Tur</td>\n",
       "      <td>Cameron</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>Uchi</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Uchi</td>\n",
       "      <td>Uchi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>Umea</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Umea_(Books)</td>\n",
       "      <td>Umea</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>Van Ark</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Van_Ark_(Books)</td>\n",
       "      <td>Van</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>Vandercaust</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Vandercaust</td>\n",
       "      <td>Vandercaust</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>Vaughn</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Vaughn_(Books)</td>\n",
       "      <td>Vaughn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>Veronica Dietz</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Veronica_Dietz</td>\n",
       "      <td>Veronica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>Annushka Volovodov</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Annushka_Volov...</td>\n",
       "      <td>Annushka</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>Waithe</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Waithe_(Books)</td>\n",
       "      <td>Waithe</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>Carlos Walker</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Carlos_Walker</td>\n",
       "      <td>Carlos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>Chandra Wei</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chandra_Wei_(B...</td>\n",
       "      <td>Chandra</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>Wendell</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wendell</td>\n",
       "      <td>Wendell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>Wendy</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Wendy</td>\n",
       "      <td>Wendy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>William Sakai</td>\n",
       "      <td>https://expanse.fandom.com/wiki/William_Sakai</td>\n",
       "      <td>William</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>Chris Williams</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Chris_Williams</td>\n",
       "      <td>Chris</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>Xan Bisset</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Xan_Bisset_(Bo...</td>\n",
       "      <td>Xan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>Yacobsen</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Yacobsen_(Books)</td>\n",
       "      <td>Yacobsen</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>Yuri</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Yuri_(Books)</td>\n",
       "      <td>Yuri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>Zach Kazantzakis</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Zach_Kazantzakis</td>\n",
       "      <td>Zach</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>Zep</td>\n",
       "      <td>https://expanse.fandom.com/wiki/Zep</td>\n",
       "      <td>Zep</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                character_name  \\\n",
       "0                        Aaman   \n",
       "1                       Aaron    \n",
       "2                       Abril    \n",
       "3                 Ade Tukunbo    \n",
       "4               Adiki-Sandoval   \n",
       "5                      Adiyah    \n",
       "6                Admiral Milan   \n",
       "7                       Agnete   \n",
       "8             Carl al-Dujaili    \n",
       "9                    Al-Farmi    \n",
       "10              Evelyn Albert    \n",
       "11             Alberto Correa    \n",
       "12        Alexander Verbinski    \n",
       "13        Charles Jacob Allen    \n",
       "14                Lydia Allen    \n",
       "15                Althea Ecco    \n",
       "16                       Alyn    \n",
       "17                 Ami Henders   \n",
       "18                        Amy    \n",
       "19               Kasim Andrada   \n",
       "20                     Andrew    \n",
       "21                   Annamarie   \n",
       "22                Father Anton   \n",
       "23                   Arbrecht    \n",
       "24                      Arjun    \n",
       "25                Arnold Mfume   \n",
       "26                    Ashanti    \n",
       "27            Asher Kamamatsu    \n",
       "28                    Ashford    \n",
       "29          Augustin Balecheck   \n",
       "30         Chrisjen Avasarala    \n",
       "31           Carlos c de Baca    \n",
       "32                Bakari Kamal   \n",
       "33                    Barry Li   \n",
       "34             Fermín Beltran    \n",
       "35                    Bertold    \n",
       "36                     Bhalki    \n",
       "37            Biryar Rittenaur   \n",
       "38                Cara Bisset    \n",
       "39                      Blanca   \n",
       "40                      Botton   \n",
       "41               Doris Bourne    \n",
       "42                   Bouthers    \n",
       "43                      Brown    \n",
       "44                Amos Burton    \n",
       "45              Rebecca Byers    \n",
       "46                        C.J.   \n",
       "47                     Caesar    \n",
       "48                    Cameron    \n",
       "49                Cameron Paj    \n",
       "50             Captain Burnham   \n",
       "51             Carlisle Hayyam   \n",
       "52                  Carmichael   \n",
       "53                 Carrie Fisk   \n",
       "54                Caspar Asoau   \n",
       "55                       Cass    \n",
       "56                 Elio Casti    \n",
       "57                       Caton   \n",
       "58                      Caudel   \n",
       "59                  Charanpal    \n",
       "60            Bomie Chatterjee   \n",
       "61             Michelle Cheval   \n",
       "62              Carol Chiwewe    \n",
       "63                   Choudhary   \n",
       "64     Christina Huang Samuels   \n",
       "65                      Chuchu   \n",
       "66                      Chuck    \n",
       "67                      Chuck    \n",
       "68               Chucky Snails   \n",
       "69                       Clip    \n",
       "70               Connor Weigel   \n",
       "71                     Coombs    \n",
       "72                       Coop    \n",
       "73                 Safwan Cork   \n",
       "74              Hector Cortez    \n",
       "75             Paolo Cortázar    \n",
       "76                     Cotyar    \n",
       "77                        Cyn    \n",
       "78                     Darius    \n",
       "79                     Darren    \n",
       "80                        Dave   \n",
       "81                   Davenport   \n",
       "82         David Artemis Kuhn    \n",
       "83             Anderson Dawes    \n",
       "84                  Diecisete    \n",
       "85                     Dimitri   \n",
       "86                      Diogo    \n",
       "87                     Dookie    \n",
       "88                  Dot Bisset   \n",
       "89                 Ben Draper    \n",
       "90              Bobbie Draper    \n",
       "91               David Draper    \n",
       "92             Antony Dresden    \n",
       "93                    Drexler    \n",
       "94             Camina Drummer    \n",
       "95              Teresa Duarte    \n",
       "96             Winston Duarte    \n",
       "97                Dust Runners   \n",
       "98              Eduard Hopkins   \n",
       "99                      Elise    \n",
       "100             Emily Babbage    \n",
       "101            Emily Richards    \n",
       "102              Emma Zomorodi   \n",
       "103           Solomon Epstein    \n",
       "104                     Erich    \n",
       "105                      Ernz    \n",
       "106       Sadavir Errinwright    \n",
       "107          Caitlin Esquibel    \n",
       "108   Esteban Sorrento-Gillis    \n",
       "109          Evans Garner-Choi   \n",
       "110                Evita Jung    \n",
       "111            Ezio Rodriguez    \n",
       "112               Tilly Fagan    \n",
       "113              Father Michel   \n",
       "114                      Fong    \n",
       "115               Foster Sales   \n",
       "116              Gabby Smalls    \n",
       "117                 Nancy Gao    \n",
       "118               Shed Garvey    \n",
       "119               Gary Bisset    \n",
       "120                  George Li   \n",
       "121                        Gia   \n",
       "122                    Giselle   \n",
       "123                     Givens   \n",
       "124               Rini Glaudin   \n",
       "125                     Gomez    \n",
       "126         Liang Goodfortune    \n",
       "127                  Gor Droga   \n",
       "128                    Gourab    \n",
       "129             Governor Kwan    \n",
       "130                     Graves   \n",
       "131        Grover Balakrishnan   \n",
       "132                    Guthrie   \n",
       "133              Alonzo Guzman   \n",
       "134                Hardberger    \n",
       "135               Harshaan Lee   \n",
       "136          Dimitri Havelock    \n",
       "137  Kaarlo Henderson-Charles    \n",
       "138            Hinekiri Brown    \n",
       "139                      Hogan   \n",
       "140              James Holden    \n",
       "141                Taryn Hong    \n",
       "142             Payne Houston    \n",
       "143                     Hutch    \n",
       "144                Jason Ilich   \n",
       "145                      Imari   \n",
       "146              Filip Inaros    \n",
       "147              Marco Inaros    \n",
       "148                     Iwasa    \n",
       "149                   Jackson    \n",
       "150                   Jakulski   \n",
       "151                    Jandro    \n",
       "152                     Jasira   \n",
       "153              Jehon Dzurban   \n",
       "154                 Jen Lively   \n",
       "155                   Jianguo    \n",
       "156             Jila Sorormaya   \n",
       "157           Jillian Houston    \n",
       "158              Fred Johnson    \n",
       "159                     Jones    \n",
       "160                    Jordao    \n",
       "161                     Josep    \n",
       "162                     Joseph   \n",
       "163                      Josie   \n",
       "164                    Juarez    \n",
       "165       Manéo Jung-Espinoza    \n",
       "166                Alex Kamal    \n",
       "167                 Rohi Kamal   \n",
       "168                    Kanter    \n",
       "169                     Karal    \n",
       "170                      Kasik   \n",
       "171              Katoa Merton    \n",
       "172              Katria Mendez   \n",
       "173                Ian Kefilwe   \n",
       "174                     Kelly    \n",
       "175                     Kenzi    \n",
       "176                   Kibushi    \n",
       "177                      Kiki    \n",
       "178          Acacia Kindermann   \n",
       "179                        Kip   \n",
       "180                  Kit Kamal   \n",
       "181            Muhammed Klein    \n",
       "182                      Kofi    \n",
       "183                 Konecheck    \n",
       "184          Benedito Lafflin    \n",
       "185           Onni Langstiver    \n",
       "186                Lara Kasten   \n",
       "187                        Le    \n",
       "188                   Jon Lee    \n",
       "189                   Jona Lee   \n",
       "190                    Leelee    \n",
       "191                    Lester    \n",
       "192                Levi Watts    \n",
       "193                  Ekko Levy   \n",
       "194                    Leward    \n",
       "195                    Wan Li    \n",
       "196                     Lodge    \n",
       "197             Chava Lombaugh   \n",
       "198                       Long   \n",
       "199                     Lopez    \n",
       "200                 Anthea Mao   \n",
       "201                Ariadne Mao   \n",
       "202              Clarissa Mao    \n",
       "203          Jules-Pierre Mao    \n",
       "204                 Julie Mao    \n",
       "205                Michael Mao   \n",
       "206                  Petyr Mao   \n",
       "207              Marama Brown    \n",
       "208               Semple Marks   \n",
       "209               Marrel Imvic   \n",
       "210                   Martens    \n",
       "211             Fernand Massey   \n",
       "212                 Mateo Judd   \n",
       "213                Maura Patel   \n",
       "214                    McBride   \n",
       "215            Ahmed McCahill    \n",
       "216                  McDowell    \n",
       "217                    Mellin    \n",
       "218                  Mei Meng    \n",
       "219            Praxidike Meng    \n",
       "220                    Merton    \n",
       "221              Felcia Merton   \n",
       "222               Jacek Merton   \n",
       "223               Lucia Merton   \n",
       "224      Michael-Jon de Uturbé   \n",
       "225                 Michio Pa    \n",
       "226                  Mikey Ko    \n",
       "227           Josephus Miller    \n",
       "228                      Miral   \n",
       "229                      Mole    \n",
       "230             Mona Rittenaur   \n",
       "231             Monica Stuart    \n",
       "232                Montemayor    \n",
       "233                    Morris    \n",
       "234                      Mose    \n",
       "235                   Moynahan   \n",
       "236                      Muhan   \n",
       "237               Nicola Mulko   \n",
       "238             Muriel Cowper    \n",
       "239           Adolphus Murtry    \n",
       "240                    Muskrat   \n",
       "241              Octavia Muss    \n",
       "242       Alexi Myerson-Freud    \n",
       "243              Naomi Nagata    \n",
       "244                      Nami    \n",
       "245              Nathan Smith    \n",
       "246                   Navarro    \n",
       "247               Albin Nazari   \n",
       "248                 Nettleford   \n",
       "249            Augusto Nguyen    \n",
       "250        Nicholas Trubachev    \n",
       "251                Mina Njoku    \n",
       "252                Noel Mugabo   \n",
       "253                      Nono    \n",
       "254                      Okju    \n",
       "255                Elvi Okoye    \n",
       "256         Fayez Okoye-Sarkis   \n",
       "257               Oksana Busch   \n",
       "258              Aimee Ostmann   \n",
       "259          Lester Overstreet   \n",
       "260                    Owsley    \n",
       "261             Charles Parker   \n",
       "262                      Paula   \n",
       "263            Paula Gutierrez   \n",
       "264               Trina Pilau    \n",
       "265                     Pycior   \n",
       "266          Quiana Karvonides   \n",
       "267                   Quintana   \n",
       "268                      Ramez   \n",
       "269                       Ren    \n",
       "270             Richard Tseng    \n",
       "271                      Rico    \n",
       "272                    Roberts   \n",
       "273                      Roma    \n",
       "274                      Rona    \n",
       "275        Rosenfeld Guoliang    \n",
       "276               Belinda Ross   \n",
       "277            Rowena Estancia   \n",
       "278             Rowman Perkins   \n",
       "279                Rugged Man    \n",
       "280             Anamarie Ruiz    \n",
       "281                     Sa'id    \n",
       "282                       Saba   \n",
       "283              Mehmet Sagale   \n",
       "284                      Salis   \n",
       "285          Samara Rosenberg    \n",
       "286         Christina Samuels    \n",
       "287                  Sandra Ip   \n",
       "288           Sandrine Gujarat   \n",
       "289             Nico Sanjrani    \n",
       "290      Santiago Jilie Singh    \n",
       "291     Santichai Supitayaporn   \n",
       "292         Emily Santos-Baca    \n",
       "293                Sauveterre    \n",
       "294                 Sematimba    \n",
       "295                     Serge    \n",
       "296                   Shaddid    \n",
       "297         Silvestari Campos    \n",
       "298                     Singh    \n",
       "299                 Elsa Singh   \n",
       "300              Natalia Singh   \n",
       "301              Jae-Eun Song    \n",
       "302                     Sophie   \n",
       "303             Soren Cottwald   \n",
       "304           Michael Souther    \n",
       "305                     Stanni   \n",
       "306                    Stokes    \n",
       "307                Strickland    \n",
       "308                     Sujai    \n",
       "309                  Sullivan    \n",
       "310           Sun-yi Steinberg   \n",
       "311       Melissa Supitayaporn   \n",
       "312             Susanna Foyle    \n",
       "313              Suyet Klinger   \n",
       "314                Takeshi Oba   \n",
       "315                   Talissa    \n",
       "316                     Tamara   \n",
       "317               Auden Tammet   \n",
       "318             Aliana Tanaka    \n",
       "319                   Tanja Li   \n",
       "320           Eric Tannhauser    \n",
       "321               Tev Hillman    \n",
       "322               Theresa Yao    \n",
       "323                  Thorsson    \n",
       "324                      Timmy   \n",
       "325                       Tjon   \n",
       "326                       Tom    \n",
       "327                    Travin    \n",
       "328                    Travis    \n",
       "329             Travon Barrish   \n",
       "330               Anton Trejo    \n",
       "331                      Trinh   \n",
       "332             Tristan Reeves   \n",
       "333                     Trying   \n",
       "334                Cameron Tur   \n",
       "335                       Uchi   \n",
       "336                      Umea    \n",
       "337                   Van Ark    \n",
       "338                Vandercaust   \n",
       "339                    Vaughn    \n",
       "340             Veronica Dietz   \n",
       "341         Annushka Volovodov   \n",
       "342                    Waithe    \n",
       "343              Carlos Walker   \n",
       "344               Chandra Wei    \n",
       "345                    Wendell   \n",
       "346                      Wendy   \n",
       "347              William Sakai   \n",
       "348             Chris Williams   \n",
       "349                Xan Bisset    \n",
       "350                  Yacobsen    \n",
       "351                      Yuri    \n",
       "352           Zach Kazantzakis   \n",
       "353                        Zep   \n",
       "\n",
       "                                                   url      first_name  \n",
       "0                https://expanse.fandom.com/wiki/Aaman           Aaman  \n",
       "1        https://expanse.fandom.com/wiki/Aaron_(Books)           Aaron  \n",
       "2        https://expanse.fandom.com/wiki/Abril_(Books)           Abril  \n",
       "3    https://expanse.fandom.com/wiki/Ade_Tukunbo_(B...             Ade  \n",
       "4       https://expanse.fandom.com/wiki/Adiki-Sandoval  Adiki-Sandoval  \n",
       "5       https://expanse.fandom.com/wiki/Adiyah_(Books)          Adiyah  \n",
       "6        https://expanse.fandom.com/wiki/Admiral_Milan           Milan  \n",
       "7               https://expanse.fandom.com/wiki/Agnete          Agnete  \n",
       "8    https://expanse.fandom.com/wiki/Carl_al-Dujail...            Carl  \n",
       "9     https://expanse.fandom.com/wiki/Al-Farmi_(Books)        Al-Farmi  \n",
       "10   https://expanse.fandom.com/wiki/Evelyn_Albert_...          Evelyn  \n",
       "11   https://expanse.fandom.com/wiki/Alberto_Correa...         Alberto  \n",
       "12   https://expanse.fandom.com/wiki/Alexander_Verb...       Alexander  \n",
       "13   https://expanse.fandom.com/wiki/Charles_Jacob_...         Charles  \n",
       "14   https://expanse.fandom.com/wiki/Lydia_Allen_(B...           Lydia  \n",
       "15   https://expanse.fandom.com/wiki/Althea_Ecco_(B...          Althea  \n",
       "16        https://expanse.fandom.com/wiki/Alyn_(Books)            Alyn  \n",
       "17         https://expanse.fandom.com/wiki/Ami_Henders             Ami  \n",
       "18         https://expanse.fandom.com/wiki/Amy_(Books)             Amy  \n",
       "19       https://expanse.fandom.com/wiki/Kasim_Andrada           Kasim  \n",
       "20      https://expanse.fandom.com/wiki/Andrew_(Books)          Andrew  \n",
       "21           https://expanse.fandom.com/wiki/Annamarie       Annamarie  \n",
       "22               https://expanse.fandom.com/wiki/Anton    Father Anton  \n",
       "23    https://expanse.fandom.com/wiki/Arbrecht_(Books)        Arbrecht  \n",
       "24       https://expanse.fandom.com/wiki/Arjun_(Books)           Arjun  \n",
       "25        https://expanse.fandom.com/wiki/Arnold_Mfume          Arnold  \n",
       "26     https://expanse.fandom.com/wiki/Ashanti_(Books)         Ashanti  \n",
       "27   https://expanse.fandom.com/wiki/Asher_Kamamats...           Asher  \n",
       "28     https://expanse.fandom.com/wiki/Ashford_(Books)         Ashford  \n",
       "29   https://expanse.fandom.com/wiki/Augustin_Balec...        Augustin  \n",
       "30   https://expanse.fandom.com/wiki/Chrisjen_Avasa...        Chrisjen  \n",
       "31   https://expanse.fandom.com/wiki/Carlos_c_de_Ba...          Carlos  \n",
       "32        https://expanse.fandom.com/wiki/Bakari_Kamal          Bakari  \n",
       "33            https://expanse.fandom.com/wiki/Barry_Li           Barry  \n",
       "34   https://expanse.fandom.com/wiki/Ferm%C3%ADn_Be...          Fermín  \n",
       "35     https://expanse.fandom.com/wiki/Bertold_(Books)         Bertold  \n",
       "36      https://expanse.fandom.com/wiki/Bhalki_(Books)          Bhalki  \n",
       "37    https://expanse.fandom.com/wiki/Biryar_Rittenaur          Biryar  \n",
       "38   https://expanse.fandom.com/wiki/Cara_Bisset_(B...            Cara  \n",
       "39              https://expanse.fandom.com/wiki/Blanca          Blanca  \n",
       "40              https://expanse.fandom.com/wiki/Botton          Botton  \n",
       "41   https://expanse.fandom.com/wiki/Doris_Bourne_(...           Doris  \n",
       "42    https://expanse.fandom.com/wiki/Bouthers_(Books)        Bouthers  \n",
       "43       https://expanse.fandom.com/wiki/Brown_(Books)           Brown  \n",
       "44   https://expanse.fandom.com/wiki/Amos_Burton_(B...            Amos  \n",
       "45   https://expanse.fandom.com/wiki/Rebecca_Byers_...         Rebecca  \n",
       "46                https://expanse.fandom.com/wiki/C.J.            C.J.  \n",
       "47      https://expanse.fandom.com/wiki/Caesar_(Books)          Caesar  \n",
       "48     https://expanse.fandom.com/wiki/Cameron_(Books)         Cameron  \n",
       "49   https://expanse.fandom.com/wiki/Cameron_Paj_(B...         Cameron  \n",
       "50     https://expanse.fandom.com/wiki/Captain_Burnham         Burnham  \n",
       "51     https://expanse.fandom.com/wiki/Carlisle_Hayyam        Carlisle  \n",
       "52          https://expanse.fandom.com/wiki/Carmichael      Carmichael  \n",
       "53         https://expanse.fandom.com/wiki/Carrie_Fisk          Carrie  \n",
       "54        https://expanse.fandom.com/wiki/Caspar_Asoau          Caspar  \n",
       "55        https://expanse.fandom.com/wiki/Cass_(Books)            Cass  \n",
       "56   https://expanse.fandom.com/wiki/Elio_Casti_(Bo...            Elio  \n",
       "57               https://expanse.fandom.com/wiki/Caton           Caton  \n",
       "58              https://expanse.fandom.com/wiki/Caudel          Caudel  \n",
       "59   https://expanse.fandom.com/wiki/Charanpal_(Books)       Charanpal  \n",
       "60    https://expanse.fandom.com/wiki/Bomie_Chatterjee           Bomie  \n",
       "61     https://expanse.fandom.com/wiki/Michelle_Cheval        Michelle  \n",
       "62   https://expanse.fandom.com/wiki/Carol_Chiwewe_...           Carol  \n",
       "63           https://expanse.fandom.com/wiki/Choudhary       Choudhary  \n",
       "64   https://expanse.fandom.com/wiki/Christina_Huan...       Christina  \n",
       "65              https://expanse.fandom.com/wiki/Chuchu          Chuchu  \n",
       "66   https://expanse.fandom.com/wiki/Chuck_(Caliban...           Chuck  \n",
       "67   https://expanse.fandom.com/wiki/Chuck_(Tiamat%...           Chuck  \n",
       "68       https://expanse.fandom.com/wiki/Chucky_Snails          Chucky  \n",
       "69        https://expanse.fandom.com/wiki/Clip_(Books)            Clip  \n",
       "70       https://expanse.fandom.com/wiki/Connor_Weigel          Connor  \n",
       "71      https://expanse.fandom.com/wiki/Coombs_(Books)          Coombs  \n",
       "72        https://expanse.fandom.com/wiki/Coop_(Books)            Coop  \n",
       "73         https://expanse.fandom.com/wiki/Safwan_Cork          Safwan  \n",
       "74   https://expanse.fandom.com/wiki/Hector_Cortez_...          Hector  \n",
       "75   https://expanse.fandom.com/wiki/Paolo_Cort%C3%...           Paolo  \n",
       "76      https://expanse.fandom.com/wiki/Cotyar_(Books)          Cotyar  \n",
       "77         https://expanse.fandom.com/wiki/Cyn_(Books)             Cyn  \n",
       "78      https://expanse.fandom.com/wiki/Darius_(Books)          Darius  \n",
       "79      https://expanse.fandom.com/wiki/Darren_(Books)          Darren  \n",
       "80                https://expanse.fandom.com/wiki/Dave            Dave  \n",
       "81           https://expanse.fandom.com/wiki/Davenport       Davenport  \n",
       "82   https://expanse.fandom.com/wiki/David_Artemis_...           David  \n",
       "83   https://expanse.fandom.com/wiki/Anderson_Dawes...        Anderson  \n",
       "84   https://expanse.fandom.com/wiki/Diecisete_(Books)       Diecisete  \n",
       "85             https://expanse.fandom.com/wiki/Dimitri         Dimitri  \n",
       "86       https://expanse.fandom.com/wiki/Diogo_(Books)           Diogo  \n",
       "87      https://expanse.fandom.com/wiki/Dookie_(Books)          Dookie  \n",
       "88          https://expanse.fandom.com/wiki/Dot_Bisset             Dot  \n",
       "89   https://expanse.fandom.com/wiki/Ben_Draper_(Bo...             Ben  \n",
       "90   https://expanse.fandom.com/wiki/Bobbie_Draper_...          Bobbie  \n",
       "91   https://expanse.fandom.com/wiki/David_Draper_(...           David  \n",
       "92   https://expanse.fandom.com/wiki/Antony_Dresden...          Antony  \n",
       "93     https://expanse.fandom.com/wiki/Drexler_(Books)         Drexler  \n",
       "94   https://expanse.fandom.com/wiki/Camina_Drummer...          Camina  \n",
       "95   https://expanse.fandom.com/wiki/Teresa_Duarte_...          Teresa  \n",
       "96   https://expanse.fandom.com/wiki/Winston_Duarte...         Winston  \n",
       "97        https://expanse.fandom.com/wiki/Dust_Runners            Dust  \n",
       "98      https://expanse.fandom.com/wiki/Eduard_Hopkins          Eduard  \n",
       "99       https://expanse.fandom.com/wiki/Elise_(Books)           Elise  \n",
       "100  https://expanse.fandom.com/wiki/Emily_Babbage_...           Emily  \n",
       "101  https://expanse.fandom.com/wiki/Emily_Richards...           Emily  \n",
       "102      https://expanse.fandom.com/wiki/Emma_Zomorodi            Emma  \n",
       "103  https://expanse.fandom.com/wiki/Solomon_Epstei...         Solomon  \n",
       "104      https://expanse.fandom.com/wiki/Erich_(Books)           Erich  \n",
       "105       https://expanse.fandom.com/wiki/Ernz_(Books)            Ernz  \n",
       "106  https://expanse.fandom.com/wiki/Sadavir_Errinw...         Sadavir  \n",
       "107  https://expanse.fandom.com/wiki/Caitlin_Esquib...         Caitlin  \n",
       "108  https://expanse.fandom.com/wiki/Esteban_Sorren...         Esteban  \n",
       "109  https://expanse.fandom.com/wiki/Evans_Garner-Choi           Evans  \n",
       "110  https://expanse.fandom.com/wiki/Evita_Jung_(Bo...           Evita  \n",
       "111  https://expanse.fandom.com/wiki/Ezio_Rodriguez...            Ezio  \n",
       "112  https://expanse.fandom.com/wiki/Tilly_Fagan_(B...           Tilly  \n",
       "113      https://expanse.fandom.com/wiki/Father_Michel   Father Michel  \n",
       "114       https://expanse.fandom.com/wiki/Fong_(Books)            Fong  \n",
       "115       https://expanse.fandom.com/wiki/Foster_Sales          Foster  \n",
       "116  https://expanse.fandom.com/wiki/Gabby_Smalls_(...           Gabby  \n",
       "117  https://expanse.fandom.com/wiki/Nancy_Gao_(Books)           Nancy  \n",
       "118  https://expanse.fandom.com/wiki/Shed_Garvey_(B...            Shed  \n",
       "119  https://expanse.fandom.com/wiki/Gary_Bisset_(B...            Gary  \n",
       "120          https://expanse.fandom.com/wiki/George_Li          George  \n",
       "121                https://expanse.fandom.com/wiki/Gia             Gia  \n",
       "122            https://expanse.fandom.com/wiki/Giselle         Giselle  \n",
       "123             https://expanse.fandom.com/wiki/Givens          Givens  \n",
       "124       https://expanse.fandom.com/wiki/Rini_Glaudin            Rini  \n",
       "125      https://expanse.fandom.com/wiki/Gomez_(Books)           Gomez  \n",
       "126  https://expanse.fandom.com/wiki/Liang_Goodfort...           Liang  \n",
       "127          https://expanse.fandom.com/wiki/Gor_Droga             Gor  \n",
       "128     https://expanse.fandom.com/wiki/Gourab_(Books)          Gourab  \n",
       "129  https://expanse.fandom.com/wiki/Governor_Kwan_...        Governor  \n",
       "130             https://expanse.fandom.com/wiki/Graves          Graves  \n",
       "131  https://expanse.fandom.com/wiki/Grover_Balakri...          Grover  \n",
       "132            https://expanse.fandom.com/wiki/Guthrie         Guthrie  \n",
       "133      https://expanse.fandom.com/wiki/Alonzo_Guzman          Alonzo  \n",
       "134  https://expanse.fandom.com/wiki/Hardberger_(Bo...      Hardberger  \n",
       "135       https://expanse.fandom.com/wiki/Harshaan_Lee        Harshaan  \n",
       "136  https://expanse.fandom.com/wiki/Dimitri_Havelo...         Dimitri  \n",
       "137  https://expanse.fandom.com/wiki/Kaarlo_Henders...          Kaarlo  \n",
       "138  https://expanse.fandom.com/wiki/Hinekiri_Brown...        Hinekiri  \n",
       "139              https://expanse.fandom.com/wiki/Hogan           Hogan  \n",
       "140  https://expanse.fandom.com/wiki/James_Holden_(...             Jim  \n",
       "141  https://expanse.fandom.com/wiki/Taryn_Hong_(Bo...           Taryn  \n",
       "142  https://expanse.fandom.com/wiki/Payne_Houston_...           Payne  \n",
       "143      https://expanse.fandom.com/wiki/Hutch_(Books)           Hutch  \n",
       "144        https://expanse.fandom.com/wiki/Jason_Ilich           Jason  \n",
       "145              https://expanse.fandom.com/wiki/Imari           Imari  \n",
       "146  https://expanse.fandom.com/wiki/Filip_Inaros_(...           Filip  \n",
       "147  https://expanse.fandom.com/wiki/Marco_Inaros_(...           Marco  \n",
       "148      https://expanse.fandom.com/wiki/Iwasa_(Books)           Iwasa  \n",
       "149    https://expanse.fandom.com/wiki/Jackson_(Books)         Jackson  \n",
       "150           https://expanse.fandom.com/wiki/Jakulski        Jakulski  \n",
       "151     https://expanse.fandom.com/wiki/Jandro_(Books)          Jandro  \n",
       "152             https://expanse.fandom.com/wiki/Jasira          Jasira  \n",
       "153      https://expanse.fandom.com/wiki/Jehon_Dzurban           Jehon  \n",
       "154         https://expanse.fandom.com/wiki/Jen_Lively             Jen  \n",
       "155    https://expanse.fandom.com/wiki/Jianguo_(Books)         Jianguo  \n",
       "156     https://expanse.fandom.com/wiki/Jila_Sorormaya            Jila  \n",
       "157  https://expanse.fandom.com/wiki/Jillian_Housto...         Jillian  \n",
       "158  https://expanse.fandom.com/wiki/Fred_Johnson_(...            Fred  \n",
       "159      https://expanse.fandom.com/wiki/Jones_(Books)           Jones  \n",
       "160     https://expanse.fandom.com/wiki/Jordao_(Books)          Jordao  \n",
       "161      https://expanse.fandom.com/wiki/Josep_(Books)           Josep  \n",
       "162             https://expanse.fandom.com/wiki/Joseph          Joseph  \n",
       "163              https://expanse.fandom.com/wiki/Josie           Josie  \n",
       "164     https://expanse.fandom.com/wiki/Juarez_(Books)          Juarez  \n",
       "165  https://expanse.fandom.com/wiki/Man%C3%A9o_Jun...           Manéo  \n",
       "166  https://expanse.fandom.com/wiki/Alex_Kamal_(Bo...            Alex  \n",
       "167         https://expanse.fandom.com/wiki/Rohi_Kamal            Rohi  \n",
       "168     https://expanse.fandom.com/wiki/Kanter_(Books)          Kanter  \n",
       "169      https://expanse.fandom.com/wiki/Karal_(Books)           Karal  \n",
       "170              https://expanse.fandom.com/wiki/Kasik           Kasik  \n",
       "171  https://expanse.fandom.com/wiki/Katoa_Merton_(...           Katoa  \n",
       "172      https://expanse.fandom.com/wiki/Katria_Mendez          Katria  \n",
       "173        https://expanse.fandom.com/wiki/Ian_Kefilwe             Ian  \n",
       "174      https://expanse.fandom.com/wiki/Kelly_(Books)           Kelly  \n",
       "175      https://expanse.fandom.com/wiki/Kenzi_(Books)           Kenzi  \n",
       "176    https://expanse.fandom.com/wiki/Kibushi_(Books)         Kibushi  \n",
       "177       https://expanse.fandom.com/wiki/Kiki_(Books)            Kiki  \n",
       "178  https://expanse.fandom.com/wiki/Acacia_Kindermann          Acacia  \n",
       "179                https://expanse.fandom.com/wiki/Kip             Kip  \n",
       "180          https://expanse.fandom.com/wiki/Kit_Kamal             Kit  \n",
       "181  https://expanse.fandom.com/wiki/Muhammed_Klein...        Muhammed  \n",
       "182       https://expanse.fandom.com/wiki/Kofi_(Books)            Kofi  \n",
       "183  https://expanse.fandom.com/wiki/Konecheck_(Books)       Konecheck  \n",
       "184  https://expanse.fandom.com/wiki/Benedito_Laffl...        Benedito  \n",
       "185  https://expanse.fandom.com/wiki/Onni_Langstive...            Onni  \n",
       "186        https://expanse.fandom.com/wiki/Lara_Kasten            Lara  \n",
       "187         https://expanse.fandom.com/wiki/Le_(Books)              Le  \n",
       "188    https://expanse.fandom.com/wiki/Jon_Lee_(Books)             Jon  \n",
       "189           https://expanse.fandom.com/wiki/Jona_Lee            Jona  \n",
       "190     https://expanse.fandom.com/wiki/Leelee_(Books)          Leelee  \n",
       "191     https://expanse.fandom.com/wiki/Lester_(Books)          Lester  \n",
       "192  https://expanse.fandom.com/wiki/Levi_Watts_(Bo...            Levi  \n",
       "193          https://expanse.fandom.com/wiki/Ekko_Levy            Ekko  \n",
       "194     https://expanse.fandom.com/wiki/Leward_(Books)          Leward  \n",
       "195     https://expanse.fandom.com/wiki/Wan_Li_(Books)             Wan  \n",
       "196      https://expanse.fandom.com/wiki/Lodge_(Books)           Lodge  \n",
       "197     https://expanse.fandom.com/wiki/Chava_Lombaugh           Chava  \n",
       "198               https://expanse.fandom.com/wiki/Long            Long  \n",
       "199      https://expanse.fandom.com/wiki/Lopez_(Books)           Lopez  \n",
       "200         https://expanse.fandom.com/wiki/Anthea_Mao          Anthea  \n",
       "201        https://expanse.fandom.com/wiki/Ariadne_Mao         Ariadne  \n",
       "202  https://expanse.fandom.com/wiki/Clarissa_Mao_(...        Clarissa  \n",
       "203  https://expanse.fandom.com/wiki/Jules-Pierre_M...    Jules-Pierre  \n",
       "204  https://expanse.fandom.com/wiki/Julie_Mao_(Books)           Julie  \n",
       "205        https://expanse.fandom.com/wiki/Michael_Mao         Michael  \n",
       "206          https://expanse.fandom.com/wiki/Petyr_Mao           Petyr  \n",
       "207  https://expanse.fandom.com/wiki/Marama_Brown_(...          Marama  \n",
       "208       https://expanse.fandom.com/wiki/Semple_Marks          Semple  \n",
       "209       https://expanse.fandom.com/wiki/Marrel_Imvic          Marrel  \n",
       "210    https://expanse.fandom.com/wiki/Martens_(Books)         Martens  \n",
       "211     https://expanse.fandom.com/wiki/Fernand_Massey         Fernand  \n",
       "212         https://expanse.fandom.com/wiki/Mateo_Judd           Mateo  \n",
       "213        https://expanse.fandom.com/wiki/Maura_Patel           Maura  \n",
       "214            https://expanse.fandom.com/wiki/McBride         McBride  \n",
       "215  https://expanse.fandom.com/wiki/Ahmed_McCahill...           Ahmed  \n",
       "216   https://expanse.fandom.com/wiki/McDowell_(Books)        McDowell  \n",
       "217     https://expanse.fandom.com/wiki/Mellin_(Books)          Mellin  \n",
       "218   https://expanse.fandom.com/wiki/Mei_Meng_(Books)             Mei  \n",
       "219  https://expanse.fandom.com/wiki/Praxidike_Meng...       Praxidike  \n",
       "220     https://expanse.fandom.com/wiki/Merton_(Books)          Merton  \n",
       "221      https://expanse.fandom.com/wiki/Felcia_Merton          Felcia  \n",
       "222       https://expanse.fandom.com/wiki/Jacek_Merton           Jacek  \n",
       "223       https://expanse.fandom.com/wiki/Lucia_Merton           Lucia  \n",
       "224  https://expanse.fandom.com/wiki/Michael-Jon_de...     Michael-Jon  \n",
       "225  https://expanse.fandom.com/wiki/Michio_Pa_(Books)          Michio  \n",
       "226   https://expanse.fandom.com/wiki/Mikey_Ko_(Books)           Mikey  \n",
       "227  https://expanse.fandom.com/wiki/Josephus_Mille...          Miller  \n",
       "228              https://expanse.fandom.com/wiki/Miral           Miral  \n",
       "229       https://expanse.fandom.com/wiki/Mole_(Books)            Mole  \n",
       "230     https://expanse.fandom.com/wiki/Mona_Rittenaur            Mona  \n",
       "231  https://expanse.fandom.com/wiki/Monica_Stuart_...          Monica  \n",
       "232  https://expanse.fandom.com/wiki/Montemayor_(Bo...      Montemayor  \n",
       "233     https://expanse.fandom.com/wiki/Morris_(Books)          Morris  \n",
       "234       https://expanse.fandom.com/wiki/Mose_(Books)            Mose  \n",
       "235           https://expanse.fandom.com/wiki/Moynahan        Moynahan  \n",
       "236              https://expanse.fandom.com/wiki/Muhan           Muhan  \n",
       "237       https://expanse.fandom.com/wiki/Nicola_Mulko          Nicola  \n",
       "238  https://expanse.fandom.com/wiki/Muriel_Cowper_...          Muriel  \n",
       "239  https://expanse.fandom.com/wiki/Adolphus_Murtr...        Adolphus  \n",
       "240            https://expanse.fandom.com/wiki/Muskrat         Muskrat  \n",
       "241  https://expanse.fandom.com/wiki/Octavia_Muss_(...         Octavia  \n",
       "242  https://expanse.fandom.com/wiki/Alexi_Myerson-...           Alexi  \n",
       "243  https://expanse.fandom.com/wiki/Naomi_Nagata_(...           Naomi  \n",
       "244       https://expanse.fandom.com/wiki/Nami_(Books)            Nami  \n",
       "245  https://expanse.fandom.com/wiki/Nathan_Smith_(...          Nathan  \n",
       "246    https://expanse.fandom.com/wiki/Navarro_(Books)         Navarro  \n",
       "247       https://expanse.fandom.com/wiki/Albin_Nazari           Albin  \n",
       "248         https://expanse.fandom.com/wiki/Nettleford      Nettleford  \n",
       "249  https://expanse.fandom.com/wiki/Augusto_Nguyen...         Augusto  \n",
       "250  https://expanse.fandom.com/wiki/Nicholas_Truba...        Nicholas  \n",
       "251  https://expanse.fandom.com/wiki/Mina_Njoku_(Bo...            Mina  \n",
       "252        https://expanse.fandom.com/wiki/Noel_Mugabo            Noel  \n",
       "253       https://expanse.fandom.com/wiki/Nono_(Books)            Nono  \n",
       "254       https://expanse.fandom.com/wiki/Okju_(Books)            Okju  \n",
       "255  https://expanse.fandom.com/wiki/Elvi_Okoye_(Bo...            Elvi  \n",
       "256  https://expanse.fandom.com/wiki/Fayez_Okoye-Sa...           Fayez  \n",
       "257       https://expanse.fandom.com/wiki/Oksana_Busch          Oksana  \n",
       "258      https://expanse.fandom.com/wiki/Aimee_Ostmann           Aimee  \n",
       "259  https://expanse.fandom.com/wiki/Lester_Overstreet          Lester  \n",
       "260     https://expanse.fandom.com/wiki/Owsley_(Books)          Owsley  \n",
       "261     https://expanse.fandom.com/wiki/Charles_Parker         Charles  \n",
       "262              https://expanse.fandom.com/wiki/Paula           Paula  \n",
       "263    https://expanse.fandom.com/wiki/Paula_Gutierrez           Paula  \n",
       "264  https://expanse.fandom.com/wiki/Trina_Pilau_(B...           Trina  \n",
       "265             https://expanse.fandom.com/wiki/Pycior          Pycior  \n",
       "266  https://expanse.fandom.com/wiki/Quiana_Karvonides          Quiana  \n",
       "267           https://expanse.fandom.com/wiki/Quintana        Quintana  \n",
       "268              https://expanse.fandom.com/wiki/Ramez           Ramez  \n",
       "269        https://expanse.fandom.com/wiki/Ren_(Books)             Ren  \n",
       "270  https://expanse.fandom.com/wiki/Richard_Tseng_...         Richard  \n",
       "271       https://expanse.fandom.com/wiki/Rico_(Books)            Rico  \n",
       "272            https://expanse.fandom.com/wiki/Roberts         Roberts  \n",
       "273       https://expanse.fandom.com/wiki/Roma_(Books)            Roma  \n",
       "274       https://expanse.fandom.com/wiki/Rona_(Books)            Rona  \n",
       "275  https://expanse.fandom.com/wiki/Rosenfeld_Guol...       Rosenfeld  \n",
       "276       https://expanse.fandom.com/wiki/Belinda_Ross         Belinda  \n",
       "277    https://expanse.fandom.com/wiki/Rowena_Estancia          Rowena  \n",
       "278     https://expanse.fandom.com/wiki/Rowman_Perkins          Rowman  \n",
       "279  https://expanse.fandom.com/wiki/Rugged_Man_(Bo...          Rugged  \n",
       "280  https://expanse.fandom.com/wiki/Anamarie_Ruiz_...        Anamarie  \n",
       "281    https://expanse.fandom.com/wiki/Sa%27id_(Books)           Sa'id  \n",
       "282               https://expanse.fandom.com/wiki/Saba            Saba  \n",
       "283      https://expanse.fandom.com/wiki/Mehmet_Sagale          Mehmet  \n",
       "284              https://expanse.fandom.com/wiki/Salis           Salis  \n",
       "285  https://expanse.fandom.com/wiki/Samara_Rosenbe...          Samara  \n",
       "286  https://expanse.fandom.com/wiki/Christina_Samu...       Christina  \n",
       "287          https://expanse.fandom.com/wiki/Sandra_Ip          Sandra  \n",
       "288   https://expanse.fandom.com/wiki/Sandrine_Gujarat        Sandrine  \n",
       "289  https://expanse.fandom.com/wiki/Nico_Sanjrani_...            Nico  \n",
       "290  https://expanse.fandom.com/wiki/Santiago_Jilie...        Santiago  \n",
       "291  https://expanse.fandom.com/wiki/Santichai_Supi...       Santichai  \n",
       "292  https://expanse.fandom.com/wiki/Emily_Santos-B...           Emily  \n",
       "293  https://expanse.fandom.com/wiki/Sauveterre_(Bo...      Sauveterre  \n",
       "294  https://expanse.fandom.com/wiki/Sematimba_(Books)       Sematimba  \n",
       "295      https://expanse.fandom.com/wiki/Serge_(Books)           Serge  \n",
       "296    https://expanse.fandom.com/wiki/Shaddid_(Books)         Shaddid  \n",
       "297  https://expanse.fandom.com/wiki/Silvestari_Cam...      Silvestari  \n",
       "298      https://expanse.fandom.com/wiki/Singh_(Books)           Singh  \n",
       "299         https://expanse.fandom.com/wiki/Elsa_Singh            Elsa  \n",
       "300      https://expanse.fandom.com/wiki/Natalia_Singh         Natalia  \n",
       "301  https://expanse.fandom.com/wiki/Jae-Eun_Song_(...         Jae-Eun  \n",
       "302             https://expanse.fandom.com/wiki/Sophie          Sophie  \n",
       "303     https://expanse.fandom.com/wiki/Soren_Cottwald           Soren  \n",
       "304  https://expanse.fandom.com/wiki/Michael_Southe...         Michael  \n",
       "305             https://expanse.fandom.com/wiki/Stanni          Stanni  \n",
       "306     https://expanse.fandom.com/wiki/Stokes_(Books)          Stokes  \n",
       "307  https://expanse.fandom.com/wiki/Strickland_(Bo...      Strickland  \n",
       "308      https://expanse.fandom.com/wiki/Sujai_(Books)           Sujai  \n",
       "309   https://expanse.fandom.com/wiki/Sullivan_(Books)        Sullivan  \n",
       "310   https://expanse.fandom.com/wiki/Sun-yi_Steinberg          Sun-yi  \n",
       "311  https://expanse.fandom.com/wiki/Melissa_Supita...         Melissa  \n",
       "312  https://expanse.fandom.com/wiki/Susanna_Foyle_...         Susanna  \n",
       "313      https://expanse.fandom.com/wiki/Suyet_Klinger           Suyet  \n",
       "314        https://expanse.fandom.com/wiki/Takeshi_Oba         Takeshi  \n",
       "315    https://expanse.fandom.com/wiki/Talissa_(Books)         Talissa  \n",
       "316             https://expanse.fandom.com/wiki/Tamara          Tamara  \n",
       "317       https://expanse.fandom.com/wiki/Auden_Tammet           Auden  \n",
       "318  https://expanse.fandom.com/wiki/Aliana_Tanaka_...          Aliana  \n",
       "319           https://expanse.fandom.com/wiki/Tanja_Li           Tanja  \n",
       "320  https://expanse.fandom.com/wiki/Eric_Tannhause...            Eric  \n",
       "321  https://expanse.fandom.com/wiki/Tev_Hillman_(B...             Tev  \n",
       "322  https://expanse.fandom.com/wiki/Theresa_Yao_(B...         Theresa  \n",
       "323   https://expanse.fandom.com/wiki/Thorsson_(Books)        Thorsson  \n",
       "324              https://expanse.fandom.com/wiki/Timmy           Timmy  \n",
       "325               https://expanse.fandom.com/wiki/Tjon            Tjon  \n",
       "326        https://expanse.fandom.com/wiki/Tom_(Books)             Tom  \n",
       "327     https://expanse.fandom.com/wiki/Travin_(Books)          Travin  \n",
       "328     https://expanse.fandom.com/wiki/Travis_(Books)          Travis  \n",
       "329     https://expanse.fandom.com/wiki/Travon_Barrish          Travon  \n",
       "330  https://expanse.fandom.com/wiki/Anton_Trejo_(B...           Anton  \n",
       "331              https://expanse.fandom.com/wiki/Trinh           Trinh  \n",
       "332     https://expanse.fandom.com/wiki/Tristan_Reeves         Tristan  \n",
       "333             https://expanse.fandom.com/wiki/Trying          Trying  \n",
       "334        https://expanse.fandom.com/wiki/Cameron_Tur         Cameron  \n",
       "335               https://expanse.fandom.com/wiki/Uchi            Uchi  \n",
       "336       https://expanse.fandom.com/wiki/Umea_(Books)            Umea  \n",
       "337    https://expanse.fandom.com/wiki/Van_Ark_(Books)             Van  \n",
       "338        https://expanse.fandom.com/wiki/Vandercaust     Vandercaust  \n",
       "339     https://expanse.fandom.com/wiki/Vaughn_(Books)          Vaughn  \n",
       "340     https://expanse.fandom.com/wiki/Veronica_Dietz        Veronica  \n",
       "341  https://expanse.fandom.com/wiki/Annushka_Volov...        Annushka  \n",
       "342     https://expanse.fandom.com/wiki/Waithe_(Books)          Waithe  \n",
       "343      https://expanse.fandom.com/wiki/Carlos_Walker          Carlos  \n",
       "344  https://expanse.fandom.com/wiki/Chandra_Wei_(B...         Chandra  \n",
       "345            https://expanse.fandom.com/wiki/Wendell         Wendell  \n",
       "346              https://expanse.fandom.com/wiki/Wendy           Wendy  \n",
       "347      https://expanse.fandom.com/wiki/William_Sakai         William  \n",
       "348     https://expanse.fandom.com/wiki/Chris_Williams           Chris  \n",
       "349  https://expanse.fandom.com/wiki/Xan_Bisset_(Bo...             Xan  \n",
       "350   https://expanse.fandom.com/wiki/Yacobsen_(Books)        Yacobsen  \n",
       "351       https://expanse.fandom.com/wiki/Yuri_(Books)            Yuri  \n",
       "352   https://expanse.fandom.com/wiki/Zach_Kazantzakis            Zach  \n",
       "353                https://expanse.fandom.com/wiki/Zep             Zep  "
      ]
     },
     "execution_count": 93,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "characters_df"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Save the DataFrame to a CSV"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [],
   "source": [
    "characters_df.to_csv('expanse_characters.csv', index=False)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Project Inspiration & Code Source\n",
    "\n",
    "Thanks to Thu Vu data analytics for the inspiration and walkthrough for this project (YouTube Video with walkthrough here: https://www.youtube.com/watch?v=RuNolAh_4bU)! Code has been adapted for use on data for The Expanse characters.\n",
    "\n",
    "Check out The Expanse Fandom Wiki here: https://expanse.fandom.com/wiki/The_Expanse_Wiki"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  }
 ],
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
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  "orig_nbformat": 4,
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   "interpreter": {
    "hash": "fe0000782abc0f7405b97a69ef9d205e674e0a078a6053df3f2da5fe164e676e"
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