midsummer_graph.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import Packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import plotly.offline as py\n",
    "import plotly.graph_objects as go\n",
    "import networkx as nx\n",
    "import re"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Read in File"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "f = open(\"midsummer.txt\", \"r\")\n",
    "whole_text = f.read()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Get Scenes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10\n"
     ]
    }
   ],
   "source": [
    "scenes = whole_text.split('SCENE ')\n",
    "print(len(scenes))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get all character names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Theseus',\n",
       " 'Hippolyta',\n",
       " 'Egeus',\n",
       " 'Hermia',\n",
       " 'Helena',\n",
       " 'Lysander',\n",
       " 'Demetrius',\n",
       " 'Philostrate',\n",
       " 'Quince',\n",
       " 'Snug',\n",
       " 'Bottom',\n",
       " 'Flute',\n",
       " 'Snout',\n",
       " 'Starveling',\n",
       " 'Oberon',\n",
       " 'Titania',\n",
       " 'Puck',\n",
       " 'Goodfellow',\n",
       " 'Peaseblossom',\n",
       " 'Cobweb',\n",
       " 'Moth',\n",
       " 'Mustardseed',\n",
       " 'Pyramus',\n",
       " 'Thisbe',\n",
       " 'Wall',\n",
       " 'Moonshine',\n",
       " 'Lion']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "characters = re.findall('[A-Z]+[,;]',scenes[0])\n",
    "characters = [name.strip(',').strip(';').title() for name in characters]\n",
    "characters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Theseus',\n",
       " 'Hippolyta',\n",
       " 'Egeus',\n",
       " 'Hermia',\n",
       " 'Helena',\n",
       " 'Lysander',\n",
       " 'Demetrius',\n",
       " 'Philostrate',\n",
       " 'Quince',\n",
       " 'Snug',\n",
       " 'Bottom',\n",
       " 'Flute',\n",
       " 'Snout',\n",
       " 'Starveling',\n",
       " 'Oberon',\n",
       " 'Titania',\n",
       " 'Puck',\n",
       " 'Peaseblossom',\n",
       " 'Cobweb',\n",
       " 'Moth',\n",
       " 'Mustardseed',\n",
       " 'Pyramus',\n",
       " 'Thisbe',\n",
       " 'Wall',\n",
       " 'Moonshine',\n",
       " 'Lion',\n",
       " 'Fairies',\n",
       " 'Attendants']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "characters.remove('Goodfellow') # Puck = Goodfellow\n",
    "characters.append('Fairies')\n",
    "characters.append('Attendants')\n",
    "characters"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Make empty appearances"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from process import get_empty_appearances"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "appearances = get_empty_appearances(characters)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Examine Scenes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "﻿\n",
      "Project Gutenberg’s A Midsummer Night’s Dream, by William Shakespeare\n",
      "\n",
      "This eBook is for the use of anyone anywhere in the United States and\n",
      "most other parts of the world at no cost and with almost no restrictions\n",
      "whatsoever.  You may copy it, give it away or re-use it under the terms\n",
      "of the Project Gutenberg License included with this eBook or online at\n",
      "www.gutenberg.org.  If you are not located in the United States, you’ll\n",
      "have to check the laws of the country where you are located before using\n",
      "this ebook.\n",
      "\n",
      "\n",
      "\n",
      "Title: A Midsummer Night’s Dream\n",
      "\n",
      "Author: William Shakespeare\n",
      "\n",
      "Release Date: November, 1998 [Etext #1514]\n",
      "Last Updated: February 14, 2019\n",
      "\n",
      "Language: English\n",
      "\n",
      "Character set encoding: UTF-8\n",
      "\n",
      "*** START OF THIS PROJECT GUTENBERG EBOOK A MIDSUMMER NIGHT’S DREAM ***\n",
      "\n",
      "\n",
      "\n",
      "This etext was prepared by the PG Shakespeare Team,\n",
      "a team of about twenty Project Gutenberg volunteers.\n",
      "HTML version prepared by Joseph E. Loewenstein, M.D.\n",
      "\n",
      "\n",
      "\n",
      "cover \n",
      "\n",
      "\n",
      "\n",
      "A MIDSUMMER NIGHT’S DREAM\n",
      "\n",
      "\n",
      "\n",
      "by William Shakespeare\n",
      "\n",
      "\n",
      "\n",
      "Contents\n",
      "\n",
      "\n",
      "\n",
      "ACT I\n",
      "Scene I.\n",
      "Athens. A room in the Palace of Theseus\n",
      "Scene II.\n",
      "The Same. A Room in a Cottage\n",
      "\n",
      "ACT II\n",
      "Scene I.\n",
      "A wood near Athens\n",
      "Scene II.\n",
      "Another part of the wood\n",
      "\n",
      "ACT III\n",
      "Scene I.\n",
      "The Wood.\n",
      "Scene II.\n",
      "Another part of the wood\n",
      "\n",
      "ACT IV\n",
      "Scene I.\n",
      "The Wood\n",
      "Scene II.\n",
      "Athens. A Room in Quince’s House\n",
      "\n",
      "ACT V\n",
      "Scene I.\n",
      "Athens. An Apartment in the Palace of Theseus\n",
      "\n",
      "\n",
      "\n",
      "Dramatis Personæ\n",
      "\n",
      "THESEUS, Duke of Athens\n",
      "HIPPOLYTA, Queen of the Amazons, bethrothed to Theseus\n",
      "EGEUS, Father to Hermia\n",
      "HERMIA, daughter to Egeus, in love with Lysander\n",
      "HELENA, in love with Demetrius\n",
      "LYSANDER, in love with Hermia\n",
      "DEMETRIUS, in love with Hermia\n",
      "PHILOSTRATE, Master of the Revels to Theseus\n",
      "\n",
      "QUINCE, the Carpenter\n",
      "SNUG, the Joiner\n",
      "BOTTOM, the Weaver\n",
      "FLUTE, the Bellows-mender\n",
      "SNOUT, the Tinker\n",
      "STARVELING, the Tailor\n",
      "\n",
      "OBERON, King of the Fairies\n",
      "TITANIA, Queen of the Fairies\n",
      "PUCK, or ROBIN GOODFELLOW, a Fairy\n",
      "PEASEBLOSSOM, Fairy\n",
      "COBWEB, Fairy\n",
      "MOTH, Fairy\n",
      "MUSTARDSEED, Fairy\n",
      "\n",
      "PYRAMUS, THISBE, WALL, MOONSHINE, LION; Characters in the Interlude\n",
      "performed by the Clowns\n",
      "\n",
      "Other Fairies attending their King and Queen\n",
      "Attendants on Theseus and Hippolyta\n",
      "\n",
      "SCENE: Athens, and a wood not far from it\n",
      "\n",
      "\n",
      "\n",
      "ACT I\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(scenes[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I. Athens. An Apartment in the Palace of Theseus\n",
      "\n",
      " Enter Theseus, Hippolyta, Philostrate, Lords and Attendants.\n",
      "\n",
      "HIPPOLYTA.\n",
      "’Tis strange, my Theseus, that these lovers speak of.\n",
      "\n",
      "THESEUS.\n",
      "More strange than true. I never may believe\n",
      "These antique fables, nor these fairy toys.\n",
      "Lovers and madmen have such seething brains,\n",
      "Such shaping fantasies, that apprehend\n",
      "More than cool reason ever comprehends.\n",
      "The lunatic, the lover, and the poet\n",
      "Are of imagination all compact:\n",
      "One sees more devils than vast hell can hold;\n",
      "That is the madman: the lover, all as frantic,\n",
      "Sees Helen’s beauty in a brow of Egypt:\n",
      "The poet’s eye, in a fine frenzy rolling,\n",
      "Doth glance from heaven to earth, from earth to heaven;\n",
      "And as imagination bodies forth\n",
      "The forms of things unknown, the poet’s pen\n",
      "Turns them to shapes, and gives to airy nothing\n",
      "A local habitation and a name.\n",
      "Such tricks hath strong imagination,\n",
      "That if it would but apprehend some joy,\n",
      "It comprehends some bringer of that joy.\n",
      "Or in the night, imagining some fear,\n",
      "How easy is a bush supposed a bear?\n",
      "\n",
      "HIPPOLYTA.\n",
      "But all the story of the night told over,\n",
      "And all their minds transfigur’d so together,\n",
      "More witnesseth than fancy’s images,\n",
      "And grows to something of great constancy;\n",
      "But, howsoever, strange and admirable.\n",
      "\n",
      " Enter lovers: Lysander, Demetrius, Hermia and Helena.\n",
      "\n",
      "THESEUS.\n",
      "Here come the lovers, full of joy and mirth.\n",
      "Joy, gentle friends, joy and fresh days of love\n",
      "Accompany your hearts!\n",
      "\n",
      "LYSANDER.\n",
      "More than to us\n",
      "Wait in your royal walks, your board, your bed!\n",
      "\n",
      "THESEUS.\n",
      "Come now; what masques, what dances shall we have,\n",
      "To wear away this long age of three hours\n",
      "Between our after-supper and bed-time?\n",
      "Where is our usual manager of mirth?\n",
      "What revels are in hand? Is there no play\n",
      "To ease the anguish of a torturing hour?\n",
      "Call Philostrate.\n",
      "\n",
      "PHILOSTRATE.\n",
      "Here, mighty Theseus.\n",
      "\n",
      "THESEUS.\n",
      "Say, what abridgment have you for this evening?\n",
      "What masque? What music? How shall we beguile\n",
      "The lazy time, if not with some delight?\n",
      "\n",
      "PHILOSTRATE.\n",
      "There is a brief how many sports are ripe.\n",
      "Make choice of which your Highness will see first.\n",
      "\n",
      " [_Giving a paper._]\n",
      "\n",
      "THESEUS.\n",
      "[_Reads_] ‘The battle with the Centaurs, to be sung\n",
      "By an Athenian eunuch to the harp.’\n",
      "We’ll none of that. That have I told my love\n",
      "In glory of my kinsman Hercules.\n",
      "‘The riot of the tipsy Bacchanals,\n",
      "Tearing the Thracian singer in their rage?’\n",
      "That is an old device, and it was play’d\n",
      "When I from Thebes came last a conqueror.\n",
      "‘The thrice three Muses mourning for the death\n",
      "Of learning, late deceas’d in beggary.’\n",
      "That is some satire, keen and critical,\n",
      "Not sorting with a nuptial ceremony.\n",
      "‘A tedious brief scene of young Pyramus\n",
      "And his love Thisbe; very tragical mirth.’\n",
      "Merry and tragical? Tedious and brief?\n",
      "That is hot ice and wondrous strange snow.\n",
      "How shall we find the concord of this discord?\n",
      "\n",
      "PHILOSTRATE.\n",
      "A play there is, my lord, some ten words long,\n",
      "Which is as brief as I have known a play;\n",
      "But by ten words, my lord, it is too long,\n",
      "Which makes it tedious. For in all the play\n",
      "There is not one word apt, one player fitted.\n",
      "And tragical, my noble lord, it is.\n",
      "For Pyramus therein doth kill himself,\n",
      "Which, when I saw rehears’d, I must confess,\n",
      "Made mine eyes water; but more merry tears\n",
      "The passion of loud laughter never shed.\n",
      "\n",
      "THESEUS.\n",
      "What are they that do play it?\n",
      "\n",
      "PHILOSTRATE.\n",
      "Hard-handed men that work in Athens here,\n",
      "Which never labour’d in their minds till now;\n",
      "And now have toil’d their unbreath’d memories\n",
      "With this same play against your nuptial.\n",
      "\n",
      "THESEUS.\n",
      "And we will hear it.\n",
      "\n",
      "PHILOSTRATE.\n",
      "No, my noble lord,\n",
      "It is not for you: I have heard it over,\n",
      "And it is nothing, nothing in the world;\n",
      "Unless you can find sport in their intents,\n",
      "Extremely stretch’d and conn’d with cruel pain\n",
      "To do you service.\n",
      "\n",
      "THESEUS.\n",
      "I will hear that play;\n",
      "For never anything can be amiss\n",
      "When simpleness and duty tender it.\n",
      "Go, bring them in: and take your places, ladies.\n",
      "\n",
      " [_Exit Philostrate._]\n",
      "\n",
      "HIPPOLYTA.\n",
      "I love not to see wretchedness o’ercharged,\n",
      "And duty in his service perishing.\n",
      "\n",
      "THESEUS.\n",
      "Why, gentle sweet, you shall see no such thing.\n",
      "\n",
      "HIPPOLYTA.\n",
      "He says they can do nothing in this kind.\n",
      "\n",
      "THESEUS.\n",
      "The kinder we, to give them thanks for nothing.\n",
      "Our sport shall be to take what they mistake:\n",
      "And what poor duty cannot do, noble respect\n",
      "Takes it in might, not merit.\n",
      "Where I have come, great clerks have purposed\n",
      "To greet me with premeditated welcomes;\n",
      "Where I have seen them shiver and look pale,\n",
      "Make periods in the midst of sentences,\n",
      "Throttle their practis’d accent in their fears,\n",
      "And, in conclusion, dumbly have broke off,\n",
      "Not paying me a welcome. Trust me, sweet,\n",
      "Out of this silence yet I pick’d a welcome;\n",
      "And in the modesty of fearful duty\n",
      "I read as much as from the rattling tongue\n",
      "Of saucy and audacious eloquence.\n",
      "Love, therefore, and tongue-tied simplicity\n",
      "In least speak most to my capacity.\n",
      "\n",
      " Enter Philostrate.\n",
      "\n",
      "PHILOSTRATE.\n",
      "So please your grace, the Prologue is address’d.\n",
      "\n",
      "THESEUS.\n",
      "Let him approach.\n",
      "\n",
      " Flourish of trumpets. Enter the Prologue.\n",
      "\n",
      "PROLOGUE\n",
      "If we offend, it is with our good will.\n",
      "That you should think, we come not to offend,\n",
      "But with good will.  To show our simple skill,\n",
      "That is the true beginning of our end.\n",
      "Consider then, we come but in despite.\n",
      "We do not come, as minding to content you,\n",
      "Our true intent is.  All for your delight\n",
      "We are not here.  That you should here repent you,\n",
      "The actors are at hand, and, by their show,\n",
      "You shall know all that you are like to know.\n",
      "\n",
      "THESEUS.\n",
      "This fellow doth not stand upon points.\n",
      "\n",
      "LYSANDER.\n",
      "He hath rid his prologue like a rough colt; he knows not the stop. A\n",
      "good moral, my lord: it is not enough to speak, but to speak true.\n",
      "\n",
      "HIPPOLYTA.\n",
      "Indeed he hath played on this prologue like a child on a recorder; a\n",
      "sound, but not in government.\n",
      "\n",
      "THESEUS.\n",
      "His speech was like a tangled chain; nothing impaired, but all\n",
      "disordered. Who is next?\n",
      "\n",
      " Enter Pyramus and Thisbe, Wall, Moonshine and Lion as in dumb show.\n",
      "\n",
      "PROLOGUE\n",
      "Gentles, perchance you wonder at this show;\n",
      "But wonder on, till truth make all things plain.\n",
      "This man is Pyramus, if you would know;\n",
      "This beauteous lady Thisbe is certain.\n",
      "This man, with lime and rough-cast, doth present\n",
      "Wall, that vile wall which did these lovers sunder;\n",
      "And through Wall’s chink, poor souls, they are content\n",
      "To whisper, at the which let no man wonder.\n",
      "This man, with lanthern, dog, and bush of thorn,\n",
      "Presenteth Moonshine, for, if you will know,\n",
      "By moonshine did these lovers think no scorn\n",
      "To meet at Ninus’ tomb, there, there to woo.\n",
      "This grisly beast (which Lion hight by name)\n",
      "The trusty Thisbe, coming first by night,\n",
      "Did scare away, or rather did affright;\n",
      "And as she fled, her mantle she did fall;\n",
      "Which Lion vile with bloody mouth did stain.\n",
      "Anon comes Pyramus, sweet youth, and tall,\n",
      "And finds his trusty Thisbe’s mantle slain;\n",
      "Whereat with blade, with bloody blameful blade,\n",
      "He bravely broach’d his boiling bloody breast;\n",
      "And Thisbe, tarrying in mulberry shade,\n",
      "His dagger drew, and died. For all the rest,\n",
      "Let Lion, Moonshine, Wall, and lovers twain,\n",
      "At large discourse while here they do remain.\n",
      "\n",
      " [_Exeunt Prologue, Pyramus, Thisbe, Lion and Moonshine._]\n",
      "\n",
      "THESEUS.\n",
      "I wonder if the lion be to speak.\n",
      "\n",
      "DEMETRIUS.\n",
      "No wonder, my lord. One lion may, when many asses do.\n",
      "\n",
      "WALL.\n",
      "In this same interlude it doth befall\n",
      "That I, one Snout by name, present a wall:\n",
      "And such a wall as I would have you think\n",
      "That had in it a crannied hole or chink,\n",
      "Through which the lovers, Pyramus and Thisbe,\n",
      "Did whisper often very secretly.\n",
      "This loam, this rough-cast, and this stone, doth show\n",
      "That I am that same wall; the truth is so:\n",
      "And this the cranny is, right and sinister,\n",
      "Through which the fearful lovers are to whisper.\n",
      "\n",
      "THESEUS.\n",
      "Would you desire lime and hair to speak better?\n",
      "\n",
      "DEMETRIUS.\n",
      "It is the wittiest partition that ever I heard discourse, my lord.\n",
      "\n",
      "THESEUS.\n",
      "Pyramus draws near the wall; silence.\n",
      "\n",
      " Enter Pyramus.\n",
      "\n",
      "PYRAMUS.\n",
      "O grim-look’d night! O night with hue so black!\n",
      "O night, which ever art when day is not!\n",
      "O night, O night, alack, alack, alack,\n",
      "I fear my Thisbe’s promise is forgot!\n",
      "And thou, O wall, O sweet, O lovely wall,\n",
      "That stand’st between her father’s ground and mine;\n",
      "Thou wall, O wall, O sweet and lovely wall,\n",
      "Show me thy chink, to blink through with mine eyne.\n",
      "\n",
      " [_Wall holds up his fingers._]\n",
      "\n",
      "Thanks, courteous wall: Jove shield thee well for this!\n",
      "But what see I? No Thisbe do I see.\n",
      "O wicked wall, through whom I see no bliss,\n",
      "Curs’d be thy stones for thus deceiving me!\n",
      "\n",
      "THESEUS.\n",
      "The wall, methinks, being sensible, should curse again.\n",
      "\n",
      "PYRAMUS.\n",
      "No, in truth, sir, he should not. ‘Deceiving me’ is Thisbe’s cue: she\n",
      "is to enter now, and I am to spy her through the wall. You shall see it\n",
      "will fall pat as I told you. Yonder she comes.\n",
      "\n",
      " Enter Thisbe.\n",
      "\n",
      "THISBE.\n",
      "O wall, full often hast thou heard my moans,\n",
      "For parting my fair Pyramus and me.\n",
      "My cherry lips have often kiss’d thy stones,\n",
      "Thy stones with lime and hair knit up in thee.\n",
      "\n",
      "PYRAMUS.\n",
      "I see a voice; now will I to the chink,\n",
      "To spy an I can hear my Thisbe’s face.\n",
      "Thisbe?\n",
      "\n",
      "THISBE.\n",
      "My love thou art, my love I think.\n",
      "\n",
      "PYRAMUS.\n",
      "Think what thou wilt, I am thy lover’s grace;\n",
      "And like Limander am I trusty still.\n",
      "\n",
      "THISBE.\n",
      "And I like Helen, till the fates me kill.\n",
      "\n",
      "PYRAMUS.\n",
      "Not Shafalus to Procrus was so true.\n",
      "\n",
      "THISBE.\n",
      "As Shafalus to Procrus, I to you.\n",
      "\n",
      "PYRAMUS.\n",
      "O kiss me through the hole of this vile wall.\n",
      "\n",
      "THISBE.\n",
      "I kiss the wall’s hole, not your lips at all.\n",
      "\n",
      "PYRAMUS.\n",
      "Wilt thou at Ninny’s tomb meet me straightway?\n",
      "\n",
      "THISBE.\n",
      "’Tide life, ’tide death, I come without delay.\n",
      "\n",
      "WALL.\n",
      "Thus have I, Wall, my part discharged so;\n",
      "And, being done, thus Wall away doth go.\n",
      "\n",
      " [_Exeunt Wall, Pyramus and Thisbe._]\n",
      "\n",
      "THESEUS.\n",
      "Now is the mural down between the two neighbours.\n",
      "\n",
      "DEMETRIUS.\n",
      "No remedy, my lord, when walls are so wilful to hear without warning.\n",
      "\n",
      "HIPPOLYTA.\n",
      "This is the silliest stuff that ever I heard.\n",
      "\n",
      "THESEUS.\n",
      "The best in this kind are but shadows; and the worst are no worse, if\n",
      "imagination amend them.\n",
      "\n",
      "HIPPOLYTA.\n",
      "It must be your imagination then, and not theirs.\n",
      "\n",
      "THESEUS.\n",
      "If we imagine no worse of them than they of themselves, they may pass\n",
      "for excellent men. Here come two noble beasts in, a man and a lion.\n",
      "\n",
      " Enter Lion and Moonshine.\n",
      "\n",
      "LION.\n",
      "You, ladies, you, whose gentle hearts do fear\n",
      "The smallest monstrous mouse that creeps on floor,\n",
      "May now, perchance, both quake and tremble here,\n",
      "When lion rough in wildest rage doth roar.\n",
      "Then know that I, one Snug the joiner, am\n",
      "A lion fell, nor else no lion’s dam;\n",
      "For if I should as lion come in strife\n",
      "Into this place, ’twere pity on my life.\n",
      "\n",
      "THESEUS.\n",
      "A very gentle beast, and of a good conscience.\n",
      "\n",
      "DEMETRIUS.\n",
      "The very best at a beast, my lord, that e’er I saw.\n",
      "\n",
      "LYSANDER.\n",
      "This lion is a very fox for his valour.\n",
      "\n",
      "THESEUS.\n",
      "True; and a goose for his discretion.\n",
      "\n",
      "DEMETRIUS.\n",
      "Not so, my lord, for his valour cannot carry his discretion, and the\n",
      "fox carries the goose.\n",
      "\n",
      "THESEUS.\n",
      "His discretion, I am sure, cannot carry his valour; for the goose\n",
      "carries not the fox. It is well; leave it to his discretion, and let us\n",
      "listen to the moon.\n",
      "\n",
      "MOONSHINE.\n",
      "This lanthorn doth the hornèd moon present.\n",
      "\n",
      "DEMETRIUS.\n",
      "He should have worn the horns on his head.\n",
      "\n",
      "THESEUS.\n",
      "He is no crescent, and his horns are invisible within the\n",
      "circumference.\n",
      "\n",
      "MOONSHINE.\n",
      "This lanthorn doth the hornèd moon present;\n",
      "Myself the man i’ the moon do seem to be.\n",
      "\n",
      "THESEUS.\n",
      "This is the greatest error of all the rest; the man should be put into\n",
      "the lantern. How is it else the man i’ the moon?\n",
      "\n",
      "DEMETRIUS.\n",
      "He dares not come there for the candle, for you see, it is already in\n",
      "snuff.\n",
      "\n",
      "HIPPOLYTA.\n",
      "I am aweary of this moon. Would he would change!\n",
      "\n",
      "THESEUS.\n",
      "It appears by his small light of discretion that he is in the wane; but\n",
      "yet, in courtesy, in all reason, we must stay the time.\n",
      "\n",
      "LYSANDER.\n",
      "Proceed, Moon.\n",
      "\n",
      "MOON\n",
      "All that I have to say, is to tell you that the lantern is the moon; I\n",
      "the man i’ the moon; this thorn-bush my thorn-bush; and this dog my\n",
      "dog.\n",
      "\n",
      "DEMETRIUS.\n",
      "Why, all these should be in the lantern, for all these are in the moon.\n",
      "But silence; here comes Thisbe.\n",
      "\n",
      " Enter Thisbe.\n",
      "\n",
      "THISBE.\n",
      "This is old Ninny’s tomb. Where is my love?\n",
      "\n",
      "LION.\n",
      "Oh!\n",
      "\n",
      " [_The Lion roars, Thisbe runs off._]\n",
      "\n",
      "DEMETRIUS.\n",
      "Well roared, Lion.\n",
      "\n",
      "THESEUS.\n",
      "Well run, Thisbe.\n",
      "\n",
      "HIPPOLYTA.\n",
      "Well shone, Moon. Truly, the moon shines with a good grace.\n",
      "\n",
      " [_The Lion tears Thisbe’s mantle, and exit._]\n",
      "\n",
      "THESEUS.\n",
      "Well moused, Lion.\n",
      "\n",
      "DEMETRIUS.\n",
      "And then came Pyramus.\n",
      "\n",
      "LYSANDER.\n",
      "And so the lion vanished.\n",
      "\n",
      " Enter Pyramus.\n",
      "\n",
      "PYRAMUS.\n",
      "Sweet Moon, I thank thee for thy sunny beams;\n",
      "I thank thee, Moon, for shining now so bright;\n",
      "For, by thy gracious golden, glittering gleams,\n",
      "I trust to take of truest Thisbe sight.\n",
      "             But stay! O spite!\n",
      "             But mark, poor knight,\n",
      "         What dreadful dole is here!\n",
      "             Eyes, do you see?\n",
      "             How can it be?\n",
      "         O dainty duck! O dear!\n",
      "             Thy mantle good,\n",
      "             What, stained with blood?\n",
      "         Approach, ye Furies fell!\n",
      "             O Fates, come, come;\n",
      "             Cut thread and thrum;\n",
      "         Quail, rush, conclude, and quell!\n",
      "\n",
      "THESEUS.\n",
      "This passion, and the death of a dear friend, would go near to make a\n",
      "man look sad.\n",
      "\n",
      "HIPPOLYTA.\n",
      "Beshrew my heart, but I pity the man.\n",
      "\n",
      "PYRAMUS.\n",
      "O wherefore, Nature, didst thou lions frame,\n",
      "Since lion vile hath here deflower’d my dear?\n",
      "Which is—no, no—which was the fairest dame\n",
      "That liv’d, that lov’d, that lik’d, that look’d with cheer.\n",
      "             Come, tears, confound!\n",
      "             Out, sword, and wound\n",
      "         The pap of Pyramus;\n",
      "             Ay, that left pap,\n",
      "             Where heart doth hop:\n",
      "         Thus die I, thus, thus, thus.\n",
      "             Now am I dead,\n",
      "             Now am I fled;\n",
      "         My soul is in the sky.\n",
      "             Tongue, lose thy light!\n",
      "             Moon, take thy flight!\n",
      "         Now die, die, die, die, die.\n",
      "\n",
      " [_Dies. Exit Moonshine._]\n",
      "\n",
      "DEMETRIUS.\n",
      "No die, but an ace, for him; for he is but one.\n",
      "\n",
      "LYSANDER.\n",
      "Less than an ace, man; for he is dead, he is nothing.\n",
      "\n",
      "THESEUS.\n",
      "With the help of a surgeon he might yet recover and prove an ass.\n",
      "\n",
      "HIPPOLYTA.\n",
      "How chance Moonshine is gone before Thisbe comes back and finds her\n",
      "lover?\n",
      "\n",
      "\n",
      "THESEUS.\n",
      "She will find him by starlight.\n",
      "\n",
      " Enter Thisbe.\n",
      "\n",
      "Here she comes, and her passion ends the play.\n",
      "\n",
      "HIPPOLYTA.\n",
      "Methinks she should not use a long one for such a Pyramus. I hope she\n",
      "will be brief.\n",
      "\n",
      "DEMETRIUS.\n",
      "A mote will turn the balance, which Pyramus, which Thisbe, is the\n",
      "better: he for a man, God warrant us; she for a woman, God bless us!\n",
      "\n",
      "LYSANDER.\n",
      "She hath spied him already with those sweet eyes.\n",
      "\n",
      "DEMETRIUS.\n",
      "And thus she means, _videlicet_—\n",
      "\n",
      "THISBE.\n",
      "             Asleep, my love?\n",
      "             What, dead, my dove?\n",
      "         O Pyramus, arise,\n",
      "             Speak, speak. Quite dumb?\n",
      "             Dead, dead? A tomb\n",
      "         Must cover thy sweet eyes.\n",
      "             These lily lips,\n",
      "             This cherry nose,\n",
      "         These yellow cowslip cheeks,\n",
      "             Are gone, are gone!\n",
      "             Lovers, make moan;\n",
      "         His eyes were green as leeks.\n",
      "             O Sisters Three,\n",
      "             Come, come to me,\n",
      "         With hands as pale as milk;\n",
      "             Lay them in gore,\n",
      "             Since you have shore\n",
      "         With shears his thread of silk.\n",
      "             Tongue, not a word:\n",
      "             Come, trusty sword,\n",
      "         Come, blade, my breast imbrue;\n",
      "             And farewell, friends.\n",
      "             Thus Thisbe ends.\n",
      "         Adieu, adieu, adieu.\n",
      "\n",
      " [_Dies._]\n",
      "\n",
      "THESEUS.\n",
      "Moonshine and Lion are left to bury the dead.\n",
      "\n",
      "DEMETRIUS.\n",
      "Ay, and Wall too.\n",
      "\n",
      "BOTTOM.\n",
      "No, I assure you; the wall is down that parted their fathers. Will it\n",
      "please you to see the epilogue, or to hear a Bergomask dance between\n",
      "two of our company?\n",
      "\n",
      "THESEUS.\n",
      "No epilogue, I pray you; for your play needs no excuse. Never excuse;\n",
      "for when the players are all dead there need none to be blamed. Marry,\n",
      "if he that writ it had played Pyramus, and hanged himself in Thisbe’s\n",
      "garter, it would have been a fine tragedy; and so it is, truly; and\n",
      "very notably discharged. But come, your Bergomask; let your epilogue\n",
      "alone.\n",
      "\n",
      " [_Here a dance of Clowns._]\n",
      "\n",
      "The iron tongue of midnight hath told twelve.\n",
      "Lovers, to bed; ’tis almost fairy time.\n",
      "I fear we shall outsleep the coming morn\n",
      "As much as we this night have overwatch’d.\n",
      "This palpable-gross play hath well beguil’d\n",
      "The heavy gait of night. Sweet friends, to bed.\n",
      "A fortnight hold we this solemnity\n",
      "In nightly revels and new jollity.\n",
      "\n",
      " [_Exeunt._]\n",
      "\n",
      " Enter Puck.\n",
      "\n",
      "PUCK.\n",
      "   Now the hungry lion roars,\n",
      "      And the wolf behowls the moon;\n",
      "   Whilst the heavy ploughman snores,\n",
      "      All with weary task fordone.\n",
      "   Now the wasted brands do glow,\n",
      "      Whilst the screech-owl, screeching loud,\n",
      "   Puts the wretch that lies in woe\n",
      "      In remembrance of a shroud.\n",
      "   Now it is the time of night\n",
      "      That the graves, all gaping wide,\n",
      "   Every one lets forth his sprite,\n",
      "      In the church-way paths to glide.\n",
      "   And we fairies, that do run\n",
      "      By the triple Hecate’s team\n",
      "   From the presence of the sun,\n",
      "      Following darkness like a dream,\n",
      "   Now are frolic; not a mouse\n",
      "      Shall disturb this hallow’d house.\n",
      "   I am sent with broom before,\n",
      "      To sweep the dust behind the door.\n",
      "\n",
      " Enter Oberon and Titania with their Train.\n",
      "\n",
      "OBERON.\n",
      "   Through the house give glimmering light,\n",
      "        By the dead and drowsy fire.\n",
      "   Every elf and fairy sprite\n",
      "        Hop as light as bird from brier,\n",
      "   And this ditty after me,\n",
      "   Sing and dance it trippingly.\n",
      "\n",
      "TITANIA.\n",
      "   First rehearse your song by rote,\n",
      "        To each word a warbling note;\n",
      "   Hand in hand, with fairy grace,\n",
      "   Will we sing, and bless this place.\n",
      "\n",
      " [_Song and Dance._]\n",
      "\n",
      "OBERON.\n",
      "   Now, until the break of day,\n",
      "   Through this house each fairy stray.\n",
      "   To the best bride-bed will we,\n",
      "   Which by us shall blessèd be;\n",
      "   And the issue there create\n",
      "   Ever shall be fortunate.\n",
      "   So shall all the couples three\n",
      "   Ever true in loving be;\n",
      "   And the blots of Nature’s hand\n",
      "   Shall not in their issue stand:\n",
      "   Never mole, hare-lip, nor scar,\n",
      "   Nor mark prodigious, such as are\n",
      "   Despised in nativity,\n",
      "   Shall upon their children be.\n",
      "   With this field-dew consecrate,\n",
      "   Every fairy take his gait,\n",
      "   And each several chamber bless,\n",
      "   Through this palace, with sweet peace;\n",
      "   And the owner of it blest.\n",
      "   Ever shall it in safety rest,\n",
      "   Trip away. Make no stay;\n",
      "   Meet me all by break of day.\n",
      "\n",
      " [_Exeunt Oberon, Titania and Train._]\n",
      "\n",
      "PUCK.\n",
      "   If we shadows have offended,\n",
      "   Think but this, and all is mended,\n",
      "   That you have but slumber’d here\n",
      "   While these visions did appear.\n",
      "   And this weak and idle theme,\n",
      "   No more yielding but a dream,\n",
      "   Gentles, do not reprehend.\n",
      "   If you pardon, we will mend.\n",
      "   And, as I am an honest Puck,\n",
      "   If we have unearnèd luck\n",
      "   Now to ’scape the serpent’s tongue,\n",
      "   We will make amends ere long;\n",
      "   Else the Puck a liar call.\n",
      "   So, good night unto you all.\n",
      "   Give me your hands, if we be friends,\n",
      "   And Robin shall restore amends.\n",
      "\n",
      " [_Exit._]\n",
      "\n",
      "\n",
      "\n",
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     "text": [
      "I. Athens. An Apartment in the Palace of Theseus\n",
      "\n",
      " Enter Theseus, Hippolyta, Philostrate, Lords and Attendants.\n",
      "\n",
      "HIPPOLYTA.\n",
      "’Tis strange, my Theseus, that these lovers speak of.\n",
      "\n",
      "THESEUS.\n",
      "More strange than true. I never may believe\n",
      "These antique fables, nor these fairy toys.\n",
      "Lovers and madmen have such seething brains,\n",
      "Such shaping fantasies, that apprehend\n",
      "More than cool reason ever comprehends.\n",
      "The lunatic, the lover, and the poet\n",
      "Are of imagination all compact:\n",
      "One sees more devils than vast hell can hold;\n",
      "That is the madman: the lover, all as frantic,\n",
      "Sees Helen’s beauty in a brow of Egypt:\n",
      "The poet’s eye, in a fine frenzy rolling,\n",
      "Doth glance from heaven to earth, from earth to heaven;\n",
      "And as imagination bodies forth\n",
      "The forms of things unknown, the poet’s pen\n",
      "Turns them to shapes, and gives to airy nothing\n",
      "A local habitation and a name.\n",
      "Such tricks hath strong imagination,\n",
      "That if it would but apprehend some joy,\n",
      "It comprehends some bringer of that joy.\n",
      "Or in the night, imagining some fear,\n",
      "How easy is a bush supposed a bear?\n",
      "\n",
      "HIPPOLYTA.\n",
      "But all the story of the night told over,\n",
      "And all their minds transfigur’d so together,\n",
      "More witnesseth than fancy’s images,\n",
      "And grows to something of great constancy;\n",
      "But, howsoever, strange and admirable.\n",
      "\n",
      " Enter lovers: Lysander, Demetrius, Hermia and Helena.\n",
      "\n",
      "THESEUS.\n",
      "Here come the lovers, full of joy and mirth.\n",
      "Joy, gentle friends, joy and fresh days of love\n",
      "Accompany your hearts!\n",
      "\n",
      "LYSANDER.\n",
      "More than to us\n",
      "Wait in your royal walks, your board, your bed!\n",
      "\n",
      "THESEUS.\n",
      "Come now; what masques, what dances shall we have,\n",
      "To wear away this long age of three hours\n",
      "Between our after-supper and bed-time?\n",
      "Where is our usual manager of mirth?\n",
      "What revels are in hand? Is there no play\n",
      "To ease the anguish of a torturing hour?\n",
      "Call Philostrate.\n",
      "\n",
      "PHILOSTRATE.\n",
      "Here, mighty Theseus.\n",
      "\n",
      "THESEUS.\n",
      "Say, what abridgment have you for this evening?\n",
      "What masque? What music? How shall we beguile\n",
      "The lazy time, if not with some delight?\n",
      "\n",
      "PHILOSTRATE.\n",
      "There is a brief how many sports are ripe.\n",
      "Make choice of which your Highness will see first.\n",
      "\n",
      " [_Giving a paper._]\n",
      "\n",
      "THESEUS.\n",
      "[_Reads_] ‘The battle with the Centaurs, to be sung\n",
      "By an Athenian eunuch to the harp.’\n",
      "We’ll none of that. That have I told my love\n",
      "In glory of my kinsman Hercules.\n",
      "‘The riot of the tipsy Bacchanals,\n",
      "Tearing the Thracian singer in their rage?’\n",
      "That is an old device, and it was play’d\n",
      "When I from Thebes came last a conqueror.\n",
      "‘The thrice three Muses mourning for the death\n",
      "Of learning, late deceas’d in beggary.’\n",
      "That is some satire, keen and critical,\n",
      "Not sorting with a nuptial ceremony.\n",
      "‘A tedious brief scene of young Pyramus\n",
      "And his love Thisbe; very tragical mirth.’\n",
      "Merry and tragical? Tedious and brief?\n",
      "That is hot ice and wondrous strange snow.\n",
      "How shall we find the concord of this discord?\n",
      "\n",
      "PHILOSTRATE.\n",
      "A play there is, my lord, some ten words long,\n",
      "Which is as brief as I have known a play;\n",
      "But by ten words, my lord, it is too long,\n",
      "Which makes it tedious. For in all the play\n",
      "There is not one word apt, one player fitted.\n",
      "And tragical, my noble lord, it is.\n",
      "For Pyramus therein doth kill himself,\n",
      "Which, when I saw rehears’d, I must confess,\n",
      "Made mine eyes water; but more merry tears\n",
      "The passion of loud laughter never shed.\n",
      "\n",
      "THESEUS.\n",
      "What are they that do play it?\n",
      "\n",
      "PHILOSTRATE.\n",
      "Hard-handed men that work in Athens here,\n",
      "Which never labour’d in their minds till now;\n",
      "And now have toil’d their unbreath’d memories\n",
      "With this same play against your nuptial.\n",
      "\n",
      "THESEUS.\n",
      "And we will hear it.\n",
      "\n",
      "PHILOSTRATE.\n",
      "No, my noble lord,\n",
      "It is not for you: I have heard it over,\n",
      "And it is nothing, nothing in the world;\n",
      "Unless you can find sport in their intents,\n",
      "Extremely stretch’d and conn’d with cruel pain\n",
      "To do you service.\n",
      "\n",
      "THESEUS.\n",
      "I will hear that play;\n",
      "For never anything can be amiss\n",
      "When simpleness and duty tender it.\n",
      "Go, bring them in: and take your places, ladies.\n",
      "\n",
      " [_Exit Philostrate._]\n",
      "\n",
      "HIPPOLYTA.\n",
      "I love not to see wretchedness o’ercharged,\n",
      "And duty in his service perishing.\n",
      "\n",
      "THESEUS.\n",
      "Why, gentle sweet, you shall see no such thing.\n",
      "\n",
      "HIPPOLYTA.\n",
      "He says they can do nothing in this kind.\n",
      "\n",
      "THESEUS.\n",
      "The kinder we, to give them thanks for nothing.\n",
      "Our sport shall be to take what they mistake:\n",
      "And what poor duty cannot do, noble respect\n",
      "Takes it in might, not merit.\n",
      "Where I have come, great clerks have purposed\n",
      "To greet me with premeditated welcomes;\n",
      "Where I have seen them shiver and look pale,\n",
      "Make periods in the midst of sentences,\n",
      "Throttle their practis’d accent in their fears,\n",
      "And, in conclusion, dumbly have broke off,\n",
      "Not paying me a welcome. Trust me, sweet,\n",
      "Out of this silence yet I pick’d a welcome;\n",
      "And in the modesty of fearful duty\n",
      "I read as much as from the rattling tongue\n",
      "Of saucy and audacious eloquence.\n",
      "Love, therefore, and tongue-tied simplicity\n",
      "In least speak most to my capacity.\n",
      "\n",
      " Enter Philostrate.\n",
      "\n",
      "PHILOSTRATE.\n",
      "So please your grace, the Prologue is address’d.\n",
      "\n",
      "THESEUS.\n",
      "Let him approach.\n",
      "\n",
      " Flourish of trumpets. Enter the Prologue.\n",
      "\n",
      "PROLOGUE\n",
      "If we offend, it is with our good will.\n",
      "That you should think, we come not to offend,\n",
      "But with good will.  To show our simple skill,\n",
      "That is the true beginning of our end.\n",
      "Consider then, we come but in despite.\n",
      "We do not come, as minding to content you,\n",
      "Our true intent is.  All for your delight\n",
      "We are not here.  That you should here repent you,\n",
      "The actors are at hand, and, by their show,\n",
      "You shall know all that you are like to know.\n",
      "\n",
      "THESEUS.\n",
      "This fellow doth not stand upon points.\n",
      "\n",
      "LYSANDER.\n",
      "He hath rid his prologue like a rough colt; he knows not the stop. A\n",
      "good moral, my lord: it is not enough to speak, but to speak true.\n",
      "\n",
      "HIPPOLYTA.\n",
      "Indeed he hath played on this prologue like a child on a recorder; a\n",
      "sound, but not in government.\n",
      "\n",
      "THESEUS.\n",
      "His speech was like a tangled chain; nothing impaired, but all\n",
      "disordered. Who is next?\n",
      "\n",
      " Enter Pyramus and Thisbe, Wall, Moonshine and Lion as in dumb show.\n",
      "\n",
      "PROLOGUE\n",
      "Gentles, perchance you wonder at this show;\n",
      "But wonder on, till truth make all things plain.\n",
      "This man is Pyramus, if you would know;\n",
      "This beauteous lady Thisbe is certain.\n",
      "This man, with lime and rough-cast, doth present\n",
      "Wall, that vile wall which did these lovers sunder;\n",
      "And through Wall’s chink, poor souls, they are content\n",
      "To whisper, at the which let no man wonder.\n",
      "This man, with lanthern, dog, and bush of thorn,\n",
      "Presenteth Moonshine, for, if you will know,\n",
      "By moonshine did these lovers think no scorn\n",
      "To meet at Ninus’ tomb, there, there to woo.\n",
      "This grisly beast (which Lion hight by name)\n",
      "The trusty Thisbe, coming first by night,\n",
      "Did scare away, or rather did affright;\n",
      "And as she fled, her mantle she did fall;\n",
      "Which Lion vile with bloody mouth did stain.\n",
      "Anon comes Pyramus, sweet youth, and tall,\n",
      "And finds his trusty Thisbe’s mantle slain;\n",
      "Whereat with blade, with bloody blameful blade,\n",
      "He bravely broach’d his boiling bloody breast;\n",
      "And Thisbe, tarrying in mulberry shade,\n",
      "His dagger drew, and died. For all the rest,\n",
      "Let Lion, Moonshine, Wall, and lovers twain,\n",
      "At large discourse while here they do remain.\n",
      "\n",
      " [_Exeunt Prologue, Pyramus, Thisbe, Lion and Moonshine._]\n",
      "\n",
      "THESEUS.\n",
      "I wonder if the lion be to speak.\n",
      "\n",
      "DEMETRIUS.\n",
      "No wonder, my lord. One lion may, when many asses do.\n",
      "\n",
      "WALL.\n",
      "In this same interlude it doth befall\n",
      "That I, one Snout by name, present a wall:\n",
      "And such a wall as I would have you think\n",
      "That had in it a crannied hole or chink,\n",
      "Through which the lovers, Pyramus and Thisbe,\n",
      "Did whisper often very secretly.\n",
      "This loam, this rough-cast, and this stone, doth show\n",
      "That I am that same wall; the truth is so:\n",
      "And this the cranny is, right and sinister,\n",
      "Through which the fearful lovers are to whisper.\n",
      "\n",
      "THESEUS.\n",
      "Would you desire lime and hair to speak better?\n",
      "\n",
      "DEMETRIUS.\n",
      "It is the wittiest partition that ever I heard discourse, my lord.\n",
      "\n",
      "THESEUS.\n",
      "Pyramus draws near the wall; silence.\n",
      "\n",
      " Enter Pyramus.\n",
      "\n",
      "PYRAMUS.\n",
      "O grim-look’d night! O night with hue so black!\n",
      "O night, which ever art when day is not!\n",
      "O night, O night, alack, alack, alack,\n",
      "I fear my Thisbe’s promise is forgot!\n",
      "And thou, O wall, O sweet, O lovely wall,\n",
      "That stand’st between her father’s ground and mine;\n",
      "Thou wall, O wall, O sweet and lovely wall,\n",
      "Show me thy chink, to blink through with mine eyne.\n",
      "\n",
      " [_Wall holds up his fingers._]\n",
      "\n",
      "Thanks, courteous wall: Jove shield thee well for this!\n",
      "But what see I? No Thisbe do I see.\n",
      "O wicked wall, through whom I see no bliss,\n",
      "Curs’d be thy stones for thus deceiving me!\n",
      "\n",
      "THESEUS.\n",
      "The wall, methinks, being sensible, should curse again.\n",
      "\n",
      "PYRAMUS.\n",
      "No, in truth, sir, he should not. ‘Deceiving me’ is Thisbe’s cue: she\n",
      "is to enter now, and I am to spy her through the wall. You shall see it\n",
      "will fall pat as I told you. Yonder she comes.\n",
      "\n",
      " Enter Thisbe.\n",
      "\n",
      "THISBE.\n",
      "O wall, full often hast thou heard my moans,\n",
      "For parting my fair Pyramus and me.\n",
      "My cherry lips have often kiss’d thy stones,\n",
      "Thy stones with lime and hair knit up in thee.\n",
      "\n",
      "PYRAMUS.\n",
      "I see a voice; now will I to the chink,\n",
      "To spy an I can hear my Thisbe’s face.\n",
      "Thisbe?\n",
      "\n",
      "THISBE.\n",
      "My love thou art, my love I think.\n",
      "\n",
      "PYRAMUS.\n",
      "Think what thou wilt, I am thy lover’s grace;\n",
      "And like Limander am I trusty still.\n",
      "\n",
      "THISBE.\n",
      "And I like Helen, till the fates me kill.\n",
      "\n",
      "PYRAMUS.\n",
      "Not Shafalus to Procrus was so true.\n",
      "\n",
      "THISBE.\n",
      "As Shafalus to Procrus, I to you.\n",
      "\n",
      "PYRAMUS.\n",
      "O kiss me through the hole of this vile wall.\n",
      "\n",
      "THISBE.\n",
      "I kiss the wall’s hole, not your lips at all.\n",
      "\n",
      "PYRAMUS.\n",
      "Wilt thou at Ninny’s tomb meet me straightway?\n",
      "\n",
      "THISBE.\n",
      "’Tide life, ’tide death, I come without delay.\n",
      "\n",
      "WALL.\n",
      "Thus have I, Wall, my part discharged so;\n",
      "And, being done, thus Wall away doth go.\n",
      "\n",
      " [_Exeunt Wall, Pyramus and Thisbe._]\n",
      "\n",
      "THESEUS.\n",
      "Now is the mural down between the two neighbours.\n",
      "\n",
      "DEMETRIUS.\n",
      "No remedy, my lord, when walls are so wilful to hear without warning.\n",
      "\n",
      "HIPPOLYTA.\n",
      "This is the silliest stuff that ever I heard.\n",
      "\n",
      "THESEUS.\n",
      "The best in this kind are but shadows; and the worst are no worse, if\n",
      "imagination amend them.\n",
      "\n",
      "HIPPOLYTA.\n",
      "It must be your imagination then, and not theirs.\n",
      "\n",
      "THESEUS.\n",
      "If we imagine no worse of them than they of themselves, they may pass\n",
      "for excellent men. Here come two noble beasts in, a man and a lion.\n",
      "\n",
      " Enter Lion and Moonshine.\n",
      "\n",
      "LION.\n",
      "You, ladies, you, whose gentle hearts do fear\n",
      "The smallest monstrous mouse that creeps on floor,\n",
      "May now, perchance, both quake and tremble here,\n",
      "When lion rough in wildest rage doth roar.\n",
      "Then know that I, one Snug the joiner, am\n",
      "A lion fell, nor else no lion’s dam;\n",
      "For if I should as lion come in strife\n",
      "Into this place, ’twere pity on my life.\n",
      "\n",
      "THESEUS.\n",
      "A very gentle beast, and of a good conscience.\n",
      "\n",
      "DEMETRIUS.\n",
      "The very best at a beast, my lord, that e’er I saw.\n",
      "\n",
      "LYSANDER.\n",
      "This lion is a very fox for his valour.\n",
      "\n",
      "THESEUS.\n",
      "True; and a goose for his discretion.\n",
      "\n",
      "DEMETRIUS.\n",
      "Not so, my lord, for his valour cannot carry his discretion, and the\n",
      "fox carries the goose.\n",
      "\n",
      "THESEUS.\n",
      "His discretion, I am sure, cannot carry his valour; for the goose\n",
      "carries not the fox. It is well; leave it to his discretion, and let us\n",
      "listen to the moon.\n",
      "\n",
      "MOONSHINE.\n",
      "This lanthorn doth the hornèd moon present.\n",
      "\n",
      "DEMETRIUS.\n",
      "He should have worn the horns on his head.\n",
      "\n",
      "THESEUS.\n",
      "He is no crescent, and his horns are invisible within the\n",
      "circumference.\n",
      "\n",
      "MOONSHINE.\n",
      "This lanthorn doth the hornèd moon present;\n",
      "Myself the man i’ the moon do seem to be.\n",
      "\n",
      "THESEUS.\n",
      "This is the greatest error of all the rest; the man should be put into\n",
      "the lantern. How is it else the man i’ the moon?\n",
      "\n",
      "DEMETRIUS.\n",
      "He dares not come there for the candle, for you see, it is already in\n",
      "snuff.\n",
      "\n",
      "HIPPOLYTA.\n",
      "I am aweary of this moon. Would he would change!\n",
      "\n",
      "THESEUS.\n",
      "It appears by his small light of discretion that he is in the wane; but\n",
      "yet, in courtesy, in all reason, we must stay the time.\n",
      "\n",
      "LYSANDER.\n",
      "Proceed, Moon.\n",
      "\n",
      "MOON\n",
      "All that I have to say, is to tell you that the lantern is the moon; I\n",
      "the man i’ the moon; this thorn-bush my thorn-bush; and this dog my\n",
      "dog.\n",
      "\n",
      "DEMETRIUS.\n",
      "Why, all these should be in the lantern, for all these are in the moon.\n",
      "But silence; here comes Thisbe.\n",
      "\n",
      " Enter Thisbe.\n",
      "\n",
      "THISBE.\n",
      "This is old Ninny’s tomb. Where is my love?\n",
      "\n",
      "LION.\n",
      "Oh!\n",
      "\n",
      " [_The Lion roars, Thisbe runs off._]\n",
      "\n",
      "DEMETRIUS.\n",
      "Well roared, Lion.\n",
      "\n",
      "THESEUS.\n",
      "Well run, Thisbe.\n",
      "\n",
      "HIPPOLYTA.\n",
      "Well shone, Moon. Truly, the moon shines with a good grace.\n",
      "\n",
      " [_The Lion tears Thisbe’s mantle, and exit._]\n",
      "\n",
      "THESEUS.\n",
      "Well moused, Lion.\n",
      "\n",
      "DEMETRIUS.\n",
      "And then came Pyramus.\n",
      "\n",
      "LYSANDER.\n",
      "And so the lion vanished.\n",
      "\n",
      " Enter Pyramus.\n",
      "\n",
      "PYRAMUS.\n",
      "Sweet Moon, I thank thee for thy sunny beams;\n",
      "I thank thee, Moon, for shining now so bright;\n",
      "For, by thy gracious golden, glittering gleams,\n",
      "I trust to take of truest Thisbe sight.\n",
      "             But stay! O spite!\n",
      "             But mark, poor knight,\n",
      "         What dreadful dole is here!\n",
      "             Eyes, do you see?\n",
      "             How can it be?\n",
      "         O dainty duck! O dear!\n",
      "             Thy mantle good,\n",
      "             What, stained with blood?\n",
      "         Approach, ye Furies fell!\n",
      "             O Fates, come, come;\n",
      "             Cut thread and thrum;\n",
      "         Quail, rush, conclude, and quell!\n",
      "\n",
      "THESEUS.\n",
      "This passion, and the death of a dear friend, would go near to make a\n",
      "man look sad.\n",
      "\n",
      "HIPPOLYTA.\n",
      "Beshrew my heart, but I pity the man.\n",
      "\n",
      "PYRAMUS.\n",
      "O wherefore, Nature, didst thou lions frame,\n",
      "Since lion vile hath here deflower’d my dear?\n",
      "Which is—no, no—which was the fairest dame\n",
      "That liv’d, that lov’d, that lik’d, that look’d with cheer.\n",
      "             Come, tears, confound!\n",
      "             Out, sword, and wound\n",
      "         The pap of Pyramus;\n",
      "             Ay, that left pap,\n",
      "             Where heart doth hop:\n",
      "         Thus die I, thus, thus, thus.\n",
      "             Now am I dead,\n",
      "             Now am I fled;\n",
      "         My soul is in the sky.\n",
      "             Tongue, lose thy light!\n",
      "             Moon, take thy flight!\n",
      "         Now die, die, die, die, die.\n",
      "\n",
      " [_Dies. Exit Moonshine._]\n",
      "\n",
      "DEMETRIUS.\n",
      "No die, but an ace, for him; for he is but one.\n",
      "\n",
      "LYSANDER.\n",
      "Less than an ace, man; for he is dead, he is nothing.\n",
      "\n",
      "THESEUS.\n",
      "With the help of a surgeon he might yet recover and prove an ass.\n",
      "\n",
      "HIPPOLYTA.\n",
      "How chance Moonshine is gone before Thisbe comes back and finds her\n",
      "lover?\n",
      "\n",
      "\n",
      "THESEUS.\n",
      "She will find him by starlight.\n",
      "\n",
      " Enter Thisbe.\n",
      "\n",
      "Here she comes, and her passion ends the play.\n",
      "\n",
      "HIPPOLYTA.\n",
      "Methinks she should not use a long one for such a Pyramus. I hope she\n",
      "will be brief.\n",
      "\n",
      "DEMETRIUS.\n",
      "A mote will turn the balance, which Pyramus, which Thisbe, is the\n",
      "better: he for a man, God warrant us; she for a woman, God bless us!\n",
      "\n",
      "LYSANDER.\n",
      "She hath spied him already with those sweet eyes.\n",
      "\n",
      "DEMETRIUS.\n",
      "And thus she means, _videlicet_—\n",
      "\n",
      "THISBE.\n",
      "             Asleep, my love?\n",
      "             What, dead, my dove?\n",
      "         O Pyramus, arise,\n",
      "             Speak, speak. Quite dumb?\n",
      "             Dead, dead? A tomb\n",
      "         Must cover thy sweet eyes.\n",
      "             These lily lips,\n",
      "             This cherry nose,\n",
      "         These yellow cowslip cheeks,\n",
      "             Are gone, are gone!\n",
      "             Lovers, make moan;\n",
      "         His eyes were green as leeks.\n",
      "             O Sisters Three,\n",
      "             Come, come to me,\n",
      "         With hands as pale as milk;\n",
      "             Lay them in gore,\n",
      "             Since you have shore\n",
      "         With shears his thread of silk.\n",
      "             Tongue, not a word:\n",
      "             Come, trusty sword,\n",
      "         Come, blade, my breast imbrue;\n",
      "             And farewell, friends.\n",
      "             Thus Thisbe ends.\n",
      "         Adieu, adieu, adieu.\n",
      "\n",
      " [_Dies._]\n",
      "\n",
      "THESEUS.\n",
      "Moonshine and Lion are left to bury the dead.\n",
      "\n",
      "DEMETRIUS.\n",
      "Ay, and Wall too.\n",
      "\n",
      "BOTTOM.\n",
      "No, I assure you; the wall is down that parted their fathers. Will it\n",
      "please you to see the epilogue, or to hear a Bergomask dance between\n",
      "two of our company?\n",
      "\n",
      "THESEUS.\n",
      "No epilogue, I pray you; for your play needs no excuse. Never excuse;\n",
      "for when the players are all dead there need none to be blamed. Marry,\n",
      "if he that writ it had played Pyramus, and hanged himself in Thisbe’s\n",
      "garter, it would have been a fine tragedy; and so it is, truly; and\n",
      "very notably discharged. But come, your Bergomask; let your epilogue\n",
      "alone.\n",
      "\n",
      " [_Here a dance of Clowns._]\n",
      "\n",
      "The iron tongue of midnight hath told twelve.\n",
      "Lovers, to bed; ’tis almost fairy time.\n",
      "I fear we shall outsleep the coming morn\n",
      "As much as we this night have overwatch’d.\n",
      "This palpable-gross play hath well beguil’d\n",
      "The heavy gait of night. Sweet friends, to bed.\n",
      "A fortnight hold we this solemnity\n",
      "In nightly revels and new jollity.\n",
      "\n",
      " [_Exeunt._]\n",
      "\n",
      " Enter Puck.\n",
      "\n",
      "PUCK.\n",
      "   Now the hungry lion roars,\n",
      "      And the wolf behowls the moon;\n",
      "   Whilst the heavy ploughman snores,\n",
      "      All with weary task fordone.\n",
      "   Now the wasted brands do glow,\n",
      "      Whilst the screech-owl, screeching loud,\n",
      "   Puts the wretch that lies in woe\n",
      "      In remembrance of a shroud.\n",
      "   Now it is the time of night\n",
      "      That the graves, all gaping wide,\n",
      "   Every one lets forth his sprite,\n",
      "      In the church-way paths to glide.\n",
      "   And we fairies, that do run\n",
      "      By the triple Hecate’s team\n",
      "   From the presence of the sun,\n",
      "      Following darkness like a dream,\n",
      "   Now are frolic; not a mouse\n",
      "      Shall disturb this hallow’d house.\n",
      "   I am sent with broom before,\n",
      "      To sweep the dust behind the door.\n",
      "\n",
      " Enter Oberon and Titania with their Train.\n",
      "\n",
      "OBERON.\n",
      "   Through the house give glimmering light,\n",
      "        By the dead and drowsy fire.\n",
      "   Every elf and fairy sprite\n",
      "        Hop as light as bird from brier,\n",
      "   And this ditty after me,\n",
      "   Sing and dance it trippingly.\n",
      "\n",
      "TITANIA.\n",
      "   First rehearse your song by rote,\n",
      "        To each word a warbling note;\n",
      "   Hand in hand, with fairy grace,\n",
      "   Will we sing, and bless this place.\n",
      "\n",
      " [_Song and Dance._]\n",
      "\n",
      "OBERON.\n",
      "   Now, until the break of day,\n",
      "   Through this house each fairy stray.\n",
      "   To the best bride-bed will we,\n",
      "   Which by us shall blessèd be;\n",
      "   And the issue there create\n",
      "   Ever shall be fortunate.\n",
      "   So shall all the couples three\n",
      "   Ever true in loving be;\n",
      "   And the blots of Nature’s hand\n",
      "   Shall not in their issue stand:\n",
      "   Never mole, hare-lip, nor scar,\n",
      "   Nor mark prodigious, such as are\n",
      "   Despised in nativity,\n",
      "   Shall upon their children be.\n",
      "   With this field-dew consecrate,\n",
      "   Every fairy take his gait,\n",
      "   And each several chamber bless,\n",
      "   Through this palace, with sweet peace;\n",
      "   And the owner of it blest.\n",
      "   Ever shall it in safety rest,\n",
      "   Trip away. Make no stay;\n",
      "   Meet me all by break of day.\n",
      "\n",
      " [_Exeunt Oberon, Titania and Train._]\n",
      "\n",
      "PUCK.\n",
      "   If we shadows have offended,\n",
      "   Think but this, and all is mended,\n",
      "   That you have but slumber’d here\n",
      "   While these visions did appear.\n",
      "   And this weak and idle theme,\n",
      "   No more yielding but a dream,\n",
      "   Gentles, do not reprehend.\n",
      "   If you pardon, we will mend.\n",
      "   And, as I am an honest Puck,\n",
      "   If we have unearnèd luck\n",
      "   Now to ’scape the serpent’s tongue,\n",
      "   We will make amends ere long;\n",
      "   Else the Puck a liar call.\n",
      "   So, good night unto you all.\n",
      "   Give me your hands, if we be friends,\n",
      "   And Robin shall restore amends.\n",
      "\n",
      " [_Exit._]\n",
      "\n",
      "\n",
      "\n",
      "End of the Project Gutenberg EBook of A Midsummer Night’s Dream, by William Shakespeare\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(scenes[9].split('***')[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "scenes[9] = scenes[9].split('***')[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Get All Coappearances"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "internal_cast = {'Pyramus': 'Bottom', \n",
    "                 'Thisbe': 'Flute', \n",
    "                 'Wall': 'Snout', \n",
    "                 'Moonshine': 'Starveling', \n",
    "                 'Lion': 'Snug', \n",
    "                 'Prologue': 'Quince'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "from process import get_coappear"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I.\n",
      "Enter Theseus, Hippolyta, Philostrate and Attendants.\n",
      "THESEUS.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "Exit Philostrate.\n",
      "Enter Egeus, Hermia, Lysander and Demetrius.\n",
      "EGEUS.\n",
      "THESEUS.\n",
      "EGEUS.\n",
      "THESEUS.\n",
      "HERMIA.\n",
      "THESEUS.\n",
      "HERMIA.\n",
      "THESEUS.\n",
      "HERMIA.\n",
      "THESEUS.\n",
      "HERMIA.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "EGEUS.\n",
      "LYSANDER.\n",
      "THESEUS.\n",
      "EGEUS.\n",
      "Exeunt all but Lysander and Hermia.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "Enter Helena.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "Exit Hermia.\n",
      "Exit Lysander.\n",
      "HELENA.\n",
      "Exit Helena.\n",
      "II.\n",
      "Enter Quince, Snug, Bottom, Flute, Snout  and Starveling.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "FLUTE.\n",
      "QUINCE.\n",
      "FLUTE.\n",
      "QUINCE.\n",
      "FLUTE.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "STARVELING.\n",
      "QUINCE.\n",
      "QUINCE.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "Exeunt.\n",
      "I.\n",
      "Enter a Fairy at one door, and Puck at another.\n",
      "PUCK.\n",
      "PUCK.\n",
      "PUCK.\n",
      "Enter Oberon at one door, with his Train, and Titania at another, with\n",
      " hers.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "Exit Titania with her Train.\n",
      "OBERON.\n",
      "PUCK.\n",
      "OBERON.\n",
      "PUCK.\n",
      "Exit Puck.\n",
      "OBERON.\n",
      "Enter Demetrius, Helena following him.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "Exit Demetrius.\n",
      "Exit Helena.\n",
      "OBERON.\n",
      "Enter Puck.\n",
      "PUCK.\n",
      "OBERON.\n",
      "PUCK.\n",
      "Exeunt.\n",
      "II.\n",
      "Enter Titania with her Train.\n",
      "TITANIA.\n",
      "FAIRY.\n",
      "CHORUS.\n",
      "FAIRY.\n",
      "CHORUS.\n",
      "FAIRY.\n",
      "Exeunt Fairies. Titania sleeps.\n",
      "Enter Oberon.\n",
      "OBERON.\n",
      "Exit.\n",
      "Enter Lysander and Hermia.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "They sleep.\n",
      "Enter Puck.\n",
      "PUCK.\n",
      "Exit.\n",
      "Enter Demetrius and Helena, running.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "Exit Demetrius.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "HELENA.\n",
      "Exit.\n",
      "LYSANDER.\n",
      "Exit.\n",
      "HERMIA.\n",
      "Exit.\n",
      "I.\n",
      "Enter Bottom, Quince, Snout, Starveling, Snug and Flute.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "STARVELING.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "STARVELING.\n",
      "BOTTOM.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "Enter Puck behind.\n",
      "PUCK.\n",
      "QUINCE.\n",
      "PYRAMUS.\n",
      "QUINCE.\n",
      "PYRAMUS.\n",
      "Exit.\n",
      "PUCK.\n",
      "Exit.\n",
      "THISBE.\n",
      "QUINCE.\n",
      "THISBE.\n",
      "QUINCE.\n",
      "THISBE.\n",
      "Enter Puck and Bottom with an ass’s head.\n",
      "PYRAMUS.\n",
      "QUINCE.\n",
      "Exeunt Clowns.\n",
      "PUCK.\n",
      "Exit.\n",
      "BOTTOM.\n",
      "Enter Snout.\n",
      "BOTTOM.\n",
      "Exit Snout.\n",
      "Enter Quince.\n",
      "QUINCE.\n",
      "Exit.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "Enter four Fairies.\n",
      "PEASEBLOSSOM.\n",
      "COBWEB.\n",
      "I.\n",
      "MOTH.\n",
      "I.\n",
      "MUSTARDSEED.\n",
      "I.\n",
      "ALL.\n",
      "TITANIA.\n",
      "PEASEBLOSSOM.\n",
      "COBWEB.\n",
      "MOTH.\n",
      "MUSTARDSEED.\n",
      "BOTTOM.\n",
      "COBWEB.\n",
      "BOTTOM.\n",
      "PEASEBLOSSOM.\n",
      "BOTTOM.\n",
      "MUSTARDSEED.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "Exeunt.\n",
      "II.\n",
      "Enter Oberon.\n",
      "OBERON.\n",
      "Enter Puck.\n",
      "PUCK.\n",
      "OBERON.\n",
      "PUCK.\n",
      "Enter Demetrius and Hermia.\n",
      "OBERON.\n",
      "PUCK.\n",
      "DEMETRIUS.\n",
      "HERMIA.\n",
      "DEMETRIUS.\n",
      "HERMIA.\n",
      "DEMETRIUS.\n",
      "HERMIA.\n",
      "DEMETRIUS.\n",
      "HERMIA.\n",
      "DEMETRIUS.\n",
      "HERMIA.\n",
      "Exit.\n",
      "DEMETRIUS.\n",
      "OBERON.\n",
      "PUCK.\n",
      "OBERON.\n",
      "PUCK.\n",
      "Exit.\n",
      "OBERON.\n",
      "Enter Puck.\n",
      "PUCK.\n",
      "OBERON.\n",
      "PUCK.\n",
      "Enter Lysander and Helena.\n",
      "LYSANDER.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "Enter Hermia.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "HELENA.\n",
      "HERMIA.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "Exeunt Lysander and Demetrius.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "Exit.\n",
      "HERMIA.\n",
      "Exit,\n",
      "OBERON.\n",
      "PUCK.\n",
      "OBERON.\n",
      "PUCK.\n",
      "OBERON.\n",
      "Exit Oberon.\n",
      "PUCK.\n",
      "Enter Lysander.\n",
      "LYSANDER.\n",
      "PUCK.\n",
      "LYSANDER.\n",
      "PUCK.\n",
      "Exit Lysander as following the voice.\n",
      "Enter Demetrius.\n",
      "DEMETRIUS.\n",
      "PUCK.\n",
      "DEMETRIUS.\n",
      "PUCK.\n",
      "Exeunt.\n",
      "Enter Lysander.\n",
      "LYSANDER.\n",
      "Sleeps.\n",
      "Enter Puck and Demetrius.\n",
      "PUCK.\n",
      "DEMETRIUS.\n",
      "PUCK.\n",
      "DEMETRIUS.\n",
      "Lies down and sleeps.\n",
      "Enter Helena.\n",
      "HELENA.\n",
      "Sleeps.\n",
      "PUCK.\n",
      "Enter Hermia.\n",
      "HERMIA.\n",
      "PUCK.\n",
      "Exit Puck.\n",
      "I.\n",
      "Enter Titania and Bottom; Peaseblossom, Cobweb, Moth, Mustardseed and\n",
      " other Fairies attending; Oberon behind, unseen.\n",
      "TITANIA.\n",
      "BOTTOM.\n",
      "PEASEBLOSSOM.\n",
      "BOTTOM.\n",
      "COBWEB.\n",
      "BOTTOM.\n",
      "MUSTARDSEED.\n",
      "BOTTOM.\n",
      "MUSTARDSEED.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "BOTTOM.\n",
      "TITANIA.\n",
      "They sleep.\n",
      "Enter Puck.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "PUCK.\n",
      "OBERON.\n",
      "PUCK.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "Exeunt.\n",
      "Enter Theseus, Hippolyta, Egeus and Train.\n",
      "THESEUS.\n",
      "Exit an Attendant.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "EGEUS.\n",
      "THESEUS.\n",
      "EGEUS.\n",
      "THESEUS.\n",
      "LYSANDER.\n",
      "THESEUS.\n",
      "LYSANDER.\n",
      "EGEUS.\n",
      "DEMETRIUS.\n",
      "THESEUS.\n",
      "Exeunt Theseus, Hippolyta, Egeus and Train.\n",
      "DEMETRIUS.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "DEMETRIUS.\n",
      "HERMIA.\n",
      "HELENA.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "Exeunt.\n",
      "BOTTOM.\n",
      "Exit.\n",
      "II.\n",
      "Enter Quince, Flute, Snout and Starveling.\n",
      "QUINCE.\n",
      "STARVELING.\n",
      "FLUTE.\n",
      "QUINCE.\n",
      "FLUTE.\n",
      "QUINCE.\n",
      "FLUTE.\n",
      "Enter Snug.\n",
      "FLUTE.\n",
      "Enter Bottom.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "QUINCE.\n",
      "BOTTOM.\n",
      "Exeunt.\n",
      "I.\n",
      "Enter Theseus, Hippolyta, Philostrate, Lords and Attendants.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "HIPPOLYTA.\n",
      "Enter lovers: Lysander, Demetrius, Hermia and Helena.\n",
      "THESEUS.\n",
      "LYSANDER.\n",
      "THESEUS.\n",
      "PHILOSTRATE.\n",
      "THESEUS.\n",
      "PHILOSTRATE.\n",
      "THESEUS.\n",
      "PHILOSTRATE.\n",
      "THESEUS.\n",
      "PHILOSTRATE.\n",
      "THESEUS.\n",
      "PHILOSTRATE.\n",
      "THESEUS.\n",
      "Exit Philostrate.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "Enter Philostrate.\n",
      "PHILOSTRATE.\n",
      "THESEUS.\n",
      "Enter the Prologue.\n",
      "THESEUS.\n",
      "LYSANDER.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "Enter Pyramus and Thisbe, Wall, Moonshine and Lion as in dumb show.\n",
      "Exeunt Prologue, Pyramus, Thisbe, Lion and Moonshine.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "WALL.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "THESEUS.\n",
      "Enter Pyramus.\n",
      "PYRAMUS.\n",
      "THESEUS.\n",
      "PYRAMUS.\n",
      "Enter Thisbe.\n",
      "THISBE.\n",
      "PYRAMUS.\n",
      "THISBE.\n",
      "PYRAMUS.\n",
      "THISBE.\n",
      "PYRAMUS.\n",
      "THISBE.\n",
      "PYRAMUS.\n",
      "THISBE.\n",
      "PYRAMUS.\n",
      "THISBE.\n",
      "WALL.\n",
      "Exeunt Wall, Pyramus and Thisbe.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "Enter Lion and Moonshine.\n",
      "LION.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "THESEUS.\n",
      "MOONSHINE.\n",
      "DEMETRIUS.\n",
      "THESEUS.\n",
      "MOONSHINE.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "Enter Thisbe.\n",
      "THISBE.\n",
      "LION.\n",
      "DEMETRIUS.\n",
      "THESEUS.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "Enter Pyramus.\n",
      "PYRAMUS.\n",
      "THESEUS.\n",
      "HIPPOLYTA.\n",
      "PYRAMUS.\n",
      "Exit Moonshine.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "THESEUS.\n",
      "HIPPOLYTA.\n",
      "THESEUS.\n",
      "Enter Thisbe.\n",
      "HIPPOLYTA.\n",
      "DEMETRIUS.\n",
      "LYSANDER.\n",
      "DEMETRIUS.\n",
      "THISBE.\n",
      "THESEUS.\n",
      "DEMETRIUS.\n",
      "BOTTOM.\n",
      "THESEUS.\n",
      "Exeunt.\n",
      "Enter Puck.\n",
      "PUCK.\n",
      "Enter Oberon and Titania with their Train.\n",
      "OBERON.\n",
      "TITANIA.\n",
      "OBERON.\n",
      "Exeunt Oberon, Titania and Train.\n",
      "PUCK.\n",
      "Exit.\n"
     ]
    }
   ],
   "source": [
    "appearances_Ii = get_coappear(scenes[1], 'I', internal_cast, appearances)\n",
    "appearances_Iii = get_coappear(scenes[2], 'I', internal_cast, appearances_Ii)\n",
    "\n",
    "appearances_IIi = get_coappear(scenes[3], 'II', internal_cast, appearances_Iii)\n",
    "appearances_IIii = get_coappear(scenes[4], 'II', internal_cast, appearances_IIi)\n",
    "\n",
    "appearances_IIIi = get_coappear(scenes[5], 'III', internal_cast, appearances_IIii)\n",
    "appearances_IIIii = get_coappear(scenes[6], 'III', internal_cast, appearances_IIIi)\n",
    "\n",
    "appearances_IVi = get_coappear(scenes[7], 'IV', internal_cast, appearances_IIIii)\n",
    "appearances_IVii = get_coappear(scenes[8], 'IV', internal_cast, appearances_IVi)\n",
    "\n",
    "all_appearances = get_coappear(scenes[9], 'V', internal_cast, appearances_IVii)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Get co-appearance counts and scene counts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "appearance_counts = get_empty_appearances(characters, True)\n",
    "scene_counts = {}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# For each character that appears, get how many scenes the character appears in and\n",
    "# how many times each pair of characters appears together\n",
    "for character in all_appearances:\n",
    "    scene_counts[character] = []\n",
    "    for co_char in all_appearances[character]:\n",
    "        appearance_counts[character][co_char] = len(all_appearances[character][co_char])\n",
    "        scene_counts[character].extend(all_appearances[character][co_char])\n",
    "        \n",
    "    scene_counts[character] = len(set(scene_counts[character]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Theseus': {'Hippolyta': 3,\n",
       "  'Egeus': 2,\n",
       "  'Hermia': 3,\n",
       "  'Helena': 2,\n",
       "  'Lysander': 3,\n",
       "  'Demetrius': 3,\n",
       "  'Philostrate': 2,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 3},\n",
       " 'Hippolyta': {'Theseus': 3,\n",
       "  'Egeus': 2,\n",
       "  'Hermia': 3,\n",
       "  'Helena': 2,\n",
       "  'Lysander': 3,\n",
       "  'Demetrius': 3,\n",
       "  'Philostrate': 2,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 3},\n",
       " 'Egeus': {'Theseus': 2,\n",
       "  'Hippolyta': 2,\n",
       "  'Hermia': 2,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 2,\n",
       "  'Demetrius': 2,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 1,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 2},\n",
       " 'Hermia': {'Theseus': 3,\n",
       "  'Hippolyta': 3,\n",
       "  'Egeus': 2,\n",
       "  'Helena': 5,\n",
       "  'Lysander': 5,\n",
       "  'Demetrius': 5,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 2,\n",
       "  'Titania': 2,\n",
       "  'Puck': 3,\n",
       "  'Peaseblossom': 1,\n",
       "  'Cobweb': 1,\n",
       "  'Moth': 1,\n",
       "  'Mustardseed': 1,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 1,\n",
       "  'Attendants': 3},\n",
       " 'Helena': {'Theseus': 2,\n",
       "  'Hippolyta': 2,\n",
       "  'Egeus': 1,\n",
       "  'Hermia': 5,\n",
       "  'Lysander': 5,\n",
       "  'Demetrius': 5,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 3,\n",
       "  'Titania': 2,\n",
       "  'Puck': 2,\n",
       "  'Peaseblossom': 1,\n",
       "  'Cobweb': 1,\n",
       "  'Moth': 1,\n",
       "  'Mustardseed': 1,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 2,\n",
       "  'Attendants': 2},\n",
       " 'Lysander': {'Theseus': 3,\n",
       "  'Hippolyta': 3,\n",
       "  'Egeus': 2,\n",
       "  'Hermia': 5,\n",
       "  'Helena': 5,\n",
       "  'Demetrius': 5,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 2,\n",
       "  'Titania': 2,\n",
       "  'Puck': 3,\n",
       "  'Peaseblossom': 1,\n",
       "  'Cobweb': 1,\n",
       "  'Moth': 1,\n",
       "  'Mustardseed': 1,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 1,\n",
       "  'Attendants': 3},\n",
       " 'Demetrius': {'Theseus': 3,\n",
       "  'Hippolyta': 3,\n",
       "  'Egeus': 2,\n",
       "  'Hermia': 5,\n",
       "  'Helena': 5,\n",
       "  'Lysander': 5,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 3,\n",
       "  'Titania': 2,\n",
       "  'Puck': 2,\n",
       "  'Peaseblossom': 1,\n",
       "  'Cobweb': 1,\n",
       "  'Moth': 1,\n",
       "  'Mustardseed': 1,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 2,\n",
       "  'Attendants': 3},\n",
       " 'Philostrate': {'Theseus': 2,\n",
       "  'Hippolyta': 2,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 1,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 2},\n",
       " 'Quince': {'Theseus': 1,\n",
       "  'Hippolyta': 1,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 1,\n",
       "  'Snug': 4,\n",
       "  'Bottom': 4,\n",
       "  'Flute': 4,\n",
       "  'Snout': 4,\n",
       "  'Starveling': 4,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 1,\n",
       "  'Puck': 1,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 1},\n",
       " 'Snug': {'Theseus': 1,\n",
       "  'Hippolyta': 1,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 4,\n",
       "  'Bottom': 4,\n",
       "  'Flute': 4,\n",
       "  'Snout': 4,\n",
       "  'Starveling': 4,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 1,\n",
       "  'Puck': 1,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 1},\n",
       " 'Bottom': {'Theseus': 2,\n",
       "  'Hippolyta': 2,\n",
       "  'Egeus': 1,\n",
       "  'Hermia': 2,\n",
       "  'Helena': 2,\n",
       "  'Lysander': 2,\n",
       "  'Demetrius': 2,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 4,\n",
       "  'Snug': 4,\n",
       "  'Flute': 4,\n",
       "  'Snout': 4,\n",
       "  'Starveling': 4,\n",
       "  'Oberon': 1,\n",
       "  'Titania': 2,\n",
       "  'Puck': 2,\n",
       "  'Peaseblossom': 2,\n",
       "  'Cobweb': 2,\n",
       "  'Moth': 2,\n",
       "  'Mustardseed': 2,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 1,\n",
       "  'Attendants': 2},\n",
       " 'Flute': {'Theseus': 1,\n",
       "  'Hippolyta': 1,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 4,\n",
       "  'Snug': 4,\n",
       "  'Bottom': 4,\n",
       "  'Snout': 4,\n",
       "  'Starveling': 4,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 1,\n",
       "  'Puck': 1,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 1},\n",
       " 'Snout': {'Theseus': 1,\n",
       "  'Hippolyta': 1,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 4,\n",
       "  'Snug': 4,\n",
       "  'Bottom': 4,\n",
       "  'Flute': 4,\n",
       "  'Starveling': 4,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 1,\n",
       "  'Puck': 1,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 1},\n",
       " 'Starveling': {'Theseus': 1,\n",
       "  'Hippolyta': 1,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 1,\n",
       "  'Quince': 4,\n",
       "  'Snug': 4,\n",
       "  'Bottom': 4,\n",
       "  'Flute': 4,\n",
       "  'Snout': 4,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 1,\n",
       "  'Puck': 1,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 1},\n",
       " 'Oberon': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 2,\n",
       "  'Helena': 3,\n",
       "  'Lysander': 2,\n",
       "  'Demetrius': 3,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 1,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Titania': 4,\n",
       "  'Puck': 4,\n",
       "  'Peaseblossom': 1,\n",
       "  'Cobweb': 1,\n",
       "  'Moth': 1,\n",
       "  'Mustardseed': 1,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 3,\n",
       "  'Attendants': 0},\n",
       " 'Titania': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 2,\n",
       "  'Helena': 2,\n",
       "  'Lysander': 2,\n",
       "  'Demetrius': 2,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 4,\n",
       "  'Puck': 5,\n",
       "  'Peaseblossom': 2,\n",
       "  'Cobweb': 2,\n",
       "  'Moth': 2,\n",
       "  'Mustardseed': 2,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 4,\n",
       "  'Attendants': 0},\n",
       " 'Puck': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 3,\n",
       "  'Helena': 2,\n",
       "  'Lysander': 3,\n",
       "  'Demetrius': 2,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 4,\n",
       "  'Titania': 5,\n",
       "  'Peaseblossom': 1,\n",
       "  'Cobweb': 1,\n",
       "  'Moth': 1,\n",
       "  'Mustardseed': 1,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 3,\n",
       "  'Attendants': 0},\n",
       " 'Peaseblossom': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 1,\n",
       "  'Titania': 2,\n",
       "  'Puck': 1,\n",
       "  'Cobweb': 2,\n",
       "  'Moth': 2,\n",
       "  'Mustardseed': 2,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 1,\n",
       "  'Attendants': 0},\n",
       " 'Cobweb': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 1,\n",
       "  'Titania': 2,\n",
       "  'Puck': 1,\n",
       "  'Peaseblossom': 2,\n",
       "  'Moth': 2,\n",
       "  'Mustardseed': 2,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 1,\n",
       "  'Attendants': 0},\n",
       " 'Moth': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 1,\n",
       "  'Titania': 2,\n",
       "  'Puck': 1,\n",
       "  'Peaseblossom': 2,\n",
       "  'Cobweb': 2,\n",
       "  'Mustardseed': 2,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 1,\n",
       "  'Attendants': 0},\n",
       " 'Mustardseed': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 1,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 1,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 1,\n",
       "  'Titania': 2,\n",
       "  'Puck': 1,\n",
       "  'Peaseblossom': 2,\n",
       "  'Cobweb': 2,\n",
       "  'Moth': 2,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 1,\n",
       "  'Attendants': 0},\n",
       " 'Pyramus': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 0,\n",
       "  'Helena': 0,\n",
       "  'Lysander': 0,\n",
       "  'Demetrius': 0,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 0,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 0},\n",
       " 'Thisbe': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 0,\n",
       "  'Helena': 0,\n",
       "  'Lysander': 0,\n",
       "  'Demetrius': 0,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 0,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 0},\n",
       " 'Wall': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 0,\n",
       "  'Helena': 0,\n",
       "  'Lysander': 0,\n",
       "  'Demetrius': 0,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 0,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 0},\n",
       " 'Moonshine': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 0,\n",
       "  'Helena': 0,\n",
       "  'Lysander': 0,\n",
       "  'Demetrius': 0,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 0,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 0},\n",
       " 'Lion': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 0,\n",
       "  'Helena': 0,\n",
       "  'Lysander': 0,\n",
       "  'Demetrius': 0,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 0,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Fairies': 0,\n",
       "  'Attendants': 0},\n",
       " 'Fairies': {'Theseus': 0,\n",
       "  'Hippolyta': 0,\n",
       "  'Egeus': 0,\n",
       "  'Hermia': 1,\n",
       "  'Helena': 2,\n",
       "  'Lysander': 1,\n",
       "  'Demetrius': 2,\n",
       "  'Philostrate': 0,\n",
       "  'Quince': 0,\n",
       "  'Snug': 0,\n",
       "  'Bottom': 1,\n",
       "  'Flute': 0,\n",
       "  'Snout': 0,\n",
       "  'Starveling': 0,\n",
       "  'Oberon': 3,\n",
       "  'Titania': 4,\n",
       "  'Puck': 3,\n",
       "  'Peaseblossom': 1,\n",
       "  'Cobweb': 1,\n",
       "  'Moth': 1,\n",
       "  'Mustardseed': 1,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Attendants': 0},\n",
       " 'Attendants': {'Theseus': 3,\n",
       "  'Hippolyta': 3,\n",
       "  'Egeus': 2,\n",
       "  'Hermia': 3,\n",
       "  'Helena': 2,\n",
       "  'Lysander': 3,\n",
       "  'Demetrius': 3,\n",
       "  'Philostrate': 2,\n",
       "  'Quince': 1,\n",
       "  'Snug': 1,\n",
       "  'Bottom': 2,\n",
       "  'Flute': 1,\n",
       "  'Snout': 1,\n",
       "  'Starveling': 1,\n",
       "  'Oberon': 0,\n",
       "  'Titania': 0,\n",
       "  'Puck': 0,\n",
       "  'Peaseblossom': 0,\n",
       "  'Cobweb': 0,\n",
       "  'Moth': 0,\n",
       "  'Mustardseed': 0,\n",
       "  'Pyramus': 0,\n",
       "  'Thisbe': 0,\n",
       "  'Wall': 0,\n",
       "  'Moonshine': 0,\n",
       "  'Lion': 0,\n",
       "  'Fairies': 0}}"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "appearance_counts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Theseus': 3,\n",
       " 'Hippolyta': 3,\n",
       " 'Egeus': 2,\n",
       " 'Hermia': 5,\n",
       " 'Helena': 6,\n",
       " 'Lysander': 5,\n",
       " 'Demetrius': 6,\n",
       " 'Philostrate': 2,\n",
       " 'Quince': 4,\n",
       " 'Snug': 4,\n",
       " 'Bottom': 5,\n",
       " 'Flute': 4,\n",
       " 'Snout': 4,\n",
       " 'Starveling': 4,\n",
       " 'Oberon': 5,\n",
       " 'Titania': 5,\n",
       " 'Puck': 6,\n",
       " 'Peaseblossom': 2,\n",
       " 'Cobweb': 2,\n",
       " 'Moth': 2,\n",
       " 'Mustardseed': 2,\n",
       " 'Pyramus': 0,\n",
       " 'Thisbe': 0,\n",
       " 'Wall': 0,\n",
       " 'Moonshine': 0,\n",
       " 'Lion': 0,\n",
       " 'Fairies': 4,\n",
       " 'Attendants': 3}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scene_counts"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Graph the network of characters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "midsummer = nx.Graph()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add node for each character\n",
    "for char in scene_counts.keys():\n",
    "    if scene_counts[char] > 0:\n",
    "        midsummer.add_node(char, size = scene_counts[char])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "NodeView(('Theseus', 'Hippolyta', 'Egeus', 'Hermia', 'Helena', 'Lysander', 'Demetrius', 'Philostrate', 'Quince', 'Snug', 'Bottom', 'Flute', 'Snout', 'Starveling', 'Oberon', 'Titania', 'Puck', 'Peaseblossom', 'Cobweb', 'Moth', 'Mustardseed', 'Fairies', 'Attendants'))"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "midsummer.nodes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# For each co-appearance between two characters, add an edge\n",
    "for char in appearance_counts.keys():\n",
    "    for co_char in appearance_counts[char].keys():\n",
    "        \n",
    "        # Only add edge if the count is positive\n",
    "        if appearance_counts[char][co_char] > 0:\n",
    "            midsummer.add_edge(char, co_char, weight = appearance_counts[char][co_char])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "EdgeView([('Theseus', 'Hippolyta'), ('Theseus', 'Egeus'), ('Theseus', 'Hermia'), ('Theseus', 'Helena'), ('Theseus', 'Lysander'), ('Theseus', 'Demetrius'), ('Theseus', 'Philostrate'), ('Theseus', 'Quince'), ('Theseus', 'Snug'), ('Theseus', 'Bottom'), ('Theseus', 'Flute'), ('Theseus', 'Snout'), ('Theseus', 'Starveling'), ('Theseus', 'Attendants'), ('Hippolyta', 'Egeus'), ('Hippolyta', 'Hermia'), ('Hippolyta', 'Helena'), ('Hippolyta', 'Lysander'), ('Hippolyta', 'Demetrius'), ('Hippolyta', 'Philostrate'), ('Hippolyta', 'Quince'), ('Hippolyta', 'Snug'), ('Hippolyta', 'Bottom'), ('Hippolyta', 'Flute'), ('Hippolyta', 'Snout'), ('Hippolyta', 'Starveling'), ('Hippolyta', 'Attendants'), ('Egeus', 'Hermia'), ('Egeus', 'Helena'), ('Egeus', 'Lysander'), ('Egeus', 'Demetrius'), ('Egeus', 'Bottom'), ('Egeus', 'Attendants'), ('Hermia', 'Helena'), ('Hermia', 'Lysander'), ('Hermia', 'Demetrius'), ('Hermia', 'Philostrate'), ('Hermia', 'Quince'), ('Hermia', 'Snug'), ('Hermia', 'Bottom'), ('Hermia', 'Flute'), ('Hermia', 'Snout'), ('Hermia', 'Starveling'), ('Hermia', 'Oberon'), ('Hermia', 'Titania'), ('Hermia', 'Puck'), ('Hermia', 'Peaseblossom'), ('Hermia', 'Cobweb'), ('Hermia', 'Moth'), ('Hermia', 'Mustardseed'), ('Hermia', 'Fairies'), ('Hermia', 'Attendants'), ('Helena', 'Lysander'), ('Helena', 'Demetrius'), ('Helena', 'Philostrate'), ('Helena', 'Quince'), ('Helena', 'Snug'), ('Helena', 'Bottom'), ('Helena', 'Flute'), ('Helena', 'Snout'), ('Helena', 'Starveling'), ('Helena', 'Oberon'), ('Helena', 'Titania'), ('Helena', 'Puck'), ('Helena', 'Peaseblossom'), ('Helena', 'Cobweb'), ('Helena', 'Moth'), ('Helena', 'Mustardseed'), ('Helena', 'Fairies'), ('Helena', 'Attendants'), ('Lysander', 'Demetrius'), ('Lysander', 'Philostrate'), ('Lysander', 'Quince'), ('Lysander', 'Snug'), ('Lysander', 'Bottom'), ('Lysander', 'Flute'), ('Lysander', 'Snout'), ('Lysander', 'Starveling'), ('Lysander', 'Oberon'), ('Lysander', 'Titania'), ('Lysander', 'Puck'), ('Lysander', 'Peaseblossom'), ('Lysander', 'Cobweb'), ('Lysander', 'Moth'), ('Lysander', 'Mustardseed'), ('Lysander', 'Fairies'), ('Lysander', 'Attendants'), ('Demetrius', 'Philostrate'), ('Demetrius', 'Quince'), ('Demetrius', 'Snug'), ('Demetrius', 'Bottom'), ('Demetrius', 'Flute'), ('Demetrius', 'Snout'), ('Demetrius', 'Starveling'), ('Demetrius', 'Oberon'), ('Demetrius', 'Titania'), ('Demetrius', 'Puck'), ('Demetrius', 'Peaseblossom'), ('Demetrius', 'Cobweb'), ('Demetrius', 'Moth'), ('Demetrius', 'Mustardseed'), ('Demetrius', 'Fairies'), ('Demetrius', 'Attendants'), ('Philostrate', 'Quince'), ('Philostrate', 'Snug'), ('Philostrate', 'Bottom'), ('Philostrate', 'Flute'), ('Philostrate', 'Snout'), ('Philostrate', 'Starveling'), ('Philostrate', 'Attendants'), ('Quince', 'Snug'), ('Quince', 'Bottom'), ('Quince', 'Flute'), ('Quince', 'Snout'), ('Quince', 'Starveling'), ('Quince', 'Titania'), ('Quince', 'Puck'), ('Quince', 'Attendants'), ('Snug', 'Bottom'), ('Snug', 'Flute'), ('Snug', 'Snout'), ('Snug', 'Starveling'), ('Snug', 'Titania'), ('Snug', 'Puck'), ('Snug', 'Attendants'), ('Bottom', 'Flute'), ('Bottom', 'Snout'), ('Bottom', 'Starveling'), ('Bottom', 'Oberon'), ('Bottom', 'Titania'), ('Bottom', 'Puck'), ('Bottom', 'Peaseblossom'), ('Bottom', 'Cobweb'), ('Bottom', 'Moth'), ('Bottom', 'Mustardseed'), ('Bottom', 'Fairies'), ('Bottom', 'Attendants'), ('Flute', 'Snout'), ('Flute', 'Starveling'), ('Flute', 'Titania'), ('Flute', 'Puck'), ('Flute', 'Attendants'), ('Snout', 'Starveling'), ('Snout', 'Titania'), ('Snout', 'Puck'), ('Snout', 'Attendants'), ('Starveling', 'Titania'), ('Starveling', 'Puck'), ('Starveling', 'Attendants'), ('Oberon', 'Titania'), ('Oberon', 'Puck'), ('Oberon', 'Peaseblossom'), ('Oberon', 'Cobweb'), ('Oberon', 'Moth'), ('Oberon', 'Mustardseed'), ('Oberon', 'Fairies'), ('Titania', 'Puck'), ('Titania', 'Peaseblossom'), ('Titania', 'Cobweb'), ('Titania', 'Moth'), ('Titania', 'Mustardseed'), ('Titania', 'Fairies'), ('Puck', 'Peaseblossom'), ('Puck', 'Cobweb'), ('Puck', 'Moth'), ('Puck', 'Mustardseed'), ('Puck', 'Fairies'), ('Peaseblossom', 'Cobweb'), ('Peaseblossom', 'Moth'), ('Peaseblossom', 'Mustardseed'), ('Peaseblossom', 'Fairies'), ('Cobweb', 'Moth'), ('Cobweb', 'Mustardseed'), ('Cobweb', 'Fairies'), ('Moth', 'Mustardseed'), ('Moth', 'Fairies'), ('Mustardseed', 'Fairies')])"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "midsummer.edges()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get positions for the nodes in G\n",
    "pos_ = nx.spring_layout(midsummer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Theseus': array([0.15549021, 0.64615676]),\n",
       " 'Hippolyta': array([-0.04070214,  0.76175404]),\n",
       " 'Egeus': array([0.61167639, 0.77745784]),\n",
       " 'Hermia': array([0.02457706, 0.13962701]),\n",
       " 'Helena': array([ 0.06590227, -0.10379414]),\n",
       " 'Lysander': array([0.23546185, 0.19281088]),\n",
       " 'Demetrius': array([0.25613162, 0.00791374]),\n",
       " 'Philostrate': array([-0.45933117,  0.93174067]),\n",
       " 'Quince': array([-0.52048898,  0.22235036]),\n",
       " 'Snug': array([-0.655577  , -0.01949484]),\n",
       " 'Bottom': array([-0.19060986, -0.03755511]),\n",
       " 'Flute': array([-0.75472791,  0.37949174]),\n",
       " 'Snout': array([-0.54036872,  0.47459791]),\n",
       " 'Starveling': array([-0.80745163,  0.13783187]),\n",
       " 'Oberon': array([ 0.03780243, -0.73314664]),\n",
       " 'Titania': array([ 0.08483665, -0.44663926]),\n",
       " 'Puck': array([-0.20380274, -0.47672891]),\n",
       " 'Peaseblossom': array([ 0.64716213, -0.5179198 ]),\n",
       " 'Cobweb': array([ 0.31071593, -1.        ]),\n",
       " 'Moth': array([ 0.69454997, -0.79478399]),\n",
       " 'Mustardseed': array([ 0.84219945, -0.37782358]),\n",
       " 'Fairies': array([ 0.36197453, -0.75602293]),\n",
       " 'Attendants': array([-0.15542033,  0.59217639])}"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pos_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'weight': 3}"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "midsummer.edges()[('Theseus', 'Hippolyta')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_edge(x, y, text, width):\n",
    "    \n",
    "    '''Creates a scatter trace for the edge between x's and y's with given width\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    x    : a tuple of the endpoints' x-coordinates in the form, tuple([x0, x1, None])\n",
    "    \n",
    "    y    : a tuple of the endpoints' y-coordinates in the form, tuple([y0, y1, None])\n",
    "    \n",
    "    width: the width of the line\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    An edge trace that goes between x0 and x1 with specified width.\n",
    "    '''\n",
    "    return  go.Scatter(x         = x,\n",
    "                       y         = y,\n",
    "                       line      = dict(width = width,\n",
    "                                   color = 'cornflowerblue'),\n",
    "                       hoverinfo = 'text',\n",
    "                       text      = ([text]),\n",
    "                       mode      = 'lines')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "# For each edge, make an edge_trace, append to list\n",
    "edge_trace = []\n",
    "for edge in midsummer.edges():\n",
    "    \n",
    "    if midsummer.edges()[edge]['weight'] > 0:\n",
    "        char_1 = edge[0]\n",
    "        char_2 = edge[1]\n",
    "\n",
    "        x0, y0 = pos_[char_1]\n",
    "        x1, y1 = pos_[char_2]\n",
    "\n",
    "        text   = char_1 + '--' + char_2 + ': ' + str(midsummer.edges()[edge]['weight'])\n",
    "        \n",
    "        trace  = make_edge([x0, x1, None], [y0, y1, None], text,\n",
    "                           0.3*midsummer.edges()[edge]['weight']**1.75)\n",
    "\n",
    "        edge_trace.append(trace)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Make a node trace\n",
    "node_trace = go.Scatter(x         = [],\n",
    "                        y         = [],\n",
    "                        text      = [],\n",
    "                        textposition = \"top center\",\n",
    "                        textfont_size = 10,\n",
    "                        mode      = 'markers+text',\n",
    "                        hoverinfo = 'none',\n",
    "                        marker    = dict(color = [],\n",
    "                                         size  = [],\n",
    "                                         line  = None))\n",
    "# For each node in midsummer, get the position and size and add to the node_trace\n",
    "for node in midsummer.nodes():\n",
    "    x, y = pos_[node]\n",
    "    node_trace['x'] += tuple([x])\n",
    "    node_trace['y'] += tuple([y])\n",
    "    node_trace['marker']['color'] += tuple(['cornflowerblue'])\n",
    "    node_trace['marker']['size'] += tuple([5*midsummer.nodes()[node]['size']])\n",
    "    node_trace['text'] += tuple(['<b>' + node + '</b>'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
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       "                        {\"responsive\": true}\n",
       "                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('c8c5ed05-1443-4068-9fee-91354d35fbd4');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
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       "        if (!display || display === 'none') {{\n",
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       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
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       "var notebookContainer = gd.closest('#notebook-container');\n",
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       "    x.observe(outputEl, {childList: true});\n",
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     },
     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "text/plain": [
       "'midsummer_network.html'"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "layout = go.Layout(\n",
    "    paper_bgcolor='rgba(0,0,0,0)',\n",
    "    plot_bgcolor='rgba(0,0,0,0)'\n",
    ")\n",
    "\n",
    "\n",
    "fig = go.Figure(layout = layout)\n",
    "\n",
    "for trace in edge_trace:\n",
    "    fig.add_trace(trace)\n",
    "\n",
    "fig.add_trace(node_trace)\n",
    "\n",
    "fig.update_layout(showlegend = False)\n",
    "\n",
    "fig.update_xaxes(showticklabels = False)\n",
    "\n",
    "fig.update_yaxes(showticklabels = False)\n",
    "\n",
    "fig.show()\n",
    "py.plot(fig, filename='midsummer_network.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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