Model.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### loading and filtering the data\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = [ (d.split(\",\")[0].strip().lower(), d.split(\",\")[1].strip().lower()) for d in open(\"data/online_characters/DnD_characters_May2018.txt\").read().splitlines()[1:]]"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "probing data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('human', 5699),\n",
       " ('elf', 1509),\n",
       " ('half-elf', 1330),\n",
       " ('dwarf', 1297),\n",
       " ('halfling', 1230),\n",
       " ('tiefling', 1053),\n",
       " ('gnome', 863),\n",
       " ('half-orc', 733),\n",
       " ('dragonborn', 677),\n",
       " ('half elf', 479),\n",
       " ('wood elf', 284),\n",
       " ('aasimar', 280),\n",
       " ('drow', 256),\n",
       " ('orc', 251),\n",
       " ('high elf', 210),\n",
       " ('goliath', 206),\n",
       " ('goblin', 191),\n",
       " ('half orc', 162),\n",
       " ('tabaxi', 156),\n",
       " ('warforged', 133),\n",
       " ('kobold', 128),\n",
       " ('kenku', 124),\n",
       " ('aarakocra', 94),\n",
       " ('changeling', 93),\n",
       " ('lizardfolk', 90),\n",
       " ('eladrin', 78),\n",
       " ('teifling', 69),\n",
       " ('genasi', 65),\n",
       " ('minotaur', 63),\n",
       " ('firbolg', 60),\n",
       " ('catfolk', 58),\n",
       " ('dark elf', 53),\n",
       " ('kitsune', 46),\n",
       " ('hill dwarf', 40),\n",
       " ('forest gnome', 39),\n",
       " ('gnoll', 37),\n",
       " ('water genasi', 37),\n",
       " ('triton', 37),\n",
       " ('air genasi', 37),\n",
       " ('bugbear', 33),\n",
       " ('fire genasi', 32),\n",
       " ('hobgoblin', 31),\n",
       " ('mountain dwarf', 31),\n",
       " ('tortle', 30),\n",
       " ('shifter', 27),\n",
       " ('tengu', 26),\n",
       " ('dhampir', 24),\n",
       " ('ratfolk', 23),\n",
       " ('drow elf', 23),\n",
       " ('moon elf', 22),\n",
       " ('rock gnome', 22),\n",
       " ('', 22),\n",
       " ('yuan-ti', 22),\n",
       " ('lightfoot halfling', 21),\n",
       " ('pixie', 20),\n",
       " ('sylph', 20),\n",
       " ('halfing', 20),\n",
       " ('ifrit', 19),\n",
       " ('half-drow', 18),\n",
       " ('earth genasi', 17),\n",
       " ('centaur', 17),\n",
       " ('halfelf', 17),\n",
       " ('dragon', 17),\n",
       " ('half-giant', 17),\n",
       " ('elan', 16),\n",
       " ('vampire', 16),\n",
       " ('halforc', 15),\n",
       " ('half-ogre', 14),\n",
       " ('gray elf', 13),\n",
       " ('thri-kreen', 13),\n",
       " ('satyr', 13),\n",
       " ('half-dragon', 13),\n",
       " ('dryad', 12),\n",
       " ('sun elf', 12),\n",
       " ('lizardman', 12),\n",
       " ('grey elf', 12),\n",
       " ('skeleton', 12),\n",
       " ('deep gnome', 12),\n",
       " ('werewolf', 11),\n",
       " ('undead', 11),\n",
       " ('ogre', 11),\n",
       " ('grippli', 11),\n",
       " ('fetchling', 11),\n",
       " ('githzerai', 11),\n",
       " ('yuan-ti pureblood', 11),\n",
       " ('half giant', 11),\n",
       " ('android', 10),\n",
       " ('changling', 10),\n",
       " ('oread', 9),\n",
       " ('deva', 9),\n",
       " ('samsaran', 9),\n",
       " ('undine', 9),\n",
       " ('half-dwarf', 8),\n",
       " ('troll', 8),\n",
       " ('hafling', 8),\n",
       " ('kalashtar', 8),\n",
       " ('demon', 8),\n",
       " ('variant human', 8),\n",
       " ('wild elf', 8),\n",
       " ('dragonkin', 8)]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "racecount = {}\n",
    "for i in data:\n",
    "    if i[1].lower() in racecount:\n",
    "        racecount[i[1].lower()] += 1\n",
    "    else:\n",
    "        racecount[i[1].lower()] = 1\n",
    "\n",
    "sorted(racecount.items(),key=lambda x: x[1], reverse=True)[:100]"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "mild racism..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def merge(x): # all \"half\" races are too human sounding\n",
    "    if \"elf\" in x and \"half\" not in x:\n",
    "        return \"elf\"\n",
    "    if \"human\" in x and \"half\" not in x:\n",
    "        return \"human\"\n",
    "    if \"halfling\" in x: # halfling names are basically human\n",
    "        return \"human\"\n",
    "    if \"dwarf\" in x and \"half\" not in x:\n",
    "        return \"dwarf\"\n",
    "    if \"orc\" in x and \"half\" not in x:\n",
    "        return \"orc\"\n",
    "    if \"dragonborn\" in x and \"half\" not in x:\n",
    "        return \"dragonborn\"\n",
    "    if \"gnome\" in x and \"half\" not in x: #gnome names are basically dwarves\n",
    "        return \"dwarf\"\n",
    "    if \"goblin\" in x and \"half\" not in x: #goblin names are basically orcs\n",
    "        return \"orc\"\n",
    "    if \"ogre\" in x and \"half\" not in x: #ogre names are basically orcs\n",
    "        return \"orc\"\n",
    "    if \"dragon\" in x:\n",
    "        return \"dragonborn\"\n",
    "    if \"kobold\" in x:\n",
    "        return \"dragonborn\"\n",
    "    if x == \"teifling\": #common mispel\n",
    "        return \"tiefling\"\n",
    "    return x\n",
    "\n",
    "\n",
    "for i in range(len(data)):\n",
    "    data[i] = (data[i][0], merge(data[i][1]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('haley', 'human'),\n",
       " ('korshakk', 'half-orc'),\n",
       " ('aoi', 'half-orc'),\n",
       " ('lexina', 'fey'),\n",
       " ('gilshar', 'dwarf'),\n",
       " ('nathandriel kelemaneril', 'elf'),\n",
       " ('talon', 'halflight'),\n",
       " ('red', 'orc'),\n",
       " ('bubbles', 'dwarf'),\n",
       " ('slash', 'half-elf'),\n",
       " ('vallys termina', 'elf'),\n",
       " ('ven', 'human'),\n",
       " ('linxakasendalor surina', 'dragonborn'),\n",
       " ('mikropouli', 'kenku'),\n",
       " ('kestrelsong', 'half-orc'),\n",
       " ('tyanna argyl', 'catfolk'),\n",
       " ('tempus', 'tiefling'),\n",
       " ('melody', 'tiefling'),\n",
       " ('arden elsewhere', 'human'),\n",
       " ('maanu soundblade athunigane', 'goliath'),\n",
       " ('arfelesa tunnelcrusher', 'dwarf'),\n",
       " ('anakrit', 'human'),\n",
       " ('yana claroe', 'half-orc'),\n",
       " ('milo underhill', 'human'),\n",
       " ('lenore tintangel', 'human'),\n",
       " ('hosu sta', 'half-orc'),\n",
       " ('oughan', 'half-orc'),\n",
       " ('theta', 'drow'),\n",
       " ('ara marilsilwin', 'elf'),\n",
       " ('aviana blu', 'elf'),\n",
       " ('spixi helfyx', 'dwarf'),\n",
       " ('elinee renwick', 'human'),\n",
       " ('folami ryou chenzira', 'half-orc'),\n",
       " ('azagrok gomal', 'dwarf'),\n",
       " ('sir vanadan', 'half-elf'),\n",
       " ('coin', 'tiefling'),\n",
       " ('twilly timbers triproot', 'dwarf'),\n",
       " ('reda blackwater', 'half-elf'),\n",
       " ('mariel mcallaghan', 'half-elf'),\n",
       " ('hector de olivares', 'human'),\n",
       " ('ritloo garand', 'ratfolk'),\n",
       " ('divinos mala', 'human'),\n",
       " ('father bairn', 'human'),\n",
       " ('kila starpalm', 'elf'),\n",
       " ('drake napoleon', 'aarakocra'),\n",
       " ('rurik', 'orc'),\n",
       " ('wilson', 'tiefling'),\n",
       " ('nevair moore', 'tengu'),\n",
       " (\"conall 'o mordha\", 'firbolg'),\n",
       " ('dyne', 'human'),\n",
       " ('orkemi', 'orc'),\n",
       " ('patience', 'tiefling'),\n",
       " ('ksana', 'dragonborn'),\n",
       " ('thistle', 'orc'),\n",
       " ('moonflower', 'elf'),\n",
       " ('avant bard', 'human'),\n",
       " ('maratris carter', 'human'),\n",
       " ('uguu the glomper', 'half-orc'),\n",
       " ('vulwyn', 'elf'),\n",
       " ('nynx', 'human'),\n",
       " ('daeva', 'tiefling'),\n",
       " ('nikolas sundergard', 'human'),\n",
       " ('maxime', 'human'),\n",
       " ('adamas', 'tiefling'),\n",
       " ('dorgan', 'vanara'),\n",
       " ('charla tahn', 'half elf'),\n",
       " ('saspa', 'dwarf'),\n",
       " ('cornelia lodethorne', 'dwarf'),\n",
       " ('george hucky lucky', 'dragonborn'),\n",
       " (\"tornen mon'zsa\", 'human'),\n",
       " ('adelys', 'human'),\n",
       " ('corvi', 'elf'),\n",
       " ('ragnar the inscrutable', 'human'),\n",
       " ('\"nymnym \"\"twysty\"\" nyxfyx\"', 'dwarf'),\n",
       " ('nim', 'dwarf'),\n",
       " ('ser pounce', 'catfolk'),\n",
       " ('badger brambleoak', 'human'),\n",
       " ('feeba', 'tiefling'),\n",
       " ('dyne', 'human'),\n",
       " ('garnet', 'human'),\n",
       " ('hemlock', 'human'),\n",
       " ('skrillex', 'orc'),\n",
       " ('stigren rockclaw', 'dragonborn'),\n",
       " ('xiella seacalled', 'dragonborn'),\n",
       " ('azala the fiend hunter', 'half-orc'),\n",
       " ('taefa', 'tiefling'),\n",
       " ('garrick deathstrike', 'human'),\n",
       " ('claudia kajara', 'dragonborn'),\n",
       " ('kyiralya', 'elf'),\n",
       " ('lydia fallon', 'aasimar'),\n",
       " ('bihu', 'dragonborn'),\n",
       " ('juliand', 'human'),\n",
       " ('gades', 'human'),\n",
       " ('larran boromir', 'human'),\n",
       " ('rolan', 'half elf'),\n",
       " ('rukhl battlespoon', 'human'),\n",
       " ('klepto gimbrak', 'dwarf'),\n",
       " ('tally mouthrunner', 'half-elf'),\n",
       " ('cora terran', 'elf'),\n",
       " ('tel vos', 'elf'),\n",
       " ('alea kelun', 'half-orc'),\n",
       " ('donatello kallingster', 'half orc'),\n",
       " ('mirum murum', 'half-elf'),\n",
       " ('melicus galennius', 'human'),\n",
       " ('melody callathas', 'tiefling'),\n",
       " ('silaqui amakiir of nothnoril', 'elf'),\n",
       " ('mhaar vyyn', 'elf'),\n",
       " ('gully forgeclang', 'orc'),\n",
       " ('edward fallisto', 'half elf'),\n",
       " ('zeljaka', 'half-orc'),\n",
       " ('camelia merritt', 'tiefling'),\n",
       " ('sorin', 'human'),\n",
       " ('greenspear', 'elf'),\n",
       " ('isara', 'human'),\n",
       " ('sigurd', 'human'),\n",
       " ('moad', 'dwarf'),\n",
       " ('placid', 'half-orc'),\n",
       " ('anzu', 'aarakocra'),\n",
       " (\"ty'sinda\", 'aarakocra'),\n",
       " ('nephilia', 'tiefling'),\n",
       " ('northmint', 'dwarf'),\n",
       " ('kailua', 'human'),\n",
       " ('dunun', 'lizardfolk'),\n",
       " ('coldsnack', 'human'),\n",
       " ('happith cowel', 'human'),\n",
       " ('roerdin of fireforge', 'dwarf'),\n",
       " ('lazuli yasuko', 'genasi'),\n",
       " ('katarina', 'half elf'),\n",
       " ('sivven the mouse', 'ratfolk'),\n",
       " ('viath of the redwind', 'genasi'),\n",
       " ('rakden', 'tiefling'),\n",
       " ('darby day', 'human'),\n",
       " ('erwise', 'half elf'),\n",
       " ('garrow cross', 'tengu'),\n",
       " ('espyx', 'tiefling'),\n",
       " ('sigurd', 'half orc'),\n",
       " ('darva', 'dragonborn'),\n",
       " ('ishmael von helmholtz', 'elf'),\n",
       " ('nilbog', 'orc'),\n",
       " ('wu wei', 'human'),\n",
       " ('fr. francis jean saint-antoine', 'human'),\n",
       " ('livingstone', 'dwarf'),\n",
       " ('mikki nimaj', 'dwarf'),\n",
       " ('millia', 'dryad'),\n",
       " ('bullgog', 'orc'),\n",
       " ('abandon', 'tiefling'),\n",
       " ('marion', 'human'),\n",
       " ('carly slay', 'human'),\n",
       " ('stuw', 'dwarf'),\n",
       " ('lara delareina', 'elf'),\n",
       " ('skittering', 'ratfolk'),\n",
       " ('rook', 'warforged'),\n",
       " ('boggy aeolian', 'fawn'),\n",
       " ('tholannan bearcharger', 'elf'),\n",
       " ('argile sable', 'fawn'),\n",
       " ('muso of ashwall', 'mousefolk'),\n",
       " ('kiesel diatomit', 'half-fawn'),\n",
       " ('scribble', 'kenku'),\n",
       " ('victyr deathfang', 'human'),\n",
       " ('rhyisj', 'lizardfolk'),\n",
       " ('goddard', 'dwarf'),\n",
       " ('inglorion shelaw', 'elf'),\n",
       " ('daisy', 'half-elf'),\n",
       " ('axel adamantine', 'goliath'),\n",
       " ('hardrick', 'dwarf'),\n",
       " ('kharis', 'half-orc'),\n",
       " ('kharis', 'half-orc'),\n",
       " ('valykria', 'elf'),\n",
       " ('spaghe', 'elf'),\n",
       " ('seiea', 'elf'),\n",
       " ('aurchon tirokine', 'raptoran'),\n",
       " ('samira', 'orc'),\n",
       " ('hot dog jr.', 'dwarf'),\n",
       " ('audrienne', 'half-elf'),\n",
       " ('asa', 'half-elf'),\n",
       " ('aeon', 'lycanthrope'),\n",
       " ('zaigan', 'human'),\n",
       " ('oakaren ereson', 'elf'),\n",
       " (\"j'soud flaskguard\", 'dwarf'),\n",
       " ('morrgulis minx', 'human'),\n",
       " ('rostam bogtrotter', 'human'),\n",
       " ('lucian fremont', 'elf'),\n",
       " ('sir salem', 'dragonborn'),\n",
       " ('kial porphyrian', 'half-dwarf'),\n",
       " ('nim', 'human'),\n",
       " ('ulara de verici', 'elf'),\n",
       " ('meia areon', 'elf'),\n",
       " ('thalassa', 'human'),\n",
       " ('edras vathek', 'elf'),\n",
       " ('alinar ilias', 'aasimar'),\n",
       " ('ava songsteel', 'human'),\n",
       " ('romulus aquilus', 'half-elf'),\n",
       " ('zacharias atanion', 'drow'),\n",
       " ('cecelia edelweiss', 'aasimar'),\n",
       " ('triel noquar', 'elf'),\n",
       " ('selina', 'thiefling'),\n",
       " ('raen daybreak', 'half-elf'),\n",
       " ('skorba', 'troll'),\n",
       " ('dak', 'human'),\n",
       " ('detox zephyrr', 'dwarf'),\n",
       " ('daedalus', 'half elf'),\n",
       " ('rowe', 'half-elf'),\n",
       " ('zucker', 'half-orc'),\n",
       " ('geronimous pigrider', 'human'),\n",
       " ('thadge thngan', 'human'),\n",
       " ('aghren stonetotem', 'dwarf'),\n",
       " ('florin goodfellow', 'human'),\n",
       " ('oika', 'dwarf'),\n",
       " ('one-eye yasha', 'human'),\n",
       " ('taari', 'drow'),\n",
       " ('malyn oddhands', 'human'),\n",
       " ('bliss', 'tiefling'),\n",
       " ('langfyr', 'human'),\n",
       " ('rutah lerche', 'half-orc'),\n",
       " ('sleg', 'troll'),\n",
       " ('renato lanius', 'human'),\n",
       " ('zuldak', 'elf'),\n",
       " ('\"shunk', 'defender of stuff\"'),\n",
       " ('naome katarungan', 'tiefling'),\n",
       " ('velyn whisperwood', 'elf'),\n",
       " ('jack blastum', 'human'),\n",
       " ('brand siegbert', 'fire genasi'),\n",
       " ('ector goodfoot', 'human'),\n",
       " ('chlš‘', 'aasimar'),\n",
       " ('elewynn oakenheel', 'elf'),\n",
       " ('whisper', 'eladrin'),\n",
       " ('aldric thredon', 'human'),\n",
       " ('aleyne of deneir', 'half-elf'),\n",
       " ('jack cx jackalson', 'elf'),\n",
       " ('horric seaskipper', 'human'),\n",
       " ('elspeth bonewing', 'elf'),\n",
       " ('zantor valvyn', 'dwarf'),\n",
       " ('rotundo potbelly', 'human'),\n",
       " ('tess', 'half-elf'),\n",
       " ('taysikuu', 'human'),\n",
       " ('mohr deeperdown', 'dwarf'),\n",
       " ('clarion', 'aasimar'),\n",
       " ('joseph', 'half orc'),\n",
       " ('rurik ungart', 'dwarf'),\n",
       " ('amber of the springs', 'genasi'),\n",
       " (\"satin d'lancur\", 'human'),\n",
       " ('nebula', 'android'),\n",
       " ('girron', 'elf'),\n",
       " ('smakk teefbreakur', 'orc'),\n",
       " ('\"kel', 'the red hawk\"'),\n",
       " ('nero', 'human'),\n",
       " ('sneakshot grumbleguts', 'orc'),\n",
       " ('alero', 'human'),\n",
       " ('scaly the infinite', 'dragonborn'),\n",
       " ('nila gaffe', 'orc'),\n",
       " ('silas black', 'human'),\n",
       " ('shafarn', 'dragonborn'),\n",
       " ('graatch', 'gnoll'),\n",
       " ('stliris', 'dragonborn'),\n",
       " ('santoro yojimashita', 'half-orc'),\n",
       " ('tyson mcnuggets', 'werewolf'),\n",
       " ('murray', 'minotaur'),\n",
       " ('juniper elfsson', 'half-elf'),\n",
       " ('archibald', 'eladrin'),\n",
       " ('selwyn moondown', 'half-elf'),\n",
       " ('akira', 'human'),\n",
       " ('jean cloud van damme', 'genasi'),\n",
       " ('iona dis', 'dwarf'),\n",
       " ('koranna', 'siren'),\n",
       " ('danalog', 'elf'),\n",
       " ('kyri', 'human'),\n",
       " ('skittles', 'dragonborn'),\n",
       " ('gornaka', 'orc'),\n",
       " ('plik', 'elf'),\n",
       " ('tumblebee', 'human'),\n",
       " ('june asbell', 'human'),\n",
       " ('grogsby', 'bear'),\n",
       " ('shore freelight', 'human'),\n",
       " ('peter parker', 'human'),\n",
       " ('amandothy', 'human'),\n",
       " ('luca arivaldi', 'human'),\n",
       " ('sazen', 'strix'),\n",
       " ('eryn', 'tiefling'),\n",
       " ('ailsa grey', 'selkie'),\n",
       " ('dave', 'ifrit'),\n",
       " ('nifredeil moredhel', 'drow'),\n",
       " ('dario nardozzi', 'human'),\n",
       " ('tala', 'elf'),\n",
       " ('caitlyn viscario', 'human'),\n",
       " ('nathaniel winter iii', 'undead'),\n",
       " ('tsktsk', 'thri-kreen'),\n",
       " ('nardu miri-miri', 'human'),\n",
       " ('agofon warbullion', 'dwarf'),\n",
       " ('\"heinrich \"\"hank\"\" von edelmann\"', 'human'),\n",
       " ('temiel taintedblade', 'half-elf'),\n",
       " ('ashael bladeshifter', 'human'),\n",
       " ('regalo the gold', 'dragonborn'),\n",
       " ('trean maeglan', 'elf'),\n",
       " ('rian ainsley', 'human'),\n",
       " ('helimene', 'human'),\n",
       " ('constanze von eisenbrandt', 'human'),\n",
       " ('anethir chomsky', 'dwarf'),\n",
       " ('emery renwood', 'human'),\n",
       " ('neige', 'human'),\n",
       " ('kiriath', 'half-elf'),\n",
       " ('lump under the blanket', 'tabaxi'),\n",
       " (\"ishmael gru'dorr\", 'half-orc'),\n",
       " ('bambam stonebreaker', 'dwarf'),\n",
       " ('valtrois', 'drow'),\n",
       " ('scraping', 'kenku'),\n",
       " ('crystal stonebreaker', 'dwarf'),\n",
       " (\"amelie val'dellonov\", 'human'),\n",
       " ('waldorf', 'dwarf'),\n",
       " ('ven ragara', 'human'),\n",
       " ('guinness stonebreaker', 'dwarf'),\n",
       " ('w', 'warforged'),\n",
       " ('nora the destroyer', 'half ent'),\n",
       " ('amrod', 'elf'),\n",
       " ('yatherawen', 'eladrin'),\n",
       " ('tumenburilgi', 'human'),\n",
       " ('szymon', 'half-elf'),\n",
       " ('anvard', 'human'),\n",
       " ('thorinel', 'half-elf'),\n",
       " ('uznun naragturg', 'duergar'),\n",
       " ('jax', 'human'),\n",
       " ('leanora', 'half-elf'),\n",
       " ('vynn starcaller', 'human'),\n",
       " ('nomi pyras', 'catfolk'),\n",
       " ('marjala hayaron', 'half-elf'),\n",
       " ('jace von broheim', 'human'),\n",
       " ('isatora ketlin', 'human'),\n",
       " ('chriton powers', 'human'),\n",
       " ('sugartits', 'elf'),\n",
       " ('periphrasta', 'eladrin'),\n",
       " ('great thoan', 'human'),\n",
       " ('xetalia nykarleby', 'genasi'),\n",
       " ('hendibligg', 'dwarf'),\n",
       " ('skotze urtommir', 'half-orc'),\n",
       " ('malinda rackham', 'half elf'),\n",
       " ('jaerill mie', 'human'),\n",
       " ('orson', 'human'),\n",
       " ('hlin', 'aasimar'),\n",
       " ('hildred bloodaxe', 'dwarf'),\n",
       " ('hearn', 'human'),\n",
       " ('ildefons', 'upper-class'),\n",
       " ('simms agere', 'human'),\n",
       " ('trentin claudius', 'human'),\n",
       " ('stenson steelstaff', 'dwarf'),\n",
       " ('golnaz', 'human'),\n",
       " ('rico suave', 'human'),\n",
       " ('aneta', 'salamander'),\n",
       " ('silyes polidyne', 'dwarf'),\n",
       " ('maximilian ferdinand valentine', 'human'),\n",
       " ('n__', 'human'),\n",
       " ('oiki halcyon', 'human'),\n",
       " ('william waltz', 'human'),\n",
       " ('barnaby', 'human'),\n",
       " ('aven hawkwind', 'aarakocra'),\n",
       " ('dench emen', 'half-orc'),\n",
       " ('tau dawnstar', 'dwarf'),\n",
       " ('elodin auri biaduain', 'illumian'),\n",
       " ('hedva', 'dwarf'),\n",
       " ('namfoodle beren', 'dwarf'),\n",
       " ('brian', 'human'),\n",
       " ('hjallmar borhammer', 'dwarf'),\n",
       " ('ikki', 'aarakocra'),\n",
       " ('marco antonio', 'human'),\n",
       " (\"bell'thrith\", 'drow'),\n",
       " ('vikram whitehammer', 'dwarf'),\n",
       " ('socks proboscis gelato', 'half-elf'),\n",
       " ('tesni cadwaladr', 'human'),\n",
       " ('itineran carth', 'human'),\n",
       " ('dimble gimble stumbleduck', 'dwarf'),\n",
       " ('sol sidelina', 'human'),\n",
       " (\"lydia il'daern\", 'elf'),\n",
       " ('prill trufflescrub', 'human'),\n",
       " ('tazzard', 'lizardfolk'),\n",
       " (\"luca s'letthk\", 'human'),\n",
       " ('renia', 'half-elf'),\n",
       " ('cinder', 'drow'),\n",
       " ('alwynn', 'human'),\n",
       " ('thorn', 'human'),\n",
       " ('blend villalobos', 'elf'),\n",
       " ('kersen', 'gnoll'),\n",
       " ('io velderan', 'tiefling'),\n",
       " ('saida', 'elf'),\n",
       " ('moira atropos', 'tiefling'),\n",
       " ('reylian', 'orc'),\n",
       " ('leria', 'elf'),\n",
       " ('alek', 'human'),\n",
       " ('arbor brogle', 'dryad'),\n",
       " ('kimura verdigris', 'human'),\n",
       " ('celeste farglen', 'human'),\n",
       " ('korendil xiloscient', 'elf'),\n",
       " (\"glar'bou\", 'orc'),\n",
       " ('cael of numeria', 'human'),\n",
       " ('tim', 'human'),\n",
       " ('taako from t.v.', 'elf'),\n",
       " ('merle highchurch', 'dwarf'),\n",
       " ('sam', 'dwarf'),\n",
       " ('kromac', 'dwarf'),\n",
       " ('magnus burnsides', 'human'),\n",
       " ('sinead', 'human'),\n",
       " ('ailyn', 'half elf'),\n",
       " ('evany', 'elf'),\n",
       " ('ginnifer hagerton', 'human'),\n",
       " ('arlan', 'human'),\n",
       " ('boborio', 'dwarf'),\n",
       " ('adfuvia', 'half-elf'),\n",
       " ('kasrai valan', 'water genasi'),\n",
       " ('penance', 'dragonborn'),\n",
       " (\"daerrik z'landyr\", 'half elf'),\n",
       " ('lirwen', 'half-elf'),\n",
       " ('cid the hungry', 'half orc'),\n",
       " ('parin nercus', 'half elf'),\n",
       " ('herbert cornelius the 23rd', 'human'),\n",
       " ('gunther hausmann', 'human'),\n",
       " ('father simon lentinov', 'half elf'),\n",
       " ('boris hammerhart', 'dwarf'),\n",
       " ('meow swansong', 'tiefling'),\n",
       " ('aderyn lithari', 'tiefling'),\n",
       " ('panamin', 'human'),\n",
       " ('hellmouth', 'human'),\n",
       " ('lithandantilus', 'elf'),\n",
       " ('tim dibble', 'human'),\n",
       " ('morven vellamo', 'goliath'),\n",
       " (\"ad'houm\", 'dragonborn'),\n",
       " ('doctor pippy ting ting', 'dwarf'),\n",
       " ('billy ray cyclops', 'tiefling'),\n",
       " ('keldrin littlebluff', 'hafling'),\n",
       " ('myrrth', 'half-orc'),\n",
       " ('zandri sonsalor', 'dragonborn'),\n",
       " ('ilmari vestrel', 'aasimar'),\n",
       " ('vasya hammerhart', 'changeling'),\n",
       " ('ezma greenstone', 'half-elf'),\n",
       " ('mara hollins', 'human'),\n",
       " ('riggs murdoon', 'dwarf'),\n",
       " ('paloma dunley', 'human'),\n",
       " ('elaine', 'elf'),\n",
       " ('lira vale', 'triton'),\n",
       " ('mondongis dingus con dingwittle', 'human'),\n",
       " ('socks gelato', 'half-elf'),\n",
       " ('amara kianmae', 'half elf'),\n",
       " ('zoltar', 'half elf'),\n",
       " ('dicques knuttse', 'tiefling'),\n",
       " ('hugh', 'elf'),\n",
       " ('muta', 'tabaxi'),\n",
       " ('aelwyn dien', 'elf'),\n",
       " ('rowan amastacia', 'half-elf'),\n",
       " ('shenza stormfist', 'half-orc'),\n",
       " ('henry & tobias', 'human'),\n",
       " ('tylenol', 'half-elf'),\n",
       " ('richard rockhart', 'oread'),\n",
       " ('drendle drang', 'human'),\n",
       " ('flop twinkletoes', 'kender'),\n",
       " ('engimar', 'human'),\n",
       " ('adewnn mithavail', 'elf'),\n",
       " ('corvarra arrylia', 'half-elf'),\n",
       " ('rhythm of drums', 'tabaxi'),\n",
       " (\"cassrius d'abyss\", 'tiefling'),\n",
       " ('har veris', 'dragonborn'),\n",
       " ('felix flint', 'human'),\n",
       " ('merin', 'catfolk'),\n",
       " ('\"oira \"\"dust\"\" oathrune\"', 'dwarf'),\n",
       " ('besley barhart', 'half-orc'),\n",
       " ('the briar rose', 'half-elf'),\n",
       " ('selene', 'aasimar'),\n",
       " ('aramorel fletcher', 'half-elf'),\n",
       " ('rick brutal', 'human'),\n",
       " ('keirum', 'human'),\n",
       " (\"da'kal fleetfoot\", 'human'),\n",
       " ('kova', 'half-elf'),\n",
       " ('gundyr', 'firbolg'),\n",
       " ('svenk rassenthatch', 'drow'),\n",
       " ('chrysanthemum van messing', 'dragonborn'),\n",
       " ('vira moonmist', 'half-elf'),\n",
       " ('arabella windrock', 'human'),\n",
       " ('faba ris', 'tiefling'),\n",
       " ('beiro winter', 'human'),\n",
       " ('bellamy xiloscient', 'elf'),\n",
       " ('blackwell', 'human'),\n",
       " ('darf', 'elven'),\n",
       " ('attano spellmont', 'kenku'),\n",
       " ('cecil', 'dragonborn'),\n",
       " ('gharol', 'tiefling'),\n",
       " ('dove holt', 'dragonborn'),\n",
       " ('kaylac grumash', 'half-orc'),\n",
       " ('videl', 'xanaku'),\n",
       " ('kazma', 'dwarf'),\n",
       " ('steindreg', 'dwarf'),\n",
       " ('florian merbles', 'human'),\n",
       " ('loark stormborn', 'dwarf'),\n",
       " ('vilya stormborn', 'dwarf'),\n",
       " ('finnith f‘anor', 'elf'),\n",
       " ('ell', 'human'),\n",
       " ('celeste loneoak', 'half-elf'),\n",
       " ('din', 'changeling'),\n",
       " ('zaht theris', 'elf'),\n",
       " ('hero starfavored', 'human'),\n",
       " ('kretzel zurzen', 'half-elf'),\n",
       " ('thalia crane', 'human'),\n",
       " ('quirk', 'tiefling'),\n",
       " ('saoirse llewellyn', 'human'),\n",
       " ('yilli', 'dragonborn'),\n",
       " ('mita', 'elf'),\n",
       " ('cyrn', 'half-elf'),\n",
       " ('confidence', 'tiefling'),\n",
       " ('fenwin pennywhistle', 'dwarf'),\n",
       " ('willow swiftsea', 'half-elf'),\n",
       " ('thorin ironheart', 'dwarf'),\n",
       " ('gabbylittle gillywook', 'dwarf'),\n",
       " ('athirykiel barrindar', 'drow'),\n",
       " ('nymtar barrindar', 'drow'),\n",
       " ('sacklebinky hunklepunk', 'dwarf'),\n",
       " ('njal halm‡rsson', 'human'),\n",
       " ('maude moonwhisper', 'elf'),\n",
       " ('nwalme sorrowsong', 'half-elf'),\n",
       " ('urist besmarkebar', 'dwarf'),\n",
       " (\"rynad'eari torvirr\", 'drow'),\n",
       " ('selini', 'aasimar'),\n",
       " ('valrak sharpmaw', 'werewolf'),\n",
       " ('mia alhe', 'air genasi'),\n",
       " ('callie thornhill', 'human'),\n",
       " ('cael flameanvil', 'dwarf'),\n",
       " ('izac gado', 'tiefling'),\n",
       " (\"t'larryo darkwing\", 'avariel'),\n",
       " ('abraham siannodel', 'half elf'),\n",
       " ('abraham siannodel', 'half elf'),\n",
       " ('aingred dalakrss', 'half-orc'),\n",
       " ('maelstrom', 'dragonborn'),\n",
       " ('saberwulf', 'human'),\n",
       " ('tatterwyn', 'dwarf'),\n",
       " ('lilith', 'tiefling'),\n",
       " ('tacco', 'elf'),\n",
       " ('juneaux brightmoon', 'human'),\n",
       " ('yanaba widowmaker', 'human'),\n",
       " ('ambelina', 'elf'),\n",
       " ('narriko', 'blackthorn'),\n",
       " ('jaxon', 'human'),\n",
       " ('aleyna serrinsdottir', 'human'),\n",
       " ('johari blackthorne', 'human'),\n",
       " ('astrid', 'human'),\n",
       " ('belladonna shadowpine', 'human'),\n",
       " ('alton', 'elf'),\n",
       " ('lorelei silvertree', 'elf'),\n",
       " ('kylara forgedaughter', 'human'),\n",
       " ('shamorn ardnyl', 'dragonborn'),\n",
       " ('sjach', 'human'),\n",
       " ('lillith fairchild', 'human'),\n",
       " ('scuttlebutt', 'dwarf'),\n",
       " ('snugglebugs', 'pixie'),\n",
       " ('saoirse siofraleathe', 'fae-touched'),\n",
       " ('jannys', 'half-elf'),\n",
       " ('elyan', 'human'),\n",
       " ('tirga', 'dwarf'),\n",
       " ('evgeni', 'human'),\n",
       " ('aster tourmaline', 'dwarf'),\n",
       " ('alak everhtaz', 'drow'),\n",
       " ('lis delan', 'human'),\n",
       " ('layla', 'human'),\n",
       " ('solomon dunwich', 'human'),\n",
       " ('gildor arcarin', 'elf'),\n",
       " ('bunny', 'human'),\n",
       " ('owen whithorn', 'human'),\n",
       " ('devlin', 'celestial'),\n",
       " ('randall excellence', 'human'),\n",
       " ('grunyar faderheim', 'dwarf'),\n",
       " ('madelyn raid', 'half-elf'),\n",
       " ('grek', 'dragonborn'),\n",
       " ('dimzad', 'dwarf'),\n",
       " ('abragian', 'human'),\n",
       " ('angir raerath', 'elan'),\n",
       " ('kristalanne', 'human'),\n",
       " ('sygonnia', 'dwarf'),\n",
       " ('nihanamaru', 'kitsune'),\n",
       " ('nytesong', 'elf'),\n",
       " ('bazoril stoneheart', 'dwarf'),\n",
       " ('opalea', 'elf'),\n",
       " ('tassadar silvanus', 'elf'),\n",
       " ('ravil tah', 'half orc'),\n",
       " ('zane zander', 'human'),\n",
       " ('mavre', 'dragonborn'),\n",
       " ('petalclaws', 'werebear'),\n",
       " ('maximilian von spee', 'orc'),\n",
       " ('corvus', 'half elf'),\n",
       " ('murmur', 'kenku'),\n",
       " ('grunkle longtoof', 'orc'),\n",
       " ('sorren', 'catfolk'),\n",
       " ('\"amathar \"\"cloudclimber\"\" galathali\"', 'goliath'),\n",
       " ('ayara yelmh', 'fallen aasimar'),\n",
       " ('valarius', 'human'),\n",
       " ('alasdair galanodel holimion', 'elf'),\n",
       " (\"zhui'ol\", 'human'),\n",
       " ('alfred mcwizbang', 'dwarf'),\n",
       " ('makkapitew', 'lizardfolk'),\n",
       " ('\"iados \"\"will\"\" emmerich\"', 'tiefling'),\n",
       " ('tazliel', 'dwarf'),\n",
       " (\"kana'an bloodhorn\", 'orc'),\n",
       " ('kieran', 'human'),\n",
       " ('devin highhill', 'human'),\n",
       " ('cal illili', 'human'),\n",
       " ('victor tarn', 'human'),\n",
       " ('victor tarnath', 'elan'),\n",
       " ('ryo kaijutsu', 'half-elf'),\n",
       " ('flonne', 'aasimar'),\n",
       " ('chance', 'dragonborn'),\n",
       " ('basil', 'human'),\n",
       " ('jayden angelesc', 'human'),\n",
       " ('daylan', 'human'),\n",
       " ('emmerich mšvros', 'tiefling'),\n",
       " ('kaffe', 'kenku'),\n",
       " ('staren emmerich', 'human'),\n",
       " ('blade of the elements', 'earth genasi'),\n",
       " ('pfibe pfindlebrick', 'dwarf'),\n",
       " ('donn weller', 'human'),\n",
       " ('mithos', 'half-elf'),\n",
       " ('beetle', 'eladrin'),\n",
       " ('dead guy', 'orc'),\n",
       " ('valiss truthtwister', 'elf'),\n",
       " ('mina', 'kenku'),\n",
       " ('maisie doats', 'human'),\n",
       " ('meepo', 'orc'),\n",
       " ('jeska seltar', 'human'),\n",
       " ('izalis stonethighs', 'dwarf'),\n",
       " ('xingi', 'elf'),\n",
       " ('xingi', 'elf'),\n",
       " ('kiki', 'goat shifter'),\n",
       " ('simon swiftfoot', 'human'),\n",
       " ('\"khildros \"\"evergreen\"\" nash\"', 'tiefling'),\n",
       " ('dubhan', 'human'),\n",
       " ('phye', 'human'),\n",
       " ('wendell rosetti', 'half elf'),\n",
       " ('rhogar delmirev', 'dragonborn'),\n",
       " ('nightbreeze', 'drow'),\n",
       " ('mr gimble', 'human'),\n",
       " ('alix amanda', 'human'),\n",
       " ('eryn', 'elf'),\n",
       " ('torik stoneaxe', 'dwarf'),\n",
       " ('sarako zumisha', 'human'),\n",
       " ('samuel belmont', 'human'),\n",
       " ('clarise', 'human'),\n",
       " ('lisette', 'human'),\n",
       " ('sanai', 'human'),\n",
       " ('lancere', 'genasi'),\n",
       " ('grellis liadon', 'elf'),\n",
       " ('elza', 'elf'),\n",
       " ('dala pewter', 'human'),\n",
       " ('thessaly thorncastle', 'half-orc'),\n",
       " ('\"edith steele', 'bearer of runekill\"'),\n",
       " ('atolle', 'trollblooded'),\n",
       " (\"melusine d'abaular-abbifar\", 'drow'),\n",
       " ('nadiana the 37th', 'mermaid'),\n",
       " ('remi twostep', 'human'),\n",
       " ('eusquibedes', 'half-orc'),\n",
       " ('rascal wince', 'human'),\n",
       " ('gnygen the gnomish gnecromancer', 'dwarf'),\n",
       " ('brambish oldfur', 'human'),\n",
       " ('lirianthalas', 'elf'),\n",
       " ('paisley of the noble jackalope clan', 'elf'),\n",
       " ('petunia of the noble jackalope clan', 'elf'),\n",
       " ('brun hilda', 'human'),\n",
       " ('arryne', 'human'),\n",
       " ('avi the kid', 'half-elf'),\n",
       " ('kapok', 'half-elf'),\n",
       " ('mirellia wolfsbane', 'human'),\n",
       " ('morgan', 'human'),\n",
       " ('chuckle', 'kenku'),\n",
       " ('zook stumbleduck', 'dwarf'),\n",
       " ('leumas brighthollow', 'elf'),\n",
       " ('mundur lungtruffle', 'dwarf'),\n",
       " ('gabbro eelstooth', 'dwarf'),\n",
       " ('afet kistitir', 'dragonborn'),\n",
       " ('vorkis kior', 'dragonborn'),\n",
       " ('llewellyn heavymetal', 'human'),\n",
       " ('ankita rocha', 'orc'),\n",
       " (\"havanna h'laeitryn\", 'elf'),\n",
       " ('cressida corrigos', 'aasimar'),\n",
       " ('saebriel', 'elf'),\n",
       " ('swarthabliatus marzelbaum', 'tiefling'),\n",
       " ('ras merkiah', 'half elf'),\n",
       " ('cordelia fletcher', 'human'),\n",
       " ('julian nightingale', 'human'),\n",
       " ('lorgash', 'half-orc'),\n",
       " ('mads havoc', 'human'),\n",
       " ('dhomar', 'human'),\n",
       " ('akorae dalael', 'drow'),\n",
       " ('lyle greenbottle', 'human'),\n",
       " ('caisys overhill', 'human'),\n",
       " ('dave barrowhill', 'human'),\n",
       " ('delta viatore', 'half-elf'),\n",
       " ('moss', 'dwarf'),\n",
       " ('pelma', 'spiderfolk'),\n",
       " ('archimedes', 'elf'),\n",
       " ('cici', 'spellscale'),\n",
       " ('ravelin', 'dwarf'),\n",
       " ('beka autumncrop', 'human'),\n",
       " ('gritsel', 'dwarf'),\n",
       " ('ozark', 'human'),\n",
       " ('fang', 'rabbit'),\n",
       " ('olga', 'half-orc'),\n",
       " ('crispian bontyr', 'human'),\n",
       " ('elain', 'half-elf'),\n",
       " ('delsura eruvan', 'elf'),\n",
       " ('pebble in the sand', 'tabaxi'),\n",
       " ('petryn alenyath', 'triton'),\n",
       " ('clopen', 'human'),\n",
       " ('klein', 'lilliputian'),\n",
       " ('mirabelle althrin', 'human'),\n",
       " ('pfaff', 'gnoll'),\n",
       " ('lina tealeaf', 'human'),\n",
       " ('grey bloodwater', 'elf'),\n",
       " ('aoth demir', 'human'),\n",
       " (\"rosalyn lel'eveth catra\", 'half-elf'),\n",
       " ('amber', 'dwarf'),\n",
       " ('rea', 'human'),\n",
       " ('lily', 'human'),\n",
       " (\"grthr-tÿk'en orokhla aldenstone\", 'orc'),\n",
       " ('evalayne', 'elf'),\n",
       " ('emgeri', 'human'),\n",
       " ('drumlin bloodknuckle', 'dwarf'),\n",
       " ('frandr', 'human'),\n",
       " ('athel carver', 'human'),\n",
       " ('hamish meadpuddle', 'human'),\n",
       " ('chaelra del ciudad', 'human'),\n",
       " ('thane william of westfall', 'human'),\n",
       " ('big john steadly', 'dwarf'),\n",
       " ('llewellyn oth cewan', 'human'),\n",
       " ('\"callipo \"\"callie\"\" dayherd\"', 'human'),\n",
       " ('mighty boris', 'human'),\n",
       " ('nimrath darquefartyr', 'half-ogre'),\n",
       " ('tamora rageskull', 'dragonborn'),\n",
       " ('zalmurth', 'half-elven'),\n",
       " ('gromarthin the wicked', 'human'),\n",
       " ('êsabel puentos', 'human'),\n",
       " ('sombra', 'dog'),\n",
       " ('macbethu', 'human'),\n",
       " ('kokin twice-born', 'human'),\n",
       " ('ead carver', 'human'),\n",
       " ('oellentia', 'human'),\n",
       " ('inge puentos', 'human'),\n",
       " ('sylatria', 'elf'),\n",
       " ('parsentyn', 'human'),\n",
       " ('firelys', 'elf'),\n",
       " ('yergen thewenweld', 'dwarf'),\n",
       " ('uathsaye nodellian', 'elf'),\n",
       " ('erok kragen', 'half orc'),\n",
       " ('hypaticra', 'human'),\n",
       " ('duthal firyn', 'elf'),\n",
       " ('braxis orali', 'elf'),\n",
       " ('halvor schildkršte', 'dwarf'),\n",
       " ('ozzy ozzy ozzy', 'dwarf'),\n",
       " ('zvezdoliki', 'warforged'),\n",
       " ('granny samara', 'elf'),\n",
       " ('ham goodchild', 'human'),\n",
       " ('desdemona gray', 'human'),\n",
       " ('blodwen brighthelm', 'human'),\n",
       " ('\"richard \"\"smalls\"\" ravenswood\"', 'human'),\n",
       " ('alrendae', 'forsaken'),\n",
       " ('kurshin wolf-brother', 'dhampir'),\n",
       " ('takano isoroku', 'human'),\n",
       " ('gimp', 'orc'),\n",
       " ('\"sylvester \"\"vest\"\" zodderskite\"', 'orc'),\n",
       " ('sora', 'dragonborn'),\n",
       " ('rune stendahl', 'human'),\n",
       " ('brikaria', 'tiefling'),\n",
       " ('bink greppick', 'dwarf'),\n",
       " ('annoura dumein', 'human'),\n",
       " ('vortix', 'dwarf'),\n",
       " ('belathore skywind', 'human'),\n",
       " ('the banshee', 'human'),\n",
       " ('sasha', 'orc'),\n",
       " ('daniel marshmallow', 'human'),\n",
       " ('hjordis', 'dragonborn'),\n",
       " ('austin wintershaw', 'human'),\n",
       " ('wally wicker', 'lizardfolk'),\n",
       " ('shim', 'dwarf'),\n",
       " ('breeze', 'human'),\n",
       " ('placeholder name', 'half orc'),\n",
       " ('parity', 'tiefling'),\n",
       " ('milden varkol', 'dwarf'),\n",
       " ('kela', 'human'),\n",
       " ('page', 'dwarf'),\n",
       " ('tealia', 'elf'),\n",
       " ('gerhardt errickson', 'human'),\n",
       " ('vivian blackhart the vi', 'human'),\n",
       " ('brynn leailo', 'elf'),\n",
       " ('delg', 'dwarf'),\n",
       " ('tyberr shattershield', 'half orc'),\n",
       " ('lane harlowe', 'human'),\n",
       " ('\"arnoldus \"\"dusty\"\" knight\"', 'human'),\n",
       " ('galvindormu', 'dragonborn'),\n",
       " ('eku dustrider', 'human'),\n",
       " ('renee moonstar', 'human'),\n",
       " ('joe', 'goliath'),\n",
       " ('starling', 'human'),\n",
       " ('dagny', 'human'),\n",
       " ('havelock garkenoff', 'dwarf'),\n",
       " ('adrie', 'half-elf'),\n",
       " ('havelock garkenoff', 'dwarf'),\n",
       " ('del', 'firbolg'),\n",
       " ('sting', 'human'),\n",
       " ('caelynn', 'elf'),\n",
       " ('azra', 'tiefling'),\n",
       " ('ragrok outersoul', 'dwarf'),\n",
       " ('anry tallfellow', 'half-elf'),\n",
       " ('aziazor', 'warforged'),\n",
       " ('kyri athak', 'minotaur'),\n",
       " ('ettie', 'human'),\n",
       " ('venkya', 'half-orc'),\n",
       " ('isaana', 'dwarf'),\n",
       " ('audax harfleur', 'human'),\n",
       " ('dougal mcmantis', 'thri-kreen'),\n",
       " ('legitmod the hand of fate', 'human'),\n",
       " ('barbara balestra', 'human'),\n",
       " ('roscoe', 'ratfolk'),\n",
       " ('mordecai wintermane', 'human'),\n",
       " ('adraste naliir', 'elf'),\n",
       " ('baral naliir', 'elf'),\n",
       " ('sherkaner kaff vitolerand', 'dwarf'),\n",
       " ('dasher', 'tabaxi'),\n",
       " ('keziah', 'dwarf'),\n",
       " ('imra llorhil', 'elf'),\n",
       " ('chiyembe amwala', 'human'),\n",
       " ('hollywick murnig', 'dwarf'),\n",
       " ('sir bruce the unyielding', 'human'),\n",
       " ('father arthur of the moon hills', 'human'),\n",
       " ('aldisanael bracegirdle-silverbough', 'eladrin'),\n",
       " ('stephen swift-arrow', 'human'),\n",
       " ('gemma blackmore', 'human'),\n",
       " ('tobias messenger', 'human'),\n",
       " ('angus of windreach', 'human'),\n",
       " ('gekka', 'dragonborn'),\n",
       " ('yorgi', 'werebear'),\n",
       " ('\"brand', 'iron wolf of bane\"'),\n",
       " ('lark', 'shifter'),\n",
       " ('aleran', 'deva'),\n",
       " ('\"kammok', 'red wolf of bane\"'),\n",
       " ('rhialwynn dreamweaver', 'elf'),\n",
       " ('melody', 'tiefling'),\n",
       " ('melantha', 'elf'),\n",
       " ('tik', 'thri-kreen'),\n",
       " ('jasna', 'dwarf'),\n",
       " ('halae-han hae hanae-sa', 'wemic'),\n",
       " ('tammi underburrow', 'human'),\n",
       " ('valdir', 'human'),\n",
       " ('odhran', 'half-orc'),\n",
       " ('orkin eggsmasher', 'orc'),\n",
       " ('tany saewynn', 'half-merfolk'),\n",
       " ('gruk', 'bugbear'),\n",
       " ('keyleth', 'half-elf'),\n",
       " ('nano richards', 'human'),\n",
       " ('hali', 'dragonborn'),\n",
       " ('kashvin', 'elf'),\n",
       " ('ama vrinn', 'half-drow'),\n",
       " ('sir paradoxus', 'human'),\n",
       " ('kit kenyon', 'human'),\n",
       " ('forpaekian the stuffed', 'neraphim'),\n",
       " ('rhea timpit', 'triton'),\n",
       " ('\"star in the morning', 'of the vibrant isle clan\"'),\n",
       " ('vetra shturem', 'tiefling'),\n",
       " ('vetra shturem', 'tiefling'),\n",
       " ('birgir', 'orc'),\n",
       " ('lilli pearlwood', 'dwarf'),\n",
       " ('percival fredrickstein von musel klossowski de rolo iii', 'human'),\n",
       " ('canum whitehall', 'human'),\n",
       " (\"vex'ahlia\", 'half-elf'),\n",
       " (\"vax'ildan\", 'half-elf'),\n",
       " ('scanlan shorthalt', 'dwarf'),\n",
       " ('pike trickfoot', 'dwarf'),\n",
       " ('grog strongjaw', 'goliath'),\n",
       " ('nortiln dragonsbane', 'human'),\n",
       " ('tiberius stormwind', 'dragonborn'),\n",
       " ('taryon derrington', 'human'),\n",
       " ('kashaw vesh', 'human'),\n",
       " ('zahra hydris', 'tiefling'),\n",
       " ('kerrek', 'human'),\n",
       " ('gern blanston', 'dragonborn'),\n",
       " ('sprigg', 'dwarf'),\n",
       " ('tova', 'dwarf'),\n",
       " ('taako', 'elf'),\n",
       " ('merle highchurch', 'dwarf'),\n",
       " ('magnus burnsides', 'human'),\n",
       " ('roan wycke', 'human'),\n",
       " ('alenia valyss', 'elf'),\n",
       " ('solris cinderborn', 'dwarf'),\n",
       " ('edmund merbrook', 'human'),\n",
       " ('lililinda', 'dwarf'),\n",
       " ('harold genade', 'human'),\n",
       " ('loki andersson', 'elf'),\n",
       " ('kelly littlekettle', 'human'),\n",
       " ('isaac feehan', 'tiefling'),\n",
       " ('theresa aldori', 'human'),\n",
       " ('banjax', 'human'),\n",
       " ('mmurmerrr', 'catfolk'),\n",
       " ('nalarys delmirev', 'dragonborn'),\n",
       " ('gnarrhyl', 'gnoll'),\n",
       " (\"erel'lyn auvryani\", 'drow'),\n",
       " ('khji', 'thri-kreen'),\n",
       " ('andreth saelind', 'human'),\n",
       " ('meilu', 'catfolk'),\n",
       " ('ganesha', 'puppet (living construct)'),\n",
       " ('rhokimira', 'half-orc'),\n",
       " ('khatyal', 'tengu'),\n",
       " ('salit', 'tiefling'),\n",
       " ('mari', 'tiefling'),\n",
       " ('jama', 'human'),\n",
       " ('zella', 'human'),\n",
       " ('gabriel', 'aasimar'),\n",
       " ('greg', 'mimic'),\n",
       " ('meredith giplin', 'tiefling'),\n",
       " ('leth', 'human'),\n",
       " ('lilith wiles', 'dhampir'),\n",
       " ('nerei zingiber', 'half-elf'),\n",
       " ('agni aldebrand', 'dragonborn'),\n",
       " ('greg', 'human'),\n",
       " ('standing water', 'lizardfolk'),\n",
       " ('speaks to squirrels', 'catfolk'),\n",
       " ('haccamorco massa', 'elf'),\n",
       " ('dug moleman', 'lizardfolk'),\n",
       " ('falizara', 'half-orc'),\n",
       " ('florian', 'human'),\n",
       " ('jerrik', 'tabaxi'),\n",
       " ('avverin', 'eladrin'),\n",
       " ('kiran', 'human'),\n",
       " ('acardo blaze', 'human'),\n",
       " ('aleister harker', 'human'),\n",
       " ('alaric eisen', 'human'),\n",
       " ('ibrahim alhazred', 'tiefling'),\n",
       " ('parvir', 'half-eladrin'),\n",
       " ('magrietta ignotti whitwood', 'half-elf'),\n",
       " ('ceilid augustine thornhill', 'human'),\n",
       " ('silifrey helder', 'human'),\n",
       " ('limbo', 'tiefling'),\n",
       " ('delilah', 'elf'),\n",
       " ('bishop', 'half elf'),\n",
       " ('tamara', 'human'),\n",
       " ('thran', 'human'),\n",
       " ('risalka', 'human'),\n",
       " ('irasmus', 'half-elf'),\n",
       " ('keitilu', 'darfellan'),\n",
       " ('giacomo', 'elf'),\n",
       " ('thukni', 'samsaran'),\n",
       " ('sinderglšd', 'tiefling'),\n",
       " ('benadryl cucumber', 'dragonborn'),\n",
       " ('jakar the cat', 'elf'),\n",
       " ('lotar', 'human'),\n",
       " ('jilly nargrazg anderson', 'half-orc'),\n",
       " ('arvele dundragon', 'half-dwarf'),\n",
       " ('en’redir sil‡riel', 'elf'),\n",
       " ('veronika dominikovna', 'tiefling'),\n",
       " ('sa•fa stormweaver', 'elf'),\n",
       " ('enoby billie mikkelmoor', 'warforged'),\n",
       " ('pharius vrane', 'half-elf'),\n",
       " ('bonnie tylarr', 'half-orc'),\n",
       " ('veshke ven fein', 'drow'),\n",
       " ('theophania kostas', 'tiefling'),\n",
       " ('rysher valeris', 'eladrin'),\n",
       " ('fyalka bitterblink', 'dwarf'),\n",
       " ('hell mel haycutter', 'human'),\n",
       " ('garregwen', 'elf'),\n",
       " ('tolmac yew', 'human'),\n",
       " ('micklehast the wrathful', 'human'),\n",
       " ('andralamusia fawkes', 'tiefling'),\n",
       " ('ludovic', 'human'),\n",
       " ('tola illvidri', 'dwarf'),\n",
       " ('tilda forgeborn', 'dwarf'),\n",
       " ('kukl', 'human'),\n",
       " ('sir paris camembert', 'human'),\n",
       " ('thesselus elsulmun', 'elf'),\n",
       " ('reinar', 'lupinal'),\n",
       " ('alynn yellowhair', 'human'),\n",
       " ('nasain', 'cat-folk'),\n",
       " ('travis', 'orc'),\n",
       " ('bellandra', 'elf'),\n",
       " ('stinky', 'dwarf'),\n",
       " ('rÿl', 'lizard-folk'),\n",
       " ('bob johnson', 'human'),\n",
       " ('tank', 'human'),\n",
       " ('valindra', 'half-elf'),\n",
       " ('brikkfist', 'orc'),\n",
       " ('sin jang', 'human'),\n",
       " ('', ''),\n",
       " ('aurther ford', 'human'),\n",
       " ('miri', 'human'),\n",
       " ('mal', 'human'),\n",
       " ('taako tacco', 'elf'),\n",
       " ('magnus burnsides', 'human'),\n",
       " ('merle hightower highchurch', 'dwarf'),\n",
       " ('ysgrammor forgehammer', 'dwarf'),\n",
       " ('carey fangbattle', 'dragonborn'),\n",
       " ('gloria flint', 'human'),\n",
       " ('quimsy starfellow', 'dwarf'),\n",
       " ('henrik fitzozmit', 'water genasi'),\n",
       " ('selina', 'elf'),\n",
       " ('yoric', 'elf'),\n",
       " ('vladislak lockhart', 'human'),\n",
       " ('gharsh krimpburzum', 'half orc'),\n",
       " ('a_t_', 'human'),\n",
       " ('a_t_', 'human'),\n",
       " ('dangar barge', 'half elf'),\n",
       " ('valentine vetanda vacherin', 'tiefling'),\n",
       " ('linnet bedivere', 'human'),\n",
       " ('tyrone hammers iii', 'human'),\n",
       " ('krez valm', 'half-orc'),\n",
       " ('rag', 'changeling'),\n",
       " ...]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "data = list(filter(lambda x: x[1] in [\"human\", \"elf\", \"dwarf\", \"halfling\", \"tiefling\", \"orc\", \"dragonborn\"], data))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "14273"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "gilshar\n",
      "bubbles\n",
      "arfelesa tunnelcrusher\n",
      "spixi helfyx\n",
      "azagrok gomal\n",
      "twilly timbers triproot\n",
      "saspa\n",
      "cornelia lodethorne\n",
      "\"nymnym \"\"twysty\"\" nyxfyx\"\n",
      "nim\n",
      "klepto gimbrak\n",
      "moad\n",
      "northmint\n",
      "roerdin of fireforge\n",
      "livingstone\n",
      "mikki nimaj\n",
      "stuw\n",
      "goddard\n",
      "hardrick\n",
      "hot dog jr.\n",
      "j'soud flaskguard\n",
      "detox zephyrr\n",
      "aghren stonetotem\n",
      "oika\n",
      "zantor valvyn\n",
      "mohr deeperdown\n",
      "rurik ungart\n",
      "iona dis\n",
      "agofon warbullion\n",
      "anethir chomsky\n",
      "bambam stonebreaker\n",
      "crystal stonebreaker\n",
      "waldorf\n",
      "guinness stonebreaker\n",
      "hendibligg\n",
      "hildred bloodaxe\n",
      "stenson steelstaff\n",
      "silyes polidyne\n",
      "tau dawnstar\n",
      "hedva\n",
      "namfoodle beren\n",
      "hjallmar borhammer\n",
      "vikram whitehammer\n",
      "dimble gimble stumbleduck\n",
      "merle highchurch\n",
      "sam\n",
      "kromac\n",
      "boborio\n",
      "boris hammerhart\n",
      "doctor pippy ting ting\n",
      "riggs murdoon\n",
      "\"oira \"\"dust\"\" oathrune\"\n",
      "kazma\n",
      "steindreg\n",
      "loark stormborn\n",
      "vilya stormborn\n",
      "fenwin pennywhistle\n",
      "thorin ironheart\n",
      "gabbylittle gillywook\n",
      "sacklebinky hunklepunk\n",
      "urist besmarkebar\n",
      "cael flameanvil\n",
      "tatterwyn\n",
      "scuttlebutt\n",
      "tirga\n",
      "aster tourmaline\n",
      "grunyar faderheim\n",
      "dimzad\n",
      "sygonnia\n",
      "bazoril stoneheart\n",
      "alfred mcwizbang\n",
      "tazliel\n",
      "pfibe pfindlebrick\n",
      "izalis stonethighs\n",
      "torik stoneaxe\n",
      "gnygen the gnomish gnecromancer\n",
      "zook stumbleduck\n",
      "mundur lungtruffle\n",
      "gabbro eelstooth\n",
      "moss\n",
      "ravelin\n",
      "gritsel\n",
      "amber\n",
      "drumlin bloodknuckle\n",
      "big john steadly\n",
      "yergen thewenweld\n",
      "halvor schildkršte\n",
      "ozzy ozzy ozzy\n",
      "bink greppick\n",
      "vortix\n",
      "shim\n",
      "milden varkol\n",
      "page\n",
      "delg\n",
      "havelock garkenoff\n",
      "havelock garkenoff\n",
      "ragrok outersoul\n",
      "isaana\n",
      "sherkaner kaff vitolerand\n",
      "keziah\n",
      "hollywick murnig\n",
      "jasna\n",
      "lilli pearlwood\n",
      "scanlan shorthalt\n",
      "pike trickfoot\n",
      "sprigg\n",
      "tova\n",
      "merle highchurch\n",
      "solris cinderborn\n",
      "lililinda\n",
      "fyalka bitterblink\n",
      "tola illvidri\n",
      "tilda forgeborn\n",
      "stinky\n",
      "merle hightower highchurch\n",
      "ysgrammor forgehammer\n",
      "quimsy starfellow\n",
      "gunda true-shield\n",
      "hesfix arklighte\n",
      "moragh\n",
      "johan ceyna\n",
      "tunga truebeard\n",
      "beryll\n",
      "gnick shirkenflick\n",
      "zaki waraxe\n",
      "grungi oathstone\n",
      "snorri nosebitter\n",
      "barnd the chaste\n",
      "kellar\n",
      "salabar darkroot\n",
      "fortrek ironfist\n",
      "thorri bloodaxe\n",
      "thorek goldtooth\n",
      "dralin firebeard\n",
      "bilbus giantsbane\n",
      "isowyn catterday\n",
      "odin oathstone\n",
      "metze doomhammer\n",
      "kazzador khazlid\n",
      "nyxy\n",
      "zz\n",
      "fancy pete\n",
      "violet\n",
      "sythyry\n",
      "darc rosenling\n",
      "bug\n",
      "nakisha\n",
      "dieter johnson\n",
      "bug\n",
      "ylva silver-tongued\n",
      "azzip lowchapel\n",
      "saspa rattlecrass\n",
      "braith\n",
      "moira mistvail\n",
      "aabbaraak\n",
      "fudblart\n",
      "roskva rockseeker\n",
      "eldon\n",
      "iki hekili\n",
      "arabela stonefinger\n",
      "venza wren zaninove\n",
      "borin firefist\n",
      "wren whisperstep\n",
      "tihrfana dragonsbane\n",
      "kwari\n",
      "binwin bronzebottom\n",
      "wadwick\n",
      "urist mcirongut\n",
      "stumbleduck\n",
      "rodrik igmargun sturmrosk\n",
      "charlie candymountain\n",
      "kalsa davaek\n",
      "hackin slash\n",
      "olin irondome\n",
      "voog\n",
      "howard\n",
      "zyphrinel lightouch\n",
      "amber anvilborn\n",
      "bardrad\n",
      "gamli\n",
      "marnyx\n",
      "labarus jopennel\n",
      "barinthus stonebeard\n",
      "aceion\n",
      "miranominacaviralutapraxifortissima\n",
      "daveran grom\n",
      "daxgrym trollbane\n",
      "orrin gimblethorp\n",
      "varhklis\n",
      "ha'avindir\n",
      "tiggle phiddlefan\n",
      "ellyzigwiss daerwicket\n",
      "jonas stonerender\n",
      "trixa tickertock waywocket\n",
      "ashram cinderbeard\n",
      "elmor steelfarmer\n",
      "thoznok moltenbeard\n",
      "artem gaspar\n",
      "ford kargol\n",
      "baphlyn\n",
      "gatha dain\n",
      "olbedorn\n",
      "kilard thorgith\n",
      "alston oren sheppin timbers iii\n",
      "ardrik veit\n",
      "cassidy\n",
      "bdinki spelunka\n",
      "waywocket nackle\n",
      "torgul\n",
      "kurgen wurrawurra\n",
      "barak strongaxe\n",
      "ulfgar ironfist\n",
      "beorn stormblood\n",
      "zelko\n",
      "burargo\n",
      "flint frostbeard\n",
      "silwidge sallensylwensellen\n",
      "felony nerfhearder\n",
      "kaimos aether\n",
      "zelazadda zapspanner\n",
      "quoth\n",
      "gimble timbers\n",
      "sinphilira\n",
      "teraline makafintis\n",
      "emiko kimik prani cassina omo booker karic\n",
      "serres\n",
      "adrik fireforge\n",
      "zarquon maximegalon\n",
      "dieter heinrich oppenheimer iii\n",
      "kjallrik halverson\n",
      "deborah\n",
      "oberon ironfist\n",
      "oskar sunhammer\n",
      "magnus ver maggnussen\n",
      "burn\n",
      "roywyn timbers\n",
      "kristryd fireforge\n",
      "aramis doranson\n",
      "libash gemfist\n",
      "coeffishcent\n",
      "josie lightouch\n",
      "grumbledepumble mcwitberingtonspoons\n",
      "chekhov anton\n",
      "loogetz iggun eich\n",
      "aiden frostbeard\n",
      "torry daergle\n",
      "stone knucklebone\n",
      "bellhild ironbottom\n",
      "glim orynn gimbel wrenn the third\n",
      "thannil the mattock\n",
      "amber ironfist\n",
      "dahlia\n",
      "grell fass\n",
      "clangeddin silverbeard\n",
      "waywocket bouncy-britches\n",
      "stumbleduck\n",
      "vapors mcgluggin\n",
      "tony\n",
      "bean\n",
      "gling\n",
      "javel mcgetuck\n",
      "ulfgar frostbeard\n",
      "glib glab glub\n",
      "innocent iv\n",
      "drumm starkarmour\n",
      "urist mcstronginthearmsson\n",
      "eathe\n",
      "dyonnia\n",
      "dyvilt grimthorn\n",
      "breena turen\n",
      "thrakk gunnerson\n",
      "mardred fireforge\n",
      "hjalgran runeheim stonesong\n",
      "hallux blarney daergel\n",
      "digger\n",
      "eldar\n",
      "alexander stonefel\n",
      "asher greenhorn\n",
      "safyx\n",
      "sabo\n",
      "barney\n",
      "dordur\n",
      "lucas\n",
      "istria\n",
      "boris\n",
      "zindris slapwith\n",
      "anyanmarellya geveranhomnasdya\n",
      "dondodedallio\n",
      "bor\n",
      "songwu\n",
      "hakon\n",
      "gimmings\n",
      "lowluna ambershands\n",
      "dufan axeshin\n",
      "sorin stronginthearm\n",
      "professor aleric blevins\n",
      "gimble stumbleduck\n",
      "ulfor\n",
      "sonny blue\n",
      "hammersmasher thunderbeard\n",
      "loni firekicker\n",
      "flarg\n",
      "alf\n",
      "gorod hammerdeft\n",
      "consent alabama\n",
      "boken skullcrusher\n",
      "hugh coppershield\n",
      "anrack\n",
      "baziz\n",
      "hyta chamerion\n",
      "valor\n",
      "jalmari atlasson\n",
      "paklan crackingham\n",
      "bunkdongle\n",
      "covfefe highhome\n",
      "howard flebger\n",
      "miramelle whimsire\n",
      "grue winefrond\n",
      "jenna lightweaver\n",
      "morgran freeman\n",
      "captain gyt the gallant buccaneer\n",
      "max silverhands\n",
      "twigs\n",
      "torgga\n",
      "meef\n",
      "n'kedm fatebringer\n",
      "dakkon ironhand\n",
      "ofgar\n",
      "mah nizzle\n",
      "dianata silverscree\n",
      "tansy willowherb\n",
      "rangrim sunderskull\n",
      "glorrak\n",
      "tembry filchspike\n",
      "liliane lethe lilliara letty-lana llaveran lalonde\n",
      "astrid bellhammer\n",
      "burdock brightbeard\n",
      "daywin\n",
      "tonythrel starkstone\n",
      "braxton\n",
      "ayla\n",
      "stumpy mcboot\n",
      "borgus loderr\n",
      "morden\n",
      "aleyn sendivogious utheckiut khran\n",
      "brutus applewyz the courter son of lanner the tall\n",
      "vormeas flaskjaw\n",
      "catriona the robust of the wildheart clan\n",
      "agna ironoak\n",
      "dormgall the deft\n",
      "olgrun granitefist\n",
      "eldon turen\n",
      "pia bloobledoop\n",
      "orsik thunderhammer\n",
      "sassie gomp\n",
      "dagga bronzepot\n",
      "diesa torunn\n",
      "namfoodle spuzzem\n",
      "ratshagger\n",
      "wenvar axebiter\n",
      "erik stoutbeard\n",
      "burdy sharpgem\n",
      "burdy sharpgem\n",
      "dimble\n",
      "harding verner\n",
      "thorgrim elfbreaker\n",
      "khorr saltbeard\n",
      "martlin spindlesizzle\n",
      "garn forgeheart\n",
      "morwyr moreksson\n",
      "eldon platsketch\n",
      "boris\n",
      "taklinn\n",
      "har-dan\n",
      "ink\n",
      "thora ironbeam\n",
      "\"raas \"\"steelheart\"\" e dal\"\n",
      "frelli griddeon\n",
      "karras ruknarin\n",
      "s'vildri\n",
      "jyodmar leatherbeard\n",
      "papoy whirlybits\n",
      "brottor thunderschild\n",
      "dakhm firestoker\n",
      "magstein\n",
      "boreal typhon\n",
      "reveka\n",
      "foron bronzebeard\n",
      "del baccarin\n",
      "jortix fizzleflash\n",
      "abbadon\n",
      "sherrad\n",
      "abomentolor goblinburner\n",
      "june shrenan\n",
      "kaerenna laraly arcaline raulnor\n",
      "\"daphiroe rosidysa tawyn \"\"\"\"gravewalker\"\" folxis\t\t\t\t\"\n",
      "thorbald\n",
      "eowyn sparklesong\n",
      "alitranna lorearthen\n",
      "daegarth ungart\n",
      "rechra gantallug\n",
      "berut burrowsaph\n",
      "breca\n",
      "khatur\n",
      "marl gothin\n",
      "ovain\n",
      "bleeby beanbow\n",
      "gauwilh ferray\n",
      "cuna\n",
      "thelmyr theyrilaxe\n",
      "skaamos\n",
      "dorauk theyrilaxe\n",
      "dorick theyrilaxe\n",
      "merle hightower highchurch\n",
      "blueno flint\n",
      "deri\n",
      "gimble shimmerdale\n",
      "kain\n",
      "eirnin copenfure\n",
      "monk\n",
      "aramance\n",
      "little brother barthalos\n",
      "zappa\n",
      "fnipper caramip\n",
      "legenius intelligence pantastico\n",
      "orrin alemane\n",
      "oppie\n",
      "wyth\n",
      "philbip wigglebottom\n",
      "ealle\n",
      "gimble zookist\n",
      "durzil\n",
      "durzil\n",
      "greignar leifsten\n",
      "nels grackle\n",
      "nels grackle\n",
      "barrywick swizzle\n",
      "gorsk\n",
      "dhugnaen bromirlum nordus\n",
      "trogdor\n",
      "gerald tealeaf\n",
      "axel twist-spring\n",
      "lord zifnab the savage\n",
      "nahele\n",
      "tenerallin cerellian\n",
      "dirgnar son of gurgnar\n",
      "newt\n",
      "porphyry petrovic\n",
      "mala schist\n",
      "toof'n'nail\n",
      "gotrek dragonsbane\n",
      "brie\n",
      "glorg\n",
      "yam the thread\n",
      "ellyjobel folkor\n",
      "drog gorrhiem\n",
      "tuffgar gorrhiem\n",
      "oleg gorrhiem\n",
      "crake\n",
      "alsayce\n",
      "hogaan warhammer\n",
      "gisele anvilborn\n",
      "mann aidanno\n",
      "varvakis panward edyelkin\n",
      "ulfgar\n",
      "zarak\n",
      "\"nikalm \"\"toe offender\"\" \"\n",
      "greatest\n",
      "tek\n",
      "vistra\n",
      "chad nezwik\n",
      "kathmyl chalkborn\n",
      "piper wren\n",
      "rewyn\n",
      "bodrick battlehammer\n",
      "orla\n",
      "kislev kvothe\n",
      "dio\n",
      "kibitzer\n",
      "winston cobbleheart\n",
      "dazrah anvilblood\n",
      "amarashi forluk\n",
      "zed baske\n",
      "penny\n",
      "muhamed farouk\n",
      "ragnar\n",
      "snurch the terrible\n",
      "kaboom the guhnoom\n",
      "gungnir mountainbreaker\n",
      "rurik torunn\n",
      "mab nackle\n",
      "dundir swifthammer\n",
      "hobgoblin iii\n",
      "ragnar godsmote\n",
      "nora berthold\n",
      "thorin ironfist\n",
      "halgo torke\n",
      "dirlum\n",
      "skera\n",
      "fangala dindo ipiin salingy limbobo gamzoodle\n",
      "rusco tirpon ersbop\n",
      "thormir\n",
      "ernie pebis jr. jr\n",
      "salad\n",
      "vorgut firebeard\n",
      "smaili\n",
      "igel\n",
      "brudielle\n",
      "hiraeth\n",
      "maldor silverrock\n",
      "ziljilymon schliplia gradhtien\n",
      "odji\n",
      "timtom zipperbottle\n",
      "yelke\n",
      "baba yelke\n",
      "errol\n",
      "astrid cabal\n",
      "thranapel\n",
      "ossrum odinstone\n",
      "deacon tobit\n",
      "terinora\n",
      "van hammerson\n",
      "cam woolly\n",
      "olaf grimbottom\n",
      "morgenstern\n",
      "beryl fireforge\n",
      "anrack strongpeak\n",
      "baziz firebrant\n",
      "gear crank\n",
      "hat\n",
      "hugo odinson\n",
      "cadha talmhainn\n",
      "reginald thunderfist\n",
      "dancing nottingham\n",
      "ulgrim axebuckle\n",
      "pils finkbršu\n",
      "pils de klok\n",
      "theldar knacklewocket (ratchet)\n",
      "karak dum azargi\n",
      "balin waraxe\n",
      "myris firebrand\n",
      "albert\n",
      "mhera\n",
      "vrumdohr\n",
      "zetinal trodan\n",
      "bottom fallowfield\n",
      "obriawne\n",
      "barax\n",
      "grey skull\n",
      "edwin von wigglethorpe\n",
      "gimli\n",
      "gnoam\n",
      "enzo roughlock\n",
      "\"archibald philimore ezekial \"\"zeke\"\" bombastus von hoftenkraf\"\n",
      "artin dankil\n",
      "knife-knife\n",
      "cella nanor ku\n",
      "thorlin\n",
      "gimble fizzlethorp\n",
      "ividdra\n",
      "rijah\n",
      "kargyle kidneystone\n",
      "belinda blunderbust\n",
      "durkon thundershield\n",
      "balthazar bilmorne\n",
      "zeff tinkerwrought\n",
      "artin rumnaheim\n",
      "cheymus eendbane\n",
      "patty hopstone\n",
      "meleskith hilldelver\n",
      "pell\n",
      "fennel dahlia mikka-luna sneaksplash stormspinner\n",
      "ulvrich\n",
      "forin stormfist\n",
      "krablauch stonecleaver\n",
      "gulbrand the initiate\n",
      "gabron the lightbringer\n",
      "lucky\n",
      "al'idia\n",
      "aeson\n",
      "lilliput\n",
      "ullur perry\n",
      "bardur oakhead\n",
      "birge hornbrew\n",
      "ellie sprout\n",
      "berrum dorast\n",
      "gloria heartbreaker\n",
      "one-eye\n",
      "zinnia niquin\n",
      "iftan\n",
      "carreg killfinger\n",
      "dagna bronzebottom\n",
      "arstog\n",
      "locke zimmerfell\n",
      "bjorn ironheel\n",
      "felix fizzlebang\n",
      "jamnugget\n",
      "alvin simon theodore\n",
      "gregosaurous rex\n",
      "ruark irnheil\n",
      "pixelflyx dotnyx prinseytrix\n",
      "ibling\n",
      "royston pillowstuff\n",
      "goomagomp\n",
      "quinlan\n",
      "kaleb hrafnarsson\n",
      "hargrim rimescar\n",
      "\"oraen \"\"kindlepalm\"\" fu-finfergel\"\n",
      "hinimar\n",
      "harkley\n",
      "fash falaf\n",
      "schneekšnig\n",
      "drossyn\n",
      "irisviel\n",
      "gimble\n",
      "korhowa\n",
      "fallon irontree\n",
      "brutor megakirves\n",
      "ammaug the just\n",
      "barstow harbormaster\n",
      "berk\n",
      "brundle\n",
      "ruby\n",
      "tilda\n",
      "boss\n",
      "garl glittergold\n",
      "dionivis\n",
      "storadoth\n",
      "crimmin thorndodger\n",
      "kulvinder immerfšrden\n",
      "rajcha the bold\n",
      "drummond\n",
      "durla\n",
      "vreior farmann\n",
      "gralamin strifeminer\n",
      "ylva\n",
      "tishla ironhouse\n",
      "ragna\n",
      "violet\n",
      "capp freeforest\n",
      "rurik fireforge\n",
      "thordren silverheart\n",
      "ainthe forsyth\n",
      "farkasdul\n",
      "hildy dimblenut\n",
      "hungart\n",
      "halgram stonebender\n",
      "brudielle\n",
      "klorhana\n",
      "hratha aleslinger\n",
      "thorin stonecutter\n",
      "exnor knott\n",
      "rexno knott\n",
      "alvin ulfsonn\n",
      "elijah brimstone\n",
      "feldspar brannfjell\n",
      "escar drood\n",
      "alvin haverford oneshoe stumbleduck melkin falchor\n",
      "orryn turin\n",
      "riswynn\n",
      "brumbar ironcoq\n",
      "aralam embervale\n",
      "aralam embervale\n",
      "elfrum earthbreaker\n",
      "furlong the just\n",
      "gern\n",
      "bezoar darkwell\n",
      "thirsty bloodaxe\n",
      "ulfhere arreg\n",
      "gimble goldsworth\n",
      "gleurog the unmovable\n",
      "ulfgar mcfireforge\n",
      "ulfgar rumnaheim\n",
      "zanna\n",
      "ninna spellrender\n",
      "warryn 'mossfoot' walgin\n",
      "lubbregnyst sparglegem\n",
      "harkard battlepeak\n",
      "\"ebony \"\"the raven\"\" timberbrook\"\n",
      "orwin axebeard\n",
      "samiphi wobblecog\n",
      "hashib\n",
      "sir hrothgar tronduk\n",
      "jameak laughshield\n",
      "bjorn lodestone\n",
      "glim nim pock\n",
      "skaggi tall-chisel\n",
      "onyx battlebeard\n",
      "lawn mowing\n",
      "mascol\n",
      "dresk\n",
      "graceaga shortankard\n",
      "seldira\n",
      "hawthor\n",
      "torg ironeater\n",
      "merlix avador bramblewit\n",
      "aknarr graw\n",
      "tudyk torunn\n",
      "mynwynn viskhart\n",
      "\"waywocket \"\"feathers\"\" fenwyn nix daphidira brambletop\"\n",
      "elise riverlock\n",
      "habla seafroth\n",
      "ozfurt wrangle albin bitnot magnifizzle\n",
      "kalkulayt thunderpencil\n",
      "lingus the cunning\n",
      "andry thorngage\n",
      "\"caramip \"\"nim\"\" raulnor\"\n",
      "murin axeworth\n",
      "captain blackfist\n",
      "\"billeon \"\"bill\"\" brickwit\"\n",
      "camothas gembrawl\n",
      "eldin kragmace\n",
      "ellywyn nettleeye\n",
      "grenver\n",
      "grimble toofaire\n",
      "fiora steadmantle\n",
      "galana wavewisp\n",
      "gretalyn dimstone\n",
      "horgrol deepriver\n",
      "hrothgar the lesser\n",
      "hurdan\n",
      "kuin blackeye\n",
      "maegra tuskheart\n",
      "ongor flowermine\n",
      "kellethras\n",
      "klorn ironbelly\n",
      "krillin the cleaver\n",
      "shale ravine\n",
      "shinkick anklebiter\n",
      "ghlor ironbeard\n",
      "engin wright\n",
      "gorrin stoneheart\n",
      "kruegar d'lyktits\n",
      "jonas the leeward\n",
      "amryyll\n",
      "dardoc tinkerton fizzywinks iv\n",
      "kizze rom baro\n",
      "xalpos boggy-hillocks\n",
      "zoran gildenshield\n",
      "gelfri\n",
      "arkul rubytooth\n",
      "toadstool\n",
      "scarab\n",
      "ulfgar wolfaxe\n",
      "sorrelbach …sterbanden\n",
      "marcelius kent viii\n",
      "timicin shondar\n",
      "steve onyxbeard\n",
      "brenna holgrimm\n",
      "brillmora axemaiden\n",
      "sprillig rockseeker\n",
      "dodger\n",
      "adeline\n",
      "bistavi\n",
      "gordak goldheim\n",
      "ramner\n",
      "mokthurr\n",
      "lefty lightfinger\n",
      "storund stonemaul\n",
      "corbin schimp\n",
      "raymond noodles\n",
      "helena\n",
      "rhigo haldrek\n",
      "daniel thungrin\n",
      "shovel\n",
      "thoril manythumbs\n",
      "willem bloodstone\n",
      "gotlieb hammerborn\n",
      "dorsas dirgemace\n",
      "khotri\n",
      "esben runwicke\n",
      "celine oakenstaff\n",
      "whummus lavahead\n",
      "sito nackle\n",
      "bartholomew zook\n",
      "nirnfi bindlestiff\n",
      "xavmorn foechuckle\n",
      "meemo\n",
      "kocskik jewelsmasher\n",
      "gorin hammerheart\n",
      "shran silick\n",
      "angus\n",
      "grimble flobbalob lobbins\n",
      "thorfin thunderslugger\n",
      "gerdis goldheart\n",
      "chandra\n",
      "garim toesmasher\n",
      "jehobanero wankelstein\n",
      "kontol memek\n",
      "rosefire cresent\n",
      "thorin ironfist\n",
      "orrik ironclad\n",
      "graden herberk\n",
      "nyx\n",
      "gramble rootbane\n",
      "wrenn\n",
      "constellar star of the sands\n",
      "scanlan shorthalt\n",
      "gorin the smasher\n",
      "edrastž yon viscon\n",
      "neamara narnig twinkletoe\n",
      "oberon o'canty\n",
      "egg\n",
      "jaella jansen\n",
      "gilly\n",
      "tharien\n",
      "harja\n",
      "farl\n",
      "attika ironfist\n",
      "ellywick flitterfidget\n",
      "vograg\n",
      "dero shatterhand\n",
      "flint frostbrand\n",
      "frimley featherwinkle\n",
      "bodren greatgut\n",
      "leadbiter\n",
      "gershmur maximus\n",
      "trill softshoe\n",
      "pardyll anvilward\n",
      "mardred ironfist\n",
      "bruenor fireforge\n",
      "ezma razmus\n",
      "durleg stonekin\n",
      "einar stoutheart\n",
      "rangrim thunderstone\n",
      "ghiristu\n",
      "kae bablae\n",
      "sclumpet baer\n",
      "thark stoneskull\n",
      "brewmor kegtosser\n",
      "bellimen swordsteel\n",
      "rosiwyn quipip\n",
      "flynn fumblefingers\n",
      "carl stonesworth\n",
      "jondec coalborn\n",
      "adair\n",
      "farlan steeprook\n",
      "jorvarsk of the bear claw\n",
      "ghhrammrrr\n",
      "alston timbers\n",
      "gendrok stonefordge\n",
      "syzyrgy\n",
      "embra tordal\n",
      "heisenburg turm\n",
      "bauble bandersnatch\n",
      "orik hammerthrust\n",
      "inadysa\n",
      "dairgen\n",
      "kathra stonehammer\n",
      "rosilin selbi prissa hestina gladdenstone\n",
      "yinril\n",
      "kyrria beauregard\n",
      "gideon\n",
      "stÿrmdrak\n",
      "lem o' nade\n",
      "kyrria beauregard\n",
      "gleebo fizzlepop\n",
      "kyrria beauregard\n",
      "sorrel senimor\n",
      "fennel senimor\n",
      "borin\n",
      "aoife inkfinger\n",
      "jarim ironfist\n",
      "kaer\n",
      "kyrria beauregard\n",
      "shepard\n",
      "viceroy greymantle\n",
      "grudgebearer vorn\n",
      "shira the kraken\n",
      "shira shinefoot iii\n",
      "al'durain newbark\n",
      "\"north \"\"nixie\"\" baffin\"\n",
      "naar flameheart\n",
      "azda\n",
      "kildrak frostbeard\n",
      "kathra torunn\n",
      "els\n",
      "lumi\n",
      "dagthra gemfist\n",
      "duff mcshoney\n",
      "rosisany pepperspangle\n",
      "count stanistlas einkilius riedeler van moiijekindoris zul zureirender zeddicus maltarack nerthos firent of house nobelareschioriverol\n",
      "fjolni stonehammer\n",
      "amethyst bronzebottom\n",
      "kelgrin stoutshield\n",
      "masque\n",
      "džrnir\n",
      "fedge dinkwhistle\n",
      "geoff de'liz amal\n",
      "nova\n",
      "professor nicolai t. whipplebottom\n",
      "bubble orphilia\n",
      "squeak orphilia\n",
      "\"celtra \"\"artemerick\"\" berrywick\"\n",
      "dain ummyuh\n",
      "haruk viggson\n",
      "myrcella brightmountain\n",
      "florin brokenshield\n",
      "jomor\n",
      "sannl\n",
      "cicic\n",
      "tordren rockseekee\n",
      "thogli\n",
      "balok dernsheld\n",
      "tariok larfton\n",
      "senna greenhollow\n",
      "per crackwall\n",
      "shlappy lapkins\n",
      "izarka\n",
      "iris ironhammer\n",
      "ezughal\n",
      "flint wavestrider\n",
      "gideon\n",
      "azara\n",
      "chunkdar\n",
      "jorrick stendahl\n",
      "vario morningstar\n",
      "oldan sandtracker\n",
      "skagis fireforge\n",
      "korin ironfoot\n",
      "varruk stormwind\n",
      "brawlwin clinkenbeard\n",
      "berenbur razno\n",
      "roondar\n",
      "fish\n",
      "\"boddynock \"\"filchbatter\"\" folkor\"\n",
      "karst\n",
      "cornelius jebediah oilybits\n",
      "isla ironfist\n",
      "llortamai bluebriar\n",
      "tarengarr\n",
      "tomfus tinsle snicker snapsnip ruphus rompus taper\n",
      "runar goodhammer\n",
      "helga\n",
      "cheri cohla\n",
      "kira languine\n",
      "ebeneezer fitzwilliam\n",
      "gillia\n",
      "corvyn\n",
      "fundrick scroble\n",
      "shamil o'neil\n",
      "olum greystroke\n",
      "moragh\n",
      "sarkozy\n",
      "the mouth of duen\n",
      "ella\n",
      "zeph\n",
      "omac\n",
      "brenin\n",
      "nedben\n",
      "the brown bat\n",
      "hoar son of hrothgar\n",
      "fizz\n",
      "asmodeus\n",
      "clar\n",
      "chechel chowderhouski\n",
      "pixel\n",
      "hyacinth\n",
      "dula greystone\n",
      "madenya\n",
      "gimble\n",
      "freynor stormaxe\n",
      "bimble dawnwood\n",
      "korandel bek\n",
      "etips\n",
      "smeven\n",
      "polymiffit catimouse\n",
      "helja\n",
      "gimble\n",
      "fonkin fnipper folkor\n",
      "scott finch fancyhat\n",
      "mark trail\n",
      "frug\n",
      "turpentine sticklebrick\n",
      "glitterquick\n",
      "alula kolvis\n",
      "tordek\n",
      "jumblemename\n",
      "gratia forge-fist\n",
      "eirianwen stoneflight\n",
      "saereen majetson\n",
      "malgranda\n",
      "kuldar thudul onyxarm\n",
      "nix\n",
      "ollie lightslasher\n",
      "rogan\n",
      "trandor the bold\n",
      "korit\n",
      "\"flandal \"\"dragonsbane\"\" tristan\"\n",
      "gunther bronzeblade\n",
      "mella liastacia\n",
      "hildegard battleforge\n",
      "ruprecht\n",
      "nyxillitt\n",
      "fargrim darrak\n",
      "zostra\n",
      "m. mindspanner\n",
      "caitlyn boutros\n",
      "yolondo gillper\n",
      "leslie cockinbottom\n",
      "tequila davis\n",
      "mossfoot forglim zoggi galanailo moorlig\n",
      "timotheus\n",
      "grombrinal anvilheart\n",
      "gotrek starbreaker\n",
      "ungrim dreadhammer\n",
      "dragrim ironheart\n",
      "ungrim ironfist\n",
      "snorri nosebiter\n",
      "snorri whitebeard\n",
      "alaric ironbeard\n",
      "alrik ranulfsson\n",
      "athranbor ironbreaker\n",
      "arkat anvilborn\n",
      "balarika kragellasdotr\n",
      "balikina furlisdotr\n",
      "arven brille\n",
      "belegar ironhammer\n",
      "balkrag ironsdotr\n",
      "burlok hammerhand\n",
      "kazor dragonslayer\n",
      "dwalik ironshield\n",
      "drongdor ironfist\n",
      "gottri thunderhammer\n",
      "jorek largsdottir\n",
      "kazador ironheart\n",
      "nurn norisdortir\n",
      "grimm brokk\n",
      "sven whitebeard\n",
      "tarni ironspike\n",
      "zarrgna stonehammer\n",
      "zarkis stoneborn\n",
      "xisor starhammer\n",
      "korin grizzledbeard\n",
      "copperpike grizzledbeard\n",
      "felton ironbuckle\n",
      "nalbur\n",
      "felicity cloverweave\n",
      "morin granitegear\n",
      "bogdon the foul\n",
      "tyrsdig manyhands\n",
      "malkyn fenris\n",
      "elliwick\n",
      "gungholt kramfors\n",
      "firble cavedust\n",
      "thorgin\n",
      "ersatz malfortuno\n",
      "gorgrim firebeard\n",
      "borek firebeard\n",
      "zibblemark\n",
      "\"breena \"\"sparklegem\"\" timbers\"\n",
      "burlok\n",
      "jelynbol rollerren\n",
      "gethin creed\n",
      "miri\n",
      "pinto\n",
      "basil lawnglobes\n",
      "nissa\n",
      "klair stormheart\n",
      "bor stormsdotyr\n",
      "gotrek stormbeard\n",
      "klare stormfist\n",
      "thorri stormfist\n",
      "kalek anvilborn\n",
      "bor hammerfist\n",
      "merek grimbeard\n",
      "merkel firebeard\n",
      "reginn frostbeard\n",
      "kazar killgotth\n",
      "troubadour\n",
      "thimblebrig braggot\n",
      "klare anvilborn\n",
      "dranke hammerhand\n",
      "logar blackbeard\n",
      "kazzador deathshammer\n",
      "boldendryn stonemantle\n",
      "doozer carwick\n",
      "scrungo beepis\n",
      "jack the piper\n",
      "bhaldreak stormbeard\n",
      "aerxies\n",
      "orsik gorunn\n",
      "garris davey malanrick cornelius corpip de brillin\n",
      "bardok\n",
      "snapbrittle\n",
      "soi disantra\n",
      "gotrek starbreaker\n",
      "kak kak kak\n",
      "osric\n",
      "oskar\n",
      "dymi knackle\n",
      "tiberius gavrilovich\n",
      "edlyn heordak\n",
      "dwina\n",
      "dessan\n",
      "brynnja torunn\n",
      "gorm roundbelly\n",
      "fern silverleaf\n",
      "fijit frothelthimble\n",
      "drago anvilborn\n",
      "borlin hammerheart\n",
      "\"malaki \"\"mad-eye\"\" hammerborn\"\n",
      "dramar hammersson\n",
      "aelfi farts\n",
      "dashiel hammerheart\n",
      "thorri stormbeard\n",
      "ashel dieback\n",
      "loki throatripper\n",
      "\"izzchor \"\"half-hand\"\" blackbeard\"\n",
      "dorn winterbeard\n",
      "snorri whitebeard\n",
      "hiss snakeheart\n",
      "odin ravensbeard\n",
      "heileman beerbelly\n",
      "dirk shazar\n",
      "hetvšla\n",
      "ough abougha\n",
      "thaddeus kinterzuul\n",
      "rugnar steelforge\n",
      "timon adelmar\n",
      "dundrum drumall\n",
      "jorgan thundershield\n",
      "sfid mafipulis\n",
      "eric clerickson jr.\n",
      "eric clerickson sr.\n",
      "drogo anvilheart\n",
      "gamek hammerhand\n",
      "roryn leatherbeard\n",
      "glothn\n",
      "elkari\n",
      "braskier\n",
      "halberd halberdsson\n",
      "sankis flamebeard\n",
      "cordree vendo\n",
      "hans ironhammer\n",
      "janus jansen\n",
      "farrellock hob\n",
      "ayla locklin\n",
      "thorgrin rhymebreaker\n",
      "ward of snade\n",
      "gerbil\n",
      "blendarr\n",
      "flint fireforge\n",
      "kegmyl onyxhorn\n",
      "hezekiah poffyknobble the uncharacteristically devout\n",
      "thrandor silverhammer\n",
      "bimblebop ningle\n",
      "oglaf\n",
      "viva\n",
      "marigold\n",
      "bohdar\n",
      "jeldfir\n",
      "nyx turen\n",
      "sampitty tabbins\n",
      "malika aeducan\n",
      "wrelar sparkin\n",
      "svardlegark bugsquisher\n",
      "blodeuwedd\n",
      "kšp\n",
      "dandle debryde\n",
      "myrthin thuldrvasse duskmantle\n",
      "kavelas reyen\n",
      "khirilya ashforge\n",
      "darzack\n",
      "arthos\n",
      "jalain\n",
      "rurik stonegait\n",
      "korak dargirn\n",
      "brea soldorak\n",
      "bloople\n",
      "twimsy augerwheel\n",
      "helja jaegershield\n",
      "penwyn woodsheart\n",
      "gardain ironside\n",
      "jaspar gavorn\n",
      "standin n. yergarden\n",
      "kirin ramwyll\n",
      "kirin ramwyll\n",
      "baern\n",
      "birch\n",
      "naoise 'zapp' garrick\n",
      "harbek dankil\n",
      "fargrim frostbeard\n",
      "odabagoe\n",
      "mosus clutchsalve\n",
      "baldor thorssen\n",
      "tormand gom\n",
      "throckmorton\n",
      "mumpsimus sumpsimus\n",
      "andearen faebairn of carefree delight\n",
      "gwynmyr\n",
      "adrik shatterfoot\n",
      "miray\n",
      "fergie fondlechurch\n",
      "fargrim battlehammer\n",
      "nora knotbraid\n",
      "magnus coalbeard\n",
      "mavros\n",
      "nettle coppersmith\n",
      "gilly\n",
      "zuri\n",
      "paralin\n",
      "fallowgrey\n",
      "das\n",
      "doin\n",
      "hrothgar of tronjheim\n",
      "oren deathhand\n",
      "t linsn jizlin\n",
      "radagast sun'srah\n",
      "minch o'connel\n",
      "eberdeb pingun\n",
      "bellamvier lipwin\n",
      "durd\n",
      "baum\n",
      "german stonewurst\n",
      "orryn varrick\n",
      "xerxes the mighty\n",
      "orsik battlehammer\n",
      "karlphoyin\n",
      "zanna timbers\n",
      "aligheri\n",
      "blick cidnan\n",
      "murdo murray matheson\n",
      "zook timbers\n",
      "gilgrim\n",
      "j'soud flaskguard\n",
      "glod ironfoundersson\n",
      "adram ironguard\n",
      "mervin the scholar\n",
      "olon\n",
      "gomphus greengills\n",
      "suk'mah ironshaft\n",
      "fiametta ò bailywickó flickerfizzle\n",
      "amber redmara\n",
      "exnor knott\n",
      "rexno knott\n",
      "lenna mulloy\n",
      "morgran ironheart\n",
      "jerald the wizard\n",
      "guthric boozehammer\n",
      "nivo\n",
      "sir flinny vargas muckbuckle de palicka\n",
      "dragomir\n",
      "xochar rennum\n",
      "delga fireforge\n",
      "hector the goat\n",
      "gnate wifflebat\n",
      "blurp\n",
      "griftlok\n",
      "brangien bouldertamm\n",
      "rincewind\n",
      "loderr stonehammer\n",
      "givralyn\n",
      "gaurdain fireforge\n",
      "zayna murnig\n",
      "dungon stoleit\n",
      "jebeddo beren doublelock\n",
      "evie rosewood\n",
      "william holderheck\n",
      "zania\n",
      "dag\n",
      "\"glim \"\"shadow\"\" garrick\"\n",
      "harvey dampbeard\n",
      "bruman\n",
      "lillifizz nyx timbers\n",
      "gnollus gneash\n",
      "korbromm irongroin\n",
      "lormaras\n",
      "disylgi amacanfel\n",
      "fergie gilroy-fife\n",
      "zanderfeld\n",
      "deva\n",
      "fenneric gripplesby\n",
      "behemoth\n",
      "beuringen apollo antonio paravel apostrophe bartimaeus strawhat\n",
      "mann †r\n",
      "nikolas wright\n",
      "thyra sheildhammer\n",
      "shifty mcgee\n",
      "wankershim\n",
      "brannon brighthammer\n",
      "orik sporesguard\n",
      "gurdis finknole\n",
      "theobold\n",
      "mcsteamy\n",
      "squae\n",
      "merle highchurch\n",
      "kovak\n",
      "osric\n",
      "quaxif\n",
      "fangar fireborn\n",
      "hopskin thuddleditch\n",
      "balthazar\n",
      "aleaha delance\n",
      "fizgig\n",
      "baerheart\n",
      "hurdhur stoutpike\n",
      "lighthouse kid\n",
      "sherm\n",
      "grizzbane\n",
      "rehani slipfoote\n",
      "tordek strongarm\n",
      "father hamish\n",
      "bluebeard\n",
      "jax\n",
      "moira lim-caldwell\n",
      "keikilani taree\n",
      "lupa fernchaser\n",
      "bingledorf\n",
      "daubach hammersong\n",
      "grunk\n",
      "chunk\n",
      "lunk\n",
      "crunk\n",
      "dunk\n",
      "gunk\n",
      "rache\n",
      "dimble waggletop\n",
      "bronwynn\n",
      "\"yarollus emelrich eustache tamblebink \"\"yeet\"\"\"\n",
      "bira daynettle\n",
      "rattlebones\n",
      "\"wilhemina \"\"billy\"\" kaur\"\n",
      "stron'fer acidio\n",
      "boddynook nackle\n",
      "geoff thunderfist\n",
      "genevieve ògwenó duval\n",
      "laurence century\n",
      "\"goggibag \"\"pillowpants\"\" hognomo\"\n",
      "stovram\n",
      "ellywick òtwigó timbers\n",
      "darmok\n",
      "durry ghastkill\n",
      "zyrolu\n",
      "vorgut firebeard\n",
      "travok ironbeard\n",
      "angvald beerfury\n",
      "ffluedder fflamtaligan\n",
      "borgu deepwalker\n",
      "orist òpunchyó mcelwyn\n",
      "elizilmi\n",
      "goran mahone\n",
      "costa pentos\n",
      "bruz\n",
      "fullangr\n",
      "rognar ramholder\n",
      "andraz\n",
      "shilteryx\n",
      "korang\n",
      "shuzana fingerwaggler\n",
      "widdershins malarkey the first chronicler\n",
      "dr. jumbalaya gullytum\n",
      "samin\n",
      "lizzie ironhead\n",
      "islay\n",
      "gundri stonemelter\n",
      "tobera firebrand\n",
      "blyranna\n",
      "vok\n",
      "oli couch\n",
      "trent claus\n",
      "doug spilatro\n",
      "thorodin frostbeard\n",
      "giantreaver\n",
      "feluria\n",
      "fidget\n",
      "dirk darkhammer\n",
      "gomokdos amluth-kin\n",
      "gimplestein\n",
      "uriah heep\n",
      "grommett\n",
      "khav\n",
      "taizoth\n",
      "jenna janni\n",
      "horace\n",
      "fiwarg\n",
      "red beard the younger\n",
      "quolanta\n",
      "lareneg forceblade\n",
      "keghr grindlestone\n",
      "oskur\n",
      "drochit gondeboggin\n",
      "biro rumbleraft\n",
      "plum\n",
      "drullet bloodninja\n",
      "bahasa ini teh\n",
      "beardfist fistbeard\n",
      "wizwell lightsfaith\n",
      "dobbokin ningel\n",
      "rolf blackhammer\n",
      "merle hightower highchurch\n",
      "davenport\n",
      "orryn timbers-nackle\n",
      "demise\n",
      "gwillewyn\n",
      "david\n",
      "gimlet stonefoot\n",
      "urist mcasskicker\n",
      "frug\n",
      "gimble timbers\n",
      "thorgrim jockel\n",
      "poshment\n",
      "meese\n",
      "frigga\n",
      "big mclargehuge\n",
      "minima honeyholly unella amberweasel janona fallmaple euphonia silvertune frondfoot\n",
      "wynnlynn aremus orindi bryx\n",
      "friar rorik\n",
      "hrath madhammer\n",
      "drunvalo valdrune\n",
      "speedy mcaxe\n",
      "big igneous\n",
      "bershaba homeforger\n",
      "zolli\n",
      "wizziwigg\n",
      "bjorn\n",
      "svara sevreem\n",
      "addanax\n",
      "dwayberry\n",
      "extraworst\n",
      "gitli\n",
      "hurghill\n",
      "ikli\n",
      "iodoc\n",
      "mickelburg\n",
      "knackle nicklepocket\n",
      "trovar\n",
      "durdam dolina\n",
      "baba perhta yaga\n",
      "jemma arirhana breefyx knocken\n",
      "ellywick timbers\n",
      "malcara\n",
      "ferax\n",
      "crosspatch\n",
      "crozzel\n",
      "higrid\n",
      "smerdeti\n",
      "\"nydysa nyx clover kestrel \"\"bluecap\"\" quigley\"\n",
      "drotar\n",
      "meow pie\n",
      "morokt ironhouse\n",
      "feldspar\n",
      "parson\n",
      "krac\n",
      "korrin ironhorn\n",
      "darrum ironhorn\n",
      "twerkin battlehammer\n",
      "rurik\n",
      "donkar banecrafter\n",
      "valeria keshthra\n",
      "professor fluffenstuff\n",
      "tinker\n",
      "tierney diamondcliff\n",
      "zanna\n",
      "kharros ironforge\n",
      "tejmale thorrn\n",
      "doxi\n",
      "orden o diamen\n",
      "balmorand grimsdotter\n",
      "aragna firebrand\n",
      "nobert mcstroodle\n",
      "mardazin chipporwill\n",
      "fjallarr flat-toes\n",
      "ellywick tumblebelly\n",
      "loopmottin\n",
      "sporkletrip\n",
      "linyrius pondoplicario\n",
      "ercibil scarlemane\n",
      "maloo\n",
      "gumph knobknuckle\n",
      "svirt\n",
      "anaximander\n",
      "westerly\n",
      "kira hilfengaardsen\n",
      "gnimsh\n",
      "duggin godshand\n",
      "ruggin allerton\n",
      "mardnab moholier\n",
      "gkaren twinkleberry\n",
      "fidget\n",
      "jupiton expandriate\n",
      "kalagn firstfire\n",
      "hjulrik bloodbeard of clan ironeater\n",
      "hepjorn hammerbeard\n",
      "standor mcbain\n",
      "torvar the tall\n",
      "nyrila ironshield\n",
      "clessa charmgrind\n",
      "orryn quickfingers\n",
      "scrump\n",
      "anzel stormbeard\n",
      "lothar goldseeker\n",
      "travok\n",
      "aether rumblestone\n",
      "shottamip\n",
      "xandra\n",
      "urik stonehammer\n",
      "shivney\n",
      "bloodbeard the ugly\n",
      "beardo binbottom\n",
      "dismelle beans\n",
      "durwynn\n",
      "korak dargirn\n",
      "whindleweaver\n",
      "grelwin krelwik\n",
      "dorm glintstone\n",
      "wilhelm goldbeard\n",
      "grog stonehammer\n",
      "councilor brega fullhearth\n",
      "jeff stronginthearm\n",
      "gorlo the incinerator\n",
      "gargan macelroy\n",
      "oska silvershield\n",
      "nendy nackle\n",
      "caiginn\n",
      "balgus coalspark\n",
      "daisy\n",
      "jigs peppercorn grundle cookie cornelius chomsky\n",
      "jedediah garblebongers\n",
      "pinufles\n",
      "glorin\n",
      "aisling wolfsbane\n",
      "torgga ironfist\n",
      "tred stonefist\n",
      "lavina\n",
      "next\n",
      "boren\n",
      "duncan\n",
      "rolo\n",
      "tinkel goldbinder\n",
      "glip bumbledon\n",
      "quincy\n",
      "kardalys\n",
      "hagas\n",
      "howard flubger\n",
      "ophelius ro'shim'bo\n",
      "orlek ironfall\n",
      "ollie twister\n",
      "derpy mcderpson\n",
      "grolin axebreaker\n",
      "faeli timberturn\n",
      "pree waterfetcher\n",
      "maren frostwidow\n",
      "draco deathwhisper\n",
      "cropididanapescurtle\n",
      "medora palatek\n",
      "drey lockstone\n",
      "sabelle woodsheart\n",
      "vistra torevir\n",
      "brumberk steelhand\n",
      "jasna\n",
      "brynhildr barrowborn\n",
      "namfoodle\n",
      "randal bramblebeard\n",
      "welmington dartswhile\n",
      "drumkettle lirsprig\n",
      "nerisagi silvertongue\n",
      "slippy-slap coldhands\n",
      "fnipper nackle\n",
      "flint westforge\n",
      "whistles\n",
      "cuthbert candlecrook\n",
      "varney the beardless\n",
      "vinster jekklestin\n",
      "rothgnar granitesmasher\n",
      "huachuri stoneshield\n",
      "ozoc ironbeard\n",
      "flint\n",
      "dak'thalon stouthammer\n",
      "abigail rockseeker\n",
      "chesterfield snapdragon mcfisticuffs\n",
      "breesa\n",
      "jorgin rockseeker\n",
      "baurus ironballs\n",
      "walter whitebeard\n",
      "flint coalhammer\n",
      "nayitah\n",
      "hulrig\n",
      "pi–ata chimichanga\n",
      "elijah degareth\n",
      "helfin von grancourt\n",
      "qili\n",
      "sigwalt morshwood\n",
      "gonch\n",
      "benny\n",
      "grandeur\n",
      "thuryn ironstones\n",
      "barss\n",
      "ripper bigthingtripper\n",
      "supreme fluffy\n",
      "nyx nackle quicksong\n",
      "nyx\n",
      "baddyknock baeli\n",
      "argron brimstone\n",
      "ellywick\n",
      "stonegrip deathhammer\n",
      "poshment\n",
      "govraek smeltmaster\n",
      "berrydash rose imdownhere mhairi blossom neart'daraich or dash for short.\n",
      "thruttie\n",
      "seniger steelgaze\n",
      "mudrumi strokhalun\n",
      "tyrius flintbrow\n",
      "eldon spizzlecrank\n",
      "thirun thriceman\n",
      "roold daeglebak\n",
      "torevrac oreshaper\n",
      "frakton portcullis\n",
      "kerrek\n",
      "ren ironhold\n",
      "dremoren grimsire\n",
      "lors fyrebrand\n",
      "ingna bellows\n",
      "markin deephew\n",
      "jemri malik oxossi cummundrew- bonnaberen jemmi)\n",
      "brother hammer\n",
      "dal hornbreaker\n",
      "beedle son of baldrick\n",
      "herald of the dwarves\n",
      "bjorr molestout\n",
      "daidra\n",
      "bingledorf\n",
      "ripp sunderbits\n",
      "barsomius thundergut\n",
      "ardiche mezza\n",
      "den guillarme\n",
      "jimmy guillarme\n",
      "laiv yulier\n",
      "lex luthier\n",
      "reeslow pier\n",
      "aldorin\n",
      "colonel forbin\n",
      "primyn nackle\n",
      "nigel\n",
      "thud bloodfist\n",
      "ontplof kleindwerg\n",
      "badoo chomsky\n",
      "floromolachus kerakiherulosh\n",
      "sklar pepler\n",
      "peanut puddleblossom\n",
      "jean-raphael redbeard\n",
      "adrik\n",
      "ella lorilla namfoodle shamil dimble waywocket shaililli beestinger\n",
      "tyrwynn balderk\n",
      "diesa deepdelve\n",
      "gelbin\n",
      "conquistador manpip of the anklesmashing clan\n",
      "grellizabeth\n",
      "berri rockbottom\n",
      "davlin\n",
      "drome the gnome\n",
      "bravo durathorn\n",
      "grash clinkenbeard\n",
      "phavagnaith\n",
      "renwick kenshin\n",
      "fizzwicket sprocklebottom\n",
      "sharn stoneshoulder\n",
      "reic weisman\n",
      "scott beardsley\n",
      "nikil stickerflint\n",
      "brogg bailiwick\n",
      "ladya riversack\n",
      "boddynock\n",
      "steil krankil\n",
      "slipstream\n",
      "flint fireforge\n",
      "christopper\n",
      "dorf from the north\n",
      "halryn silend\n",
      "dagfinn torvagsson\n",
      "nyx\n",
      "gadget clockwork\n",
      "kael\n",
      "kaen\n",
      "ninotchka petrovichka\n",
      "bertibby\n",
      "\"\"\"duvamil ellywick piewacket ningel hollythorn treefellow bardock with a hint of lemon hey you a baboon miss goodwrench (pause) the gnome formally known as prince (symbol)\"\"\"\n",
      "elf\n",
      "el sueco\n",
      "durin sandhand\n",
      "gl”m woodenlaughter\n",
      "uthdark einhere\n",
      "balor\n",
      "ortha gorunn\n",
      "glee\n",
      "grutchen oršg\n",
      "koshka dmitri nicholaiovich\n",
      "rawk diamondeye\n",
      "enobhtar\n",
      "\"nic \"\"dawdle\"\" pilfer\"\n",
      "flint\n",
      "dirk ungart\n",
      "figgin pen\n",
      "jaspermunk hildybin bibbertyfimble\n",
      "sker êshvalr\n",
      "senshi strongwok\n",
      "struana hardjaw\n",
      "banin\n",
      "tovenar\n",
      "theophylac\n",
      "llyxwyz\n",
      "bors stonefoot\n",
      "\"greb \"\"two-tone\"\" timbers\"\n",
      "tola fardan\n",
      "glim turen\n",
      "\"\"\"wren\"\" daphidira eililin wrenler\"\n",
      "esveth khurghan\n",
      "elding slodveg\n",
      "threk goblinhater\n",
      "mog feldspar\n",
      "throick stone-hem\n",
      "zhephoghininin torikinglen\n",
      "tessie thistlewizzle\n",
      "lord big of tasty\n",
      "thorgormr\n",
      "anklebiter\n",
      "navasir\n",
      "khorein\n",
      "kierna mida tealeaf\n",
      "vip rustdust longchisel\n",
      "catal dragonbane\n",
      "balingina goldendiddle\n",
      "kern skrivnost\n",
      "willow defaux\n",
      "\"olliechock \"\"ollie\"\" erralfizflin norrfoodleis queenipper iii\"\n",
      "wozard the weird\n",
      "pooh glug glug\n",
      "thorbadyl halderhek\n",
      "fizz bitzwidget\n",
      "jiminy ironhands\n",
      "trifi nimglim\n",
      "abner\n",
      "dreigh\n",
      "thanar\n",
      "\"travor \"\"trevor\"\" travor\"\n",
      "gnaomi smalls\n",
      "amadod dweegno memagi\n",
      "arlock iron fist\n",
      "cruendithas woodsheart\n",
      "nelbig sunbyn\n",
      "dorf\n",
      "dupont dupont\n",
      "urbash\n",
      "wayrick boddywinkle\n",
      "agatha bronzebuckle\n",
      "korgan stonevein\n",
      "feldyn\n",
      "jarhkni\n",
      "killall\n",
      "noah frostmount\n",
      "the loneliness and the scream\n",
      "kettle cook\n",
      "myles jšnn\n",
      "gnoracle\n",
      "nook nagle\n",
      "nuraim\n",
      "gimli rockestter\n",
      "gimli rockestter\n",
      "krissy\n",
      "bazren\n",
      "brilla balderk\n",
      "zirka steinhart\n",
      "fizbang loamfurrow\n",
      "roark brewroar\n",
      "grodger brunhamer\n",
      "storrin halfhand\n",
      "ulrich dex\n",
      "urist robebeard\n",
      "bluebeard the bastard\n",
      "smalljohn weesmith\n",
      "longus scrotus\n",
      "emren\n",
      "finnegan\n",
      "dolaec embermaul\n",
      "watgotin presmenor\n",
      "kyren gurmudger\n",
      "grandma mabel\n",
      "bob v\n",
      "bob ii\n",
      "veigar\n",
      "hargess\n",
      "haldor\n",
      "roarke\n",
      "brogan\n",
      "biggs\n",
      "bruenor battlehammer\n",
      "stoki\n",
      "barrowin undurr\n",
      "zorbu\n",
      "galor rockshield\n",
      "ori faebys\n",
      "tormund stonefaith\n",
      "wynnawren berrybink\n",
      "rohn paul stiltzkin\n",
      "tordek\n",
      "cyclone chinook\n",
      "jalapeno fookurbirch\n",
      "rast a' fureye\n",
      "pym\n",
      "lyria\n",
      "beorn\n",
      "torgann\n",
      "morguth copperbeard\n",
      "nora grigardalgak\n",
      "marrek brightforge\n",
      "jamgold goldbludgeon\n",
      "eli ironfist\n",
      "dimble daergel\n",
      "klaus fallhammer\n",
      "grumble grums\n",
      "lond farnum\n",
      "lump\n",
      "orrin keenhammer\n",
      "khazar guldanzar\n",
      "dur'gan granitesmith\n",
      "alston timbers\n",
      "frazi\n",
      "ludoi\n",
      "wizzywig\n",
      "riswynn ironfist\n",
      "healster\n",
      "maelbrite\n",
      "saoirse alderfern\n",
      "bunkyl flintstone\n",
      "keshtaniellovanad'cartisviel\n",
      "reginald rockholme\n",
      "tarkov\n",
      "arburus flintlock\n",
      "petros godfear\n",
      "amber brawnanvil\n",
      "alaina\n",
      "illyana\n",
      "ragnath chaosblade\n",
      "fiona firehair\n",
      "brocc oneshoe\n",
      "ernest codpiece\n",
      "kylian greyhelm\n",
      "jarleth\n",
      "rokk ironhelm\n",
      "\"bert\n",
      "mucro hammerhand\n",
      "molto justiciam\n",
      "venric\n",
      "gnomeo gnelson\n",
      "kalgor brisork\n",
      "greybeard\n",
      "osdred redhammer\n",
      "khelm bronzebeard\n",
      "torgga ironfist\n",
      "deldin gllitergold\n",
      "dhustael\n",
      "greygome silverbeard\n",
      "felix doublelock\n",
      "merryn qina elbys helgani wrodira bilben\n",
      "flint frostbeard\n",
      "emberlie bromstone\n",
      "althazar\n",
      "ralph hoagie\n",
      "driden magnar\n",
      "kaihilda\n",
      "vyordi limpnoodle\n",
      "moon moon\n",
      "yug makug\n",
      "yeran\n",
      "onar\n",
      "carlin minli folna donella ressa daergel\n",
      "tenkus\n",
      "radeyana sirilan\n",
      "bontan\n",
      "halgor hammerhand\n",
      "dagidang treecutter\n",
      "valtor\n",
      "thandren mannix\n",
      "kethrilli deathblooded\n",
      "thrallgrimm talomar tarag silfborn\n",
      "kirbfiln the slayer\n",
      "raul stoneforge\n",
      "grimmswold bronzefoot\n",
      "gimbry\n",
      "draktor the mighty\n",
      "mouse\n",
      "queck ranor\n",
      "gimble òpotsó beren\n",
      "lilli òscrapsó nackle\n",
      "\"tor'maan \"\"the hammer\"\" stonemason\"\n",
      "orla\n",
      "ral krypta\n",
      "rakbar dragonsword\n",
      "mortir fortmain\n",
      "vox forzare\n",
      "thargor fatehammer\n",
      "toruf ironbound\n",
      "thorgan stonejaw\n",
      "spurlock dauger\n",
      "balora hammerfel\n",
      "balgruf forgeheart\n",
      "\"jebeddo \"\"nim\"\" nackle\"\n",
      "\"tartar \"\"the nose\"\" kadar\"\n",
      "xzwynxr'xzy\n",
      "baldrun\n",
      "warbin gimbalsprocket\n",
      "urist mcironbeard\n",
      "modsognir\n",
      "boneeater\n",
      "kilinor\n",
      "belfurst tenthborn\n",
      "toldan garrel\n",
      "torg hammerhand\n",
      "nandle cogwright\n",
      "bislekegar of blanchland\n",
      "keaton\n",
      "kharmund bhardum\n",
      "lizzy evans\n",
      "netty gloomgables\n",
      "birin goldheart\n",
      "aankor stonebreaker\n",
      "alahÿten macbubanatten\n",
      "fenthwick fizzlebang\n",
      "axel trollfilth\n",
      "garth littletree\n",
      "helja balderk\n",
      "gary\n",
      "nyx woodsheart\n",
      "berta amberrock\n",
      "frumin\n",
      "garth shatterstone\n",
      "tybalt eastwander\n",
      "kanze\n",
      "awesome fred\n",
      "dungey\n",
      "skidaddle skidoodle\n",
      "jÿrin\n",
      "doom crow\n",
      "rinry sparksocket\n",
      "sazerac\n",
      "barbara\n",
      "beryl stonebreaker\n",
      "saoirse\n",
      "beolach gilfarthin\n",
      "arden silvervein\n",
      "orryn windwild\n",
      "elby whistlewidget\n",
      "thozzack bonebasher\n",
      "rickety jibblets\n",
      "rusty cold-feet\n",
      "severen\n",
      "maugrym stonehammer\n",
      "yggdar norkver\n",
      "trig zarzuket\n",
      "vondal\n",
      "skaden ambershard\n",
      "dahkstresz\n",
      "oromis ireshot\n",
      "niblik paleiron\n",
      "durak\n",
      "imperiatrix lighthammer\n",
      "mookey highchurch\n",
      "grimfart deathsiege\n",
      "gesalia roven\n",
      "tammulin lodestone\n",
      "kelzad wildfist\n",
      "gavain silvertrench\n",
      "fizzwidget puntyrod\n",
      "krieger bookkeeper\n",
      "audhild swiftaxe\n",
      "rheagar\n",
      "brayan\n",
      "pomazannik hack'em\n",
      "markas battlebeard\n",
      "amber fireforge\n",
      "alcida nackle\n",
      "yoda\n",
      "klim\n",
      "sweetfig whistlewalk\n",
      "bryndia stoneblood\n",
      "zook folkor\n",
      "vrook\n",
      "\"virgil \"\"winkeye\"\" snizzwicket\"\n",
      "grod runeaxe\n",
      "jenna\n",
      "thistleskin\n",
      "silverhand\n",
      "fardor\n",
      "kithri greenleaf\n",
      "kalvrok\n",
      "clay\n",
      "ulfgrim ironhammer\n",
      "cornelius albian renfarst\n",
      "harkum deepdelver\n",
      "ellie joybelle nottinwick sparkella zannilin\n",
      "breccia\n",
      "bolmar oakenshield\n",
      "sharuk\n",
      "mannus orehammer\n",
      "timrick birlan\n",
      "bob with the flaming oil bombs\n",
      "eldon garrick\n",
      "hiram knickerbocker\n",
      "ratling bitsy sprout lil squirt tiny pidge runt pearl kit nyx squirrel aster drip kicsi chatterbox imp peanut mite squeeky\n",
      "feebles\n",
      "gnomercy\n",
      "gnomercy\n",
      "brocc folker\n",
      "\"gremery \"\"grem\"\" garrick\"\n",
      "smoshiborg protosulfureux\n",
      "telchar feytouch\n",
      "gamil illbrew\n",
      "andraste\n",
      "darwinmar lupinmordin trice-fallen\n",
      "nibbles t mcgibbles\n",
      "aqualen therrod\n",
      "winifred fuzzywuzzy widdershins\n",
      "dingus fingus magingus\n",
      "shirkey ironbeard\n",
      "brolgi\n",
      "quartz pile\n",
      "ampstrom retrodazzle\n",
      "bundrum fireforge\n",
      "ršermyr llewellyn ap-festiniog\n",
      "thur bargood\n",
      "loit flamebeard\n",
      "glado jewelsnoop\n",
      "emong\n",
      "gakgruk horngrok\n",
      "agate undermarble\n",
      "bombasticus coot\n",
      "ballion crazlowe\n",
      "pepper\n",
      "lyogd lowmaple\n",
      "rorer lowmaple\n",
      "darryl the conqueror\n",
      "redbeard\n",
      "ponderosa pete\n",
      "esme\n",
      "redbeard radley\n",
      "turbo dwarf\n",
      "esme\n",
      "column\n",
      "wanda winkleton\n",
      "kobemdobari\n",
      "doctor bottlebee\n",
      "rigulf lamduthner\n",
      "troublemaker mithralhall\n",
      "witness stonewarden\n",
      "bigglenuff bolkor\n",
      "ghent\n",
      "orson stumbleduck\n",
      "nissa\n",
      "hans oliver\n",
      "arabella diefendorf\n",
      "harbek stonekraken\n",
      "undl runeskeeker\n",
      "urik fireforge\n",
      "flint flurbo\n",
      "ohmahgerd\n",
      "anders folkor\n",
      "lithor onyxshield\n",
      "shu the magic man\n",
      "magnus maehthic\n",
      "harsk\n",
      "lini\n",
      "balazar\n",
      "shardra geltl\n",
      "delg\n",
      "sklendorfdenargenwalf\n",
      "grindleheim firnbear\n",
      "silas florian\n",
      "mah'rummn nobleheart\n",
      "regana redgrove\n",
      "kevin ironlung\n",
      "whirwind stinkpot\n",
      "dwain ironboots\n",
      "jebeddo ku scheppen\n",
      "mugwort pigsqueak\n",
      "delvar ironfist\n",
      "lord fizzleblip glitterpop\n",
      "cheezroos flamefizzwratchet\n",
      "gravell von-path\n",
      "corylus\n",
      "grip\n",
      "kegbeard\n",
      "bertick\n",
      "zanna ninnywidget\n",
      "\"fergo \"\"fern\"\" ambercrown\"\n",
      "ziraak marazhirn\n",
      "sannl balderk\n",
      "inga blacktooth\n",
      "dundar zincsphincter\n",
      "steve bennett\n",
      "undi\n",
      "rat boy\n",
      "frelja stronginthearm\n",
      "torri belfast\n",
      "karll karllsdottr\n",
      "goat\n",
      "balthazar bilnander boddynock\n",
      "peatrice boddynocks\n",
      "farley stonemug\n",
      "millward c.p.a\n",
      "mythianc\n",
      "hark\n",
      "eemo danknug\n",
      "bongrip danknug\n",
      "drom ironjaw\n",
      "ragnar anvilson\n",
      "zharr darks\n",
      "norim\n",
      "ardrik veit\n",
      "erak toramir\n",
      "som the voice\n",
      "felina flinthollow\n",
      "toona salaat\n",
      "koji\n",
      "huggy\n",
      "kizzy violina\n",
      "thorlin\n",
      "bellwick firebrand\n",
      "shelley abrahms\n",
      "bronn mervis\n",
      "fenthwick fizzlebang\n",
      "molly nole\n",
      "rapscallion\n",
      "krumm dragonhammer\n",
      "jorpip\n",
      "lorranik\n",
      "brode firestone\n",
      "ipapip fasketel\n",
      "tarkas son of tarthas zakurdurak\n",
      "havarthr\n",
      "sigurdr\n",
      "asplundh husqvarne\n",
      "binky smatherspather\n",
      "tana timbers\n",
      "phineas òsqueakyó flickwicker\n",
      "minwax\n",
      "zelguedez\n",
      "nellax\n",
      "xalrik\n",
      "urist mchammer\n",
      "ducky strudel mimsybopp petunia-ann nubbins\n",
      "gladdin albar\n",
      "\"kyle \"\"the yellow dart\"\" smith\"\n",
      "tara woggin\n",
      "gilsprit mullwater\n",
      "torrek bouldergut\n",
      "meg moonwhisper\n",
      "ozrik\n",
      "\"mairrin \"\"lightbringer\"\" stoneheart\"\n",
      "yusas shatterstone\n",
      "kildrake forgehammer\n",
      "bly\n",
      "\"oraen \"\"kindlepalm\"\" fu-finfergel\"\n",
      "haraud\n",
      "thorun torun\n",
      "jillian rockcock\n",
      "clanger alehammer\n",
      "bezoar\n",
      "rhoda ironbrow\n",
      "gretchen stoutheart\n",
      "orrick\n",
      "hans\n",
      "mandalf\n",
      "traycee\n",
      "ragnar\n",
      "gremdal\n",
      "captain blackfist\n",
      "quake thunderbottom\n",
      "dain of edivito (or just danny devito)\n",
      "tyrem\n",
      "carreg killfinger\n",
      "lira truestone\n",
      "kalstar\n",
      "gustšv ironface\n",
      "tommy universe\n",
      "ulgrod\n",
      "captain shortbeard\n",
      "dargomir bhalmur\n",
      "richard longshaft\n",
      "crucibjorn hjornblovver\n",
      "langley elford\n",
      "grembil hammerfist\n",
      "atticus stonesun\n",
      "jasmine\n",
      "bronkev steelfist\n",
      "baba raavan\n",
      "serigus decarly\n",
      "cobb\n",
      "brumbar ironcoq\n",
      "forin stormfist\n",
      "argus fordham\n",
      "roerdin of fireforge\n",
      "tommy universe\n",
      "ulfgar\n",
      "hagg'n steinhammar\n",
      "ordran ironshod\n",
      "arkul rubytooth\n",
      "ragnar fireblood\n",
      "elfrum earthbreaker\n",
      "bjorn lodestone\n",
      "thrakk gunnerson\n",
      "roscoe strongarm\n",
      "alvin ulfsonn\n",
      "rogan hammerdown\n",
      "meleskith hilldelver\n",
      "thordren silverheart\n",
      "glim nim pock\n",
      "capsaicin blunderstab\n",
      "fang\n",
      "beren belten gandypants\n",
      "allan vidok\n",
      "farthicus\n",
      "elliwick\n",
      "glib glab glub\n",
      "jabbara mugnin\n",
      "rajcha the bold\n",
      "gnareth\n",
      "lana garn\n",
      "graceaga shortankard\n",
      "pups doggo\n",
      "gord underfoot\n",
      "ren cloverdowns\n",
      "wrenn\n",
      "gnorgi knellfellow\n",
      "linn merrick\n",
      "dimble daergal\n",
      "\"\"\"old breezer\"\" alvyn\"\n",
      "stanford brandbolt\n",
      "smord myron\n",
      "moss\n",
      "amryyll\n",
      "bingo einie huffmaster bertolt jingo spinnacre\n",
      "talikah\n",
      "volston oathforge\n",
      "mˆiri blue-quartz\n",
      "karjan deadeye\n",
      "fjell steinjord stoneshaper\n",
      "ora\n",
      "rinno\n",
      "gimble gyre\n",
      "ozvolt turncog\n",
      "gabbro eelstooth\n",
      "trakul rubymace\n",
      "allan woods\n",
      "grom\n",
      "rube goldberg\n",
      "riven coin\n",
      "feldspar brannfjell\n",
      "konk\n",
      "berenthos frostmantle\n",
      "mica dross\n",
      "loschwen\n",
      "grimwright\n",
      "breexi\n",
      "ellywick beren\n",
      "francella pallas (aka france)\n",
      "queenslayer\n",
      "torik\n",
      "kurt\n",
      "hral\n",
      "childerbok icenglass\n",
      "tordek frostbeard\n",
      "balthazar brightdale\n",
      "shaggy\n",
      "shepard torak\n",
      "tobias peregrine\n",
      "kallista\n",
      "elijah copperpot\n",
      "brundorff stoutgirth\n",
      "butch deadlift\n",
      "bimpnottin breena bodynock beren\n",
      "\"brynna \"\"jeweltongue\"\" ironbrew\"\n",
      "zanzifer\n",
      "thu'rum quartzheart\n",
      "mella liastacia\n",
      "giblir\n",
      "citrine kegrunner\n",
      "visler\n",
      "corro mossbeard\n",
      "sorcha\n",
      "bindle growly zook papasko eddy donahue dornbill\n",
      "draghard\n",
      "\"burgess brachen \"\"moss\"\" bryophyten\"\n",
      "marok\n",
      "rizka\n",
      "mcjerkin\n",
      "urlfgar\n",
      "muriel hammerhand\n",
      "nissa doublelock filchbatter\n",
      "ladardon fireforge\n",
      "standin n. yergarden\n",
      "caeddo\n",
      "naoise 'zapp' garrick\n",
      "martin penhallow\n",
      "latitude\n",
      "bridget valhelena ingridsdottir\n",
      "klein reinstein\n",
      "griftlok\n",
      "disylgi amacanfel\n",
      "gurdis finknottle\n",
      "tordek strongarm\n",
      "jasco\n",
      "oreo\n",
      "taggin lufah kootoo\n",
      "carlos\n",
      "nixie\n",
      "muspell heavyhand\n",
      "devon highcliff\n",
      "balama\n",
      "eusebio\n",
      "anyanmarellya geveranhomnasdya\n",
      "emadris\n",
      "chomsky\n",
      "bronwin bangmead\n",
      "ardo the astounding\n",
      "iotra taakodukh\n",
      "cookie\n",
      "bjorr molestout\n",
      "primyn nackle\n",
      "jenjen grapfrinkloat\n",
      "kelwin rongim zelnick duna\n",
      "clart\n",
      "elvenar\n",
      "sker êshvalr\n",
      "jaspermunk hildybin bibbertyfimble\n",
      "\"olliechock \"\"ollie\"\" erralfizflin norrfoodleis queenipper iii\"\n",
      "tangaloca\n",
      "torvald\n",
      "rorric vonpel\n",
      "rowanbee catkinglow\n",
      "roscoe p coalchamber\n",
      "\"keezle \"\"arch jester extraordinaire\"\" arcanodyne\"\n",
      "lord francis edward lied timothy cancion lamale ethoic con evelyn rosemarel the iii the second\n",
      "ann\n",
      "balthazar the corpulent\n",
      "breinir\n",
      "ratling bitsy sprout lil squirt tiny pidge runt pearl kit nyx squirrel aster drip kicsi chatterbox imp peanut mite squeeky\n",
      "bob with the flaming oil bombs\n",
      "darryl the conqueror\n",
      "rede diggledorn\n",
      "dandee lyonn\n",
      "missy no-name\n",
      "\"fergo \"\"fern\"\" ambercrown\"\n",
      "peatrice boddynocks\n",
      "millward c.p.a\n",
      "wynnlynn bryx\n"
     ]
    }
   ],
   "source": [
    "for i in data:\n",
    "    if i[1] == 'dwarf':\n",
    "        print(i[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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