4_POSTagging.ipynb

{
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  "metadata": {
    "colab": {
      "name": "4_POSTagging",
      "provenance": [],
      "collapsed_sections": [
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        "iM2ij9Dpii2Q",
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        "Pa_Wbzp_jANL",
        "WiSYoR98jSX7",
        "bz-GbNx_jjOG",
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      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/VeereshShringari/FreeML/blob/master/4_POSTagging.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8GFxAYl0h0lr",
        "colab_type": "text"
      },
      "source": [
        "### Custom POS tagger\n",
        "\n",
        "1. http://www.nltk.org/book/ch05.html\n",
        "2. https://nlpforhackers.io/training-pos-tagger/"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dkwb2PGfhpw9",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import nltk\n",
        "from nltk import word_tokenize, pos_tag\n",
        "#snowball tagger works for the 8 languages it is part of NLTK"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "oLzOUtBhiLL4",
        "colab_type": "code",
        "outputId": "3b8b11fb-93e4-43c2-9252-5d119c34bb2a",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 68
        }
      },
      "source": [
        "nltk.download('treebank')"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[nltk_data] Downloading package treebank to /root/nltk_data...\n",
            "[nltk_data]   Unzipping corpora/treebank.zip.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "True"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 2
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "moa7qR2YiEqO",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "tagged_sentences = nltk.corpus.treebank.tagged_sents()"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hlDydFdViH_2",
        "colab_type": "code",
        "outputId": "eafaf31d-a2f9-4481-d720-d514ebc048f3",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "len(tagged_sentences)\n"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "3914"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "P0Co0exBiO7w",
        "colab_type": "code",
        "outputId": "3abe1a37-eb9c-493e-e6f7-04b99dc7e77d",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 474
        }
      },
      "source": [
        "tagged_sentences[5]"
      ],
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[('Lorillard', 'NNP'),\n",
              " ('Inc.', 'NNP'),\n",
              " (',', ','),\n",
              " ('the', 'DT'),\n",
              " ('unit', 'NN'),\n",
              " ('of', 'IN'),\n",
              " ('New', 'JJ'),\n",
              " ('York-based', 'JJ'),\n",
              " ('Loews', 'NNP'),\n",
              " ('Corp.', 'NNP'),\n",
              " ('that', 'WDT'),\n",
              " ('*T*-2', '-NONE-'),\n",
              " ('makes', 'VBZ'),\n",
              " ('Kent', 'NNP'),\n",
              " ('cigarettes', 'NNS'),\n",
              " (',', ','),\n",
              " ('stopped', 'VBD'),\n",
              " ('using', 'VBG'),\n",
              " ('crocidolite', 'NN'),\n",
              " ('in', 'IN'),\n",
              " ('its', 'PRP$'),\n",
              " ('Micronite', 'NN'),\n",
              " ('cigarette', 'NN'),\n",
              " ('filters', 'NNS'),\n",
              " ('in', 'IN'),\n",
              " ('1956', 'CD'),\n",
              " ('.', '.')]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "iM2ij9Dpii2Q",
        "colab_type": "text"
      },
      "source": [
        "### Custom Functions"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "sYR3nNTiiRGG",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "# Feature Creation\n",
        "def features(sentence, index):\n",
        "    \"\"\" sentence: [w1, w2, ...], index: the index of the word \"\"\"\n",
        "    return {\n",
        "        'word': sentence[index],\n",
        "        'is_first': index == 0,\n",
        "        'is_last': index == len(sentence) - 1,\n",
        "        'is_capitalized': sentence[index][0].upper() == sentence[index][0],\n",
        "        'is_all_caps': sentence[index].upper() == sentence[index],\n",
        "        'is_all_lower': sentence[index].lower() == sentence[index],\n",
        "        'prefix-1': sentence[index][0],\n",
        "        'prefix-2': sentence[index][:2],\n",
        "        'prefix-3': sentence[index][:3],\n",
        "        'suffix-1': sentence[index][-1],\n",
        "        'suffix-2': sentence[index][-2:],\n",
        "        'suffix-3': sentence[index][-3:],\n",
        "        'prev_word': '' if index == 0 else sentence[index - 1],\n",
        "        'next_word': '' if index == len(sentence) - 1 else sentence[index + 1],\n",
        "        'has_hyphen': '-' in sentence[index],\n",
        "        'is_numeric': sentence[index].isdigit(),\n",
        "        'capitals_inside': sentence[index][1:].lower() != sentence[index][1:]\n",
        "    }\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "99xN0pr7io4-",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def untag(tagged_sentence):\n",
        "    return [w for w, t in tagged_sentence]"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "eoCJ2InMi4AD",
        "colab_type": "text"
      },
      "source": [
        "### Train Test Split & Data Prep"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Cbdwa6HqisAG",
        "colab_type": "code",
        "outputId": "8ccc6aa7-8e68-4302-b9ec-48cc6719224c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 51
        }
      },
      "source": [
        "# Split the dataset for training and testing\n",
        "cutoff = int(.75 * len(tagged_sentences))\n",
        "training_sentences = tagged_sentences[:cutoff]\n",
        "test_sentences = tagged_sentences[cutoff:]\n",
        " \n",
        "print(len(training_sentences))   # 2935\n",
        "print(len(test_sentences))         # 979"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "2935\n",
            "979\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ftSYvvi7iuuN",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def transform_to_dataset(tagged_sentences):\n",
        "    X, y = [], []\n",
        " \n",
        "    for tagged in tagged_sentences:\n",
        "        for index in range(len(tagged)):\n",
        "            X.append(features(untag(tagged), index))\n",
        "            y.append(tagged[index][1])\n",
        "    return X, y\n",
        " \n",
        "X, y = transform_to_dataset(training_sentences)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ag-3RVXr_LE6",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "e682ecad-ac1d-4153-a0fb-67c4be888ac7"
      },
      "source": [
        "X\n"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[{'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Vinken',\n",
              "  'prefix-1': 'P',\n",
              "  'prefix-2': 'Pi',\n",
              "  'prefix-3': 'Pie',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 're',\n",
              "  'suffix-3': 'rre',\n",
              "  'word': 'Pierre'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'V',\n",
              "  'prefix-2': 'Vi',\n",
              "  'prefix-3': 'Vin',\n",
              "  'prev_word': 'Pierre',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'en',\n",
              "  'suffix-3': 'ken',\n",
              "  'word': 'Vinken'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '61',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'Vinken',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': 'years',\n",
              "  'prefix-1': '6',\n",
              "  'prefix-2': '61',\n",
              "  'prefix-3': '61',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '61',\n",
              "  'suffix-3': '61',\n",
              "  'word': '61'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'old',\n",
              "  'prefix-1': 'y',\n",
              "  'prefix-2': 'ye',\n",
              "  'prefix-3': 'yea',\n",
              "  'prev_word': '61',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ars',\n",
              "  'word': 'years'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'ol',\n",
              "  'prefix-3': 'old',\n",
              "  'prev_word': 'years',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ld',\n",
              "  'suffix-3': 'old',\n",
              "  'word': 'old'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'will',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'old',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'join',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wi',\n",
              "  'prefix-3': 'wil',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'll',\n",
              "  'suffix-3': 'ill',\n",
              "  'word': 'will'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'j',\n",
              "  'prefix-2': 'jo',\n",
              "  'prefix-3': 'joi',\n",
              "  'prev_word': 'will',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'oin',\n",
              "  'word': 'join'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'board',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'join',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'as',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'bo',\n",
              "  'prefix-3': 'boa',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'rd',\n",
              "  'suffix-3': 'ard',\n",
              "  'word': 'board'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'as',\n",
              "  'prev_word': 'board',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'as',\n",
              "  'suffix-3': 'as',\n",
              "  'word': 'as'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'nonexecutive',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'as',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'director',\n",
              "  'prefix-1': 'n',\n",
              "  'prefix-2': 'no',\n",
              "  'prefix-3': 'non',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 've',\n",
              "  'suffix-3': 'ive',\n",
              "  'word': 'nonexecutive'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Nov.',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'di',\n",
              "  'prefix-3': 'dir',\n",
              "  'prev_word': 'nonexecutive',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'or',\n",
              "  'suffix-3': 'tor',\n",
              "  'word': 'director'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '29',\n",
              "  'prefix-1': 'N',\n",
              "  'prefix-2': 'No',\n",
              "  'prefix-3': 'Nov',\n",
              "  'prev_word': 'director',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': 'v.',\n",
              "  'suffix-3': 'ov.',\n",
              "  'word': 'Nov.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': '2',\n",
              "  'prefix-2': '29',\n",
              "  'prefix-3': '29',\n",
              "  'prev_word': 'Nov.',\n",
              "  'suffix-1': '9',\n",
              "  'suffix-2': '29',\n",
              "  'suffix-3': '29',\n",
              "  'word': '29'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': '29',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'next_word': 'Vinken',\n",
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              "  'next_word': 'chairman',\n",
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              "  'next_word': 'Elsevier',\n",
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              "  'next_word': 'N.V.',\n",
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              "  'next_word': 'Dutch',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'director',\n",
              "  'prefix-1': 'n',\n",
              "  'prefix-2': 'no',\n",
              "  'prefix-3': 'non',\n",
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              "  'suffix-2': 've',\n",
              "  'suffix-3': 'ive',\n",
              "  'word': 'nonexecutive'},\n",
              " {'capitals_inside': False,\n",
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              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
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              "  'next_word': 'of',\n",
              "  'prefix-1': 'd',\n",
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              " {'capitals_inside': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'British',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'industrial',\n",
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              "  'prefix-2': 'Br',\n",
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              "  'next_word': 'conglomerate',\n",
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              " {'capitals_inside': False,\n",
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              "  'next_word': '.',\n",
              "  'prefix-1': 'c',\n",
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              "  'suffix-3': 'ate',\n",
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              " {'capitals_inside': False,\n",
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              "  'next_word': 'form',\n",
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              "  'next_word': 'of',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'asbestos',\n",
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              "  'next_word': 'once',\n",
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              "  'next_word': 'used',\n",
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              "  'next_word': '*',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'make',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Kent',\n",
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              "  'prefix-1': 'K',\n",
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              "  'word': 'Kent'},\n",
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              "  'is_all_lower': True,\n",
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              "  'next_word': 'filters',\n",
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              "  'word': 'cigarette'},\n",
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              "  'next_word': 'has',\n",
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              "  'next_word': 'caused',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'high',\n",
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              "  'next_word': 'percentage',\n",
              "  'prefix-1': 'h',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
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              "  'word': 'percentage'},\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'cancer',\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'deaths',\n",
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              "  'word': 'cancer'},\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'among',\n",
              "  'prefix-1': 'd',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'group',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'g',\n",
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              "  'suffix-2': 'up',\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'workers',\n",
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              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'group',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'exposed',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wo',\n",
              "  'prefix-3': 'wor',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
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              "  'is_all_lower': True,\n",
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              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'it',\n",
              "  'prefix-1': 't',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'more',\n",
              "  'prefix-1': 'i',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'than',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mo',\n",
              "  'prefix-3': 'mor',\n",
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              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ore',\n",
              "  'word': 'more'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '30',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tha',\n",
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              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'han',\n",
              "  'word': 'than'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': 'years',\n",
              "  'prefix-1': '3',\n",
              "  'prefix-2': '30',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'ago',\n",
              "  'prefix-1': 'y',\n",
              "  'prefix-2': 'ye',\n",
              "  'prefix-3': 'yea',\n",
              "  'prev_word': '30',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ars',\n",
              "  'word': 'years'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_capitalized': False,\n",
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              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'a',\n",
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              "  'suffix-3': 'ago',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'researchers',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'reported',\n",
              "  'prefix-1': 'r',\n",
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              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
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              "  'is_all_lower': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '0',\n",
              "  'prefix-1': 'r',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
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              "  'is_all_lower': True,\n",
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              "  'is_numeric': True,\n",
              "  'next_word': '*T*-1',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': '*',\n",
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              "  'suffix-3': '*-1',\n",
              "  'word': '*T*-1'},\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
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              "  'prefix-2': '.',\n",
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              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'asbestos',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '',\n",
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              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'The',\n",
              "  'word': 'The'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'fiber',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'asb',\n",
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              "  'suffix-1': 's',\n",
              "  'suffix-2': 'os',\n",
              "  'suffix-3': 'tos',\n",
              "  'word': 'asbestos'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fib',\n",
              "  'prev_word': 'asbestos',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'ber',\n",
              "  'word': 'fiber'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'crocidolite',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'fiber',\n",
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              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'cr',\n",
              "  'prefix-3': 'cro',\n",
              "  'prev_word': ',',\n",
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              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ite',\n",
              "  'word': 'crocidolite'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'is',\n",
              "  'prefix-1': ',',\n",
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              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'unusually',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'is',\n",
              "  'prefix-3': 'is',\n",
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              "  'suffix-2': 'is',\n",
              "  'suffix-3': 'is',\n",
              "  'word': 'is'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'resilient',\n",
              "  'prefix-1': 'u',\n",
              "  'prefix-2': 'un',\n",
              "  'prefix-3': 'unu',\n",
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              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'lly',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'once',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'res',\n",
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              "  'suffix-1': 't',\n",
              "  'suffix-2': 'nt',\n",
              "  'suffix-3': 'ent',\n",
              "  'word': 'resilient'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'it',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'on',\n",
              "  'prefix-3': 'onc',\n",
              "  'prev_word': 'resilient',\n",
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              "  'suffix-2': 'ce',\n",
              "  'suffix-3': 'nce',\n",
              "  'word': 'once'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'enters',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'it',\n",
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              "  'suffix-1': 't',\n",
              "  'suffix-2': 'it',\n",
              "  'suffix-3': 'it',\n",
              "  'word': 'it'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'en',\n",
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              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'enters'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'lungs',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'enters',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'lu',\n",
              "  'prefix-3': 'lun',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'gs',\n",
              "  'suffix-3': 'ngs',\n",
              "  'word': 'lungs'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'with',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
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              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'even',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wi',\n",
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              "  'prev_word': '*T*-2',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'kes',\n",
              "  'word': 'makes'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'cigarettes',\n",
              "  'prefix-1': 'K',\n",
              "  'prefix-2': 'Ke',\n",
              "  'prefix-3': 'Ken',\n",
              "  'prev_word': 'makes',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'nt',\n",
              "  'suffix-3': 'ent',\n",
              "  'word': 'Kent'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ci',\n",
              "  'prefix-3': 'cig',\n",
              "  'prev_word': 'Kent',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'tes',\n",
              "  'word': 'cigarettes'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'stopped',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'cigarettes',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'using',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'st',\n",
              "  'prefix-3': 'sto',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ped',\n",
              "  'word': 'stopped'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'crocidolite',\n",
              "  'prefix-1': 'u',\n",
              "  'prefix-2': 'us',\n",
              "  'prefix-3': 'usi',\n",
              "  'prev_word': 'stopped',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'using'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'cr',\n",
              "  'prefix-3': 'cro',\n",
              "  'prev_word': 'using',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ite',\n",
              "  'word': 'crocidolite'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'its',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
              "  'prev_word': 'crocidolite',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Micronite',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'it',\n",
              "  'prefix-3': 'its',\n",
              "  'prev_word': 'in',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ts',\n",
              "  'suffix-3': 'its',\n",
              "  'word': 'its'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'cigarette',\n",
              "  'prefix-1': 'M',\n",
              "  'prefix-2': 'Mi',\n",
              "  'prefix-3': 'Mic',\n",
              "  'prev_word': 'its',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ite',\n",
              "  'word': 'Micronite'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'filters',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ci',\n",
              "  'prefix-3': 'cig',\n",
              "  'prev_word': 'Micronite',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'tte',\n",
              "  'word': 'cigarette'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fil',\n",
              "  'prev_word': 'cigarette',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'filters'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '1956',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
              "  'prev_word': 'filters',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': '1',\n",
              "  'prefix-2': '19',\n",
              "  'prefix-3': '195',\n",
              "  'prev_word': 'in',\n",
              "  'suffix-1': '6',\n",
              "  'suffix-2': '56',\n",
              "  'suffix-3': '956',\n",
              "  'word': '1956'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': '1956',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'preliminary',\n",
              "  'prefix-1': 'A',\n",
              "  'prefix-2': 'Al',\n",
              "  'prefix-3': 'Alt',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'h',\n",
              "  'suffix-2': 'gh',\n",
              "  'suffix-3': 'ugh',\n",
              "  'word': 'Although'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'findings',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pr',\n",
              "  'prefix-3': 'pre',\n",
              "  'prev_word': 'Although',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ry',\n",
              "  'suffix-3': 'ary',\n",
              "  'word': 'preliminary'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'were',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fin',\n",
              "  'prev_word': 'preliminary',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'gs',\n",
              "  'suffix-3': 'ngs',\n",
              "  'word': 'findings'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'reported',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'we',\n",
              "  'prefix-3': 'wer',\n",
              "  'prev_word': 'findings',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ere',\n",
              "  'word': 'were'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-2',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'rep',\n",
              "  'prev_word': 'were',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
              "  'word': 'reported'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'more',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-2',\n",
              "  'prev_word': 'reported',\n",
              "  'suffix-1': '2',\n",
              "  'suffix-2': '-2',\n",
              "  'suffix-3': '*-2',\n",
              "  'word': '*-2'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'than',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mo',\n",
              "  'prefix-3': 'mor',\n",
              "  'prev_word': '*-2',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ore',\n",
              "  'word': 'more'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tha',\n",
              "  'prev_word': 'more',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'han',\n",
              "  'word': 'than'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'year',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'than',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'ago',\n",
              "  'prefix-1': 'y',\n",
              "  'prefix-2': 'ye',\n",
              "  'prefix-3': 'yea',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'ar',\n",
              "  'suffix-3': 'ear',\n",
              "  'word': 'year'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ag',\n",
              "  'prefix-3': 'ago',\n",
              "  'prev_word': 'year',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'go',\n",
              "  'suffix-3': 'ago',\n",
              "  'word': 'ago'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'ago',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'latest',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'results',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'la',\n",
              "  'prefix-3': 'lat',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'st',\n",
              "  'suffix-3': 'est',\n",
              "  'word': 'latest'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'appear',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'res',\n",
              "  'prev_word': 'latest',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ts',\n",
              "  'suffix-3': 'lts',\n",
              "  'word': 'results'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ap',\n",
              "  'prefix-3': 'app',\n",
              "  'prev_word': 'results',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'ar',\n",
              "  'suffix-3': 'ear',\n",
              "  'word': 'appear'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'today',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
              "  'prev_word': 'appear',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"'s\",\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'tod',\n",
              "  'prev_word': 'in',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ay',\n",
              "  'suffix-3': 'day',\n",
              "  'word': 'today'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'New',\n",
              "  'prefix-1': \"'\",\n",
              "  'prefix-2': \"'s\",\n",
              "  'prefix-3': \"'s\",\n",
              "  'prev_word': 'today',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': \"'s\",\n",
              "  'suffix-3': \"'s\",\n",
              "  'word': \"'s\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'England',\n",
              "  'prefix-1': 'N',\n",
              "  'prefix-2': 'Ne',\n",
              "  'prefix-3': 'New',\n",
              "  'prev_word': \"'s\",\n",
              "  'suffix-1': 'w',\n",
              "  'suffix-2': 'ew',\n",
              "  'suffix-3': 'New',\n",
              "  'word': 'New'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Journal',\n",
              "  'prefix-1': 'E',\n",
              "  'prefix-2': 'En',\n",
              "  'prefix-3': 'Eng',\n",
              "  'prev_word': 'New',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'and',\n",
              "  'word': 'England'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'J',\n",
              "  'prefix-2': 'Jo',\n",
              "  'prefix-3': 'Jou',\n",
              "  'prev_word': 'England',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'al',\n",
              "  'suffix-3': 'nal',\n",
              "  'word': 'Journal'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Medicine',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'Journal',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'M',\n",
              "  'prefix-2': 'Me',\n",
              "  'prefix-3': 'Med',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ne',\n",
              "  'suffix-3': 'ine',\n",
              "  'word': 'Medicine'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
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              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'forum',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
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              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'likely',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fo',\n",
              "  'prefix-3': 'for',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'm',\n",
              "  'suffix-2': 'um',\n",
              "  'suffix-3': 'rum',\n",
              "  'word': 'forum'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'li',\n",
              "  'prefix-3': 'lik',\n",
              "  'prev_word': 'forum',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'ely',\n",
              "  'word': 'likely'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
              "  'prev_word': 'likely',\n",
              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'bring',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': '*',\n",
              "  'suffix-1': 'o',\n",
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              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'new',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'br',\n",
              "  'prefix-3': 'bri',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'bring'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'attention',\n",
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              "  'word': 'new'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'at',\n",
              "  'prefix-3': 'att',\n",
              "  'prev_word': 'new',\n",
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              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'ion',\n",
              "  'word': 'attention'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': 'attention',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'problem',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'to',\n",
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              "  'suffix-2': 'he',\n",
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              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pr',\n",
              "  'prefix-3': 'pro',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 'm',\n",
              "  'suffix-2': 'em',\n",
              "  'suffix-3': 'lem',\n",
              "  'word': 'problem'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'problem',\n",
              "  'suffix-1': '.',\n",
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              "  'suffix-3': '.',\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Lorillard',\n",
              "  'prefix-1': 'A',\n",
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              "  'prefix-3': 'A',\n",
              "  'prev_word': '',\n",
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              "  'word': 'A'},\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'spokewoman',\n",
              "  'prefix-1': 'L',\n",
              "  'prefix-2': 'Lo',\n",
              "  'prefix-3': 'Lor',\n",
              "  'prev_word': 'A',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'rd',\n",
              "  'suffix-3': 'ard',\n",
              "  'word': 'Lorillard'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'said',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sp',\n",
              "  'prefix-3': 'spo',\n",
              "  'prev_word': 'Lorillard',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'man',\n",
              "  'word': 'spokewoman'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 's',\n",
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              "  'prev_word': 'spokewoman',\n",
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              "  'suffix-2': 'id',\n",
              "  'suffix-3': 'aid',\n",
              "  'word': 'said'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '``',\n",
              "  'prefix-1': ',',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'This',\n",
              "  'prefix-1': '`',\n",
              "  'prefix-2': '``',\n",
              "  'prefix-3': '``',\n",
              "  'prev_word': ',',\n",
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              "  'suffix-2': '``',\n",
              "  'suffix-3': '``',\n",
              "  'word': '``'},\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'is',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'Thi',\n",
              "  'prev_word': '``',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'is',\n",
              "  'suffix-3': 'his',\n",
              "  'word': 'This'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'an',\n",
              "  'prefix-1': 'i',\n",
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              "  'prefix-3': 'is',\n",
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              "  'suffix-2': 'is',\n",
              "  'suffix-3': 'is',\n",
              "  'word': 'is'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'old',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'an',\n",
              "  'prefix-3': 'an',\n",
              "  'prev_word': 'is',\n",
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              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'an',\n",
              "  'word': 'an'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'story',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'ol',\n",
              "  'prefix-3': 'old',\n",
              "  'prev_word': 'an',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ld',\n",
              "  'suffix-3': 'old',\n",
              "  'word': 'old'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'st',\n",
              "  'prefix-3': 'sto',\n",
              "  'prev_word': 'old',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ry',\n",
              "  'suffix-3': 'ory',\n",
              "  'word': 'story'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'story',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"'re\",\n",
              "  'prefix-1': 'W',\n",
              "  'prefix-2': 'We',\n",
              "  'prefix-3': 'We',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'We',\n",
              "  'suffix-3': 'We',\n",
              "  'word': 'We'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
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              "  'suffix-3': 'cts',\n",
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              "  'is_last': False,\n",
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              "  'is_numeric': False,\n",
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              "  'next_word': 'smokers',\n",
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              "  'next_word': 'Kent',\n",
              "  'prefix-1': 't',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'cigarettes',\n",
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              "  'prefix-2': 'Ke',\n",
              "  'prefix-3': 'Ken',\n",
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              "  'next_word': '.',\n",
              "  'prefix-1': 'c',\n",
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              "  'suffix-3': 'tes',\n",
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              "  'next_word': 'We',\n",
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              "  'next_word': 'have',\n",
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              "  'prev_word': '``',\n",
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              "  'next_word': 'no',\n",
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              "  'prefix-2': 'ha',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'useful',\n",
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              "  'prefix-2': 'no',\n",
              "  'prefix-3': 'no',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'next_word': 'information',\n",
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              "  'prev_word': 'no',\n",
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              "  'suffix-3': 'ful',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'on',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'inf',\n",
              "  'prev_word': 'useful',\n",
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              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'ion',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'whether',\n",
              "  'prefix-1': 'o',\n",
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              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'users',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wh',\n",
              "  'prefix-3': 'whe',\n",
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              "  'suffix-2': 'er',\n",
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              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'are',\n",
              "  'prefix-1': 'u',\n",
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              "  'next_word': 'at',\n",
              "  'prefix-1': 'a',\n",
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              "  'prefix-3': 'are',\n",
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              "  'suffix-2': 're',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'risk',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'at',\n",
              "  'prefix-3': 'at',\n",
              "  'prev_word': 'are',\n",
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              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 'ri',\n",
              "  'prefix-3': 'ris',\n",
              "  'prev_word': 'at',\n",
              "  'suffix-1': 'k',\n",
              "  'suffix-2': 'sk',\n",
              "  'suffix-3': 'isk',\n",
              "  'word': 'risk'},\n",
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              "  'has_hyphen': False,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"''\",\n",
              "  'prefix-1': ',',\n",
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              "  'prefix-3': ',',\n",
              "  'prev_word': 'risk',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'said',\n",
              "  'prefix-1': \"'\",\n",
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              "  'prefix-3': \"''\",\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': \"'\",\n",
              "  'suffix-2': \"''\",\n",
              "  'suffix-3': \"''\",\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*T*-1',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sa',\n",
              "  'prefix-3': 'sai',\n",
              "  'prev_word': \"''\",\n",
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              "  'suffix-2': 'id',\n",
              "  'suffix-3': 'aid',\n",
              "  'word': 'said'},\n",
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              "  'has_hyphen': True,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'James',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
              "  'prev_word': 'said',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'A.',\n",
              "  'prefix-1': 'J',\n",
              "  'prefix-2': 'Ja',\n",
              "  'prefix-3': 'Jam',\n",
              "  'prev_word': '*T*-1',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'mes',\n",
              "  'word': 'James'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Talcott',\n",
              "  'prefix-1': 'A',\n",
              "  'prefix-2': 'A.',\n",
              "  'prefix-3': 'A.',\n",
              "  'prev_word': 'James',\n",
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              "  'suffix-2': 'A.',\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
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              "  'prefix-2': 'Ta',\n",
              "  'prefix-3': 'Tal',\n",
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              "  'word': 'Talcott'},\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Boston',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': \"'s\",\n",
              "  'prefix-1': 'B',\n",
              "  'prefix-2': 'Bo',\n",
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              "  'prev_word': 'of',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Dana-Farber',\n",
              "  'prefix-1': \"'\",\n",
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              "  'prev_word': 'Boston',\n",
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              " {'capitals_inside': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Cancer',\n",
              "  'prefix-1': 'D',\n",
              "  'prefix-2': 'Da',\n",
              "  'prefix-3': 'Dan',\n",
              "  'prev_word': \"'s\",\n",
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              "  'suffix-3': 'ber',\n",
              "  'word': 'Dana-Farber'},\n",
              " {'capitals_inside': False,\n",
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              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Institute',\n",
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              "  'next_word': '.',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Talcott',\n",
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              "  'prev_word': '',\n",
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              "  'suffix-3': 'Dr.',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'led',\n",
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              "  'next_word': 'a',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'team',\n",
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              "  'next_word': 'researchers',\n",
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              "  'next_word': 'National',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Cancer',\n",
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              "  'prefix-3': 'Nat',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'al',\n",
              "  'suffix-3': 'nal',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'next_word': 'Institute',\n",
              "  'prefix-1': 'C',\n",
              "  'prefix-2': 'Ca',\n",
              "  'prefix-3': 'Can',\n",
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              "  'next_word': 'Harvard',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'University',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Lorillard',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'The',\n",
              "  'word': 'The'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'spokeswoman',\n",
              "  'prefix-1': 'L',\n",
              "  'prefix-2': 'Lo',\n",
              "  'prefix-3': 'Lor',\n",
              "  'prev_word': 'The',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'rd',\n",
              "  'suffix-3': 'ard',\n",
              "  'word': 'Lorillard'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'said',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sp',\n",
              "  'prefix-3': 'spo',\n",
              "  'prev_word': 'Lorillard',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'man',\n",
              "  'word': 'spokeswoman'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '0',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sa',\n",
              "  'prefix-3': 'sai',\n",
              "  'prev_word': 'spokeswoman',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'id',\n",
              "  'suffix-3': 'aid',\n",
              "  'word': 'said'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': 'asbestos',\n",
              "  'prefix-1': '0',\n",
              "  'prefix-2': '0',\n",
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              "  'prev_word': 'said',\n",
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              "  'suffix-2': '0',\n",
              "  'suffix-3': '0',\n",
              "  'word': '0'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'was',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'asb',\n",
              "  'prev_word': '0',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'os',\n",
              "  'suffix-3': 'tos',\n",
              "  'word': 'asbestos'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'used',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wa',\n",
              "  'prefix-3': 'was',\n",
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              "  'suffix-2': 'as',\n",
              "  'suffix-3': 'was',\n",
              "  'word': 'was'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-1',\n",
              "  'prefix-1': 'u',\n",
              "  'prefix-2': 'us',\n",
              "  'prefix-3': 'use',\n",
              "  'prev_word': 'was',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'sed',\n",
              "  'word': 'used'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-1',\n",
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              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '``',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
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              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'very',\n",
              "  'prefix-1': '`',\n",
              "  'prefix-2': '``',\n",
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              "  'suffix-2': '``',\n",
              "  'suffix-3': '``',\n",
              "  'word': '``'},\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'modest',\n",
              "  'prefix-1': 'v',\n",
              "  'prefix-2': 've',\n",
              "  'prefix-3': 'ver',\n",
              "  'prev_word': '``',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ry',\n",
              "  'suffix-3': 'ery',\n",
              "  'word': 'very'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'amounts',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mo',\n",
              "  'prefix-3': 'mod',\n",
              "  'prev_word': 'very',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'st',\n",
              "  'suffix-3': 'est',\n",
              "  'word': 'modest'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"''\",\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'am',\n",
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              "  'suffix-2': 'ts',\n",
              "  'suffix-3': 'nts',\n",
              "  'word': 'amounts'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': \"'\",\n",
              "  'prefix-2': \"''\",\n",
              "  'prefix-3': \"''\",\n",
              "  'prev_word': 'amounts',\n",
              "  'suffix-1': \"'\",\n",
              "  'suffix-2': \"''\",\n",
              "  'suffix-3': \"''\",\n",
              "  'word': \"''\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
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              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'making',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
              "  'prev_word': 'in',\n",
              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'paper',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'mak',\n",
              "  'prev_word': '*',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'making'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'for',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pa',\n",
              "  'prefix-3': 'pap',\n",
              "  'prev_word': 'making',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'per',\n",
              "  'word': 'paper'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fo',\n",
              "  'prefix-3': 'for',\n",
              "  'prev_word': 'paper',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'or',\n",
              "  'suffix-3': 'for',\n",
              "  'word': 'for'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'filters',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'for',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fil',\n",
              "  'prev_word': 'the',\n",
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              "  'suffix-3': 'ers',\n",
              "  'word': 'filters'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
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              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'early',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
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              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '1950s',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ea',\n",
              "  'prefix-3': 'ear',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'rly',\n",
              "  'word': 'early'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'and',\n",
              "  'prefix-1': '1',\n",
              "  'prefix-2': '19',\n",
              "  'prefix-3': '195',\n",
              "  'prev_word': 'early',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': '0s',\n",
              "  'suffix-3': '50s',\n",
              "  'word': '1950s'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'replaced',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'an',\n",
              "  'prefix-3': 'and',\n",
              "  'prev_word': '1950s',\n",
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              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'and',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-1',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'rep',\n",
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              "  'word': 'replaced'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'with',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-1',\n",
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              "  'suffix-3': '*-1',\n",
              "  'word': '*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wi',\n",
              "  'prefix-3': 'wit',\n",
              "  'prev_word': '*-1',\n",
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              "  'suffix-2': 'th',\n",
              "  'suffix-3': 'ith',\n",
              "  'word': 'with'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'different',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
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              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'type',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'di',\n",
              "  'prefix-3': 'dif',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'nt',\n",
              "  'suffix-3': 'ent',\n",
              "  'word': 'different'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'ty',\n",
              "  'prefix-3': 'typ',\n",
              "  'prev_word': 'different',\n",
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              "  'next_word': 'with',\n",
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              "  'next_word': 'the',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'substance',\n",
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              "  'prefix-2': 'th',\n",
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              "  'is_numeric': True,\n",
              "  'next_word': '*ICH*-1',\n",
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              "  'next_word': 'have',\n",
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              "  'is_numeric': False,\n",
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              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'diagnosed',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'rec',\n",
              "  'prev_word': 'with',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'tly',\n",
              "  'word': 'recently'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'cancer',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'di',\n",
              "  'prefix-3': 'dia',\n",
              "  'prev_word': 'recently',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'sed',\n",
              "  'word': 'diagnosed'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ca',\n",
              "  'prefix-3': 'can',\n",
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              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'cer',\n",
              "  'word': 'cancer'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'cancer',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'total',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'The',\n",
              "  'word': 'The'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'tot',\n",
              "  'prev_word': 'The',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'al',\n",
              "  'suffix-3': 'tal',\n",
              "  'word': 'total'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '18',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'total',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': 'deaths',\n",
              "  'prefix-1': '1',\n",
              "  'prefix-2': '18',\n",
              "  'prefix-3': '18',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': '8',\n",
              "  'suffix-2': '18',\n",
              "  'suffix-3': '18',\n",
              "  'word': '18'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'from',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'de',\n",
              "  'prefix-3': 'dea',\n",
              "  'prev_word': '18',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'hs',\n",
              "  'suffix-3': 'ths',\n",
              "  'word': 'deaths'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'malignant',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fr',\n",
              "  'prefix-3': 'fro',\n",
              "  'prev_word': 'deaths',\n",
              "  'suffix-1': 'm',\n",
              "  'suffix-2': 'om',\n",
              "  'suffix-3': 'rom',\n",
              "  'word': 'from'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'mesothelioma',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'mal',\n",
              "  'prev_word': 'from',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'nt',\n",
              "  'suffix-3': 'ant',\n",
              "  'word': 'malignant'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'me',\n",
              "  'prefix-3': 'mes',\n",
              "  'prev_word': 'malignant',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'ma',\n",
              "  'suffix-3': 'oma',\n",
              "  'word': 'mesothelioma'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'lung',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'mesothelioma',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'cancer',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'lu',\n",
              "  'prefix-3': 'lun',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ung',\n",
              "  'word': 'lung'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'and',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ca',\n",
              "  'prefix-3': 'can',\n",
              "  'prev_word': 'lung',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'cer',\n",
              "  'word': 'cancer'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'asbestosis',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'an',\n",
              "  'prefix-3': 'and',\n",
              "  'prev_word': 'cancer',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'and',\n",
              "  'word': 'and'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'was',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'asb',\n",
              "  'prev_word': 'and',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'is',\n",
              "  'suffix-3': 'sis',\n",
              "  'word': 'asbestosis'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'far',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wa',\n",
              "  'prefix-3': 'was',\n",
              "  'prev_word': 'asbestosis',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'as',\n",
              "  'suffix-3': 'was',\n",
              "  'word': 'was'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'higher',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fa',\n",
              "  'prefix-3': 'far',\n",
              "  'prev_word': 'was',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'ar',\n",
              "  'suffix-3': 'far',\n",
              "  'word': 'far'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'than',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'hi',\n",
              "  'prefix-3': 'hig',\n",
              "  'prev_word': 'far',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'her',\n",
              "  'word': 'higher'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tha',\n",
              "  'prev_word': 'higher',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'han',\n",
              "  'word': 'than'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'expected',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
              "  'prev_word': 'than',\n",
              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*?*',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ex',\n",
              "  'prefix-3': 'exp',\n",
              "  'prev_word': '*',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
              "  'word': 'expected'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*?',\n",
              "  'prefix-3': '*?*',\n",
              "  'prev_word': 'expected',\n",
              "  'suffix-1': '*',\n",
              "  'suffix-2': '?*',\n",
              "  'suffix-3': '*?*',\n",
              "  'word': '*?*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': '*?*',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'researchers',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'said',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'res',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'researchers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '0',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sa',\n",
              "  'prefix-3': 'sai',\n",
              "  'prev_word': 'researchers',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'id',\n",
              "  'suffix-3': 'aid',\n",
              "  'word': 'said'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': '*T*-1',\n",
              "  'prefix-1': '0',\n",
              "  'prefix-2': '0',\n",
              "  'prefix-3': '0',\n",
              "  'prev_word': 'said',\n",
              "  'suffix-1': '0',\n",
              "  'suffix-2': '0',\n",
              "  'suffix-3': '0',\n",
              "  'word': '0'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
              "  'prev_word': '0',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*T*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': '*T*-1',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'The',\n",
              "  'prefix-1': '`',\n",
              "  'prefix-2': '``',\n",
              "  'prefix-3': '``',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': '`',\n",
              "  'suffix-2': '``',\n",
              "  'suffix-3': '``',\n",
              "  'word': '``'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'morbidity',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '``',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'The',\n",
              "  'word': 'The'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'rate',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mo',\n",
              "  'prefix-3': 'mor',\n",
              "  'prev_word': 'The',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ty',\n",
              "  'suffix-3': 'ity',\n",
              "  'word': 'morbidity'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'is',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 'ra',\n",
              "  'prefix-3': 'rat',\n",
              "  'prev_word': 'morbidity',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ate',\n",
              "  'word': 'rate'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'is',\n",
              "  'prefix-3': 'is',\n",
              "  'prev_word': 'rate',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'is',\n",
              "  'suffix-3': 'is',\n",
              "  'word': 'is'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'striking',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'is',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'finding',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'st',\n",
              "  'prefix-3': 'str',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'striking'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'among',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fin',\n",
              "  'prev_word': 'striking',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'finding'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'those',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'am',\n",
              "  'prefix-3': 'amo',\n",
              "  'prev_word': 'finding',\n",
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              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ong',\n",
              "  'word': 'among'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tho',\n",
              "  'prev_word': 'among',\n",
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              "  'suffix-2': 'se',\n",
              "  'suffix-3': 'ose',\n",
              "  'word': 'those'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'us',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'those',\n",
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              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'who',\n",
              "  'prefix-1': 'u',\n",
              "  'prefix-2': 'us',\n",
              "  'prefix-3': 'us',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'us',\n",
              "  'suffix-3': 'us',\n",
              "  'word': 'us'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*T*-5',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wh',\n",
              "  'prefix-3': 'who',\n",
              "  'prev_word': 'us',\n",
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              "  'word': 'who'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
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              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'study',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
              "  'prev_word': 'who',\n",
              "  'suffix-1': '5',\n",
              "  'suffix-2': '-5',\n",
              "  'suffix-3': '*-5',\n",
              "  'word': '*T*-5'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'asbestos-related',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'st',\n",
              "  'prefix-3': 'stu',\n",
              "  'prev_word': '*T*-5',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'dy',\n",
              "  'suffix-3': 'udy',\n",
              "  'word': 'study'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'diseases',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'asb',\n",
              "  'prev_word': 'study',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
              "  'word': 'asbestos-related'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'di',\n",
              "  'prefix-3': 'dis',\n",
              "  'prev_word': 'asbestos-related',\n",
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              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'ses',\n",
              "  'word': 'diseases'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"''\",\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'diseases',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'said',\n",
              "  'prefix-1': \"'\",\n",
              "  'prefix-2': \"''\",\n",
              "  'prefix-3': \"''\",\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': \"'\",\n",
              "  'suffix-2': \"''\",\n",
              "  'suffix-3': \"''\",\n",
              "  'word': \"''\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '*T*-1',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sa',\n",
              "  'prefix-3': 'sai',\n",
              "  'prev_word': \"''\",\n",
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              "  'suffix-2': 'id',\n",
              "  'suffix-3': 'aid',\n",
              "  'word': 'said'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Dr.',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
              "  'prev_word': 'said',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*T*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Talcott',\n",
              "  'prefix-1': 'D',\n",
              "  'prefix-2': 'Dr',\n",
              "  'prefix-3': 'Dr.',\n",
              "  'prev_word': '*T*-1',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': 'r.',\n",
              "  'suffix-3': 'Dr.',\n",
              "  'word': 'Dr.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Ta',\n",
              "  'prefix-3': 'Tal',\n",
              "  'prev_word': 'Dr.',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'tt',\n",
              "  'suffix-3': 'ott',\n",
              "  'word': 'Talcott'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
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              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'percentage',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'The',\n",
              "  'word': 'The'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pe',\n",
              "  'prefix-3': 'per',\n",
              "  'prev_word': 'The',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ge',\n",
              "  'suffix-3': 'age',\n",
              "  'word': 'percentage'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'lung',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'percentage',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'cancer',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'lu',\n",
              "  'prefix-3': 'lun',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ung',\n",
              "  'word': 'lung'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'deaths',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ca',\n",
              "  'prefix-3': 'can',\n",
              "  'prev_word': 'lung',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'cer',\n",
              "  'word': 'cancer'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'among',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'de',\n",
              "  'prefix-3': 'dea',\n",
              "  'prev_word': 'cancer',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'hs',\n",
              "  'suffix-3': 'ths',\n",
              "  'word': 'deaths'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'am',\n",
              "  'prefix-3': 'amo',\n",
              "  'prev_word': 'deaths',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ong',\n",
              "  'word': 'among'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'workers',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'among',\n",
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              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'at',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wo',\n",
              "  'prefix-3': 'wor',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'workers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'at',\n",
              "  'prefix-3': 'at',\n",
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              " {'capitals_inside': False,\n",
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              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'West',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
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              "  'suffix-2': 'he',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Groton',\n",
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              "  'prefix-2': 'We',\n",
              "  'prefix-3': 'Wes',\n",
              "  'prev_word': 'the',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_capitalized': True,\n",
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              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'G',\n",
              "  'prefix-2': 'Gr',\n",
              "  'prefix-3': 'Gro',\n",
              "  'prev_word': 'West',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'ton',\n",
              "  'word': 'Groton'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'Mass.',\n",
              "  'prefix-1': ',',\n",
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              " {'capitals_inside': False,\n",
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              "  'is_capitalized': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'M',\n",
              "  'prefix-2': 'Ma',\n",
              "  'prefix-3': 'Mas',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': 's.',\n",
              "  'suffix-3': 'ss.',\n",
              "  'word': 'Mass.'},\n",
              " {'capitals_inside': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'paper',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
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              "  'is_capitalized': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'factory',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pa',\n",
              "  'prefix-3': 'pap',\n",
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              "  'suffix-2': 'er',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'appears',\n",
              "  'prefix-1': 'f',\n",
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              "  'prev_word': 'paper',\n",
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              "  'suffix-3': 'ory',\n",
              "  'word': 'factory'},\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
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              "  'next_word': '*-1',\n",
              "  'prefix-1': 'a',\n",
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              "  'suffix-3': 'ars',\n",
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              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'be',\n",
              "  'prefix-1': 't',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
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              "  'word': 'be'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'highest',\n",
              "  'prefix-1': 't',\n",
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              "  'prefix-3': 'the',\n",
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              "  'suffix-2': 'he',\n",
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              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'for',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'hi',\n",
              "  'prefix-3': 'hig',\n",
              "  'prev_word': 'the',\n",
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              "  'word': 'highest'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'any',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fo',\n",
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              "  'prev_word': 'highest',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'or',\n",
              "  'suffix-3': 'for',\n",
              "  'word': 'for'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'asbestos',\n",
              "  'prefix-1': 'a',\n",
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              "  'prefix-3': 'any',\n",
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              "  'suffix-2': 'ny',\n",
              "  'suffix-3': 'any',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'workers',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'asb',\n",
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              "  'suffix-2': 'os',\n",
              "  'suffix-3': 'tos',\n",
              "  'word': 'asbestos'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'studied',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wo',\n",
              "  'prefix-3': 'wor',\n",
              "  'prev_word': 'asbestos',\n",
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              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'workers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'st',\n",
              "  'prefix-3': 'stu',\n",
              "  'prev_word': 'workers',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ied',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
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              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Western',\n",
              "  'prefix-1': 'i',\n",
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              "  'prefix-3': 'in',\n",
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              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'industrialized',\n",
              "  'prefix-1': 'W',\n",
              "  'prefix-2': 'We',\n",
              "  'prefix-3': 'Wes',\n",
              "  'prev_word': 'in',\n",
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              "  'suffix-3': 'ern',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'countries',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'ind',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'zed',\n",
              "  'word': 'industrialized'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_capitalized': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'cou',\n",
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              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'ies',\n",
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              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'he',\n",
              "  'prefix-1': ',',\n",
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              "  'suffix-2': ',',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'said',\n",
              "  'prefix-1': 'h',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '0',\n",
              "  'prefix-1': 's',\n",
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              "  'next_word': '*T*-2',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
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              "  'is_numeric': False,\n",
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              "  'has_hyphen': False,\n",
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              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'plant',\n",
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              "  'suffix-2': 'he',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pl',\n",
              "  'prefix-3': 'pla',\n",
              "  'prev_word': 'The',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'nt',\n",
              "  'suffix-3': 'ant',\n",
              "  'word': 'plant'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'which',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'plant',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*T*-1',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wh',\n",
              "  'prefix-3': 'whi',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'h',\n",
              "  'suffix-2': 'ch',\n",
              "  'suffix-3': 'ich',\n",
              "  'word': 'which'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'is',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
              "  'prev_word': 'which',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*T*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'owned',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'is',\n",
              "  'prefix-3': 'is',\n",
              "  'prev_word': '*T*-1',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'is',\n",
              "  'suffix-3': 'is',\n",
              "  'word': 'is'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-4',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'ow',\n",
              "  'prefix-3': 'own',\n",
              "  'prev_word': 'is',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ned',\n",
              "  'word': 'owned'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'by',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-4',\n",
              "  'prev_word': 'owned',\n",
              "  'suffix-1': '4',\n",
              "  'suffix-2': '-4',\n",
              "  'suffix-3': '*-4',\n",
              "  'word': '*-4'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Hollingsworth',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'by',\n",
              "  'prefix-3': 'by',\n",
              "  'prev_word': '*-4',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'by',\n",
              "  'suffix-3': 'by',\n",
              "  'word': 'by'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '&',\n",
              "  'prefix-1': 'H',\n",
              "  'prefix-2': 'Ho',\n",
              "  'prefix-3': 'Hol',\n",
              "  'prev_word': 'by',\n",
              "  'suffix-1': 'h',\n",
              "  'suffix-2': 'th',\n",
              "  'suffix-3': 'rth',\n",
              "  'word': 'Hollingsworth'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Vose',\n",
              "  'prefix-1': '&',\n",
              "  'prefix-2': '&',\n",
              "  'prefix-3': '&',\n",
              "  'prev_word': 'Hollingsworth',\n",
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              "  'suffix-2': '&',\n",
              "  'suffix-3': '&',\n",
              "  'word': '&'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Co.',\n",
              "  'prefix-1': 'V',\n",
              "  'prefix-2': 'Vo',\n",
              "  'prefix-3': 'Vos',\n",
              "  'prev_word': '&',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'se',\n",
              "  'suffix-3': 'ose',\n",
              "  'word': 'Vose'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'C',\n",
              "  'prefix-2': 'Co',\n",
              "  'prefix-3': 'Co.',\n",
              "  'prev_word': 'Vose',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': 'o.',\n",
              "  'suffix-3': 'Co.',\n",
              "  'word': 'Co.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'was',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
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              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'under',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wa',\n",
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              "  'suffix-2': 'as',\n",
              "  'suffix-3': 'was',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'contract',\n",
              "  'prefix-1': 'u',\n",
              "  'prefix-2': 'un',\n",
              "  'prefix-3': 'und',\n",
              "  'prev_word': 'was',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'der',\n",
              "  'word': 'under'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '*ICH*-2',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'con',\n",
              "  'prev_word': 'under',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'ct',\n",
              "  'suffix-3': 'act',\n",
              "  'word': 'contract'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'with',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*I',\n",
              "  'prefix-3': '*IC',\n",
              "  'prev_word': 'contract',\n",
              "  'suffix-1': '2',\n",
              "  'suffix-2': '-2',\n",
              "  'suffix-3': '*-2',\n",
              "  'word': '*ICH*-2'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Lorillard',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wi',\n",
              "  'prefix-3': 'wit',\n",
              "  'prev_word': '*ICH*-2',\n",
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              "  'suffix-2': 'th',\n",
              "  'suffix-3': 'ith',\n",
              "  'word': 'with'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': 'L',\n",
              "  'prefix-2': 'Lo',\n",
              "  'prefix-3': 'Lor',\n",
              "  'prev_word': 'with',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'rd',\n",
              "  'suffix-3': 'ard',\n",
              "  'word': 'Lorillard'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
              "  'prev_word': 'Lorillard',\n",
              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'make',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': '*',\n",
              "  'suffix-1': 'o',\n",
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              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'mak',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ke',\n",
              "  'suffix-3': 'ake',\n",
              "  'word': 'make'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'cigarette',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'make',\n",
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              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'filters',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ci',\n",
              "  'prefix-3': 'cig',\n",
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              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'tte',\n",
              "  'word': 'cigarette'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fil',\n",
              "  'prev_word': 'cigarette',\n",
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              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
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              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'finding',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'The',\n",
              "  'word': 'The'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'probably',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fin',\n",
              "  'prev_word': 'The',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'finding'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'will',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pr',\n",
              "  'prefix-3': 'pro',\n",
              "  'prev_word': 'finding',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'bly',\n",
              "  'word': 'probably'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'support',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wi',\n",
              "  'prefix-3': 'wil',\n",
              "  'prev_word': 'probably',\n",
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              "  'suffix-2': 'll',\n",
              "  'suffix-3': 'ill',\n",
              "  'word': 'will'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'those',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'su',\n",
              "  'prefix-3': 'sup',\n",
              "  'prev_word': 'will',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'rt',\n",
              "  'suffix-3': 'ort',\n",
              "  'word': 'support'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'who',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tho',\n",
              "  'prev_word': 'support',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'se',\n",
              "  'suffix-3': 'ose',\n",
              "  'word': 'those'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*T*-6',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wh',\n",
              "  'prefix-3': 'who',\n",
              "  'prev_word': 'those',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'ho',\n",
              "  'suffix-3': 'who',\n",
              "  'word': 'who'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'argue',\n",
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              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
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              "  'suffix-2': '-6',\n",
              "  'suffix-3': '*-6',\n",
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              "  'next_word': 'that',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'U.S.',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'should',\n",
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              "  'prefix-3': 'U.S',\n",
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              "  'suffix-2': 'S.',\n",
              "  'suffix-3': '.S.',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'regulate',\n",
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              "  'suffix-3': 'uld',\n",
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              "  'next_word': 'the',\n",
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              "  'suffix-3': 'ate',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'class',\n",
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              "  'suffix-2': 'he',\n",
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              "  'next_word': 'of',\n",
              "  'prefix-1': 'c',\n",
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              "  'prefix-3': 'cla',\n",
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              "  'suffix-3': 'ass',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'asbestos',\n",
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              "  'suffix-3': 'of',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'including',\n",
              "  'prefix-1': 'a',\n",
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              "  'suffix-3': 'tos',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'crocidolite',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'inc',\n",
              "  'prev_word': 'asbestos',\n",
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              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'more',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'cr',\n",
              "  'prefix-3': 'cro',\n",
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              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ite',\n",
              "  'word': 'crocidolite'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'stringently',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mo',\n",
              "  'prefix-3': 'mor',\n",
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              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ore',\n",
              "  'word': 'more'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'next_word': 'than',\n",
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              "  'prefix-2': 'st',\n",
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              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'tly',\n",
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              "  'next_word': 'the',\n",
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              "  'prefix-2': 'th',\n",
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              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'han',\n",
              "  'word': 'than'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'common',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
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              "  'suffix-2': 'he',\n",
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              "  'is_numeric': False,\n",
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              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
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              "  'suffix-3': 'mon',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'k',\n",
              "  'prefix-2': 'ki',\n",
              "  'prefix-3': 'kin',\n",
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              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'ind',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'asbestos',\n",
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              "  'suffix-3': 'of',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'asb',\n",
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              "  'suffix-2': 'os',\n",
              "  'suffix-3': 'tos',\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'chrysotile',\n",
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              "  'prefix-2': ',',\n",
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              "  'suffix-3': ',',\n",
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              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ch',\n",
              "  'prefix-3': 'chr',\n",
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              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'le',\n",
              "  'suffix-3': 'ile',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'found',\n",
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              "  'suffix-3': ',',\n",
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              "  'next_word': '*',\n",
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              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'und',\n",
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              "  'is_numeric': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'most',\n",
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              "  'is_all_caps': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
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              "  'prefix-1': 'm',\n",
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              "  'suffix-3': 'ost',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'and',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sc',\n",
              "  'prefix-3': 'sch',\n",
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              "  'suffix-2': 'ls',\n",
              "  'suffix-3': 'ols',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'other',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'buildings',\n",
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              "  'prefix-2': 'ot',\n",
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              "  'is_all_caps': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
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              "  'prefix-2': 'bu',\n",
              "  'prefix-3': 'bui',\n",
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              "  'suffix-2': 'gs',\n",
              "  'suffix-3': 'ngs',\n",
              "  'word': 'buildings'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
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              "  'is_first': False,\n",
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              "  'next_word': 'such',\n",
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              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'as',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'su',\n",
              "  'prefix-3': 'suc',\n",
              "  'prev_word': 'fibers',\n",
              "  'suffix-1': 'h',\n",
              "  'suffix-2': 'ch',\n",
              "  'suffix-3': 'uch',\n",
              "  'word': 'such'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'crocidolite',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'as',\n",
              "  'prev_word': 'such',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'as',\n",
              "  'suffix-3': 'as',\n",
              "  'word': 'as'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'that',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'cr',\n",
              "  'prefix-3': 'cro',\n",
              "  'prev_word': 'as',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ite',\n",
              "  'word': 'crocidolite'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*T*-1',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tha',\n",
              "  'prev_word': 'crocidolite',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'at',\n",
              "  'suffix-3': 'hat',\n",
              "  'word': 'that'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'are',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
              "  'prev_word': 'that',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*T*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'classified',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ar',\n",
              "  'prefix-3': 'are',\n",
              "  'prev_word': '*T*-1',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 're',\n",
              "  'suffix-3': 'are',\n",
              "  'word': 'are'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-5',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'cl',\n",
              "  'prefix-3': 'cla',\n",
              "  'prev_word': 'are',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ied',\n",
              "  'word': 'classified'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'as',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-5',\n",
              "  'prev_word': 'classified',\n",
              "  'suffix-1': '5',\n",
              "  'suffix-2': '-5',\n",
              "  'suffix-3': '*-5',\n",
              "  'word': '*-5'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'amphobiles',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'as',\n",
              "  'prev_word': '*-5',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'as',\n",
              "  'suffix-3': 'as',\n",
              "  'word': 'as'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'am',\n",
              "  'prefix-3': 'amp',\n",
              "  'prev_word': 'as',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'les',\n",
              "  'word': 'amphobiles'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'according',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'amphobiles',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ac',\n",
              "  'prefix-3': 'acc',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'according'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Brooke',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': 'according',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'to',\n",
              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'T.',\n",
              "  'prefix-1': 'B',\n",
              "  'prefix-2': 'Br',\n",
              "  'prefix-3': 'Bro',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ke',\n",
              "  'suffix-3': 'oke',\n",
              "  'word': 'Brooke'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Mossman',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'T.',\n",
              "  'prefix-3': 'T.',\n",
              "  'prev_word': 'Brooke',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': 'T.',\n",
              "  'suffix-3': 'T.',\n",
              "  'word': 'T.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'M',\n",
              "  'prefix-2': 'Mo',\n",
              "  'prefix-3': 'Mos',\n",
              "  'prev_word': 'T.',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'man',\n",
              "  'word': 'Mossman'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'Mossman',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'professor',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pr',\n",
              "  'prefix-3': 'pro',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'or',\n",
              "  'suffix-3': 'sor',\n",
              "  'word': 'professor'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'pathlogy',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'professor',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'at',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pa',\n",
              "  'prefix-3': 'pat',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'gy',\n",
              "  'suffix-3': 'ogy',\n",
              "  'word': 'pathlogy'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'at',\n",
              "  'prefix-3': 'at',\n",
              "  'prev_word': 'pathlogy',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'at',\n",
              "  'suffix-3': 'at',\n",
              "  'word': 'at'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'University',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'at',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'U',\n",
              "  'prefix-2': 'Un',\n",
              "  'prefix-3': 'Uni',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ty',\n",
              "  'suffix-3': 'ity',\n",
              "  'word': 'University'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Vermont',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'University',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'College',\n",
              "  'prefix-1': 'V',\n",
              "  'prefix-2': 'Ve',\n",
              "  'prefix-3': 'Ver',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'nt',\n",
              "  'suffix-3': 'ont',\n",
              "  'word': 'Vermont'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'C',\n",
              "  'prefix-2': 'Co',\n",
              "  'prefix-3': 'Col',\n",
              "  'prev_word': 'Vermont',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ge',\n",
              "  'suffix-3': 'ege',\n",
              "  'word': 'College'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Medicine',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'College',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'M',\n",
              "  'prefix-2': 'Me',\n",
              "  'prefix-3': 'Med',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ne',\n",
              "  'suffix-3': 'ine',\n",
              "  'word': 'Medicine'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'Medicine',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'common',\n",
              "  'prefix-1': 'M',\n",
              "  'prefix-2': 'Mo',\n",
              "  'prefix-3': 'Mor',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ore',\n",
              "  'word': 'More'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'chrysotile',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'com',\n",
              "  'prev_word': 'More',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'mon',\n",
              "  'word': 'common'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'fibers',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ch',\n",
              "  'prefix-3': 'chr',\n",
              "  'prev_word': 'common',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'le',\n",
              "  'suffix-3': 'ile',\n",
              "  'word': 'chrysotile'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'are',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fib',\n",
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              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'fibers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'curly',\n",
              "  'prefix-1': 'a',\n",
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              "  'prefix-3': 'are',\n",
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              "  'suffix-3': 'are',\n",
              "  'word': 'are'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'and',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'cu',\n",
              "  'prefix-3': 'cur',\n",
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              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'rly',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'are',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'an',\n",
              "  'prefix-3': 'and',\n",
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              "  'suffix-2': 'nd',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'more',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ar',\n",
              "  'prefix-3': 'are',\n",
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              "  'word': 'are'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'easily',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mo',\n",
              "  'prefix-3': 'mor',\n",
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              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ore',\n",
              "  'word': 'more'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'rejected',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ea',\n",
              "  'prefix-3': 'eas',\n",
              "  'prev_word': 'more',\n",
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              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'ily',\n",
              "  'word': 'easily'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-1',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'rej',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
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              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'by',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-1',\n",
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              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'by',\n",
              "  'prefix-3': 'by',\n",
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              "  'suffix-2': 'by',\n",
              "  'suffix-3': 'by',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'body',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
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              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'bo',\n",
              "  'prefix-3': 'bod',\n",
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              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'dy',\n",
              "  'suffix-3': 'ody',\n",
              "  'word': 'body'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Dr.',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
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              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Mossman',\n",
              "  'prefix-1': 'D',\n",
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              "  'prefix-3': 'Dr.',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': 'r.',\n",
              "  'suffix-3': 'Dr.',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'explained',\n",
              "  'prefix-1': 'M',\n",
              "  'prefix-2': 'Mo',\n",
              "  'prefix-3': 'Mos',\n",
              "  'prev_word': 'Dr.',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'man',\n",
              "  'word': 'Mossman'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '0',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ex',\n",
              "  'prefix-3': 'exp',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ned',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_numeric': True,\n",
              "  'next_word': '*T*-2',\n",
              "  'prefix-1': '0',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': '*',\n",
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              "  'suffix-1': '2',\n",
              "  'suffix-2': '-2',\n",
              "  'suffix-3': '*-2',\n",
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              "  'is_numeric': False,\n",
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              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
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              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'July',\n",
              "  'prefix-1': 'I',\n",
              "  'prefix-2': 'In',\n",
              "  'prefix-3': 'In',\n",
              "  'prev_word': '',\n",
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              "  'suffix-2': 'In',\n",
              "  'suffix-3': 'In',\n",
              "  'word': 'In'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'J',\n",
              "  'prefix-2': 'Ju',\n",
              "  'prefix-3': 'Jul',\n",
              "  'prev_word': 'In',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'uly',\n",
              "  'word': 'July'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': ',',\n",
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              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Environmental',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
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              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Protection',\n",
              "  'prefix-1': 'E',\n",
              "  'prefix-2': 'En',\n",
              "  'prefix-3': 'Env',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'al',\n",
              "  'suffix-3': 'tal',\n",
              "  'word': 'Environmental'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Agency',\n",
              "  'prefix-1': 'P',\n",
              "  'prefix-2': 'Pr',\n",
              "  'prefix-3': 'Pro',\n",
              "  'prev_word': 'Environmental',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'ion',\n",
              "  'word': 'Protection'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'imposed',\n",
              "  'prefix-1': 'A',\n",
              "  'prefix-2': 'Ag',\n",
              "  'prefix-3': 'Age',\n",
              "  'prev_word': 'Protection',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'cy',\n",
              "  'suffix-3': 'ncy',\n",
              "  'word': 'Agency'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'im',\n",
              "  'prefix-3': 'imp',\n",
              "  'prev_word': 'Agency',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'sed',\n",
              "  'word': 'imposed'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'gradual',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'imposed',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'ban',\n",
              "  'prefix-1': 'g',\n",
              "  'prefix-2': 'gr',\n",
              "  'prefix-3': 'gra',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'al',\n",
              "  'suffix-3': 'ual',\n",
              "  'word': 'gradual'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'on',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'ba',\n",
              "  'prefix-3': 'ban',\n",
              "  'prev_word': 'gradual',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'ban',\n",
              "  'word': 'ban'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'virtually',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'on',\n",
              "  'prefix-3': 'on',\n",
              "  'prev_word': 'ban',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'on',\n",
              "  'word': 'on'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'all',\n",
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              "  'prefix-2': 'vi',\n",
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              " {'capitals_inside': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'filters',\n",
              "  'prefix-1': 'K',\n",
              "  'prefix-2': 'Ke',\n",
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              "  'suffix-2': 'nt',\n",
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              "  'word': 'Kent'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'next_word': 'were',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'exposed',\n",
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              "  'next_word': '*-7',\n",
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              "  'next_word': 'to',\n",
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              "  'suffix-2': '-7',\n",
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              "  'word': '*-7'},\n",
              " {'capitals_inside': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'asbestos',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
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              "  'suffix-2': 'to',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
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              "  'suffix-3': 'tos',\n",
              "  'word': 'asbestos'},\n",
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              "  'is_all_lower': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
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              "  'prefix-2': 'in',\n",
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              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '1950s',\n",
              "  'prefix-1': 't',\n",
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              "  'next_word': '.',\n",
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              "  'suffix-3': '50s',\n",
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              "  'is_all_caps': True,\n",
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              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
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              "  'prefix-2': 'Ar',\n",
              "  'prefix-3': 'Are',\n",
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              "  'suffix-3': 'eas',\n",
              "  'word': 'Areas'},\n",
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              "  'next_word': 'the',\n",
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              "  'prefix-2': 'of',\n",
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              "  'next_word': 'factory',\n",
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              "  'suffix-2': 'he',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '*ICH*-2',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fa',\n",
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              "  'suffix-2': 'ry',\n",
              "  'suffix-3': 'ory',\n",
              "  'word': 'factory'},\n",
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              "  'has_hyphen': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'were',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*I',\n",
              "  'prefix-3': '*IC',\n",
              "  'prev_word': 'factory',\n",
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              "  'suffix-2': '-2',\n",
              "  'suffix-3': '*-2',\n",
              "  'word': '*ICH*-2'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'particularly',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'we',\n",
              "  'prefix-3': 'wer',\n",
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              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ere',\n",
              "  'word': 'were'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'dusty',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pa',\n",
              "  'prefix-3': 'par',\n",
              "  'prev_word': 'were',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'rly',\n",
              "  'word': 'particularly'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'where',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'du',\n",
              "  'prefix-3': 'dus',\n",
              "  'prev_word': 'particularly',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ty',\n",
              "  'suffix-3': 'sty',\n",
              "  'word': 'dusty'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wh',\n",
              "  'prefix-3': 'whe',\n",
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              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ere',\n",
              "  'word': 'where'},\n",
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              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'crocidolite',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'where',\n",
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              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
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              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'was',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'cr',\n",
              "  'prefix-3': 'cro',\n",
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              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ite',\n",
              "  'word': 'crocidolite'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'used',\n",
              "  'prefix-1': 'w',\n",
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              "  'suffix-3': 'was',\n",
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              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '*-8',\n",
              "  'prefix-1': 'u',\n",
              "  'prefix-2': 'us',\n",
              "  'prefix-3': 'use',\n",
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              "  'suffix-2': 'ed',\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '*T*-1',\n",
              "  'prefix-1': '*',\n",
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              "  'suffix-2': '-8',\n",
              "  'suffix-3': '*-8',\n",
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              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
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              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
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              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
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              "  'is_numeric': False,\n",
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              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
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              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'dumped',\n",
              "  'prefix-1': 'W',\n",
              "  'prefix-2': 'Wo',\n",
              "  'prefix-3': 'Wor',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'Workers'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'large',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'du',\n",
              "  'prefix-3': 'dum',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ped',\n",
              "  'word': 'dumped'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'burlap',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'la',\n",
              "  'prefix-3': 'lar',\n",
              "  'prev_word': 'dumped',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ge',\n",
              "  'suffix-3': 'rge',\n",
              "  'word': 'large'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'sacks',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'bu',\n",
              "  'prefix-3': 'bur',\n",
              "  'prev_word': 'large',\n",
              "  'suffix-1': 'p',\n",
              "  'suffix-2': 'ap',\n",
              "  'suffix-3': 'lap',\n",
              "  'word': 'burlap'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sa',\n",
              "  'prefix-3': 'sac',\n",
              "  'prev_word': 'burlap',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ks',\n",
              "  'suffix-3': 'cks',\n",
              "  'word': 'sacks'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
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              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'imported',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'of',\n",
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              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'material',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'im',\n",
              "  'prefix-3': 'imp',\n",
              "  'prev_word': 'the',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
              "  'word': 'imported'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'into',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'mat',\n",
              "  'prev_word': 'imported',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'al',\n",
              "  'suffix-3': 'ial',\n",
              "  'word': 'material'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'int',\n",
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              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'to',\n",
              "  'suffix-3': 'nto',\n",
              "  'word': 'into'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'huge',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'into',\n",
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              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'bin',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'hu',\n",
              "  'prefix-3': 'hug',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ge',\n",
              "  'suffix-3': 'uge',\n",
              "  'word': 'huge'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'bi',\n",
              "  'prefix-3': 'bin',\n",
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              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'bin',\n",
              "  'word': 'bin'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'poured',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
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              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'po',\n",
              "  'prefix-3': 'pou',\n",
              "  'prev_word': ',',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'red',\n",
              "  'word': 'poured'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'cotton',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
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              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'and',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'cot',\n",
              "  'prev_word': 'in',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'ton',\n",
              "  'word': 'cotton'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'acetate',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'an',\n",
              "  'prefix-3': 'and',\n",
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              "  'suffix-3': 'and',\n",
              "  'word': 'and'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'fibers',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ac',\n",
              "  'prefix-3': 'ace',\n",
              "  'prev_word': 'and',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ate',\n",
              "  'word': 'acetate'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'and',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fib',\n",
              "  'prev_word': 'acetate',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'fibers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'mechanically',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'an',\n",
              "  'prefix-3': 'and',\n",
              "  'prev_word': 'fibers',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'and',\n",
              "  'word': 'and'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'mixed',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'me',\n",
              "  'prefix-3': 'mec',\n",
              "  'prev_word': 'and',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'lly',\n",
              "  'word': 'mechanically'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mi',\n",
              "  'prefix-3': 'mix',\n",
              "  'prev_word': 'mechanically',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'xed',\n",
              "  'word': 'mixed'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'dry',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'mixed',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'fibers',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'dr',\n",
              "  'prefix-3': 'dry',\n",
              "  'prev_word': 'the',\n",
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              "  'suffix-2': 'ry',\n",
              "  'suffix-3': 'dry',\n",
              "  'word': 'dry'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fib',\n",
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              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'fibers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
              "  'prev_word': 'fibers',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'process',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'in',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'used',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pr',\n",
              "  'prefix-3': 'pro',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ss',\n",
              "  'suffix-3': 'ess',\n",
              "  'word': 'process'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': 'u',\n",
              "  'prefix-2': 'us',\n",
              "  'prefix-3': 'use',\n",
              "  'prev_word': 'process',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'sed',\n",
              "  'word': 'used'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
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              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
              "  'prev_word': '*',\n",
              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'make',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': '*',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'to',\n",
              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'filters',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'mak',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ke',\n",
              "  'suffix-3': 'ake',\n",
              "  'word': 'make'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fi',\n",
              "  'prefix-3': 'fil',\n",
              "  'prev_word': 'make',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'filters'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'filters',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'described',\n",
              "  'prefix-1': 'W',\n",
              "  'prefix-2': 'Wo',\n",
              "  'prefix-3': 'Wor',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'Workers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '``',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'de',\n",
              "  'prefix-3': 'des',\n",
              "  'prev_word': 'Workers',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'bed',\n",
              "  'word': 'described'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'clouds',\n",
              "  'prefix-1': '`',\n",
              "  'prefix-2': '``',\n",
              "  'prefix-3': '``',\n",
              "  'prev_word': 'described',\n",
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              "  'suffix-2': '``',\n",
              "  'suffix-3': '``',\n",
              "  'word': '``'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'cl',\n",
              "  'prefix-3': 'clo',\n",
              "  'prev_word': '``',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ds',\n",
              "  'suffix-3': 'uds',\n",
              "  'word': 'clouds'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'blue',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
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              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'dust',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'bl',\n",
              "  'prefix-3': 'blu',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ue',\n",
              "  'suffix-3': 'lue',\n",
              "  'word': 'blue'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"''\",\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'du',\n",
              "  'prefix-3': 'dus',\n",
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              "  'suffix-2': 'st',\n",
              "  'suffix-3': 'ust',\n",
              "  'word': 'dust'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'that',\n",
              "  'prefix-1': \"'\",\n",
              "  'prefix-2': \"''\",\n",
              "  'prefix-3': \"''\",\n",
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              "  'suffix-2': \"''\",\n",
              "  'suffix-3': \"''\",\n",
              "  'word': \"''\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*T*-1',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tha',\n",
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              "  'suffix-1': 't',\n",
              "  'suffix-2': 'at',\n",
              "  'suffix-3': 'hat',\n",
              "  'word': 'that'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'hung',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
              "  'prev_word': 'that',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*T*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'over',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'hu',\n",
              "  'prefix-3': 'hun',\n",
              "  'prev_word': '*T*-1',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ung',\n",
              "  'word': 'hung'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'parts',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'ov',\n",
              "  'prefix-3': 'ove',\n",
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              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'ver',\n",
              "  'word': 'over'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pa',\n",
              "  'prefix-3': 'par',\n",
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              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ts',\n",
              "  'suffix-3': 'rts',\n",
              "  'word': 'parts'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
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              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'factory',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
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              "  'suffix-2': 'he',\n",
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              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'f',\n",
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              "  'suffix-3': 'ory',\n",
              "  'word': 'factory'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'though',\n",
              "  'prefix-1': 'e',\n",
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              "  'prefix-3': 'eve',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'exhaust',\n",
              "  'prefix-1': 't',\n",
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              "  'prefix-3': 'tho',\n",
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              "  'suffix-2': 'gh',\n",
              "  'suffix-3': 'ugh',\n",
              "  'word': 'though'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'fans',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ex',\n",
              "  'prefix-3': 'exh',\n",
              "  'prev_word': 'though',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'st',\n",
              "  'suffix-3': 'ust',\n",
              "  'word': 'exhaust'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'ventilated',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fa',\n",
              "  'prefix-3': 'fan',\n",
              "  'prev_word': 'exhaust',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ns',\n",
              "  'suffix-3': 'ans',\n",
              "  'word': 'fans'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'v',\n",
              "  'prefix-2': 've',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
              "  'word': 'ventilated'},\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'area',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
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              "  'suffix-2': 'he',\n",
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              "  'word': 'the'},\n",
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              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ar',\n",
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              "  'suffix-2': 'ea',\n",
              "  'suffix-3': 'rea',\n",
              "  'word': 'area'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
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              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
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              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'There',\n",
              "  'prefix-1': '`',\n",
              "  'prefix-2': '``',\n",
              "  'prefix-3': '``',\n",
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              "  'suffix-1': '`',\n",
              "  'suffix-2': '``',\n",
              "  'suffix-3': '``',\n",
              "  'word': '``'},\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"'s\",\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '``',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ere',\n",
              "  'word': 'There'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'no',\n",
              "  'prefix-1': \"'\",\n",
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              "  'prev_word': 'There',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': \"'s\",\n",
              "  'suffix-3': \"'s\",\n",
              "  'word': \"'s\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'question',\n",
              "  'prefix-1': 'n',\n",
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              "  'prefix-3': 'no',\n",
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              "  'suffix-2': 'no',\n",
              "  'suffix-3': 'no',\n",
              "  'word': 'no'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'that',\n",
              "  'prefix-1': 'q',\n",
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              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'ion',\n",
              "  'word': 'question'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'some',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tha',\n",
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              "  'suffix-2': 'at',\n",
              "  'suffix-3': 'hat',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 's',\n",
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              "  'prefix-3': 'som',\n",
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              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'me',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'those',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
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              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'workers',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tho',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'se',\n",
              "  'suffix-3': 'ose',\n",
              "  'word': 'those'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'and',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wo',\n",
              "  'prefix-3': 'wor',\n",
              "  'prev_word': 'those',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'workers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'managers',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'an',\n",
              "  'prefix-3': 'and',\n",
              "  'prev_word': 'workers',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'and',\n",
              "  'word': 'and'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'contracted',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'man',\n",
              "  'prev_word': 'and',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'managers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'asbestos-related',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'con',\n",
              "  'prev_word': 'managers',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
              "  'word': 'contracted'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'diseases',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'as',\n",
              "  'prefix-3': 'asb',\n",
              "  'prev_word': 'contracted',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ted',\n",
              "  'word': 'asbestos-related'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'di',\n",
              "  'prefix-3': 'dis',\n",
              "  'prev_word': 'asbestos-related',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'ses',\n",
              "  'word': 'diseases'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"''\",\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'diseases',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'said',\n",
              "  'prefix-1': \"'\",\n",
              "  'prefix-2': \"''\",\n",
              "  'prefix-3': \"''\",\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': \"'\",\n",
              "  'suffix-2': \"''\",\n",
              "  'suffix-3': \"''\",\n",
              "  'word': \"''\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*T*-1',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sa',\n",
              "  'prefix-3': 'sai',\n",
              "  'prev_word': \"''\",\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'id',\n",
              "  'suffix-3': 'aid',\n",
              "  'word': 'said'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Darrell',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*T',\n",
              "  'prefix-3': '*T*',\n",
              "  'prev_word': 'said',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*T*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Phillips',\n",
              "  'prefix-1': 'D',\n",
              "  'prefix-2': 'Da',\n",
              "  'prefix-3': 'Dar',\n",
              "  'prev_word': '*T*-1',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'll',\n",
              "  'suffix-3': 'ell',\n",
              "  'word': 'Darrell'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'P',\n",
              "  'prefix-2': 'Ph',\n",
              "  'prefix-3': 'Phi',\n",
              "  'prev_word': 'Darrell',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ps',\n",
              "  'suffix-3': 'ips',\n",
              "  'word': 'Phillips'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'vice',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'Phillips',\n",
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              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'president',\n",
              "  'prefix-1': 'v',\n",
              "  'prefix-2': 'vi',\n",
              "  'prefix-3': 'vic',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ce',\n",
              "  'suffix-3': 'ice',\n",
              "  'word': 'vice'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pr',\n",
              "  'prefix-3': 'pre',\n",
              "  'prev_word': 'vice',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'nt',\n",
              "  'suffix-3': 'ent',\n",
              "  'word': 'president'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'human',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'president',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'resources',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'hu',\n",
              "  'prefix-3': 'hum',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'man',\n",
              "  'word': 'human'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'for',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'res',\n",
              "  'prev_word': 'human',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'ces',\n",
              "  'word': 'resources'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Hollingsworth',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fo',\n",
              "  'prefix-3': 'for',\n",
              "  'prev_word': 'resources',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'or',\n",
              "  'suffix-3': 'for',\n",
              "  'word': 'for'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '&',\n",
              "  'prefix-1': 'H',\n",
              "  'prefix-2': 'Ho',\n",
              "  'prefix-3': 'Hol',\n",
              "  'prev_word': 'for',\n",
              "  'suffix-1': 'h',\n",
              "  'suffix-2': 'th',\n",
              "  'suffix-3': 'rth',\n",
              "  'word': 'Hollingsworth'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Vose',\n",
              "  'prefix-1': '&',\n",
              "  'prefix-2': '&',\n",
              "  'prefix-3': '&',\n",
              "  'prev_word': 'Hollingsworth',\n",
              "  'suffix-1': '&',\n",
              "  'suffix-2': '&',\n",
              "  'suffix-3': '&',\n",
              "  'word': '&'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'V',\n",
              "  'prefix-2': 'Vo',\n",
              "  'prefix-3': 'Vos',\n",
              "  'prev_word': '&',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'se',\n",
              "  'suffix-3': 'ose',\n",
              "  'word': 'Vose'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'Vose',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'But',\n",
              "  'prefix-1': '`',\n",
              "  'prefix-2': '``',\n",
              "  'prefix-3': '``',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': '`',\n",
              "  'suffix-2': '``',\n",
              "  'suffix-3': '``',\n",
              "  'word': '``'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'you',\n",
              "  'prefix-1': 'B',\n",
              "  'prefix-2': 'Bu',\n",
              "  'prefix-3': 'But',\n",
              "  'prev_word': '``',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'ut',\n",
              "  'suffix-3': 'But',\n",
              "  'word': 'But'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'have',\n",
              "  'prefix-1': 'y',\n",
              "  'prefix-2': 'yo',\n",
              "  'prefix-3': 'you',\n",
              "  'prev_word': 'But',\n",
              "  'suffix-1': 'u',\n",
              "  'suffix-2': 'ou',\n",
              "  'suffix-3': 'you',\n",
              "  'word': 'you'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-1',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'ha',\n",
              "  'prefix-3': 'hav',\n",
              "  'prev_word': 'you',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 've',\n",
              "  'suffix-3': 'ave',\n",
              "  'word': 'have'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-1',\n",
              "  'prev_word': 'have',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'recognize',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': '*-1',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'to',\n",
              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'that',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'rec',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ze',\n",
              "  'suffix-3': 'ize',\n",
              "  'word': 'recognize'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'these',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tha',\n",
              "  'prev_word': 'recognize',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'at',\n",
              "  'suffix-3': 'hat',\n",
              "  'word': 'that'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'events',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'that',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'se',\n",
              "  'suffix-3': 'ese',\n",
              "  'word': 'these'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'took',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ev',\n",
              "  'prefix-3': 'eve',\n",
              "  'prev_word': 'these',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ts',\n",
              "  'suffix-3': 'nts',\n",
              "  'word': 'events'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'place',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'too',\n",
              "  'prev_word': 'events',\n",
              "  'suffix-1': 'k',\n",
              "  'suffix-2': 'ok',\n",
              "  'suffix-3': 'ook',\n",
              "  'word': 'took'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '35',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pl',\n",
              "  'prefix-3': 'pla',\n",
              "  'prev_word': 'took',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ce',\n",
              "  'suffix-3': 'ace',\n",
              "  'word': 'place'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': 'years',\n",
              "  'prefix-1': '3',\n",
              "  'prefix-2': '35',\n",
              "  'prefix-3': '35',\n",
              "  'prev_word': 'place',\n",
              "  'suffix-1': '5',\n",
              "  'suffix-2': '35',\n",
              "  'suffix-3': '35',\n",
              "  'word': '35'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'ago',\n",
              "  'prefix-1': 'y',\n",
              "  'prefix-2': 'ye',\n",
              "  'prefix-3': 'yea',\n",
              "  'prev_word': '35',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ars',\n",
              "  'word': 'years'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ag',\n",
              "  'prefix-3': 'ago',\n",
              "  'prev_word': 'years',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'go',\n",
              "  'suffix-3': 'ago',\n",
              "  'word': 'ago'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'ago',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'has',\n",
              "  'prefix-1': 'I',\n",
              "  'prefix-2': 'It',\n",
              "  'prefix-3': 'It',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'It',\n",
              "  'suffix-3': 'It',\n",
              "  'word': 'It'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'no',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'ha',\n",
              "  'prefix-3': 'has',\n",
              "  'prev_word': 'It',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'as',\n",
              "  'suffix-3': 'has',\n",
              "  'word': 'has'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'bearing',\n",
              "  'prefix-1': 'n',\n",
              "  'prefix-2': 'no',\n",
              "  'prefix-3': 'no',\n",
              "  'prev_word': 'has',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'no',\n",
              "  'suffix-3': 'no',\n",
              "  'word': 'no'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'on',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'be',\n",
              "  'prefix-3': 'bea',\n",
              "  'prev_word': 'no',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'bearing'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'our',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'on',\n",
              "  'prefix-3': 'on',\n",
              "  'prev_word': 'bearing',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'on',\n",
              "  'word': 'on'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'work',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'ou',\n",
              "  'prefix-3': 'our',\n",
              "  'prev_word': 'on',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'ur',\n",
              "  'suffix-3': 'our',\n",
              "  'word': 'our'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'force',\n",
              "  'prefix-1': 'w',\n",
              "  'prefix-2': 'wo',\n",
              "  'prefix-3': 'wor',\n",
              "  'prev_word': 'our',\n",
              "  'suffix-1': 'k',\n",
              "  'suffix-2': 'rk',\n",
              "  'suffix-3': 'ork',\n",
              "  'word': 'work'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'today',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fo',\n",
              "  'prefix-3': 'for',\n",
              "  'prev_word': 'work',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ce',\n",
              "  'suffix-3': 'rce',\n",
              "  'word': 'force'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'tod',\n",
              "  'prev_word': 'force',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ay',\n",
              "  'suffix-3': 'day',\n",
              "  'word': 'today'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'today',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'on',\n",
              "  'prefix-1': 'Y',\n",
              "  'prefix-2': 'Yi',\n",
              "  'prefix-3': 'Yie',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ds',\n",
              "  'suffix-3': 'lds',\n",
              "  'word': 'Yields'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'money-market',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'on',\n",
              "  'prefix-3': 'on',\n",
              "  'prev_word': 'Yields',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'on',\n",
              "  'word': 'on'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'mutual',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mo',\n",
              "  'prefix-3': 'mon',\n",
              "  'prev_word': 'on',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'et',\n",
              "  'suffix-3': 'ket',\n",
              "  'word': 'money-market'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'funds',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'mu',\n",
              "  'prefix-3': 'mut',\n",
              "  'prev_word': 'money-market',\n",
              "  'suffix-1': 'l',\n",
              "  'suffix-2': 'al',\n",
              "  'suffix-3': 'ual',\n",
              "  'word': 'mutual'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'continued',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fu',\n",
              "  'prefix-3': 'fun',\n",
              "  'prev_word': 'mutual',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ds',\n",
              "  'suffix-3': 'nds',\n",
              "  'word': 'funds'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-1',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'con',\n",
              "  'prev_word': 'funds',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ued',\n",
              "  'word': 'continued'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-1',\n",
              "  'prev_word': 'continued',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'slide',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': '*-1',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'to',\n",
              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'sl',\n",
              "  'prefix-3': 'sli',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'de',\n",
              "  'suffix-3': 'ide',\n",
              "  'word': 'slide'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'amid',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'slide',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'signs',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'am',\n",
              "  'prefix-3': 'ami',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'id',\n",
              "  'suffix-3': 'mid',\n",
              "  'word': 'amid'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'that',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'si',\n",
              "  'prefix-3': 'sig',\n",
              "  'prev_word': 'amid',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ns',\n",
              "  'suffix-3': 'gns',\n",
              "  'word': 'signs'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'portfolio',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tha',\n",
              "  'prev_word': 'signs',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'at',\n",
              "  'suffix-3': 'hat',\n",
              "  'word': 'that'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'managers',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'po',\n",
              "  'prefix-3': 'por',\n",
              "  'prev_word': 'that',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'io',\n",
              "  'suffix-3': 'lio',\n",
              "  'word': 'portfolio'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'expect',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'man',\n",
              "  'prev_word': 'portfolio',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'managers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'further',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ex',\n",
              "  'prefix-3': 'exp',\n",
              "  'prev_word': 'managers',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'ct',\n",
              "  'suffix-3': 'ect',\n",
              "  'word': 'expect'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'declines',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fu',\n",
              "  'prefix-3': 'fur',\n",
              "  'prev_word': 'expect',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'her',\n",
              "  'word': 'further'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'in',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'de',\n",
              "  'prefix-3': 'dec',\n",
              "  'prev_word': 'further',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'nes',\n",
              "  'word': 'declines'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'interest',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'in',\n",
              "  'prev_word': 'declines',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'in',\n",
              "  'word': 'in'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'rates',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'int',\n",
              "  'prev_word': 'in',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'st',\n",
              "  'suffix-3': 'est',\n",
              "  'word': 'interest'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 'ra',\n",
              "  'prefix-3': 'rat',\n",
              "  'prev_word': 'interest',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'tes',\n",
              "  'word': 'rates'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'rates',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'average',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'The',\n",
              "  'word': 'The'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'seven-day',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'av',\n",
              "  'prefix-3': 'ave',\n",
              "  'prev_word': 'The',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ge',\n",
              "  'suffix-3': 'age',\n",
              "  'word': 'average'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'compound',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'se',\n",
              "  'prefix-3': 'sev',\n",
              "  'prev_word': 'average',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ay',\n",
              "  'suffix-3': 'day',\n",
              "  'word': 'seven-day'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'yield',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'com',\n",
              "  'prev_word': 'seven-day',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'und',\n",
              "  'word': 'compound'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'y',\n",
              "  'prefix-2': 'yi',\n",
              "  'prefix-3': 'yie',\n",
              "  'prev_word': 'compound',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ld',\n",
              "  'suffix-3': 'eld',\n",
              "  'word': 'yield'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'the',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'yield',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '400',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': True,\n",
              "  'next_word': 'taxable',\n",
              "  'prefix-1': '4',\n",
              "  'prefix-2': '40',\n",
              "  'prefix-3': '400',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': '0',\n",
              "  'suffix-2': '00',\n",
              "  'suffix-3': '400',\n",
              "  'word': '400'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'funds',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'ta',\n",
              "  'prefix-3': 'tax',\n",
              "  'prev_word': '400',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'le',\n",
              "  'suffix-3': 'ble',\n",
              "  'word': 'taxable'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'tracked',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fu',\n",
              "  'prefix-3': 'fun',\n",
              "  'prev_word': 'taxable',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ds',\n",
              "  'suffix-3': 'nds',\n",
              "  'word': 'funds'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'tr',\n",
              "  'prefix-3': 'tra',\n",
              "  'prev_word': 'funds',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ked',\n",
              "  'word': 'tracked'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'by',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
              "  'prev_word': 'tracked',\n",
              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'IBC',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'by',\n",
              "  'prefix-3': 'by',\n",
              "  'prev_word': '*',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'by',\n",
              "  'suffix-3': 'by',\n",
              "  'word': 'by'},\n",
              " {'capitals_inside': True,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"'s\",\n",
              "  'prefix-1': 'I',\n",
              "  'prefix-2': 'IB',\n",
              "  'prefix-3': 'IBC',\n",
              "  'prev_word': 'by',\n",
              "  'suffix-1': 'C',\n",
              "  'suffix-2': 'BC',\n",
              "  'suffix-3': 'IBC',\n",
              "  'word': 'IBC'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Money',\n",
              "  'prefix-1': \"'\",\n",
              "  'prefix-2': \"'s\",\n",
              "  'prefix-3': \"'s\",\n",
              "  'prev_word': 'IBC',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': \"'s\",\n",
              "  'suffix-3': \"'s\",\n",
              "  'word': \"'s\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Fund',\n",
              "  'prefix-1': 'M',\n",
              "  'prefix-2': 'Mo',\n",
              "  'prefix-3': 'Mon',\n",
              "  'prev_word': \"'s\",\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ey',\n",
              "  'suffix-3': 'ney',\n",
              "  'word': 'Money'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Report',\n",
              "  'prefix-1': 'F',\n",
              "  'prefix-2': 'Fu',\n",
              "  'prefix-3': 'Fun',\n",
              "  'prev_word': 'Money',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'nd',\n",
              "  'suffix-3': 'und',\n",
              "  'word': 'Fund'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'eased',\n",
              "  'prefix-1': 'R',\n",
              "  'prefix-2': 'Re',\n",
              "  'prefix-3': 'Rep',\n",
              "  'prev_word': 'Fund',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'rt',\n",
              "  'suffix-3': 'ort',\n",
              "  'word': 'Report'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ea',\n",
              "  'prefix-3': 'eas',\n",
              "  'prev_word': 'Report',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'sed',\n",
              "  'word': 'eased'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'fraction',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'eased',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fr',\n",
              "  'prefix-3': 'fra',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'on',\n",
              "  'suffix-3': 'ion',\n",
              "  'word': 'fraction'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'fraction',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'percentage',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'a',\n",
              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'point',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pe',\n",
              "  'prefix-3': 'per',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ge',\n",
              "  'suffix-3': 'age',\n",
              "  'word': 'percentage'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'po',\n",
              "  'prefix-3': 'poi',\n",
              "  'prev_word': 'percentage',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'nt',\n",
              "  'suffix-3': 'int',\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"'\",\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fu',\n",
              "  'prefix-3': 'fun',\n",
              "  'prev_word': 'the',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ds',\n",
              "  'suffix-3': 'nds',\n",
              "  'word': 'funds'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'investments',\n",
              "  'prefix-1': \"'\",\n",
              "  'prefix-2': \"'\",\n",
              "  'prefix-3': \"'\",\n",
              "  'prev_word': 'funds',\n",
              "  'suffix-1': \"'\",\n",
              "  'suffix-2': \"'\",\n",
              "  'suffix-3': \"'\",\n",
              "  'word': \"'\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'lengthened',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'inv',\n",
              "  'prev_word': \"'\",\n",
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              "  'suffix-2': 'ts',\n",
              "  'suffix-3': 'nts',\n",
              "  'word': 'investments'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'by',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'le',\n",
              "  'prefix-3': 'len',\n",
              "  'prev_word': 'investments',\n",
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              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'ned',\n",
              "  'word': 'lengthened'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'by',\n",
              "  'prefix-3': 'by',\n",
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              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'by',\n",
              "  'suffix-3': 'by',\n",
              "  'word': 'by'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'day',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
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              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'da',\n",
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              "  'suffix-2': 'ay',\n",
              "  'suffix-3': 'day',\n",
              "  'word': 'day'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '41',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
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              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
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              "  'is_numeric': True,\n",
              "  'next_word': 'days',\n",
              "  'prefix-1': '4',\n",
              "  'prefix-2': '41',\n",
              "  'prefix-3': '41',\n",
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              "  'suffix-2': '41',\n",
              "  'suffix-3': '41',\n",
              "  'word': '41'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'da',\n",
              "  'prefix-3': 'day',\n",
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              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ys',\n",
              "  'suffix-3': 'ays',\n",
              "  'word': 'days'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
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              "  'next_word': 'the',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
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              "  'suffix-3': ',',\n",
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              "  'has_hyphen': False,\n",
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              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'longest',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
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              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'the',\n",
              "  'word': 'the'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'since',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'lo',\n",
              "  'prefix-3': 'lon',\n",
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              "  'suffix-2': 'st',\n",
              "  'suffix-3': 'est',\n",
              "  'word': 'longest'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'early',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'si',\n",
              "  'prefix-3': 'sin',\n",
              "  'prev_word': 'longest',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ce',\n",
              "  'suffix-3': 'nce',\n",
              "  'word': 'since'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'August',\n",
              "  'prefix-1': 'e',\n",
              "  'prefix-2': 'ea',\n",
              "  'prefix-3': 'ear',\n",
              "  'prev_word': 'since',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'rly',\n",
              "  'word': 'early'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'A',\n",
              "  'prefix-2': 'Au',\n",
              "  'prefix-3': 'Aug',\n",
              "  'prev_word': 'early',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'st',\n",
              "  'suffix-3': 'ust',\n",
              "  'word': 'August'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'according',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'August',\n",
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              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ac',\n",
              "  'prefix-3': 'acc',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'according'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'Donoghue',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': 'according',\n",
              "  'suffix-1': 'o',\n",
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              "  'suffix-3': 'to',\n",
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              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': \"'s\",\n",
              "  'prefix-1': 'D',\n",
              "  'prefix-2': 'Do',\n",
              "  'prefix-3': 'Don',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ue',\n",
              "  'suffix-3': 'hue',\n",
              "  'word': 'Donoghue'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': \"'\",\n",
              "  'prefix-2': \"'s\",\n",
              "  'prefix-3': \"'s\",\n",
              "  'prev_word': 'Donoghue',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': \"'s\",\n",
              "  'suffix-3': \"'s\",\n",
              "  'word': \"'s\"},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
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              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': \"'s\",\n",
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              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'maturities',\n",
              "  'prefix-1': 'L',\n",
              "  'prefix-2': 'Lo',\n",
              "  'prefix-3': 'Lon',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'ger',\n",
              "  'word': 'Longer'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'are',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'mat',\n",
              "  'prev_word': 'Longer',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'ies',\n",
              "  'word': 'maturities'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'thought',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ar',\n",
              "  'prefix-3': 'are',\n",
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              "  'suffix-3': 'are',\n",
              "  'word': 'are'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-1',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'tho',\n",
              "  'prev_word': 'are',\n",
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              "  'suffix-2': 'ht',\n",
              "  'suffix-3': 'ght',\n",
              "  'word': 'thought'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-1',\n",
              "  'prev_word': 'thought',\n",
              "  'suffix-1': '1',\n",
              "  'suffix-2': '-1',\n",
              "  'suffix-3': '*-1',\n",
              "  'word': '*-1'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'indicate',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': '*-1',\n",
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              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'declining',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'ind',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'te',\n",
              "  'suffix-3': 'ate',\n",
              "  'word': 'indicate'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'interest',\n",
              "  'prefix-1': 'd',\n",
              "  'prefix-2': 'de',\n",
              "  'prefix-3': 'dec',\n",
              "  'prev_word': 'indicate',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'declining'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'rates',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'int',\n",
              "  'prev_word': 'declining',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'st',\n",
              "  'suffix-3': 'est',\n",
              "  'word': 'interest'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'because',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 'ra',\n",
              "  'prefix-3': 'rat',\n",
              "  'prev_word': 'interest',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'tes',\n",
              "  'word': 'rates'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'they',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'be',\n",
              "  'prefix-3': 'bec',\n",
              "  'prev_word': 'rates',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'se',\n",
              "  'suffix-3': 'use',\n",
              "  'word': 'because'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'permit',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'th',\n",
              "  'prefix-3': 'the',\n",
              "  'prev_word': 'because',\n",
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              "  'suffix-2': 'ey',\n",
              "  'suffix-3': 'hey',\n",
              "  'word': 'they'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'portfolio',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pe',\n",
              "  'prefix-3': 'per',\n",
              "  'prev_word': 'they',\n",
              "  'suffix-1': 't',\n",
              "  'suffix-2': 'it',\n",
              "  'suffix-3': 'mit',\n",
              "  'word': 'permit'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'managers',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'po',\n",
              "  'prefix-3': 'por',\n",
              "  'prev_word': 'permit',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'io',\n",
              "  'suffix-3': 'lio',\n",
              "  'word': 'portfolio'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'man',\n",
              "  'prev_word': 'portfolio',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'managers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'retain',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': 'managers',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'to',\n",
              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'relatively',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'ret',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'in',\n",
              "  'suffix-3': 'ain',\n",
              "  'word': 'retain'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'higher',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 're',\n",
              "  'prefix-3': 'rel',\n",
              "  'prev_word': 'retain',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'ely',\n",
              "  'word': 'relatively'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'rates',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'hi',\n",
              "  'prefix-3': 'hig',\n",
              "  'prev_word': 'relatively',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'her',\n",
              "  'word': 'higher'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'for',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 'ra',\n",
              "  'prefix-3': 'rat',\n",
              "  'prev_word': 'higher',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'tes',\n",
              "  'word': 'rates'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fo',\n",
              "  'prefix-3': 'for',\n",
              "  'prev_word': 'rates',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'or',\n",
              "  'suffix-3': 'for',\n",
              "  'word': 'for'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'longer',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': 'for',\n",
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              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'period',\n",
              "  'prefix-1': 'l',\n",
              "  'prefix-2': 'lo',\n",
              "  'prefix-3': 'lon',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'ger',\n",
              "  'word': 'longer'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'pe',\n",
              "  'prefix-3': 'per',\n",
              "  'prev_word': 'longer',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'od',\n",
              "  'suffix-3': 'iod',\n",
              "  'word': 'period'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'period',\n",
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              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'maturities',\n",
              "  'prefix-1': 'S',\n",
              "  'prefix-2': 'Sh',\n",
              "  'prefix-3': 'Sho',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'ter',\n",
              "  'word': 'Shorter'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'are',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'mat',\n",
              "  'prev_word': 'Shorter',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'ies',\n",
              "  'word': 'maturities'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'considered',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'ar',\n",
              "  'prefix-3': 'are',\n",
              "  'prev_word': 'maturities',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 're',\n",
              "  'suffix-3': 'are',\n",
              "  'word': 'are'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*-9',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'con',\n",
              "  'prev_word': 'are',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'red',\n",
              "  'word': 'considered'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': True,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'a',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*-',\n",
              "  'prefix-3': '*-9',\n",
              "  'prev_word': 'considered',\n",
              "  'suffix-1': '9',\n",
              "  'suffix-2': '-9',\n",
              "  'suffix-3': '*-9',\n",
              "  'word': '*-9'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'sign',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'a',\n",
              "  'prefix-3': 'a',\n",
              "  'prev_word': '*-9',\n",
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              "  'suffix-2': 'a',\n",
              "  'suffix-3': 'a',\n",
              "  'word': 'a'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'of',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'si',\n",
              "  'prefix-3': 'sig',\n",
              "  'prev_word': 'a',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'gn',\n",
              "  'suffix-3': 'ign',\n",
              "  'word': 'sign'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'rising',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'of',\n",
              "  'prefix-3': 'of',\n",
              "  'prev_word': 'sign',\n",
              "  'suffix-1': 'f',\n",
              "  'suffix-2': 'of',\n",
              "  'suffix-3': 'of',\n",
              "  'word': 'of'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'rates',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 'ri',\n",
              "  'prefix-3': 'ris',\n",
              "  'prev_word': 'of',\n",
              "  'suffix-1': 'g',\n",
              "  'suffix-2': 'ng',\n",
              "  'suffix-3': 'ing',\n",
              "  'word': 'rising'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'because',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 'ra',\n",
              "  'prefix-3': 'rat',\n",
              "  'prev_word': 'rising',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'tes',\n",
              "  'word': 'rates'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'portfolio',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'be',\n",
              "  'prefix-3': 'bec',\n",
              "  'prev_word': 'rates',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'se',\n",
              "  'suffix-3': 'use',\n",
              "  'word': 'because'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'managers',\n",
              "  'prefix-1': 'p',\n",
              "  'prefix-2': 'po',\n",
              "  'prefix-3': 'por',\n",
              "  'prev_word': 'because',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'io',\n",
              "  'suffix-3': 'lio',\n",
              "  'word': 'portfolio'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'can',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'man',\n",
              "  'prev_word': 'portfolio',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'rs',\n",
              "  'suffix-3': 'ers',\n",
              "  'word': 'managers'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'capture',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ca',\n",
              "  'prefix-3': 'can',\n",
              "  'prev_word': 'managers',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'an',\n",
              "  'suffix-3': 'can',\n",
              "  'word': 'can'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'higher',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'ca',\n",
              "  'prefix-3': 'cap',\n",
              "  'prev_word': 'can',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 're',\n",
              "  'suffix-3': 'ure',\n",
              "  'word': 'capture'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'rates',\n",
              "  'prefix-1': 'h',\n",
              "  'prefix-2': 'hi',\n",
              "  'prefix-3': 'hig',\n",
              "  'prev_word': 'capture',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'her',\n",
              "  'word': 'higher'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'sooner',\n",
              "  'prefix-1': 'r',\n",
              "  'prefix-2': 'ra',\n",
              "  'prefix-3': 'rat',\n",
              "  'prev_word': 'higher',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'es',\n",
              "  'suffix-3': 'tes',\n",
              "  'word': 'rates'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '.',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'so',\n",
              "  'prefix-3': 'soo',\n",
              "  'prev_word': 'rates',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'er',\n",
              "  'suffix-3': 'ner',\n",
              "  'word': 'sooner'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': True,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '',\n",
              "  'prefix-1': '.',\n",
              "  'prefix-2': '.',\n",
              "  'prefix-3': '.',\n",
              "  'prev_word': 'sooner',\n",
              "  'suffix-1': '.',\n",
              "  'suffix-2': '.',\n",
              "  'suffix-3': '.',\n",
              "  'word': '.'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': False,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': True,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'average',\n",
              "  'prefix-1': 'T',\n",
              "  'prefix-2': 'Th',\n",
              "  'prefix-3': 'The',\n",
              "  'prev_word': '',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'he',\n",
              "  'suffix-3': 'The',\n",
              "  'word': 'The'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'maturity',\n",
              "  'prefix-1': 'a',\n",
              "  'prefix-2': 'av',\n",
              "  'prefix-3': 'ave',\n",
              "  'prev_word': 'The',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'ge',\n",
              "  'suffix-3': 'age',\n",
              "  'word': 'average'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'for',\n",
              "  'prefix-1': 'm',\n",
              "  'prefix-2': 'ma',\n",
              "  'prefix-3': 'mat',\n",
              "  'prev_word': 'average',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ty',\n",
              "  'suffix-3': 'ity',\n",
              "  'word': 'maturity'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'funds',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fo',\n",
              "  'prefix-3': 'for',\n",
              "  'prev_word': 'maturity',\n",
              "  'suffix-1': 'r',\n",
              "  'suffix-2': 'or',\n",
              "  'suffix-3': 'for',\n",
              "  'word': 'for'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'open',\n",
              "  'prefix-1': 'f',\n",
              "  'prefix-2': 'fu',\n",
              "  'prefix-3': 'fun',\n",
              "  'prev_word': 'for',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ds',\n",
              "  'suffix-3': 'nds',\n",
              "  'word': 'funds'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'only',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'op',\n",
              "  'prefix-3': 'ope',\n",
              "  'prev_word': 'funds',\n",
              "  'suffix-1': 'n',\n",
              "  'suffix-2': 'en',\n",
              "  'suffix-3': 'pen',\n",
              "  'word': 'open'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': 'o',\n",
              "  'prefix-2': 'on',\n",
              "  'prefix-3': 'onl',\n",
              "  'prev_word': 'open',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'ly',\n",
              "  'suffix-3': 'nly',\n",
              "  'word': 'only'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'institutions',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': 'only',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'to',\n",
              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': ',',\n",
              "  'prefix-1': 'i',\n",
              "  'prefix-2': 'in',\n",
              "  'prefix-3': 'ins',\n",
              "  'prev_word': 'to',\n",
              "  'suffix-1': 's',\n",
              "  'suffix-2': 'ns',\n",
              "  'suffix-3': 'ons',\n",
              "  'word': 'institutions'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'considered',\n",
              "  'prefix-1': ',',\n",
              "  'prefix-2': ',',\n",
              "  'prefix-3': ',',\n",
              "  'prev_word': 'institutions',\n",
              "  'suffix-1': ',',\n",
              "  'suffix-2': ',',\n",
              "  'suffix-3': ',',\n",
              "  'word': ','},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'by',\n",
              "  'prefix-1': 'c',\n",
              "  'prefix-2': 'co',\n",
              "  'prefix-3': 'con',\n",
              "  'prev_word': ',',\n",
              "  'suffix-1': 'd',\n",
              "  'suffix-2': 'ed',\n",
              "  'suffix-3': 'red',\n",
              "  'word': 'considered'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'some',\n",
              "  'prefix-1': 'b',\n",
              "  'prefix-2': 'by',\n",
              "  'prefix-3': 'by',\n",
              "  'prev_word': 'considered',\n",
              "  'suffix-1': 'y',\n",
              "  'suffix-2': 'by',\n",
              "  'suffix-3': 'by',\n",
              "  'word': 'by'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': '*',\n",
              "  'prefix-1': 's',\n",
              "  'prefix-2': 'so',\n",
              "  'prefix-3': 'som',\n",
              "  'prev_word': 'by',\n",
              "  'suffix-1': 'e',\n",
              "  'suffix-2': 'me',\n",
              "  'suffix-3': 'ome',\n",
              "  'word': 'some'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': True,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': True,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'to',\n",
              "  'prefix-1': '*',\n",
              "  'prefix-2': '*',\n",
              "  'prefix-3': '*',\n",
              "  'prev_word': 'some',\n",
              "  'suffix-1': '*',\n",
              "  'suffix-2': '*',\n",
              "  'suffix-3': '*',\n",
              "  'word': '*'},\n",
              " {'capitals_inside': False,\n",
              "  'has_hyphen': False,\n",
              "  'is_all_caps': False,\n",
              "  'is_all_lower': True,\n",
              "  'is_capitalized': False,\n",
              "  'is_first': False,\n",
              "  'is_last': False,\n",
              "  'is_numeric': False,\n",
              "  'next_word': 'be',\n",
              "  'prefix-1': 't',\n",
              "  'prefix-2': 'to',\n",
              "  'prefix-3': 'to',\n",
              "  'prev_word': '*',\n",
              "  'suffix-1': 'o',\n",
              "  'suffix-2': 'to',\n",
              "  'suffix-3': 'to',\n",
              "  'word': 'to'},\n",
              " ...]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 14
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Pa_Wbzp_jANL",
        "colab_type": "text"
      },
      "source": [
        "### Modeling"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WmArY_KpixLN",
        "colab_type": "code",
        "outputId": "f1aca1f8-4d73-48a1-aa7d-dcc7db65ad27",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "from sklearn.tree import DecisionTreeClassifier\n",
        "from sklearn.feature_extraction import DictVectorizer\n",
        "from sklearn.pipeline import Pipeline\n",
        " # used for the one operation over the other out put of one  over the other\n",
        "clf = Pipeline([\n",
        "    ('vectorizer', DictVectorizer(sparse=False)),\n",
        "    ('classifier', DecisionTreeClassifier(criterion='entropy', random_state=2019))\n",
        "])\n",
        " \n",
        "clf.fit(X[:10000], y[:10000])   # Use only the first 10K samples if you're running it multiple times. It takes a fair bit :)\n",
        " \n",
        "print('Training completed')"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Training completed\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "h25wypPvi1NK",
        "colab_type": "code",
        "outputId": "16824e41-c78c-48ef-c81f-1fc59a7b146d",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "X_test, y_test = transform_to_dataset(test_sentences)\n",
        "print(\"Accuracy:\", clf.score(X_test, y_test))"
      ],
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Accuracy: 0.8937007874015748\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WiSYoR98jSX7",
        "colab_type": "text"
      },
      "source": [
        "### Exercise"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fdjA7xdpjFjq",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "### Try changing the model and features and check for improvements"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "bz-GbNx_jjOG",
        "colab_type": "text"
      },
      "source": [
        "### NLTK Tagger"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "O_Q-OGtcjcxL",
        "colab_type": "code",
        "outputId": "d5e3bf99-cb0c-451f-c4c3-8971cba6c36e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        }
      },
      "source": [
        "text = untag(tagged_sentences[0])\n",
        "print(text)"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "['Pierre', 'Vinken', ',', '61', 'years', 'old', ',', 'will', 'join', 'the', 'board', 'as', 'a', 'nonexecutive', 'director', 'Nov.', '29', '.']\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "T_PtBIxJjxiI",
        "colab_type": "code",
        "outputId": "eb5977fb-06ec-4a2b-b619-585101e7956e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 84
        }
      },
      "source": [
        "nltk.download('averaged_perceptron_tagger')"
      ],
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[nltk_data] Downloading package averaged_perceptron_tagger to\n",
            "[nltk_data]     /root/nltk_data...\n",
            "[nltk_data]   Unzipping taggers/averaged_perceptron_tagger.zip.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "True"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "m3Fs2TPCjr1M",
        "colab_type": "code",
        "outputId": "aa0c7a1f-0c10-491e-b79d-ceeffb3eb8ab",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 322
        }
      },
      "source": [
        "# Averaged perceptron tagger used by default\n",
        "nltk.pos_tag(text)"
      ],
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[('Pierre', 'NNP'),\n",
              " ('Vinken', 'NNP'),\n",
              " (',', ','),\n",
              " ('61', 'CD'),\n",
              " ('years', 'NNS'),\n",
              " ('old', 'JJ'),\n",
              " (',', ','),\n",
              " ('will', 'MD'),\n",
              " ('join', 'VB'),\n",
              " ('the', 'DT'),\n",
              " ('board', 'NN'),\n",
              " ('as', 'IN'),\n",
              " ('a', 'DT'),\n",
              " ('nonexecutive', 'JJ'),\n",
              " ('director', 'NN'),\n",
              " ('Nov.', 'NNP'),\n",
              " ('29', 'CD'),\n",
              " ('.', '.')]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 18
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "E9q29q4jj1DQ",
        "colab_type": "text"
      },
      "source": [
        "### Spacy Tagger"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gqoJwn1Djuy8",
        "colab_type": "code",
        "outputId": "f1b6dd1f-12c8-40d2-f4de-488344338471",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 322
        }
      },
      "source": [
        "import spacy\n",
        "import en_core_web_sm\n",
        "\n",
        "nlp = en_core_web_sm.load()\n",
        "\n",
        "doc = nlp(\" \".join(text))\n",
        "\n",
        "for token in doc:\n",
        "    print(token.text, token.pos_)"
      ],
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Pierre PROPN\n",
            "Vinken PROPN\n",
            ", PUNCT\n",
            "61 NUM\n",
            "years NOUN\n",
            "old ADJ\n",
            ", PUNCT\n",
            "will VERB\n",
            "join VERB\n",
            "the DET\n",
            "board NOUN\n",
            "as ADP\n",
            "a DET\n",
            "nonexecutive ADJ\n",
            "director NOUN\n",
            "Nov. PROPN\n",
            "29 NUM\n",
            ". PUNCT\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EMuu6R9ij7dh",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}