notebooks/booknlp.ipynb

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          "text": [
            "\u001b[K     |████████████████████████████████| 2.4 MB 8.8 MB/s \n",
            "\u001b[K     |████████████████████████████████| 5.5 MB 11.2 MB/s \n",
            "\u001b[K     |████████████████████████████████| 182 kB 16.9 MB/s \n",
            "\u001b[K     |████████████████████████████████| 7.6 MB 45.3 MB/s \n",
            "\u001b[?25h  Building wheel for booknlp (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
          ]
        }
      ],
      "source": [
        "%pip install booknlp --quiet"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
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        "outputId": "a4b1d565-a8e0-4f5c-f035-fda822555a21"
      },
      "outputs": [],
      "source": [
        "from booknlp.booknlp import BookNLP\n",
        "import pandas as pd\n",
        "from pprint import pprint"
      ]
    },
    {
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          "text": [
            "{'pipeline': 'entity,quote,supersense,event,coref', 'model': 'big'}\n",
            "downloading entities_google_bert_uncased_L-6_H-768_A-12-v1.0.model\n",
            "downloading coref_google_bert_uncased_L-12_H-768_A-12-v1.0.model\n",
            "downloading speaker_google_bert_uncased_L-12_H-768_A-12-v1.0.1.model\n"
          ]
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        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "--- startup: 43.272 seconds ---\n"
          ]
        }
      ],
      "source": [
        "model_params={\n",
        "\t\t\"pipeline\":\"entity,quote,supersense,event,coref\", \n",
        "\t\t\"model\":\"big\"\n",
        "\t}\n",
        "\n",
        "booknlp=BookNLP(\"en\", model_params)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "background_save": true,
          "base_uri": "https://localhost:8080/"
        },
        "id": "MIbpHaYa4r_d",
        "outputId": "c5574744-c29d-48c6-bdd5-f68d625755ae"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "--- spacy: 38.515 seconds ---\n",
            "--- entities: 894.837 seconds ---\n",
            "--- quotes: 0.591 seconds ---\n",
            "Cannot resolve quotation\n",
            "--- attribution: 2130.899 seconds ---\n",
            "--- name coref: 0.782 seconds ---\n",
            "--- coref: 1183.279 seconds ---\n",
            "--- TOTAL (excl. startup): 4251.203 seconds ---, 256401 words\n"
          ]
        }
      ],
      "source": [
        "input_file=\"crime_and_punishment.txt\"\n",
        "output_directory=\"crime_and_punishment\"\n",
        "book_id=\"crime_and_punishment\"\n",
        "\n",
        "booknlp.process(input_file, output_directory, book_id)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 99,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "9223372036854775807"
            ]
          },
          "execution_count": 99,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "import sys\n",
        "import csv\n",
        "# wide future warnings\n",
        "import warnings\n",
        "warnings.simplefilter(action='ignore', category=FutureWarning)\n",
        "\n",
        "csv.field_size_limit(sys.maxsize)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 107,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "1474"
            ]
          },
          "execution_count": 107,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# read json file\n",
        "import json\n",
        "with open('crime_and_punishment/crime_and_punishment.book') as f:\n",
        "    data = json.load(f)\n",
        "\n",
        "len(data[\"characters\"])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 108,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "dict_keys(['agent', 'patient', 'mod', 'poss', 'id', 'g', 'count', 'mentions'])"
            ]
          },
          "execution_count": 108,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "data[\"characters\"][0].keys()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 101,
      "metadata": {
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          "base_uri": "https://localhost:8080/",
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        "id": "aMdYsIjhe8My",
        "outputId": "dca7bab9-02ae-4393-927a-00b34c144508"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "Skipping line 130152: unexpected end of data\n"
          ]
        },
        {
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              "      <th>token_ID_within_sentence</th>\n",
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              "      <th>dependency_relation</th>\n",
              "      <th>syntactic_head_ID</th>\n",
              "      <th>event</th>\n",
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              "  <tbody>\n",
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              "      <th>0</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
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              "      <td>﻿The</td>\n",
              "      <td>﻿the</td>\n",
              "      <td>0</td>\n",
              "      <td>4</td>\n",
              "      <td>PRON</td>\n",
              "      <td>DT</td>\n",
              "      <td>nmod</td>\n",
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              "      <td>Gutenberg</td>\n",
              "      <td>13</td>\n",
              "      <td>22</td>\n",
              "      <td>PROPN</td>\n",
              "      <td>NNP</td>\n",
              "      <td>compound</td>\n",
              "      <td>3</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>3</td>\n",
              "      <td>3</td>\n",
              "      <td>eBook</td>\n",
              "      <td>eBook</td>\n",
              "      <td>23</td>\n",
              "      <td>28</td>\n",
              "      <td>PROPN</td>\n",
              "      <td>NNP</td>\n",
              "      <td>nsubj</td>\n",
              "      <td>14</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
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              "      <th>4</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
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              "      <td>4</td>\n",
              "      <td>of</td>\n",
              "      <td>of</td>\n",
              "      <td>29</td>\n",
              "      <td>31</td>\n",
              "      <td>ADP</td>\n",
              "      <td>IN</td>\n",
              "      <td>prep</td>\n",
              "      <td>3</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
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              "</div>"
            ],
            "text/plain": [
              "   paragraph_ID  sentence_ID  token_ID_within_sentence  \\\n",
              "0             0            0                         0   \n",
              "1             0            0                         1   \n",
              "2             0            0                         2   \n",
              "3             0            0                         3   \n",
              "4             0            0                         4   \n",
              "\n",
              "   token_ID_within_document       word      lemma  byte_onset  byte_offset  \\\n",
              "0                         0       ﻿The       ﻿the           0            4   \n",
              "1                         1    Project    Project           5           12   \n",
              "2                         2  Gutenberg  Gutenberg          13           22   \n",
              "3                         3      eBook      eBook          23           28   \n",
              "4                         4         of         of          29           31   \n",
              "\n",
              "  POS_tag fine_POS_tag dependency_relation  syntactic_head_ID event  \n",
              "0    PRON           DT                nmod                  3     O  \n",
              "1   PROPN          NNP            compound                  3     O  \n",
              "2   PROPN          NNP            compound                  3     O  \n",
              "3   PROPN          NNP               nsubj                 14     O  \n",
              "4     ADP           IN                prep                  3     O  "
            ]
          },
          "execution_count": 101,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "tokens = pd.read_csv(\"crime_and_punishment/crime_and_punishment.tokens\", delimiter=\"\\t\", engine=\"python\", encoding='utf-8', error_bad_lines=False)\n",
        "tokens.head()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
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        "id": "NzvnbmeVg5l6",
        "outputId": "91bd96a6-5bae-4ddb-e807-5fd4ffac6ec0"
      },
      "outputs": [
        {
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>COREF</th>\n",
              "      <th>start_token</th>\n",
              "      <th>end_token</th>\n",
              "      <th>prop</th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
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              "      <th>0</th>\n",
              "      <td>111</td>\n",
              "      <td>10</td>\n",
              "      <td>11</td>\n",
              "      <td>PROP</td>\n",
              "      <td>PER</td>\n",
              "      <td>Fyodor Dostoevsky</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>1</td>\n",
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              "      <td>24</td>\n",
              "      <td>PROP</td>\n",
              "      <td>LOC</td>\n",
              "      <td>the United States</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>355</td>\n",
              "      <td>26</td>\n",
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              "      <td>NOM</td>\n",
              "      <td>LOC</td>\n",
              "      <td>most other parts of the world</td>\n",
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              "      <th>3</th>\n",
              "      <td>356</td>\n",
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              "      <td>31</td>\n",
              "      <td>NOM</td>\n",
              "      <td>LOC</td>\n",
              "      <td>the world</td>\n",
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              "      <th>4</th>\n",
              "      <td>357</td>\n",
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              "      <td>42</td>\n",
              "      <td>PRON</td>\n",
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            "text/plain": [
              "   COREF  start_token  end_token  prop  cat                           text\n",
              "0    111           10         11  PROP  PER              Fyodor Dostoevsky\n",
              "1      1           22         24  PROP  LOC              the United States\n",
              "2    355           26         31   NOM  LOC  most other parts of the world\n",
              "3    356           30         31   NOM  LOC                      the world\n",
              "4    357           42         42  PRON  PER                            You"
            ]
          },
          "execution_count": 16,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "entities = pd.read_csv(\"crime_and_punishment/crime_and_punishment.entities\", delimiter=\"\\t\")\n",
        "entities.head()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 615
        },
        "id": "_9s9rUzLhXRi",
        "outputId": "008d98ca-7385-47e6-ee48-80d69bb5aafe"
      },
      "outputs": [
        {
          "data": {
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              "      <td>111</td>\n",
              "      <td>“ Poor Folk . ”</td>\n",
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              "      <td>“ stern and just man , ”</td>\n",
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              "      <td>466</td>\n",
              "      <td>580</td>\n",
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              "      <td>“ Dead House , ”</td>\n",
              "    </tr>\n",
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              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   quote_start  quote_end mention_start mention_end mention_phrase char_id  \\\n",
              "0          283        287           275         275             he     111   \n",
              "1          374        405           408         408             I.     121   \n",
              "2          411        417           422         422            him     111   \n",
              "3          466        580           463         463     Dostoevsky     111   \n",
              "4          704        708           663         663             He     111   \n",
              "\n",
              "                                               quote  \n",
              "0                                    “ Poor Folk . ”  \n",
              "1  “ taking part in conversations against the cen...  \n",
              "2                           “ stern and just man , ”  \n",
              "3  “ They snapped words over our heads , and they...  \n",
              "4                                   “ Dead House , ”  "
            ]
          },
          "execution_count": 17,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "quote = pd.read_csv(\"crime_and_punishment/crime_and_punishment.quotes\", delimiter=\"\\t\")\n",
        "quote.head()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 363
        },
        "id": "pH9CobyghZZn",
        "outputId": "978a1507-9f70-4260-8de5-80af4bf1ada2"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
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              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>start_token</th>\n",
              "      <th>end_token</th>\n",
              "      <th>supersense_category</th>\n",
              "      <th>text</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2</td>\n",
              "      <td>2</td>\n",
              "      <td>noun.communication</td>\n",
              "      <td>Gutenberg</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>7</td>\n",
              "      <td>7</td>\n",
              "      <td>noun.act</td>\n",
              "      <td>Punishment</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>10</td>\n",
              "      <td>11</td>\n",
              "      <td>noun.person</td>\n",
              "      <td>Fyodor Dostoevsky</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>14</td>\n",
              "      <td>14</td>\n",
              "      <td>verb.stative</td>\n",
              "      <td>is</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>17</td>\n",
              "      <td>17</td>\n",
              "      <td>noun.act</td>\n",
              "      <td>use</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   start_token  end_token supersense_category               text\n",
              "0            2          2  noun.communication          Gutenberg\n",
              "1            7          7            noun.act         Punishment\n",
              "2           10         11         noun.person  Fyodor Dostoevsky\n",
              "3           14         14        verb.stative                 is\n",
              "4           17         17            noun.act                use"
            ]
          },
          "execution_count": 18,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "supsense = pd.read_csv(\"crime_and_punishment/crime_and_punishment.supersense\", delimiter=\"\\t\")\n",
        "supsense.head()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Analyze characters\n",
        "\n",
        "Code source: https://booknlp.pythonhumanities.com/04_character_analysis.html"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 70,
      "metadata": {
        "id": "rehIAPHRiaDg"
      },
      "outputs": [],
      "source": [
        "import json\n",
        "from collections import Counter\n",
        "\n",
        "def proc(filename):\n",
        "    with open(filename) as file:\n",
        "        data=json.load(file)\n",
        "    return data\n",
        "\n",
        "def get_counter_from_dependency_list(dep_list):\n",
        "    counter=Counter()\n",
        "    for token in dep_list:\n",
        "        term=token[\"w\"]\n",
        "        tokenGlobalIndex=token[\"i\"]\n",
        "        counter[term]+=1\n",
        "    return counter\n",
        "\n",
        "\n",
        "def create_character_data(data, printTop):\n",
        "    character_data = {}\n",
        "    for character in data[\"characters\"]:\n",
        "\n",
        "        agentList=character[\"agent\"]\n",
        "        patientList=character[\"patient\"]\n",
        "        possList=character[\"poss\"]\n",
        "        modList=character[\"mod\"]\n",
        "\n",
        "        character_id=character[\"id\"]\n",
        "        count=character[\"count\"]\n",
        "\n",
        "        referential_gender_distribution=referential_gender_prediction=\"unknown\"\n",
        "\n",
        "        if character[\"g\"] is not None and character[\"g\"] != \"unknown\":\n",
        "            referential_gender_distribution=character[\"g\"][\"inference\"]\n",
        "            referential_gender=character[\"g\"][\"argmax\"]\n",
        "\n",
        "        mentions=character[\"mentions\"]\n",
        "        proper_mentions=mentions[\"proper\"]\n",
        "        max_proper_mention=\"\"\n",
        "        \n",
        "        #Let's create some empty lists that we can append to.\n",
        "        poss_items = []\n",
        "        agent_items = []\n",
        "        patient_items = []\n",
        "        mod_items = []\n",
        "    \n",
        "        # just print out information about named characters\n",
        "        if len(mentions[\"proper\"]) > 0:\n",
        "            max_proper_mention=mentions[\"proper\"][0][\"n\"]\n",
        "            for k, v in get_counter_from_dependency_list(possList).most_common(printTop):\n",
        "                poss_items.append((v,k))\n",
        "                \n",
        "            for k, v in get_counter_from_dependency_list(agentList).most_common(printTop):\n",
        "                agent_items.append((v,k))     \n",
        "\n",
        "            for k, v in get_counter_from_dependency_list(patientList).most_common(printTop):\n",
        "                patient_items.append((v,k))     \n",
        "\n",
        "            for k, v in get_counter_from_dependency_list(modList).most_common(printTop):\n",
        "                mod_items.append((v,k))  \n",
        "\n",
        "            \n",
        "            \n",
        "            \n",
        "            # print(character_id, count, max_proper_mention, referential_gender)\n",
        "            character_data[character_id] = {\"id\": character_id,\n",
        "                                  \"count\": count,\n",
        "                                  \"max_proper_mention\": max_proper_mention,\n",
        "                                  \"referential_gender\": referential_gender,\n",
        "                                  \"possList\": poss_items,\n",
        "                                  \"agentList\": agent_items,\n",
        "                                  \"patientList\": patient_items,\n",
        "                                  \"modList\": mod_items\n",
        "                                 }\n",
        "                                \n",
        "    return character_data\n",
        "\n",
        "\n",
        "def find_verb_usage(character_data, analysis=[\"agent\", \"patient\"]):\n",
        "    new_analysis = []\n",
        "    for item in analysis:\n",
        "        if item == \"agent\":\n",
        "            new_analysis.append(\"agentList\")\n",
        "        elif item == \"patient\":\n",
        "            new_analysis.append(\"patientList\")\n",
        "    main_agents = {}\n",
        "    main_patients = {}\n",
        "    for character in character_data:\n",
        "        temp_data = character_data[character]\n",
        "        for item in new_analysis:\n",
        "            for verb in temp_data[item]:\n",
        "                verb = verb[1].lower()\n",
        "                if item == \"agentList\":\n",
        "                    if verb not in main_agents:\n",
        "                        main_agents[verb] = [(character, temp_data[\"max_proper_mention\"])]\n",
        "                    else:\n",
        "                        main_agents[verb].append((character, temp_data[\"max_proper_mention\"]))\n",
        "                elif item == \"patientList\":\n",
        "                    if verb not in main_patients:\n",
        "                        main_patients[verb] = [(character, temp_data[\"max_proper_mention\"])]\n",
        "                    else:\n",
        "                        main_patients[verb].append((character, temp_data[\"max_proper_mention\"]))\n",
        "    verb_usage = {\"agent\": main_agents,\n",
        "                 \"patient\": main_patients}\n",
        "    return verb_usage\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 71,
      "metadata": {},
      "outputs": [],
      "source": [
        "data=proc(\"crime_and_punishment/crime_and_punishment.book\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 72,
      "metadata": {},
      "outputs": [],
      "source": [
        "character_data = create_character_data(data, 20)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 73,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "{111: {'agentList': [(2, 'contrived'),\n",
            "                     (2, 'started'),\n",
            "                     (2, 'became'),\n",
            "                     (1, 'begun'),\n",
            "                     (1, 'says'),\n",
            "                     (1, 'concluded'),\n",
            "                     (1, 'had'),\n",
            "                     (1, 'thought'),\n",
            "                     (1, 'bid'),\n",
            "                     (1, 'recurs'),\n",
            "                     (1, 'describes'),\n",
            "                     (1, 'insists'),\n",
            "                     (1, 'began'),\n",
            "                     (1, 'shown'),\n",
            "                     (1, 'suffered'),\n",
            "                     (1, 'lost'),\n",
            "                     (1, 'took'),\n",
            "                     (1, 'made'),\n",
            "                     (1, 'received'),\n",
            "                     (1, 'died')],\n",
            "       'count': 72,\n",
            "       'id': 111,\n",
            "       'max_proper_mention': 'Dostoevsky',\n",
            "       'modList': [(1, 'son'), (1, 'writer')],\n",
            "       'patientList': [(1, 'found'),\n",
            "                       (1, 'arrested'),\n",
            "                       (1, 'accused'),\n",
            "                       (1, 'calls'),\n",
            "                       (1, 'condemned'),\n",
            "                       (1, 'led'),\n",
            "                       (1, 'allowed'),\n",
            "                       (1, 'weighed'),\n",
            "                       (1, 'forced'),\n",
            "                       (1, 'received'),\n",
            "                       (1, 'followed')],\n",
            "       'possList': [(5, 'brother'),\n",
            "                    (3, 'work'),\n",
            "                    (2, 'life'),\n",
            "                    (2, 'wife'),\n",
            "                    (1, 'parents'),\n",
            "                    (1, 'Majesty'),\n",
            "                    (1, 'mind'),\n",
            "                    (1, 'temper'),\n",
            "                    (1, 'case'),\n",
            "                    (1, 'writings'),\n",
            "                    (1, 'arrest'),\n",
            "                    (1, 'this'),\n",
            "                    (1, 'speech'),\n",
            "                    (1, 'insight'),\n",
            "                    (1, 'gifts')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 112: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 112,\n",
            "       'max_proper_mention': 'Constance Garnett',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 116: {'agentList': [(1, 'published')],\n",
            "       'count': 2,\n",
            "       'id': 116,\n",
            "       'max_proper_mention': 'the poet Nekrassov',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'review')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 120: {'agentList': [],\n",
            "       'count': 4,\n",
            "       'id': 120,\n",
            "       'max_proper_mention': 'Gogol',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 121: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 121,\n",
            "       'max_proper_mention': 'Nicholas',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 123: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 123,\n",
            "       'max_proper_mention': 'Mihail',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'they/them/their'},\n",
            " 126: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 126,\n",
            "       'max_proper_mention': 'Grigoryev',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'untied')],\n",
            "       'possList': [(1, 'sanity')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 128: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 128,\n",
            "       'max_proper_mention': 'Pushkin',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 131: {'agentList': [(77, 'said'),\n",
            "                     (73, 'know'),\n",
            "                     (57, 'felt'),\n",
            "                     (56, 'went'),\n",
            "                     (55, 'had'),\n",
            "                     (46, 'thought'),\n",
            "                     (45, 'looked'),\n",
            "                     (45, 'come'),\n",
            "                     (45, 'want'),\n",
            "                     (36, 'have'),\n",
            "                     (36, 'believe'),\n",
            "                     (36, 'walked'),\n",
            "                     (35, 'began'),\n",
            "                     (34, 'heard'),\n",
            "                     (31, 'think'),\n",
            "                     (29, 'tell'),\n",
            "                     (29, 'made'),\n",
            "                     (29, 'stood'),\n",
            "                     (28, 'turned'),\n",
            "                     (27, 'asked')],\n",
            "       'count': 4561,\n",
            "       'id': 131,\n",
            "       'max_proper_mention': 'Raskolnikov',\n",
            "       'modList': [(14, 'afraid'),\n",
            "                   (9, 'ill'),\n",
            "                   (8, 'man'),\n",
            "                   (7, 'able'),\n",
            "                   (6, 'asleep'),\n",
            "                   (6, 'sure'),\n",
            "                   (5, 'aware'),\n",
            "                   (5, 'delirious'),\n",
            "                   (4, 'glad'),\n",
            "                   (4, 'mistaken'),\n",
            "                   (4, 'ready'),\n",
            "                   (4, 'sick'),\n",
            "                   (4, 'tired'),\n",
            "                   (3, 'uneasy'),\n",
            "                   (3, 'pale'),\n",
            "                   (3, 'about'),\n",
            "                   (3, 'capable'),\n",
            "                   (3, 'weak'),\n",
            "                   (3, 'right'),\n",
            "                   (2, 'convinced')],\n",
            "       'patientList': [(16, 'tell'),\n",
            "                       (14, 'see'),\n",
            "                       (13, 'told'),\n",
            "                       (11, 'asked'),\n",
            "                       (7, 'cried'),\n",
            "                       (7, 'struck'),\n",
            "                       (7, 'left'),\n",
            "                       (7, 'arrest'),\n",
            "                       (6, 'take'),\n",
            "                       (6, 'thought'),\n",
            "                       (5, 'Excuse'),\n",
            "                       (5, 'betray'),\n",
            "                       (5, 'addressing'),\n",
            "                       (5, 'saw'),\n",
            "                       (5, 'put'),\n",
            "                       (4, 'taking'),\n",
            "                       (4, 'drew'),\n",
            "                       (4, 'know'),\n",
            "                       (4, 'Believe'),\n",
            "                       (4, 'assure')],\n",
            "       'possList': [(29, 'mind'),\n",
            "                    (27, 'hand'),\n",
            "                    (24, 'eyes'),\n",
            "                    (24, 'head'),\n",
            "                    (23, 'heart'),\n",
            "                    (22, 'mother'),\n",
            "                    (21, 'sister'),\n",
            "                    (18, 'hands'),\n",
            "                    (17, 'face'),\n",
            "                    (13, 'room'),\n",
            "                    (10, 'pocket'),\n",
            "                    (10, 'way'),\n",
            "                    (9, 'father'),\n",
            "                    (8, 'name'),\n",
            "                    (7, 'lips'),\n",
            "                    (7, 'life'),\n",
            "                    (7, 'article'),\n",
            "                    (6, 'back'),\n",
            "                    (6, 'strength'),\n",
            "                    (6, 'cap')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 132: {'agentList': [(3, 'come'),\n",
            "                     (3, 'began'),\n",
            "                     (3, 'gave'),\n",
            "                     (2, 'knew'),\n",
            "                     (2, 'worked'),\n",
            "                     (2, 'did'),\n",
            "                     (2, 'get'),\n",
            "                     (2, 'lifted'),\n",
            "                     (2, 'used'),\n",
            "                     (1, 'standing'),\n",
            "                     (1, 'make'),\n",
            "                     (1, 'saying'),\n",
            "                     (1, 'said'),\n",
            "                     (1, 'pondering'),\n",
            "                     (1, 'undertook'),\n",
            "                     (1, 'employed'),\n",
            "                     (1, 'spoke'),\n",
            "                     (1, 'earned'),\n",
            "                     (1, 'dare'),\n",
            "                     (1, 'left')],\n",
            "       'count': 152,\n",
            "       'id': 132,\n",
            "       'max_proper_mention': 'Lizaveta',\n",
            "       'modList': [(2, 'hideous'),\n",
            "                   (1, 'woman'),\n",
            "                   (1, 'slave'),\n",
            "                   (1, 'fright'),\n",
            "                   (1, 'able'),\n",
            "                   (1, 'honest'),\n",
            "                   (1, 'submissive'),\n",
            "                   (1, 'timid'),\n",
            "                   (1, 'high'),\n",
            "                   (1, 'younger'),\n",
            "                   (1, 'sister'),\n",
            "                   (1, 'skinned'),\n",
            "                   (1, 'creature'),\n",
            "                   (1, 'simple'),\n",
            "                   (1, 'good'),\n",
            "                   (1, 'alive')],\n",
            "       'patientList': [(9, 'killed'),\n",
            "                       (3, 'know'),\n",
            "                       (2, 'murdered'),\n",
            "                       (1, 'beat'),\n",
            "                       (1, 'invited'),\n",
            "                       (1, 'had'),\n",
            "                       (1, 'send'),\n",
            "                       (1, 'stood'),\n",
            "                       (1, 'seen'),\n",
            "                       (1, 'brought'),\n",
            "                       (1, 'asked'),\n",
            "                       (1, 'murdering'),\n",
            "                       (1, 'kill'),\n",
            "                       (1, 'wear')],\n",
            "       'possList': [(8, 'sister'),\n",
            "                    (5, 'face'),\n",
            "                    (2, 'mind'),\n",
            "                    (2, 'hand'),\n",
            "                    (2, 'mouth'),\n",
            "                    (1, 'day'),\n",
            "                    (1, 'night'),\n",
            "                    (1, 'while'),\n",
            "                    (1, 'person'),\n",
            "                    (1, 'smile'),\n",
            "                    (1, 'queerness'),\n",
            "                    (1, 'money'),\n",
            "                    (1, 'finger'),\n",
            "                    (1, 'arms'),\n",
            "                    (1, 'bundle'),\n",
            "                    (1, 'cross')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 133: {'agentList': [(1, 'went'),\n",
            "                     (1, 'keeps'),\n",
            "                     (1, 'give'),\n",
            "                     (1, 'gave'),\n",
            "                     (1, 'took'),\n",
            "                     (1, 'had'),\n",
            "                     (1, 'kept'),\n",
            "                     (1, 'know'),\n",
            "                     (1, 'killed')],\n",
            "       'count': 34,\n",
            "       'id': 133,\n",
            "       'max_proper_mention': 'Alyona Ivanovna',\n",
            "       'modList': [(1, 'sister'),\n",
            "                   (1, 'rate'),\n",
            "                   (1, 'rich'),\n",
            "                   (1, 'harpy'),\n",
            "                   (1, 'spiteful'),\n",
            "                   (1, 'uncertain')],\n",
            "       'patientList': [(1, 'give'),\n",
            "                       (1, 'bringing'),\n",
            "                       (1, 'brought'),\n",
            "                       (1, 'murdered')],\n",
            "       'possList': [(2, 'sister'), (1, 'address'), (1, 'name')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 134: {'agentList': [(5, 'knows'),\n",
            "                     (4, 'grant'),\n",
            "                     (3, 'forgive'),\n",
            "                     (2, 'sent'),\n",
            "                     (2, 'give'),\n",
            "                     (2, 'delivered'),\n",
            "                     (2, 'allow'),\n",
            "                     (2, 'protect'),\n",
            "                     (2, 'broke'),\n",
            "                     (2, 'forbid'),\n",
            "                     (1, 'bless'),\n",
            "                     (1, 'have'),\n",
            "                     (1, 'going'),\n",
            "                     (1, 'get'),\n",
            "                     (1, 'tell'),\n",
            "                     (1, 'rest'),\n",
            "                     (1, 'cried'),\n",
            "                     (1, 'let'),\n",
            "                     (1, 'lets'),\n",
            "                     (1, 'do')],\n",
            "       'count': 101,\n",
            "       'id': 134,\n",
            "       'max_proper_mention': 'God',\n",
            "       'modList': [(2, 'merciful')],\n",
            "       'patientList': [(8, 'Thank'),\n",
            "                       (7, 'thank'),\n",
            "                       (1, 'excited--“good'),\n",
            "                       (1, 'see'),\n",
            "                       (1, 'found')],\n",
            "       'possList': [(2, 'sake'),\n",
            "                    (2, 'hands'),\n",
            "                    (1, 'excellency'),\n",
            "                    (1, 'hips'),\n",
            "                    (1, 'heels'),\n",
            "                    (1, 'means')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 136: {'agentList': [(6, 'come'),\n",
            "                     (2, 'has'),\n",
            "                     (2, 'spoken'),\n",
            "                     (2, 'had'),\n",
            "                     (2, 'believed'),\n",
            "                     (1, 'went'),\n",
            "                     (1, 'struck'),\n",
            "                     (1, 'turned'),\n",
            "                     (1, 'understand'),\n",
            "                     (1, 'remained'),\n",
            "                     (1, 'regarded'),\n",
            "                     (1, 'decide'),\n",
            "                     (1, 'wanted'),\n",
            "                     (1, 'given'),\n",
            "                     (1, 'shown'),\n",
            "                     (1, 'understands'),\n",
            "                     (1, 'listened'),\n",
            "                     (1, 'make'),\n",
            "                     (1, 'suppose'),\n",
            "                     (1, 'declared')],\n",
            "       'count': 182,\n",
            "       'id': 136,\n",
            "       'max_proper_mention': 'Sofya Semyonovna',\n",
            "       'modList': [(1, 'name'),\n",
            "                   (1, 'character'),\n",
            "                   (1, 'orphan'),\n",
            "                   (1, 'thief'),\n",
            "                   (1, 'likely'),\n",
            "                   (1, 'horrified'),\n",
            "                   (1, 'bad'),\n",
            "                   (1, 'mother')],\n",
            "       'patientList': [(3, 'developing'),\n",
            "                       (3, 'see'),\n",
            "                       (2, 'tell'),\n",
            "                       (2, 'seen'),\n",
            "                       (1, 'addressing'),\n",
            "                       (1, 'respect'),\n",
            "                       (1, 'rouse'),\n",
            "                       (1, 'asked'),\n",
            "                       (1, 'wronged'),\n",
            "                       (1, 'attract'),\n",
            "                       (1, 'treated'),\n",
            "                       (1, 'despise'),\n",
            "                       (1, 'drove'),\n",
            "                       (1, 'gave'),\n",
            "                       (1, 'Protect'),\n",
            "                       (1, 'test'),\n",
            "                       (1, 'call'),\n",
            "                       (1, 'frighten'),\n",
            "                       (1, 'means'),\n",
            "                       (1, 'invited')],\n",
            "       'possList': [(6, 'pocket'),\n",
            "                    (2, 'sister'),\n",
            "                    (1, 'duty'),\n",
            "                    (1, 'action'),\n",
            "                    (1, 'protest'),\n",
            "                    (1, 'character'),\n",
            "                    (1, 'chastity'),\n",
            "                    (1, 'dignity'),\n",
            "                    (1, 'funeral'),\n",
            "                    (1, 'hand'),\n",
            "                    (1, 'part'),\n",
            "                    (1, 'finger'),\n",
            "                    (1, 'stepmother'),\n",
            "                    (1, 'ears'),\n",
            "                    (1, 'eyes'),\n",
            "                    (1, 'illness')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 137: {'agentList': [(10, 'saw'),\n",
            "                     (6, 'said'),\n",
            "                     (3, 'stood'),\n",
            "                     (3, 'mean'),\n",
            "                     (3, 'thought'),\n",
            "                     (3, 'put'),\n",
            "                     (2, 'gave'),\n",
            "                     (2, 'walked'),\n",
            "                     (2, 'held'),\n",
            "                     (2, 'heard'),\n",
            "                     (2, 'come'),\n",
            "                     (2, 'bear'),\n",
            "                     (2, 'repeated'),\n",
            "                     (2, 'kept'),\n",
            "                     (2, 'understand'),\n",
            "                     (2, 'take'),\n",
            "                     (2, 'slipped'),\n",
            "                     (2, 'did'),\n",
            "                     (2, 'had'),\n",
            "                     (2, 'wanted')],\n",
            "       'count': 183,\n",
            "       'id': 137,\n",
            "       'max_proper_mention': 'Lebeziatnikov',\n",
            "       'modList': [(1, 'angry'),\n",
            "                   (1, 'witness'),\n",
            "                   (1, 'crazy'),\n",
            "                   (1, 'ready'),\n",
            "                   (1, 'minute'),\n",
            "                   (1, 'breathless'),\n",
            "                   (1, 'fact'),\n",
            "                   (1, 'ashamed'),\n",
            "                   (1, 'tired')],\n",
            "       'patientList': [(2, 'asked'),\n",
            "                       (1, 'call'),\n",
            "                       (1, 'repeated'),\n",
            "                       (1, 'take'),\n",
            "                       (1, 'watched'),\n",
            "                       (1, 'sent'),\n",
            "                       (1, 'struck'),\n",
            "                       (1, 'thanking'),\n",
            "                       (1, 'thank'),\n",
            "                       (1, 'show'),\n",
            "                       (1, 'express'),\n",
            "                       (1, 'believed'),\n",
            "                       (1, 'cried'),\n",
            "                       (1, 'addressing'),\n",
            "                       (1, 'called'),\n",
            "                       (1, 'Excuse'),\n",
            "                       (1, 'followed')],\n",
            "       'possList': [(6, 'hand'),\n",
            "                    (2, 'eyes'),\n",
            "                    (2, 'oath'),\n",
            "                    (1, 'hands'),\n",
            "                    (1, 'rudeness'),\n",
            "                    (1, 'dignity'),\n",
            "                    (1, 'money'),\n",
            "                    (1, 'words'),\n",
            "                    (1, 'mind'),\n",
            "                    (1, 'convictions'),\n",
            "                    (1, 'principles'),\n",
            "                    (1, 'left'),\n",
            "                    (1, 'secret'),\n",
            "                    (1, 'harangue'),\n",
            "                    (1, 'face'),\n",
            "                    (1, 'speech'),\n",
            "                    (1, 'line')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 138: {'agentList': [(18, 'cried'),\n",
            "                     (14, 'had'),\n",
            "                     (8, 'has'),\n",
            "                     (8, 'said'),\n",
            "                     (8, 'told'),\n",
            "                     (8, 'rushed'),\n",
            "                     (7, 'began'),\n",
            "                     (6, 'put'),\n",
            "                     (6, 'heard'),\n",
            "                     (6, 'seemed'),\n",
            "                     (6, 'ran'),\n",
            "                     (6, 'took'),\n",
            "                     (5, 'understand'),\n",
            "                     (5, 'begin'),\n",
            "                     (5, 'see'),\n",
            "                     (5, 'die'),\n",
            "                     (4, 'stood'),\n",
            "                     (4, 'shouted'),\n",
            "                     (4, 'looked'),\n",
            "                     (4, 'used')],\n",
            "       'count': 843,\n",
            "       'id': 138,\n",
            "       'max_proper_mention': 'Katerina Ivanovna',\n",
            "       'modList': [(2, 'person'),\n",
            "                   (2, 'daughter'),\n",
            "                   (2, 'unjust'),\n",
            "                   (2, 'able'),\n",
            "                   (2, 'anxious'),\n",
            "                   (2, 'mad'),\n",
            "                   (1, 'magnanimous'),\n",
            "                   (1, 'full'),\n",
            "                   (1, 'lady'),\n",
            "                   (1, 'irritable'),\n",
            "                   (1, 'younger'),\n",
            "                   (1, 'woman'),\n",
            "                   (1, 'landlady'),\n",
            "                   (1, 'busy'),\n",
            "                   (1, 'unwilling'),\n",
            "                   (1, 'unhappy'),\n",
            "                   (1, 'pure'),\n",
            "                   (1, 'angry'),\n",
            "                   (1, 'good'),\n",
            "                   (1, 'bold')],\n",
            "       'patientList': [(3, 'blame'),\n",
            "                       (3, 'brought'),\n",
            "                       (3, 'respected'),\n",
            "                       (3, 'tell'),\n",
            "                       (3, 'help'),\n",
            "                       (2, 'saw'),\n",
            "                       (2, 'recognised'),\n",
            "                       (2, 'compensate'),\n",
            "                       (2, 'see'),\n",
            "                       (2, 'restrain'),\n",
            "                       (2, 'waved'),\n",
            "                       (2, 'cut'),\n",
            "                       (1, 'used'),\n",
            "                       (1, 'wound'),\n",
            "                       (1, 'treated'),\n",
            "                       (1, 'comforts'),\n",
            "                       (1, 'got'),\n",
            "                       (1, 'smartened'),\n",
            "                       (1, 'asking'),\n",
            "                       (1, 'needed')],\n",
            "       'possList': [(10, 'hands'),\n",
            "                    (10, 'father'),\n",
            "                    (9, 'husband'),\n",
            "                    (8, 'head'),\n",
            "                    (7, 'chest'),\n",
            "                    (6, 'eyes'),\n",
            "                    (5, 'mind'),\n",
            "                    (4, 'cheeks'),\n",
            "                    (4, 'face'),\n",
            "                    (4, 'body'),\n",
            "                    (4, 'knees'),\n",
            "                    (4, 'room'),\n",
            "                    (4, 'lips'),\n",
            "                    (3, 'stockings'),\n",
            "                    (3, 'arms'),\n",
            "                    (3, 'children'),\n",
            "                    (3, 'hand'),\n",
            "                    (3, 'feelings'),\n",
            "                    (2, 'breathing'),\n",
            "                    (2, 'papa')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 139: {'agentList': [(4, 'said'),\n",
            "                     (4, 'looked'),\n",
            "                     (3, 'read'),\n",
            "                     (3, 'stopped'),\n",
            "                     (3, 'has'),\n",
            "                     (3, 'gave'),\n",
            "                     (2, 'had'),\n",
            "                     (2, 'got'),\n",
            "                     (2, 'laid'),\n",
            "                     (2, 'comes'),\n",
            "                     (1, 'attained'),\n",
            "                     (1, '’s'),\n",
            "                     (1, 'made'),\n",
            "                     (1, 'drove'),\n",
            "                     (1, 'speaking'),\n",
            "                     (1, 'get'),\n",
            "                     (1, 'came'),\n",
            "                     (1, 'walked'),\n",
            "                     (1, 'comforts'),\n",
            "                     (1, 'gives')],\n",
            "       'count': 128,\n",
            "       'id': 139,\n",
            "       'max_proper_mention': 'Sonia',\n",
            "       'modList': [(1, 'creature'),\n",
            "                   (1, 'unsteadier'),\n",
            "                   (1, 'bankrupt'),\n",
            "                   (1, 'girl')],\n",
            "       'patientList': [(1, 'paid'),\n",
            "                       (1, 'drove'),\n",
            "                       (1, 'reviling'),\n",
            "                       (1, 'take'),\n",
            "                       (1, 'see'),\n",
            "                       (1, 'ask'),\n",
            "                       (1, 'have'),\n",
            "                       (1, 'carry'),\n",
            "                       (1, 'carried'),\n",
            "                       (1, 'laid'),\n",
            "                       (1, 'find'),\n",
            "                       (1, 'reached'),\n",
            "                       (1, 'saw'),\n",
            "                       (1, 'noticed'),\n",
            "                       (1, 'recognising'),\n",
            "                       (1, 'seen'),\n",
            "                       (1, 'recognised')],\n",
            "       'possList': [(3, 'father'),\n",
            "                    (2, 'cape'),\n",
            "                    (2, 'shoes'),\n",
            "                    (1, 'education'),\n",
            "                    (1, 'kerchief'),\n",
            "                    (1, 'bed'),\n",
            "                    (1, 'feet'),\n",
            "                    (1, 'account'),\n",
            "                    (1, 'own'),\n",
            "                    (1, 'money'),\n",
            "                    (1, 'hands'),\n",
            "                    (1, 'last'),\n",
            "                    (1, 'appearance'),\n",
            "                    (1, 'foot'),\n",
            "                    (1, 'heart'),\n",
            "                    (1, 'fate'),\n",
            "                    (1, 'question'),\n",
            "                    (1, 'head'),\n",
            "                    (1, 'face'),\n",
            "                    (1, 'bewildered')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 141: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 141,\n",
            "       'max_proper_mention': 'Ivan Ivanitch Klopstock',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 142: {'agentList': [],\n",
            "       'count': 7,\n",
            "       'id': 142,\n",
            "       'max_proper_mention': '....',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 143: {'agentList': [(1, 'took')],\n",
            "       'count': 3,\n",
            "       'id': 143,\n",
            "       'max_proper_mention': 'Darya Frantsovna',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'backed')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 144: {'agentList': [(1, 'hear')],\n",
            "       'count': 2,\n",
            "       'id': 144,\n",
            "       'max_proper_mention': 'Amalia Fyodorovna',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'they/them/their'},\n",
            " 145: {'agentList': [(1, 'ran'), (1, 'leaves'), (1, 'gone')],\n",
            "       'count': 12,\n",
            "       'id': 145,\n",
            "       'max_proper_mention': 'Kapernaumov',\n",
            "       'modList': [(1, 'man'), (1, 'deaf')],\n",
            "       'patientList': [(1, 'Ask')],\n",
            "       'possList': [(1, 'door')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 146: {'agentList': [],\n",
            "       'count': 4,\n",
            "       'id': 146,\n",
            "       'max_proper_mention': 'Ivan Afanasyvitch',\n",
            "       'modList': [(1, 'wax')],\n",
            "       'patientList': [(1, 'know')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 147: {'agentList': [(3, 'says'),\n",
            "                     (1, 'resting'),\n",
            "                     (1, 'went'),\n",
            "                     (1, 'promise'),\n",
            "                     (1, 'got'),\n",
            "                     (1, 'dying'),\n",
            "                     (1, 'die'),\n",
            "                     (1, 'had'),\n",
            "                     (1, 'abandoned'),\n",
            "                     (1, 'known')],\n",
            "       'count': 34,\n",
            "       'id': 147,\n",
            "       'max_proper_mention': 'Semyon Zaharovitch',\n",
            "       'modList': [(1, 'tired')],\n",
            "       'patientList': [(1, 'went'),\n",
            "                       (1, 'led'),\n",
            "                       (1, 'remembers'),\n",
            "                       (1, 'abandoned'),\n",
            "                       (1, 'Turn')],\n",
            "       'possList': [(3, 'excellency'),\n",
            "                    (1, 'work'),\n",
            "                    (1, 'study'),\n",
            "                    (1, 'services'),\n",
            "                    (1, 'propensity'),\n",
            "                    (1, 'word'),\n",
            "                    (1, 'weakness'),\n",
            "                    (1, 'death'),\n",
            "                    (1, 'daughter')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 149: {'agentList': [],\n",
            "       'count': 5,\n",
            "       'id': 149,\n",
            "       'max_proper_mention': 'Kozel',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(3, 'house')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 150: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 150,\n",
            "       'max_proper_mention': 'Amalia Lippevechsel',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'flat')],\n",
            "       'referential_gender': 'they/them/their'},\n",
            " 151: {'agentList': [(8, 'went'),\n",
            "                     (6, 'brought'),\n",
            "                     (6, 'have'),\n",
            "                     (5, 'came'),\n",
            "                     (5, 'said'),\n",
            "                     (4, 'looked'),\n",
            "                     (4, 'standing'),\n",
            "                     (3, 'set'),\n",
            "                     (3, 'felt'),\n",
            "                     (3, 'cried'),\n",
            "                     (3, 'stood'),\n",
            "                     (3, 'left'),\n",
            "                     (3, 'tell'),\n",
            "                     (3, 'answered'),\n",
            "                     (3, 'returned'),\n",
            "                     (3, 'know'),\n",
            "                     (2, 'think'),\n",
            "                     (2, 'take'),\n",
            "                     (2, 'began'),\n",
            "                     (2, 'want')],\n",
            "       'count': 228,\n",
            "       'id': 151,\n",
            "       'max_proper_mention': 'Nastasya',\n",
            "       'modList': [(1, 'pleased'),\n",
            "                   (1, 'woman'),\n",
            "                   (1, 'fool'),\n",
            "                   (1, 'clever'),\n",
            "                   (1, 'girl'),\n",
            "                   (1, 'eager'),\n",
            "                   (1, 'fascinated'),\n",
            "                   (1, 'specimens'),\n",
            "                   (1, 'bashful'),\n",
            "                   (1, 'crowded')],\n",
            "       'patientList': [(2, 'asked'),\n",
            "                       (1, 'recognised'),\n",
            "                       (1, 'fetch'),\n",
            "                       (1, 'overcome'),\n",
            "                       (1, 'given'),\n",
            "                       (1, 'amused'),\n",
            "                       (1, 'motioned'),\n",
            "                       (1, 'scolding'),\n",
            "                       (1, 'retorted'),\n",
            "                       (1, 'shaking'),\n",
            "                       (1, 'remembered'),\n",
            "                       (1, 'tell'),\n",
            "                       (1, 'wanted'),\n",
            "                       (1, 'observed'),\n",
            "                       (1, 'beat'),\n",
            "                       (1, 'plying'),\n",
            "                       (1, 'assure'),\n",
            "                       (1, 'told')],\n",
            "       'possList': [(2, 'eyes'),\n",
            "                    (1, 'teapot'),\n",
            "                    (1, 'money'),\n",
            "                    (1, 'copecks'),\n",
            "                    (1, 'pot'),\n",
            "                    (1, 'goodness'),\n",
            "                    (1, 'absence'),\n",
            "                    (1, 'fist'),\n",
            "                    (1, 'giggle'),\n",
            "                    (1, 'scrutiny'),\n",
            "                    (1, 'landlady'),\n",
            "                    (1, 'nonsense'),\n",
            "                    (1, 'fingers'),\n",
            "                    (1, 'dear'),\n",
            "                    (1, 'temper'),\n",
            "                    (1, 'name'),\n",
            "                    (1, 'delight'),\n",
            "                    (1, 'sock'),\n",
            "                    (1, 'back'),\n",
            "                    (1, 'story')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 152: {'agentList': [(1, 'means'),\n",
            "                     (1, 'had'),\n",
            "                     (1, 'shaved'),\n",
            "                     (1, 'locked'),\n",
            "                     (1, 'made'),\n",
            "                     (1, 'liking')],\n",
            "       'count': 17,\n",
            "       'id': 152,\n",
            "       'max_proper_mention': 'Praskovya Pavlovna',\n",
            "       'modList': [(1, 'foolish'), (1, 'jealous'), (1, 'gossip')],\n",
            "       'patientList': [(1, 'thank'), (1, 'locked')],\n",
            "       'possList': [(1, 'husband'), (1, 'parlour')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 153: {'agentList': [(15, 'had'),\n",
            "                     (14, 'know'),\n",
            "                     (13, 'heard'),\n",
            "                     (13, 'come'),\n",
            "                     (10, 'think'),\n",
            "                     (9, 'made'),\n",
            "                     (8, 'said'),\n",
            "                     (8, 'has'),\n",
            "                     (8, 'going'),\n",
            "                     (7, 'believe'),\n",
            "                     (6, 'asked'),\n",
            "                     (6, 'began'),\n",
            "                     (6, 'wanted'),\n",
            "                     (5, 'see'),\n",
            "                     (5, 'go'),\n",
            "                     (5, 'have'),\n",
            "                     (5, 'went'),\n",
            "                     (4, 'wrote'),\n",
            "                     (4, 'given'),\n",
            "                     (4, 'answered')],\n",
            "       'count': 909,\n",
            "       'id': 153,\n",
            "       'max_proper_mention': 'Rodya',\n",
            "       'modList': [(11, 'man'),\n",
            "                   (3, 'kind'),\n",
            "                   (2, 'ill'),\n",
            "                   (2, 'right'),\n",
            "                   (2, 'sure'),\n",
            "                   (2, 'angry'),\n",
            "                   (2, 'afraid'),\n",
            "                   (2, 'glad'),\n",
            "                   (1, 'opponent'),\n",
            "                   (1, 'clever'),\n",
            "                   (1, 'cautious'),\n",
            "                   (1, 'student'),\n",
            "                   (1, 'generous'),\n",
            "                   (1, 'delicate'),\n",
            "                   (1, 'anxious'),\n",
            "                   (1, 'comfort'),\n",
            "                   (1, 'conscious'),\n",
            "                   (1, 'fiancé'),\n",
            "                   (1, 'irritable'),\n",
            "                   (1, 'dead')],\n",
            "       'patientList': [(4, 'loves'),\n",
            "                       (3, 'tell'),\n",
            "                       (3, 'know'),\n",
            "                       (3, 'see'),\n",
            "                       (3, 'ask'),\n",
            "                       (3, 'invited'),\n",
            "                       (2, 'love'),\n",
            "                       (2, 'occupied'),\n",
            "                       (2, 'leave'),\n",
            "                       (2, 'seeing'),\n",
            "                       (2, 'marry'),\n",
            "                       (2, 'marrying'),\n",
            "                       (2, 'reconciled'),\n",
            "                       (2, 'wrote'),\n",
            "                       (2, 'abandon'),\n",
            "                       (2, 'admire'),\n",
            "                       (2, 'impressed'),\n",
            "                       (2, 'reassured'),\n",
            "                       (2, 'awaiting'),\n",
            "                       (2, 'asked')],\n",
            "       'possList': [(5, 'way'),\n",
            "                    (4, 'work'),\n",
            "                    (4, 'father'),\n",
            "                    (3, 'sister'),\n",
            "                    (3, 'visit'),\n",
            "                    (3, 'career'),\n",
            "                    (3, 'power'),\n",
            "                    (3, 'friend'),\n",
            "                    (2, 'feelings'),\n",
            "                    (2, 'side'),\n",
            "                    (2, 'mind'),\n",
            "                    (2, 'studies'),\n",
            "                    (2, 'hand'),\n",
            "                    (2, 'opinion'),\n",
            "                    (2, 'fortune'),\n",
            "                    (2, 'presence'),\n",
            "                    (2, 'mamma'),\n",
            "                    (2, 'betrothed'),\n",
            "                    (2, 'room'),\n",
            "                    (2, 'request')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 154: {'agentList': [(26, 'said'),\n",
            "                     (15, 'see'),\n",
            "                     (12, 'know'),\n",
            "                     (11, 'has'),\n",
            "                     (10, 'have'),\n",
            "                     (10, 'believe'),\n",
            "                     (10, 'looked'),\n",
            "                     (9, 'come'),\n",
            "                     (9, 'answered'),\n",
            "                     (8, 'had'),\n",
            "                     (8, 'want'),\n",
            "                     (8, 'cried'),\n",
            "                     (7, 'put'),\n",
            "                     (7, 'think'),\n",
            "                     (7, 'tell'),\n",
            "                     (7, 'stood'),\n",
            "                     (6, 'loves'),\n",
            "                     (6, 'went'),\n",
            "                     (6, 'saw'),\n",
            "                     (5, 'took')],\n",
            "       'count': 1098,\n",
            "       'id': 154,\n",
            "       'max_proper_mention': 'Dounia',\n",
            "       'modList': [(5, 'glad'),\n",
            "                   (3, 'afraid'),\n",
            "                   (2, 'cause'),\n",
            "                   (2, 'angel'),\n",
            "                   (2, 'ready'),\n",
            "                   (2, 'unhappy'),\n",
            "                   (2, 'sure'),\n",
            "                   (1, 'clever'),\n",
            "                   (1, 'talkative'),\n",
            "                   (1, 'fond'),\n",
            "                   (1, 'girl'),\n",
            "                   (1, 'excitement'),\n",
            "                   (1, 'sort'),\n",
            "                   (1, 'same'),\n",
            "                   (1, 'nigger'),\n",
            "                   (1, 'hasty'),\n",
            "                   (1, 'upset'),\n",
            "                   (1, 'unhappier'),\n",
            "                   (1, 'right'),\n",
            "                   (1, 'pale')],\n",
            "       'patientList': [(10, 'tell'),\n",
            "                       (5, 'cried'),\n",
            "                       (4, 'love'),\n",
            "                       (3, 'take'),\n",
            "                       (3, 'embraced'),\n",
            "                       (3, 'sell'),\n",
            "                       (3, 'observed'),\n",
            "                       (3, 'offended'),\n",
            "                       (3, 'told'),\n",
            "                       (2, 'know'),\n",
            "                       (2, 'forgive'),\n",
            "                       (2, 'saw'),\n",
            "                       (2, 'see'),\n",
            "                       (2, 'call'),\n",
            "                       (2, 'guard'),\n",
            "                       (2, 'insulted'),\n",
            "                       (2, 'reconciled'),\n",
            "                       (2, 'reminded'),\n",
            "                       (2, 'tempted'),\n",
            "                       (2, 'asked')],\n",
            "       'possList': [(22, 'brother'),\n",
            "                    (14, 'mother'),\n",
            "                    (13, 'eyes'),\n",
            "                    (8, 'hand'),\n",
            "                    (5, 'husband'),\n",
            "                    (5, 'life'),\n",
            "                    (5, 'face'),\n",
            "                    (3, 'clothes'),\n",
            "                    (3, 'forgiveness'),\n",
            "                    (3, 'mistrustfully'),\n",
            "                    (3, 'image'),\n",
            "                    (2, 'things'),\n",
            "                    (2, 'reputation'),\n",
            "                    (2, 'love'),\n",
            "                    (2, 'soul'),\n",
            "                    (2, 'decision'),\n",
            "                    (2, 'sake'),\n",
            "                    (2, 'family'),\n",
            "                    (2, 'watch'),\n",
            "                    (2, 'letter')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 155: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 155,\n",
            "       'max_proper_mention': 'Vassily Ivanovitch Vahrushin',\n",
            "       'modList': [(1, 'man')],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 156: {'agentList': [(27, 'have'),\n",
            "                     (18, 'know'),\n",
            "                     (14, 'said'),\n",
            "                     (13, 'tell'),\n",
            "                     (12, 'told'),\n",
            "                     (11, 'had'),\n",
            "                     (9, 'see'),\n",
            "                     (9, 'like'),\n",
            "                     (9, 'think'),\n",
            "                     (9, 'saw'),\n",
            "                     (8, 'want'),\n",
            "                     (8, 'do'),\n",
            "                     (7, 'looked'),\n",
            "                     (7, 'get'),\n",
            "                     (7, 'asked'),\n",
            "                     (7, 'sat'),\n",
            "                     (6, 'come'),\n",
            "                     (6, 'go'),\n",
            "                     (6, 'believe'),\n",
            "                     (5, 'made')],\n",
            "       'count': 1049,\n",
            "       'id': 156,\n",
            "       'max_proper_mention': 'Svidrigaïlov',\n",
            "       'modList': [(6, 'afraid'),\n",
            "                   (4, 'fond'),\n",
            "                   (3, 'man'),\n",
            "                   (2, 'person'),\n",
            "                   (2, 'capable'),\n",
            "                   (2, 'cause'),\n",
            "                   (2, 'sure'),\n",
            "                   (2, 'drunk'),\n",
            "                   (2, 'able'),\n",
            "                   (2, 'terrible'),\n",
            "                   (1, 'father'),\n",
            "                   (1, 'head'),\n",
            "                   (1, 'neighbour'),\n",
            "                   (1, 'busy'),\n",
            "                   (1, 'sorry'),\n",
            "                   (1, 'means'),\n",
            "                   (1, 'intriguing'),\n",
            "                   (1, 'week'),\n",
            "                   (1, 'asleep'),\n",
            "                   (1, 'aware')],\n",
            "       'patientList': [(13, 'told'),\n",
            "                       (9, 'tell'),\n",
            "                       (5, 'kill'),\n",
            "                       (5, 'believe'),\n",
            "                       (4, 'save'),\n",
            "                       (3, 'see'),\n",
            "                       (3, 'seen'),\n",
            "                       (3, 'Tell'),\n",
            "                       (3, 'saved'),\n",
            "                       (2, 'interested'),\n",
            "                       (2, 'saw'),\n",
            "                       (2, 'watched'),\n",
            "                       (2, 'give'),\n",
            "                       (2, 'love'),\n",
            "                       (2, 'take'),\n",
            "                       (2, 'warn'),\n",
            "                       (1, 'reproached'),\n",
            "                       (1, 'reminding'),\n",
            "                       (1, 'telling'),\n",
            "                       (1, 'noticed')],\n",
            "       'possList': [(7, 'eyes'),\n",
            "                    (6, 'face'),\n",
            "                    (3, 'wife'),\n",
            "                    (3, 'soul'),\n",
            "                    (3, 'money'),\n",
            "                    (3, 'betrothed'),\n",
            "                    (3, 'rooms'),\n",
            "                    (3, 'brother'),\n",
            "                    (2, 'business'),\n",
            "                    (2, 'way'),\n",
            "                    (2, 'mouth'),\n",
            "                    (2, 'own'),\n",
            "                    (2, 'position'),\n",
            "                    (2, 'head'),\n",
            "                    (2, 'sister'),\n",
            "                    (2, 'conviction'),\n",
            "                    (2, 'designs'),\n",
            "                    (2, 'knee'),\n",
            "                    (2, 'letter'),\n",
            "                    (2, 'heart')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 157: {'agentList': [(6, 'had'),\n",
            "                     (5, 'went'),\n",
            "                     (5, 'came'),\n",
            "                     (4, 'left'),\n",
            "                     (3, 'told'),\n",
            "                     (3, 'died'),\n",
            "                     (3, 'used'),\n",
            "                     (3, 'got'),\n",
            "                     (3, 'gave'),\n",
            "                     (2, 'reading'),\n",
            "                     (2, 'bought'),\n",
            "                     (2, 'done'),\n",
            "                     (2, 'kept'),\n",
            "                     (1, 'overheard'),\n",
            "                     (1, 'refused'),\n",
            "                     (1, 'written'),\n",
            "                     (1, 'reproached'),\n",
            "                     (1, 'said'),\n",
            "                     (1, 'knelt'),\n",
            "                     (1, 'embraced')],\n",
            "       'count': 210,\n",
            "       'id': 157,\n",
            "       'max_proper_mention': 'Marfa Petrovna',\n",
            "       'modList': [(3, 'pleased'),\n",
            "                   (3, 'woman'),\n",
            "                   (2, 'older'),\n",
            "                   (2, 'afraid'),\n",
            "                   (1, 'convinced'),\n",
            "                   (1, 'busy'),\n",
            "                   (1, 'warmth'),\n",
            "                   (1, 'fond'),\n",
            "                   (1, 'times'),\n",
            "                   (1, 'hand'),\n",
            "                   (1, 'disinclined'),\n",
            "                   (1, 'dead'),\n",
            "                   (1, 'instance'),\n",
            "                   (1, 'sensible'),\n",
            "                   (1, 'proud'),\n",
            "                   (1, 'angry'),\n",
            "                   (1, 'weak')],\n",
            "       'patientList': [(2, 'beat'),\n",
            "                       (2, 'buried'),\n",
            "                       (2, 'tell'),\n",
            "                       (1, 'entreating'),\n",
            "                       (1, 'taken'),\n",
            "                       (1, 'said'),\n",
            "                       (1, 'expected'),\n",
            "                       (1, 'forced'),\n",
            "                       (1, 'show'),\n",
            "                       (1, 'missing'),\n",
            "                       (1, 'Missing'),\n",
            "                       (1, 'saw'),\n",
            "                       (1, 'hear'),\n",
            "                       (1, 'asking'),\n",
            "                       (1, 'tease'),\n",
            "                       (1, 'want'),\n",
            "                       (1, 'remembered'),\n",
            "                       (1, 'left'),\n",
            "                       (1, 'See'),\n",
            "                       (1, 'married')],\n",
            "       'possList': [(3, 'husband'),\n",
            "                    (3, 'death'),\n",
            "                    (2, 'behavior'),\n",
            "                    (2, 'exertions'),\n",
            "                    (2, 'money'),\n",
            "                    (2, 'house'),\n",
            "                    (1, 'departure'),\n",
            "                    (1, 'strength'),\n",
            "                    (1, 'duty'),\n",
            "                    (1, 'feelings'),\n",
            "                    (1, 'character'),\n",
            "                    (1, 'head'),\n",
            "                    (1, 'act'),\n",
            "                    (1, 'expression'),\n",
            "                    (1, 'hands'),\n",
            "                    (1, 'face'),\n",
            "                    (1, 'train'),\n",
            "                    (1, 'pardon'),\n",
            "                    (1, 'side'),\n",
            "                    (1, 'will')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 159: {'agentList': [(9, 'went'),\n",
            "                     (6, 'said'),\n",
            "                     (6, 'made'),\n",
            "                     (6, 'saw'),\n",
            "                     (5, 'come'),\n",
            "                     (4, 'find'),\n",
            "                     (4, 'began'),\n",
            "                     (4, 'tell'),\n",
            "                     (4, 'pass'),\n",
            "                     (4, 'sent'),\n",
            "                     (4, 'beg'),\n",
            "                     (4, 'gave'),\n",
            "                     (3, 'looked'),\n",
            "                     (3, 'had'),\n",
            "                     (3, 'taken'),\n",
            "                     (3, 'paused'),\n",
            "                     (3, 'found'),\n",
            "                     (3, 'replied'),\n",
            "                     (3, 'put'),\n",
            "                     (3, 'standing')],\n",
            "       'count': 472,\n",
            "       'id': 159,\n",
            "       'max_proper_mention': 'Pyotr Petrovitch',\n",
            "       'modList': [(2, 'glad'),\n",
            "                   (2, 'ready'),\n",
            "                   (1, 'stranger'),\n",
            "                   (1, 'guardian'),\n",
            "                   (1, 'delighted'),\n",
            "                   (1, 'mistaken'),\n",
            "                   (1, 'anxious'),\n",
            "                   (1, 'miles'),\n",
            "                   (1, 'man'),\n",
            "                   (1, 'prepared'),\n",
            "                   (1, 'convinced'),\n",
            "                   (1, 'aware'),\n",
            "                   (1, 'unable'),\n",
            "                   (1, 'ashamed'),\n",
            "                   (1, 'immovable'),\n",
            "                   (1, 'responsible'),\n",
            "                   (1, 'slanderer'),\n",
            "                   (1, 'scoundrel'),\n",
            "                   (1, 'drunk'),\n",
            "                   (1, 'drunkard')],\n",
            "       'patientList': [(5, 'struck'),\n",
            "                       (4, 'Excuse'),\n",
            "                       (3, 'told'),\n",
            "                       (3, 'asked'),\n",
            "                       (3, 'Allow'),\n",
            "                       (2, 'refuse'),\n",
            "                       (1, 'pronounced'),\n",
            "                       (1, 'began'),\n",
            "                       (1, 'assured'),\n",
            "                       (1, 'offended'),\n",
            "                       (1, 'get'),\n",
            "                       (1, 'rig'),\n",
            "                       (1, 'interests'),\n",
            "                       (1, 'strikes'),\n",
            "                       (1, 'send'),\n",
            "                       (1, 'restrain'),\n",
            "                       (1, 'seen'),\n",
            "                       (1, 'promised'),\n",
            "                       (1, 'throw'),\n",
            "                       (1, 'marrying')],\n",
            "       'possList': [(3, 'word'),\n",
            "                    (3, 'way'),\n",
            "                    (2, 'appearance'),\n",
            "                    (2, 'friend'),\n",
            "                    (2, 'words'),\n",
            "                    (2, 'neighbour'),\n",
            "                    (2, 'mind'),\n",
            "                    (2, 'illness'),\n",
            "                    (2, 'book'),\n",
            "                    (1, 'shoulders'),\n",
            "                    (1, 'arrival'),\n",
            "                    (1, 'astonishment'),\n",
            "                    (1, 'pillow'),\n",
            "                    (1, 'days'),\n",
            "                    (1, 'betrothed'),\n",
            "                    (1, 'complacent'),\n",
            "                    (1, 'clothes'),\n",
            "                    (1, 'hands'),\n",
            "                    (1, 'hand'),\n",
            "                    (1, 'attire')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 160: {'agentList': [(2, 'sign'),\n",
            "                     (1, 'trust'),\n",
            "                     (1, 'knows'),\n",
            "                     (1, 'refuse'),\n",
            "                     (1, 'sent'),\n",
            "                     (1, 'scrawl'),\n",
            "                     (1, 'waiting')],\n",
            "       'count': 27,\n",
            "       'id': 160,\n",
            "       'max_proper_mention': 'Afanasy Ivanovitch',\n",
            "       'modList': [(1, 'conscious')],\n",
            "       'patientList': [(1, 'know'), (1, 'knows'), (1, 'take')],\n",
            "       'possList': [(1, 'name'), (1, 'travels'), (1, 'hand')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 161: {'agentList': [(41, 'said'),\n",
            "                     (37, 'went'),\n",
            "                     (25, 'know'),\n",
            "                     (24, 'thought'),\n",
            "                     (23, 'come'),\n",
            "                     (20, 'asked'),\n",
            "                     (18, 'understand'),\n",
            "                     (16, 'looked'),\n",
            "                     (16, 'saw'),\n",
            "                     (15, 'began'),\n",
            "                     (15, 'have'),\n",
            "                     (15, 'cried'),\n",
            "                     (15, 'see'),\n",
            "                     (14, 'felt'),\n",
            "                     (13, 'answered'),\n",
            "                     (13, 'stood'),\n",
            "                     (13, 'go'),\n",
            "                     (12, 'had'),\n",
            "                     (11, 'turned'),\n",
            "                     (11, 'seen')],\n",
            "       'count': 1676,\n",
            "       'id': 161,\n",
            "       'max_proper_mention': 'Raskolnikov',\n",
            "       'modList': [(6, 'afraid'),\n",
            "                   (5, 'ashamed'),\n",
            "                   (5, 'glad'),\n",
            "                   (4, 'sure'),\n",
            "                   (3, 'frightened'),\n",
            "                   (3, 'mad'),\n",
            "                   (2, 'tired'),\n",
            "                   (2, 'wrong'),\n",
            "                   (2, 'aware'),\n",
            "                   (2, 'anxious'),\n",
            "                   (2, 'surprised'),\n",
            "                   (2, 'foolish'),\n",
            "                   (2, 'person'),\n",
            "                   (2, 'ready'),\n",
            "                   (1, 'fool'),\n",
            "                   (1, 'unworthy'),\n",
            "                   (1, 'worthy'),\n",
            "                   (1, 'pale'),\n",
            "                   (1, 'listless'),\n",
            "                   (1, 'lodging')],\n",
            "       'patientList': [(10, 'see'),\n",
            "                       (7, 'cried'),\n",
            "                       (6, 'tell'),\n",
            "                       (6, 'told'),\n",
            "                       (3, 'thought'),\n",
            "                       (3, 'struck'),\n",
            "                       (3, 'taken'),\n",
            "                       (2, 'worry'),\n",
            "                       (2, 'Excuse'),\n",
            "                       (2, 'Tell'),\n",
            "                       (2, 'killed'),\n",
            "                       (2, 'forgive'),\n",
            "                       (2, 'blamed'),\n",
            "                       (2, 'exclaimed'),\n",
            "                       (2, 'added'),\n",
            "                       (2, 'crossing'),\n",
            "                       (2, 'observed'),\n",
            "                       (2, 'crushed'),\n",
            "                       (2, 'reassure'),\n",
            "                       (2, 'watching')],\n",
            "       'possList': [(20, 'eyes'),\n",
            "                    (15, 'sister'),\n",
            "                    (14, 'mother'),\n",
            "                    (12, 'heart'),\n",
            "                    (9, 'mind'),\n",
            "                    (8, 'face'),\n",
            "                    (5, 'illness'),\n",
            "                    (5, 'lips'),\n",
            "                    (5, 'hands'),\n",
            "                    (4, 'life'),\n",
            "                    (4, 'dear'),\n",
            "                    (4, 'room'),\n",
            "                    (4, 'head'),\n",
            "                    (4, 'words'),\n",
            "                    (3, 'death'),\n",
            "                    (3, 'sentence'),\n",
            "                    (3, 'name'),\n",
            "                    (3, 'legs'),\n",
            "                    (3, 'way'),\n",
            "                    (3, 'article')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 162: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 162,\n",
            "       'max_proper_mention': 'Vassilyevsky Ostrov',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 163: {'agentList': [(4, 'said'),\n",
            "                     (3, 'think'),\n",
            "                     (2, 'has'),\n",
            "                     (2, 'puts'),\n",
            "                     (2, 'let'),\n",
            "                     (2, 'seemed'),\n",
            "                     (2, 'know'),\n",
            "                     (2, 'have'),\n",
            "                     (2, 'seem'),\n",
            "                     (2, 'wrote'),\n",
            "                     (2, 'made'),\n",
            "                     (2, 'throw'),\n",
            "                     (2, 'go'),\n",
            "                     (2, 'hope'),\n",
            "                     (2, 'got'),\n",
            "                     (2, 'going'),\n",
            "                     (2, 'done'),\n",
            "                     (2, 'rejoice'),\n",
            "                     (2, 'want'),\n",
            "                     (1, 'offer')],\n",
            "       'count': 211,\n",
            "       'id': 163,\n",
            "       'max_proper_mention': 'Luzhin',\n",
            "       'modList': [(2, 'man'),\n",
            "                   (2, 'sorry'),\n",
            "                   (1, 'sure'),\n",
            "                   (1, 'aware'),\n",
            "                   (1, 'match'),\n",
            "                   (1, 'surprised'),\n",
            "                   (1, 'able'),\n",
            "                   (1, 'consequence'),\n",
            "                   (1, 'worth'),\n",
            "                   (1, 'ashamed'),\n",
            "                   (1, 'stupid'),\n",
            "                   (1, 'happy')],\n",
            "       'patientList': [(2, 'tell'),\n",
            "                       (1, 'damned'),\n",
            "                       (1, 'meet'),\n",
            "                       (1, 'murdered'),\n",
            "                       (1, 'scanning'),\n",
            "                       (1, 'finding'),\n",
            "                       (1, 'seen'),\n",
            "                       (1, 'cut'),\n",
            "                       (1, 'settle'),\n",
            "                       (1, 'detest'),\n",
            "                       (1, 'marrying'),\n",
            "                       (1, 'setting'),\n",
            "                       (1, 'Excuse'),\n",
            "                       (1, 'found'),\n",
            "                       (1, 'spared'),\n",
            "                       (1, 'cried'),\n",
            "                       (1, 'bound'),\n",
            "                       (1, 'led'),\n",
            "                       (1, 'marry'),\n",
            "                       (1, 'deceived')],\n",
            "       'possList': [(4, 'mother'),\n",
            "                    (3, 'sister'),\n",
            "                    (3, 'letter'),\n",
            "                    (2, 'money'),\n",
            "                    (2, 'desire'),\n",
            "                    (2, 'conviction'),\n",
            "                    (1, 'generosity'),\n",
            "                    (1, 'buttonhole'),\n",
            "                    (1, 'wedding'),\n",
            "                    (1, 'concubine'),\n",
            "                    (1, 'heart'),\n",
            "                    (1, 'illness'),\n",
            "                    (1, 'mamma'),\n",
            "                    (1, 'lips'),\n",
            "                    (1, 'advice'),\n",
            "                    (1, 'part'),\n",
            "                    (1, 'fault'),\n",
            "                    (1, 'qualities'),\n",
            "                    (1, 'virtues'),\n",
            "                    (1, 'chair')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 164: {'agentList': [(31, 'said'),\n",
            "                     (18, 'know'),\n",
            "                     (14, 'went'),\n",
            "                     (13, 'come'),\n",
            "                     (12, 'looked'),\n",
            "                     (11, 'felt'),\n",
            "                     (10, 'want'),\n",
            "                     (9, 'asked'),\n",
            "                     (9, 'thought'),\n",
            "                     (9, 'tell'),\n",
            "                     (7, 'see'),\n",
            "                     (7, 'told'),\n",
            "                     (6, 'began'),\n",
            "                     (6, 'understand'),\n",
            "                     (6, 'gave'),\n",
            "                     (6, 'made'),\n",
            "                     (6, 'say'),\n",
            "                     (5, 'have'),\n",
            "                     (5, 'came'),\n",
            "                     (5, 'turned')],\n",
            "       'count': 845,\n",
            "       'id': 164,\n",
            "       'max_proper_mention': 'Avdotya Romanovna',\n",
            "       'modList': [(5, 'mad'),\n",
            "                   (3, 'ill'),\n",
            "                   (3, 'fool'),\n",
            "                   (3, 'hungry'),\n",
            "                   (2, 'pale'),\n",
            "                   (2, 'rich'),\n",
            "                   (2, '_'),\n",
            "                   (1, 'delirious'),\n",
            "                   (1, 'glad'),\n",
            "                   (1, 'sure'),\n",
            "                   (1, 'egoist'),\n",
            "                   (1, 'victim'),\n",
            "                   (1, 'idle'),\n",
            "                   (1, 'depraved'),\n",
            "                   (1, 'privileged'),\n",
            "                   (1, 'able'),\n",
            "                   (1, 'unwilling'),\n",
            "                   (1, 'asleep'),\n",
            "                   (1, 'cheerful'),\n",
            "                   (1, 'anxious')],\n",
            "       'patientList': [(6, 'see'),\n",
            "                       (5, 'asked'),\n",
            "                       (4, 'tell'),\n",
            "                       (3, 'Excuse'),\n",
            "                       (3, 'told'),\n",
            "                       (3, 'leave'),\n",
            "                       (3, 'follow'),\n",
            "                       (2, 'struck'),\n",
            "                       (2, 'interrupted'),\n",
            "                       (2, 'ask'),\n",
            "                       (2, 'excuse'),\n",
            "                       (2, 'know'),\n",
            "                       (2, 'muttered'),\n",
            "                       (2, 'cried'),\n",
            "                       (2, 'facing'),\n",
            "                       (2, 'asking'),\n",
            "                       (2, 'keep'),\n",
            "                       (2, 'interest'),\n",
            "                       (1, 'checked'),\n",
            "                       (1, 'left')],\n",
            "       'possList': [(6, 'face'),\n",
            "                    (5, 'head'),\n",
            "                    (4, 'heart'),\n",
            "                    (4, 'mind'),\n",
            "                    (3, 'sake'),\n",
            "                    (3, 'hand'),\n",
            "                    (3, 'voice'),\n",
            "                    (3, 'tone'),\n",
            "                    (3, 'mother'),\n",
            "                    (3, 'room'),\n",
            "                    (2, 'decision'),\n",
            "                    (2, 'children'),\n",
            "                    (2, 'reputation'),\n",
            "                    (2, 'hands'),\n",
            "                    (2, 'lips'),\n",
            "                    (2, 'cap'),\n",
            "                    (1, 'landlady'),\n",
            "                    (1, 'lodgings'),\n",
            "                    (1, 'arrival'),\n",
            "                    (1, 'brother')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 166: {'agentList': [(2, 'do'),\n",
            "                     (2, 'love'),\n",
            "                     (1, 'writes'),\n",
            "                     (1, 'crossing'),\n",
            "                     (1, 'came'),\n",
            "                     (1, 'hear'),\n",
            "                     (1, 'believe'),\n",
            "                     (1, 'thought'),\n",
            "                     (1, 'know'),\n",
            "                     (1, 'need'),\n",
            "                     (1, 'like'),\n",
            "                     (1, 'see')],\n",
            "       'count': 34,\n",
            "       'id': 166,\n",
            "       'max_proper_mention': 'Mother',\n",
            "       'modList': [(1, 'unhappy'), (1, 'miserable')],\n",
            "       'patientList': [(3, 'loves'),\n",
            "                       (1, 'crossing'),\n",
            "                       (1, 'telling'),\n",
            "                       (1, 'told'),\n",
            "                       (1, 'assure'),\n",
            "                       (1, 'loved'),\n",
            "                       (1, 'tell'),\n",
            "                       (1, 'love'),\n",
            "                       (1, 'boring')],\n",
            "       'possList': [(1, 'son')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 168: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 168,\n",
            "       'max_proper_mention': 'the Svidrigaïlovs',\n",
            "       'modList': [(1, 'pill')],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'they/them/their'},\n",
            " 171: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 171,\n",
            "       'max_proper_mention': 'Missy',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 173: {'agentList': [(13, 'know'),\n",
            "                     (10, 'knew'),\n",
            "                     (10, 'said'),\n",
            "                     (8, 'went'),\n",
            "                     (8, 'had'),\n",
            "                     (7, 'see'),\n",
            "                     (7, '’re'),\n",
            "                     (6, 'come'),\n",
            "                     (6, 'look'),\n",
            "                     (6, 'have'),\n",
            "                     (5, 'want'),\n",
            "                     (5, 'shouted'),\n",
            "                     (5, 'felt'),\n",
            "                     (5, 'looked'),\n",
            "                     (5, 'told'),\n",
            "                     (4, 'came'),\n",
            "                     (4, 'cried'),\n",
            "                     (4, 'care'),\n",
            "                     (4, 'like'),\n",
            "                     (4, 'found')],\n",
            "       'count': 599,\n",
            "       'id': 173,\n",
            "       'max_proper_mention': 'Razumihin',\n",
            "       'modList': [(3, 'ass'),\n",
            "                   (2, 'fool'),\n",
            "                   (2, 'drunk'),\n",
            "                   (2, 'man'),\n",
            "                   (1, 'unreserved'),\n",
            "                   (1, 'communicative'),\n",
            "                   (1, 'poor'),\n",
            "                   (1, 'messenger'),\n",
            "                   (1, 'hand'),\n",
            "                   (1, 'ill'),\n",
            "                   (1, 'better'),\n",
            "                   (1, 'fond'),\n",
            "                   (1, 'sure'),\n",
            "                   (1, 'worth'),\n",
            "                   (1, 'busybody'),\n",
            "                   (1, 'right'),\n",
            "                   (1, 'ashamed'),\n",
            "                   (1, 'angry'),\n",
            "                   (1, 'spy'),\n",
            "                   (1, 'flint')],\n",
            "       'patientList': [(7, 'tell'),\n",
            "                       (3, 'see'),\n",
            "                       (3, 'asked'),\n",
            "                       (2, 'cried'),\n",
            "                       (2, 'told'),\n",
            "                       (2, 'beat'),\n",
            "                       (2, 'know'),\n",
            "                       (2, 'assure'),\n",
            "                       (1, 'distressed'),\n",
            "                       (1, 'crush'),\n",
            "                       (1, 'kept'),\n",
            "                       (1, 'obliged'),\n",
            "                       (1, 'observed'),\n",
            "                       (1, 'noticed'),\n",
            "                       (1, 'passed'),\n",
            "                       (1, 'annoy'),\n",
            "                       (1, 'ask'),\n",
            "                       (1, 'drive'),\n",
            "                       (1, 'shouted'),\n",
            "                       (1, 'called')],\n",
            "       'possList': [(3, 'hand'),\n",
            "                    (2, 'name'),\n",
            "                    (2, 'fist'),\n",
            "                    (2, 'eyes'),\n",
            "                    (2, 'hair'),\n",
            "                    (2, 'patients'),\n",
            "                    (2, 'duty'),\n",
            "                    (2, 'neck'),\n",
            "                    (2, 'hands'),\n",
            "                    (2, 'story'),\n",
            "                    (1, 'stove'),\n",
            "                    (1, 'might'),\n",
            "                    (1, 'studies'),\n",
            "                    (1, 'address'),\n",
            "                    (1, 'farthing'),\n",
            "                    (1, 'feet'),\n",
            "                    (1, 'unkempt'),\n",
            "                    (1, 'face'),\n",
            "                    (1, 'own'),\n",
            "                    (1, 'visitor')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 176: {'agentList': [(3, 'shouted'),\n",
            "                     (1, 'take'),\n",
            "                     (1, 'flew'),\n",
            "                     (1, 'thrashed'),\n",
            "                     (1, 'cried'),\n",
            "                     (1, 'beat'),\n",
            "                     (1, 'do'),\n",
            "                     (1, 'kill'),\n",
            "                     (1, 'teach'),\n",
            "                     (1, 'stopped'),\n",
            "                     (1, 'swung'),\n",
            "                     (1, 'fell'),\n",
            "                     (1, 'show'),\n",
            "                     (1, 'screamed'),\n",
            "                     (1, 'stood'),\n",
            "                     (1, 'began'),\n",
            "                     (1, 'butchered')],\n",
            "       'count': 33,\n",
            "       'id': 176,\n",
            "       'max_proper_mention': 'Mikolka',\n",
            "       'modList': [(2, 'crazy'), (1, 'devil')],\n",
            "       'patientList': [(1, 'help'), (1, 'cried')],\n",
            "       'possList': [(2, 'property')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 178: {'agentList': [],\n",
            "       'count': 6,\n",
            "       'id': 178,\n",
            "       'max_proper_mention': 'Father',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'whispered'), (1, 'thank')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 181: {'agentList': [(11, 'went'),\n",
            "                     (9, 'thought'),\n",
            "                     (5, 'began'),\n",
            "                     (5, 'turned'),\n",
            "                     (4, 'going'),\n",
            "                     (3, 'cried'),\n",
            "                     (3, 'remembered'),\n",
            "                     (3, 'recollected'),\n",
            "                     (3, 'jumped'),\n",
            "                     (3, 'noticed'),\n",
            "                     (3, 'sat'),\n",
            "                     (3, 'cut'),\n",
            "                     (2, 'have'),\n",
            "                     (2, 'come'),\n",
            "                     (2, 'heard'),\n",
            "                     (2, 'go'),\n",
            "                     (2, 'passed'),\n",
            "                     (2, 'knew'),\n",
            "                     (2, 'lost'),\n",
            "                     (2, 'opened')],\n",
            "       'count': 271,\n",
            "       'id': 181,\n",
            "       'max_proper_mention': 'Koch',\n",
            "       'modList': [(2, 'conscious'),\n",
            "                   (1, 'way'),\n",
            "                   (1, 'incapable'),\n",
            "                   (1, 'glad'),\n",
            "                   (1, 'dead'),\n",
            "                   (1, 'alive'),\n",
            "                   (1, 'worth'),\n",
            "                   (1, 'ass'),\n",
            "                   (1, 'murderers'),\n",
            "                   (1, 'swindler')],\n",
            "       'patientList': [(2, 'flung'),\n",
            "                       (2, 'taken'),\n",
            "                       (1, 'know'),\n",
            "                       (1, 'panting'),\n",
            "                       (1, 'tempted'),\n",
            "                       (1, 'stopped'),\n",
            "                       (1, 'remember'),\n",
            "                       (1, 'lost'),\n",
            "                       (1, 'weakened'),\n",
            "                       (1, 'asked'),\n",
            "                       (1, 'woke'),\n",
            "                       (1, 'pulled'),\n",
            "                       (1, 'looking'),\n",
            "                       (1, 'mistrusting'),\n",
            "                       (1, 'deserting'),\n",
            "                       (1, 'covered'),\n",
            "                       (1, 'failing'),\n",
            "                       (1, 'deserted'),\n",
            "                       (1, 'haunted'),\n",
            "                       (1, 'waked')],\n",
            "       'possList': [(4, 'room'),\n",
            "                    (4, 'clothes'),\n",
            "                    (3, 'trousers'),\n",
            "                    (3, 'reason'),\n",
            "                    (2, 'boots'),\n",
            "                    (2, 'head'),\n",
            "                    (1, 'way'),\n",
            "                    (1, 'mind'),\n",
            "                    (1, 'duty'),\n",
            "                    (1, 'benefit'),\n",
            "                    (1, 'pace'),\n",
            "                    (1, 'neck'),\n",
            "                    (1, 'house'),\n",
            "                    (1, 'brain'),\n",
            "                    (1, 'efforts'),\n",
            "                    (1, 'back'),\n",
            "                    (1, 'oblivion'),\n",
            "                    (1, 'window'),\n",
            "                    (1, 'sleep'),\n",
            "                    (1, 'teeth')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 182: {'agentList': [],\n",
            "       'count': 9,\n",
            "       'id': 182,\n",
            "       'max_proper_mention': 'Mitka',\n",
            "       'modList': [(1, 'guilty')],\n",
            "       'patientList': [(1, 'Blast')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 183: {'agentList': [(2, 'fluttered'),\n",
            "                     (1, 'get'),\n",
            "                     (1, 'hear'),\n",
            "                     (1, 'fell'),\n",
            "                     (1, 'curtsied'),\n",
            "                     (1, 'stumbled'),\n",
            "                     (1, 'made'),\n",
            "                     (1, 'fuming'),\n",
            "                     (1, 'look')],\n",
            "       'count': 18,\n",
            "       'id': 183,\n",
            "       'max_proper_mention': 'Luise Ivanovna',\n",
            "       'modList': [(1, 'careful')],\n",
            "       'patientList': [(1, 'tell'),\n",
            "                       (1, 'curtsied'),\n",
            "                       (1, 'aroused'),\n",
            "                       (1, 'remember')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 184: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 184,\n",
            "       'max_proper_mention': 'Alexandr Grigorievitch',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 186: {'agentList': [(1, 'turns'), (1, 'made'), (1, 'tried'), (1, 'presented')],\n",
            "       'count': 10,\n",
            "       'id': 186,\n",
            "       'max_proper_mention': 'Tchebarov',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'blow')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 187: {'agentList': [(3, 'cried'),\n",
            "                     (2, 'walked'),\n",
            "                     (2, 'say'),\n",
            "                     (2, 'knew'),\n",
            "                     (2, 'understand'),\n",
            "                     (1, 'drawled'),\n",
            "                     (1, 'gratified'),\n",
            "                     (1, 'interposed'),\n",
            "                     (1, 'stopped'),\n",
            "                     (1, 'interrupted'),\n",
            "                     (1, 'maintained'),\n",
            "                     (1, 'looking'),\n",
            "                     (1, 'come'),\n",
            "                     (1, 'retired'),\n",
            "                     (1, 'pronounced'),\n",
            "                     (1, 'concluded'),\n",
            "                     (1, 'kicking'),\n",
            "                     (1, 'uttering'),\n",
            "                     (1, 'gone'),\n",
            "                     (1, 'took')],\n",
            "       'count': 84,\n",
            "       'id': 187,\n",
            "       'max_proper_mention': 'Ilya Petrovitch',\n",
            "       'modList': [(1, 'blockhead'), (1, 'ashamed'), (1, 'glad')],\n",
            "       'patientList': [(1, 'address'),\n",
            "                       (1, 'asks'),\n",
            "                       (1, 'stopped'),\n",
            "                       (1, 'heard'),\n",
            "                       (1, 'Excuse'),\n",
            "                       (1, 'treat'),\n",
            "                       (1, 'educated'),\n",
            "                       (1, 'insult'),\n",
            "                       (1, 'ask'),\n",
            "                       (1, 'acquainted')],\n",
            "       'possList': [(1, 'shoulders'),\n",
            "                    (1, 'smoking'),\n",
            "                    (1, 'place'),\n",
            "                    (1, 'stare'),\n",
            "                    (1, 'name'),\n",
            "                    (1, 'wit'),\n",
            "                    (1, 'sister'),\n",
            "                    (1, 'hand'),\n",
            "                    (1, 'mouth')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 188: {'agentList': [(1, 'pattered'), (1, 'came')],\n",
            "       'count': 6,\n",
            "       'id': 188,\n",
            "       'max_proper_mention': 'Mr. Captain',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 189: {'agentList': [(2, 'took'),\n",
            "                     (2, 'hit'),\n",
            "                     (1, 'came'),\n",
            "                     (1, 'pulled'),\n",
            "                     (1, 'tore'),\n",
            "                     (1, 'kill'),\n",
            "                     (1, 'begged'),\n",
            "                     (1, 'pierced'),\n",
            "                     (1, 'clasped')],\n",
            "       'count': 14,\n",
            "       'id': 189,\n",
            "       'max_proper_mention': 'Karl',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'took'), (1, 'hit'), (1, 'begged')],\n",
            "       'possList': [(2, 'heart'), (1, 'coat'), (1, 'hands')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 191: {'agentList': [(2, 'asked'),\n",
            "                     (1, 'Ilya'),\n",
            "                     (1, 'heard'),\n",
            "                     (1, 'daresay'),\n",
            "                     (1, 'continued'),\n",
            "                     (1, 'muttered'),\n",
            "                     (1, 'looked'),\n",
            "                     (1, 'talking'),\n",
            "                     (1, 'released'),\n",
            "                     (1, 'explain'),\n",
            "                     (1, 'repeated'),\n",
            "                     (1, 'standing'),\n",
            "                     (1, 'beginning'),\n",
            "                     (1, 'made'),\n",
            "                     (1, 'glancing'),\n",
            "                     (1, 'speak'),\n",
            "                     (1, 'knew'),\n",
            "                     (1, 'know'),\n",
            "                     (1, 'added'),\n",
            "                     (1, 'observed')],\n",
            "       'count': 44,\n",
            "       'id': 191,\n",
            "       'max_proper_mention': 'Nikodim Fomitch',\n",
            "       'modList': [],\n",
            "       'patientList': [(2, 'addressing'),\n",
            "                       (1, 'excuse'),\n",
            "                       (1, 'killed'),\n",
            "                       (1, 'asked')],\n",
            "       'possList': [(1, 'friend'), (1, 'face')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 192: {'agentList': [(1, 'coming'),\n",
            "                     (1, 'going'),\n",
            "                     (1, 'notice'),\n",
            "                     (1, 'knocked')],\n",
            "       'count': 10,\n",
            "       'id': 192,\n",
            "       'max_proper_mention': 'Pestryakov',\n",
            "       'modList': [(1, 'murderers')],\n",
            "       'patientList': [(1, 'dandling')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'they/them/their'},\n",
            " 193: {'agentList': [(1, 'pushed'), (1, 'succeeded')],\n",
            "       'count': 2,\n",
            "       'id': 193,\n",
            "       'max_proper_mention': 'Good Lord',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 194: {'agentList': [(1, 'going'), (1, 'expand'), (1, 'pays')],\n",
            "       'count': 7,\n",
            "       'id': 194,\n",
            "       'max_proper_mention': 'Heruvimov',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'told'), (1, 'contradict'), (1, 'hang')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 195: {'agentList': [],\n",
            "       'count': 6,\n",
            "       'id': 195,\n",
            "       'max_proper_mention': 'Jove',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 198: {'agentList': [(1, 'bade')],\n",
            "       'count': 4,\n",
            "       'id': 198,\n",
            "       'max_proper_mention': 'Christ',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 199: {'agentList': [(3, 'has'),\n",
            "                     (2, 'get'),\n",
            "                     (2, 'gave'),\n",
            "                     (2, 'planned'),\n",
            "                     (1, 'loves'),\n",
            "                     (1, 'give'),\n",
            "                     (1, 'won'),\n",
            "                     (1, 'says'),\n",
            "                     (1, 'took'),\n",
            "                     (1, 'cherishing'),\n",
            "                     (1, 'thought'),\n",
            "                     (1, 'made'),\n",
            "                     (1, 'trusts'),\n",
            "                     (1, 'trust')],\n",
            "       'count': 48,\n",
            "       'id': 199,\n",
            "       'max_proper_mention': 'Pashenka',\n",
            "       'modList': [(1, 'clever'), (1, 'character'), (1, 'retiring')],\n",
            "       'patientList': [(1, 'find'),\n",
            "                       (1, 'approached'),\n",
            "                       (1, 'judge'),\n",
            "                       (1, 'assured'),\n",
            "                       (1, 'starve'),\n",
            "                       (1, 'tell'),\n",
            "                       (1, 'calls')],\n",
            "       'possList': [(1, 'character'),\n",
            "                    (1, 'daughter'),\n",
            "                    (1, 'account'),\n",
            "                    (1, 'Rodya'),\n",
            "                    (1, 'roubles'),\n",
            "                    (1, 'son'),\n",
            "                    (1, 'Pashenka')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 200: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 200,\n",
            "       'max_proper_mention': 'Vrazumihin',\n",
            "       'modList': [(1, 'friend')],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 201: {'agentList': [(12, 'said'),\n",
            "                     (7, 'went'),\n",
            "                     (7, 'go'),\n",
            "                     (5, 'know'),\n",
            "                     (5, 'see'),\n",
            "                     (5, 'got'),\n",
            "                     (5, 'come'),\n",
            "                     (4, 'think'),\n",
            "                     (3, 'say'),\n",
            "                     (3, 'made'),\n",
            "                     (3, 'want'),\n",
            "                     (3, 'showed'),\n",
            "                     (3, 'tell'),\n",
            "                     (3, 'came'),\n",
            "                     (3, 'saw'),\n",
            "                     (3, 'added'),\n",
            "                     (2, 'observed'),\n",
            "                     (2, 'stared'),\n",
            "                     (2, '’ve'),\n",
            "                     (2, 'let')],\n",
            "       'count': 344,\n",
            "       'id': 201,\n",
            "       'max_proper_mention': 'Zossimov',\n",
            "       'modList': [(2, 'man'),\n",
            "                   (2, 'afraid'),\n",
            "                   (1, 'fellow'),\n",
            "                   (1, 'crowded'),\n",
            "                   (1, 'better'),\n",
            "                   (1, 'frightened'),\n",
            "                   (1, 'ill'),\n",
            "                   (1, 'drunk'),\n",
            "                   (1, 'confessor'),\n",
            "                   (1, 'surprised'),\n",
            "                   (1, 'right'),\n",
            "                   (1, 'mystified'),\n",
            "                   (1, 'patient'),\n",
            "                   (1, 'rich')],\n",
            "       'patientList': [(3, 'tell'),\n",
            "                       (2, 'brought'),\n",
            "                       (2, 'mumbled'),\n",
            "                       (2, 'see'),\n",
            "                       (2, 'observed'),\n",
            "                       (2, 'met'),\n",
            "                       (1, 'remember'),\n",
            "                       (1, 'ask'),\n",
            "                       (1, 'anticipated'),\n",
            "                       (1, 'scrutinised'),\n",
            "                       (1, 'asked'),\n",
            "                       (1, 'assure'),\n",
            "                       (1, 'addressing'),\n",
            "                       (1, 'caught'),\n",
            "                       (1, 'leave'),\n",
            "                       (1, 'overtake'),\n",
            "                       (1, 'obey'),\n",
            "                       (1, 'interests'),\n",
            "                       (1, 'notice'),\n",
            "                       (1, 'fetch')],\n",
            "       'possList': [(4, 'patient'),\n",
            "                    (3, 'mind'),\n",
            "                    (3, 'visit'),\n",
            "                    (2, 'head'),\n",
            "                    (2, 'face'),\n",
            "                    (2, 'condition'),\n",
            "                    (2, 'words'),\n",
            "                    (2, 'recovery'),\n",
            "                    (1, 'boy'),\n",
            "                    (1, 'way'),\n",
            "                    (1, 'chair'),\n",
            "                    (1, 'knees'),\n",
            "                    (1, 'lecturer'),\n",
            "                    (1, 'hat'),\n",
            "                    (1, 'shoulders'),\n",
            "                    (1, 'spine'),\n",
            "                    (1, 'conversation'),\n",
            "                    (1, 'sister'),\n",
            "                    (1, 'illness'),\n",
            "                    (1, 'vanity')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 202: {'agentList': [],\n",
            "       'count': 4,\n",
            "       'id': 202,\n",
            "       'max_proper_mention': 'Alexey Semyonovitch',\n",
            "       'modList': [(1, 'intelligent')],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 203: {'agentList': [(1, 'received')],\n",
            "       'count': 2,\n",
            "       'id': 203,\n",
            "       'max_proper_mention': 'Semyon Semyonovitch',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 205: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 205,\n",
            "       'max_proper_mention': 'Harlamov',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'house')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 207: {'agentList': [(8, 'said'),\n",
            "                     (5, 'know'),\n",
            "                     (4, 'looked'),\n",
            "                     (3, 'gave'),\n",
            "                     (3, 'take'),\n",
            "                     (3, 'have'),\n",
            "                     (2, 'wanted'),\n",
            "                     (2, 'come'),\n",
            "                     (2, 'does'),\n",
            "                     (2, 'known'),\n",
            "                     (2, 'remember'),\n",
            "                     (2, 'do'),\n",
            "                     (2, 'doing'),\n",
            "                     (2, 'brought'),\n",
            "                     (2, 'had'),\n",
            "                     (2, 'believe'),\n",
            "                     (2, 'catch'),\n",
            "                     (2, 'answered'),\n",
            "                     (2, 'go'),\n",
            "                     (2, 'like')],\n",
            "       'count': 291,\n",
            "       'id': 207,\n",
            "       'max_proper_mention': 'Zametov',\n",
            "       'modList': [(3, 'man'),\n",
            "                   (2, 'fellow'),\n",
            "                   (2, 'strange'),\n",
            "                   (2, 'rude'),\n",
            "                   (1, 'brother'),\n",
            "                   (1, 'person'),\n",
            "                   (1, 'more'),\n",
            "                   (1, 'unconscious'),\n",
            "                   (1, 'unwell'),\n",
            "                   (1, 'gentleman'),\n",
            "                   (1, 'delirious'),\n",
            "                   (1, 'mad'),\n",
            "                   (1, 'gloomy'),\n",
            "                   (1, 'tired'),\n",
            "                   (1, 'subject'),\n",
            "                   (1, 'puppy'),\n",
            "                   (1, 'chatterbox'),\n",
            "                   (1, 'youngster'),\n",
            "                   (1, 'good')],\n",
            "       'patientList': [(3, 'see'),\n",
            "                       (2, 'brought'),\n",
            "                       (2, 'told'),\n",
            "                       (2, 'tell'),\n",
            "                       (2, 'struck'),\n",
            "                       (2, 'question'),\n",
            "                       (1, 'flew'),\n",
            "                       (1, 'bring'),\n",
            "                       (1, 'praise'),\n",
            "                       (1, 'draw'),\n",
            "                       (1, 'repel'),\n",
            "                       (1, 'known'),\n",
            "                       (1, 'slapping'),\n",
            "                       (1, 'began'),\n",
            "                       (1, 'observed'),\n",
            "                       (1, 'reckon'),\n",
            "                       (1, 'mislead'),\n",
            "                       (1, 'restrain'),\n",
            "                       (1, 'bound'),\n",
            "                       (1, 'drown')],\n",
            "       'possList': [(4, 'face'),\n",
            "                    (3, 'lips'),\n",
            "                    (3, 'mind'),\n",
            "                    (2, 'way'),\n",
            "                    (2, 'fingers'),\n",
            "                    (2, 'rings'),\n",
            "                    (2, 'ears'),\n",
            "                    (1, 'hair'),\n",
            "                    (1, 'chain'),\n",
            "                    (1, 'life'),\n",
            "                    (1, 'friend'),\n",
            "                    (1, 'sparrow'),\n",
            "                    (1, 'parting'),\n",
            "                    (1, 'words'),\n",
            "                    (1, 'looks'),\n",
            "                    (1, 'back'),\n",
            "                    (1, 'cap'),\n",
            "                    (1, 'hand'),\n",
            "                    (1, 'clothes'),\n",
            "                    (1, 'landlady')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 210: {'agentList': [(1, 'goes'), (1, 'does')],\n",
            "       'count': 7,\n",
            "       'id': 210,\n",
            "       'max_proper_mention': 'Tolstyakov',\n",
            "       'modList': [(1, 'ashamed'), (1, 'fellow')],\n",
            "       'patientList': [(1, 'obliged')],\n",
            "       'possList': [(1, 'basin'), (1, 'nest')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 213: {'agentList': [(28, 'know'),\n",
            "                     (17, 'had'),\n",
            "                     (17, 'have'),\n",
            "                     (17, 'said'),\n",
            "                     (14, 'went'),\n",
            "                     (12, 'thought'),\n",
            "                     (10, 'took'),\n",
            "                     (10, 'looked'),\n",
            "                     (10, 'come'),\n",
            "                     (10, 'believe'),\n",
            "                     (9, 'give'),\n",
            "                     (9, 'turned'),\n",
            "                     (9, 'cried'),\n",
            "                     (9, 'want'),\n",
            "                     (8, 'see'),\n",
            "                     (8, 'began'),\n",
            "                     (8, 'let'),\n",
            "                     (8, 'say'),\n",
            "                     (6, 'heard'),\n",
            "                     (6, 'think')],\n",
            "       'count': 1207,\n",
            "       'id': 213,\n",
            "       'max_proper_mention': 'Porfiry',\n",
            "       'modList': [(4, 'man'),\n",
            "                   (2, 'sick'),\n",
            "                   (2, 'angry'),\n",
            "                   (2, 'afraid'),\n",
            "                   (2, 'wrong'),\n",
            "                   (2, 'convinced'),\n",
            "                   (1, 'cunning'),\n",
            "                   (1, 'glad'),\n",
            "                   (1, 'unconscious'),\n",
            "                   (1, 'delirious'),\n",
            "                   (1, 'irritable'),\n",
            "                   (1, 'mad'),\n",
            "                   (1, 'liberal'),\n",
            "                   (1, 'mistaken'),\n",
            "                   (1, 'serious'),\n",
            "                   (1, 'right'),\n",
            "                   (1, 'ashamed'),\n",
            "                   (1, 'irritated'),\n",
            "                   (1, 'fool'),\n",
            "                   (1, 'knave')],\n",
            "       'patientList': [(6, 'told'),\n",
            "                       (6, 'believe'),\n",
            "                       (4, 'see'),\n",
            "                       (4, 'tell'),\n",
            "                       (3, 'know'),\n",
            "                       (3, 'facing'),\n",
            "                       (3, 'escape'),\n",
            "                       (3, 'cried'),\n",
            "                       (2, 'introduce'),\n",
            "                       (2, 'addressed'),\n",
            "                       (2, 'answered'),\n",
            "                       (2, 'question'),\n",
            "                       (2, 'muttered'),\n",
            "                       (2, 'Tell'),\n",
            "                       (2, 'forced'),\n",
            "                       (2, 'ask'),\n",
            "                       (2, 'examine'),\n",
            "                       (2, 'assure'),\n",
            "                       (2, 'circling'),\n",
            "                       (2, 'drive')],\n",
            "       'possList': [(12, 'fellow'),\n",
            "                    (9, 'eyes'),\n",
            "                    (8, 'head'),\n",
            "                    (8, 'face'),\n",
            "                    (6, 'visitor'),\n",
            "                    (5, 'mind'),\n",
            "                    (4, 'words'),\n",
            "                    (3, 'crime'),\n",
            "                    (3, 'hand'),\n",
            "                    (3, 'laughter'),\n",
            "                    (3, 'back'),\n",
            "                    (3, 'ears'),\n",
            "                    (3, 'cap'),\n",
            "                    (3, 'illness'),\n",
            "                    (3, 'Romanovitch'),\n",
            "                    (3, 'hands'),\n",
            "                    (3, 'word'),\n",
            "                    (2, 'acquaintance'),\n",
            "                    (2, 'figure'),\n",
            "                    (2, 'study')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 215: {'agentList': [(1, 'lies'), (1, 'cheat')],\n",
            "       'count': 13,\n",
            "       'id': 215,\n",
            "       'max_proper_mention': 'Dushkin',\n",
            "       'modList': [(1, 'pawnbroker'), (1, 'receiver'), (1, 'afraid')],\n",
            "       'patientList': [(1, 'know'), (1, 'detained')],\n",
            "       'possList': [(1, 'house')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 216: {'agentList': [(7, 'ran'),\n",
            "                     (5, 'know'),\n",
            "                     (4, 'got'),\n",
            "                     (4, 'had'),\n",
            "                     (4, 'come'),\n",
            "                     (3, 'see'),\n",
            "                     (3, 'go'),\n",
            "                     (3, 'began'),\n",
            "                     (3, 'given'),\n",
            "                     (3, 'kill'),\n",
            "                     (3, 'expect'),\n",
            "                     (3, 'forgot'),\n",
            "                     (2, 'said'),\n",
            "                     (2, 'gone'),\n",
            "                     (2, 'understand'),\n",
            "                     (2, 'have'),\n",
            "                     (2, 'came'),\n",
            "                     (2, 'working'),\n",
            "                     (2, 'notice'),\n",
            "                     (2, 'hear')],\n",
            "       'count': 350,\n",
            "       'id': 216,\n",
            "       'max_proper_mention': 'Nikolay',\n",
            "       'modList': [(4, 'murderer'),\n",
            "                   (3, 'frightened'),\n",
            "                   (2, 'guilty'),\n",
            "                   (2, 'right'),\n",
            "                   (1, 'drunkard'),\n",
            "                   (1, 'old'),\n",
            "                   (1, 'sin'),\n",
            "                   (1, 'silent'),\n",
            "                   (1, 'person'),\n",
            "                   (1, 'free'),\n",
            "                   (1, 'brick'),\n",
            "                   (1, 'sort'),\n",
            "                   (1, 'child'),\n",
            "                   (1, 'coward'),\n",
            "                   (1, 'innocent'),\n",
            "                   (1, 'responsive'),\n",
            "                   (1, 'full')],\n",
            "       'patientList': [(4, 'see'),\n",
            "                       (2, 'Take'),\n",
            "                       (2, 'met'),\n",
            "                       (2, 'remember'),\n",
            "                       (2, 'hang'),\n",
            "                       (1, 'asked'),\n",
            "                       (1, 'cheat'),\n",
            "                       (1, 'arrested'),\n",
            "                       (1, 'took'),\n",
            "                       (1, 'accused'),\n",
            "                       (1, 'believe'),\n",
            "                       (1, 'squeezed'),\n",
            "                       (1, 'caught'),\n",
            "                       (1, 'beating'),\n",
            "                       (1, 'wanted'),\n",
            "                       (1, 'sent'),\n",
            "                       (1, 'brought'),\n",
            "                       (1, 'repeated'),\n",
            "                       (1, 'ask'),\n",
            "                       (1, 'taken')],\n",
            "       'possList': [(3, 'words'),\n",
            "                    (2, 'neck'),\n",
            "                    (2, 'hands'),\n",
            "                    (2, 'tale'),\n",
            "                    (2, 'hand'),\n",
            "                    (2, 'confession'),\n",
            "                    (2, 'actions'),\n",
            "                    (1, 'change'),\n",
            "                    (1, 'doubts'),\n",
            "                    (1, 'sash'),\n",
            "                    (1, 'face'),\n",
            "                    (1, 'hardest'),\n",
            "                    (1, 'things'),\n",
            "                    (1, 'arm'),\n",
            "                    (1, 'knees'),\n",
            "                    (1, 'eyes'),\n",
            "                    (1, 'Romanovitch'),\n",
            "                    (1, 'staying'),\n",
            "                    (1, 'friend'),\n",
            "                    (1, 'surprise')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 217: {'agentList': [(33, 'know'),\n",
            "                     (19, 'said'),\n",
            "                     (16, 'have'),\n",
            "                     (13, 'had'),\n",
            "                     (12, 'told'),\n",
            "                     (12, 'see'),\n",
            "                     (12, 'come'),\n",
            "                     (12, 'tell'),\n",
            "                     (12, 'cried'),\n",
            "                     (10, 'understand'),\n",
            "                     (9, 'got'),\n",
            "                     (9, 'answered'),\n",
            "                     (9, 'go'),\n",
            "                     (9, 'went'),\n",
            "                     (8, 'talking'),\n",
            "                     (8, 'want'),\n",
            "                     (8, 'thought'),\n",
            "                     (7, 'turned'),\n",
            "                     (7, 'took'),\n",
            "                     (7, 'began')],\n",
            "       'count': 1254,\n",
            "       'id': 217,\n",
            "       'max_proper_mention': 'Razumihin',\n",
            "       'modList': [(10, 'drunk'),\n",
            "                   (6, 'right'),\n",
            "                   (5, 'glad'),\n",
            "                   (4, 'fool'),\n",
            "                   (3, 'man'),\n",
            "                   (2, 'able'),\n",
            "                   (2, 'asleep'),\n",
            "                   (2, 'competent'),\n",
            "                   (2, 'friend'),\n",
            "                   (2, 'capricious'),\n",
            "                   (2, 'pig'),\n",
            "                   (2, 'wrong'),\n",
            "                   (2, 'interested'),\n",
            "                   (2, 'sure'),\n",
            "                   (1, 'rooms'),\n",
            "                   (1, 'head'),\n",
            "                   (1, 'one'),\n",
            "                   (1, 'anger'),\n",
            "                   (1, 'set'),\n",
            "                   (1, 'plagiarists')],\n",
            "       'patientList': [(10, 'cried'),\n",
            "                       (10, 'tell'),\n",
            "                       (4, 'see'),\n",
            "                       (4, 'told'),\n",
            "                       (4, 'beating'),\n",
            "                       (4, 'addressing'),\n",
            "                       (4, 'love'),\n",
            "                       (3, 'put'),\n",
            "                       (3, 'asked'),\n",
            "                       (3, 'assure'),\n",
            "                       (2, 'seen'),\n",
            "                       (2, 'catch'),\n",
            "                       (2, 'left'),\n",
            "                       (2, 'irritate'),\n",
            "                       (2, 'trust'),\n",
            "                       (2, 'understand'),\n",
            "                       (2, 'find'),\n",
            "                       (2, 'ask'),\n",
            "                       (2, 'putting'),\n",
            "                       (2, 'help')],\n",
            "       'possList': [(9, 'head'),\n",
            "                    (6, 'eyes'),\n",
            "                    (5, 'heart'),\n",
            "                    (5, 'account'),\n",
            "                    (5, 'hand'),\n",
            "                    (5, 'sister'),\n",
            "                    (4, 'chair'),\n",
            "                    (3, 'hair'),\n",
            "                    (3, 'face'),\n",
            "                    (3, 'uncle'),\n",
            "                    (3, 'hands'),\n",
            "                    (3, 'visit'),\n",
            "                    (2, 'cap'),\n",
            "                    (2, 'throat'),\n",
            "                    (2, 'arm'),\n",
            "                    (2, 'bet'),\n",
            "                    (2, 'visitors'),\n",
            "                    (2, 'mind'),\n",
            "                    (2, 'knees'),\n",
            "                    (2, 'father')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 219: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 219,\n",
            "       'max_proper_mention': 'Widow So',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'sister')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 221: {'agentList': [(1, 'began'),\n",
            "                     (1, 'come'),\n",
            "                     (1, 'scanned'),\n",
            "                     (1, 'stared'),\n",
            "                     (1, 'scrutinised'),\n",
            "                     (1, 'get')],\n",
            "       'count': 10,\n",
            "       'id': 221,\n",
            "       'max_proper_mention': 'CHAPTER V This',\n",
            "       'modList': [(1, 'gentleman')],\n",
            "       'patientList': [(1, 'asking'), (1, 'perturbed')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 223: {'agentList': [],\n",
            "       'count': 8,\n",
            "       'id': 223,\n",
            "       'max_proper_mention': 'Bakaleyev',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(2, 'house')],\n",
            "       'referential_gender': 'they/them/their'},\n",
            " 225: {'agentList': [(6, 'understand'),\n",
            "                     (3, 'cried'),\n",
            "                     (3, 'developing'),\n",
            "                     (3, 'wanted'),\n",
            "                     (3, 'like'),\n",
            "                     (2, 'began'),\n",
            "                     (2, 'know'),\n",
            "                     (2, 'allow'),\n",
            "                     (2, 'tell'),\n",
            "                     (2, 'have'),\n",
            "                     (2, 'think'),\n",
            "                     (2, 'mean'),\n",
            "                     (2, 'asked'),\n",
            "                     (2, 'want'),\n",
            "                     (2, 'imagine'),\n",
            "                     (2, 'saw'),\n",
            "                     (1, 'pestered'),\n",
            "                     (1, 'get'),\n",
            "                     (1, 'paid'),\n",
            "                     (1, 'attached')],\n",
            "       'count': 195,\n",
            "       'id': 225,\n",
            "       'max_proper_mention': 'Lebeziatnikov',\n",
            "       'modList': [(3, 'right'),\n",
            "                   (2, 'simpleton'),\n",
            "                   (2, 'sorry'),\n",
            "                   (1, 'important'),\n",
            "                   (1, 'man'),\n",
            "                   (1, 'proud'),\n",
            "                   (1, 'clerk'),\n",
            "                   (1, 'hearted'),\n",
            "                   (1, 'stupid'),\n",
            "                   (1, 'natured'),\n",
            "                   (1, 'sort'),\n",
            "                   (1, 'angry'),\n",
            "                   (1, 'first'),\n",
            "                   (1, 'friendly'),\n",
            "                   (1, 'present'),\n",
            "                   (1, 'sure')],\n",
            "       'patientList': [(3, 'invited'),\n",
            "                       (2, 'told'),\n",
            "                       (2, 'asked'),\n",
            "                       (2, 'tell'),\n",
            "                       (1, 'know'),\n",
            "                       (1, 'attached'),\n",
            "                       (1, 'duping'),\n",
            "                       (1, 'despising'),\n",
            "                       (1, 'defending'),\n",
            "                       (1, 'enraged'),\n",
            "                       (1, 'regarded'),\n",
            "                       (1, 'Believe'),\n",
            "                       (1, 'excuse'),\n",
            "                       (1, 'wanted'),\n",
            "                       (1, 'stopped'),\n",
            "                       (1, 'beg'),\n",
            "                       (1, 'leave')],\n",
            "       'possList': [(2, 'protests'),\n",
            "                    (2, 'way'),\n",
            "                    (1, 'guardian'),\n",
            "                    (1, 'room'),\n",
            "                    (1, 'quarrel'),\n",
            "                    (1, 'eyes'),\n",
            "                    (1, 'figure'),\n",
            "                    (1, 'lodgings'),\n",
            "                    (1, 'circle'),\n",
            "                    (1, 'work'),\n",
            "                    (1, 'children'),\n",
            "                    (1, 'side'),\n",
            "                    (1, 'whiskers'),\n",
            "                    (1, 'head'),\n",
            "                    (1, 'luck'),\n",
            "                    (1, 'independence'),\n",
            "                    (1, 'mamma'),\n",
            "                    (1, '’s')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 226: {'agentList': [],\n",
            "       'count': 6,\n",
            "       'id': 226,\n",
            "       'max_proper_mention': 'Madame Lippevechsel',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 227: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 227,\n",
            "       'max_proper_mention': 'Duclida',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 228: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 228,\n",
            "       'max_proper_mention': 'Man',\n",
            "       'modList': [(1, 'creature')],\n",
            "       'patientList': [(1, 'calls')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 230: {'agentList': [],\n",
            "       'count': 5,\n",
            "       'id': 230,\n",
            "       'max_proper_mention': 'Foo',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'Ask'), (1, 'asking')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 232: {'agentList': [],\n",
            "       'count': 6,\n",
            "       'id': 232,\n",
            "       'max_proper_mention': 'Potchinkov',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(2, 'house'), (1, 'nose')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 233: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 233,\n",
            "       'max_proper_mention': 'Babushkin',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'flat')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 234: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 234,\n",
            "       'max_proper_mention': 'Afrosinya',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'save'), (1, 'pull')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 239: {'agentList': [(3, 'love'),\n",
            "                     (3, 'see'),\n",
            "                     (3, 'sing'),\n",
            "                     (2, 'came'),\n",
            "                     (2, 'run'),\n",
            "                     (2, 'come'),\n",
            "                     (2, 'got'),\n",
            "                     (2, 'go'),\n",
            "                     (2, 'looked'),\n",
            "                     (2, 'want'),\n",
            "                     (2, 'know'),\n",
            "                     (2, 'keep'),\n",
            "                     (1, 'undressing'),\n",
            "                     (1, 'take'),\n",
            "                     (1, 'cried'),\n",
            "                     (1, 'find'),\n",
            "                     (1, 'forced'),\n",
            "                     (1, 'took'),\n",
            "                     (1, 'met'),\n",
            "                     (1, 'running')],\n",
            "       'count': 130,\n",
            "       'id': 239,\n",
            "       'max_proper_mention': 'Polenka',\n",
            "       'modList': [(2, 'children'),\n",
            "                   (1, 'glad'),\n",
            "                   (1, 'frightened'),\n",
            "                   (1, 'crowd'),\n",
            "                   (1, 'girl'),\n",
            "                   (1, 'louse')],\n",
            "       'patientList': [(3, 'taught'),\n",
            "                       (1, 'Tell'),\n",
            "                       (1, 'sent'),\n",
            "                       (1, 'love'),\n",
            "                       (1, 'hid'),\n",
            "                       (1, 'threw'),\n",
            "                       (1, 'put'),\n",
            "                       (1, 'pull'),\n",
            "                       (1, 'spending')],\n",
            "       'possList': [(7, 'mother'),\n",
            "                    (2, 'shoulders'),\n",
            "                    (2, 'dress'),\n",
            "                    (1, 'brother'),\n",
            "                    (1, 'fastest'),\n",
            "                    (1, 'way'),\n",
            "                    (1, 'kerchief'),\n",
            "                    (1, 'smile'),\n",
            "                    (1, 'feet'),\n",
            "                    (1, 'arms'),\n",
            "                    (1, 'tears'),\n",
            "                    (1, 'hands'),\n",
            "                    (1, 'hips'),\n",
            "                    (1, 'fault'),\n",
            "                    (1, 'advice'),\n",
            "                    (1, 'sakes'),\n",
            "                    (1, 'father')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 240: {'agentList': [(2, 'come'),\n",
            "                     (1, 'said'),\n",
            "                     (1, 'mend'),\n",
            "                     (1, 'take'),\n",
            "                     (1, 'darn'),\n",
            "                     (1, 'manage'),\n",
            "                     (1, 'lay'),\n",
            "                     (1, 'worn'),\n",
            "                     (1, 'torn'),\n",
            "                     (1, 'crossing'),\n",
            "                     (1, 'run'),\n",
            "                     (1, 'done')],\n",
            "       'count': 24,\n",
            "       'id': 240,\n",
            "       'max_proper_mention': 'Papa',\n",
            "       'modList': [(1, 'colonel'), (1, 'step'), (1, 'angry')],\n",
            "       'patientList': [(1, 'showed'), (1, 'put'), (1, 'Put'), (1, 'bring')],\n",
            "       'possList': [(2, 'father'),\n",
            "                    (1, 'needle'),\n",
            "                    (1, 'chemise'),\n",
            "                    (1, 'stockings'),\n",
            "                    (1, 'shirt'),\n",
            "                    (1, 'head')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 243: {'agentList': [(1, 'come'), (1, 'danced'), (1, 'wanted'), (1, 'thanked')],\n",
            "       'count': 4,\n",
            "       'id': 243,\n",
            "       'max_proper_mention': 'Prince Schegolskoy',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'thanked'), (1, 'told')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 245: {'agentList': [(1, 'said'),\n",
            "                     (1, 'screamed'),\n",
            "                     (1, 'wondering'),\n",
            "                     (1, 'say'),\n",
            "                     (1, 'had'),\n",
            "                     (1, 'knows'),\n",
            "                     (1, 'sings'),\n",
            "                     (1, 'come'),\n",
            "                     (1, 'make'),\n",
            "                     (1, 'understand')],\n",
            "       'count': 28,\n",
            "       'id': 245,\n",
            "       'max_proper_mention': 'Lida',\n",
            "       'modList': [(1, 'little'), (1, 'ill')],\n",
            "       'patientList': [(2, 'loved'),\n",
            "                       (1, 'took'),\n",
            "                       (1, 'teaching'),\n",
            "                       (1, 'holding')],\n",
            "       'possList': [(1, 'presents')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 246: {'agentList': [(1, 'saying'),\n",
            "                     (1, 'call'),\n",
            "                     (1, 'dare'),\n",
            "                     (1, 'dislike'),\n",
            "                     (1, 'see')],\n",
            "       'count': 23,\n",
            "       'id': 246,\n",
            "       'max_proper_mention': 'Amalia Ludwigovna',\n",
            "       'modList': [(1, 'audible')],\n",
            "       'patientList': [(2, 'beg'), (1, 'have'), (1, 'call')],\n",
            "       'possList': [(1, 'flatterers'), (1, 'conduct')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 247: {'agentList': [(4, 'had'),\n",
            "                     (4, 'meant'),\n",
            "                     (2, 'know'),\n",
            "                     (2, 'thrown'),\n",
            "                     (2, 'put'),\n",
            "                     (2, 'have'),\n",
            "                     (2, 'knew'),\n",
            "                     (1, 'respected'),\n",
            "                     (1, 'acquired'),\n",
            "                     (1, 'treated'),\n",
            "                     (1, 'undertaken'),\n",
            "                     (1, 'left'),\n",
            "                     (1, 'met'),\n",
            "                     (1, 'done'),\n",
            "                     (1, 'disliked'),\n",
            "                     (1, 'making'),\n",
            "                     (1, 'feels'),\n",
            "                     (1, 'wants'),\n",
            "                     (1, 'patronising'),\n",
            "                     (1, 'doing')],\n",
            "       'count': 143,\n",
            "       'id': 247,\n",
            "       'max_proper_mention': 'Amalia Ivanovna',\n",
            "       'modList': [(2, 'mistress'),\n",
            "                   (2, 'man'),\n",
            "                   (1, 'busy'),\n",
            "                   (1, 'proud'),\n",
            "                   (1, 'responsible'),\n",
            "                   (1, 'stupid'),\n",
            "                   (1, 'angry'),\n",
            "                   (1, 'cough'),\n",
            "                   (1, 'slut')],\n",
            "       'patientList': [(4, 'beg'),\n",
            "                       (2, 'treating'),\n",
            "                       (2, 'set'),\n",
            "                       (1, 'invited'),\n",
            "                       (1, 'dressed'),\n",
            "                       (1, 'gone'),\n",
            "                       (1, 'stuck'),\n",
            "                       (1, 'put'),\n",
            "                       (1, 'asked'),\n",
            "                       (1, 'addressed'),\n",
            "                       (1, 'begged'),\n",
            "                       (1, 'worried'),\n",
            "                       (1, 'encouraged'),\n",
            "                       (1, 'assure'),\n",
            "                       (1, 'blame'),\n",
            "                       (1, 'caught'),\n",
            "                       (1, 'promised')],\n",
            "       'possList': [(3, 'hands'),\n",
            "                    (2, 'good'),\n",
            "                    (2, 'father'),\n",
            "                    (1, 'kitchen'),\n",
            "                    (1, 'work'),\n",
            "                    (1, 'lodgers'),\n",
            "                    (1, 'place'),\n",
            "                    (1, 'draggletails'),\n",
            "                    (1, 'husband'),\n",
            "                    (1, 'pockets'),\n",
            "                    (1, 'cheeks'),\n",
            "                    (1, 'fist'),\n",
            "                    (1, 'voice'),\n",
            "                    (1, 'visit'),\n",
            "                    (1, 'words'),\n",
            "                    (1, 'lodging'),\n",
            "                    (1, 'mouth')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 248: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 248,\n",
            "       'max_proper_mention': 'Hm',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 249: {'agentList': [(35, 'know'),\n",
            "                     (26, 'looked'),\n",
            "                     (26, 'said'),\n",
            "                     (17, 'come'),\n",
            "                     (17, 'cried'),\n",
            "                     (16, 'see'),\n",
            "                     (14, 'asked'),\n",
            "                     (13, 'had'),\n",
            "                     (13, 'gave'),\n",
            "                     (12, 'sat'),\n",
            "                     (10, 'went'),\n",
            "                     (10, 'knew'),\n",
            "                     (10, 'understand'),\n",
            "                     (9, 'turned'),\n",
            "                     (9, 'came'),\n",
            "                     (9, 'whispered'),\n",
            "                     (8, 'got'),\n",
            "                     (8, 'felt'),\n",
            "                     (8, 'stood'),\n",
            "                     (7, 'began')],\n",
            "       'count': 1579,\n",
            "       'id': 249,\n",
            "       'max_proper_mention': 'Sonia',\n",
            "       'modList': [(5, 'able'),\n",
            "                   (4, 'frightened'),\n",
            "                   (3, 'sorry'),\n",
            "                   (3, 'sure'),\n",
            "                   (2, 'cruel'),\n",
            "                   (2, 'confused'),\n",
            "                   (2, 'silent'),\n",
            "                   (2, 'maniac'),\n",
            "                   (2, 'girl'),\n",
            "                   (2, 'murderer'),\n",
            "                   (2, 'afraid'),\n",
            "                   (1, 'while'),\n",
            "                   (1, 'thin'),\n",
            "                   (1, 'wretched'),\n",
            "                   (1, 'resurrection'),\n",
            "                   (1, 'life'),\n",
            "                   (1, 'shy'),\n",
            "                   (1, 'anxious'),\n",
            "                   (1, 'distressed'),\n",
            "                   (1, 'free')],\n",
            "       'patientList': [(13, 'tell'),\n",
            "                       (11, 'told'),\n",
            "                       (10, 'asked'),\n",
            "                       (8, 'see'),\n",
            "                       (7, 'cried'),\n",
            "                       (4, 'whispered'),\n",
            "                       (3, 'love'),\n",
            "                       (3, 'beg'),\n",
            "                       (3, 'followed'),\n",
            "                       (3, 'killed'),\n",
            "                       (3, 'accompanied'),\n",
            "                       (3, 'find'),\n",
            "                       (2, 'ask'),\n",
            "                       (2, 'worried'),\n",
            "                       (2, 'muttered'),\n",
            "                       (2, 'agitated'),\n",
            "                       (2, 'stabbed'),\n",
            "                       (2, 'bring'),\n",
            "                       (2, 'overwhelmed'),\n",
            "                       (2, 'warn')],\n",
            "       'possList': [(22, 'hands'),\n",
            "                    (21, 'face'),\n",
            "                    (20, 'eyes'),\n",
            "                    (10, 'mind'),\n",
            "                    (9, 'heart'),\n",
            "                    (8, 'hand'),\n",
            "                    (8, 'head'),\n",
            "                    (6, 'room'),\n",
            "                    (5, 'life'),\n",
            "                    (4, 'tears'),\n",
            "                    (4, 'voice'),\n",
            "                    (4, 'position'),\n",
            "                    (4, 'brother'),\n",
            "                    (3, 'name'),\n",
            "                    (3, 'feet'),\n",
            "                    (3, 'relative'),\n",
            "                    (3, 'arms'),\n",
            "                    (3, 'terror'),\n",
            "                    (3, 'feelings'),\n",
            "                    (3, 'shawl')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 251: {'agentList': [(1, 'say'),\n",
            "                     (1, 'fidget'),\n",
            "                     (1, 'sit'),\n",
            "                     (1, 'dance'),\n",
            "                     (1, 'make'),\n",
            "                     (1, 'keep'),\n",
            "                     (1, 'scared'),\n",
            "                     (1, 'seized'),\n",
            "                     (1, 'understand')],\n",
            "       'count': 14,\n",
            "       'id': 251,\n",
            "       'max_proper_mention': 'Kolya',\n",
            "       'modList': [(1, 'stupid')],\n",
            "       'patientList': [(1, 'holding')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'they/them/their'},\n",
            " 257: {'agentList': [(1, 'made'),\n",
            "                     (1, 'esteems'),\n",
            "                     (1, 'thinks'),\n",
            "                     (1, 'pointed')],\n",
            "       'count': 17,\n",
            "       'id': 257,\n",
            "       'max_proper_mention': 'Luzhin',\n",
            "       'modList': [],\n",
            "       'patientList': [(3, 'marry'), (2, 'respect'), (1, 'seen')],\n",
            "       'possList': [(1, 'letter'), (1, 'calumny')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 262: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 262,\n",
            "       'max_proper_mention': 'Lieutenant Potanchikov',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'remember'), (1, 'pull')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 263: {'agentList': [(2, 'come'),\n",
            "                     (2, 'need'),\n",
            "                     (1, 'cutting'),\n",
            "                     (1, 'try'),\n",
            "                     (1, 'remember')],\n",
            "       'count': 20,\n",
            "       'id': 263,\n",
            "       'max_proper_mention': 'Brother',\n",
            "       'modList': [(1, 'wrong'), (1, 'indignant')],\n",
            "       'patientList': [(2, 'judge'),\n",
            "                       (1, 'said'),\n",
            "                       (1, 'persecuting'),\n",
            "                       (1, 'cutting'),\n",
            "                       (1, 'blamed')],\n",
            "       'possList': [(1, 'part'), (1, 'mother')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 265: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 265,\n",
            "       'max_proper_mention': 'that unfortunate Mr. Marmeladov , who was run '\n",
            "                             'over yesterday before my eyes , and of whom I '\n",
            "                             'was just telling you',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 266: {'agentList': [(1, 'corrected'), (1, 'went')],\n",
            "       'count': 4,\n",
            "       'id': 266,\n",
            "       'max_proper_mention': 'Sofya Ivanovna',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 267: {'agentList': [(4, 'know'),\n",
            "                     (3, 'see'),\n",
            "                     (2, 'thought'),\n",
            "                     (2, 'had'),\n",
            "                     (1, 'live'),\n",
            "                     (1, 'meant'),\n",
            "                     (1, 'lived'),\n",
            "                     (1, 'pledged'),\n",
            "                     (1, 'mean'),\n",
            "                     (1, 'stopped'),\n",
            "                     (1, 'going'),\n",
            "                     (1, 'put'),\n",
            "                     (1, '’ve'),\n",
            "                     (1, 'laid'),\n",
            "                     (1, 'mentioning'),\n",
            "                     (1, 'asked'),\n",
            "                     (1, 'cried'),\n",
            "                     (1, 'perceived'),\n",
            "                     (1, 'laughed'),\n",
            "                     (1, 'restrain')],\n",
            "       'count': 69,\n",
            "       'id': 267,\n",
            "       'max_proper_mention': 'Raskolnikov',\n",
            "       'modList': [(1, 'glad'), (1, 'ill'), (1, 'student'), (1, 'furious')],\n",
            "       'patientList': [(1, 'stuck'),\n",
            "                       (1, 'mentioned'),\n",
            "                       (1, 'restrain'),\n",
            "                       (1, 'brain'),\n",
            "                       (1, 'seizing'),\n",
            "                       (1, 'struck'),\n",
            "                       (1, 'Excuse'),\n",
            "                       (1, 'told')],\n",
            "       'possList': [(1, 'delirium'),\n",
            "                    (1, 'acquaintance'),\n",
            "                    (1, 'studies'),\n",
            "                    (1, 'exaggerating'),\n",
            "                    (1, 'face'),\n",
            "                    (1, 'figure'),\n",
            "                    (1, 'hand'),\n",
            "                    (1, 'honour')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 268: {'agentList': [(2, '’s'),\n",
            "                     (2, 'said'),\n",
            "                     (1, 'hated'),\n",
            "                     (1, 'grudged'),\n",
            "                     (1, 'used'),\n",
            "                     (1, 'lives'),\n",
            "                     (1, 'arranged'),\n",
            "                     (1, 'got'),\n",
            "                     (1, 'thinks'),\n",
            "                     (1, 'abandon'),\n",
            "                     (1, 'get'),\n",
            "                     (1, 'make'),\n",
            "                     (1, 'told'),\n",
            "                     (1, 'has')],\n",
            "       'count': 26,\n",
            "       'id': 268,\n",
            "       'max_proper_mention': 'Madame Resslich',\n",
            "       'modList': [(1, 'hussy'), (1, 'woman')],\n",
            "       'patientList': [(1, 'know'), (1, 'drowned')],\n",
            "       'possList': [(1, 'mind')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 270: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 270,\n",
            "       'max_proper_mention': 'Romeo',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 274: {'agentList': [(2, 'had'), (1, 'left')],\n",
            "       'count': 4,\n",
            "       'id': 274,\n",
            "       'max_proper_mention': 'Newton',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'discoveries')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 278: {'agentList': [(3, 'had'),\n",
            "                     (2, 'strangled'),\n",
            "                     (1, '’s'),\n",
            "                     (1, 'happened'),\n",
            "                     (1, 'brought'),\n",
            "                     (1, 'felt'),\n",
            "                     (1, 'seen'),\n",
            "                     (1, 'done'),\n",
            "                     (1, 'attracted')],\n",
            "       'count': 21,\n",
            "       'id': 278,\n",
            "       'max_proper_mention': 'Napoleon',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'beaten'),\n",
            "                       (1, 'taken'),\n",
            "                       (1, 'brought'),\n",
            "                       (1, 'struck')],\n",
            "       'possList': [(2, 'career'), (1, 'example')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 279: {'agentList': [(1, 'come')],\n",
            "       'count': 7,\n",
            "       'id': 279,\n",
            "       'max_proper_mention': 'Lazarus',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 282: {'agentList': [(1, 'sent')],\n",
            "       'count': 4,\n",
            "       'id': 282,\n",
            "       'max_proper_mention': 'Providence',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 285: {'agentList': [(11, 'thought'),\n",
            "                     (9, 'went'),\n",
            "                     (8, 'took'),\n",
            "                     (8, 'know'),\n",
            "                     (8, 'came'),\n",
            "                     (7, 'said'),\n",
            "                     (6, 'heard'),\n",
            "                     (6, 'believe'),\n",
            "                     (6, 'going'),\n",
            "                     (6, 'had'),\n",
            "                     (6, 'got'),\n",
            "                     (6, 'turned'),\n",
            "                     (5, 'put'),\n",
            "                     (5, 'say'),\n",
            "                     (5, 'felt'),\n",
            "                     (5, 'began'),\n",
            "                     (4, 'looked'),\n",
            "                     (4, 'saw'),\n",
            "                     (4, 'walked'),\n",
            "                     (4, 'sat')],\n",
            "       'count': 452,\n",
            "       'id': 285,\n",
            "       'max_proper_mention': 'Svidrigaïlov',\n",
            "       'modList': [(4, 'man'),\n",
            "                   (2, 'awake'),\n",
            "                   (1, 'right'),\n",
            "                   (1, 'wrong'),\n",
            "                   (1, 'fond'),\n",
            "                   (1, 'monster'),\n",
            "                   (1, 'adaptable'),\n",
            "                   (1, 'bear'),\n",
            "                   (1, 'interested'),\n",
            "                   (1, 'sick'),\n",
            "                   (1, 'alone'),\n",
            "                   (1, 'stock'),\n",
            "                   (1, 'sure'),\n",
            "                   (1, 'convinced'),\n",
            "                   (1, 'cool'),\n",
            "                   (1, 'quiet'),\n",
            "                   (1, 'cause'),\n",
            "                   (1, 'specimen'),\n",
            "                   (1, 'fascinating'),\n",
            "                   (1, 'wet')],\n",
            "       'patientList': [(2, 'trouble'),\n",
            "                       (2, 'see'),\n",
            "                       (2, 'seen'),\n",
            "                       (2, 'muttered'),\n",
            "                       (2, 'know'),\n",
            "                       (2, 'answered'),\n",
            "                       (1, 'dislike'),\n",
            "                       (1, 'cried'),\n",
            "                       (1, 'interrupted'),\n",
            "                       (1, 'tell'),\n",
            "                       (1, 'told'),\n",
            "                       (1, 'affected'),\n",
            "                       (1, 'go'),\n",
            "                       (1, 'restrain'),\n",
            "                       (1, 'gave'),\n",
            "                       (1, 'visit'),\n",
            "                       (1, 'puzzled'),\n",
            "                       (1, 'disturb'),\n",
            "                       (1, 'does'),\n",
            "                       (1, 'help')],\n",
            "       'possList': [(4, 'wife'),\n",
            "                    (3, 'hat'),\n",
            "                    (3, 'betrothed'),\n",
            "                    (3, 'hand'),\n",
            "                    (2, 'head'),\n",
            "                    (2, 'departure'),\n",
            "                    (2, 'greetings'),\n",
            "                    (2, 'chest'),\n",
            "                    (2, 'overcoat'),\n",
            "                    (2, 'pocket'),\n",
            "                    (1, 'question'),\n",
            "                    (1, 'questions'),\n",
            "                    (1, 'sister'),\n",
            "                    (1, 'property'),\n",
            "                    (1, 'heels'),\n",
            "                    (1, 'hope'),\n",
            "                    (1, 'doing'),\n",
            "                    (1, 'day'),\n",
            "                    (1, 'studying'),\n",
            "                    (1, 'mouth')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 287: {'agentList': [(1, 'going'), (1, 'take'), (1, 'mean')],\n",
            "       'count': 4,\n",
            "       'id': 287,\n",
            "       'max_proper_mention': 'Berg',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 288: {'agentList': [(1, 'make')],\n",
            "       'count': 2,\n",
            "       'id': 288,\n",
            "       'max_proper_mention': 'Aniska',\n",
            "       'modList': [(1, 'dressmaker')],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 289: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 289,\n",
            "       'max_proper_mention': 'Filka',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'forgetting')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 292: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 292,\n",
            "       'max_proper_mention': 'Raphael',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'Madonna')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 295: {'agentList': [(2, 'hanged'),\n",
            "                     (1, 'received'),\n",
            "                     (1, 'read'),\n",
            "                     (1, 'behaved'),\n",
            "                     (1, 'end'),\n",
            "                     (1, 'shouted'),\n",
            "                     (1, 'brought')],\n",
            "       'count': 25,\n",
            "       'id': 295,\n",
            "       'max_proper_mention': 'Philip',\n",
            "       'modList': [(1, 'sort'), (1, 'man')],\n",
            "       'patientList': [(1, 'read'), (1, 'hanged'), (1, 'blame'), (1, 'left')],\n",
            "       'possList': [(1, 'blows'),\n",
            "                    (1, 'death'),\n",
            "                    (1, 'defence'),\n",
            "                    (1, 'interests'),\n",
            "                    (1, 'habits')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 297: {'agentList': [(1, 'let'), (1, 'live'), (1, 'have')],\n",
            "       'count': 9,\n",
            "       'id': 297,\n",
            "       'max_proper_mention': 'the Kapernaumovs',\n",
            "       'modList': [(1, 'people'), (1, 'kind')],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'they/them/their'},\n",
            " 299: {'agentList': [(1, 'heard'), (1, 'said'), (1, 'saith'), (1, 'read')],\n",
            "       'count': 18,\n",
            "       'id': 299,\n",
            "       'max_proper_mention': 'Martha',\n",
            "       'modList': [(1, 'dead')],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'brother')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 300: {'agentList': [(1, 'sat'), (1, 'fell'), (1, 'laid')],\n",
            "       'count': 8,\n",
            "       'id': 300,\n",
            "       'max_proper_mention': 'Mary',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'come')],\n",
            "       'possList': [(1, 'weeping')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 301: {'agentList': [(5, 'said'),\n",
            "                     (1, 'coming'),\n",
            "                     (1, 'saw'),\n",
            "                     (1, 'weeping'),\n",
            "                     (1, 'groaned'),\n",
            "                     (1, 'wept'),\n",
            "                     (1, 'loved'),\n",
            "                     (1, 'groaning'),\n",
            "                     (1, 'stinketh'),\n",
            "                     (1, 'lifted'),\n",
            "                     (1, 'spoken'),\n",
            "                     (1, 'cried'),\n",
            "                     (1, 'come'),\n",
            "                     (1, 'came'),\n",
            "                     (1, 'go'),\n",
            "                     (1, 'believed')],\n",
            "       'count': 38,\n",
            "       'id': 301,\n",
            "       'max_proper_mention': 'Jesus',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'met'),\n",
            "                       (1, 'give'),\n",
            "                       (1, 'saw'),\n",
            "                       (1, 'laid'),\n",
            "                       (1, 'loved')],\n",
            "       'possList': [(1, 'feet'), (1, 'eyes'), (1, 'face')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 304: {'agentList': [(1, 'surrendered')],\n",
            "       'count': 5,\n",
            "       'id': 304,\n",
            "       'max_proper_mention': 'General Mack',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'army')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 306: {'agentList': [(1, 'left'),\n",
            "                     (1, 'devoted'),\n",
            "                     (1, 'wrote'),\n",
            "                     (1, 'said'),\n",
            "                     (1, 'go'),\n",
            "                     (1, 'entering'),\n",
            "                     (1, 'spared'),\n",
            "                     (1, 'written')],\n",
            "       'count': 9,\n",
            "       'id': 306,\n",
            "       'max_proper_mention': 'Terebyeva',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'blamed')],\n",
            "       'possList': [(1, 'family'), (1, 'father'), (1, 'mother')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 307: {'agentList': [(1, 'abandoned'), (1, 'told')],\n",
            "       'count': 5,\n",
            "       'id': 307,\n",
            "       'max_proper_mention': 'Varents',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'married')],\n",
            "       'possList': [(1, 'children'), (1, 'husband')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 311: {'agentList': [(1, 'brought')],\n",
            "       'count': 2,\n",
            "       'id': 311,\n",
            "       'max_proper_mention': 'The Pole',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 313: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 313,\n",
            "       'max_proper_mention': 'Johann',\n",
            "       'modList': [(1, 'burgomeister')],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 314: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 314,\n",
            "       'max_proper_mention': 'mademoiselle',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 317: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 317,\n",
            "       'max_proper_mention': 'our gracious Tsar himself',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'feet')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 319: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 319,\n",
            "       'max_proper_mention': 'Madame Kobilatnikov',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'pocket')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 327: {'agentList': [(1, 'gives'), (1, 'laughed'), (1, 'sounded'), (1, 'said')],\n",
            "       'count': 8,\n",
            "       'id': 327,\n",
            "       'max_proper_mention': 'Dr. B----n',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 329: {'agentList': [(1, 'drank'),\n",
            "                     (1, 'took'),\n",
            "                     (1, 'saw'),\n",
            "                     (1, 'turned'),\n",
            "                     (1, 'sang')],\n",
            "       'count': 8,\n",
            "       'id': 329,\n",
            "       'max_proper_mention': 'Katia',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'saw'), (1, 'kissing'), (1, 'treated')],\n",
            "       'possList': [(1, 'glass')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 330: {'agentList': [(1, 'know')],\n",
            "       'count': 9,\n",
            "       'id': 330,\n",
            "       'max_proper_mention': 'Schiller',\n",
            "       'modList': [(1, 'Schiller')],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'outcries')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 331: {'agentList': [(2, 'come'),\n",
            "                     (1, 'burst'),\n",
            "                     (1, 'wailed'),\n",
            "                     (1, 'came'),\n",
            "                     (1, 'was')],\n",
            "       'count': 6,\n",
            "       'id': 331,\n",
            "       'max_proper_mention': 'Parasha',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'heard'), (1, 'leaving')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 332: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 332,\n",
            "       'max_proper_mention': 'the Sistine Madonna',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'face')],\n",
            "       'referential_gender': 'she/her'},\n",
            " 334: {'agentList': [(3, 'take'),\n",
            "                     (3, 'turned'),\n",
            "                     (2, 'walked'),\n",
            "                     (2, 'put'),\n",
            "                     (2, 'going'),\n",
            "                     (2, 'come'),\n",
            "                     (2, 'understand'),\n",
            "                     (2, 'see'),\n",
            "                     (1, 'observed'),\n",
            "                     (1, 'learnt'),\n",
            "                     (1, 'like'),\n",
            "                     (1, 'said'),\n",
            "                     (1, 'wanted'),\n",
            "                     (1, 'wished'),\n",
            "                     (1, 'call'),\n",
            "                     (1, 'assumed'),\n",
            "                     (1, 'refrained'),\n",
            "                     (1, '’re'),\n",
            "                     (1, 'warn'),\n",
            "                     (1, 'lock')],\n",
            "       'count': 76,\n",
            "       'id': 334,\n",
            "       'max_proper_mention': 'Raskolnikov',\n",
            "       'modList': [(1, '_'), (1, 'convinced'), (1, 'alone')],\n",
            "       'patientList': [(1, 'make'),\n",
            "                       (1, 'said'),\n",
            "                       (1, 'satisfied'),\n",
            "                       (1, 'devoured'),\n",
            "                       (1, 'follow'),\n",
            "                       (1, 'regard'),\n",
            "                       (1, 'believe'),\n",
            "                       (1, 'see'),\n",
            "                       (1, 'drew'),\n",
            "                       (1, 'convinced'),\n",
            "                       (1, 'met'),\n",
            "                       (1, 'avoid')],\n",
            "       'possList': [(4, 'sister'),\n",
            "                    (1, 'word'),\n",
            "                    (1, 'threat'),\n",
            "                    (1, 'room'),\n",
            "                    (1, 'suspicions'),\n",
            "                    (1, 'way'),\n",
            "                    (1, 'judgment')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 335: {'agentList': [(1, 'like'), (1, 'observe')],\n",
            "       'count': 3,\n",
            "       'id': 335,\n",
            "       'max_proper_mention': 'Scoundrel',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 339: {'agentList': [(1, 'raised'), (1, 'say'), (1, 'cried')],\n",
            "       'count': 9,\n",
            "       'id': 339,\n",
            "       'max_proper_mention': 'Achilles',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'struck')],\n",
            "       'possList': [(1, 'eyebrows'), (1, 'eyes')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 342: {'agentList': [(1, 'had')],\n",
            "       'count': 2,\n",
            "       'id': 342,\n",
            "       'max_proper_mention': 'Lizaveta’s',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 346: {'agentList': [(1, 'left'), (1, 'feeling')],\n",
            "       'count': 3,\n",
            "       'id': 346,\n",
            "       'max_proper_mention': 'Hulloa',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 347: {'agentList': [(1, 'proved')],\n",
            "       'count': 2,\n",
            "       'id': 347,\n",
            "       'max_proper_mention': 'Dr. Zossimov',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'invited')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 350: {'agentList': [(1, 'come')],\n",
            "       'count': 2,\n",
            "       'id': 350,\n",
            "       'max_proper_mention': 'Easter',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'she/her'},\n",
            " 351: {'agentList': [],\n",
            "       'count': 2,\n",
            "       'id': 351,\n",
            "       'max_proper_mention': 'Abraham',\n",
            "       'modList': [],\n",
            "       'patientList': [],\n",
            "       'possList': [(1, 'flocks')],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 352: {'agentList': [],\n",
            "       'count': 3,\n",
            "       'id': 352,\n",
            "       'max_proper_mention': 'Gutenberg Literary Archive Foundation',\n",
            "       'modList': [],\n",
            "       'patientList': [(1, 'Contact')],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'},\n",
            " 354: {'agentList': [(1, 'produced'), (1, 'distributed')],\n",
            "       'count': 2,\n",
            "       'id': 354,\n",
            "       'max_proper_mention': 'Hart',\n",
            "       'modList': [(1, 'originator')],\n",
            "       'patientList': [],\n",
            "       'possList': [],\n",
            "       'referential_gender': 'he/him/his'}}\n"
          ]
        }
      ],
      "source": [
        "pprint(character_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 95,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "131 - Raskolnikov\n",
            "161 - Raskolnikov\n",
            "249 - Sonia\n",
            "217 - Razumihin\n",
            "213 - Porfiry\n",
            "154 - Dounia\n",
            "156 - Svidrigaïlov\n",
            "153 - Rodya\n",
            "164 - Avdotya Romanovna\n",
            "138 - Katerina Ivanovna\n"
          ]
        }
      ],
      "source": [
        "# show all max_proper_mentions in character_data\n",
        "for cid, character in list(character_data.items())[:10]:\n",
        "    print(f\"{cid} - {character['max_proper_mention']}\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 75,
      "metadata": {},
      "outputs": [],
      "source": [
        "verb_data = find_verb_usage(character_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 110,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "{'agent': {'abandon': [(268, 'Madame Resslich')],\n",
            "           'abandoned': [(147, 'Semyon Zaharovitch'), (307, 'Varents')],\n",
            "           'acquired': [(247, 'Amalia Ivanovna')],\n",
            "           'added': [(201, 'Zossimov'), (191, 'Nikodim Fomitch')],\n",
            "           'allow': [(225, 'Lebeziatnikov'), (134, 'God')],\n",
            "           'answered': [(161, 'Raskolnikov'),\n",
            "                        (217, 'Razumihin'),\n",
            "                        (154, 'Dounia'),\n",
            "                        (153, 'Rodya'),\n",
            "                        (207, 'Zametov'),\n",
            "                        (151, 'Nastasya')],\n",
            "           'arranged': [(268, 'Madame Resslich')],\n",
            "           'asked': [(131, 'Raskolnikov'),\n",
            "                     (161, 'Raskolnikov'),\n",
            "                     (249, 'Sonia'),\n",
            "                     (156, 'Svidrigaïlov'),\n",
            "                     (153, 'Rodya'),\n",
            "                     (164, 'Avdotya Romanovna'),\n",
            "                     (225, 'Lebeziatnikov'),\n",
            "                     (267, 'Raskolnikov'),\n",
            "                     (191, 'Nikodim Fomitch')],\n",
            "           'assumed': [(334, 'Raskolnikov')],\n",
            "           'attached': [(225, 'Lebeziatnikov')],\n",
            "           'attained': [(139, 'Sonia')],\n",
            "           'attracted': [(278, 'Napoleon')],\n",
            "           'bade': [(198, 'Christ')],\n",
            "           'bear': [(137, 'Lebeziatnikov')],\n",
            "           'beat': [(176, 'Mikolka')],\n",
            "           'became': [(111, 'Dostoevsky')],\n",
            "           'beg': [(159, 'Pyotr Petrovitch')],\n",
            "           'began': [(131, 'Raskolnikov'),\n",
            "                     (161, 'Raskolnikov'),\n",
            "                     (249, 'Sonia'),\n",
            "                     (217, 'Razumihin'),\n",
            "                     (213, 'Porfiry'),\n",
            "                     (153, 'Rodya'),\n",
            "                     (164, 'Avdotya Romanovna'),\n",
            "                     (138, 'Katerina Ivanovna'),\n",
            "                     (159, 'Pyotr Petrovitch'),\n",
            "                     (285, 'Svidrigaïlov'),\n",
            "                     (216, 'Nikolay'),\n",
            "                     (181, 'Koch'),\n",
            "                     (151, 'Nastasya'),\n",
            "                     (225, 'Lebeziatnikov'),\n",
            "                     (132, 'Lizaveta'),\n",
            "                     (111, 'Dostoevsky'),\n",
            "                     (176, 'Mikolka'),\n",
            "                     (221, 'CHAPTER V This')],\n",
            "           'begged': [(189, 'Karl')],\n",
            "           'begin': [(138, 'Katerina Ivanovna')],\n",
            "           'beginning': [(191, 'Nikodim Fomitch')],\n",
            "           'begun': [(111, 'Dostoevsky')],\n",
            "           'behaved': [(295, 'Philip')],\n",
            "           'believe': [(131, 'Raskolnikov'),\n",
            "                       (213, 'Porfiry'),\n",
            "                       (154, 'Dounia'),\n",
            "                       (156, 'Svidrigaïlov'),\n",
            "                       (153, 'Rodya'),\n",
            "                       (285, 'Svidrigaïlov'),\n",
            "                       (207, 'Zametov'),\n",
            "                       (166, 'Mother')],\n",
            "           'believed': [(136, 'Sofya Semyonovna'), (301, 'Jesus')],\n",
            "           'bid': [(111, 'Dostoevsky')],\n",
            "           'bless': [(134, 'God')],\n",
            "           'bought': [(157, 'Marfa Petrovna')],\n",
            "           'broke': [(134, 'God')],\n",
            "           'brought': [(207, 'Zametov'),\n",
            "                       (151, 'Nastasya'),\n",
            "                       (295, 'Philip'),\n",
            "                       (278, 'Napoleon'),\n",
            "                       (311, 'The Pole')],\n",
            "           'burst': [(331, 'Parasha')],\n",
            "           'butchered': [(176, 'Mikolka')],\n",
            "           'call': [(334, 'Raskolnikov'), (246, 'Amalia Ludwigovna')],\n",
            "           'came': [(249, 'Sonia'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (285, 'Svidrigaïlov'),\n",
            "                    (216, 'Nikolay'),\n",
            "                    (201, 'Zossimov'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (157, 'Marfa Petrovna'),\n",
            "                    (239, 'Polenka'),\n",
            "                    (139, 'Sonia'),\n",
            "                    (301, 'Jesus'),\n",
            "                    (166, 'Mother'),\n",
            "                    (189, 'Karl'),\n",
            "                    (188, 'Mr. Captain'),\n",
            "                    (331, 'Parasha')],\n",
            "           'care': [(173, 'Razumihin')],\n",
            "           'catch': [(207, 'Zametov')],\n",
            "           'cheat': [(215, 'Dushkin')],\n",
            "           'cherishing': [(199, 'Pashenka')],\n",
            "           'clasped': [(189, 'Karl')],\n",
            "           'come': [(131, 'Raskolnikov'),\n",
            "                    (161, 'Raskolnikov'),\n",
            "                    (249, 'Sonia'),\n",
            "                    (217, 'Razumihin'),\n",
            "                    (213, 'Porfiry'),\n",
            "                    (154, 'Dounia'),\n",
            "                    (156, 'Svidrigaïlov'),\n",
            "                    (153, 'Rodya'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (159, 'Pyotr Petrovitch'),\n",
            "                    (216, 'Nikolay'),\n",
            "                    (201, 'Zossimov'),\n",
            "                    (207, 'Zametov'),\n",
            "                    (181, 'Koch'),\n",
            "                    (137, 'Lebeziatnikov'),\n",
            "                    (136, 'Sofya Semyonovna'),\n",
            "                    (132, 'Lizaveta'),\n",
            "                    (239, 'Polenka'),\n",
            "                    (187, 'Ilya Petrovitch'),\n",
            "                    (334, 'Raskolnikov'),\n",
            "                    (301, 'Jesus'),\n",
            "                    (245, 'Lida'),\n",
            "                    (240, 'Papa'),\n",
            "                    (263, 'Brother'),\n",
            "                    (221, 'CHAPTER V This'),\n",
            "                    (279, 'Lazarus'),\n",
            "                    (331, 'Parasha'),\n",
            "                    (243, 'Prince Schegolskoy'),\n",
            "                    (350, 'Easter')],\n",
            "           'comes': [(139, 'Sonia')],\n",
            "           'comforts': [(139, 'Sonia')],\n",
            "           'coming': [(301, 'Jesus'), (192, 'Pestryakov')],\n",
            "           'concluded': [(187, 'Ilya Petrovitch'), (111, 'Dostoevsky')],\n",
            "           'continued': [(191, 'Nikodim Fomitch')],\n",
            "           'contrived': [(111, 'Dostoevsky')],\n",
            "           'corrected': [(266, 'Sofya Ivanovna')],\n",
            "           'cried': [(161, 'Raskolnikov'),\n",
            "                     (249, 'Sonia'),\n",
            "                     (217, 'Razumihin'),\n",
            "                     (213, 'Porfiry'),\n",
            "                     (154, 'Dounia'),\n",
            "                     (138, 'Katerina Ivanovna'),\n",
            "                     (173, 'Razumihin'),\n",
            "                     (181, 'Koch'),\n",
            "                     (151, 'Nastasya'),\n",
            "                     (225, 'Lebeziatnikov'),\n",
            "                     (239, 'Polenka'),\n",
            "                     (134, 'God'),\n",
            "                     (187, 'Ilya Petrovitch'),\n",
            "                     (267, 'Raskolnikov'),\n",
            "                     (301, 'Jesus'),\n",
            "                     (176, 'Mikolka'),\n",
            "                     (339, 'Achilles')],\n",
            "           'crossing': [(166, 'Mother'), (240, 'Papa')],\n",
            "           'curtsied': [(183, 'Luise Ivanovna')],\n",
            "           'cut': [(181, 'Koch')],\n",
            "           'cutting': [(263, 'Brother')],\n",
            "           'dance': [(251, 'Kolya')],\n",
            "           'danced': [(243, 'Prince Schegolskoy')],\n",
            "           'dare': [(132, 'Lizaveta'), (246, 'Amalia Ludwigovna')],\n",
            "           'daresay': [(191, 'Nikodim Fomitch')],\n",
            "           'darn': [(240, 'Papa')],\n",
            "           'decide': [(136, 'Sofya Semyonovna')],\n",
            "           'declared': [(136, 'Sofya Semyonovna')],\n",
            "           'delivered': [(134, 'God')],\n",
            "           'describes': [(111, 'Dostoevsky')],\n",
            "           'developing': [(225, 'Lebeziatnikov')],\n",
            "           'devoted': [(306, 'Terebyeva')],\n",
            "           'did': [(137, 'Lebeziatnikov'), (132, 'Lizaveta')],\n",
            "           'die': [(138, 'Katerina Ivanovna'), (147, 'Semyon Zaharovitch')],\n",
            "           'died': [(157, 'Marfa Petrovna'), (111, 'Dostoevsky')],\n",
            "           'dislike': [(246, 'Amalia Ludwigovna')],\n",
            "           'disliked': [(247, 'Amalia Ivanovna')],\n",
            "           'distributed': [(354, 'Hart')],\n",
            "           'do': [(156, 'Svidrigaïlov'),\n",
            "                  (207, 'Zametov'),\n",
            "                  (134, 'God'),\n",
            "                  (166, 'Mother'),\n",
            "                  (176, 'Mikolka')],\n",
            "           'does': [(207, 'Zametov'), (210, 'Tolstyakov')],\n",
            "           'doing': [(207, 'Zametov'), (247, 'Amalia Ivanovna')],\n",
            "           'done': [(163, 'Luzhin'),\n",
            "                    (157, 'Marfa Petrovna'),\n",
            "                    (247, 'Amalia Ivanovna'),\n",
            "                    (240, 'Papa'),\n",
            "                    (278, 'Napoleon')],\n",
            "           'drank': [(329, 'Katia')],\n",
            "           'drawled': [(187, 'Ilya Petrovitch')],\n",
            "           'drove': [(139, 'Sonia')],\n",
            "           'dying': [(147, 'Semyon Zaharovitch')],\n",
            "           'earned': [(132, 'Lizaveta')],\n",
            "           'embraced': [(157, 'Marfa Petrovna')],\n",
            "           'employed': [(132, 'Lizaveta')],\n",
            "           'end': [(295, 'Philip')],\n",
            "           'entering': [(306, 'Terebyeva')],\n",
            "           'esteems': [(257, 'Luzhin')],\n",
            "           'expand': [(194, 'Heruvimov')],\n",
            "           'expect': [(216, 'Nikolay')],\n",
            "           'explain': [(191, 'Nikodim Fomitch')],\n",
            "           'feeling': [(346, 'Hulloa')],\n",
            "           'feels': [(247, 'Amalia Ivanovna')],\n",
            "           'fell': [(176, 'Mikolka'), (183, 'Luise Ivanovna'), (300, 'Mary')],\n",
            "           'felt': [(131, 'Raskolnikov'),\n",
            "                    (161, 'Raskolnikov'),\n",
            "                    (249, 'Sonia'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (285, 'Svidrigaïlov'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (278, 'Napoleon')],\n",
            "           'fidget': [(251, 'Kolya')],\n",
            "           'find': [(159, 'Pyotr Petrovitch'), (239, 'Polenka')],\n",
            "           'flew': [(176, 'Mikolka')],\n",
            "           'fluttered': [(183, 'Luise Ivanovna')],\n",
            "           'forbid': [(134, 'God')],\n",
            "           'forced': [(239, 'Polenka')],\n",
            "           'forgive': [(134, 'God')],\n",
            "           'forgot': [(216, 'Nikolay')],\n",
            "           'found': [(173, 'Razumihin'), (159, 'Pyotr Petrovitch')],\n",
            "           'fuming': [(183, 'Luise Ivanovna')],\n",
            "           'gave': [(249, 'Sonia'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (159, 'Pyotr Petrovitch'),\n",
            "                    (207, 'Zametov'),\n",
            "                    (157, 'Marfa Petrovna'),\n",
            "                    (137, 'Lebeziatnikov'),\n",
            "                    (132, 'Lizaveta'),\n",
            "                    (139, 'Sonia'),\n",
            "                    (199, 'Pashenka'),\n",
            "                    (133, 'Alyona Ivanovna')],\n",
            "           'get': [(156, 'Svidrigaïlov'),\n",
            "                   (225, 'Lebeziatnikov'),\n",
            "                   (132, 'Lizaveta'),\n",
            "                   (139, 'Sonia'),\n",
            "                   (134, 'God'),\n",
            "                   (199, 'Pashenka'),\n",
            "                   (268, 'Madame Resslich'),\n",
            "                   (183, 'Luise Ivanovna'),\n",
            "                   (221, 'CHAPTER V This')],\n",
            "           'give': [(213, 'Porfiry'),\n",
            "                    (134, 'God'),\n",
            "                    (199, 'Pashenka'),\n",
            "                    (133, 'Alyona Ivanovna')],\n",
            "           'given': [(153, 'Rodya'),\n",
            "                     (216, 'Nikolay'),\n",
            "                     (136, 'Sofya Semyonovna')],\n",
            "           'gives': [(139, 'Sonia'), (327, 'Dr. B----n')],\n",
            "           'glancing': [(191, 'Nikodim Fomitch')],\n",
            "           'go': [(161, 'Raskolnikov'),\n",
            "                  (217, 'Razumihin'),\n",
            "                  (156, 'Svidrigaïlov'),\n",
            "                  (153, 'Rodya'),\n",
            "                  (216, 'Nikolay'),\n",
            "                  (201, 'Zossimov'),\n",
            "                  (207, 'Zametov'),\n",
            "                  (181, 'Koch'),\n",
            "                  (163, 'Luzhin'),\n",
            "                  (239, 'Polenka'),\n",
            "                  (301, 'Jesus'),\n",
            "                  (306, 'Terebyeva')],\n",
            "           'goes': [(210, 'Tolstyakov')],\n",
            "           'going': [(153, 'Rodya'),\n",
            "                     (285, 'Svidrigaïlov'),\n",
            "                     (181, 'Koch'),\n",
            "                     (163, 'Luzhin'),\n",
            "                     (134, 'God'),\n",
            "                     (334, 'Raskolnikov'),\n",
            "                     (267, 'Raskolnikov'),\n",
            "                     (192, 'Pestryakov'),\n",
            "                     (194, 'Heruvimov'),\n",
            "                     (287, 'Berg')],\n",
            "           'gone': [(216, 'Nikolay'),\n",
            "                    (187, 'Ilya Petrovitch'),\n",
            "                    (145, 'Kapernaumov')],\n",
            "           'got': [(249, 'Sonia'),\n",
            "                   (217, 'Razumihin'),\n",
            "                   (285, 'Svidrigaïlov'),\n",
            "                   (216, 'Nikolay'),\n",
            "                   (201, 'Zossimov'),\n",
            "                   (163, 'Luzhin'),\n",
            "                   (157, 'Marfa Petrovna'),\n",
            "                   (239, 'Polenka'),\n",
            "                   (139, 'Sonia'),\n",
            "                   (147, 'Semyon Zaharovitch'),\n",
            "                   (268, 'Madame Resslich')],\n",
            "           'grant': [(134, 'God')],\n",
            "           'gratified': [(187, 'Ilya Petrovitch')],\n",
            "           'groaned': [(301, 'Jesus')],\n",
            "           'groaning': [(301, 'Jesus')],\n",
            "           'grudged': [(268, 'Madame Resslich')],\n",
            "           'had': [(131, 'Raskolnikov'),\n",
            "                   (161, 'Raskolnikov'),\n",
            "                   (249, 'Sonia'),\n",
            "                   (217, 'Razumihin'),\n",
            "                   (213, 'Porfiry'),\n",
            "                   (154, 'Dounia'),\n",
            "                   (156, 'Svidrigaïlov'),\n",
            "                   (153, 'Rodya'),\n",
            "                   (138, 'Katerina Ivanovna'),\n",
            "                   (173, 'Razumihin'),\n",
            "                   (159, 'Pyotr Petrovitch'),\n",
            "                   (285, 'Svidrigaïlov'),\n",
            "                   (216, 'Nikolay'),\n",
            "                   (207, 'Zametov'),\n",
            "                   (157, 'Marfa Petrovna'),\n",
            "                   (137, 'Lebeziatnikov'),\n",
            "                   (136, 'Sofya Semyonovna'),\n",
            "                   (247, 'Amalia Ivanovna'),\n",
            "                   (139, 'Sonia'),\n",
            "                   (111, 'Dostoevsky'),\n",
            "                   (267, 'Raskolnikov'),\n",
            "                   (133, 'Alyona Ivanovna'),\n",
            "                   (147, 'Semyon Zaharovitch'),\n",
            "                   (245, 'Lida'),\n",
            "                   (278, 'Napoleon'),\n",
            "                   (152, 'Praskovya Pavlovna'),\n",
            "                   (274, 'Newton'),\n",
            "                   (342, 'Lizaveta’s')],\n",
            "           'hanged': [(295, 'Philip')],\n",
            "           'happened': [(278, 'Napoleon')],\n",
            "           'has': [(154, 'Dounia'),\n",
            "                   (153, 'Rodya'),\n",
            "                   (138, 'Katerina Ivanovna'),\n",
            "                   (163, 'Luzhin'),\n",
            "                   (136, 'Sofya Semyonovna'),\n",
            "                   (139, 'Sonia'),\n",
            "                   (199, 'Pashenka'),\n",
            "                   (268, 'Madame Resslich')],\n",
            "           'hated': [(268, 'Madame Resslich')],\n",
            "           'have': [(131, 'Raskolnikov'),\n",
            "                    (161, 'Raskolnikov'),\n",
            "                    (217, 'Razumihin'),\n",
            "                    (213, 'Porfiry'),\n",
            "                    (154, 'Dounia'),\n",
            "                    (156, 'Svidrigaïlov'),\n",
            "                    (153, 'Rodya'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (216, 'Nikolay'),\n",
            "                    (207, 'Zametov'),\n",
            "                    (181, 'Koch'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (163, 'Luzhin'),\n",
            "                    (225, 'Lebeziatnikov'),\n",
            "                    (247, 'Amalia Ivanovna'),\n",
            "                    (134, 'God'),\n",
            "                    (297, 'the Kapernaumovs')],\n",
            "           'hear': [(216, 'Nikolay'),\n",
            "                    (166, 'Mother'),\n",
            "                    (183, 'Luise Ivanovna'),\n",
            "                    (144, 'Amalia Fyodorovna')],\n",
            "           'heard': [(131, 'Raskolnikov'),\n",
            "                     (213, 'Porfiry'),\n",
            "                     (153, 'Rodya'),\n",
            "                     (138, 'Katerina Ivanovna'),\n",
            "                     (285, 'Svidrigaïlov'),\n",
            "                     (181, 'Koch'),\n",
            "                     (137, 'Lebeziatnikov'),\n",
            "                     (191, 'Nikodim Fomitch'),\n",
            "                     (299, 'Martha')],\n",
            "           'held': [(137, 'Lebeziatnikov')],\n",
            "           'hit': [(189, 'Karl')],\n",
            "           'hope': [(163, 'Luzhin')],\n",
            "           'ilya': [(191, 'Nikodim Fomitch')],\n",
            "           'imagine': [(225, 'Lebeziatnikov')],\n",
            "           'insists': [(111, 'Dostoevsky')],\n",
            "           'interposed': [(187, 'Ilya Petrovitch')],\n",
            "           'interrupted': [(187, 'Ilya Petrovitch')],\n",
            "           'jumped': [(181, 'Koch')],\n",
            "           'keep': [(239, 'Polenka'), (251, 'Kolya')],\n",
            "           'keeps': [(133, 'Alyona Ivanovna')],\n",
            "           'kept': [(157, 'Marfa Petrovna'),\n",
            "                    (137, 'Lebeziatnikov'),\n",
            "                    (133, 'Alyona Ivanovna')],\n",
            "           'kicking': [(187, 'Ilya Petrovitch')],\n",
            "           'kill': [(216, 'Nikolay'), (176, 'Mikolka'), (189, 'Karl')],\n",
            "           'killed': [(133, 'Alyona Ivanovna')],\n",
            "           'knelt': [(157, 'Marfa Petrovna')],\n",
            "           'knew': [(249, 'Sonia'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (181, 'Koch'),\n",
            "                    (132, 'Lizaveta'),\n",
            "                    (247, 'Amalia Ivanovna'),\n",
            "                    (187, 'Ilya Petrovitch'),\n",
            "                    (191, 'Nikodim Fomitch')],\n",
            "           'knocked': [(192, 'Pestryakov')],\n",
            "           'know': [(131, 'Raskolnikov'),\n",
            "                    (161, 'Raskolnikov'),\n",
            "                    (249, 'Sonia'),\n",
            "                    (217, 'Razumihin'),\n",
            "                    (213, 'Porfiry'),\n",
            "                    (154, 'Dounia'),\n",
            "                    (156, 'Svidrigaïlov'),\n",
            "                    (153, 'Rodya'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (285, 'Svidrigaïlov'),\n",
            "                    (216, 'Nikolay'),\n",
            "                    (201, 'Zossimov'),\n",
            "                    (207, 'Zametov'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (163, 'Luzhin'),\n",
            "                    (225, 'Lebeziatnikov'),\n",
            "                    (247, 'Amalia Ivanovna'),\n",
            "                    (239, 'Polenka'),\n",
            "                    (267, 'Raskolnikov'),\n",
            "                    (191, 'Nikodim Fomitch'),\n",
            "                    (133, 'Alyona Ivanovna'),\n",
            "                    (166, 'Mother'),\n",
            "                    (330, 'Schiller')],\n",
            "           'known': [(207, 'Zametov'), (147, 'Semyon Zaharovitch')],\n",
            "           'knows': [(134, 'God'), (245, 'Lida'), (160, 'Afanasy Ivanovitch')],\n",
            "           'laid': [(139, 'Sonia'), (267, 'Raskolnikov'), (300, 'Mary')],\n",
            "           'laughed': [(267, 'Raskolnikov'), (327, 'Dr. B----n')],\n",
            "           'lay': [(240, 'Papa')],\n",
            "           'learnt': [(334, 'Raskolnikov')],\n",
            "           'leaves': [(145, 'Kapernaumov')],\n",
            "           'left': [(151, 'Nastasya'),\n",
            "                    (157, 'Marfa Petrovna'),\n",
            "                    (132, 'Lizaveta'),\n",
            "                    (247, 'Amalia Ivanovna'),\n",
            "                    (306, 'Terebyeva'),\n",
            "                    (274, 'Newton'),\n",
            "                    (346, 'Hulloa')],\n",
            "           'let': [(213, 'Porfiry'),\n",
            "                   (201, 'Zossimov'),\n",
            "                   (163, 'Luzhin'),\n",
            "                   (134, 'God'),\n",
            "                   (297, 'the Kapernaumovs')],\n",
            "           'lets': [(134, 'God')],\n",
            "           'lies': [(215, 'Dushkin')],\n",
            "           'lifted': [(132, 'Lizaveta'), (301, 'Jesus')],\n",
            "           'like': [(156, 'Svidrigaïlov'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (207, 'Zametov'),\n",
            "                    (225, 'Lebeziatnikov'),\n",
            "                    (334, 'Raskolnikov'),\n",
            "                    (166, 'Mother'),\n",
            "                    (335, 'Scoundrel')],\n",
            "           'liking': [(152, 'Praskovya Pavlovna')],\n",
            "           'listened': [(136, 'Sofya Semyonovna')],\n",
            "           'live': [(267, 'Raskolnikov'), (297, 'the Kapernaumovs')],\n",
            "           'lived': [(267, 'Raskolnikov')],\n",
            "           'lives': [(268, 'Madame Resslich')],\n",
            "           'lock': [(334, 'Raskolnikov')],\n",
            "           'locked': [(152, 'Praskovya Pavlovna')],\n",
            "           'look': [(173, 'Razumihin'), (183, 'Luise Ivanovna')],\n",
            "           'looked': [(131, 'Raskolnikov'),\n",
            "                      (161, 'Raskolnikov'),\n",
            "                      (249, 'Sonia'),\n",
            "                      (213, 'Porfiry'),\n",
            "                      (154, 'Dounia'),\n",
            "                      (156, 'Svidrigaïlov'),\n",
            "                      (164, 'Avdotya Romanovna'),\n",
            "                      (138, 'Katerina Ivanovna'),\n",
            "                      (173, 'Razumihin'),\n",
            "                      (159, 'Pyotr Petrovitch'),\n",
            "                      (285, 'Svidrigaïlov'),\n",
            "                      (207, 'Zametov'),\n",
            "                      (151, 'Nastasya'),\n",
            "                      (239, 'Polenka'),\n",
            "                      (139, 'Sonia'),\n",
            "                      (191, 'Nikodim Fomitch')],\n",
            "           'looking': [(187, 'Ilya Petrovitch')],\n",
            "           'lost': [(181, 'Koch'), (111, 'Dostoevsky')],\n",
            "           'love': [(239, 'Polenka'), (166, 'Mother')],\n",
            "           'loved': [(301, 'Jesus')],\n",
            "           'loves': [(154, 'Dounia'), (199, 'Pashenka')],\n",
            "           'made': [(131, 'Raskolnikov'),\n",
            "                    (156, 'Svidrigaïlov'),\n",
            "                    (153, 'Rodya'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (159, 'Pyotr Petrovitch'),\n",
            "                    (201, 'Zossimov'),\n",
            "                    (163, 'Luzhin'),\n",
            "                    (139, 'Sonia'),\n",
            "                    (111, 'Dostoevsky'),\n",
            "                    (199, 'Pashenka'),\n",
            "                    (191, 'Nikodim Fomitch'),\n",
            "                    (183, 'Luise Ivanovna'),\n",
            "                    (152, 'Praskovya Pavlovna'),\n",
            "                    (257, 'Luzhin'),\n",
            "                    (186, 'Tchebarov')],\n",
            "           'maintained': [(187, 'Ilya Petrovitch')],\n",
            "           'make': [(136, 'Sofya Semyonovna'),\n",
            "                    (132, 'Lizaveta'),\n",
            "                    (245, 'Lida'),\n",
            "                    (268, 'Madame Resslich'),\n",
            "                    (251, 'Kolya'),\n",
            "                    (288, 'Aniska')],\n",
            "           'making': [(247, 'Amalia Ivanovna')],\n",
            "           'manage': [(240, 'Papa')],\n",
            "           'mean': [(225, 'Lebeziatnikov'),\n",
            "                    (137, 'Lebeziatnikov'),\n",
            "                    (267, 'Raskolnikov'),\n",
            "                    (287, 'Berg')],\n",
            "           'means': [(152, 'Praskovya Pavlovna')],\n",
            "           'meant': [(247, 'Amalia Ivanovna'), (267, 'Raskolnikov')],\n",
            "           'mend': [(240, 'Papa')],\n",
            "           'mentioning': [(267, 'Raskolnikov')],\n",
            "           'met': [(247, 'Amalia Ivanovna'), (239, 'Polenka')],\n",
            "           'muttered': [(191, 'Nikodim Fomitch')],\n",
            "           'need': [(166, 'Mother'), (263, 'Brother')],\n",
            "           'notice': [(216, 'Nikolay'), (192, 'Pestryakov')],\n",
            "           'noticed': [(181, 'Koch')],\n",
            "           'observe': [(335, 'Scoundrel')],\n",
            "           'observed': [(201, 'Zossimov'),\n",
            "                        (334, 'Raskolnikov'),\n",
            "                        (191, 'Nikodim Fomitch')],\n",
            "           'offer': [(163, 'Luzhin')],\n",
            "           'opened': [(181, 'Koch')],\n",
            "           'overheard': [(157, 'Marfa Petrovna')],\n",
            "           'paid': [(225, 'Lebeziatnikov')],\n",
            "           'pass': [(159, 'Pyotr Petrovitch')],\n",
            "           'passed': [(181, 'Koch')],\n",
            "           'patronising': [(247, 'Amalia Ivanovna')],\n",
            "           'pattered': [(188, 'Mr. Captain')],\n",
            "           'paused': [(159, 'Pyotr Petrovitch')],\n",
            "           'pays': [(194, 'Heruvimov')],\n",
            "           'perceived': [(267, 'Raskolnikov')],\n",
            "           'pestered': [(225, 'Lebeziatnikov')],\n",
            "           'pierced': [(189, 'Karl')],\n",
            "           'planned': [(199, 'Pashenka')],\n",
            "           'pledged': [(267, 'Raskolnikov')],\n",
            "           'pointed': [(257, 'Luzhin')],\n",
            "           'pondering': [(132, 'Lizaveta')],\n",
            "           'presented': [(186, 'Tchebarov')],\n",
            "           'produced': [(354, 'Hart')],\n",
            "           'promise': [(147, 'Semyon Zaharovitch')],\n",
            "           'pronounced': [(187, 'Ilya Petrovitch')],\n",
            "           'protect': [(134, 'God')],\n",
            "           'proved': [(347, 'Dr. Zossimov')],\n",
            "           'published': [(116, 'the poet Nekrassov')],\n",
            "           'pulled': [(189, 'Karl')],\n",
            "           'pushed': [(193, 'Good Lord')],\n",
            "           'put': [(154, 'Dounia'),\n",
            "                   (138, 'Katerina Ivanovna'),\n",
            "                   (159, 'Pyotr Petrovitch'),\n",
            "                   (285, 'Svidrigaïlov'),\n",
            "                   (137, 'Lebeziatnikov'),\n",
            "                   (247, 'Amalia Ivanovna'),\n",
            "                   (334, 'Raskolnikov'),\n",
            "                   (267, 'Raskolnikov')],\n",
            "           'puts': [(163, 'Luzhin')],\n",
            "           'raised': [(339, 'Achilles')],\n",
            "           'ran': [(138, 'Katerina Ivanovna'),\n",
            "                   (216, 'Nikolay'),\n",
            "                   (145, 'Kapernaumov')],\n",
            "           'read': [(139, 'Sonia'), (295, 'Philip'), (299, 'Martha')],\n",
            "           'reading': [(157, 'Marfa Petrovna')],\n",
            "           'received': [(111, 'Dostoevsky'),\n",
            "                        (295, 'Philip'),\n",
            "                        (203, 'Semyon Semyonovitch')],\n",
            "           'recollected': [(181, 'Koch')],\n",
            "           'recurs': [(111, 'Dostoevsky')],\n",
            "           'refrained': [(334, 'Raskolnikov')],\n",
            "           'refuse': [(160, 'Afanasy Ivanovitch')],\n",
            "           'refused': [(157, 'Marfa Petrovna')],\n",
            "           'regarded': [(136, 'Sofya Semyonovna')],\n",
            "           'rejoice': [(163, 'Luzhin')],\n",
            "           'released': [(191, 'Nikodim Fomitch')],\n",
            "           'remained': [(136, 'Sofya Semyonovna')],\n",
            "           'remember': [(207, 'Zametov'), (263, 'Brother')],\n",
            "           'remembered': [(181, 'Koch')],\n",
            "           'repeated': [(137, 'Lebeziatnikov'), (191, 'Nikodim Fomitch')],\n",
            "           'replied': [(159, 'Pyotr Petrovitch')],\n",
            "           'reproached': [(157, 'Marfa Petrovna')],\n",
            "           'respected': [(247, 'Amalia Ivanovna')],\n",
            "           'rest': [(134, 'God')],\n",
            "           'resting': [(147, 'Semyon Zaharovitch')],\n",
            "           'restrain': [(267, 'Raskolnikov')],\n",
            "           'retired': [(187, 'Ilya Petrovitch')],\n",
            "           'returned': [(151, 'Nastasya')],\n",
            "           'run': [(239, 'Polenka'), (240, 'Papa')],\n",
            "           'running': [(239, 'Polenka')],\n",
            "           'rushed': [(138, 'Katerina Ivanovna')],\n",
            "           'said': [(131, 'Raskolnikov'),\n",
            "                    (161, 'Raskolnikov'),\n",
            "                    (249, 'Sonia'),\n",
            "                    (217, 'Razumihin'),\n",
            "                    (213, 'Porfiry'),\n",
            "                    (154, 'Dounia'),\n",
            "                    (156, 'Svidrigaïlov'),\n",
            "                    (153, 'Rodya'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (138, 'Katerina Ivanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (159, 'Pyotr Petrovitch'),\n",
            "                    (285, 'Svidrigaïlov'),\n",
            "                    (216, 'Nikolay'),\n",
            "                    (201, 'Zossimov'),\n",
            "                    (207, 'Zametov'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (163, 'Luzhin'),\n",
            "                    (157, 'Marfa Petrovna'),\n",
            "                    (137, 'Lebeziatnikov'),\n",
            "                    (132, 'Lizaveta'),\n",
            "                    (139, 'Sonia'),\n",
            "                    (334, 'Raskolnikov'),\n",
            "                    (301, 'Jesus'),\n",
            "                    (245, 'Lida'),\n",
            "                    (268, 'Madame Resslich'),\n",
            "                    (240, 'Papa'),\n",
            "                    (299, 'Martha'),\n",
            "                    (306, 'Terebyeva'),\n",
            "                    (327, 'Dr. B----n')],\n",
            "           'saith': [(299, 'Martha')],\n",
            "           'sang': [(329, 'Katia')],\n",
            "           'sat': [(249, 'Sonia'),\n",
            "                   (156, 'Svidrigaïlov'),\n",
            "                   (285, 'Svidrigaïlov'),\n",
            "                   (181, 'Koch'),\n",
            "                   (300, 'Mary')],\n",
            "           'saw': [(161, 'Raskolnikov'),\n",
            "                   (154, 'Dounia'),\n",
            "                   (156, 'Svidrigaïlov'),\n",
            "                   (159, 'Pyotr Petrovitch'),\n",
            "                   (285, 'Svidrigaïlov'),\n",
            "                   (201, 'Zossimov'),\n",
            "                   (225, 'Lebeziatnikov'),\n",
            "                   (137, 'Lebeziatnikov'),\n",
            "                   (301, 'Jesus'),\n",
            "                   (329, 'Katia')],\n",
            "           'say': [(213, 'Porfiry'),\n",
            "                   (164, 'Avdotya Romanovna'),\n",
            "                   (285, 'Svidrigaïlov'),\n",
            "                   (201, 'Zossimov'),\n",
            "                   (187, 'Ilya Petrovitch'),\n",
            "                   (245, 'Lida'),\n",
            "                   (251, 'Kolya'),\n",
            "                   (339, 'Achilles')],\n",
            "           'saying': [(132, 'Lizaveta'), (246, 'Amalia Ludwigovna')],\n",
            "           'says': [(111, 'Dostoevsky'),\n",
            "                    (199, 'Pashenka'),\n",
            "                    (147, 'Semyon Zaharovitch')],\n",
            "           'scanned': [(221, 'CHAPTER V This')],\n",
            "           'scared': [(251, 'Kolya')],\n",
            "           'scrawl': [(160, 'Afanasy Ivanovitch')],\n",
            "           'screamed': [(176, 'Mikolka'), (245, 'Lida')],\n",
            "           'scrutinised': [(221, 'CHAPTER V This')],\n",
            "           'see': [(161, 'Raskolnikov'),\n",
            "                   (249, 'Sonia'),\n",
            "                   (217, 'Razumihin'),\n",
            "                   (213, 'Porfiry'),\n",
            "                   (154, 'Dounia'),\n",
            "                   (156, 'Svidrigaïlov'),\n",
            "                   (153, 'Rodya'),\n",
            "                   (164, 'Avdotya Romanovna'),\n",
            "                   (138, 'Katerina Ivanovna'),\n",
            "                   (173, 'Razumihin'),\n",
            "                   (216, 'Nikolay'),\n",
            "                   (201, 'Zossimov'),\n",
            "                   (239, 'Polenka'),\n",
            "                   (334, 'Raskolnikov'),\n",
            "                   (267, 'Raskolnikov'),\n",
            "                   (166, 'Mother'),\n",
            "                   (246, 'Amalia Ludwigovna')],\n",
            "           'seem': [(163, 'Luzhin')],\n",
            "           'seemed': [(138, 'Katerina Ivanovna'), (163, 'Luzhin')],\n",
            "           'seen': [(161, 'Raskolnikov'), (278, 'Napoleon')],\n",
            "           'seized': [(251, 'Kolya')],\n",
            "           'sent': [(159, 'Pyotr Petrovitch'),\n",
            "                    (134, 'God'),\n",
            "                    (160, 'Afanasy Ivanovitch'),\n",
            "                    (282, 'Providence')],\n",
            "           'set': [(151, 'Nastasya')],\n",
            "           'shaved': [(152, 'Praskovya Pavlovna')],\n",
            "           'shouted': [(138, 'Katerina Ivanovna'),\n",
            "                       (173, 'Razumihin'),\n",
            "                       (176, 'Mikolka'),\n",
            "                       (295, 'Philip')],\n",
            "           'show': [(176, 'Mikolka')],\n",
            "           'showed': [(201, 'Zossimov')],\n",
            "           'shown': [(136, 'Sofya Semyonovna'), (111, 'Dostoevsky')],\n",
            "           'sign': [(160, 'Afanasy Ivanovitch')],\n",
            "           'sing': [(239, 'Polenka')],\n",
            "           'sings': [(245, 'Lida')],\n",
            "           'sit': [(251, 'Kolya')],\n",
            "           'slipped': [(137, 'Lebeziatnikov')],\n",
            "           'sounded': [(327, 'Dr. B----n')],\n",
            "           'spared': [(306, 'Terebyeva')],\n",
            "           'speak': [(191, 'Nikodim Fomitch')],\n",
            "           'speaking': [(139, 'Sonia')],\n",
            "           'spoke': [(132, 'Lizaveta')],\n",
            "           'spoken': [(136, 'Sofya Semyonovna'), (301, 'Jesus')],\n",
            "           'standing': [(159, 'Pyotr Petrovitch'),\n",
            "                        (151, 'Nastasya'),\n",
            "                        (132, 'Lizaveta'),\n",
            "                        (191, 'Nikodim Fomitch')],\n",
            "           'stared': [(201, 'Zossimov'), (221, 'CHAPTER V This')],\n",
            "           'started': [(111, 'Dostoevsky')],\n",
            "           'stinketh': [(301, 'Jesus')],\n",
            "           'stood': [(131, 'Raskolnikov'),\n",
            "                     (161, 'Raskolnikov'),\n",
            "                     (249, 'Sonia'),\n",
            "                     (154, 'Dounia'),\n",
            "                     (138, 'Katerina Ivanovna'),\n",
            "                     (151, 'Nastasya'),\n",
            "                     (137, 'Lebeziatnikov'),\n",
            "                     (176, 'Mikolka')],\n",
            "           'stopped': [(139, 'Sonia'),\n",
            "                       (187, 'Ilya Petrovitch'),\n",
            "                       (267, 'Raskolnikov'),\n",
            "                       (176, 'Mikolka')],\n",
            "           'strangled': [(278, 'Napoleon')],\n",
            "           'struck': [(136, 'Sofya Semyonovna')],\n",
            "           'stumbled': [(183, 'Luise Ivanovna')],\n",
            "           'succeeded': [(193, 'Good Lord')],\n",
            "           'suffered': [(111, 'Dostoevsky')],\n",
            "           'suppose': [(136, 'Sofya Semyonovna')],\n",
            "           'surrendered': [(304, 'General Mack')],\n",
            "           'swung': [(176, 'Mikolka')],\n",
            "           'take': [(207, 'Zametov'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (137, 'Lebeziatnikov'),\n",
            "                    (239, 'Polenka'),\n",
            "                    (334, 'Raskolnikov'),\n",
            "                    (176, 'Mikolka'),\n",
            "                    (240, 'Papa'),\n",
            "                    (287, 'Berg')],\n",
            "           'taken': [(159, 'Pyotr Petrovitch')],\n",
            "           'talking': [(217, 'Razumihin'), (191, 'Nikodim Fomitch')],\n",
            "           'teach': [(176, 'Mikolka')],\n",
            "           'tell': [(131, 'Raskolnikov'),\n",
            "                    (217, 'Razumihin'),\n",
            "                    (154, 'Dounia'),\n",
            "                    (156, 'Svidrigaïlov'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (159, 'Pyotr Petrovitch'),\n",
            "                    (201, 'Zossimov'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (225, 'Lebeziatnikov'),\n",
            "                    (134, 'God')],\n",
            "           'thanked': [(243, 'Prince Schegolskoy')],\n",
            "           'think': [(131, 'Raskolnikov'),\n",
            "                     (213, 'Porfiry'),\n",
            "                     (154, 'Dounia'),\n",
            "                     (156, 'Svidrigaïlov'),\n",
            "                     (153, 'Rodya'),\n",
            "                     (201, 'Zossimov'),\n",
            "                     (151, 'Nastasya'),\n",
            "                     (163, 'Luzhin'),\n",
            "                     (225, 'Lebeziatnikov')],\n",
            "           'thinks': [(268, 'Madame Resslich'), (257, 'Luzhin')],\n",
            "           'thought': [(131, 'Raskolnikov'),\n",
            "                       (161, 'Raskolnikov'),\n",
            "                       (217, 'Razumihin'),\n",
            "                       (213, 'Porfiry'),\n",
            "                       (164, 'Avdotya Romanovna'),\n",
            "                       (285, 'Svidrigaïlov'),\n",
            "                       (181, 'Koch'),\n",
            "                       (137, 'Lebeziatnikov'),\n",
            "                       (111, 'Dostoevsky'),\n",
            "                       (267, 'Raskolnikov'),\n",
            "                       (199, 'Pashenka'),\n",
            "                       (166, 'Mother')],\n",
            "           'thrashed': [(176, 'Mikolka')],\n",
            "           'throw': [(163, 'Luzhin')],\n",
            "           'thrown': [(247, 'Amalia Ivanovna')],\n",
            "           'told': [(217, 'Razumihin'),\n",
            "                    (156, 'Svidrigaïlov'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (138, 'Katerina Ivanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (157, 'Marfa Petrovna'),\n",
            "                    (268, 'Madame Resslich'),\n",
            "                    (307, 'Varents')],\n",
            "           'took': [(217, 'Razumihin'),\n",
            "                    (213, 'Porfiry'),\n",
            "                    (154, 'Dounia'),\n",
            "                    (138, 'Katerina Ivanovna'),\n",
            "                    (285, 'Svidrigaïlov'),\n",
            "                    (239, 'Polenka'),\n",
            "                    (187, 'Ilya Petrovitch'),\n",
            "                    (111, 'Dostoevsky'),\n",
            "                    (199, 'Pashenka'),\n",
            "                    (133, 'Alyona Ivanovna'),\n",
            "                    (189, 'Karl'),\n",
            "                    (329, 'Katia'),\n",
            "                    (143, 'Darya Frantsovna')],\n",
            "           'tore': [(189, 'Karl')],\n",
            "           'torn': [(240, 'Papa')],\n",
            "           'treated': [(247, 'Amalia Ivanovna')],\n",
            "           'tried': [(186, 'Tchebarov')],\n",
            "           'trust': [(199, 'Pashenka'), (160, 'Afanasy Ivanovitch')],\n",
            "           'trusts': [(199, 'Pashenka')],\n",
            "           'try': [(263, 'Brother')],\n",
            "           'turned': [(131, 'Raskolnikov'),\n",
            "                      (161, 'Raskolnikov'),\n",
            "                      (249, 'Sonia'),\n",
            "                      (217, 'Razumihin'),\n",
            "                      (213, 'Porfiry'),\n",
            "                      (164, 'Avdotya Romanovna'),\n",
            "                      (285, 'Svidrigaïlov'),\n",
            "                      (181, 'Koch'),\n",
            "                      (136, 'Sofya Semyonovna'),\n",
            "                      (334, 'Raskolnikov'),\n",
            "                      (329, 'Katia')],\n",
            "           'turns': [(186, 'Tchebarov')],\n",
            "           'understand': [(161, 'Raskolnikov'),\n",
            "                          (249, 'Sonia'),\n",
            "                          (217, 'Razumihin'),\n",
            "                          (164, 'Avdotya Romanovna'),\n",
            "                          (138, 'Katerina Ivanovna'),\n",
            "                          (216, 'Nikolay'),\n",
            "                          (225, 'Lebeziatnikov'),\n",
            "                          (137, 'Lebeziatnikov'),\n",
            "                          (136, 'Sofya Semyonovna'),\n",
            "                          (187, 'Ilya Petrovitch'),\n",
            "                          (334, 'Raskolnikov'),\n",
            "                          (245, 'Lida'),\n",
            "                          (251, 'Kolya')],\n",
            "           'understands': [(136, 'Sofya Semyonovna')],\n",
            "           'undertaken': [(247, 'Amalia Ivanovna')],\n",
            "           'undertook': [(132, 'Lizaveta')],\n",
            "           'undressing': [(239, 'Polenka')],\n",
            "           'used': [(138, 'Katerina Ivanovna'),\n",
            "                    (157, 'Marfa Petrovna'),\n",
            "                    (132, 'Lizaveta'),\n",
            "                    (268, 'Madame Resslich')],\n",
            "           'uttering': [(187, 'Ilya Petrovitch')],\n",
            "           'wailed': [(331, 'Parasha')],\n",
            "           'waiting': [(160, 'Afanasy Ivanovitch')],\n",
            "           'walked': [(131, 'Raskolnikov'),\n",
            "                      (285, 'Svidrigaïlov'),\n",
            "                      (137, 'Lebeziatnikov'),\n",
            "                      (139, 'Sonia'),\n",
            "                      (187, 'Ilya Petrovitch'),\n",
            "                      (334, 'Raskolnikov')],\n",
            "           'want': [(131, 'Raskolnikov'),\n",
            "                    (217, 'Razumihin'),\n",
            "                    (213, 'Porfiry'),\n",
            "                    (154, 'Dounia'),\n",
            "                    (156, 'Svidrigaïlov'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (201, 'Zossimov'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (163, 'Luzhin'),\n",
            "                    (225, 'Lebeziatnikov'),\n",
            "                    (239, 'Polenka')],\n",
            "           'wanted': [(153, 'Rodya'),\n",
            "                      (207, 'Zametov'),\n",
            "                      (225, 'Lebeziatnikov'),\n",
            "                      (137, 'Lebeziatnikov'),\n",
            "                      (136, 'Sofya Semyonovna'),\n",
            "                      (334, 'Raskolnikov'),\n",
            "                      (243, 'Prince Schegolskoy')],\n",
            "           'wants': [(247, 'Amalia Ivanovna')],\n",
            "           'warn': [(334, 'Raskolnikov')],\n",
            "           'was': [(331, 'Parasha')],\n",
            "           'weeping': [(301, 'Jesus')],\n",
            "           'went': [(131, 'Raskolnikov'),\n",
            "                    (161, 'Raskolnikov'),\n",
            "                    (249, 'Sonia'),\n",
            "                    (217, 'Razumihin'),\n",
            "                    (213, 'Porfiry'),\n",
            "                    (154, 'Dounia'),\n",
            "                    (153, 'Rodya'),\n",
            "                    (164, 'Avdotya Romanovna'),\n",
            "                    (173, 'Razumihin'),\n",
            "                    (159, 'Pyotr Petrovitch'),\n",
            "                    (285, 'Svidrigaïlov'),\n",
            "                    (201, 'Zossimov'),\n",
            "                    (181, 'Koch'),\n",
            "                    (151, 'Nastasya'),\n",
            "                    (157, 'Marfa Petrovna'),\n",
            "                    (136, 'Sofya Semyonovna'),\n",
            "                    (133, 'Alyona Ivanovna'),\n",
            "                    (147, 'Semyon Zaharovitch'),\n",
            "                    (266, 'Sofya Ivanovna')],\n",
            "           'wept': [(301, 'Jesus')],\n",
            "           'whispered': [(249, 'Sonia')],\n",
            "           'wished': [(334, 'Raskolnikov')],\n",
            "           'won': [(199, 'Pashenka')],\n",
            "           'wondering': [(245, 'Lida')],\n",
            "           'worked': [(132, 'Lizaveta')],\n",
            "           'working': [(216, 'Nikolay')],\n",
            "           'worn': [(240, 'Papa')],\n",
            "           'writes': [(166, 'Mother')],\n",
            "           'written': [(157, 'Marfa Petrovna'), (306, 'Terebyeva')],\n",
            "           'wrote': [(153, 'Rodya'), (163, 'Luzhin'), (306, 'Terebyeva')],\n",
            "           '’re': [(173, 'Razumihin'), (334, 'Raskolnikov')],\n",
            "           '’s': [(139, 'Sonia'), (268, 'Madame Resslich'), (278, 'Napoleon')],\n",
            "           '’ve': [(201, 'Zossimov'), (267, 'Raskolnikov')]},\n",
            " 'patient': {'abandon': [(153, 'Rodya')],\n",
            "             'abandoned': [(147, 'Semyon Zaharovitch')],\n",
            "             'accompanied': [(249, 'Sonia')],\n",
            "             'accused': [(216, 'Nikolay'), (111, 'Dostoevsky')],\n",
            "             'acquainted': [(187, 'Ilya Petrovitch')],\n",
            "             'added': [(161, 'Raskolnikov')],\n",
            "             'address': [(187, 'Ilya Petrovitch')],\n",
            "             'addressed': [(213, 'Porfiry'), (247, 'Amalia Ivanovna')],\n",
            "             'addressing': [(131, 'Raskolnikov'),\n",
            "                            (217, 'Razumihin'),\n",
            "                            (201, 'Zossimov'),\n",
            "                            (137, 'Lebeziatnikov'),\n",
            "                            (136, 'Sofya Semyonovna'),\n",
            "                            (191, 'Nikodim Fomitch')],\n",
            "             'admire': [(153, 'Rodya')],\n",
            "             'affected': [(285, 'Svidrigaïlov')],\n",
            "             'agitated': [(249, 'Sonia')],\n",
            "             'allow': [(159, 'Pyotr Petrovitch')],\n",
            "             'allowed': [(111, 'Dostoevsky')],\n",
            "             'amused': [(151, 'Nastasya')],\n",
            "             'annoy': [(173, 'Razumihin')],\n",
            "             'answered': [(213, 'Porfiry'), (285, 'Svidrigaïlov')],\n",
            "             'anticipated': [(201, 'Zossimov')],\n",
            "             'approached': [(199, 'Pashenka')],\n",
            "             'aroused': [(183, 'Luise Ivanovna')],\n",
            "             'arrest': [(131, 'Raskolnikov')],\n",
            "             'arrested': [(216, 'Nikolay'), (111, 'Dostoevsky')],\n",
            "             'ask': [(249, 'Sonia'),\n",
            "                     (217, 'Razumihin'),\n",
            "                     (213, 'Porfiry'),\n",
            "                     (153, 'Rodya'),\n",
            "                     (164, 'Avdotya Romanovna'),\n",
            "                     (173, 'Razumihin'),\n",
            "                     (216, 'Nikolay'),\n",
            "                     (201, 'Zossimov'),\n",
            "                     (139, 'Sonia'),\n",
            "                     (187, 'Ilya Petrovitch'),\n",
            "                     (145, 'Kapernaumov'),\n",
            "                     (230, 'Foo')],\n",
            "             'asked': [(131, 'Raskolnikov'),\n",
            "                       (249, 'Sonia'),\n",
            "                       (217, 'Razumihin'),\n",
            "                       (154, 'Dounia'),\n",
            "                       (153, 'Rodya'),\n",
            "                       (164, 'Avdotya Romanovna'),\n",
            "                       (173, 'Razumihin'),\n",
            "                       (159, 'Pyotr Petrovitch'),\n",
            "                       (216, 'Nikolay'),\n",
            "                       (201, 'Zossimov'),\n",
            "                       (181, 'Koch'),\n",
            "                       (151, 'Nastasya'),\n",
            "                       (225, 'Lebeziatnikov'),\n",
            "                       (137, 'Lebeziatnikov'),\n",
            "                       (136, 'Sofya Semyonovna'),\n",
            "                       (132, 'Lizaveta'),\n",
            "                       (247, 'Amalia Ivanovna'),\n",
            "                       (191, 'Nikodim Fomitch')],\n",
            "             'asking': [(164, 'Avdotya Romanovna'),\n",
            "                        (138, 'Katerina Ivanovna'),\n",
            "                        (157, 'Marfa Petrovna'),\n",
            "                        (221, 'CHAPTER V This'),\n",
            "                        (230, 'Foo')],\n",
            "             'asks': [(187, 'Ilya Petrovitch')],\n",
            "             'assure': [(131, 'Raskolnikov'),\n",
            "                        (217, 'Razumihin'),\n",
            "                        (213, 'Porfiry'),\n",
            "                        (173, 'Razumihin'),\n",
            "                        (201, 'Zossimov'),\n",
            "                        (151, 'Nastasya'),\n",
            "                        (247, 'Amalia Ivanovna'),\n",
            "                        (166, 'Mother')],\n",
            "             'assured': [(159, 'Pyotr Petrovitch'), (199, 'Pashenka')],\n",
            "             'attached': [(225, 'Lebeziatnikov')],\n",
            "             'attract': [(136, 'Sofya Semyonovna')],\n",
            "             'avoid': [(334, 'Raskolnikov')],\n",
            "             'awaiting': [(153, 'Rodya')],\n",
            "             'backed': [(143, 'Darya Frantsovna')],\n",
            "             'beat': [(173, 'Razumihin'),\n",
            "                      (151, 'Nastasya'),\n",
            "                      (157, 'Marfa Petrovna'),\n",
            "                      (132, 'Lizaveta')],\n",
            "             'beaten': [(278, 'Napoleon')],\n",
            "             'beating': [(217, 'Razumihin'), (216, 'Nikolay')],\n",
            "             'beg': [(249, 'Sonia'),\n",
            "                     (225, 'Lebeziatnikov'),\n",
            "                     (247, 'Amalia Ivanovna'),\n",
            "                     (246, 'Amalia Ludwigovna')],\n",
            "             'began': [(159, 'Pyotr Petrovitch'), (207, 'Zametov')],\n",
            "             'begged': [(247, 'Amalia Ivanovna'), (189, 'Karl')],\n",
            "             'believe': [(131, 'Raskolnikov'),\n",
            "                         (213, 'Porfiry'),\n",
            "                         (156, 'Svidrigaïlov'),\n",
            "                         (216, 'Nikolay'),\n",
            "                         (225, 'Lebeziatnikov'),\n",
            "                         (334, 'Raskolnikov')],\n",
            "             'believed': [(137, 'Lebeziatnikov')],\n",
            "             'betray': [(131, 'Raskolnikov')],\n",
            "             'blame': [(138, 'Katerina Ivanovna'),\n",
            "                       (247, 'Amalia Ivanovna'),\n",
            "                       (295, 'Philip')],\n",
            "             'blamed': [(161, 'Raskolnikov'),\n",
            "                        (263, 'Brother'),\n",
            "                        (306, 'Terebyeva')],\n",
            "             'blast': [(182, 'Mitka')],\n",
            "             'blow': [(186, 'Tchebarov')],\n",
            "             'boring': [(166, 'Mother')],\n",
            "             'bound': [(207, 'Zametov'), (163, 'Luzhin')],\n",
            "             'brain': [(267, 'Raskolnikov')],\n",
            "             'bring': [(249, 'Sonia'), (207, 'Zametov'), (240, 'Papa')],\n",
            "             'bringing': [(133, 'Alyona Ivanovna')],\n",
            "             'brought': [(138, 'Katerina Ivanovna'),\n",
            "                         (216, 'Nikolay'),\n",
            "                         (201, 'Zossimov'),\n",
            "                         (207, 'Zametov'),\n",
            "                         (132, 'Lizaveta'),\n",
            "                         (133, 'Alyona Ivanovna'),\n",
            "                         (278, 'Napoleon')],\n",
            "             'buried': [(157, 'Marfa Petrovna')],\n",
            "             'call': [(154, 'Dounia'),\n",
            "                      (137, 'Lebeziatnikov'),\n",
            "                      (136, 'Sofya Semyonovna'),\n",
            "                      (246, 'Amalia Ludwigovna')],\n",
            "             'called': [(173, 'Razumihin'), (137, 'Lebeziatnikov')],\n",
            "             'calls': [(111, 'Dostoevsky'), (199, 'Pashenka'), (228, 'Man')],\n",
            "             'carried': [(139, 'Sonia')],\n",
            "             'carry': [(139, 'Sonia')],\n",
            "             'catch': [(217, 'Razumihin')],\n",
            "             'caught': [(216, 'Nikolay'),\n",
            "                        (201, 'Zossimov'),\n",
            "                        (247, 'Amalia Ivanovna')],\n",
            "             'cheat': [(216, 'Nikolay')],\n",
            "             'checked': [(164, 'Avdotya Romanovna')],\n",
            "             'circling': [(213, 'Porfiry')],\n",
            "             'come': [(300, 'Mary')],\n",
            "             'comforts': [(138, 'Katerina Ivanovna')],\n",
            "             'compensate': [(138, 'Katerina Ivanovna')],\n",
            "             'condemned': [(111, 'Dostoevsky')],\n",
            "             'contact': [(352, 'Gutenberg Literary Archive Foundation')],\n",
            "             'contradict': [(194, 'Heruvimov')],\n",
            "             'convinced': [(334, 'Raskolnikov')],\n",
            "             'covered': [(181, 'Koch')],\n",
            "             'cried': [(131, 'Raskolnikov'),\n",
            "                       (161, 'Raskolnikov'),\n",
            "                       (249, 'Sonia'),\n",
            "                       (217, 'Razumihin'),\n",
            "                       (213, 'Porfiry'),\n",
            "                       (154, 'Dounia'),\n",
            "                       (164, 'Avdotya Romanovna'),\n",
            "                       (173, 'Razumihin'),\n",
            "                       (285, 'Svidrigaïlov'),\n",
            "                       (163, 'Luzhin'),\n",
            "                       (137, 'Lebeziatnikov'),\n",
            "                       (176, 'Mikolka')],\n",
            "             'crossing': [(161, 'Raskolnikov'), (166, 'Mother')],\n",
            "             'crush': [(173, 'Razumihin')],\n",
            "             'crushed': [(161, 'Raskolnikov')],\n",
            "             'curtsied': [(183, 'Luise Ivanovna')],\n",
            "             'cut': [(138, 'Katerina Ivanovna'), (163, 'Luzhin')],\n",
            "             'cutting': [(263, 'Brother')],\n",
            "             'damned': [(163, 'Luzhin')],\n",
            "             'dandling': [(192, 'Pestryakov')],\n",
            "             'deceived': [(163, 'Luzhin')],\n",
            "             'defending': [(225, 'Lebeziatnikov')],\n",
            "             'deserted': [(181, 'Koch')],\n",
            "             'deserting': [(181, 'Koch')],\n",
            "             'despise': [(136, 'Sofya Semyonovna')],\n",
            "             'despising': [(225, 'Lebeziatnikov')],\n",
            "             'detained': [(215, 'Dushkin')],\n",
            "             'detest': [(163, 'Luzhin')],\n",
            "             'developing': [(136, 'Sofya Semyonovna')],\n",
            "             'devoured': [(334, 'Raskolnikov')],\n",
            "             'dislike': [(285, 'Svidrigaïlov')],\n",
            "             'distressed': [(173, 'Razumihin')],\n",
            "             'disturb': [(285, 'Svidrigaïlov')],\n",
            "             'does': [(285, 'Svidrigaïlov')],\n",
            "             'draw': [(207, 'Zametov')],\n",
            "             'dressed': [(247, 'Amalia Ivanovna')],\n",
            "             'drew': [(131, 'Raskolnikov'), (334, 'Raskolnikov')],\n",
            "             'drive': [(213, 'Porfiry'), (173, 'Razumihin')],\n",
            "             'drove': [(136, 'Sofya Semyonovna'), (139, 'Sonia')],\n",
            "             'drown': [(207, 'Zametov')],\n",
            "             'drowned': [(268, 'Madame Resslich')],\n",
            "             'duping': [(225, 'Lebeziatnikov')],\n",
            "             'educated': [(187, 'Ilya Petrovitch')],\n",
            "             'embraced': [(154, 'Dounia')],\n",
            "             'encouraged': [(247, 'Amalia Ivanovna')],\n",
            "             'enraged': [(225, 'Lebeziatnikov')],\n",
            "             'entreating': [(157, 'Marfa Petrovna')],\n",
            "             'escape': [(213, 'Porfiry')],\n",
            "             'examine': [(213, 'Porfiry')],\n",
            "             'excited--“good': [(134, 'God')],\n",
            "             'exclaimed': [(161, 'Raskolnikov')],\n",
            "             'excuse': [(131, 'Raskolnikov'),\n",
            "                        (161, 'Raskolnikov'),\n",
            "                        (164, 'Avdotya Romanovna'),\n",
            "                        (164, 'Avdotya Romanovna'),\n",
            "                        (159, 'Pyotr Petrovitch'),\n",
            "                        (163, 'Luzhin'),\n",
            "                        (225, 'Lebeziatnikov'),\n",
            "                        (137, 'Lebeziatnikov'),\n",
            "                        (187, 'Ilya Petrovitch'),\n",
            "                        (267, 'Raskolnikov'),\n",
            "                        (191, 'Nikodim Fomitch')],\n",
            "             'expected': [(157, 'Marfa Petrovna')],\n",
            "             'express': [(137, 'Lebeziatnikov')],\n",
            "             'facing': [(213, 'Porfiry'), (164, 'Avdotya Romanovna')],\n",
            "             'failing': [(181, 'Koch')],\n",
            "             'fetch': [(201, 'Zossimov'), (151, 'Nastasya')],\n",
            "             'find': [(249, 'Sonia'),\n",
            "                      (217, 'Razumihin'),\n",
            "                      (139, 'Sonia'),\n",
            "                      (199, 'Pashenka')],\n",
            "             'finding': [(163, 'Luzhin')],\n",
            "             'flew': [(207, 'Zametov')],\n",
            "             'flung': [(181, 'Koch')],\n",
            "             'follow': [(164, 'Avdotya Romanovna'), (334, 'Raskolnikov')],\n",
            "             'followed': [(249, 'Sonia'),\n",
            "                          (137, 'Lebeziatnikov'),\n",
            "                          (111, 'Dostoevsky')],\n",
            "             'forced': [(213, 'Porfiry'),\n",
            "                        (157, 'Marfa Petrovna'),\n",
            "                        (111, 'Dostoevsky')],\n",
            "             'forgetting': [(289, 'Filka')],\n",
            "             'forgive': [(161, 'Raskolnikov'), (154, 'Dounia')],\n",
            "             'found': [(163, 'Luzhin'), (134, 'God'), (111, 'Dostoevsky')],\n",
            "             'frighten': [(136, 'Sofya Semyonovna')],\n",
            "             'gave': [(285, 'Svidrigaïlov'), (136, 'Sofya Semyonovna')],\n",
            "             'get': [(159, 'Pyotr Petrovitch')],\n",
            "             'give': [(156, 'Svidrigaïlov'),\n",
            "                      (301, 'Jesus'),\n",
            "                      (133, 'Alyona Ivanovna')],\n",
            "             'given': [(151, 'Nastasya')],\n",
            "             'go': [(285, 'Svidrigaïlov')],\n",
            "             'gone': [(247, 'Amalia Ivanovna')],\n",
            "             'got': [(138, 'Katerina Ivanovna')],\n",
            "             'guard': [(154, 'Dounia')],\n",
            "             'had': [(132, 'Lizaveta')],\n",
            "             'hang': [(216, 'Nikolay'), (194, 'Heruvimov')],\n",
            "             'hanged': [(295, 'Philip')],\n",
            "             'haunted': [(181, 'Koch')],\n",
            "             'have': [(139, 'Sonia'), (246, 'Amalia Ludwigovna')],\n",
            "             'hear': [(157, 'Marfa Petrovna')],\n",
            "             'heard': [(187, 'Ilya Petrovitch'), (331, 'Parasha')],\n",
            "             'help': [(217, 'Razumihin'),\n",
            "                      (138, 'Katerina Ivanovna'),\n",
            "                      (285, 'Svidrigaïlov'),\n",
            "                      (176, 'Mikolka')],\n",
            "             'hid': [(239, 'Polenka')],\n",
            "             'hit': [(189, 'Karl')],\n",
            "             'holding': [(245, 'Lida'), (251, 'Kolya')],\n",
            "             'impressed': [(153, 'Rodya')],\n",
            "             'insult': [(187, 'Ilya Petrovitch')],\n",
            "             'insulted': [(154, 'Dounia')],\n",
            "             'interest': [(164, 'Avdotya Romanovna')],\n",
            "             'interested': [(156, 'Svidrigaïlov')],\n",
            "             'interests': [(159, 'Pyotr Petrovitch'), (201, 'Zossimov')],\n",
            "             'interrupted': [(164, 'Avdotya Romanovna'), (285, 'Svidrigaïlov')],\n",
            "             'introduce': [(213, 'Porfiry')],\n",
            "             'invited': [(153, 'Rodya'),\n",
            "                         (225, 'Lebeziatnikov'),\n",
            "                         (136, 'Sofya Semyonovna'),\n",
            "                         (132, 'Lizaveta'),\n",
            "                         (247, 'Amalia Ivanovna'),\n",
            "                         (347, 'Dr. Zossimov')],\n",
            "             'irritate': [(217, 'Razumihin')],\n",
            "             'judge': [(199, 'Pashenka'), (263, 'Brother')],\n",
            "             'keep': [(164, 'Avdotya Romanovna')],\n",
            "             'kept': [(173, 'Razumihin')],\n",
            "             'kill': [(156, 'Svidrigaïlov'), (132, 'Lizaveta')],\n",
            "             'killed': [(161, 'Raskolnikov'),\n",
            "                        (249, 'Sonia'),\n",
            "                        (132, 'Lizaveta'),\n",
            "                        (191, 'Nikodim Fomitch')],\n",
            "             'kissing': [(329, 'Katia')],\n",
            "             'know': [(131, 'Raskolnikov'),\n",
            "                      (213, 'Porfiry'),\n",
            "                      (154, 'Dounia'),\n",
            "                      (153, 'Rodya'),\n",
            "                      (164, 'Avdotya Romanovna'),\n",
            "                      (173, 'Razumihin'),\n",
            "                      (285, 'Svidrigaïlov'),\n",
            "                      (181, 'Koch'),\n",
            "                      (225, 'Lebeziatnikov'),\n",
            "                      (132, 'Lizaveta'),\n",
            "                      (160, 'Afanasy Ivanovitch'),\n",
            "                      (268, 'Madame Resslich'),\n",
            "                      (215, 'Dushkin'),\n",
            "                      (146, 'Ivan Afanasyvitch')],\n",
            "             'known': [(207, 'Zametov')],\n",
            "             'knows': [(160, 'Afanasy Ivanovitch')],\n",
            "             'laid': [(139, 'Sonia'), (301, 'Jesus')],\n",
            "             'leave': [(153, 'Rodya'),\n",
            "                       (164, 'Avdotya Romanovna'),\n",
            "                       (201, 'Zossimov'),\n",
            "                       (225, 'Lebeziatnikov')],\n",
            "             'leaving': [(331, 'Parasha')],\n",
            "             'led': [(163, 'Luzhin'),\n",
            "                     (111, 'Dostoevsky'),\n",
            "                     (147, 'Semyon Zaharovitch')],\n",
            "             'left': [(131, 'Raskolnikov'),\n",
            "                      (217, 'Razumihin'),\n",
            "                      (164, 'Avdotya Romanovna'),\n",
            "                      (157, 'Marfa Petrovna'),\n",
            "                      (295, 'Philip')],\n",
            "             'locked': [(152, 'Praskovya Pavlovna')],\n",
            "             'looking': [(181, 'Koch')],\n",
            "             'lost': [(181, 'Koch')],\n",
            "             'love': [(249, 'Sonia'),\n",
            "                      (217, 'Razumihin'),\n",
            "                      (154, 'Dounia'),\n",
            "                      (156, 'Svidrigaïlov'),\n",
            "                      (153, 'Rodya'),\n",
            "                      (239, 'Polenka'),\n",
            "                      (166, 'Mother')],\n",
            "             'loved': [(301, 'Jesus'), (166, 'Mother'), (245, 'Lida')],\n",
            "             'loves': [(153, 'Rodya'), (166, 'Mother')],\n",
            "             'make': [(334, 'Raskolnikov')],\n",
            "             'married': [(157, 'Marfa Petrovna'), (307, 'Varents')],\n",
            "             'marry': [(153, 'Rodya'), (163, 'Luzhin'), (257, 'Luzhin')],\n",
            "             'marrying': [(153, 'Rodya'),\n",
            "                          (159, 'Pyotr Petrovitch'),\n",
            "                          (163, 'Luzhin')],\n",
            "             'means': [(136, 'Sofya Semyonovna')],\n",
            "             'meet': [(163, 'Luzhin')],\n",
            "             'mentioned': [(267, 'Raskolnikov')],\n",
            "             'met': [(216, 'Nikolay'),\n",
            "                     (201, 'Zossimov'),\n",
            "                     (334, 'Raskolnikov'),\n",
            "                     (301, 'Jesus')],\n",
            "             'mislead': [(207, 'Zametov')],\n",
            "             'missing': [(157, 'Marfa Petrovna'), (157, 'Marfa Petrovna')],\n",
            "             'mistrusting': [(181, 'Koch')],\n",
            "             'motioned': [(151, 'Nastasya')],\n",
            "             'mumbled': [(201, 'Zossimov')],\n",
            "             'murdered': [(163, 'Luzhin'),\n",
            "                          (132, 'Lizaveta'),\n",
            "                          (133, 'Alyona Ivanovna')],\n",
            "             'murdering': [(132, 'Lizaveta')],\n",
            "             'muttered': [(249, 'Sonia'),\n",
            "                          (213, 'Porfiry'),\n",
            "                          (164, 'Avdotya Romanovna'),\n",
            "                          (285, 'Svidrigaïlov')],\n",
            "             'needed': [(138, 'Katerina Ivanovna')],\n",
            "             'notice': [(201, 'Zossimov')],\n",
            "             'noticed': [(156, 'Svidrigaïlov'),\n",
            "                         (173, 'Razumihin'),\n",
            "                         (139, 'Sonia')],\n",
            "             'obey': [(201, 'Zossimov')],\n",
            "             'obliged': [(173, 'Razumihin'), (210, 'Tolstyakov')],\n",
            "             'observed': [(161, 'Raskolnikov'),\n",
            "                          (154, 'Dounia'),\n",
            "                          (173, 'Razumihin'),\n",
            "                          (201, 'Zossimov'),\n",
            "                          (207, 'Zametov'),\n",
            "                          (151, 'Nastasya')],\n",
            "             'occupied': [(153, 'Rodya')],\n",
            "             'offended': [(154, 'Dounia'), (159, 'Pyotr Petrovitch')],\n",
            "             'overcome': [(151, 'Nastasya')],\n",
            "             'overtake': [(201, 'Zossimov')],\n",
            "             'overwhelmed': [(249, 'Sonia')],\n",
            "             'paid': [(139, 'Sonia')],\n",
            "             'panting': [(181, 'Koch')],\n",
            "             'passed': [(173, 'Razumihin')],\n",
            "             'persecuting': [(263, 'Brother')],\n",
            "             'perturbed': [(221, 'CHAPTER V This')],\n",
            "             'plying': [(151, 'Nastasya')],\n",
            "             'praise': [(207, 'Zametov')],\n",
            "             'promised': [(159, 'Pyotr Petrovitch'), (247, 'Amalia Ivanovna')],\n",
            "             'pronounced': [(159, 'Pyotr Petrovitch')],\n",
            "             'protect': [(136, 'Sofya Semyonovna')],\n",
            "             'pull': [(239, 'Polenka'),\n",
            "                      (234, 'Afrosinya'),\n",
            "                      (262, 'Lieutenant Potanchikov')],\n",
            "             'pulled': [(181, 'Koch')],\n",
            "             'put': [(131, 'Raskolnikov'),\n",
            "                     (217, 'Razumihin'),\n",
            "                     (247, 'Amalia Ivanovna'),\n",
            "                     (239, 'Polenka'),\n",
            "                     (240, 'Papa'),\n",
            "                     (240, 'Papa')],\n",
            "             'putting': [(217, 'Razumihin')],\n",
            "             'puzzled': [(285, 'Svidrigaïlov')],\n",
            "             'question': [(213, 'Porfiry'), (207, 'Zametov')],\n",
            "             'reached': [(139, 'Sonia')],\n",
            "             'read': [(295, 'Philip')],\n",
            "             'reassure': [(161, 'Raskolnikov')],\n",
            "             'reassured': [(153, 'Rodya')],\n",
            "             'received': [(111, 'Dostoevsky')],\n",
            "             'reckon': [(207, 'Zametov')],\n",
            "             'recognised': [(138, 'Katerina Ivanovna'),\n",
            "                            (151, 'Nastasya'),\n",
            "                            (139, 'Sonia')],\n",
            "             'recognising': [(139, 'Sonia')],\n",
            "             'reconciled': [(154, 'Dounia'), (153, 'Rodya')],\n",
            "             'refuse': [(159, 'Pyotr Petrovitch')],\n",
            "             'regard': [(334, 'Raskolnikov')],\n",
            "             'regarded': [(225, 'Lebeziatnikov')],\n",
            "             'remember': [(216, 'Nikolay'),\n",
            "                          (201, 'Zossimov'),\n",
            "                          (181, 'Koch'),\n",
            "                          (183, 'Luise Ivanovna'),\n",
            "                          (262, 'Lieutenant Potanchikov')],\n",
            "             'remembered': [(151, 'Nastasya'), (157, 'Marfa Petrovna')],\n",
            "             'remembers': [(147, 'Semyon Zaharovitch')],\n",
            "             'reminded': [(154, 'Dounia')],\n",
            "             'reminding': [(156, 'Svidrigaïlov')],\n",
            "             'repeated': [(216, 'Nikolay'), (137, 'Lebeziatnikov')],\n",
            "             'repel': [(207, 'Zametov')],\n",
            "             'reproached': [(156, 'Svidrigaïlov')],\n",
            "             'respect': [(136, 'Sofya Semyonovna'), (257, 'Luzhin')],\n",
            "             'respected': [(138, 'Katerina Ivanovna')],\n",
            "             'restrain': [(138, 'Katerina Ivanovna'),\n",
            "                          (159, 'Pyotr Petrovitch'),\n",
            "                          (285, 'Svidrigaïlov'),\n",
            "                          (207, 'Zametov'),\n",
            "                          (267, 'Raskolnikov')],\n",
            "             'retorted': [(151, 'Nastasya')],\n",
            "             'reviling': [(139, 'Sonia')],\n",
            "             'rig': [(159, 'Pyotr Petrovitch')],\n",
            "             'rouse': [(136, 'Sofya Semyonovna')],\n",
            "             'said': [(157, 'Marfa Petrovna'),\n",
            "                      (334, 'Raskolnikov'),\n",
            "                      (263, 'Brother')],\n",
            "             'satisfied': [(334, 'Raskolnikov')],\n",
            "             'save': [(156, 'Svidrigaïlov'), (234, 'Afrosinya')],\n",
            "             'saved': [(156, 'Svidrigaïlov')],\n",
            "             'saw': [(131, 'Raskolnikov'),\n",
            "                     (154, 'Dounia'),\n",
            "                     (156, 'Svidrigaïlov'),\n",
            "                     (138, 'Katerina Ivanovna'),\n",
            "                     (157, 'Marfa Petrovna'),\n",
            "                     (139, 'Sonia'),\n",
            "                     (301, 'Jesus'),\n",
            "                     (329, 'Katia')],\n",
            "             'scanning': [(163, 'Luzhin')],\n",
            "             'scolding': [(151, 'Nastasya')],\n",
            "             'scrutinised': [(201, 'Zossimov')],\n",
            "             'see': [(131, 'Raskolnikov'),\n",
            "                     (161, 'Raskolnikov'),\n",
            "                     (249, 'Sonia'),\n",
            "                     (217, 'Razumihin'),\n",
            "                     (213, 'Porfiry'),\n",
            "                     (154, 'Dounia'),\n",
            "                     (156, 'Svidrigaïlov'),\n",
            "                     (153, 'Rodya'),\n",
            "                     (164, 'Avdotya Romanovna'),\n",
            "                     (138, 'Katerina Ivanovna'),\n",
            "                     (173, 'Razumihin'),\n",
            "                     (285, 'Svidrigaïlov'),\n",
            "                     (216, 'Nikolay'),\n",
            "                     (201, 'Zossimov'),\n",
            "                     (207, 'Zametov'),\n",
            "                     (157, 'Marfa Petrovna'),\n",
            "                     (136, 'Sofya Semyonovna'),\n",
            "                     (139, 'Sonia'),\n",
            "                     (134, 'God'),\n",
            "                     (334, 'Raskolnikov')],\n",
            "             'seeing': [(153, 'Rodya')],\n",
            "             'seen': [(217, 'Razumihin'),\n",
            "                      (156, 'Svidrigaïlov'),\n",
            "                      (159, 'Pyotr Petrovitch'),\n",
            "                      (285, 'Svidrigaïlov'),\n",
            "                      (163, 'Luzhin'),\n",
            "                      (136, 'Sofya Semyonovna'),\n",
            "                      (132, 'Lizaveta'),\n",
            "                      (139, 'Sonia'),\n",
            "                      (257, 'Luzhin')],\n",
            "             'seizing': [(267, 'Raskolnikov')],\n",
            "             'sell': [(154, 'Dounia')],\n",
            "             'send': [(159, 'Pyotr Petrovitch'), (132, 'Lizaveta')],\n",
            "             'sent': [(216, 'Nikolay'),\n",
            "                      (137, 'Lebeziatnikov'),\n",
            "                      (239, 'Polenka')],\n",
            "             'set': [(247, 'Amalia Ivanovna')],\n",
            "             'setting': [(163, 'Luzhin')],\n",
            "             'settle': [(163, 'Luzhin')],\n",
            "             'shaking': [(151, 'Nastasya')],\n",
            "             'shouted': [(173, 'Razumihin')],\n",
            "             'show': [(157, 'Marfa Petrovna'), (137, 'Lebeziatnikov')],\n",
            "             'showed': [(240, 'Papa')],\n",
            "             'slapping': [(207, 'Zametov')],\n",
            "             'smartened': [(138, 'Katerina Ivanovna')],\n",
            "             'spared': [(163, 'Luzhin')],\n",
            "             'spending': [(239, 'Polenka')],\n",
            "             'squeezed': [(216, 'Nikolay')],\n",
            "             'stabbed': [(249, 'Sonia')],\n",
            "             'starve': [(199, 'Pashenka')],\n",
            "             'stood': [(132, 'Lizaveta')],\n",
            "             'stopped': [(181, 'Koch'),\n",
            "                         (225, 'Lebeziatnikov'),\n",
            "                         (187, 'Ilya Petrovitch')],\n",
            "             'strikes': [(159, 'Pyotr Petrovitch')],\n",
            "             'struck': [(131, 'Raskolnikov'),\n",
            "                        (161, 'Raskolnikov'),\n",
            "                        (164, 'Avdotya Romanovna'),\n",
            "                        (159, 'Pyotr Petrovitch'),\n",
            "                        (207, 'Zametov'),\n",
            "                        (137, 'Lebeziatnikov'),\n",
            "                        (267, 'Raskolnikov'),\n",
            "                        (278, 'Napoleon'),\n",
            "                        (339, 'Achilles')],\n",
            "             'stuck': [(247, 'Amalia Ivanovna'), (267, 'Raskolnikov')],\n",
            "             'take': [(131, 'Raskolnikov'),\n",
            "                      (154, 'Dounia'),\n",
            "                      (156, 'Svidrigaïlov'),\n",
            "                      (216, 'Nikolay'),\n",
            "                      (137, 'Lebeziatnikov'),\n",
            "                      (139, 'Sonia'),\n",
            "                      (160, 'Afanasy Ivanovitch')],\n",
            "             'taken': [(161, 'Raskolnikov'),\n",
            "                       (216, 'Nikolay'),\n",
            "                       (181, 'Koch'),\n",
            "                       (157, 'Marfa Petrovna'),\n",
            "                       (278, 'Napoleon')],\n",
            "             'taking': [(131, 'Raskolnikov')],\n",
            "             'taught': [(239, 'Polenka')],\n",
            "             'teaching': [(245, 'Lida')],\n",
            "             'tease': [(157, 'Marfa Petrovna')],\n",
            "             'tell': [(131, 'Raskolnikov'),\n",
            "                      (161, 'Raskolnikov'),\n",
            "                      (161, 'Raskolnikov'),\n",
            "                      (249, 'Sonia'),\n",
            "                      (217, 'Razumihin'),\n",
            "                      (213, 'Porfiry'),\n",
            "                      (213, 'Porfiry'),\n",
            "                      (154, 'Dounia'),\n",
            "                      (156, 'Svidrigaïlov'),\n",
            "                      (156, 'Svidrigaïlov'),\n",
            "                      (153, 'Rodya'),\n",
            "                      (164, 'Avdotya Romanovna'),\n",
            "                      (138, 'Katerina Ivanovna'),\n",
            "                      (173, 'Razumihin'),\n",
            "                      (285, 'Svidrigaïlov'),\n",
            "                      (201, 'Zossimov'),\n",
            "                      (207, 'Zametov'),\n",
            "                      (151, 'Nastasya'),\n",
            "                      (163, 'Luzhin'),\n",
            "                      (157, 'Marfa Petrovna'),\n",
            "                      (225, 'Lebeziatnikov'),\n",
            "                      (136, 'Sofya Semyonovna'),\n",
            "                      (239, 'Polenka'),\n",
            "                      (199, 'Pashenka'),\n",
            "                      (166, 'Mother'),\n",
            "                      (183, 'Luise Ivanovna')],\n",
            "             'telling': [(156, 'Svidrigaïlov'), (166, 'Mother')],\n",
            "             'tempted': [(154, 'Dounia'), (181, 'Koch')],\n",
            "             'test': [(136, 'Sofya Semyonovna')],\n",
            "             'thank': [(137, 'Lebeziatnikov'),\n",
            "                       (134, 'God'),\n",
            "                       (134, 'God'),\n",
            "                       (152, 'Praskovya Pavlovna'),\n",
            "                       (178, 'Father')],\n",
            "             'thanked': [(243, 'Prince Schegolskoy')],\n",
            "             'thanking': [(137, 'Lebeziatnikov')],\n",
            "             'thought': [(131, 'Raskolnikov'), (161, 'Raskolnikov')],\n",
            "             'threw': [(239, 'Polenka')],\n",
            "             'throw': [(159, 'Pyotr Petrovitch')],\n",
            "             'told': [(131, 'Raskolnikov'),\n",
            "                      (161, 'Raskolnikov'),\n",
            "                      (249, 'Sonia'),\n",
            "                      (217, 'Razumihin'),\n",
            "                      (213, 'Porfiry'),\n",
            "                      (154, 'Dounia'),\n",
            "                      (156, 'Svidrigaïlov'),\n",
            "                      (164, 'Avdotya Romanovna'),\n",
            "                      (173, 'Razumihin'),\n",
            "                      (159, 'Pyotr Petrovitch'),\n",
            "                      (285, 'Svidrigaïlov'),\n",
            "                      (207, 'Zametov'),\n",
            "                      (151, 'Nastasya'),\n",
            "                      (225, 'Lebeziatnikov'),\n",
            "                      (267, 'Raskolnikov'),\n",
            "                      (166, 'Mother'),\n",
            "                      (194, 'Heruvimov'),\n",
            "                      (243, 'Prince Schegolskoy')],\n",
            "             'took': [(216, 'Nikolay'), (245, 'Lida'), (189, 'Karl')],\n",
            "             'treat': [(187, 'Ilya Petrovitch')],\n",
            "             'treated': [(138, 'Katerina Ivanovna'),\n",
            "                         (136, 'Sofya Semyonovna'),\n",
            "                         (329, 'Katia')],\n",
            "             'treating': [(247, 'Amalia Ivanovna')],\n",
            "             'trouble': [(285, 'Svidrigaïlov')],\n",
            "             'trust': [(217, 'Razumihin')],\n",
            "             'turn': [(147, 'Semyon Zaharovitch')],\n",
            "             'understand': [(217, 'Razumihin')],\n",
            "             'untied': [(126, 'Grigoryev')],\n",
            "             'used': [(138, 'Katerina Ivanovna')],\n",
            "             'visit': [(285, 'Svidrigaïlov')],\n",
            "             'waked': [(181, 'Koch')],\n",
            "             'want': [(157, 'Marfa Petrovna')],\n",
            "             'wanted': [(216, 'Nikolay'),\n",
            "                        (151, 'Nastasya'),\n",
            "                        (225, 'Lebeziatnikov')],\n",
            "             'warn': [(249, 'Sonia'), (156, 'Svidrigaïlov')],\n",
            "             'watched': [(156, 'Svidrigaïlov'), (137, 'Lebeziatnikov')],\n",
            "             'watching': [(161, 'Raskolnikov')],\n",
            "             'waved': [(138, 'Katerina Ivanovna')],\n",
            "             'weakened': [(181, 'Koch')],\n",
            "             'wear': [(132, 'Lizaveta')],\n",
            "             'weighed': [(111, 'Dostoevsky')],\n",
            "             'went': [(147, 'Semyon Zaharovitch')],\n",
            "             'whispered': [(249, 'Sonia'), (178, 'Father')],\n",
            "             'woke': [(181, 'Koch')],\n",
            "             'worried': [(249, 'Sonia'), (247, 'Amalia Ivanovna')],\n",
            "             'worry': [(161, 'Raskolnikov')],\n",
            "             'wound': [(138, 'Katerina Ivanovna')],\n",
            "             'wronged': [(136, 'Sofya Semyonovna')],\n",
            "             'wrote': [(153, 'Rodya')]}}\n"
          ]
        }
      ],
      "source": [
        "pprint(verb_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 83,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "['said', 'know', 'felt', 'went', 'had', 'thought', 'looked', 'come', 'want',\n",
            " 'have', 'believe', 'walked', 'began', 'heard', 'think', 'tell', 'made',\n",
            " 'stood', 'turned', 'asked', 'understand', 'saw', 'cried', 'see', 'answered',\n",
            " 'go', 'seen', 'gave', 'sat', 'knew', 'came', 'whispered', 'got', 'told',\n",
            " 'talking', 'took', 'give', 'let', 'say', 'has']\n"
          ]
        }
      ],
      "source": [
        "pprint(list(verb_data[\"agent\"].keys())[:40], compact=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 84,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "['tell', 'see', 'told', 'asked', 'cried', 'struck', 'left', 'arrest', 'take',\n",
            " 'thought', 'excuse', 'betray', 'addressing', 'saw', 'put', 'taking', 'drew',\n",
            " 'know', 'believe', 'assure', 'taken', 'worry', 'killed', 'forgive', 'blamed',\n",
            " 'exclaimed', 'added', 'crossing', 'observed', 'crushed', 'reassure',\n",
            " 'watching', 'whispered', 'love', 'beg', 'followed', 'accompanied', 'find',\n",
            " 'ask', 'worried']\n"
          ]
        }
      ],
      "source": [
        "pprint(list(verb_data[\"patient\"].keys())[:40], compact=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 81,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(157, 'Marfa Petrovna'), (111, 'Dostoevsky')]"
            ]
          },
          "execution_count": 81,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"agent\"][\"died\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 79,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(215, 'Dushkin')]"
            ]
          },
          "execution_count": 79,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"agent\"][\"lies\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 59,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(216, 'Nikolay'), (176, 'Mikolka'), (189, 'Karl')]"
            ]
          },
          "execution_count": 59,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"agent\"][\"kill\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 60,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(176, 'Mikolka')]"
            ]
          },
          "execution_count": 60,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"agent\"][\"thrashed\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 65,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(239, 'Polenka'), (166, 'Mother')]"
            ]
          },
          "execution_count": 65,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"agent\"][\"love\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 90,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(154, 'Dounia'), (199, 'Pashenka')]"
            ]
          },
          "execution_count": 90,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"agent\"][\"loves\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 62,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(154, 'Dounia'), (181, 'Koch')]"
            ]
          },
          "execution_count": 62,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"patient\"][\"tempted\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 87,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(186, 'Tchebarov')]"
            ]
          },
          "execution_count": 87,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"patient\"][\"blow\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 88,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(131, 'Raskolnikov')]"
            ]
          },
          "execution_count": 88,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"patient\"][\"betray\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 69,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(249, 'Sonia')]"
            ]
          },
          "execution_count": 69,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"patient\"][\"stabbed\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 89,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[(131, 'Raskolnikov'),\n",
              " (161, 'Raskolnikov'),\n",
              " (164, 'Avdotya Romanovna'),\n",
              " (159, 'Pyotr Petrovitch'),\n",
              " (207, 'Zametov'),\n",
              " (137, 'Lebeziatnikov'),\n",
              " (267, 'Raskolnikov'),\n",
              " (278, 'Napoleon'),\n",
              " (339, 'Achilles')]"
            ]
          },
          "execution_count": 89,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "verb_data[\"patient\"][\"struck\"]"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## event analysis\n",
        "\n",
        "code source: https://booknlp.pythonhumanities.com/05_events.html#"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 25,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>paragraph_ID</th>\n",
              "      <th>sentence_ID</th>\n",
              "      <th>token_ID_within_sentence</th>\n",
              "      <th>token_ID_within_document</th>\n",
              "      <th>word</th>\n",
              "      <th>lemma</th>\n",
              "      <th>byte_onset</th>\n",
              "      <th>byte_offset</th>\n",
              "      <th>POS_tag</th>\n",
              "      <th>fine_POS_tag</th>\n",
              "      <th>dependency_relation</th>\n",
              "      <th>syntactic_head_ID</th>\n",
              "      <th>event</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>﻿The</td>\n",
              "      <td>﻿the</td>\n",
              "      <td>0</td>\n",
              "      <td>4</td>\n",
              "      <td>PRON</td>\n",
              "      <td>DT</td>\n",
              "      <td>nmod</td>\n",
              "      <td>3</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>Project</td>\n",
              "      <td>Project</td>\n",
              "      <td>5</td>\n",
              "      <td>12</td>\n",
              "      <td>PROPN</td>\n",
              "      <td>NNP</td>\n",
              "      <td>compound</td>\n",
              "      <td>3</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>2</td>\n",
              "      <td>Gutenberg</td>\n",
              "      <td>Gutenberg</td>\n",
              "      <td>13</td>\n",
              "      <td>22</td>\n",
              "      <td>PROPN</td>\n",
              "      <td>NNP</td>\n",
              "      <td>compound</td>\n",
              "      <td>3</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>3</td>\n",
              "      <td>3</td>\n",
              "      <td>eBook</td>\n",
              "      <td>eBook</td>\n",
              "      <td>23</td>\n",
              "      <td>28</td>\n",
              "      <td>PROPN</td>\n",
              "      <td>NNP</td>\n",
              "      <td>nsubj</td>\n",
              "      <td>14</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>4</td>\n",
              "      <td>4</td>\n",
              "      <td>of</td>\n",
              "      <td>of</td>\n",
              "      <td>29</td>\n",
              "      <td>31</td>\n",
              "      <td>ADP</td>\n",
              "      <td>IN</td>\n",
              "      <td>prep</td>\n",
              "      <td>3</td>\n",
              "      <td>O</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>130145</th>\n",
              "      <td>3976</td>\n",
              "      <td>13448</td>\n",
              "      <td>3</td>\n",
              "      <td>252853</td>\n",
              "      <td>her</td>\n",
              "      <td>her</td>\n",
              "      <td>1135119</td>\n",
              "      <td>1135122</td>\n",
              "      <td>PRON</td>\n",
              "      <td>PRP$</td>\n",
              "      <td>poss</td>\n",
              "      <td>252854</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>130146</th>\n",
              "      <td>3976</td>\n",
              "      <td>13448</td>\n",
              "      <td>4</td>\n",
              "      <td>252854</td>\n",
              "      <td>aspirations</td>\n",
              "      <td>aspiration</td>\n",
              "      <td>1135123</td>\n",
              "      <td>1135134</td>\n",
              "      <td>NOUN</td>\n",
              "      <td>NNS</td>\n",
              "      <td>npadvmod</td>\n",
              "      <td>252864</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>130147</th>\n",
              "      <td>3976</td>\n",
              "      <td>13448</td>\n",
              "      <td>5</td>\n",
              "      <td>252855</td>\n",
              "      <td>at</td>\n",
              "      <td>at</td>\n",
              "      <td>1135135</td>\n",
              "      <td>1135137</td>\n",
              "      <td>ADP</td>\n",
              "      <td>IN</td>\n",
              "      <td>prep</td>\n",
              "      <td>252854</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>130148</th>\n",
              "      <td>3976</td>\n",
              "      <td>13448</td>\n",
              "      <td>6</td>\n",
              "      <td>252856</td>\n",
              "      <td>least</td>\n",
              "      <td>least</td>\n",
              "      <td>1135138</td>\n",
              "      <td>1135143</td>\n",
              "      <td>ADJ</td>\n",
              "      <td>JJS</td>\n",
              "      <td>pobj</td>\n",
              "      <td>252855</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>130149</th>\n",
              "      <td>3976</td>\n",
              "      <td>13448</td>\n",
              "      <td>7</td>\n",
              "      <td>252857</td>\n",
              "      <td>....</td>\n",
              "      <td>....</td>\n",
              "      <td>1135143</td>\n",
              "      <td>1135147</td>\n",
              "      <td>PUNCT</td>\n",
              "      <td>.</td>\n",
              "      <td>punct</td>\n",
              "      <td>252854</td>\n",
              "      <td>O</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>130150 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "        paragraph_ID  sentence_ID  token_ID_within_sentence  \\\n",
              "0                  0            0                         0   \n",
              "1                  0            0                         1   \n",
              "2                  0            0                         2   \n",
              "3                  0            0                         3   \n",
              "4                  0            0                         4   \n",
              "...              ...          ...                       ...   \n",
              "130145          3976        13448                         3   \n",
              "130146          3976        13448                         4   \n",
              "130147          3976        13448                         5   \n",
              "130148          3976        13448                         6   \n",
              "130149          3976        13448                         7   \n",
              "\n",
              "        token_ID_within_document         word       lemma  byte_onset  \\\n",
              "0                              0         ﻿The        ﻿the           0   \n",
              "1                              1      Project     Project           5   \n",
              "2                              2    Gutenberg   Gutenberg          13   \n",
              "3                              3        eBook       eBook          23   \n",
              "4                              4           of          of          29   \n",
              "...                          ...          ...         ...         ...   \n",
              "130145                    252853          her         her     1135119   \n",
              "130146                    252854  aspirations  aspiration     1135123   \n",
              "130147                    252855           at          at     1135135   \n",
              "130148                    252856        least       least     1135138   \n",
              "130149                    252857         ....        ....     1135143   \n",
              "\n",
              "        byte_offset POS_tag fine_POS_tag dependency_relation  \\\n",
              "0                 4    PRON           DT                nmod   \n",
              "1                12   PROPN          NNP            compound   \n",
              "2                22   PROPN          NNP            compound   \n",
              "3                28   PROPN          NNP               nsubj   \n",
              "4                31     ADP           IN                prep   \n",
              "...             ...     ...          ...                 ...   \n",
              "130145      1135122    PRON         PRP$                poss   \n",
              "130146      1135134    NOUN          NNS            npadvmod   \n",
              "130147      1135137     ADP           IN                prep   \n",
              "130148      1135143     ADJ          JJS                pobj   \n",
              "130149      1135147   PUNCT            .               punct   \n",
              "\n",
              "        syntactic_head_ID event  \n",
              "0                       3     O  \n",
              "1                       3     O  \n",
              "2                       3     O  \n",
              "3                      14     O  \n",
              "4                       3     O  \n",
              "...                   ...   ...  \n",
              "130145             252854     O  \n",
              "130146             252864     O  \n",
              "130147             252854     O  \n",
              "130148             252855     O  \n",
              "130149             252854     O  \n",
              "\n",
              "[130150 rows x 13 columns]"
            ]
          },
          "execution_count": 25,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "events = tokens[~tokens['event'].isnull()]\n",
        "events"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 27,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/html": [
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              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>paragraph_ID</th>\n",
              "      <th>sentence_ID</th>\n",
              "      <th>token_ID_within_sentence</th>\n",
              "      <th>token_ID_within_document</th>\n",
              "      <th>word</th>\n",
              "      <th>lemma</th>\n",
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              "      <th>POS_tag</th>\n",
              "      <th>fine_POS_tag</th>\n",
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              "      <th>syntactic_head_ID</th>\n",
              "      <th>event</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>266</th>\n",
              "      <td>16</td>\n",
              "      <td>12</td>\n",
              "      <td>12</td>\n",
              "      <td>266</td>\n",
              "      <td>examination</td>\n",
              "      <td>examination</td>\n",
              "      <td>1423</td>\n",
              "      <td>1434</td>\n",
              "      <td>NOUN</td>\n",
              "      <td>NN</td>\n",
              "      <td>pobj</td>\n",
              "      <td>263</td>\n",
              "      <td>EVENT</td>\n",
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              "    <tr>\n",
              "      <th>287</th>\n",
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              "      <td>published</td>\n",
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              "      <td>EVENT</td>\n",
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              "    <tr>\n",
              "      <th>336</th>\n",
              "      <td>17</td>\n",
              "      <td>17</td>\n",
              "      <td>4</td>\n",
              "      <td>340</td>\n",
              "      <td>arrested</td>\n",
              "      <td>arrest</td>\n",
              "      <td>1813</td>\n",
              "      <td>1821</td>\n",
              "      <td>VERB</td>\n",
              "      <td>VBN</td>\n",
              "      <td>ROOT</td>\n",
              "      <td>340</td>\n",
              "      <td>EVENT</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>358</th>\n",
              "      <td>18</td>\n",
              "      <td>18</td>\n",
              "      <td>20</td>\n",
              "      <td>362</td>\n",
              "      <td>met</td>\n",
              "      <td>meet</td>\n",
              "      <td>1940</td>\n",
              "      <td>1943</td>\n",
              "      <td>VERB</td>\n",
              "      <td>VBD</td>\n",
              "      <td>relcl</td>\n",
              "      <td>360</td>\n",
              "      <td>EVENT</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>368</th>\n",
              "      <td>18</td>\n",
              "      <td>19</td>\n",
              "      <td>2</td>\n",
              "      <td>372</td>\n",
              "      <td>accused</td>\n",
              "      <td>accuse</td>\n",
              "      <td>1990</td>\n",
              "      <td>1997</td>\n",
              "      <td>VERB</td>\n",
              "      <td>VBN</td>\n",
              "      <td>ROOT</td>\n",
              "      <td>372</td>\n",
              "      <td>EVENT</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>129186</th>\n",
              "      <td>3946</td>\n",
              "      <td>13251</td>\n",
              "      <td>36</td>\n",
              "      <td>249121</td>\n",
              "      <td>wrote</td>\n",
              "      <td>write</td>\n",
              "      <td>1117304</td>\n",
              "      <td>1117309</td>\n",
              "      <td>VERB</td>\n",
              "      <td>VBD</td>\n",
              "      <td>ROOT</td>\n",
              "      <td>249121</td>\n",
              "      <td>EVENT</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>129310</th>\n",
              "      <td>3947</td>\n",
              "      <td>13254</td>\n",
              "      <td>5</td>\n",
              "      <td>249245</td>\n",
              "      <td>wrote</td>\n",
              "      <td>write</td>\n",
              "      <td>1117918</td>\n",
              "      <td>1117923</td>\n",
              "      <td>VERB</td>\n",
              "      <td>VBD</td>\n",
              "      <td>ROOT</td>\n",
              "      <td>249245</td>\n",
              "      <td>EVENT</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>129909</th>\n",
              "      <td>3952</td>\n",
              "      <td>13288</td>\n",
              "      <td>11</td>\n",
              "      <td>249847</td>\n",
              "      <td>thought</td>\n",
              "      <td>think</td>\n",
              "      <td>1120696</td>\n",
              "      <td>1120703</td>\n",
              "      <td>VERB</td>\n",
              "      <td>VBD</td>\n",
              "      <td>ROOT</td>\n",
              "      <td>249847</td>\n",
              "      <td>EVENT</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>129912</th>\n",
              "      <td>3952</td>\n",
              "      <td>13288</td>\n",
              "      <td>14</td>\n",
              "      <td>249850</td>\n",
              "      <td>criticised</td>\n",
              "      <td>criticise</td>\n",
              "      <td>1120713</td>\n",
              "      <td>1120723</td>\n",
              "      <td>VERB</td>\n",
              "      <td>VBD</td>\n",
              "      <td>conj</td>\n",
              "      <td>249847</td>\n",
              "      <td>EVENT</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>129939</th>\n",
              "      <td>3953</td>\n",
              "      <td>13289</td>\n",
              "      <td>7</td>\n",
              "      <td>249882</td>\n",
              "      <td>asked</td>\n",
              "      <td>ask</td>\n",
              "      <td>1120861</td>\n",
              "      <td>1120866</td>\n",
              "      <td>VERB</td>\n",
              "      <td>VBD</td>\n",
              "      <td>ROOT</td>\n",
              "      <td>249882</td>\n",
              "      <td>EVENT</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5992 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "        paragraph_ID  sentence_ID  token_ID_within_sentence  \\\n",
              "266               16           12                        12   \n",
              "287               17           14                         3   \n",
              "336               17           17                         4   \n",
              "358               18           18                        20   \n",
              "368               18           19                         2   \n",
              "...              ...          ...                       ...   \n",
              "129186          3946        13251                        36   \n",
              "129310          3947        13254                         5   \n",
              "129909          3952        13288                        11   \n",
              "129912          3952        13288                        14   \n",
              "129939          3953        13289                         7   \n",
              "\n",
              "        token_ID_within_document         word        lemma  byte_onset  \\\n",
              "266                          266  examination  examination        1423   \n",
              "287                          291    published      publish        1548   \n",
              "336                          340     arrested       arrest        1813   \n",
              "358                          362          met         meet        1940   \n",
              "368                          372      accused       accuse        1990   \n",
              "...                          ...          ...          ...         ...   \n",
              "129186                    249121        wrote        write     1117304   \n",
              "129310                    249245        wrote        write     1117918   \n",
              "129909                    249847      thought        think     1120696   \n",
              "129912                    249850   criticised    criticise     1120713   \n",
              "129939                    249882        asked          ask     1120861   \n",
              "\n",
              "        byte_offset POS_tag fine_POS_tag dependency_relation  \\\n",
              "266            1434    NOUN           NN                pobj   \n",
              "287            1557    VERB          VBN                ROOT   \n",
              "336            1821    VERB          VBN                ROOT   \n",
              "358            1943    VERB          VBD               relcl   \n",
              "368            1997    VERB          VBN                ROOT   \n",
              "...             ...     ...          ...                 ...   \n",
              "129186      1117309    VERB          VBD                ROOT   \n",
              "129310      1117923    VERB          VBD                ROOT   \n",
              "129909      1120703    VERB          VBD                ROOT   \n",
              "129912      1120723    VERB          VBD                conj   \n",
              "129939      1120866    VERB          VBD                ROOT   \n",
              "\n",
              "        syntactic_head_ID  event  \n",
              "266                   263  EVENT  \n",
              "287                   291  EVENT  \n",
              "336                   340  EVENT  \n",
              "358                   360  EVENT  \n",
              "368                   372  EVENT  \n",
              "...                   ...    ...  \n",
              "129186             249121  EVENT  \n",
              "129310             249245  EVENT  \n",
              "129909             249847  EVENT  \n",
              "129912             249847  EVENT  \n",
              "129939             249882  EVENT  \n",
              "\n",
              "[5992 rows x 13 columns]"
            ]
          },
          "execution_count": 27,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "real_events = events.loc[events[\"event\"] == \"EVENT\"]\n",
        "real_events"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 30,
      "metadata": {},
      "outputs": [],
      "source": [
        "def get_event_sentences(df):\n",
        "    real_events = df.loc[df[\"event\"] == \"EVENT\"]\n",
        "    sentences = real_events.sentence_ID.tolist()\n",
        "    event_words = real_events.word.tolist()\n",
        "    event_lemmas = real_events.lemma.tolist()\n",
        "    final_sentences = []\n",
        "    for i, sentence in enumerate(sentences):\n",
        "        result = df[df[\"sentence_ID\"] == int(sentence)]\n",
        "        words = result.word.tolist()\n",
        "        resentence = \" \".join(words)\n",
        "        final_sentences.append(\n",
        "            {\n",
        "                \"event_word\": event_words[i],\n",
        "                \"event_lemma\": event_lemmas[i],\n",
        "                \"sentence\": resentence,\n",
        "            }\n",
        "        )\n",
        "    return pd.DataFrame(final_sentences)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 33,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/html": [
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              "    }\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>event_word</th>\n",
              "      <th>event_lemma</th>\n",
              "      <th>sentence</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>examination</td>\n",
              "      <td>examination</td>\n",
              "      <td>Though always sickly and delicate Dostoevsky c...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>published</td>\n",
              "      <td>publish</td>\n",
              "      <td>This story was published by the poet Nekrassov...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>arrested</td>\n",
              "      <td>arrest</td>\n",
              "      <td>In 1849 he was arrested .</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>met</td>\n",
              "      <td>meet</td>\n",
              "      <td>Though neither by temperament nor conviction a...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>accused</td>\n",
              "      <td>accuse</td>\n",
              "      <td>He was accused of “</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5987</th>\n",
              "      <td>wrote</td>\n",
              "      <td>write</td>\n",
              "      <td>On working days she would go to see him at wor...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5988</th>\n",
              "      <td>wrote</td>\n",
              "      <td>write</td>\n",
              "      <td>In the last letter Sonia wrote that he had bee...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5989</th>\n",
              "      <td>thought</td>\n",
              "      <td>think</td>\n",
              "      <td>But now in prison , _ in freedom _ , he though...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5990</th>\n",
              "      <td>criticised</td>\n",
              "      <td>criticise</td>\n",
              "      <td>But now in prison , _ in freedom _ , he though...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5991</th>\n",
              "      <td>asked</td>\n",
              "      <td>ask</td>\n",
              "      <td>“ he asked himself , “</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5992 rows × 3 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       event_word  event_lemma  \\\n",
              "0     examination  examination   \n",
              "1       published      publish   \n",
              "2        arrested       arrest   \n",
              "3             met         meet   \n",
              "4         accused       accuse   \n",
              "...           ...          ...   \n",
              "5987        wrote        write   \n",
              "5988        wrote        write   \n",
              "5989      thought        think   \n",
              "5990   criticised    criticise   \n",
              "5991        asked          ask   \n",
              "\n",
              "                                               sentence  \n",
              "0     Though always sickly and delicate Dostoevsky c...  \n",
              "1     This story was published by the poet Nekrassov...  \n",
              "2                             In 1849 he was arrested .  \n",
              "3     Though neither by temperament nor conviction a...  \n",
              "4                                   He was accused of “  \n",
              "...                                                 ...  \n",
              "5987  On working days she would go to see him at wor...  \n",
              "5988  In the last letter Sonia wrote that he had bee...  \n",
              "5989  But now in prison , _ in freedom _ , he though...  \n",
              "5990  But now in prison , _ in freedom _ , he though...  \n",
              "5991                             “ he asked himself , “  \n",
              "\n",
              "[5992 rows x 3 columns]"
            ]
          },
          "execution_count": 33,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "events = get_event_sentences(tokens)\n",
        "events"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 66,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "['examination', 'published', 'arrested', 'met', 'accused', 'condemned', 'taken',\n",
            " 'says', 'commuted', 'mad', 'untied', 'arrest', 'attacks', 'fits', 'allowed',\n",
            " 'started', 'speech', 'unveiling', 'demonstrations', 'died', 'followed', 'came',\n",
            " 'lodged', 'walked', 'feeling', 'given', 'coming', 'aware', 'fears', 'thought',\n",
            " 'smile', 'heat', 'completed', 'expression', 'confessed', 'dragged', 'shouted',\n",
            " 'drove', 'bawling', 'pointing', 'stopped', 'clutched', 'overtaken', 'muttered',\n",
            " 'counted', 'tantalising', 'look', 'monologues', 'jeered', 'regard', 'dream',\n",
            " 'excitement', 'tremor', 'went', 'going', 'glad', 'slipped', 'asking',\n",
            " 'reached', 'progress', 'barred', 'moving', 'rang', 'tinkle', 'overstrained',\n",
            " 'opened', 'eyed', 'glittering', 'seeing', 'bolder', 'stepped', 'facing',\n",
            " 'looking', 'flapping', 'coughed', 'groaned', 'gleam', 'haste', 'mutter', 'bow',\n",
            " 'remembering', 'said', 'inquiring', 'continued', 'disconcerted', 'surprised',\n",
            " 'mistrust', 'paused', 'letting', 'pass', 'lighted', 'setting', 'flashed',\n",
            " 'glance', 'scanned', 'trying', 'burning', 'drew', 'cried', 'say', 'lent',\n",
            " 'asked', 'admonishes', 'studying', 'beating', 'come', 'beat', 'ask', 'set',\n",
            " 'began', 'waiting', 'laughter', 'declared', 'hearing', 'sniggering', 'sold',\n",
            " 'coughing', 'spitting', 'read', 'addressed', 'leaving', 'danced', 'dance',\n",
            " 'presented', 'showed', 'took', 'blows', 'married', 'ran', 'gave', 'trouble',\n",
            " 'paid', 'speaks', 'tears', 'throws', 'left', 'death', 'thrown', 'honoured',\n",
            " 'offered', 'Weeping', 'sobbing', 'wringing', 'lost', 'obtained', 'end',\n",
            " 'address', 'stamping', 'reviling', 'walking', 'heard', 'speaking', 'jeer',\n",
            " 'crying', 'saw', 'get', 'put', 'go', 'laid', 'picked', 'lay', 'kissing',\n",
            " 'asleep', 'drunk', 'sounds', 'voice', 'singing', 'noise', 'talkative',\n",
            " 'recollection', 'reflected', 'listened', 'broke', 'tried', 'twitch',\n",
            " 'controlled', 'bewildered', 'sensation', 'vexed', 'feel', 'passed', 'dreams',\n",
            " 'stole', 'forgotten', 'exchanged', 'bought', 'looked', 'drinking', 'sought',\n",
            " 'tasted', 'wanting', 'meant', 'leaned', 'overcome', 'dismay', 'fury', 'seized',\n",
            " 'seconded', 'efforts', 'crawling', 'called', 'shaken', 'striking', 'woke',\n",
            " 'cry', 'losing', 'trembling', 'screaming', 'rushed', 'shaking', 'screamed',\n",
            " 'pointed', 'hastening', 'peering', 'laughing', 'thrust', 'diverted', 'outcry',\n",
            " 'pushing', 'ordering', 'abuse', 'changed', 'reflecting', 'dismissed', 'wave',\n",
            " 'laughed', 'brought', 'begun', 'upon', 'sat', 'chatting', 'scowled',\n",
            " 'grinding', 'added', 'answered', 'pause', 'amused', 'quivering', 'ill',\n",
            " 'articulate', 'mentioned', 'agreed', 'doubts', 'thinking', 'settled', 'press',\n",
            " 'told', 'tell', 'improved', 'calculated', 'see', 'agreement', 'embrace',\n",
            " 'pray', 'kisses', 'apologise', 'observes', 'bitterness', 'intense', 'pursuing',\n",
            " 'ideas', 'understood', 'writes', 'question', 'start', 'felt', 'menacing',\n",
            " 'hammering', 'searching', 'wanted', 'adventure', 'absorbed', 'attention',\n",
            " 'Looking', 'noticed', 'crossed', 'sight', 'riveted', 'intently', 'desire',\n",
            " 'waving', 'flung', 'stumbling', 'staggering', 'overtook', 'reaching',\n",
            " 'dropped', 'let', 'sink', 'closed', 'lifting', 'found', 'biding', 'longing',\n",
            " 'clenching', 'spluttering', 'scowling', 'astonishment', 'raised', 'noticing',\n",
            " 'catching', 'addressing', 'taking', 'turned', 'bent', 'examine', 'worked',\n",
            " 'deceived', 'sank', 'carried', 'remember', 'meaning', 'preparing', 'flog',\n",
            " 'clambered', 'jokes', 'got', 'hauled', 'cracking', 'getting', 'tugged',\n",
            " 'struggled', 'gasping', 'shrinking', 'showered', 'redoubled', 'rage',\n",
            " 'thrashed', 'tore', 'tugging', 'falling', 'roar', 'covered', 'roused',\n",
            " 'shower', 'kicking', 'smiling', 'snatched', 'joined', 'song', 'jingling',\n",
            " 'whistling', 'whipped', 'choking', 'streaming', 'cut', 'Wringing', 'gasp',\n",
            " 'threw', 'hold', 'effort', 'brandished', 'swinging', 'blow', 'sound', 'thud',\n",
            " 'voices', 'swung', 'fell', 'lurched', 'attacking', 'stooped', 'dealt',\n",
            " 'staggered', 'leapt', 'dying', 'stretched', 'breath', 'brandishing', 'stood',\n",
            " 'shouting', 'made', 'bleeding', 'kissed', 'jumped', 'flew', 'frenzy',\n",
            " 'running', 'sobbed', 'words', 'shrieks', 'panting', 'choked', 'waked',\n",
            " 'soaked', 'perspiration', 'sitting', 'breaths', 'broken', 'confusion',\n",
            " 'rested', 'amazement', 'phenomenon', 'assure', 'joking', 'bit', 'talking',\n",
            " 'speechifying', 'arguing', 'struck', 'run', 'cursing', 'fumbling',\n",
            " 'conclusions', 'decided', 'conclusion', 'preparation', 'calculations',\n",
            " 'glanced', 'hanging', 'Seeing', 'stared', 'passing', 'overwhelmed',\n",
            " 'hesitating', 'revolting', 'shining', 'caught', 'approached', 'dashed',\n",
            " 'pulled', 'grin', 'curse', 'Glancing', 'considering', 'conviction',\n",
            " 'interested', 'walks', 'reality', 'dismiss', 'driven', 'screening', 'drive',\n",
            " 'flash', 'hear', 'quarrelling', 'pressing', 'ascending', 'listening', 'torn',\n",
            " 'gone', 'floated', 'silence', 'wondered', 'throbbed', 'ringing', 'touch',\n",
            " 'rustle', 'moved', 'Recalling', 'unfastened', 'mistake', 'Fearing', 'hoping',\n",
            " 'advanced', 'shook', 'held', 'fancied', 'recovered', 'restored',\n",
            " 'articulating', 'failing', 'answer', 'sounded', 'scanning', 'weighing',\n",
            " 'Trying', 'untie', 'turning', 'unbuttoned', 'freed', 'holding', 'numb',\n",
            " 'wooden', 'afraid', 'giddiness', 'returned', 'fastened', 'raising', 'gushed',\n",
            " 'fall', 'visit', 'remembered', 'fit', 'shudder', 'tempted', 'smiled', 'idea',\n",
            " 'occurred', 'Leaving', 'lifted', 'Bending', 'examining', 'smearing',\n",
            " 'mistakes', 'realised', 'fitted', 'unlocked', 'wipe', 'turn', 'filling',\n",
            " 'steps', 'moan', 'squatting', 'gazing', 'backing', 'staring', 'twitched',\n",
            " 'scared', 'snatching', 'mastery', 'murder', 'longed', 'forgot', 'bethought',\n",
            " 'washing', 'washed', 'rubbing', 'wiped', 'hung', 'wetted', 'rubbed', 'shock',\n",
            " 'terror', 'gazed', 'waited', 'rung', 'seen', 'scolding', 'separated',\n",
            " 'humming', 'tune', 'step', 'footsteps', 'suspect', 'mounting', 'breathing',\n",
            " 'Coming', 'succeeded', 'slipping', 'closing', 'fixed', 'helped', 'crouched',\n",
            " 'divided', 'panted', 'squeezing', 'tinkled', 'speak', 'bawled', 'enraged',\n",
            " 'approaching', 'pulling', 'astonished', 'touched', 'touching', 'puffing',\n",
            " 'ready', 'knocking', 'restless', 'deserting', 'hurrying', 'thumping', 'shout',\n",
            " 'shriek', 'distinguished', 'painted', 'whisked', 'hidden', 'finding', 'pace',\n",
            " 'weakened', 'conscious', 'alarmed', 'recollected', 'putting', 'covering',\n",
            " 'forgetfulness', 'dazed', 'cries', 'leaped', 'chill', 'fever', 'sleep',\n",
            " 'shivering', 'chattered', 'wondering', 'fallen', 'mistrusting', 'search',\n",
            " 'clinging', 'fling', 'stuffing', 'shuddered', 'horror', 'whispered',\n",
            " 'drowsiness', 'delirium', 'consciousness', 'pounced', 'repeated', 'torture',\n",
            " 'clouded', 'sigh', 'relief', 'poked', 'gathered', 'haunted', 'impulse',\n",
            " 'banging', 'pain', 'retorted', 'rose', 'unlatched', 'announced', 'observed',\n",
            " 'waking', 'grasped', 'giggle', 'reading', 'summons', 'bewilderment',\n",
            " 'flinging', 'dressing', 'loathing', 'shuddering', 'despair', 'swam', 'ached',\n",
            " 'mused', 'summoned', 'declaration', 'demanded', 'complaint', 'summon',\n",
            " 'warned', 'telling', 'playing', 'hitting', 'hit', 'slaps', 'squealing', 'pay',\n",
            " 'scandal', 'eaten', 'aroused', 'fuming', 'protest', 'agree', 'promised',\n",
            " 'promise', 'crossing', 'saying', 'signing', 'buried', 'fawned', 'worrying',\n",
            " 'fretting', 'encourage', 'proves', 'translating', 'pays', 'marked', 'warrant',\n",
            " 'trudging', 'give', 'examined', 'feeding', 'talked', 'request', 'sent',\n",
            " 'received', 'decamped', 'angry', 'resolved', 'inquiries', 'acquaintance',\n",
            " 'fright', 'hid', 'planned', 'cherishing', 'assured', 'lie', 'turns', 'demand',\n",
            " 'insisted', 'presenting', 'chatter', 'cross', 'eager', 'fumbled', 'rummaging',\n",
            " 'gulped', 'quenching', 'shiver', 'thoughts', 'disconnected', 'nestled',\n",
            " 'wrapped', 'replaced', 'sighed', 'uncertain', 'pondered', 'untying', 'fitting',\n",
            " 'offended', 'exhibited', 'waved', 'resistance', 'frowning', 'watching',\n",
            " 'watched', 'blurted', 'murmured', 'interrupted', 'silent', 'bringing',\n",
            " 'leaning', 'exclaiming', 'stopping', 'affectation', 'deliberation',\n",
            " 'scrutinised', 'rising', 'shifting', 'Reflecting', 'softened', 'emphasising',\n",
            " 'movement', 'checked', 'mumbled', 'nodding', 'yawn', 'opening', 'arouse',\n",
            " 'wonder', 'suspicion', 'alarm', 'articulated', 'pronounced', 'reply',\n",
            " 'faltered', 'chosen', 'squeezed', 'Reaching', 'yawned', 'cheerful',\n",
            " 'introduced', 'cleared', 'shrugged', 'vexation', 'treated', 'hardened',\n",
            " 'breaking', 'replied', 'hastened', 'interpose', 'glancing', 'affronted',\n",
            " 'concluded', 'conversation', 'interposed', 'twitching', 'delight', 'insulting',\n",
            " 'fixing', 'pale', 'signs', 'insult', 'lingered', 'latched', 'undid', 'tied',\n",
            " 'fear', 'calm', 'movements', 'hoped', 'dressed', 'change', 'blowing', 'drank',\n",
            " 'energy', 'gleamed', 'walk', 'accompanying', 'sang', 'note', 'startled',\n",
            " 'christened', 'accident', 'combustion', 'fire', 'winked', 'talk', 'scuffling',\n",
            " 'declare', 'depose', 'fainted', 'trembled', 'hurry', 'crash', 'counting',\n",
            " 'finished', 'saved', 'gripped', 'seek', 'parting', 'weaker', 'flush',\n",
            " 'gathering', 'flashing', 'darkening', 'swooning', 'parted', 'swallowed',\n",
            " 'drowning', 'current', 'inflated', 'crowded', 'sneezing', 'wiping', 'wailed',\n",
            " 'disgusted', 'depression', 'apathy', 'whisper', 'prompting', 'working',\n",
            " 'perplexed', 'find', 'hesitation', 'mounted', 'papering', 'annoyed', 'rolling',\n",
            " 'folded', 'satisfaction', 'jerked', 'driving', 'worse', '...', 'ball',\n",
            " 'blessing', 'thanked', 'expressions', 'worn', 'Put', 'beg', 'laugh', 'warn',\n",
            " 'robbed', 'drying', 'spoke', 'sending', 'exclamations', 'discussion',\n",
            " 'delighted', 'affected', 'brightened', 'thrashing', 'fainting', 'smell',\n",
            " 'frightened', 'convulsions', 'convinced', 'want', 'seizing', 'dislocated',\n",
            " 'bend', 'consolations', 'revealed', 'emotion', 'gesture', 'wept', 'quarrel',\n",
            " 'reporting', 'perplexity', 'suspense', 'swear', 'beseech', 'bring', 'fetch',\n",
            " 'pour', 'argument', 'entreat', 'homage', 'forget', 'fetching', 'strum',\n",
            " 'perspired', 'admitting', 'nonsense', 'described', 'fetched', 'locked', 'up',\n",
            " 'astounded', 'killed', 'marriage', 'rejoiced', 'announcing', 'decision',\n",
            " 'inform', 'meeting', 'venture', 'add', 'affront', 'explanation', 'wish',\n",
            " 'anticipation', 'meet', 'write', 'assumption', 'leave', 'confirmed', 'belief',\n",
            " 'testimony', 'funeral', 'expressing', 'refusing', 'ordered', 'dozed',\n",
            " 'dreamed', 'bruised', 'referring', 'realise', 'exaggerated', 'rushing',\n",
            " 'delayed', 'wandering', 'chanced', 'observation', 'spattered', 'helping',\n",
            " 'carry', 'wrote', 'die', 'stroke', 'perceptible', 'anguish', 'clutching',\n",
            " 'bows', 'nodded', 'protested', 'blushing', 'glances', 'dreamy', 'biting',\n",
            " 'flushed', 'anxiety', 'handing', 'embarrassed', 'animation', 'resolution',\n",
            " 'awaiting', 'surprise', 'confused', 'protesting', 'declaring', 'sorry',\n",
            " 'retreat', 'pang', 'stop', 'entrance', 'shown', 'motioned', 'falteringly',\n",
            " 'stammered', 'ceased', 'glowed', 'screwed', 'embarrassment', 'keeping',\n",
            " 'bowed', 'flutter', 'following', 'curtsy', 'discomfort', 'brightness',\n",
            " 'introducing', 'written', 'pawned', 'quaking', 'lodge', 'altered',\n",
            " 'mentioning', 'apologising', 'flies', 'wriggling', 'think', 'proved',\n",
            " 'begging', 'sniffed', 'informed', 'troubling', 'prize', 'confess', 'expecting',\n",
            " 'unconscious', 'delirious', 'sick', 'sensible', 'disturbing', 'wink',\n",
            " 'foresaw', 'questions', 'persuaded', 'congratulate', 'analysed', 'regret',\n",
            " 'suggested', 'suggestion', 'admit', 'hinted', 'maintain', 'acknowledge',\n",
            " 'take', 'painting', 'carrying', 'muddled', 'condescended', 'reckoning',\n",
            " 'relish', 'sprang', 'jest', 'starving', 'reason', 'calling', 'aimed',\n",
            " 'proposed', 'pretending', 'cherish', 'hope', 'arrived', 'persecuted',\n",
            " 'anticipating', 'assume', 'proposing', 'show', 'repeat', 'bathing', 'wrung',\n",
            " 'bored', 'act', 'action', 'fancy', 'lounging', 'deteriorated', 'prison',\n",
            " 'bargained', 'united', 'bore', 'invited', 'journey', 'comes', 'out', 'tired',\n",
            " 'dinner', 'smoking', 'burial', 'defending', 'interrupting', 'arriving',\n",
            " 'quarrelled', 'learned', 'offer', 'fancying', 'persecuting', 'attentions',\n",
            " 'begged', 'upset', 'cursed', 'pleasure', 'departure', 'discovering', 'hushed',\n",
            " 'observe', 'grudged', 'hanged', 'perceive', 'proposition', 'disregarded',\n",
            " 'insistance', 'intend', 'insulted', 'misrepresenting', 'expressed', 'accusing',\n",
            " 'relied', 'enlarged', 'impression', 'alluded', 'sit', 'appeal', 'tone',\n",
            " 'remark', 'bound', 'deny', 'led', 'delivered', 'offers', 'refused', 'planning',\n",
            " 'scuttling', 'knelt', 'weeping', 'burst', 'wretched', 'reminded', 'admired',\n",
            " 'grieved', 'sad', 'making', 'service', 'controlling', 'troubled', 'groaning',\n",
            " 'cometh', 'thank', 'spoken', 'abandoned', 'chose', 'receiving', 'tickled',\n",
            " 'bold', 'reassured', 'surrendered', 'lied', 'asks', 'dined', 'throw', 'rush',\n",
            " 'tells', 'imposed', 'dejection', 'imagining', 'acquitted', 'learnt', 'invite',\n",
            " 'Prompting', 'mocking', 'orders', 'sinned', 'wronged', 'worried', 'skipping',\n",
            " 'punching', 'questioning', 'scolded', 'rid', 'blunder', 'preparations',\n",
            " 'pushed', 'blamed', 'rejoice', 'developing', 'debate', 'explaining',\n",
            " 'expounding', 'referred', 'ascertain', 'feels', 'instructions', 'alluding',\n",
            " 'forgive', 'clasped', 'pierced', 'call', 'noted', 'return', 'count', 'entered',\n",
            " 'statement', 'describe', 'handed', 'instalment', 'accompanied', 'intending',\n",
            " 'disappeared', 'allude', 'accusation', 'present', 'donation', 'commiserating',\n",
            " 'witness', 'oath', 'raving', 'kept', 'thanking', 'wants', 'engaged',\n",
            " 'insinuating', 'Irritated', 'rude', 'rupture', 'unmasked', 'advise', 'eating',\n",
            " 'triumph', 'embracing', 'murdered', 'guessed', 'clasping', 'insistence',\n",
            " 'agony', 'wail', 'jumping', 'shine', 'amazed', 'ecstasy', 'supplication',\n",
            " 'pondering', 'knocked', 'appeared', 'perturbed', 'hurried', 'fading',\n",
            " 'wandered', 'oppress', 'foretaste', 'irritation', 'coaxed', 'appealed',\n",
            " 'curious', 'frying', 'rapping', 'clapping', 'sing', 'cough', 'shed', 'furious',\n",
            " 'hiding', 'beseeching', 'flow', 'forcing', 'effect', 'pranks', 'wailing',\n",
            " 'stumbled', 'bending', 'pressed', 'stained', 'implored', 'plan', 'adopted',\n",
            " 'flowing', 'appearance', 'regained', 'supporting', 'suffering', 'recognised',\n",
            " 'rattle', 'ejaculated', 'excited', 'shrieking', 'scream', 'regaining',\n",
            " 'unconsciousness', 'skipped', 'withdrew', 'phrases', 'believed', 'uneasiness',\n",
            " 'Walking', 'arrangement', 'dropping', 'kneeling', 'prayed', 'blessed',\n",
            " 'interpreted', 'solitary', 'reduced', 'panic', 'ate', 'warmth', 'throbbing',\n",
            " 'descended', 'realising', 'renewed', 'struggle', 'produced', 'tickling', 'owe',\n",
            " 'interview', 'explain', 'misunderstanding', 'attracted', 'rumours', 'pitch',\n",
            " 'happened', 'reproducing', 'mistiness', 'vibrating', 'mist', 'here',\n",
            " 'searched', 'discussing', 'arranged', 'bowled', 'failed', 'agitation',\n",
            " 'influencing', 'recantation', 'stooping', 'tormented', 'owning', 'hovering',\n",
            " 'exhausted', 'boom', 'aback', 'scrutinising', 'pretended', 'click', 'chorus',\n",
            " 'sung', 'rhymes', 'poured', 'trailed', 'impatience', 'persisted', 'parried',\n",
            " 'oppressed', 'irritated', 'mockery', 'restrained', 'sipped', 'wetting',\n",
            " 'preoccupied', 'sneering', 'suspicious', 'satisfied', 'judgment', 'signalling',\n",
            " 'Unlocking', 'laying', 'gasped', 'sprinkled', 'glowing', 'rave', 'cocked',\n",
            " 'frantic', 'measuring', 'kindle', 'shot', 'bullet', 'grazed', 'still',\n",
            " 'stream', 'lowered', 'weight', 'deliverance', 'gaze', 'smeared', 'drawn',\n",
            " 'entertained', 'fight', 'missed', 'clap', 'thunder', 'rain', 'flashes',\n",
            " 'lightning', 'Drenched', 'giving', 'tea', 'soaking', 'prepared', 'blushed',\n",
            " 'admitted', 'perturbation', 'surmise', 'wheeled', 'wedding', 'patted',\n",
            " 'inquiry', 'anger', 'concluding', 'whispering', 'roaring', 'wind', 'cold',\n",
            " 'disillusioned', 'murmur', 'upbraiding', 'shaded', 'peeped', 'smiting',\n",
            " 'reproached', 'returning', 'feverish', 'wrapping', 'burnt', 'scratching',\n",
            " 'reverie', 'disliked', 'blew', 'recalled', 'recommended', 'rousing', 'ground',\n",
            " 'image', 'shooting', 'dozing', 'disinclined', 'Shaking', 'zigzags', 'darted',\n",
            " 'leap', 'dart', 'howling', 'draught', 'craving', 'dwelling', 'air',\n",
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            " 'howled', 'lashed', 'stung', 'drops', 'resounded', 'ticking', 'shut',\n",
            " 'animated', 'guess', 'way', 'undressing', 'undressed', 'musing', 'annoyance',\n",
            " 'sleeping', 'warm', 'quivered', 'shattered', 'overslept', 'Feeling', 'Reading',\n",
            " 'pursuit', 'picturing', 'bigger', 'conflict', 'speechless', 'faltering', 'joy',\n",
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            " 'uttered', 'promises', 'ashamed', 'dark', 'comfort', 'confession', 'impatient',\n",
            " 'tortured', 'sure', 'sign', 'stirred', 'doubt', 'dawned', 'chanted',\n",
            " 'overwhelming', 'remarks', 'glimpse', 'knew', 'mount', 'collect', 'imagined',\n",
            " 'settling', 'seating', 'dining', 'listlessness', 'stifling', 'reeled',\n",
            " 'barking', 'stricken', 'grinned', 'crime', 'explained', 'ended', 'indicating',\n",
            " 'deduction', 'discovered', 'rescued', 'investigated', 'derangement', 'hinting',\n",
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            " 'swore', 'lectures', 'melancholy', 'anxious', 'injured', 'rescuing', 'prepare',\n",
            " 'fuss', 'visits', 'criticised']\n"
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        "pprint(list(events[\"event_word\"].unique()), compact=True)"
      ]
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            "array(['He knows , ” Forgive my troubling you about such trifles , ” the things are only worth five roubles , but I prize them particularly for the sake of those from whom they came to me , and I must confess that I was alarmed when I heard ... ” That ’s why you were so much struck when I mentioned to Zossimov that Porfiry was inquiring for everyone who had pledges ! ”',\n",
            "       'How did he strike you ? ” I must confess I do n’t quite understand him .',\n",
            "       'And although I can not , I confess , in principle sympathise with private charity , for it not only fails to eradicate the evil but even promotes it , yet I must admit that I saw your action with pleasure -- yes , yes , I like it . ” That ’s all nonsense , ”',\n",
            "       'We ’ll speak of children later , but now as to the question of honour , I confess that ’s my weak point .',\n",
            "       'To the question what led him to confess , he answered that it was his heartfelt repentance .'],\n",
            "      dtype=object)\n"
          ]
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      "source": [
        "pprint(events[events[\"event_word\"] == \"confess\"][\"sentence\"].values)"
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