Step2-GenerateFeatureSets.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Creating feature sets about the sonnets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Where is the corpus?\n",
    "corpus_folder='corpus'\n",
    "metadata_fn='corpus/metadata.txt'\n",
    "dir_featuresets='featuresets'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "# importing\n",
    "import pandas as pd,os\n",
    "pd.set_option('display.max_columns', None)\n",
    "pd.set_option('display.max_rows', 5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading metadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sample_name</th>\n",
       "      <th>group</th>\n",
       "      <th>title</th>\n",
       "      <th>author</th>\n",
       "      <th>year</th>\n",
       "      <th>l</th>\n",
       "      <th>num_lines</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fn</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>corpus/Sonnets/Z300342466.txt</th>\n",
       "      <td>Sonnets</td>\n",
       "      <td>1600-1624</td>\n",
       "      <td>[i]  [The Instabilitie of Mortall Glorie.]</td>\n",
       "      <td>Drummond, William, 1585-1649</td>\n",
       "      <td>1913</td>\n",
       "      <td>Proude Obeliskes, Tombes of the vastest frame,</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/Sonnets/Z200273009.txt</th>\n",
       "      <td>Sonnets</td>\n",
       "      <td>1600-1624</td>\n",
       "      <td>Sonnet, XIIII.  [Lord, my dryrie foes, why doe...</td>\n",
       "      <td>Barnfield, Richard, 1574-1627</td>\n",
       "      <td>1594</td>\n",
       "      <td>Me for to ruinate, sundry be couetous.</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/NotSonnets/Z300202663.txt</th>\n",
       "      <td>NotSonnets</td>\n",
       "      <td>1950-1974</td>\n",
       "      <td>Corrected Review: THEREISATREEMOREANCIENTTHANEDEN</td>\n",
       "      <td>Harper, Michael S., 1938-</td>\n",
       "      <td>1970</td>\n",
       "      <td>achieved in the imagination conjured,</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/NotSonnets/Z400358659.txt</th>\n",
       "      <td>NotSonnets</td>\n",
       "      <td>1950-1974</td>\n",
       "      <td>ENDYMION</td>\n",
       "      <td>Grossman, Allen, 1932-</td>\n",
       "      <td>1986</td>\n",
       "      <td>To fight the crocodile you must be young.</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1300 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 sample_name      group  \\\n",
       "fn                                                        \n",
       "corpus/Sonnets/Z300342466.txt        Sonnets  1600-1624   \n",
       "corpus/Sonnets/Z200273009.txt        Sonnets  1600-1624   \n",
       "...                                      ...        ...   \n",
       "corpus/NotSonnets/Z300202663.txt  NotSonnets  1950-1974   \n",
       "corpus/NotSonnets/Z400358659.txt  NotSonnets  1950-1974   \n",
       "\n",
       "                                                                              title  \\\n",
       "fn                                                                                    \n",
       "corpus/Sonnets/Z300342466.txt            [i]  [The Instabilitie of Mortall Glorie.]   \n",
       "corpus/Sonnets/Z200273009.txt     Sonnet, XIIII.  [Lord, my dryrie foes, why doe...   \n",
       "...                                                                             ...   \n",
       "corpus/NotSonnets/Z300202663.txt  Corrected Review: THEREISATREEMOREANCIENTTHANEDEN   \n",
       "corpus/NotSonnets/Z400358659.txt                                           ENDYMION   \n",
       "\n",
       "                                                         author  year  \\\n",
       "fn                                                                      \n",
       "corpus/Sonnets/Z300342466.txt      Drummond, William, 1585-1649  1913   \n",
       "corpus/Sonnets/Z200273009.txt     Barnfield, Richard, 1574-1627  1594   \n",
       "...                                                         ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      Harper, Michael S., 1938-  1970   \n",
       "corpus/NotSonnets/Z400358659.txt         Grossman, Allen, 1932-  1986   \n",
       "\n",
       "                                                                               l  \\\n",
       "fn                                                                                 \n",
       "corpus/Sonnets/Z300342466.txt     Proude Obeliskes, Tombes of the vastest frame,   \n",
       "corpus/Sonnets/Z200273009.txt             Me for to ruinate, sundry be couetous.   \n",
       "...                                                                          ...   \n",
       "corpus/NotSonnets/Z300202663.txt           achieved in the imagination conjured,   \n",
       "corpus/NotSonnets/Z400358659.txt       To fight the crocodile you must be young.   \n",
       "\n",
       "                                  num_lines  \n",
       "fn                                           \n",
       "corpus/Sonnets/Z300342466.txt            14  \n",
       "corpus/Sonnets/Z200273009.txt            16  \n",
       "...                                     ...  \n",
       "corpus/NotSonnets/Z300202663.txt         29  \n",
       "corpus/NotSonnets/Z400358659.txt         43  \n",
       "\n",
       "[1300 rows x 7 columns]"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# loading metadata\n",
    "df=pd.read_csv(metadata_fn,encoding='utf-8',sep='\\t')\n",
    "df['fn']=[os.path.join(corpus_folder,row['sample_name'],row['idz']+'.txt') for ind,row in df.iterrows()]\n",
    "df['l']=[unicode(l).replace('&indent;','') for l in df['l']]\n",
    "df=df[['sample_name','group','fn','title','author','year','l','num_lines']].set_index('fn')\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Featureset #1: Poesy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "import codecs,os\n",
    "from poesy import Poem,product,scheme2edges\n",
    "\n",
    "def do_get_feats(fn):\n",
    "    print '>>',fn,'...'\n",
    "    try:\n",
    "        with codecs.open(fn,encoding='utf-8') as f: txt=f.read()\n",
    "        print '~~'\n",
    "        print txt\n",
    "        print '~~'\n",
    "        poem=Poem(txt)\n",
    "        statd=poem.statd\n",
    "        statd['fn']=fn\n",
    "        \n",
    "        # convert list to feats\n",
    "        if statd['rhyme_schemes']:\n",
    "           for (schemename,schemevals),acc in statd['rhyme_schemes']:\n",
    "               statd['rhyme_scheme_acc_'+schemename]=acc\n",
    "        del statd['rhyme_schemes']\n",
    "        \n",
    "        for l1,l2 in sorted(scheme2edges(poem.rhyme_ids)):\n",
    "            statd['rhymes_l{0}-l{1}'.format(str(l1+1).zfill(2),str(l2+1).zfill(2))]=1\n",
    "        return statd\n",
    "    except AttributeError:\n",
    "        return {}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ">> corpus/Sonnets/Z300342466.txt ...\n",
      "~~\n",
      "Triumphant Arches, Statues crowned with Baize,\n",
      "Proud Obeliskes, Tombes of the vastest frame,\n",
      "Colosses, brazen Atlases of Fame,\n",
      "Phanes vainly built to vain Idols praise;\n",
      "States, which vnsatiate Mindes in blood do raise,\n",
      "From the Crosse-starres unto the Articke Teame,\n",
      "Alas! and what we write to keep our Name,\n",
      "Like Spiders Caules are made the sport of Days:\n",
      "All only constant is in constant Change,\n",
      "What done is, is undone, and when undone,\n",
      "Into some other figure doth it range;\n",
      "Thus moves the restless World beneath the Moon:\n",
      "    Wherefore (my Minde) above Time, Motion, Place,\n",
      "    Thee raise, and Steppes, not reached by Nature trace.\n",
      "~~\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'beat_scheme': (5,),\n",
       " 'beat_scheme_diff': 12,\n",
       " 'beat_scheme_length': 1,\n",
       " 'beat_scheme_repr': 'Pentameter',\n",
       " 'beat_scheme_type': 'Invariable',\n",
       " 'fn': u'corpus/Sonnets/Z300342466.txt',\n",
       " 'meter_ambiguity': 2.357142857142857,\n",
       " 'meter_constraint_TOTAL': 0.12598425196850394,\n",
       " 'meter_constraint_footmin-f-resolution': 0.007874015748031496,\n",
       " 'meter_constraint_footmin-w-resolution': 0.0,\n",
       " 'meter_constraint_strength_w=>-p': 0.0,\n",
       " 'meter_constraint_stress_s=>-u': 0.031496062992125984,\n",
       " 'meter_constraint_stress_w=>-p': 0.08661417322834646,\n",
       " 'meter_length_avg_line': 9.357142857142858,\n",
       " 'meter_length_avg_parse': 9.357142857142858,\n",
       " 'meter_mpos_s': 0.4881889763779528,\n",
       " 'meter_mpos_ss': 0.015748031496062992,\n",
       " 'meter_mpos_w': 0.48031496062992124,\n",
       " 'meter_mpos_ww': 0.015748031496062992,\n",
       " 'meter_perc_lines_ending_s': 0.9285714285714286,\n",
       " 'meter_perc_lines_ending_w': 0.07142857142857142,\n",
       " 'meter_perc_lines_fourthpos_s': 0.8571428571428571,\n",
       " 'meter_perc_lines_fourthpos_w': 0.14285714285714285,\n",
       " 'meter_perc_lines_starting_s': 0.14285714285714285,\n",
       " 'meter_perc_lines_starting_w': 0.8571428571428571,\n",
       " 'meter_type_foot': 'binary',\n",
       " 'meter_type_head': 'final',\n",
       " 'meter_type_scheme': 'iambic',\n",
       " 'num_lines': 14,\n",
       " 'rhyme_scheme': ('Sonnet I', 'abba cddc effegg'),\n",
       " 'rhyme_scheme_acc_Sonnet G': 0.2857142857142857,\n",
       " 'rhyme_scheme_acc_Sonnet H': 0.5454545454545454,\n",
       " 'rhyme_scheme_acc_Sonnet I': 0.5555555555555556,\n",
       " 'rhyme_scheme_acc_Sonnet, Petrarchan B': 0.3157894736842105,\n",
       " 'rhyme_scheme_acc_Sonnet, Petrarchan D': 0.4666666666666667,\n",
       " 'rhyme_scheme_accuracy': 0.5555555555555556,\n",
       " 'rhyme_scheme_form': 'abba cddc effegg',\n",
       " 'rhyme_scheme_name': 'Sonnet I',\n",
       " 'rhymes_l01-l04': 1,\n",
       " 'rhymes_l02-l03': 1,\n",
       " 'rhymes_l05-l08': 1,\n",
       " 'rhymes_l06-l07': 1,\n",
       " 'rhymes_l09-l11': 1,\n",
       " 'rhymes_l10-l12': 1,\n",
       " 'rhymes_l13-l14': 1,\n",
       " 'syll_scheme': (10,),\n",
       " 'syll_scheme_diff': 9,\n",
       " 'syll_scheme_length': 1,\n",
       " 'syll_scheme_repr': 10,\n",
       " 'syll_scheme_type': 'Invariable'}"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "do_get_feats(df.index[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "# This function saved in poesy_process.py\n",
    "# I then execute this function using MPI parallel processing through 'slingshot'\n",
    "# slingshot = https://github.com/quadrismegistus/mpi-slingshot\n",
    "\n",
    "#!slingshot -sling poesy_process.py -stone do_get_feats -path corpus/metadata.txt -pathkey fn -savedir data_poesy -parallel 16\n",
    "# last run: 2/11 18:20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Tabulated results saved in data_nlp/results.txt\n",
    "df_feats_poesy=pd.read_csv('data_poesy/results.txt',encoding='utf-8',sep='\\t')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_feats_poesy['fn']=[unicode(fn).replace('/Users/ryan/DH/poetry/classification/','') for fn in df_feats_poesy['fn']]\n",
    "df_feats_poesy=df_feats_poesy.set_index('fn')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>_path</th>\n",
       "      <th>beat_scheme</th>\n",
       "      <th>beat_scheme_diff</th>\n",
       "      <th>beat_scheme_length</th>\n",
       "      <th>beat_scheme_repr</th>\n",
       "      <th>beat_scheme_type</th>\n",
       "      <th>meter_ambiguity</th>\n",
       "      <th>meter_constraint_TOTAL</th>\n",
       "      <th>meter_constraint_footmin-f-resolution</th>\n",
       "      <th>meter_constraint_footmin-w-resolution</th>\n",
       "      <th>meter_constraint_strength_w=&gt;-p</th>\n",
       "      <th>meter_constraint_stress_s=&gt;-u</th>\n",
       "      <th>meter_constraint_stress_w=&gt;-p</th>\n",
       "      <th>meter_length_avg_line</th>\n",
       "      <th>meter_length_avg_parse</th>\n",
       "      <th>meter_mpos_s</th>\n",
       "      <th>meter_mpos_ss</th>\n",
       "      <th>meter_mpos_w</th>\n",
       "      <th>meter_mpos_ww</th>\n",
       "      <th>meter_perc_lines_ending_s</th>\n",
       "      <th>meter_perc_lines_ending_w</th>\n",
       "      <th>meter_perc_lines_fourthpos_</th>\n",
       "      <th>meter_perc_lines_fourthpos_s</th>\n",
       "      <th>meter_perc_lines_fourthpos_w</th>\n",
       "      <th>meter_perc_lines_starting_s</th>\n",
       "      <th>meter_perc_lines_starting_w</th>\n",
       "      <th>meter_type_foot</th>\n",
       "      <th>meter_type_head</th>\n",
       "      <th>meter_type_scheme</th>\n",
       "      <th>num_lines</th>\n",
       "      <th>rhyme_scheme</th>\n",
       "      <th>rhyme_scheme_acc_4-Rhyme</th>\n",
       "      <th>rhyme_scheme_acc_Alternating A</th>\n",
       "      <th>rhyme_scheme_acc_Alternating B</th>\n",
       "      <th>rhyme_scheme_acc_Alternating D</th>\n",
       "      <th>rhyme_scheme_acc_Alternating E</th>\n",
       "      <th>rhyme_scheme_acc_Aternating C</th>\n",
       "      <th>rhyme_scheme_acc_Couplet</th>\n",
       "      <th>rhyme_scheme_acc_Enclosed Rhyme</th>\n",
       "      <th>rhyme_scheme_acc_Monk'S Tale Stanza</th>\n",
       "      <th>rhyme_scheme_acc_Octet</th>\n",
       "      <th>rhyme_scheme_acc_Ottava Rima</th>\n",
       "      <th>rhyme_scheme_acc_Quatrain And Triplet</th>\n",
       "      <th>rhyme_scheme_acc_Rhyme Royal</th>\n",
       "      <th>rhyme_scheme_acc_Scottish Stanza</th>\n",
       "      <th>rhyme_scheme_acc_Sestet A</th>\n",
       "      <th>rhyme_scheme_acc_Sestet B</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet A</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet B</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet C</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet D</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet E</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet F</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet G</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet H</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet I</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet J</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet, Petrarchan A</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet, Petrarchan B</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet, Petrarchan C</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet, Petrarchan D</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet, Petrarchan E</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet, Shakespearean</th>\n",
       "      <th>rhyme_scheme_acc_Sonnet, Spenserian</th>\n",
       "      <th>rhyme_scheme_acc_Spenserian Stanza</th>\n",
       "      <th>rhyme_scheme_acc_Triplet</th>\n",
       "      <th>rhyme_scheme_accuracy</th>\n",
       "      <th>rhyme_scheme_form</th>\n",
       "      <th>rhyme_scheme_name</th>\n",
       "      <th>rhymes_l01-l02</th>\n",
       "      <th>rhymes_l01-l03</th>\n",
       "      <th>rhymes_l01-l04</th>\n",
       "      <th>rhymes_l01-l05</th>\n",
       "      <th>rhymes_l01-l06</th>\n",
       "      <th>rhymes_l01-l07</th>\n",
       "      <th>rhymes_l01-l08</th>\n",
       "      <th>rhymes_l01-l09</th>\n",
       "      <th>rhymes_l01-l10</th>\n",
       "      <th>rhymes_l01-l11</th>\n",
       "      <th>rhymes_l01-l12</th>\n",
       "      <th>rhymes_l01-l13</th>\n",
       "      <th>rhymes_l01-l14</th>\n",
       "      <th>rhymes_l02-l03</th>\n",
       "      <th>rhymes_l02-l04</th>\n",
       "      <th>rhymes_l02-l05</th>\n",
       "      <th>rhymes_l02-l06</th>\n",
       "      <th>rhymes_l02-l07</th>\n",
       "      <th>rhymes_l02-l08</th>\n",
       "      <th>rhymes_l02-l09</th>\n",
       "      <th>rhymes_l02-l10</th>\n",
       "      <th>rhymes_l02-l11</th>\n",
       "      <th>rhymes_l02-l12</th>\n",
       "      <th>rhymes_l02-l13</th>\n",
       "      <th>rhymes_l02-l14</th>\n",
       "      <th>rhymes_l03-l04</th>\n",
       "      <th>rhymes_l03-l05</th>\n",
       "      <th>rhymes_l03-l06</th>\n",
       "      <th>rhymes_l03-l07</th>\n",
       "      <th>rhymes_l03-l08</th>\n",
       "      <th>rhymes_l03-l09</th>\n",
       "      <th>rhymes_l03-l10</th>\n",
       "      <th>rhymes_l03-l11</th>\n",
       "      <th>rhymes_l03-l12</th>\n",
       "      <th>rhymes_l03-l13</th>\n",
       "      <th>rhymes_l03-l14</th>\n",
       "      <th>rhymes_l04-l05</th>\n",
       "      <th>rhymes_l04-l06</th>\n",
       "      <th>rhymes_l04-l07</th>\n",
       "      <th>rhymes_l04-l08</th>\n",
       "      <th>rhymes_l04-l09</th>\n",
       "      <th>rhymes_l04-l10</th>\n",
       "      <th>rhymes_l04-l11</th>\n",
       "      <th>rhymes_l04-l12</th>\n",
       "      <th>rhymes_l04-l13</th>\n",
       "      <th>rhymes_l04-l14</th>\n",
       "      <th>rhymes_l05-l06</th>\n",
       "      <th>rhymes_l05-l07</th>\n",
       "      <th>rhymes_l05-l08</th>\n",
       "      <th>rhymes_l05-l09</th>\n",
       "      <th>rhymes_l05-l10</th>\n",
       "      <th>rhymes_l05-l11</th>\n",
       "      <th>rhymes_l05-l12</th>\n",
       "      <th>rhymes_l05-l13</th>\n",
       "      <th>rhymes_l05-l14</th>\n",
       "      <th>rhymes_l06-l07</th>\n",
       "      <th>rhymes_l06-l08</th>\n",
       "      <th>rhymes_l06-l09</th>\n",
       "      <th>rhymes_l06-l10</th>\n",
       "      <th>rhymes_l06-l11</th>\n",
       "      <th>rhymes_l06-l12</th>\n",
       "      <th>rhymes_l06-l13</th>\n",
       "      <th>rhymes_l06-l14</th>\n",
       "      <th>rhymes_l07-l08</th>\n",
       "      <th>rhymes_l07-l09</th>\n",
       "      <th>rhymes_l07-l10</th>\n",
       "      <th>rhymes_l07-l11</th>\n",
       "      <th>rhymes_l07-l12</th>\n",
       "      <th>rhymes_l07-l13</th>\n",
       "      <th>rhymes_l07-l14</th>\n",
       "      <th>rhymes_l08-l09</th>\n",
       "      <th>rhymes_l08-l10</th>\n",
       "      <th>rhymes_l08-l11</th>\n",
       "      <th>rhymes_l08-l12</th>\n",
       "      <th>rhymes_l08-l13</th>\n",
       "      <th>rhymes_l08-l14</th>\n",
       "      <th>rhymes_l09-l10</th>\n",
       "      <th>rhymes_l09-l11</th>\n",
       "      <th>rhymes_l09-l12</th>\n",
       "      <th>rhymes_l09-l13</th>\n",
       "      <th>rhymes_l09-l14</th>\n",
       "      <th>rhymes_l10-l11</th>\n",
       "      <th>rhymes_l10-l12</th>\n",
       "      <th>rhymes_l10-l13</th>\n",
       "      <th>rhymes_l10-l14</th>\n",
       "      <th>rhymes_l11-l12</th>\n",
       "      <th>rhymes_l11-l13</th>\n",
       "      <th>rhymes_l11-l14</th>\n",
       "      <th>rhymes_l12-l13</th>\n",
       "      <th>rhymes_l12-l14</th>\n",
       "      <th>rhymes_l13-l14</th>\n",
       "      <th>syll_scheme</th>\n",
       "      <th>syll_scheme_diff</th>\n",
       "      <th>syll_scheme_length</th>\n",
       "      <th>syll_scheme_repr</th>\n",
       "      <th>syll_scheme_type</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fn</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>corpus/Sonnets/Z200383337.txt</th>\n",
       "      <td>corpus/Sonnets/Z200383337.txt</td>\n",
       "      <td>[4, 5, 5, 5, 5, 5, 5]</td>\n",
       "      <td>7.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>Complex (4-5-5-5-5-5-5)</td>\n",
       "      <td>Complex</td>\n",
       "      <td>1.857143</td>\n",
       "      <td>0.084615</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.046154</td>\n",
       "      <td>9.571429</td>\n",
       "      <td>9.571429</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.469231</td>\n",
       "      <td>0.030769</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.928571</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>binary</td>\n",
       "      <td>final</td>\n",
       "      <td>iambic</td>\n",
       "      <td>14.0</td>\n",
       "      <td>[u'Sonnet, Shakespearean', u'abab cdcd efefgg']</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>abab cdcd efefgg</td>\n",
       "      <td>Sonnet, Shakespearean</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[10]</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>10</td>\n",
       "      <td>Invariable</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/Sonnets/Z200344679.txt</th>\n",
       "      <td>corpus/Sonnets/Z200344679.txt</td>\n",
       "      <td>[5]</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Pentameter</td>\n",
       "      <td>Invariable</td>\n",
       "      <td>2.357143</td>\n",
       "      <td>0.103704</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.051852</td>\n",
       "      <td>0.051852</td>\n",
       "      <td>10.142857</td>\n",
       "      <td>10.142857</td>\n",
       "      <td>0.503704</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.051852</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.785714</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.785714</td>\n",
       "      <td>binary</td>\n",
       "      <td>final</td>\n",
       "      <td>iambic</td>\n",
       "      <td>14.0</td>\n",
       "      <td>[u'Sonnet I', u'abba cddc effegg']</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.555555555556</td>\n",
       "      <td>abba cddc effegg</td>\n",
       "      <td>Sonnet I</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[10]</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>10</td>\n",
       "      <td>Invariable</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/NotSonnets/Z200137556.txt</th>\n",
       "      <td>corpus/NotSonnets/Z200137556.txt</td>\n",
       "      <td>[6, 5, 5, 5, 5, 4, 4]</td>\n",
       "      <td>11.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>Complex (6-5-5-5-5-4-4)</td>\n",
       "      <td>Complex</td>\n",
       "      <td>3.071429</td>\n",
       "      <td>0.173228</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.078740</td>\n",
       "      <td>0.094488</td>\n",
       "      <td>9.642857</td>\n",
       "      <td>9.642857</td>\n",
       "      <td>0.480315</td>\n",
       "      <td>0.015748</td>\n",
       "      <td>0.456693</td>\n",
       "      <td>0.047244</td>\n",
       "      <td>0.642857</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>binary</td>\n",
       "      <td>final</td>\n",
       "      <td>iambic</td>\n",
       "      <td>14.0</td>\n",
       "      <td>[u'Sonnet, Spenserian', u'abab bcbc cdcdee']</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.263158</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.263158</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.263157894737</td>\n",
       "      <td>abab bcbc cdcdee</td>\n",
       "      <td>Sonnet, Spenserian</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[12, 10, 8, 12, 10, 8, 8]</td>\n",
       "      <td>12.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>Complex (12-10-8-12-10-8-8)</td>\n",
       "      <td>Complex</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/NotSonnets/Z400536301.txt</th>\n",
       "      <td>corpus/NotSonnets/Z400536301.txt</td>\n",
       "      <td>[4]</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Tetrameter</td>\n",
       "      <td>Invariable</td>\n",
       "      <td>2.214286</td>\n",
       "      <td>0.158879</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.084112</td>\n",
       "      <td>0.074766</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>0.504673</td>\n",
       "      <td>0.009346</td>\n",
       "      <td>0.448598</td>\n",
       "      <td>0.037383</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.928571</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.642857</td>\n",
       "      <td>binary</td>\n",
       "      <td>final</td>\n",
       "      <td>iambic</td>\n",
       "      <td>14.0</td>\n",
       "      <td>[u'Sonnet I', u'abba cddc effegg']</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.3125</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.857142857143</td>\n",
       "      <td>abba cddc effegg</td>\n",
       "      <td>Sonnet I</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[8]</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>8</td>\n",
       "      <td>Invariable</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1300 rows × 165 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                             _path  \\\n",
       "fn                                                                   \n",
       "corpus/Sonnets/Z200383337.txt        corpus/Sonnets/Z200383337.txt   \n",
       "corpus/Sonnets/Z200344679.txt        corpus/Sonnets/Z200344679.txt   \n",
       "...                                                            ...   \n",
       "corpus/NotSonnets/Z200137556.txt  corpus/NotSonnets/Z200137556.txt   \n",
       "corpus/NotSonnets/Z400536301.txt  corpus/NotSonnets/Z400536301.txt   \n",
       "\n",
       "                                            beat_scheme  beat_scheme_diff  \\\n",
       "fn                                                                          \n",
       "corpus/Sonnets/Z200383337.txt     [4, 5, 5, 5, 5, 5, 5]               7.0   \n",
       "corpus/Sonnets/Z200344679.txt                       [5]               8.0   \n",
       "...                                                 ...               ...   \n",
       "corpus/NotSonnets/Z200137556.txt  [6, 5, 5, 5, 5, 4, 4]              11.0   \n",
       "corpus/NotSonnets/Z400536301.txt                    [4]               2.0   \n",
       "\n",
       "                                  beat_scheme_length         beat_scheme_repr  \\\n",
       "fn                                                                              \n",
       "corpus/Sonnets/Z200383337.txt                    7.0  Complex (4-5-5-5-5-5-5)   \n",
       "corpus/Sonnets/Z200344679.txt                    1.0               Pentameter   \n",
       "...                                              ...                      ...   \n",
       "corpus/NotSonnets/Z200137556.txt                 7.0  Complex (6-5-5-5-5-4-4)   \n",
       "corpus/NotSonnets/Z400536301.txt                 1.0               Tetrameter   \n",
       "\n",
       "                                 beat_scheme_type  meter_ambiguity  \\\n",
       "fn                                                                   \n",
       "corpus/Sonnets/Z200383337.txt             Complex         1.857143   \n",
       "corpus/Sonnets/Z200344679.txt          Invariable         2.357143   \n",
       "...                                           ...              ...   \n",
       "corpus/NotSonnets/Z200137556.txt          Complex         3.071429   \n",
       "corpus/NotSonnets/Z400536301.txt       Invariable         2.214286   \n",
       "\n",
       "                                  meter_constraint_TOTAL  \\\n",
       "fn                                                         \n",
       "corpus/Sonnets/Z200383337.txt                   0.084615   \n",
       "corpus/Sonnets/Z200344679.txt                   0.103704   \n",
       "...                                                  ...   \n",
       "corpus/NotSonnets/Z200137556.txt                0.173228   \n",
       "corpus/NotSonnets/Z400536301.txt                0.158879   \n",
       "\n",
       "                                  meter_constraint_footmin-f-resolution  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt                                       0.0   \n",
       "corpus/Sonnets/Z200344679.txt                                       0.0   \n",
       "...                                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                    0.0   \n",
       "corpus/NotSonnets/Z400536301.txt                                    0.0   \n",
       "\n",
       "                                  meter_constraint_footmin-w-resolution  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt                                       0.0   \n",
       "corpus/Sonnets/Z200344679.txt                                       0.0   \n",
       "...                                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                    0.0   \n",
       "corpus/NotSonnets/Z400536301.txt                                    0.0   \n",
       "\n",
       "                                  meter_constraint_strength_w=>-p  \\\n",
       "fn                                                                  \n",
       "corpus/Sonnets/Z200383337.txt                                 0.0   \n",
       "corpus/Sonnets/Z200344679.txt                                 0.0   \n",
       "...                                                           ...   \n",
       "corpus/NotSonnets/Z200137556.txt                              0.0   \n",
       "corpus/NotSonnets/Z400536301.txt                              0.0   \n",
       "\n",
       "                                  meter_constraint_stress_s=>-u  \\\n",
       "fn                                                                \n",
       "corpus/Sonnets/Z200383337.txt                          0.038462   \n",
       "corpus/Sonnets/Z200344679.txt                          0.051852   \n",
       "...                                                         ...   \n",
       "corpus/NotSonnets/Z200137556.txt                       0.078740   \n",
       "corpus/NotSonnets/Z400536301.txt                       0.084112   \n",
       "\n",
       "                                  meter_constraint_stress_w=>-p  \\\n",
       "fn                                                                \n",
       "corpus/Sonnets/Z200383337.txt                          0.046154   \n",
       "corpus/Sonnets/Z200344679.txt                          0.051852   \n",
       "...                                                         ...   \n",
       "corpus/NotSonnets/Z200137556.txt                       0.094488   \n",
       "corpus/NotSonnets/Z400536301.txt                       0.074766   \n",
       "\n",
       "                                  meter_length_avg_line  \\\n",
       "fn                                                        \n",
       "corpus/Sonnets/Z200383337.txt                  9.571429   \n",
       "corpus/Sonnets/Z200344679.txt                 10.142857   \n",
       "...                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt               9.642857   \n",
       "corpus/NotSonnets/Z400536301.txt               8.000000   \n",
       "\n",
       "                                  meter_length_avg_parse  meter_mpos_s  \\\n",
       "fn                                                                       \n",
       "corpus/Sonnets/Z200383337.txt                   9.571429      0.500000   \n",
       "corpus/Sonnets/Z200344679.txt                  10.142857      0.503704   \n",
       "...                                                  ...           ...   \n",
       "corpus/NotSonnets/Z200137556.txt                9.642857      0.480315   \n",
       "corpus/NotSonnets/Z400536301.txt                8.000000      0.504673   \n",
       "\n",
       "                                  meter_mpos_ss  meter_mpos_w  meter_mpos_ww  \\\n",
       "fn                                                                             \n",
       "corpus/Sonnets/Z200383337.txt               NaN      0.469231       0.030769   \n",
       "corpus/Sonnets/Z200344679.txt               NaN      0.444444       0.051852   \n",
       "...                                         ...           ...            ...   \n",
       "corpus/NotSonnets/Z200137556.txt       0.015748      0.456693       0.047244   \n",
       "corpus/NotSonnets/Z400536301.txt       0.009346      0.448598       0.037383   \n",
       "\n",
       "                                  meter_perc_lines_ending_s  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                      0.857143   \n",
       "corpus/Sonnets/Z200344679.txt                      0.857143   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                   0.642857   \n",
       "corpus/NotSonnets/Z400536301.txt                   0.857143   \n",
       "\n",
       "                                  meter_perc_lines_ending_w  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                      0.142857   \n",
       "corpus/Sonnets/Z200344679.txt                      0.142857   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                   0.357143   \n",
       "corpus/NotSonnets/Z400536301.txt                   0.142857   \n",
       "\n",
       "                                  meter_perc_lines_fourthpos_  \\\n",
       "fn                                                              \n",
       "corpus/Sonnets/Z200383337.txt                             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                             NaN   \n",
       "...                                                       ...   \n",
       "corpus/NotSonnets/Z200137556.txt                          NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                          NaN   \n",
       "\n",
       "                                  meter_perc_lines_fourthpos_s  \\\n",
       "fn                                                               \n",
       "corpus/Sonnets/Z200383337.txt                         0.928571   \n",
       "corpus/Sonnets/Z200344679.txt                         0.785714   \n",
       "...                                                        ...   \n",
       "corpus/NotSonnets/Z200137556.txt                      0.500000   \n",
       "corpus/NotSonnets/Z400536301.txt                      0.928571   \n",
       "\n",
       "                                  meter_perc_lines_fourthpos_w  \\\n",
       "fn                                                               \n",
       "corpus/Sonnets/Z200383337.txt                         0.071429   \n",
       "corpus/Sonnets/Z200344679.txt                         0.214286   \n",
       "...                                                        ...   \n",
       "corpus/NotSonnets/Z200137556.txt                      0.500000   \n",
       "corpus/NotSonnets/Z400536301.txt                      0.071429   \n",
       "\n",
       "                                  meter_perc_lines_starting_s  \\\n",
       "fn                                                              \n",
       "corpus/Sonnets/Z200383337.txt                        0.142857   \n",
       "corpus/Sonnets/Z200344679.txt                        0.214286   \n",
       "...                                                       ...   \n",
       "corpus/NotSonnets/Z200137556.txt                     0.285714   \n",
       "corpus/NotSonnets/Z400536301.txt                     0.357143   \n",
       "\n",
       "                                  meter_perc_lines_starting_w meter_type_foot  \\\n",
       "fn                                                                              \n",
       "corpus/Sonnets/Z200383337.txt                        0.857143          binary   \n",
       "corpus/Sonnets/Z200344679.txt                        0.785714          binary   \n",
       "...                                                       ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt                     0.714286          binary   \n",
       "corpus/NotSonnets/Z400536301.txt                     0.642857          binary   \n",
       "\n",
       "                                 meter_type_head meter_type_scheme  num_lines  \\\n",
       "fn                                                                              \n",
       "corpus/Sonnets/Z200383337.txt              final            iambic       14.0   \n",
       "corpus/Sonnets/Z200344679.txt              final            iambic       14.0   \n",
       "...                                          ...               ...        ...   \n",
       "corpus/NotSonnets/Z200137556.txt           final            iambic       14.0   \n",
       "corpus/NotSonnets/Z400536301.txt           final            iambic       14.0   \n",
       "\n",
       "                                                                     rhyme_scheme  \\\n",
       "fn                                                                                  \n",
       "corpus/Sonnets/Z200383337.txt     [u'Sonnet, Shakespearean', u'abab cdcd efefgg']   \n",
       "corpus/Sonnets/Z200344679.txt                  [u'Sonnet I', u'abba cddc effegg']   \n",
       "...                                                                           ...   \n",
       "corpus/NotSonnets/Z200137556.txt     [u'Sonnet, Spenserian', u'abab bcbc cdcdee']   \n",
       "corpus/NotSonnets/Z400536301.txt               [u'Sonnet I', u'abba cddc effegg']   \n",
       "\n",
       "                                  rhyme_scheme_acc_4-Rhyme  \\\n",
       "fn                                                           \n",
       "corpus/Sonnets/Z200383337.txt                          NaN   \n",
       "corpus/Sonnets/Z200344679.txt                          NaN   \n",
       "...                                                    ...   \n",
       "corpus/NotSonnets/Z200137556.txt                       NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                       NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Alternating A  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                                NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                NaN   \n",
       "...                                                          ...   \n",
       "corpus/NotSonnets/Z200137556.txt                             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                             NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Alternating B  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                                NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                NaN   \n",
       "...                                                          ...   \n",
       "corpus/NotSonnets/Z200137556.txt                             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                             NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Alternating D  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                                NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                NaN   \n",
       "...                                                          ...   \n",
       "corpus/NotSonnets/Z200137556.txt                             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                             NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Alternating E  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                                NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                NaN   \n",
       "...                                                          ...   \n",
       "corpus/NotSonnets/Z200137556.txt                             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                             NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Aternating C  \\\n",
       "fn                                                                \n",
       "corpus/Sonnets/Z200383337.txt                               NaN   \n",
       "corpus/Sonnets/Z200344679.txt                               NaN   \n",
       "...                                                         ...   \n",
       "corpus/NotSonnets/Z200137556.txt                            NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                            NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Couplet  \\\n",
       "fn                                                           \n",
       "corpus/Sonnets/Z200383337.txt                          NaN   \n",
       "corpus/Sonnets/Z200344679.txt                          NaN   \n",
       "...                                                    ...   \n",
       "corpus/NotSonnets/Z200137556.txt                       NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                       NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Enclosed Rhyme  \\\n",
       "fn                                                                  \n",
       "corpus/Sonnets/Z200383337.txt                                 NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                 NaN   \n",
       "...                                                           ...   \n",
       "corpus/NotSonnets/Z200137556.txt                              NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                              NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Monk'S Tale Stanza  \\\n",
       "fn                                                                      \n",
       "corpus/Sonnets/Z200383337.txt                                     NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                     NaN   \n",
       "...                                                               ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                  NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                                  NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Octet  \\\n",
       "fn                                                         \n",
       "corpus/Sonnets/Z200383337.txt                        NaN   \n",
       "corpus/Sonnets/Z200344679.txt                        NaN   \n",
       "...                                                  ...   \n",
       "corpus/NotSonnets/Z200137556.txt                     NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                     NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Ottava Rima  \\\n",
       "fn                                                               \n",
       "corpus/Sonnets/Z200383337.txt                              NaN   \n",
       "corpus/Sonnets/Z200344679.txt                              NaN   \n",
       "...                                                        ...   \n",
       "corpus/NotSonnets/Z200137556.txt                           NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                           NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Quatrain And Triplet  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt                                  0.466667   \n",
       "corpus/Sonnets/Z200344679.txt                                       NaN   \n",
       "...                                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                    NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                                    NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Rhyme Royal  \\\n",
       "fn                                                               \n",
       "corpus/Sonnets/Z200383337.txt                              NaN   \n",
       "corpus/Sonnets/Z200344679.txt                              NaN   \n",
       "...                                                        ...   \n",
       "corpus/NotSonnets/Z200137556.txt                           NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                           NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Scottish Stanza  \\\n",
       "fn                                                                   \n",
       "corpus/Sonnets/Z200383337.txt                                  NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                  NaN   \n",
       "...                                                            ...   \n",
       "corpus/NotSonnets/Z200137556.txt                               NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                               NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sestet A  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sestet B  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet A  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                      0.545455   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet B  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                      0.555556   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet C  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet D  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet E  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet F  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet G  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                      0.384615   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                   0.307692   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet H  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                      0.307692   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                   0.333333   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet I  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                      0.555556   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                        NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                   0.857143   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet J  \\\n",
       "fn                                                            \n",
       "corpus/Sonnets/Z200383337.txt                           NaN   \n",
       "corpus/Sonnets/Z200344679.txt                           NaN   \n",
       "...                                                     ...   \n",
       "corpus/NotSonnets/Z200137556.txt                   0.222222   \n",
       "corpus/NotSonnets/Z400536301.txt                        NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet, Petrarchan A  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt                                       NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                  0.466667   \n",
       "...                                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                    NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                               0.312500   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet, Petrarchan B  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt                                       NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                       NaN   \n",
       "...                                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt                               0.227273   \n",
       "corpus/NotSonnets/Z400536301.txt                                    NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet, Petrarchan C  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt                                       NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                  0.368421   \n",
       "...                                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                    NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                                    NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet, Petrarchan D  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt                                       NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                       NaN   \n",
       "...                                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt                               0.263158   \n",
       "corpus/NotSonnets/Z400536301.txt                                    NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet, Petrarchan E  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt                                       NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                       NaN   \n",
       "...                                                                 ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                    NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                                 0.3125   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet, Shakespearean  \\\n",
       "fn                                                                         \n",
       "corpus/Sonnets/Z200383337.txt                                   1.000000   \n",
       "corpus/Sonnets/Z200344679.txt                                        NaN   \n",
       "...                                                                  ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                0.230769   \n",
       "corpus/NotSonnets/Z400536301.txt                                     NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Sonnet, Spenserian  \\\n",
       "fn                                                                      \n",
       "corpus/Sonnets/Z200383337.txt                                0.466667   \n",
       "corpus/Sonnets/Z200344679.txt                                     NaN   \n",
       "...                                                               ...   \n",
       "corpus/NotSonnets/Z200137556.txt                             0.263158   \n",
       "corpus/NotSonnets/Z400536301.txt                                  NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Spenserian Stanza  \\\n",
       "fn                                                                     \n",
       "corpus/Sonnets/Z200383337.txt                                    NaN   \n",
       "corpus/Sonnets/Z200344679.txt                                    NaN   \n",
       "...                                                              ...   \n",
       "corpus/NotSonnets/Z200137556.txt                                 NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                                 NaN   \n",
       "\n",
       "                                  rhyme_scheme_acc_Triplet  \\\n",
       "fn                                                           \n",
       "corpus/Sonnets/Z200383337.txt                          NaN   \n",
       "corpus/Sonnets/Z200344679.txt                          NaN   \n",
       "...                                                    ...   \n",
       "corpus/NotSonnets/Z200137556.txt                       NaN   \n",
       "corpus/NotSonnets/Z400536301.txt                       NaN   \n",
       "\n",
       "                                 rhyme_scheme_accuracy rhyme_scheme_form  \\\n",
       "fn                                                                         \n",
       "corpus/Sonnets/Z200383337.txt                      1.0  abab cdcd efefgg   \n",
       "corpus/Sonnets/Z200344679.txt           0.555555555556  abba cddc effegg   \n",
       "...                                                ...               ...   \n",
       "corpus/NotSonnets/Z200137556.txt        0.263157894737  abab bcbc cdcdee   \n",
       "corpus/NotSonnets/Z400536301.txt        0.857142857143  abba cddc effegg   \n",
       "\n",
       "                                      rhyme_scheme_name  rhymes_l01-l02  \\\n",
       "fn                                                                        \n",
       "corpus/Sonnets/Z200383337.txt     Sonnet, Shakespearean             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                  Sonnet I             NaN   \n",
       "...                                                 ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt     Sonnet, Spenserian             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt               Sonnet I             NaN   \n",
       "\n",
       "                                  rhymes_l01-l03  rhymes_l01-l04  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                1.0             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             1.0   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             1.0   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             1.0   \n",
       "\n",
       "                                  rhymes_l01-l05  rhymes_l01-l06  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l01-l07  rhymes_l01-l08  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l01-l09  rhymes_l01-l10  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l01-l11  rhymes_l01-l12  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l01-l13  rhymes_l01-l14  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l02-l03  rhymes_l02-l04  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             1.0   \n",
       "corpus/Sonnets/Z200344679.txt                1.0             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             1.0             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             1.0             NaN   \n",
       "\n",
       "                                  rhymes_l02-l05  rhymes_l02-l06  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             1.0             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l02-l07  rhymes_l02-l08  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             1.0             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l02-l09  rhymes_l02-l10  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l02-l11  rhymes_l02-l12  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l02-l13  rhymes_l02-l14  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l03-l04  rhymes_l03-l05  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             1.0   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l03-l06  rhymes_l03-l07  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             1.0   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l03-l08  rhymes_l03-l09  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l03-l10  rhymes_l03-l11  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l03-l12  rhymes_l03-l13  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l03-l14  rhymes_l04-l05  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l04-l06  rhymes_l04-l07  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l04-l08  rhymes_l04-l09  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l04-l10  rhymes_l04-l11  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l04-l12  rhymes_l04-l13  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l04-l14  rhymes_l05-l06  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l05-l07  rhymes_l05-l08  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                1.0             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             1.0   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             1.0             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             1.0   \n",
       "\n",
       "                                  rhymes_l05-l09  rhymes_l05-l10  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l05-l11  rhymes_l05-l12  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l05-l13  rhymes_l05-l14  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l06-l07  rhymes_l06-l08  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             1.0   \n",
       "corpus/Sonnets/Z200344679.txt                1.0             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             1.0   \n",
       "corpus/NotSonnets/Z400536301.txt             1.0             NaN   \n",
       "\n",
       "                                  rhymes_l06-l09  rhymes_l06-l10  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l06-l11  rhymes_l06-l12  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l06-l13  rhymes_l06-l14  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l07-l08  rhymes_l07-l09  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l07-l10  rhymes_l07-l11  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l07-l12  rhymes_l07-l13  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l07-l14  rhymes_l08-l09  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l08-l10  rhymes_l08-l11  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l08-l12  rhymes_l08-l13  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l08-l14  rhymes_l09-l10  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l09-l11  rhymes_l09-l12  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                1.0             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             1.0   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             1.0             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             1.0   \n",
       "\n",
       "                                  rhymes_l09-l13  rhymes_l09-l14  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             1.0             1.0   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l10-l11  rhymes_l10-l12  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             1.0   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             1.0   \n",
       "corpus/NotSonnets/Z400536301.txt             1.0             NaN   \n",
       "\n",
       "                                  rhymes_l10-l13  rhymes_l10-l14  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                1.0             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l11-l12  rhymes_l11-l13  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             1.0   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l11-l14  rhymes_l12-l13  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             NaN   \n",
       "corpus/Sonnets/Z200344679.txt                1.0             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             1.0             NaN   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             NaN   \n",
       "\n",
       "                                  rhymes_l12-l14  rhymes_l13-l14  \\\n",
       "fn                                                                 \n",
       "corpus/Sonnets/Z200383337.txt                NaN             1.0   \n",
       "corpus/Sonnets/Z200344679.txt                NaN             NaN   \n",
       "...                                          ...             ...   \n",
       "corpus/NotSonnets/Z200137556.txt             NaN             1.0   \n",
       "corpus/NotSonnets/Z400536301.txt             NaN             1.0   \n",
       "\n",
       "                                                syll_scheme  syll_scheme_diff  \\\n",
       "fn                                                                              \n",
       "corpus/Sonnets/Z200383337.txt                          [10]               6.0   \n",
       "corpus/Sonnets/Z200344679.txt                          [10]               4.0   \n",
       "...                                                     ...               ...   \n",
       "corpus/NotSonnets/Z200137556.txt  [12, 10, 8, 12, 10, 8, 8]              12.0   \n",
       "corpus/NotSonnets/Z400536301.txt                        [8]               2.0   \n",
       "\n",
       "                                  syll_scheme_length  \\\n",
       "fn                                                     \n",
       "corpus/Sonnets/Z200383337.txt                    1.0   \n",
       "corpus/Sonnets/Z200344679.txt                    1.0   \n",
       "...                                              ...   \n",
       "corpus/NotSonnets/Z200137556.txt                 7.0   \n",
       "corpus/NotSonnets/Z400536301.txt                 1.0   \n",
       "\n",
       "                                             syll_scheme_repr syll_scheme_type  \n",
       "fn                                                                              \n",
       "corpus/Sonnets/Z200383337.txt                              10       Invariable  \n",
       "corpus/Sonnets/Z200344679.txt                              10       Invariable  \n",
       "...                                                       ...              ...  \n",
       "corpus/NotSonnets/Z200137556.txt  Complex (12-10-8-12-10-8-8)          Complex  \n",
       "corpus/NotSonnets/Z400536301.txt                            8       Invariable  \n",
       "\n",
       "[1300 rows x 165 columns]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_feats_poesy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "if not os.path.exists(dir_featuresets): os.makedirs(dir_featuresets)\n",
    "df_feats_poesy.to_csv(os.path.join(dir_featuresets,'poesy.txt'),sep='\\t',encoding='utf-8')\n",
    "# last saved: 2/11 19:18"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Featureset #2: Word frequencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "def tokenize_fast(line):\n",
    "    import re\n",
    "    return re.findall(\"[A-Z]{2,}(?![a-z])|[A-Z][a-z]+(?=[A-Z])|[\\'\\w\\-]+\",line.lower())\n",
    "\n",
    "def count_words_fast(path):\n",
    "    from future_builtins import map\n",
    "    from collections import Counter\n",
    "    from itertools import chain\n",
    "    with codecs.open(path,encoding='utf-8',errors='ignore') as f:\n",
    "        return Counter(chain.from_iterable(map(tokenize_fast, f)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "def build_wordfreq_featureset(df,nlargest=1000):\n",
    "    fns=df.index\n",
    "    results = [count_words_fast(fn) for fn in fns]\n",
    "    odf=pd.DataFrame(results).fillna(0)\n",
    "    top_cols=odf.sum(0).nlargest(nlargest).index\n",
    "    odf=odf[top_cols]\n",
    "    odf['_fn']=fns\n",
    "    return odf.set_index('_fn')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
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       "      <th>behold</th>\n",
       "      <th>brow</th>\n",
       "      <th>change</th>\n",
       "      <th>dust</th>\n",
       "      <th>faint</th>\n",
       "      <th>flower</th>\n",
       "      <th>footnote</th>\n",
       "      <th>grass</th>\n",
       "      <th>i'll</th>\n",
       "      <th>kiss</th>\n",
       "      <th>knows</th>\n",
       "      <th>seas</th>\n",
       "      <th>stream</th>\n",
       "      <th>thousand</th>\n",
       "      <th>ways</th>\n",
       "      <th>wide</th>\n",
       "      <th>world's</th>\n",
       "      <th>year</th>\n",
       "      <th>arise</th>\n",
       "      <th>below</th>\n",
       "      <th>birth</th>\n",
       "      <th>bosom</th>\n",
       "      <th>calm</th>\n",
       "      <th>desire</th>\n",
       "      <th>despair</th>\n",
       "      <th>glad</th>\n",
       "      <th>hills</th>\n",
       "      <th>hours</th>\n",
       "      <th>low</th>\n",
       "      <th>mother</th>\n",
       "      <th>play</th>\n",
       "      <th>sin</th>\n",
       "      <th>throne</th>\n",
       "      <th>times</th>\n",
       "      <th>touch</th>\n",
       "      <th>wait</th>\n",
       "      <th>wave</th>\n",
       "      <th>appear</th>\n",
       "      <th>burn</th>\n",
       "      <th>cast</th>\n",
       "      <th>doubt</th>\n",
       "      <th>few</th>\n",
       "      <th>flow</th>\n",
       "      <th>gain</th>\n",
       "      <th>gaze</th>\n",
       "      <th>gray</th>\n",
       "      <th>grow</th>\n",
       "      <th>half</th>\n",
       "      <th>himself</th>\n",
       "      <th>house</th>\n",
       "      <th>lovely</th>\n",
       "      <th>needs</th>\n",
       "      <th>rather</th>\n",
       "      <th>shed</th>\n",
       "      <th>small</th>\n",
       "      <th>star</th>\n",
       "      <th>tender</th>\n",
       "      <th>town</th>\n",
       "      <th>wrong</th>\n",
       "      <th>ancient</th>\n",
       "      <th>brave</th>\n",
       "      <th>fresh</th>\n",
       "      <th>help</th>\n",
       "      <th>morn</th>\n",
       "      <th>shadow</th>\n",
       "      <th>skies</th>\n",
       "      <th>taste</th>\n",
       "      <th>went</th>\n",
       "      <th>aught</th>\n",
       "      <th>cruel</th>\n",
       "      <th>enough</th>\n",
       "      <th>hence</th>\n",
       "      <th>lives</th>\n",
       "      <th>looks</th>\n",
       "      <th>open</th>\n",
       "      <th>path</th>\n",
       "      <th>rare</th>\n",
       "      <th>reign</th>\n",
       "      <th>scene</th>\n",
       "      <th>silver</th>\n",
       "      <th>spread</th>\n",
       "      <th>turned</th>\n",
       "      <th>use</th>\n",
       "      <th>walls</th>\n",
       "      <th>weary</th>\n",
       "      <th>4</th>\n",
       "      <th>bird</th>\n",
       "      <th>bliss</th>\n",
       "      <th>brings</th>\n",
       "      <th>course</th>\n",
       "      <th>distant</th>\n",
       "      <th>ears</th>\n",
       "      <th>gods</th>\n",
       "      <th>hope's</th>\n",
       "      <th>i'm</th>\n",
       "      <th>laid</th>\n",
       "      <th>ocean</th>\n",
       "      <th>pass</th>\n",
       "      <th>scarce</th>\n",
       "      <th>share</th>\n",
       "      <th>strength</th>\n",
       "      <th>therefore</th>\n",
       "      <th>train</th>\n",
       "      <th>tree</th>\n",
       "      <th>want</th>\n",
       "      <th>wisdom</th>\n",
       "      <th>beautiful</th>\n",
       "      <th>began</th>\n",
       "      <th>de</th>\n",
       "      <th>dim</th>\n",
       "      <th>dull</th>\n",
       "      <th>else</th>\n",
       "      <th>fell</th>\n",
       "      <th>flames</th>\n",
       "      <th>foes</th>\n",
       "      <th>forget</th>\n",
       "      <th>held</th>\n",
       "      <th>immortal</th>\n",
       "      <th>maid</th>\n",
       "      <th>mourn</th>\n",
       "      <th>naked</th>\n",
       "      <th>powers</th>\n",
       "      <th>rain</th>\n",
       "      <th>ring</th>\n",
       "      <th>seemed</th>\n",
       "      <th>that's</th>\n",
       "      <th>weak</th>\n",
       "      <th>bless</th>\n",
       "      <th>bold</th>\n",
       "      <th>brought</th>\n",
       "      <th>built</th>\n",
       "      <th>cares</th>\n",
       "      <th>charm</th>\n",
       "      <th>choice</th>\n",
       "      <th>crowned</th>\n",
       "      <th>early</th>\n",
       "      <th>forms</th>\n",
       "      <th>fortune</th>\n",
       "      <th>friendship</th>\n",
       "      <th>grown</th>\n",
       "      <th>hard</th>\n",
       "      <th>heavens</th>\n",
       "      <th>liberty</th>\n",
       "      <th>notes</th>\n",
       "      <th>nought</th>\n",
       "      <th>o'er</th>\n",
       "      <th>rage</th>\n",
       "      <th>slow</th>\n",
       "      <th>try</th>\n",
       "      <th>until</th>\n",
       "      <th>wear</th>\n",
       "      <th>whole</th>\n",
       "      <th>yield</th>\n",
       "      <th>beside</th>\n",
       "      <th>bitter</th>\n",
       "      <th>bound</th>\n",
       "      <th>canst</th>\n",
       "      <th>false</th>\n",
       "      <th>fast</th>\n",
       "      <th>fears</th>\n",
       "      <th>felt</th>\n",
       "      <th>field</th>\n",
       "      <th>fields</th>\n",
       "      <th>fierce</th>\n",
       "      <th>flesh</th>\n",
       "      <th>freedom</th>\n",
       "      <th>generous</th>\n",
       "      <th>gloom</th>\n",
       "      <th>humble</th>\n",
       "      <th>least</th>\n",
       "      <th>lo</th>\n",
       "      <th>ray</th>\n",
       "      <th>rays</th>\n",
       "      <th>river</th>\n",
       "      <th>sake</th>\n",
       "      <th>sent</th>\n",
       "      <th>sit</th>\n",
       "      <th>sometime</th>\n",
       "      <th>songs</th>\n",
       "      <th>spirits</th>\n",
       "      <th>strains</th>\n",
       "      <th>swift</th>\n",
       "      <th>three</th>\n",
       "      <th>together</th>\n",
       "      <th>vast</th>\n",
       "      <th>virtues</th>\n",
       "      <th>wish</th>\n",
       "      <th>wit</th>\n",
       "      <th>bid</th>\n",
       "      <th>blame</th>\n",
       "      <th>blow</th>\n",
       "      <th>boy</th>\n",
       "      <th>chance</th>\n",
       "      <th>cut</th>\n",
       "      <th>dying</th>\n",
       "      <th>forgotten</th>\n",
       "      <th>frown</th>\n",
       "      <th>future</th>\n",
       "      <th>guide</th>\n",
       "      <th>hight</th>\n",
       "      <th>justice</th>\n",
       "      <th>mad</th>\n",
       "      <th>mark</th>\n",
       "      <th>mortal</th>\n",
       "      <th>please</th>\n",
       "      <th>present</th>\n",
       "      <th>rocks</th>\n",
       "      <th>shadows</th>\n",
       "      <th>shame</th>\n",
       "      <th>simple</th>\n",
       "      <th>tide</th>\n",
       "      <th>took</th>\n",
       "      <th>wandering</th>\n",
       "      <th>woods</th>\n",
       "      <th>wrought</th>\n",
       "      <th>beams</th>\n",
       "      <th>bow</th>\n",
       "      <th>ease</th>\n",
       "      <th>evening</th>\n",
       "      <th>fit</th>\n",
       "      <th>flight</th>\n",
       "      <th>god's</th>\n",
       "      <th>graces</th>\n",
       "      <th>lone</th>\n",
       "      <th>lose</th>\n",
       "      <th>mercy</th>\n",
       "      <th>mild</th>\n",
       "      <th>mountain</th>\n",
       "      <th>mouth</th>\n",
       "      <th>others</th>\n",
       "      <th>perhaps</th>\n",
       "      <th>prayer</th>\n",
       "      <th>raze</th>\n",
       "      <th>reach</th>\n",
       "      <th>receive</th>\n",
       "      <th>rock</th>\n",
       "      <th>smiling</th>\n",
       "      <th>store</th>\n",
       "      <th>towards</th>\n",
       "      <th>woman</th>\n",
       "      <th>ask</th>\n",
       "      <th>bend</th>\n",
       "      <th>common</th>\n",
       "      <th>dare</th>\n",
       "      <th>drew</th>\n",
       "      <th>dwell</th>\n",
       "      <th>earth's</th>\n",
       "      <th>envy</th>\n",
       "      <th>fight</th>\n",
       "      <th>gilded</th>\n",
       "      <th>grew</th>\n",
       "      <th>infant</th>\n",
       "      <th>midnight</th>\n",
       "      <th>pleasant</th>\n",
       "      <th>prize</th>\n",
       "      <th>seeing</th>\n",
       "      <th>shalt</th>\n",
       "      <th>soar</th>\n",
       "      <th>space</th>\n",
       "      <th>strain</th>\n",
       "      <th>strife</th>\n",
       "      <th>unknown</th>\n",
       "      <th>vision</th>\n",
       "      <th>whence</th>\n",
       "      <th>wilt</th>\n",
       "      <th>wing</th>\n",
       "      <th>yea</th>\n",
       "      <th>and'</th>\n",
       "      <th>beauty's</th>\n",
       "      <th>bloom</th>\n",
       "      <th>choose</th>\n",
       "      <th>christ</th>\n",
       "      <th>climb</th>\n",
       "      <th>door</th>\n",
       "      <th>drink</th>\n",
       "      <th>dry</th>\n",
       "      <th>fled</th>\n",
       "      <th>flies</th>\n",
       "      <th>i've</th>\n",
       "      <th>judge</th>\n",
       "      <th>kings</th>\n",
       "      <th>lady</th>\n",
       "      <th>learned</th>\n",
       "      <th>lived</th>\n",
       "      <th>loss</th>\n",
       "      <th>man's</th>\n",
       "      <th>mean</th>\n",
       "      <th>mountains</th>\n",
       "      <th>native</th>\n",
       "      <th>pay</th>\n",
       "      <th>pen</th>\n",
       "      <th>ran</th>\n",
       "      <th>room</th>\n",
       "      <th>send</th>\n",
       "      <th>short</th>\n",
       "      <th>slowly</th>\n",
       "      <th>steep</th>\n",
       "      <th>tale</th>\n",
       "      <th>tomb</th>\n",
       "      <th>trace</th>\n",
       "      <th>verse</th>\n",
       "      <th>yes</th>\n",
       "      <th>aye</th>\n",
       "      <th>called</th>\n",
       "      <th>cease</th>\n",
       "      <th>cup</th>\n",
       "      <th>england</th>\n",
       "      <th>faithful</th>\n",
       "      <th>follow</th>\n",
       "      <th>genius</th>\n",
       "      <th>gift</th>\n",
       "      <th>given</th>\n",
       "      <th>glow</th>\n",
       "      <th>happiness</th>\n",
       "      <th>join</th>\n",
       "      <th>length</th>\n",
       "      <th>line</th>\n",
       "      <th>lovers</th>\n",
       "      <th>magic</th>\n",
       "      <th>nay</th>\n",
       "      <th>next</th>\n",
       "      <th>noon</th>\n",
       "      <th>pains</th>\n",
       "      <th>put</th>\n",
       "      <th>sang</th>\n",
       "      <th>ship</th>\n",
       "      <th>smiles</th>\n",
       "      <th>snow</th>\n",
       "      <th>solemn</th>\n",
       "      <th>sorrows</th>\n",
       "      <th>steel</th>\n",
       "      <th>street</th>\n",
       "      <th>surely</th>\n",
       "      <th>though'</th>\n",
       "      <th>trembling</th>\n",
       "      <th>welcome</th>\n",
       "      <th>west</th>\n",
       "      <th>wine</th>\n",
       "      <th>woes</th>\n",
       "      <th>yellow</th>\n",
       "      <th>ages</th>\n",
       "      <th>bade</th>\n",
       "      <th>believe</th>\n",
       "      <th>brain</th>\n",
       "      <th>bred</th>\n",
       "      <th>city</th>\n",
       "      <th>command</th>\n",
       "      <th>constant</th>\n",
       "      <th>country</th>\n",
       "      <th>court</th>\n",
       "      <th>cross</th>\n",
       "      <th>death's</th>\n",
       "      <th>deeds</th>\n",
       "      <th>east</th>\n",
       "      <th>eve</th>\n",
       "      <th>feed</th>\n",
       "      <th>fill</th>\n",
       "      <th>fine</th>\n",
       "      <th>fires</th>\n",
       "      <th>gives</th>\n",
       "      <th>grieve</th>\n",
       "      <th>heav'n</th>\n",
       "      <th>height</th>\n",
       "      <th>hell</th>\n",
       "      <th>hid</th>\n",
       "      <th>higher</th>\n",
       "      <th>kept</th>\n",
       "      <th>lays</th>\n",
       "      <th>loose</th>\n",
       "      <th>muses</th>\n",
       "      <th>page</th>\n",
       "      <th>prime</th>\n",
       "      <th>promise</th>\n",
       "      <th>purple</th>\n",
       "      <th>remain</th>\n",
       "      <th>repose</th>\n",
       "      <th>rough</th>\n",
       "      <th>sail</th>\n",
       "      <th>sees</th>\n",
       "      <th>shape</th>\n",
       "      <th>shines</th>\n",
       "      <th>sought</th>\n",
       "      <th>speech</th>\n",
       "      <th>storm</th>\n",
       "      <th>sword</th>\n",
       "      <th>taught</th>\n",
       "      <th>thunder</th>\n",
       "      <th>toil</th>\n",
       "      <th>tower</th>\n",
       "      <th>trust</th>\n",
       "      <th>whilst</th>\n",
       "      <th>witness</th>\n",
       "      <th>wone</th>\n",
       "      <th>wood</th>\n",
       "      <th>worse</th>\n",
       "      <th>write</th>\n",
       "      <th>almost</th>\n",
       "      <th>although</th>\n",
       "      <th>an'</th>\n",
       "      <th>angry</th>\n",
       "      <th>awful</th>\n",
       "      <th>boar</th>\n",
       "      <th>brother</th>\n",
       "      <th>burning</th>\n",
       "      <th>c</th>\n",
       "      <th>calls</th>\n",
       "      <th>cell</th>\n",
       "      <th>chaste</th>\n",
       "      <th>cheer</th>\n",
       "      <th>claim</th>\n",
       "      <th>clay</th>\n",
       "      <th>cries</th>\n",
       "      <th>crimson</th>\n",
       "      <th>dance</th>\n",
       "      <th>deer</th>\n",
       "      <th>dumb</th>\n",
       "      <th>empty</th>\n",
       "      <th>fixed</th>\n",
       "      <th>four</th>\n",
       "      <th>get</th>\n",
       "      <th>goes</th>\n",
       "      <th>grove</th>\n",
       "      <th>hail</th>\n",
       "      <th>iron</th>\n",
       "      <th>labour</th>\n",
       "      <th>lights</th>\n",
       "      <th>listen</th>\n",
       "      <th>lot</th>\n",
       "      <th>lyre</th>\n",
       "      <th>mankind</th>\n",
       "      <th>mistress</th>\n",
       "      <th>moment</th>\n",
       "      <th>noise</th>\n",
       "      <th>numbers</th>\n",
       "      <th>pensive</th>\n",
       "      <th>rude</th>\n",
       "      <th>shades</th>\n",
       "      <th>shone</th>\n",
       "      <th>shrine</th>\n",
       "      <th>slave</th>\n",
       "      <th>spite</th>\n",
       "      <th>spoke</th>\n",
       "      <th>springs</th>\n",
       "      <th>story</th>\n",
       "      <th>summer's</th>\n",
       "      <th>sway</th>\n",
       "      <th>tho'</th>\n",
       "      <th>told</th>\n",
       "      <th>tread</th>\n",
       "      <th>turns</th>\n",
       "      <th>wake</th>\n",
       "      <th>waste</th>\n",
       "      <th>watch</th>\n",
       "      <th>wife</th>\n",
       "      <th>yours</th>\n",
       "      <th>abroad</th>\n",
       "      <th>aid</th>\n",
       "      <th>angels</th>\n",
       "      <th>beat</th>\n",
       "      <th>beauteous</th>\n",
       "      <th>bind</th>\n",
       "      <th>bore</th>\n",
       "      <th>case</th>\n",
       "      <th>chloris</th>\n",
       "      <th>daughter</th>\n",
       "      <th>dread</th>\n",
       "      <th>echo</th>\n",
       "      <th>fairest</th>\n",
       "      <th>falling</th>\n",
       "      <th>feeble</th>\n",
       "      <th>fingers</th>\n",
       "      <th>foolish</th>\n",
       "      <th>gale</th>\n",
       "      <th>glass</th>\n",
       "      <th>guest</th>\n",
       "      <th>health</th>\n",
       "      <th>heart's</th>\n",
       "      <th>heavy</th>\n",
       "      <th>hide</th>\n",
       "      <th>honest</th>\n",
       "      <th>image</th>\n",
       "      <th>itself</th>\n",
       "      <th>jesus</th>\n",
       "      <th>lift</th>\n",
       "      <th>lofty</th>\n",
       "      <th>march</th>\n",
       "      <th>mirth</th>\n",
       "      <th>murmurs</th>\n",
       "      <th>nations</th>\n",
       "      <th>ours</th>\n",
       "      <th>parting</th>\n",
       "      <th>perchance</th>\n",
       "      <th>placed</th>\n",
       "      <th>pleasures</th>\n",
       "      <th>pursue</th>\n",
       "      <th>rhyme</th>\n",
       "      <th>rising</th>\n",
       "      <th>sat</th>\n",
       "      <th>says</th>\n",
       "      <th>scenes</th>\n",
       "      <th>sister</th>\n",
       "      <th>smart</th>\n",
       "      <th>something</th>\n",
       "      <th>sons</th>\n",
       "      <th>stands</th>\n",
       "      <th>steps</th>\n",
       "      <th>stranger</th>\n",
       "      <th>streams</th>\n",
       "      <th>sudden</th>\n",
       "      <th>there's</th>\n",
       "      <th>today</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>_fn</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>corpus/Sonnets/Z300342466.txt</th>\n",
       "      <td>6.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/Sonnets/Z200273009.txt</th>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
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       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
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       "      <td>1.0</td>\n",
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       "      <td>1.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
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       "      <td>1.0</td>\n",
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       "      <td>1.0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>5.0</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/NotSonnets/Z300202663.txt</th>\n",
       "      <td>6.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>corpus/NotSonnets/Z400358659.txt</th>\n",
       "      <td>11.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>1.0</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>1300 rows × 1000 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   the  and   of   to   in    a    i  with  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      6.0  3.0  3.0  2.0  2.0  0.0  0.0   1.0   \n",
       "corpus/Sonnets/Z200273009.txt      1.0  1.0  0.0  5.0  2.0  0.0  4.0   0.0   \n",
       "...                                ...  ...  ...  ...  ...  ...  ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   6.0  4.0  1.0  3.0  5.0  0.0  0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  11.0  4.0  2.0  3.0  0.0  3.0  0.0   1.0   \n",
       "\n",
       "                                  that   my  thy  for   is  his   --  from  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      0.0  1.0  0.0  0.0  3.0  0.0  0.0   1.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0  8.0  1.0  2.0  0.0  1.0  0.0   1.0   \n",
       "...                                ...  ...  ...  ...  ...  ...  ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0  0.0  0.0  0.0  2.0  0.0  0.0   1.0   \n",
       "corpus/NotSonnets/Z400358659.txt   1.0  0.0  0.0  0.0  0.0  0.0  0.0   0.0   \n",
       "\n",
       "                                  her   as  but  all   on   by  not   it   me  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt     0.0  0.0  0.0  1.0  0.0  1.0  1.0  1.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0  0.0  0.0  2.0  0.0  0.0  2.0  0.0  4.0   \n",
       "...                               ...  ...  ...  ...  ...  ...  ...  ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0  1.0  1.0  0.0  1.0  0.0  0.0  0.0  0.0   \n",
       "\n",
       "                                   or  you   be   no   he  thou  their  when  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt     0.0  0.0  0.0  0.0  0.0   0.0    0.0   1.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0  0.0  2.0  0.0  1.0   0.0    0.0   0.0   \n",
       "...                               ...  ...  ...  ...  ...   ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0  0.0  0.0  0.0  0.0   0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  1.0  8.0  1.0  1.0  0.0   0.0    0.0   1.0   \n",
       "\n",
       "                                  love  this   so  are  which   we  who  was  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0  0.0  1.0    1.0  1.0  0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0  0.0  0.0    0.0  0.0  0.0  0.0   \n",
       "...                                ...   ...  ...  ...    ...  ...  ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   2.0  0.0  0.0    0.0  0.0  0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0  0.0  1.0    0.0  0.0  0.0  0.0   \n",
       "\n",
       "                                   at  our  have  they  where  what  thee  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt     0.0  1.0   0.0   0.0    0.0   2.0   1.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0  1.0   1.0   1.0    0.0   0.0   1.0   \n",
       "...                               ...  ...   ...   ...    ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0  2.0   0.0   0.0    1.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  1.0  0.0   1.0   0.0    0.0   0.0   0.0   \n",
       "\n",
       "                                  your  like  shall  now  heart  she  yet  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt      0.0   1.0    0.0  0.0    0.0  0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0    1.0  0.0    0.0  0.0  0.0   \n",
       "...                                ...   ...    ...  ...    ...  ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0    0.0  0.0    0.0  0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   4.0   1.0    0.0  0.0    0.0  0.0  0.0   \n",
       "\n",
       "                                   if  its  then  more  one  will  there  how  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt     0.0  0.0   0.0   0.0  0.0   0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0  0.0   0.0   0.0  0.0   0.0    0.0  0.0   \n",
       "...                               ...  ...   ...   ...  ...   ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0  0.0   0.0   0.0  1.0   0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0  0.0   0.0   0.0  3.0   1.0    0.0  0.0   \n",
       "\n",
       "                                    o  may  can  him  nor  were  still  day  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt     0.0  0.0  0.0  0.0  0.0   0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0  0.0  0.0  1.0  0.0   0.0    0.0  0.0   \n",
       "...                               ...  ...  ...  ...  ...   ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0  0.0  0.0  0.0  0.0   0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0  0.0  0.0  0.0  0.0   0.0    0.0  0.0   \n",
       "\n",
       "                                  eyes  through  whose  god  had  soul  see  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0      0.0    0.0  0.0  0.0   0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0      1.0    0.0  1.0  0.0   1.0  0.0   \n",
       "...                                ...      ...    ...  ...  ...   ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0      1.0    0.0  0.0  0.0   0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0      0.0    0.0  0.0  0.0   0.0  0.0   \n",
       "\n",
       "                                  life  did  while  these  some  those  over  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0  0.0    0.0    0.0   1.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      1.0  0.0    0.0    0.0   0.0    0.0   0.0   \n",
       "...                                ...  ...    ...    ...   ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0  0.0    0.0    0.0   0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0  0.0    1.0    0.0   0.0    0.0   0.0   \n",
       "\n",
       "                                   do  time  fair  does  let  light  never  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt     1.0   1.0   0.0   0.0  0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt     1.0   0.0   0.0   0.0  0.0    0.0    0.0   \n",
       "...                               ...   ...   ...   ...  ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0   0.0   0.0   0.0  0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0   0.0   0.0   0.0  0.0    0.0    0.0   \n",
       "\n",
       "                                  sweet  them  each  would  though  long  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0   0.0    0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0   0.0    0.0     0.0   0.0   \n",
       "...                                 ...   ...   ...    ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0   0.0    0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0   0.0    0.0     0.0   0.0   \n",
       "\n",
       "                                  down  out  such  has  great  night  make  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      0.0  0.0   0.0  0.0    0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0  0.0   0.0  0.0    0.0    0.0   0.0   \n",
       "...                                ...  ...   ...  ...    ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0  0.0   0.0  0.0    0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0  0.0   0.0  1.0    0.0    0.0   0.0   \n",
       "\n",
       "                                  man  must   up  here   us  than  into  ever  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt     0.0   0.0  0.0   0.0  0.0   0.0   1.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0   0.0  0.0   0.0  0.0   0.0   0.0   0.0   \n",
       "...                               ...   ...  ...   ...  ...   ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt  1.0   0.0  0.0   0.0  0.0   0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0   1.0  0.0   0.0  0.0   0.0   2.0   0.0   \n",
       "\n",
       "                                  upon  could  every  too  come  death  only  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0    0.0  0.0   0.0    0.0   1.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0    0.0  0.0   0.0    0.0   0.0   \n",
       "...                                ...    ...    ...  ...   ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0    0.0  0.0   0.0    1.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0    0.0  0.0   0.0    0.0   0.0   \n",
       "\n",
       "                                  world  know  should  made  once  mind  art  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt       1.0   0.0     0.0   1.0   0.0   0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0     0.0   0.0   0.0   0.0  2.0   \n",
       "...                                 ...   ...     ...   ...   ...   ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0     0.0   0.0   0.0   0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0     0.0   0.0   0.0   0.0  0.0   \n",
       "\n",
       "                                  earth  old  own  found  good  sun  might  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt       0.0  0.0  0.0    0.0   0.0  0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0  0.0  0.0    0.0   0.0  0.0    0.0   \n",
       "...                                 ...  ...  ...    ...   ...  ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0  0.0  0.0    0.0   0.0  0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0  1.0  0.0    0.0   0.0  0.0    0.0   \n",
       "\n",
       "                                  well  away  lord  true  hand  high  far  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0   0.0   0.0   0.0   0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0   5.0   0.0   0.0   0.0  0.0   \n",
       "...                                ...   ...   ...   ...   ...   ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0   0.0   0.0   0.0   0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0   0.0   0.0   0.0   0.0  0.0   \n",
       "\n",
       "                                  hath  many  men  thine  dead  most  again  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0  0.0    0.0   0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      1.0   0.0  0.0    0.0   0.0   2.0    1.0   \n",
       "...                                ...   ...  ...    ...   ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0  0.0    0.0   0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0  0.0    0.0   0.0   0.0    0.0   \n",
       "\n",
       "                                  beauty  bright  give  before  die  thus  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt        0.0     0.0   0.0     0.0  0.0   1.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0     0.0   0.0     0.0  0.0   0.0   \n",
       "...                                  ...     ...   ...     ...  ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0     0.0   0.0     0.0  0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0     0.0   0.0     0.0  1.0   0.0   \n",
       "\n",
       "                                   go  face  heaven  round  last  sea  tears  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt     0.0   0.0     0.0    0.0   0.0  0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0   0.0     0.0    0.0   0.0  0.0    0.0   \n",
       "...                               ...   ...     ...    ...   ...  ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0   0.0     0.0    0.0   0.0  0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0   0.0     0.0    0.0   0.0  0.0    0.0   \n",
       "\n",
       "                                  till  deep  back  first  find  little  rest  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0   0.0    0.0   0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0   0.0    0.0   0.0     0.0   0.0   \n",
       "...                                ...   ...   ...    ...   ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0   0.0    0.0   0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0   0.0    0.0   1.0     0.0   0.0   \n",
       "\n",
       "                                  things  voice  dear  eye  praise  dark  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt        0.0    0.0   0.0  0.0     1.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0    0.0   0.0  0.0     0.0   0.0   \n",
       "...                                  ...    ...   ...  ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0    0.0   0.0  0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0    0.0   0.0  0.0     0.0   0.0   \n",
       "\n",
       "                                  hear   am  name  whom  alone   oh  air  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt      0.0  0.0   1.0   0.0    0.0  0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0  0.0   0.0   0.0    0.0  0.0  0.0   \n",
       "...                                ...  ...   ...   ...    ...  ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0  0.0   0.0   0.0    0.0  0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0  0.0   0.0   0.0    0.0  0.0  0.0   \n",
       "\n",
       "                                  head  been  days  hope  say  vain  joy  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0   1.0   0.0  0.0   1.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0   0.0   0.0  1.0   0.0  0.0   \n",
       "...                                ...   ...   ...   ...  ...   ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0   0.0   0.0  0.0   0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0   0.0   0.0  0.0   0.0  0.0   \n",
       "\n",
       "                                  live  thought  way  sung  even  free  grace  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt      0.0      0.0  0.0   0.0   0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0      0.0  0.0   0.0   0.0   0.0    0.0   \n",
       "...                                ...      ...  ...   ...   ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0      0.0  0.0   0.0   0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0      0.0  0.0   0.0   0.0   0.0    0.0   \n",
       "\n",
       "                                  why  cold  breast  power  since  think    '  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt     0.0   0.0     0.0    0.0    0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt     1.0   0.0     0.0    0.0    0.0    0.0  0.0   \n",
       "...                               ...   ...     ...    ...    ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0   0.0     0.0    0.0    0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0   0.0     0.0    0.0    0.0    0.0  0.0   \n",
       "\n",
       "                                  1kb  fear  fire  sighed  take  poor  read  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt     0.0   0.0   0.0     0.0   0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0   1.0   0.0     0.0   0.0   0.0   0.0   \n",
       "...                               ...   ...   ...     ...   ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0   0.0   0.0     0.0   0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0   0.0   0.0     0.0   0.0   0.0   0.0   \n",
       "\n",
       "                                  both  nature  passed  unto  within  look  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      0.0     1.0     0.0   1.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0     0.0     0.0   0.0     0.0   0.0   \n",
       "...                                ...     ...     ...   ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0     0.0     1.0   0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0     0.0     1.0   0.0     0.0   0.0   \n",
       "\n",
       "                                  lost  pure  wind  land  mine  place  tell  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0   0.0   0.0   0.0    1.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0   0.0   0.0   0.0    1.0   0.0   \n",
       "...                                ...   ...   ...   ...   ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0   0.0   0.0   0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0   0.0   0.0   0.0    0.0   0.0   \n",
       "\n",
       "                                  full  other  side  truth  white  friend  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt      0.0    1.0   0.0    0.0    0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0   0.0    0.0    0.0     0.0   \n",
       "...                                ...    ...   ...    ...    ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0   0.0    0.0    0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0   0.0    0.0    0.0     0.0   \n",
       "\n",
       "                                  left  spirit  spring  care  pain  years  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt      0.0     0.0     0.0   0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0     0.0     0.0   0.0   0.0    0.0   \n",
       "...                                ...     ...     ...   ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0     0.0     0.0   0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0     0.0     0.0   0.0   0.0    0.0   \n",
       "\n",
       "                                  just  rose  sighs  best  gone  grief  soft  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0    0.0   0.0   0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   1.0    0.0   0.0   0.0    0.0   0.0   \n",
       "...                                ...   ...    ...   ...   ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0    0.0   0.0   0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0    0.0   0.0   0.0    0.0   0.0   \n",
       "\n",
       "                                  forth  golden  green  much  words  blood  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt       0.0     0.0    0.0   0.0    0.0    1.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0     0.0    0.0   0.0    0.0    0.0   \n",
       "...                                 ...     ...    ...   ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0     0.0    0.0   0.0    2.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0     0.0    0.0   0.0    0.0    0.0   \n",
       "\n",
       "                                  peace  sing  sky   ah  note  beneath  \\\n",
       "_fn                                                                      \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0  0.0  0.0   0.0      1.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0  0.0  0.0   0.0      0.0   \n",
       "...                                 ...   ...  ...  ...   ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0  0.0  0.0   0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0  0.0  0.0   0.0      1.0   \n",
       "\n",
       "                                  breath  flowers  glory  new  sad  said  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt        0.0      0.0    0.0  0.0  0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0      0.0    0.0  1.0  0.0   0.0   \n",
       "...                                  ...      ...    ...  ...  ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0      0.0    0.0  0.0  0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0      1.0    0.0  0.0  0.0   0.0   \n",
       "\n",
       "                                  thoughts  fame  hast  music  strong  above  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt          0.0   1.0   0.0    0.0     0.0    1.0   \n",
       "corpus/Sonnets/Z200273009.txt          0.0   0.0   0.0    0.0     0.0    0.0   \n",
       "...                                    ...   ...   ...    ...     ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt       0.0   0.0   0.0    1.0     0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt       0.0   0.0   0.0    0.0     1.0    0.0   \n",
       "\n",
       "                                  age  blue  self  call  cannot  feet  hair  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt     0.0   0.0   0.0   0.0     0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0   0.0   0.0   0.0     0.0   0.0   0.0   \n",
       "...                               ...   ...   ...   ...     ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0   0.0   0.0   0.0     0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0   0.0   0.0   0.0     0.0   0.0   0.0   \n",
       "\n",
       "                                  lay  sleep  smile  stars  'this  bear  \\\n",
       "_fn                                                                       \n",
       "corpus/Sonnets/Z300342466.txt     0.0    0.0    0.0    0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0    0.0    0.0    0.0    0.0   0.0   \n",
       "...                               ...    ...    ...    ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0    0.0    0.0    0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0    0.0    0.0    0.0    0.0   0.0   \n",
       "\n",
       "                                  blessed  hearts  oft  pale  under  feel  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt         0.0     0.0  0.0   0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0     0.0  0.0   0.0    0.0   0.0   \n",
       "...                                   ...     ...  ...   ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0     0.0  0.0   0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0     0.0  0.0   0.0    0.0   0.0   \n",
       "\n",
       "                                  gold  saw  seen  wild  about  kind  around  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0  0.0   0.0   0.0    0.0   0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0  0.0   0.0   0.0    0.0   0.0     0.0   \n",
       "...                                ...  ...   ...   ...    ...   ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0  0.0   0.0   0.0    0.0   0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0  0.0   1.0   0.0    0.0   0.0     0.0   \n",
       "\n",
       "                                  came  done  two  young  hour  near  same  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      0.0   1.0  0.0    0.0   0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0  0.0    0.0   0.0   0.0   0.0   \n",
       "...                                ...   ...  ...    ...   ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0  0.0    0.0   0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0  0.0    1.0   0.0   0.0   0.0   \n",
       "\n",
       "                                  any  black  leave  leaves  none  sorrow  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt     0.0    0.0    0.0     0.0   0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0    0.0    0.0     0.0   0.0     0.0   \n",
       "...                               ...    ...    ...     ...   ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0    0.0    0.0     0.0   0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0    0.0    0.0     0.0   0.0     0.0   \n",
       "\n",
       "                                  wise  grave  herd  sacred  among  beyond  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0   0.0     0.0    0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0   1.0     0.0    0.0     0.0   \n",
       "...                                ...    ...   ...     ...    ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0   0.0     0.0    0.0     1.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0   0.0     0.0    0.0     0.0   \n",
       "\n",
       "                                  born  ear  muse  soon  stand  fate  happy  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0  0.0   0.0   0.0    0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0  0.0   0.0   0.0    0.0   0.0    0.0   \n",
       "...                                ...  ...   ...   ...    ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0  0.0   0.0   0.0    0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0  0.0   0.0   0.0    0.0   0.0    0.0   \n",
       "\n",
       "                                  loves  pride  that'  youth    2  bring  due  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt       0.0    0.0    0.0    0.0  0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0    0.0    0.0  0.0    0.0  0.0   \n",
       "...                                 ...    ...    ...    ...  ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0    0.0    0.0  0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0    0.0    0.0    0.0  0.0    0.0  0.0   \n",
       "\n",
       "                                  glorious  keep  king  lips  summer  without  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt          0.0   1.0   0.0   0.0     0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt          1.0   0.0   0.0   0.0     0.0      0.0   \n",
       "...                                    ...   ...   ...   ...     ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt       0.0   0.0   0.0   0.0     0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt       0.0   0.0   0.0   0.0     0.0      0.0   \n",
       "\n",
       "                                    1  delight  son  trees  virtue  dost  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt     0.0      0.0  0.0    0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0      0.0  0.0    0.0     0.0   0.0   \n",
       "...                               ...      ...  ...    ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0      0.0  0.0    0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0      0.0  0.0    0.0     0.0   0.0   \n",
       "\n",
       "                                  faith  friends  known  set  thing  wings  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt       0.0      0.0    0.0  0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0      0.0    0.0  0.0    0.0    0.0   \n",
       "...                                 ...      ...    ...  ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0      0.0    0.0  0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0      0.0    0.0  0.0    0.0    0.0   \n",
       "\n",
       "                                  'tis  arms  cause  holy  home  life's  \\\n",
       "_fn                                                                       \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0    0.0   0.0   0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0    0.0   1.0   0.0     0.0   \n",
       "...                                ...   ...    ...   ...   ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0    0.0   0.0   0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0    0.0   0.0   0.0     0.0   \n",
       "\n",
       "                                  memory  against  alas  clear  ere  fancy  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt        0.0      0.0   1.0    0.0  0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0      0.0   0.0    0.0  0.0    0.0   \n",
       "...                                  ...      ...   ...    ...  ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0      0.0   0.0    0.0  0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0      0.0   0.0    0.0  0.0    0.0   \n",
       "\n",
       "                                  lies  nothing  souls  wonder  comes  end  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      0.0      0.0    0.0     0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0      0.0    0.0     0.0    0.0  0.0   \n",
       "...                                ...      ...    ...     ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0      0.0    0.0     0.0    1.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0      0.0    0.0     0.0    0.0  0.0   \n",
       "\n",
       "                                  gave  hands  ill  lie  rise  worth  crown  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0  0.0  0.0   0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0  0.0  0.0   1.0    0.0    0.0   \n",
       "...                                ...    ...  ...  ...   ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0  0.0  0.0   0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0  0.0  0.0   0.0    0.0    0.0   \n",
       "\n",
       "                                  eternal  fall  led  living  loved  pleasure  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt         0.0   0.0  0.0     0.0    0.0       0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0   0.0  0.0     0.0    0.0       0.0   \n",
       "...                                   ...   ...  ...     ...    ...       ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0   0.0  0.0     0.0    0.0       0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0   0.0  0.0     0.0    0.0       0.0   \n",
       "\n",
       "                                  show  makes  proud  silent  turn  winds  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0    1.0     0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0    0.0     0.0   0.0    0.0   \n",
       "...                                ...    ...    ...     ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0    0.0     0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0    0.0     0.0   0.0    0.0   \n",
       "\n",
       "                                  after  flame  less  part  prove  rich  \\\n",
       "_fn                                                                       \n",
       "corpus/Sonnets/Z300342466.txt       0.0    0.0   0.0   0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0   0.0   0.0    0.0   0.0   \n",
       "...                                 ...    ...   ...   ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0   0.0   0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    1.0    0.0   0.0   0.0    0.0   0.0   \n",
       "\n",
       "                                  right  stone  view  dawn  hold  move  \\\n",
       "_fn                                                                      \n",
       "corpus/Sonnets/Z300342466.txt       0.0    0.0   0.0   0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0   0.0   0.0   0.0   0.0   \n",
       "...                                 ...    ...   ...   ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0   0.0   0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0    0.0   0.0   0.0   0.0   0.0   \n",
       "\n",
       "                                  passion  plain  silence  amid  being  child  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt         0.0    0.0      0.0   0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0    0.0      0.0   0.0    0.0    0.0   \n",
       "...                                   ...    ...      ...   ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0    0.0      0.0   0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0    0.0      0.0   0.0    0.0    0.0   \n",
       "\n",
       "                                  honour  joys  meet  nature's  sense  war  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt        0.0   0.0   0.0       0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0   0.0   0.0       0.0    0.0  0.0   \n",
       "...                                  ...   ...   ...       ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0   0.0   0.0       0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0   0.0   0.0       0.0    0.0  0.0   \n",
       "\n",
       "                                  winter  always  behind  died  loud  queen  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt        0.0     0.0     0.0   0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0     0.0     0.0   0.0   1.0    0.0   \n",
       "...                                  ...     ...     ...   ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0     0.0     0.0   0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0     1.0     0.0   0.0   0.0    0.0   \n",
       "\n",
       "                                  raise  run  save  very  word  along  better  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt       2.0  0.0   0.0   0.0   0.0    0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0  0.0   0.0   0.0   0.0    0.0     0.0   \n",
       "...                                 ...  ...   ...   ...   ...    ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0  0.0   0.0   0.0   0.0    0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0  0.0   0.0   0.0   0.0    0.0     0.0   \n",
       "\n",
       "                                  between  cry  darkness  divine  father  gay  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt         0.0  0.0       0.0     0.0     0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0  0.0       0.0     0.0     0.0  0.0   \n",
       "...                                   ...  ...       ...     ...     ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0  0.0       0.0     0.0     0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0  0.0       0.0     0.0     0.0  0.0   \n",
       "\n",
       "                                  human  it's  love's  pity  prey  seem  \\\n",
       "_fn                                                                       \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0     0.0   0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0     0.0   0.0   0.0   0.0   \n",
       "...                                 ...   ...     ...   ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0     0.0   0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0     0.0   0.0   0.0   0.0   \n",
       "\n",
       "                                  shade  speak  tear  warm  water  woe  \\\n",
       "_fn                                                                      \n",
       "corpus/Sonnets/Z300342466.txt       0.0    0.0   0.0   0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0   0.0   0.0    0.0  0.0   \n",
       "...                                 ...    ...   ...   ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0   0.0   0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0    0.0   0.0   0.0    2.0  0.0   \n",
       "\n",
       "                                  because  dream  gentle  hate  heavenly  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt         0.0    0.0     0.0   0.0       0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0    0.0     0.0   0.0       0.0   \n",
       "...                                   ...    ...     ...   ...       ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0    0.0     0.0   0.0       0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0    0.0     0.0   0.0       0.0   \n",
       "\n",
       "                                  hill  moon  morning  secret  seek  tongue  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0   1.0      0.0     0.0   0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0      0.0     0.0   0.0     0.0   \n",
       "...                                ...   ...      ...     ...   ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0      0.0     0.0   0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0      0.0     0.0   0.0     0.0   \n",
       "\n",
       "                                   an  birds  blind  charms  close  lonely  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt     0.0    0.0    0.0     0.0    0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0    0.0    0.0     0.0    0.0     0.0   \n",
       "...                               ...    ...    ...     ...    ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0    0.0    0.0     0.0    0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0    0.0    0.0     0.0    0.0     0.0   \n",
       "\n",
       "                                  longer  mighty  reason  seems  strange  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt        0.0     0.0     0.0    0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0     0.0     0.0    0.0      0.0   \n",
       "...                                  ...     ...     ...    ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0     0.0     0.0    0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0     0.0     0.0    0.0      0.0   \n",
       "\n",
       "                                  sure  work  bed  body  break  clouds  didst  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0  0.0   0.0    0.0     0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0  0.0   1.0    0.0     0.0    0.0   \n",
       "...                                ...   ...  ...   ...    ...     ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0  0.0   0.0    0.0     0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0  0.0   1.0    0.0     0.0    0.0   \n",
       "\n",
       "                                  fly  ground  people  scorn  shine  state  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt     0.0     0.0     0.0    0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0     0.0     0.0    0.0    0.0    0.0   \n",
       "...                               ...     ...     ...    ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0     0.0     0.0    0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0     0.0     0.0    0.0    0.0    0.0   \n",
       "\n",
       "                                  stood  through'  waves  weep   ye    3  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt       0.0       0.0    0.0   0.0  0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0       0.0    0.0   0.0  0.0  0.0   \n",
       "...                                 ...       ...    ...   ...  ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0       0.0    0.0   0.0  0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0       0.0    0.0   0.0  0.0  0.0   \n",
       "\n",
       "                                  across  another  children  cloud  dreams  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt        0.0      0.0       0.0    0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0      0.0       0.0    0.0     0.0   \n",
       "...                                  ...      ...       ...    ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0      0.0       0.0    0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0      1.0       0.0    0.0     0.0   \n",
       "\n",
       "                                  force  knew  late  noble  off  perfect  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0   0.0    0.0  0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0   0.0    0.0  0.0      0.0   \n",
       "...                                 ...   ...   ...    ...  ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0   0.0    0.0  0.0      1.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0   0.0    0.0  0.0      0.0   \n",
       "\n",
       "                                  shore  waters  wealth  behold  brow  change  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt       0.0     0.0     0.0     0.0   0.0     1.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0     0.0     0.0     0.0   0.0     0.0   \n",
       "...                                 ...     ...     ...     ...   ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0     0.0     0.0     0.0   0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0     0.0     0.0     0.0   0.0     0.0   \n",
       "\n",
       "                                  dust  faint  flower  footnote  grass  i'll  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0     0.0       0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0     0.0       0.0    0.0   0.0   \n",
       "...                                ...    ...     ...       ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0     0.0       0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0     0.0       0.0    0.0   0.0   \n",
       "\n",
       "                                  kiss  knows  seas  stream  thousand  ways  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0   0.0     0.0       0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0   0.0     0.0       0.0   0.0   \n",
       "...                                ...    ...   ...     ...       ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0   0.0     0.0       0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0   0.0     0.0       0.0   0.0   \n",
       "\n",
       "                                  wide  world's  year  arise  below  birth  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      0.0      0.0   0.0    0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0      0.0   0.0    0.0    0.0    0.0   \n",
       "...                                ...      ...   ...    ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0      0.0   0.0    0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0      0.0   0.0    0.0    0.0    0.0   \n",
       "\n",
       "                                  bosom  calm  desire  despair  glad  hills  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0     0.0      0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0     0.0      0.0   0.0    0.0   \n",
       "...                                 ...   ...     ...      ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0     0.0      0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0     0.0      0.0   0.0    0.0   \n",
       "\n",
       "                                  hours  low  mother  play  sin  throne  \\\n",
       "_fn                                                                       \n",
       "corpus/Sonnets/Z300342466.txt       0.0  0.0     0.0   0.0  0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0  0.0     0.0   0.0  0.0     0.0   \n",
       "...                                 ...  ...     ...   ...  ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0  0.0     0.0   0.0  0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0  0.0     0.0   0.0  0.0     0.0   \n",
       "\n",
       "                                  times  touch  wait  wave  appear  burn  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt       0.0    0.0   0.0   0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0   0.0   0.0     0.0   0.0   \n",
       "...                                 ...    ...   ...   ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0   0.0   0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0    0.0   0.0   0.0     0.0   0.0   \n",
       "\n",
       "                                  cast  doubt  few  flow  gain  gaze  gray  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0  0.0   0.0   0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0  0.0   0.0   0.0   0.0   0.0   \n",
       "...                                ...    ...  ...   ...   ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0  0.0   0.0   0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0  0.0   0.0   0.0   0.0   0.0   \n",
       "\n",
       "                                  grow  half  himself  house  lovely  needs  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0      0.0    0.0     0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0      0.0    0.0     0.0    0.0   \n",
       "...                                ...   ...      ...    ...     ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0      0.0    0.0     0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0      0.0    0.0     0.0    0.0   \n",
       "\n",
       "                                  rather  shed  small  star  tender  town  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt        0.0   0.0    0.0   0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0   0.0    0.0   0.0     0.0   0.0   \n",
       "...                                  ...   ...    ...   ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0   0.0    0.0   0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0   0.0    0.0   0.0     0.0   0.0   \n",
       "\n",
       "                                  wrong  ancient  brave  fresh  help  morn  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt       0.0      0.0    0.0    0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0      0.0    0.0    0.0   1.0   0.0   \n",
       "...                                 ...      ...    ...    ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0      0.0    0.0    0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0      0.0    0.0    0.0   0.0   0.0   \n",
       "\n",
       "                                  shadow  skies  taste  went  aught  cruel  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt        0.0    0.0    0.0   0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0    0.0    0.0   0.0    0.0    0.0   \n",
       "...                                  ...    ...    ...   ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0    0.0    0.0   0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0    0.0    0.0   0.0    0.0    0.0   \n",
       "\n",
       "                                  enough  hence  lives  looks  open  path  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt        0.0    0.0    0.0    0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0    0.0    0.0    0.0   0.0   0.0   \n",
       "...                                  ...    ...    ...    ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0    0.0    0.0    0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     1.0    0.0    0.0    0.0   0.0   0.0   \n",
       "\n",
       "                                  rare  reign  scene  silver  spread  turned  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0    0.0     0.0     0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0    0.0     0.0     0.0     0.0   \n",
       "...                                ...    ...    ...     ...     ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0    0.0     0.0     0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0    0.0     0.0     0.0     0.0   \n",
       "\n",
       "                                  use  walls  weary    4  bird  bliss  brings  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt     0.0    0.0    0.0  0.0   0.0    0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0    0.0    0.0  0.0   0.0    0.0     0.0   \n",
       "...                               ...    ...    ...  ...   ...    ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0    0.0    0.0  0.0   0.0    0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0    0.0    0.0  0.0   0.0    0.0     0.0   \n",
       "\n",
       "                                  course  distant  ears  gods  hope's  i'm  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt        0.0      0.0   0.0   0.0     0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0      0.0   0.0   0.0     0.0  0.0   \n",
       "...                                  ...      ...   ...   ...     ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0      0.0   0.0   0.0     0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0      0.0   0.0   0.0     0.0  0.0   \n",
       "\n",
       "                                  laid  ocean  pass  scarce  share  strength  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0   0.0     0.0    0.0       0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0   0.0     1.0    0.0       0.0   \n",
       "...                                ...    ...   ...     ...    ...       ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0   0.0     0.0    0.0       0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0   0.0     0.0    0.0       0.0   \n",
       "\n",
       "                                  therefore  train  tree  want  wisdom  \\\n",
       "_fn                                                                      \n",
       "corpus/Sonnets/Z300342466.txt           0.0    0.0   0.0   0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt           0.0    0.0   0.0   0.0     0.0   \n",
       "...                                     ...    ...   ...   ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt        0.0    0.0   0.0   0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt        0.0    0.0   0.0   0.0     0.0   \n",
       "\n",
       "                                  beautiful  began   de  dim  dull  else  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt           0.0    0.0  0.0  0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt           0.0    0.0  0.0  0.0   0.0   0.0   \n",
       "...                                     ...    ...  ...  ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt        0.0    0.0  0.0  0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt        0.0    0.0  0.0  0.0   0.0   0.0   \n",
       "\n",
       "                                  fell  flames  foes  forget  held  immortal  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0     0.0   0.0     0.0   0.0       0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0     0.0   2.0     0.0   0.0       0.0   \n",
       "...                                ...     ...   ...     ...   ...       ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0     0.0   0.0     0.0   0.0       0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0     0.0   0.0     0.0   0.0       0.0   \n",
       "\n",
       "                                  maid  mourn  naked  powers  rain  ring  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0    0.0     0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0    0.0     0.0   0.0   0.0   \n",
       "...                                ...    ...    ...     ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0    0.0     0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0    0.0     0.0   0.0   0.0   \n",
       "\n",
       "                                  seemed  that's  weak  bless  bold  brought  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt        0.0     0.0   0.0    0.0   0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0     0.0   0.0    0.0   0.0      0.0   \n",
       "...                                  ...     ...   ...    ...   ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0     0.0   0.0    0.0   0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0     0.0   0.0    0.0   0.0      0.0   \n",
       "\n",
       "                                  built  cares  charm  choice  crowned  early  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt       1.0    0.0    0.0     0.0      1.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0    0.0     0.0      0.0    0.0   \n",
       "...                                 ...    ...    ...     ...      ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0    0.0     0.0      0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0    0.0    0.0     0.0      0.0    0.0   \n",
       "\n",
       "                                  forms  fortune  friendship  grown  hard  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt       0.0      0.0         0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0      0.0         0.0    0.0   0.0   \n",
       "...                                 ...      ...         ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0      0.0         0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0      0.0         0.0    1.0   0.0   \n",
       "\n",
       "                                  heavens  liberty  notes  nought  o'er  rage  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt         0.0      0.0    0.0     0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0      0.0    0.0     0.0   0.0   0.0   \n",
       "...                                   ...      ...    ...     ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0      0.0    0.0     0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0      0.0    0.0     0.0   0.0   0.0   \n",
       "\n",
       "                                  slow  try  until  wear  whole  yield  \\\n",
       "_fn                                                                      \n",
       "corpus/Sonnets/Z300342466.txt      0.0  0.0    0.0   0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0  0.0    0.0   0.0    0.0    0.0   \n",
       "...                                ...  ...    ...   ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0  0.0    0.0   0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0  0.0    2.0   0.0    0.0    0.0   \n",
       "\n",
       "                                  beside  bitter  bound  canst  false  fast  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt        0.0     0.0    0.0    0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0     0.0    0.0    0.0    0.0   0.0   \n",
       "...                                  ...     ...    ...    ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0     0.0    0.0    0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0     0.0    0.0    0.0    0.0   0.0   \n",
       "\n",
       "                                  fears  felt  field  fields  fierce  flesh  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0    0.0     0.0     0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0    0.0     0.0     0.0    0.0   \n",
       "...                                 ...   ...    ...     ...     ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0    0.0     0.0     0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0    0.0     0.0     0.0    0.0   \n",
       "\n",
       "                                  freedom  generous  gloom  humble  least  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt         0.0       0.0    0.0     0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0       0.0    0.0     0.0    0.0   \n",
       "...                                   ...       ...    ...     ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0       0.0    0.0     0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0       0.0    0.0     0.0    0.0   \n",
       "\n",
       "                                   lo  ray  rays  river  sake  sent  sit  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt     0.0  0.0   0.0    0.0   0.0   0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0  0.0   0.0    0.0   0.0   0.0  0.0   \n",
       "...                               ...  ...   ...    ...   ...   ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0  0.0   0.0    0.0   0.0   0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0  0.0   0.0    0.0   0.0   0.0  0.0   \n",
       "\n",
       "                                  sometime  songs  spirits  strains  swift  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt          0.0    0.0      0.0      0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt          0.0    0.0      0.0      0.0    0.0   \n",
       "...                                    ...    ...      ...      ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt       0.0    0.0      0.0      0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt       0.0    0.0      0.0      0.0    0.0   \n",
       "\n",
       "                                  three  together  vast  virtues  wish  wit  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt       0.0       0.0   0.0      0.0   0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0       0.0   0.0      0.0   0.0  0.0   \n",
       "...                                 ...       ...   ...      ...   ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0       0.0   0.0      0.0   0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0       0.0   0.0      0.0   0.0  0.0   \n",
       "\n",
       "                                  bid  blame  blow  boy  chance  cut  dying  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt     0.0    0.0   0.0  0.0     0.0  0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt     0.0    0.0   0.0  0.0     0.0  0.0    0.0   \n",
       "...                               ...    ...   ...  ...     ...  ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt  0.0    0.0   1.0  0.0     0.0  0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt  0.0    0.0   0.0  0.0     0.0  0.0    0.0   \n",
       "\n",
       "                                  forgotten  frown  future  guide  hight  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt           0.0    0.0     0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt           0.0    0.0     0.0    0.0    0.0   \n",
       "...                                     ...    ...     ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt        0.0    0.0     0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt        0.0    0.0     0.0    0.0    0.0   \n",
       "\n",
       "                                  justice  mad  mark  mortal  please  present  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt         0.0  0.0   0.0     0.0     0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0  0.0   0.0     0.0     0.0      0.0   \n",
       "...                                   ...  ...   ...     ...     ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0  0.0   0.0     0.0     0.0      1.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0  0.0   0.0     0.0     0.0      0.0   \n",
       "\n",
       "                                  rocks  shadows  shame  simple  tide  took  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt       0.0      0.0    0.0     0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0      0.0    0.0     0.0   0.0   0.0   \n",
       "...                                 ...      ...    ...     ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0      0.0    0.0     0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0      0.0    0.0     0.0   0.0   0.0   \n",
       "\n",
       "                                  wandering  woods  wrought  beams  bow  ease  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt           0.0    0.0      0.0    0.0  0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt           0.0    0.0      0.0    0.0  0.0   0.0   \n",
       "...                                     ...    ...      ...    ...  ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt        0.0    0.0      0.0    0.0  0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt        0.0    0.0      0.0    0.0  1.0   0.0   \n",
       "\n",
       "                                  evening  fit  flight  god's  graces  lone  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt         0.0  0.0     0.0    0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0  0.0     0.0    0.0     0.0   0.0   \n",
       "...                                   ...  ...     ...    ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0  0.0     0.0    0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0  0.0     0.0    0.0     0.0   0.0   \n",
       "\n",
       "                                  lose  mercy  mild  mountain  mouth  others  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0   0.0       0.0    0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0   0.0       0.0    0.0     0.0   \n",
       "...                                ...    ...   ...       ...    ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0   0.0       0.0    0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0   0.0       0.0    0.0     0.0   \n",
       "\n",
       "                                  perhaps  prayer  raze  reach  receive  rock  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt         0.0     0.0   0.0    0.0      0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0     0.0   0.0    0.0      0.0   0.0   \n",
       "...                                   ...     ...   ...    ...      ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0     0.0   0.0    0.0      0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0     0.0   0.0    0.0      0.0   0.0   \n",
       "\n",
       "                                  smiling  store  towards  woman  ask  bend  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt         0.0    0.0      0.0    0.0  0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0    0.0      0.0    0.0  0.0   0.0   \n",
       "...                                   ...    ...      ...    ...  ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0    0.0      0.0    0.0  0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0    0.0      0.0    0.0  0.0   0.0   \n",
       "\n",
       "                                  common  dare  drew  dwell  earth's  envy  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt        0.0   0.0   0.0    0.0      0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0   0.0   0.0    0.0      0.0   0.0   \n",
       "...                                  ...   ...   ...    ...      ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0   0.0   0.0    0.0      0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0   0.0   0.0    0.0      0.0   0.0   \n",
       "\n",
       "                                  fight  gilded  grew  infant  midnight  \\\n",
       "_fn                                                                       \n",
       "corpus/Sonnets/Z300342466.txt       0.0     0.0   0.0     0.0       0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0     0.0   0.0     0.0       0.0   \n",
       "...                                 ...     ...   ...     ...       ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0     0.0   0.0     0.0       0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    2.0     0.0   0.0     0.0       0.0   \n",
       "\n",
       "                                  pleasant  prize  seeing  shalt  soar  space  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt          0.0    0.0     0.0    0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt          0.0    0.0     0.0    0.0   0.0    0.0   \n",
       "...                                    ...    ...     ...    ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt       0.0    0.0     0.0    0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt       0.0    0.0     0.0    0.0   0.0    0.0   \n",
       "\n",
       "                                  strain  strife  unknown  vision  whence  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt        0.0     0.0      0.0     0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0     0.0      0.0     0.0     0.0   \n",
       "...                                  ...     ...      ...     ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0     0.0      0.0     0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0     0.0      0.0     0.0     0.0   \n",
       "\n",
       "                                  wilt  wing  yea  and'  beauty's  bloom  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0  0.0   0.0       0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0  0.0   0.0       0.0    0.0   \n",
       "...                                ...   ...  ...   ...       ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0  0.0   0.0       0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0  0.0   0.0       0.0    0.0   \n",
       "\n",
       "                                  choose  christ  climb  door  drink  dry  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt        0.0     0.0    0.0   0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0     0.0    0.0   0.0    0.0  0.0   \n",
       "...                                  ...     ...    ...   ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0     0.0    0.0   0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0     0.0    0.0   0.0    0.0  0.0   \n",
       "\n",
       "                                  fled  flies  i've  judge  kings  lady  \\\n",
       "_fn                                                                       \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0   0.0    0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0   0.0    0.0    0.0   0.0   \n",
       "...                                ...    ...   ...    ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0   0.0    0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0   0.0    0.0    0.0   0.0   \n",
       "\n",
       "                                  learned  lived  loss  man's  mean  \\\n",
       "_fn                                                                   \n",
       "corpus/Sonnets/Z300342466.txt         0.0    0.0   0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0    0.0   0.0    0.0   0.0   \n",
       "...                                   ...    ...   ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0    0.0   0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0    0.0   0.0    0.0   0.0   \n",
       "\n",
       "                                  mountains  native  pay  pen  ran  room  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt           0.0     0.0  0.0  0.0  0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt           0.0     0.0  0.0  0.0  0.0   0.0   \n",
       "...                                     ...     ...  ...  ...  ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt        0.0     0.0  0.0  0.0  0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt        0.0     0.0  0.0  0.0  0.0   0.0   \n",
       "\n",
       "                                  send  short  slowly  steep  tale  tomb  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0     0.0    0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0     0.0    0.0   0.0   0.0   \n",
       "...                                ...    ...     ...    ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0     0.0    0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0     0.0    0.0   0.0   0.0   \n",
       "\n",
       "                                  trace  verse  yes  aye  called  cease  cup  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt       1.0    0.0  0.0  0.0     0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0  0.0  0.0     0.0    0.0  0.0   \n",
       "...                                 ...    ...  ...  ...     ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0  0.0  0.0     0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0    0.0  0.0  0.0     0.0    0.0  0.0   \n",
       "\n",
       "                                  england  faithful  follow  genius  gift  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt         0.0       0.0     0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0       0.0     0.0     0.0   0.0   \n",
       "...                                   ...       ...     ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0       0.0     0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0       0.0     0.0     0.0   0.0   \n",
       "\n",
       "                                  given  glow  happiness  join  length  line  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0        0.0   0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0        0.0   0.0     0.0   0.0   \n",
       "...                                 ...   ...        ...   ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0        0.0   0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0        0.0   0.0     0.0   0.0   \n",
       "\n",
       "                                  lovers  magic  nay  next  noon  pains  put  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt        0.0    0.0  0.0   0.0   0.0    0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0    0.0  0.0   0.0   0.0    0.0  0.0   \n",
       "...                                  ...    ...  ...   ...   ...    ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0    0.0  0.0   0.0   0.0    0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0    0.0  0.0   0.0   0.0    0.0  0.0   \n",
       "\n",
       "                                  sang  ship  smiles  snow  solemn  sorrows  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0   0.0     0.0   0.0     0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0   0.0     0.0   0.0     0.0      0.0   \n",
       "...                                ...   ...     ...   ...     ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0   0.0     0.0   0.0     0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0   0.0     0.0   0.0     0.0      0.0   \n",
       "\n",
       "                                  steel  street  surely  though'  trembling  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt       0.0     0.0     0.0      0.0        0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0     0.0     0.0      0.0        0.0   \n",
       "...                                 ...     ...     ...      ...        ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0     0.0     0.0      0.0        0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0     0.0     0.0      0.0        0.0   \n",
       "\n",
       "                                  welcome  west  wine  woes  yellow  ages  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt         0.0   0.0   0.0   0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0   0.0   0.0   0.0     0.0   0.0   \n",
       "...                                   ...   ...   ...   ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0   0.0   0.0   0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0   0.0   0.0   0.0     0.0   0.0   \n",
       "\n",
       "                                  bade  believe  brain  bred  city  command  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0      0.0    0.0   0.0   0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0      0.0    0.0   0.0   0.0      0.0   \n",
       "...                                ...      ...    ...   ...   ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0      0.0    0.0   0.0   0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0      0.0    0.0   0.0   0.0      0.0   \n",
       "\n",
       "                                  constant  country  court  cross  death's  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt          2.0      0.0    0.0    0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt          0.0      0.0    0.0    0.0      0.0   \n",
       "...                                    ...      ...    ...    ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt       0.0      0.0    0.0    0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt       0.0      0.0    0.0    0.0      0.0   \n",
       "\n",
       "                                  deeds  east  eve  feed  fill  fine  fires  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0  0.0   0.0   0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0  0.0   0.0   0.0   0.0    0.0   \n",
       "...                                 ...   ...  ...   ...   ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0  0.0   0.0   0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0  0.0   0.0   0.0   0.0    0.0   \n",
       "\n",
       "                                  gives  grieve  heav'n  height  hell  hid  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt       0.0     0.0     0.0     0.0   0.0  0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0     0.0     0.0     0.0   0.0  0.0   \n",
       "...                                 ...     ...     ...     ...   ...  ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0     0.0     0.0     0.0   0.0  0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0     0.0     0.0     0.0   0.0  0.0   \n",
       "\n",
       "                                  higher  kept  lays  loose  muses  page  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt        0.0   0.0   0.0    0.0    0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0   0.0   0.0    0.0    0.0   0.0   \n",
       "...                                  ...   ...   ...    ...    ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0   0.0   0.0    0.0    0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0   0.0   0.0    0.0    0.0   0.0   \n",
       "\n",
       "                                  prime  promise  purple  remain  repose  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt       0.0      0.0     0.0     0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0      0.0     0.0     0.0     0.0   \n",
       "...                                 ...      ...     ...     ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0      0.0     0.0     0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0      0.0     0.0     0.0     0.0   \n",
       "\n",
       "                                  rough  sail  sees  shape  shines  sought  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0   0.0    0.0     0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0   0.0    0.0     0.0     0.0   \n",
       "...                                 ...   ...   ...    ...     ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0   0.0    0.0     0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0   0.0    0.0     0.0     0.0   \n",
       "\n",
       "                                  speech  storm  sword  taught  thunder  toil  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt        0.0    0.0    0.0     0.0      0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0    0.0    0.0     0.0      0.0   0.0   \n",
       "...                                  ...    ...    ...     ...      ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0    0.0    0.0     0.0      0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0    0.0    0.0     0.0      0.0   0.0   \n",
       "\n",
       "                                  tower  trust  whilst  witness  wone  wood  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt       0.0    0.0     0.0      0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0     0.0      0.0   0.0   0.0   \n",
       "...                                 ...    ...     ...      ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0     0.0      0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0    0.0     0.0      0.0   0.0   0.0   \n",
       "\n",
       "                                  worse  write  almost  although  an'  angry  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt       0.0    1.0     0.0       0.0  0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0    0.0     0.0       0.0  0.0    0.0   \n",
       "...                                 ...    ...     ...       ...  ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0    0.0     0.0       0.0  0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0    0.0     0.0       0.0  0.0    0.0   \n",
       "\n",
       "                                  awful  boar  brother  burning    c  calls  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt       0.0   0.0      0.0      0.0  0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0   0.0      0.0      0.0  0.0    0.0   \n",
       "...                                 ...   ...      ...      ...  ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0   0.0      0.0      0.0  0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0   0.0      0.0      0.0  0.0    0.0   \n",
       "\n",
       "                                  cell  chaste  cheer  claim  clay  cries  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt      0.0     0.0    0.0    0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0     0.0    0.0    0.0   0.0    0.0   \n",
       "...                                ...     ...    ...    ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0     0.0    0.0    0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0     0.0    0.0    0.0   0.0    0.0   \n",
       "\n",
       "                                  crimson  dance  deer  dumb  empty  fixed  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt         0.0    0.0   0.0   0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt         0.0    0.0   1.0   0.0    0.0    0.0   \n",
       "...                                   ...    ...   ...   ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt      0.0    0.0   0.0   0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt      0.0    0.0   0.0   0.0    0.0    0.0   \n",
       "\n",
       "                                  four  get  goes  grove  hail  iron  labour  \\\n",
       "_fn                                                                            \n",
       "corpus/Sonnets/Z300342466.txt      0.0  0.0   0.0    0.0   0.0   0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0  0.0   0.0    0.0   0.0   0.0     0.0   \n",
       "...                                ...  ...   ...    ...   ...   ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0  0.0   0.0    0.0   0.0   0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0  0.0   0.0    0.0   0.0   0.0     0.0   \n",
       "\n",
       "                                  lights  listen  lot  lyre  mankind  \\\n",
       "_fn                                                                    \n",
       "corpus/Sonnets/Z300342466.txt        0.0     0.0  0.0   0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0     0.0  0.0   0.0      0.0   \n",
       "...                                  ...     ...  ...   ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0     0.0  0.0   0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0     0.0  0.0   0.0      0.0   \n",
       "\n",
       "                                  mistress  moment  noise  numbers  pensive  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt          0.0     0.0    0.0      0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt          0.0     0.0    0.0      0.0      0.0   \n",
       "...                                    ...     ...    ...      ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt       0.0     1.0    0.0      0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt       0.0     0.0    0.0      0.0      0.0   \n",
       "\n",
       "                                  rude  shades  shone  shrine  slave  spite  \\\n",
       "_fn                                                                           \n",
       "corpus/Sonnets/Z300342466.txt      0.0     0.0    0.0     0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0     0.0    0.0     0.0    0.0    0.0   \n",
       "...                                ...     ...    ...     ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0     0.0    0.0     0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0     0.0    0.0     0.0    0.0    0.0   \n",
       "\n",
       "                                  spoke  springs  story  summer's  sway  tho'  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt       0.0      0.0    0.0       0.0   0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0      0.0    0.0       0.0   0.0   0.0   \n",
       "...                                 ...      ...    ...       ...   ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0      0.0    0.0       0.0   0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0      0.0    0.0       0.0   0.0   0.0   \n",
       "\n",
       "                                  told  tread  turns  wake  waste  watch  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0    0.0   0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0    0.0   0.0    0.0    0.0   \n",
       "...                                ...    ...    ...   ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0    0.0   0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0    0.0   0.0    0.0    0.0   \n",
       "\n",
       "                                  wife  yours  abroad  aid  angels  beat  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt      0.0    0.0     0.0  0.0     0.0   0.0   \n",
       "corpus/Sonnets/Z200273009.txt      0.0    0.0     0.0  0.0     0.0   0.0   \n",
       "...                                ...    ...     ...  ...     ...   ...   \n",
       "corpus/NotSonnets/Z300202663.txt   0.0    0.0     0.0  0.0     0.0   0.0   \n",
       "corpus/NotSonnets/Z400358659.txt   0.0    0.0     0.0  0.0     0.0   0.0   \n",
       "\n",
       "                                  beauteous  bind  bore  case  chloris  \\\n",
       "_fn                                                                      \n",
       "corpus/Sonnets/Z300342466.txt           0.0   0.0   0.0   0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt           0.0   0.0   0.0   0.0      0.0   \n",
       "...                                     ...   ...   ...   ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt        0.0   0.0   0.0   0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt        0.0   0.0   0.0   0.0      0.0   \n",
       "\n",
       "                                  daughter  dread  echo  fairest  falling  \\\n",
       "_fn                                                                         \n",
       "corpus/Sonnets/Z300342466.txt          0.0    0.0   0.0      0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt          0.0    0.0   0.0      0.0      0.0   \n",
       "...                                    ...    ...   ...      ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt       0.0    0.0   0.0      0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt       0.0    0.0   0.0      0.0      0.0   \n",
       "\n",
       "                                  feeble  fingers  foolish  gale  glass  \\\n",
       "_fn                                                                       \n",
       "corpus/Sonnets/Z300342466.txt        0.0      0.0      0.0   0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0      0.0      0.0   0.0    0.0   \n",
       "...                                  ...      ...      ...   ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0      0.0      0.0   0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0      0.0      0.0   0.0    0.0   \n",
       "\n",
       "                                  guest  health  heart's  heavy  hide  honest  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt       0.0     0.0      0.0    0.0   0.0     0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0     0.0      0.0    0.0   0.0     0.0   \n",
       "...                                 ...     ...      ...    ...   ...     ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0     0.0      0.0    0.0   0.0     0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0     0.0      0.0    0.0   0.0     0.0   \n",
       "\n",
       "                                  image  itself  jesus  lift  lofty  march  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt       0.0     0.0    0.0   0.0    0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0     0.0    0.0   0.0    0.0    0.0   \n",
       "...                                 ...     ...    ...   ...    ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0     0.0    0.0   0.0    0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0     0.0    0.0   0.0    0.0    0.0   \n",
       "\n",
       "                                  mirth  murmurs  nations  ours  parting  \\\n",
       "_fn                                                                        \n",
       "corpus/Sonnets/Z300342466.txt       0.0      0.0      0.0   0.0      0.0   \n",
       "corpus/Sonnets/Z200273009.txt       0.0      0.0      0.0   0.0      0.0   \n",
       "...                                 ...      ...      ...   ...      ...   \n",
       "corpus/NotSonnets/Z300202663.txt    0.0      0.0      0.0   0.0      0.0   \n",
       "corpus/NotSonnets/Z400358659.txt    0.0      0.0      0.0   0.0      0.0   \n",
       "\n",
       "                                  perchance  placed  pleasures  pursue  rhyme  \\\n",
       "_fn                                                                             \n",
       "corpus/Sonnets/Z300342466.txt           0.0     0.0        0.0     0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt           0.0     0.0        0.0     0.0    0.0   \n",
       "...                                     ...     ...        ...     ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt        0.0     0.0        0.0     0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt        0.0     0.0        0.0     0.0    0.0   \n",
       "\n",
       "                                  rising  sat  says  scenes  sister  smart  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt        0.0  0.0   0.0     0.0     0.0    0.0   \n",
       "corpus/Sonnets/Z200273009.txt        0.0  0.0   0.0     0.0     0.0    0.0   \n",
       "...                                  ...  ...   ...     ...     ...    ...   \n",
       "corpus/NotSonnets/Z300202663.txt     0.0  0.0   0.0     0.0     0.0    0.0   \n",
       "corpus/NotSonnets/Z400358659.txt     0.0  0.0   0.0     0.0     0.0    0.0   \n",
       "\n",
       "                                  something  sons  stands  steps  stranger  \\\n",
       "_fn                                                                          \n",
       "corpus/Sonnets/Z300342466.txt           0.0   0.0     0.0    0.0       0.0   \n",
       "corpus/Sonnets/Z200273009.txt           0.0   0.0     0.0    0.0       0.0   \n",
       "...                                     ...   ...     ...    ...       ...   \n",
       "corpus/NotSonnets/Z300202663.txt        0.0   0.0     0.0    0.0       0.0   \n",
       "corpus/NotSonnets/Z400358659.txt        0.0   0.0     0.0    0.0       0.0   \n",
       "\n",
       "                                  streams  sudden  there's  today  \n",
       "_fn                                                                \n",
       "corpus/Sonnets/Z300342466.txt         0.0     0.0      0.0    0.0  \n",
       "corpus/Sonnets/Z200273009.txt         0.0     0.0      0.0    0.0  \n",
       "...                                   ...     ...      ...    ...  \n",
       "corpus/NotSonnets/Z300202663.txt      0.0     0.0      0.0    0.0  \n",
       "corpus/NotSonnets/Z400358659.txt      0.0     0.0      0.0    0.0  \n",
       "\n",
       "[1300 rows x 1000 columns]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_feats_wordfreq = build_wordfreq_featureset(df)\n",
    "df_feats_wordfreq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_feats_wordfreq.to_csv(os.path.join(dir_featuresets,'wordfreqs.txt'),sep='\\t',encoding='utf-8')\n",
    "# last saved: 2/11 19:19"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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