IR_Project_search_engine.ipynb

{
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  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyOIicMwInNwRFhlcLFSomIi",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/Bosy-Ayman/IR_Project/blob/main/IR_Project_search_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "p80GcuXpCBnt",
        "outputId": "e0a80bc2-f0b2-4fed-e253-69ea85722693"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "Successfully built python-terrier ir_measures chest wget cwl-eval warc3-wet-clueweb09 zlib-state cbor\n",
            "Installing collected packages: wget, warc3-wet-clueweb09, warc3-wet, typish, pyjnius, multiset, ijson, heapdict, cbor, zlib-state, unlzw3, trec-car-tools, pytrec_eval_terrier, pyautocorpus, nptyping, matchpy, lz4, dill, deprecated, cwl-eval, chest, ir_measures, inscriptis, ir_datasets, python-terrier\n",
            "Successfully installed cbor-1.0.0 chest-0.2.3 cwl-eval-1.0.12 deprecated-1.2.14 dill-0.3.8 heapdict-1.0.1 ijson-3.2.3 inscriptis-2.5.0 ir_datasets-0.5.6 ir_measures-0.3.3 lz4-4.3.3 matchpy-0.5.5 multiset-2.1.1 nptyping-1.4.4 pyautocorpus-0.1.12 pyjnius-1.6.1 python-terrier-0.10.0 pytrec_eval_terrier-0.5.6 trec-car-tools-2.6 typish-1.9.3 unlzw3-0.2.2 warc3-wet-0.2.3 warc3-wet-clueweb09-0.2.5 wget-3.2 zlib-state-0.1.6\n",
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          ]
        }
      ],
      "source": [
        "#install the Pyterrier framework\n",
        "!pip install python-terrier\n",
        "# install the nltk modules\n",
        "!pip install nltk"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import pyterrier as pt\n",
        "if not pt.started():\n",
        "  pt.init()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "14jXVCHnCLxT",
        "outputId": "54207a5f-84f5-4bfe-dbad-b59cbc7a3319"
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "terrier-assemblies 5.8 jar-with-dependencies not found, downloading to /root/.pyterrier...\n",
            "Done\n",
            "terrier-python-helper 0.0.8 jar not found, downloading to /root/.pyterrier...\n",
            "Done\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "PyTerrier 0.10.0 has loaded Terrier 5.8 (built by craigm on 2023-11-01 18:05) and terrier-helper 0.0.8\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#Import the necessary modules:\n",
        "import pandas as pd\n",
        "import nltk\n",
        "from nltk.corpus import stopwords\n",
        "from nltk.tokenize import word_tokenize\n",
        "from nltk.stem import PorterStemmer\n",
        "from nltk.stem import *\n",
        "from nltk.stem.porter import *\n",
        "import pandas as pd\n",
        "import re # used to clean the data\n",
        "#to display the full text on the notebook without truncation\n",
        "pd.set_option('display.max_colwidth', 150)"
      ],
      "metadata": {
        "id": "H0jnuqsqCPIu"
      },
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "nltk.download('stopwords')\n",
        "nltk.download('punkt')\n",
        "stop_words = set(stopwords.words('english'))\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "LBRycIUUCqDS",
        "outputId": "ffc0d278-c3df-4959-eeb6-8c6e6d912de6"
      },
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[nltk_data] Downloading package stopwords to /root/nltk_data...\n",
            "[nltk_data]   Unzipping corpora/stopwords.zip.\n",
            "[nltk_data] Downloading package punkt to /root/nltk_data...\n",
            "[nltk_data]   Unzipping tokenizers/punkt.zip.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# **Data** **collection**\n",
        "![image.png](data:image/png;base64,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      ],
      "metadata": {
        "id": "NvpqCGRACuNu"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df = pd.read_csv('/content/Corona_NLP_test.csv')\n",
        "df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 831
        },
        "id": "rUjBG3OtCsFX",
        "outputId": "26a33d21-a826-47f1-ea0c-50a3737822f0"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "   UserName  ScreenName             Location     TweetAt  \\\n",
              "0         1       44953                  NYC  02-03-2020   \n",
              "1         2       44954          Seattle, WA  02-03-2020   \n",
              "2         3       44955                  NaN  02-03-2020   \n",
              "3         4       44956          Chicagoland  02-03-2020   \n",
              "4         5       44957  Melbourne, Victoria  03-03-2020   \n",
              "\n",
              "                                                                                                                                           OriginalTweet  \\\n",
              "0  TRENDING: New Yorkers encounter empty supermarket shelves (pictured, Wegmans in Brooklyn), sold-out online grocers (FoodKick, MaxDelivery) as #cor...   \n",
              "1  When I couldn't find hand sanitizer at Fred Meyer, I turned to #Amazon. But $114.97 for a 2 pack of Purell??!!Check out how  #coronavirus concerns...   \n",
              "2                                                                              Find out how you can protect yourself and loved ones from #coronavirus. ?   \n",
              "3  #Panic buying hits #NewYork City as anxious shoppers stock up on food&amp;medical supplies after #healthcare worker in her 30s becomes #BigApple 1...   \n",
              "4  #toiletpaper #dunnypaper #coronavirus #coronavirusaustralia #CoronaVirusUpdate #Covid_19 #9News  #Corvid19 #7NewsMelb #dunnypapergate #Costco    O...   \n",
              "\n",
              "            Sentiment  \n",
              "0  Extremely Negative  \n",
              "1            Positive  \n",
              "2  Extremely Positive  \n",
              "3            Negative  \n",
              "4             Neutral  "
            ],
            "text/html": [
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              "      <th></th>\n",
              "      <th>UserName</th>\n",
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              "      <td>NYC</td>\n",
              "      <td>02-03-2020</td>\n",
              "      <td>TRENDING: New Yorkers encounter empty supermarket shelves (pictured, Wegmans in Brooklyn), sold-out online grocers (FoodKick, MaxDelivery) as #cor...</td>\n",
              "      <td>Extremely Negative</td>\n",
              "    </tr>\n",
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              "      <td>44954</td>\n",
              "      <td>Seattle, WA</td>\n",
              "      <td>02-03-2020</td>\n",
              "      <td>When I couldn't find hand sanitizer at Fred Meyer, I turned to #Amazon. But $114.97 for a 2 pack of Purell??!!Check out how  #coronavirus concerns...</td>\n",
              "      <td>Positive</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>44955</td>\n",
              "      <td>NaN</td>\n",
              "      <td>02-03-2020</td>\n",
              "      <td>Find out how you can protect yourself and loved ones from #coronavirus. ?</td>\n",
              "      <td>Extremely Positive</td>\n",
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              "      <td>4</td>\n",
              "      <td>44956</td>\n",
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              "      <td>02-03-2020</td>\n",
              "      <td>#Panic buying hits #NewYork City as anxious shoppers stock up on food&amp;amp;medical supplies after #healthcare worker in her 30s becomes #BigApple 1...</td>\n",
              "      <td>Negative</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>5</td>\n",
              "      <td>44957</td>\n",
              "      <td>Melbourne, Victoria</td>\n",
              "      <td>03-03-2020</td>\n",
              "      <td>#toiletpaper #dunnypaper #coronavirus #coronavirusaustralia #CoronaVirusUpdate #Covid_19 #9News  #Corvid19 #7NewsMelb #dunnypapergate #Costco    O...</td>\n",
              "      <td>Neutral</td>\n",
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              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-144c676f-a6d1-408e-9418-2f93dcd3fff5 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-144c676f-a6d1-408e-9418-2f93dcd3fff5');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-a312b08e-5a04-463d-b7c0-111efc8a6177\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-a312b08e-5a04-463d-b7c0-111efc8a6177')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http:https://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-a312b08e-5a04-463d-b7c0-111efc8a6177 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 3798,\n  \"fields\": [\n    {\n      \"column\": \"UserName\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1096,\n        \"min\": 1,\n        \"max\": 3798,\n        \"num_unique_values\": 3798,\n        \"samples\": [\n          1071,\n          355,\n          882\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"ScreenName\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1096,\n        \"min\": 44953,\n        \"max\": 48750,\n        \"num_unique_values\": 3798,\n        \"samples\": [\n          46023,\n          45307,\n          45834\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Location\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 1717,\n        \"samples\": [\n          \"Ottawa, Canada\",\n          \"Lebanon\",\n          \"HousePriceMania\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"TweetAt\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 15,\n        \"samples\": [\n          \"11-03-2020\",\n          \"13-03-2020\",\n          \"02-03-2020\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"OriginalTweet\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3798,\n        \"samples\": [\n          \"At my local grocery store in New Hampshire... #coronavirus #Covid_19 #NationalEmergency https://t.co/AXuMBSfNU9\",\n          \"Seeing resellers sell masks, alcohols and other necessities in prices which are 5-15x more expensive compared to SRPs makes me wonder how can people be so heartless, insensitive, and opportunistic in these times of crisis. #COVID2019\",\n          \"Where did coronavirus come from, and where will it take us? An interview with Rob Wallace, author of Big Farms Make Big Flu\\r\\r\\n\\r\\r\\nhttps://t.co/Hqp68iu1iN https://t.co/dR4Ys2hCOy\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Sentiment\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 5,\n        \"samples\": [\n          \"Positive\",\n          \"Neutral\",\n          \"Extremely Positive\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 7
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [],
      "metadata": {
        "id": "p4NKW4LDCzOu"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        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)"
      ],
      "metadata": {
        "id": "9C2LHsZ6C0iN"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Initialize Porter stemmer\n",
        "stemmer = PorterStemmer()"
      ],
      "metadata": {
        "id": "Wh0iNkoxC43V"
      },
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def Stem_text(text):\n",
        "    tokens = word_tokenize(text)\n",
        "    stemmed_tokens = [stemmer.stem(word) for word in tokens]\n",
        "    # print (tokens)\n",
        "    return ' '.join(stemmed_tokens)\n",
        "\n",
        "def clean(text):\n",
        "   text = re.sub(r\"[\\.\\,\\#_\\|\\:\\?\\?\\/\\=\\@]\", \" \", text) # remove special characters\n",
        "   text = re.sub(r'\\t', ' ', text) # remove tabs\n",
        "   text = re.sub(r'\\n', ' ', text) # remove line jump\n",
        "   text = re.sub(r\"\\s+\", \" \", text) # remove extra white space\n",
        "   text = text.strip()\n",
        "   return text\n",
        "\n",
        "def remove_stopwords(text):\n",
        "    tokens = word_tokenize(text)\n",
        "    filtered_tokens = [word.lower() for word in tokens if word.lower() not in stop_words] #Lower is used to normalize al the words make them in lower case\n",
        "    # print('Tokens are:',tokens,'\\n')\n",
        "    return ' '.join(filtered_tokens)\n",
        "\n",
        "#we need to process the query also as we did for documents\n",
        "def preprocess(sentence):\n",
        "  sentence = clean(sentence)\n",
        "  sentence = remove_stopwords(sentence)\n",
        "  sentence = Stem_text(sentence)\n",
        "  return sentence"
      ],
      "metadata": {
        "id": "3uQf0IFHDmzs"
      },
      "execution_count": 6,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "res = df['OriginalTweet'].apply(preprocess)\n",
        "res"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "RRhfHNGsDuMm",
        "outputId": "4c414a9c-d181-4841-ef2f-9901b8cbef2d"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0       trend new yorker encount empti supermarket shelv ( pictur wegman brooklyn ) sold-out onlin grocer ( foodkick maxdeliveri ) coronavirus-fear shoppe...\n",
              "1                          could n't find hand sanit fred meyer turn amazon $ 114 97 2 pack purel ! ! check coronaviru concern drive price http co ygbipbflmi\n",
              "2                                                                                                                            find protect love one coronaviru\n",
              "3       panic buy hit newyork citi anxiou shopper stock food & amp ; medic suppli healthcar worker 30 becom bigappl 1st confirm coronaviru patient bloombe...\n",
              "4       toiletpap dunnypap coronaviru coronavirusaustralia coronavirusupd covid 19 9new corvid19 7newsmelb dunnypaperg costco one week everyon buy babi mi...\n",
              "                                                                                ...                                                                          \n",
              "3793                                                           meanwhil supermarket israel -- peopl danc sing togeth stay posit coronaviru http co vllqgi3r16\n",
              "3794                          panic buy lot non-perish item echo need food donat also look volunt pack box volunt screen sure n't covid-19 http co tst4vjhbu4\n",
              "3795                            asst prof econom cconc nbcphiladelphia talk recent research coronaviru ' impact economi watch ( start 33 ) http co 8tfynoro5l\n",
              "3796    gov need someth instead biar je rakyat assum 'lockdown ' ke even worst harini semua supermarket crowd like hell lagi mudah viru tu tersebar covid2019\n",
              "3797    forestandpap member commit safeti employe end-us monitor covid-19 rest assur tissu manufactur continu produc ship product http co qf6hclcaeq http ...\n",
              "Name: OriginalTweet, Length: 3798, dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Indexing\n",
        "![image.png](data:image/png;base64,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)"
      ],
      "metadata": {
        "id": "vSxmpCjxEaW7"
      }
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "z_aCUFtkF1uj"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df['docno'] = df[\"ScreenName\"].astype(str)\n",
        "pd_indexer = pt.DFIndexer(\"./pd_index1\")\n",
        "indexref = pd_indexer.index(df[\"OriginalTweet\"], df[\"docno\"])"
      ],
      "metadata": {
        "id": "CdDfHvh8EXjb"
      },
      "execution_count": 13,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "index = pt.IndexFactory.of(indexref)"
      ],
      "metadata": {
        "id": "cuFQ9p39GIAM"
      },
      "execution_count": 14,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "word_to_documents = {}\n",
        "\n",
        "inv = index.getInvertedIndex()\n",
        "meta = index.getMetaIndex()\n",
        "\n",
        "for kv in index.getLexicon():\n",
        "    term = kv.getKey()\n",
        "    pointer = index.getLexicon()[term]\n",
        "    doc_ids = []\n",
        "    for posting in inv.getPostings(pointer):\n",
        "        docno = meta.getItem(\"docno\", posting.getId())\n",
        "        doc_ids.append(docno)\n",
        "\n",
        "    word_to_documents[term] = doc_ids\n",
        "\n",
        "for term, doc_ids in word_to_documents.items():\n",
        "    print(\"%s -> %s (%d occurrences)\" % (term, doc_ids, len(doc_ids)))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_X_EUmfFGLzz",
        "outputId": "3f57239f-c627-404c-e2d8-1ba1aa2c1bf3"
      },
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "live -> ['44961', '44972', '44988', '45073', '45102', '45127', '45152', '45161', '45180', '45209', '45224', '45311', '45319', '45394', '45403', '45519', '45525', '45641', '45642', '45648', '45657', '45670', '45681', '45703', '45727', '45737', '45741', '45760', '45784', '45802', '45805', '45899', '45939', '45955', '46138', '46152', '46207', '46247', '46257', '46379', '46424', '46442', '46449', '46515', '46541', '46574', '46576', '46687', '46692', '46716', '46835', '46913', '46933', '46953', '46957', '46976', '46979', '47011', '47071', '47135', '47160', '47169', '47179', '47193', '47218', '47257', '47308', '47311', '47372', '47437', '47471', '47560', '47584', '47706', '47729', '47785', '47828', '47830', '47841', '47882', '47916', '47921', '47969', '48018', '48080', '48122', '48165', '48173', '48182', '48218', '48371', '48405', '48439', '48455', '48482', '48536', '48674'] (97 occurrences)\n",
            "liveabl -> ['47106'] (1 occurrences)\n",
            "livelihood -> ['47473', '47917'] (2 occurrences)\n",
            "livinginchina -> ['47606'] (1 occurrences)\n",
            "lixikjmpst -> ['46471'] (1 occurrences)\n",
            "lizard -> ['45422'] (1 occurrences)\n",
            "lizmalafront -> ['47726'] (1 occurrences)\n",
            "lj9rwtywxm -> ['46310'] (1 occurrences)\n",
            "ljgendckfg -> ['46426'] (1 occurrences)\n",
            "ljwunenocb -> ['48347'] (1 occurrences)\n",
            "ljy0u2b0pf -> ['45244'] (1 occurrences)\n",
            "lka -> ['45574', '46751', '47023'] (3 occurrences)\n",
            "lkmsscwqc4 -> ['48221'] (1 occurrences)\n",
            "ll -> ['45144', '45165', '45212', '45217', '45227', '45282', '45402', '45405', '45434', '45454', '45484', '45575', '45674', '45687', '45730', '45821', '45832', '45846', '45903', '45960', '45988', '46035', '46039', '46072', '46079', '46105', '46168', '46209', '46232', '46343', '46344', '46373', '46378', '46444', '46448', '46454', '46458', '46495', '46506', '46519', '46547', '46722', '46726', '46779', '46782', '46823', '46834', '46990', '46995', '47042', '47051', '47138', '47222', '47227', '47258', '47279', '47288', '47298', '47351', '47421', '47434', '47456', '47514', '47515', '47590', '47720', '47731', '47746', '47809', '47819', '47829', '47859', '47941', '47944', '47967', '48047', '48065', '48067', '48129', '48136', '48145', '48165', '48178', '48192', '48199', '48242', '48291', '48337', '48350', '48582', '48603'] (91 occurrences)\n",
            "ll0mjt2gkn -> ['47550'] (1 occurrences)\n",
            "llama -> ['47522'] (1 occurrences)\n",
            "llc7eudmgq -> ['46008'] (1 occurrences)\n",
            "llca2eoejq -> ['48618'] (1 occurrences)\n",
            "llcdpwihy8 -> ['47448'] (1 occurrences)\n",
            "llorando -> ['47336'] (1 occurrences)\n",
            "llorent -> ['45060'] (1 occurrences)\n",
            "lm9xghj3qa -> ['45502'] (1 occurrences)\n",
            "lmao -> ['46471', '46570', '46834'] (3 occurrences)\n",
            "lmdxffy5hx -> ['47995'] (1 occurrences)\n",
            "lme -> ['45617'] (1 occurrences)\n",
            "lmfaooo -> ['46750'] (1 occurrences)\n",
            "lmjwbsy4xu -> ['47489'] (1 occurrences)\n",
            "lmk -> ['46296', '47687'] (2 occurrences)\n",
            "ln -> ['45298'] (1 occurrences)\n",
            "lng -> ['45013'] (1 occurrences)\n",
            "lnsm -> ['45740'] (1 occurrences)\n",
            "lo -> ['44958', '44980', '47159', '47263'] (4 occurrences)\n",
            "lo4xlvhrgr -> ['45498'] (1 occurrences)\n",
            "load -> ['45589', '45774', '45812', '46197', '46209', '46265', '46395', '46417', '46901', '47443', '47490', '47622', '47832', '47928', '48142', '48294', '48349', '48707'] (18 occurrences)\n",
            "loaf -> ['45237', '48654'] (2 occurrences)\n",
            "loag -> ['48222'] (1 occurrences)\n",
            "loan -> ['45770', '46455', '46498', '46584', '47014', '47686'] (6 occurrences)\n",
            "loav -> ['46739', '47192'] (2 occurrences)\n",
            "lobbi -> ['47494'] (1 occurrences)\n",
            "lobbyist -> ['44967'] (1 occurrences)\n",
            "loblaw -> ['46747', '47238'] (2 occurrences)\n",
            "loblawco -> ['46322'] (1 occurrences)\n",
            "loblawson -> ['46206', '46679'] (2 occurrences)\n",
            "lobster -> ['46962'] (1 occurrences)\n",
            "loc -> ['47318'] (1 occurrences)\n",
            "local -> ['44970', '44981', '45022', '45060', '45075', '45090', '45144', '45150', '45156', '45172', '45187', '45193', '45214', '45247', '45255', '45256', '45271', '45288', '45291', '45312', '45318', '45330', '45345', '45361', '45363', '45373', '45384', '45397', '45434', '45436', '45452', '45457', '45462', '45479', '45512', '45539', '45565', '45570', '45572', '45619', '45625', '45637', '45665', '45668', '45700', '45709', '45718', '45751', '45787', '45792', '45815', '45828', '45831', '45849', '45855', '45860', '45883', '45915', '45917', '45924', '45942', '45952', '45974', '45986', '45990', '46002', '46015', '46023', '46047', '46065', '46066', '46075', '46083', '46084', '46088', '46146', '46165', '46172', '46173', '46175', '46184', '46195', '46196', '46228', '46235', '46239', '46256', '46260', '46265', '46278', '46293', '46294', '46332', '46354', '46373', '46390', '46402', '46419', '46420', '46427', '46435', '46446', '46456', '46467', '46476', '46477', '46542', '46555', '46570', '46576', '46597', '46615', '46622', '46623', '46636', '46638', '46654', '46687', '46690', '46713', '46728', '46755', '46778', '46780', '46787', '46794', '46806', '46811', '46823', '46849', '46865', '46870', '46876', '46888', '46926', '46942', '46962', '46965', '46972', '46989', '46993', '47008', '47016', '47024', '47041', '47042', '47055', '47058', '47063', '47081', '47089', '47125', '47141', '47143', '47177', '47223', '47241', '47244', '47255', '47264', '47273', '47283', '47326', '47341', '47345', '47360', '47374', '47410', '47413', '47448', '47449', '47465', '47466', '47475', '47502', '47514', '47517', '47553', '47585', '47589', '47602', '47657', '47669', '47713', '47726', '47795', '47819', '47848', '47850', '47851', '47856', '47858', '47952', '47959', '47985', '47997', '48016', '48023', '48024', '48051', '48058', '48093', '48101', '48117', '48141', '48144', '48158', '48180', '48181', '48211', '48224', '48239', '48249', '48259', '48287', '48323', '48333', '48335', '48343', '48378', '48379', '48385', '48387', '48402', '48444', '48466', '48471', '48474', '48475', '48503', '48508', '48515', '48531', '48552', '48559', '48568', '48601', '48602', '48633', '48645', '48670'] (241 occurrences)\n",
            "localbusi -> ['46993'] (1 occurrences)\n",
            "locat -> ['45050', '45675', '46013', '46057', '46113', '47202', '47252', '47404', '47469', '47484', '47537', '47769', '47840', '48388', '48434', '48520', '48551', '48608', '48725'] (19 occurrences)\n",
            "lock -> ['45069', '45239', '45462', '45867', '45978', '46074', '46286', '46506', '47790', '47866', '47896', '48661'] (12 occurrences)\n",
            "lockdown -> ['45081', '45172', '45252', '45255', '45269', '45296', '45411', '45463', '45481', '45484', '45488', '45552', '45559', '45583', '45682', '45689', '45698', '45705', '45750', '45752', '45768', '45810', '45822', '45865', '45888', '45891', '45892', '45900', '45912', '45943', '45948', '46033', '46156', '46213', '46247', '46272', '46320', '46348', '46458', '46463', '46634', '46670', '46811', '46839', '46861', '46892', '46966', '46967', '47053', '47113', '47152', '47166', '47179', '47203', '47413', '47474', '47625', '47670', '47674', '47706', '47749', '47750', '47775', '47872', '47900', '48137', '48208', '48289', '48416', '48452', '48521', '48614', '48691', '48749'] (74 occurrences)\n",
            "lockdownmalaysia -> ['48691'] (1 occurrences)\n",
            "locksouthafricadown -> ['47910'] (1 occurrences)\n",
            "locust -> ['46814', '46858', '47483', '47953'] (4 occurrences)\n",
            "logic -> ['45596'] (1 occurrences)\n",
            "logicsayz -> ['48228'] (1 occurrences)\n",
            "logist -> ['45278', '46318', '47592', '47948', '48469'] (5 occurrences)\n",
            "lol -> ['45458', '45899', '46027', '46075', '46231', '46334', '46538', '47087', '47172', '47200', '47317', '47427', '47571', '47615', '47913', '48133', '48307'] (17 occurrences)\n",
            "lollyscupcakeri -> ['47538'] (1 occurrences)\n",
            "lonavala -> ['47309'] (1 occurrences)\n",
            "london -> ['45241', '45633', '45733', '46490', '47207', '47626', '48011', '48280', '48329', '48331', '48428', '48636'] (12 occurrences)\n",
            "londonstockexchang -> ['46213'] (1 occurrences)\n",
            "lone -> ['45375', '45804', '47156'] (3 occurrences)\n",
            "loneli -> ['45375', '45982'] (2 occurrences)\n",
            "long -> ['45024', '45120', '45135', '45208', '45321', '45382', '45390', '45407', '45420', '45534', '45589', '45624', '45665', '45692', '45760', '45767', '45778', '45808', '45832', '45913', '45954', '45981', '46035', '46042', '46054', '46103', '46105', '46113', '46116', '46175', '46282', '46312', '46327', '46332', '46391', '46398', '46429', '46433', '46518', '46575', '46645', '46678', '46695', '46741', '46753', '46765', '46857', '46922', '46935', '46944', '46985', '47027', '47029', '47063', '47094', '47195', '47200', '47201', '47263', '47325', '47450', '47497', '47586', '47607', '47638', '47652', '47668', '47681', '47789', '47843', '47884', '47896', '47901', '47902', '47909', '47929', '47954', '48110', '48115', '48116', '48126', '48280', '48352', '48356', '48428', '48438', '48488', '48737'] (88 occurrences)\n",
            "longer -> ['45196', '45409', '45519', '45700', '46039', '46174', '46335', '46954', '47304', '47459', '47470', '47558', '48117', '48413', '48414'] (15 occurrences)\n",
            "longhorn -> ['47748'] (1 occurrences)\n",
            "longisland -> ['47437'] (1 occurrences)\n",
            "loo -> ['45669', '45748', '45964', '46012', '46437', '46755', '47348', '47645', '47726', '47850', '47920', '48011', '48260', '48268', '48571'] (15 occurrences)\n",
            "look -> ['44958', '44961', '45001', '45044', '45097', '45105', '45108', '45120', '45196', '45198', '45205', '45265', '45320', '45349', '45378', '45384', '45400', '45438', '45461', '45540', '45635', '45637', '45646', '45647', '45663', '45676', '45713', '45736', '45772', '45774', '45828', '45842', '45859', '45908', '45936', '45956', '45959', '45982', '45994', '46011', '46016', '46034', '46039', '46048', '46050', '46060', '46134', '46137', '46158', '46169', '46203', '46210', '46220', '46247', '46251', '46273', '46274', '46303', '46325', '46332', '46396', '46397', '46461', '46479', '46483', '46486', '46491', '46520', '46564', '46636', '46706', '46727', '46745', '46751', '46761', '46763', '46782', '46788', '46799', '46808', '46810', '46904', '46914', '46938', '47086', '47244', '47282', '47295', '47342', '47378', '47409', '47598', '47602', '47624', '47652', '47679', '47691', '47706', '47760', '47789', '47819', '47836', '47843', '47851', '47859', '47875', '47919', '47964', '48025', '48163', '48193', '48194', '48195', '48245', '48254', '48417', '48420', '48598', '48625', '48659', '48690', '48708', '48734', '48747'] (124 occurrences)\n",
            "lookin -> ['45580'] (1 occurrences)\n",
            "lookout -> ['45182'] (1 occurrences)\n",
            "loom -> ['46067', '46175', '48357'] (3 occurrences)\n",
            "loona -> ['45627'] (1 occurrences)\n",
            "looni -> ['46185'] (1 occurrences)\n",
            "loop -> ['47368'] (1 occurrences)\n",
            "loorollshortag -> ['46985'] (1 occurrences)\n",
            "loos -> ['46335', '48454', '48653'] (3 occurrences)\n",
            "loot -> ['45384', '46358', '46661', '47871', '48734'] (5 occurrences)\n",
            "lopesinsight -> ['46593'] (1 occurrences)\n",
            "lord -> ['45069', '45541', '47565', '48168'] (4 occurrences)\n",
            "lordhavemerci -> ['46838'] (1 occurrences)\n",
            "lordofthefli -> ['47013'] (1 occurrences)\n",
            "lorriehartshorn -> ['48614'] (1 occurrences)\n",
            "losangel -> ['45954', '47698', '47754', '48703'] (4 occurrences)\n",
            "loschicosgso -> ['46824'] (1 occurrences)\n",
            "lose -> ['45002', '45034', '45062', '45136', '45210', '45376', '45536', '45854', '46079', '46158', '46426', '46658', '46826', '47407', '47473', '47608', '47686', '47709', '47871', '47910', '48592'] (21 occurrences)\n",
            "loser -> ['48480'] (1 occurrences)\n",
            "loss -> ['45637', '45832', '45988', '46079', '47558', '47670', '48161'] (7 occurrences)\n",
            "lost -> ['44975', '45334', '45670', '45802', '46370', '46448', '46761', '46811', '46820', '46877', '47410', '47751', '47860', '47979', '48259', '48306', '48381', '48402', '48510'] (19 occurrences)\n",
            "lotion -> ['45005', '46592', '48581'] (3 occurrences)\n",
            "lotoxa1lot -> ['47588'] (1 occurrences)\n",
            "lotta -> ['45280'] (1 occurrences)\n",
            "lotteri -> ['47019'] (1 occurrences)\n",
            "lotto -> ['46755'] (1 occurrences)\n",
            "louder -> ['45525'] (1 occurrences)\n",
            "loudspeak -> ['46380'] (1 occurrences)\n",
            "louisianagov -> ['47543'] (1 occurrences)\n",
            "louisvuitton -> ['45111'] (1 occurrences)\n",
            "loungewear -> ['48407'] (1 occurrences)\n",
            "love -> ['44955', '44975', '45138', '45140', '45362', '45366', '45543', '45713', '45962', '46094', '46227', '46262', '46336', '46348', '46360', '46450', '46452', '46526', '46857', '46859', '46961', '47117', '47152', '47193', '47253', '47996', '48025', '48123', '48151', '48181', '48216', '48247', '48263', '48272', '48319', '48438', '48655', '48739'] (38 occurrences)\n",
            "loveeachoth -> ['45758'] (1 occurrences)\n",
            "lover -> ['48465'] (1 occurrences)\n",
            "low -> ['44963', '45013', '45024', '45028', '45042', '45071', '45220', '45221', '45229', '45235', '45491', '45492', '45542', '45570', '45642', '45693', '45786', '45900', '45936', '45953', '46122', '46156', '46185', '46303', '46327', '46404', '46428', '46434', '46487', '46505', '46530', '46534', '46568', '46577', '46584', '46593', '46708', '46716', '46763', '46785', '46791', '46821', '46867', '46895', '46934', '47042', '47058', '47212', '47268', '47334', '47365', '47439', '47500', '47694', '47876', '47989', '48073', '48152', '48373', '48674', '48688', '48699', '48728'] (63 occurrences)\n",
            "lower -> ['45016', '45085', '45250', '45382', '45499', '45651', '45717', '45722', '45795', '45836', '45894', '45930', '46078', '46235', '46442', '46571', '46576', '46598', '46650', '46669', '46677', '46803', '46845', '46909', '47022', '47144', '47722', '47745', '47828', '48218', '48219', '48346', '48732'] (33 occurrences)\n",
            "lowest -> ['45309', '45941', '46401'] (3 occurrences)\n",
            "lowgaspric -> ['46937'] (1 occurrences)\n",
            "lowlif -> ['48054'] (1 occurrences)\n",
            "loyal -> ['47963'] (1 occurrences)\n",
            "loyalti -> ['48629'] (1 occurrences)\n",
            "loyolacb -> ['48306'] (1 occurrences)\n",
            "loyolamba -> ['48306'] (1 occurrences)\n",
            "lozeng -> ['45005', '48581'] (2 occurrences)\n",
            "lp2lwu4fi0 -> ['45198'] (1 occurrences)\n",
            "lpsc -> ['48591'] (1 occurrences)\n",
            "lpybjsqulx -> ['45183'] (1 occurrences)\n",
            "lqe9wxbw6d -> ['46046'] (1 occurrences)\n",
            "lrt -> ['47127'] (1 occurrences)\n",
            "ls66kgksl -> ['46399'] (1 occurrences)\n",
            "lsarsour -> ['46278'] (1 occurrences)\n",
            "lshnagih21 -> ['46868'] (1 occurrences)\n",
            "lstarleg -> ['46938'] (1 occurrences)\n",
            "ltcg -> ['46771'] (1 occurrences)\n",
            "ltd -> ['44975'] (1 occurrences)\n",
            "lube -> ['47099'] (1 occurrences)\n",
            "luca -> ['45152'] (1 occurrences)\n",
            "luci -> ['45954'] (1 occurrences)\n",
            "luciferthought -> ['45538'] (1 occurrences)\n",
            "luck -> ['44966', '45065', '45904', '46071', '46091', '46216', '46476', '46482', '46530', '47348', '47532', '48734'] (12 occurrences)\n",
            "lucki -> ['45006', '45975', '46207', '46266', '46456', '47567', '48717'] (7 occurrences)\n",
            "luckili -> ['45318', '46456', '46834', '47432', '47790', '48468', '48614', '48705'] (8 occurrences)\n",
            "ludicr -> ['46491'] (1 occurrences)\n",
            "lue -> ['48071'] (1 occurrences)\n",
            "lugar -> ['45768'] (1 occurrences)\n",
            "luggag -> ['46749'] (1 occurrences)\n",
            "luinnxkari -> ['46414'] (1 occurrences)\n",
            "luke -> ['48057'] (1 occurrences)\n",
            "lukem0sg6q -> ['46337'] (1 occurrences)\n",
            "lull -> ['46174'] (1 occurrences)\n",
            "luluhyperkw -> ['47704'] (1 occurrences)\n",
            "lululemon -> ['47811', '48468'] (2 occurrences)\n",
            "lump -> ['45253'] (1 occurrences)\n",
            "lunch -> ['45160', '45314', '45893', '46252', '46301', '46429', '46612', '47603'] (8 occurrences)\n",
            "lunchtim -> ['46984'] (1 occurrences)\n",
            "lung -> ['45739', '46288', '46662', '46711'] (4 occurrences)\n",
            "lure -> ['48575'] (1 occurrences)\n",
            "lush -> ['47811', '48593', '48594'] (3 occurrences)\n",
            "lushcosmet -> ['47963'] (1 occurrences)\n",
            "luxembourg -> ['46178'] (1 occurrences)\n",
            "luxuri -> ['44970', '45111', '45426', '46928', '47072', '48181'] (6 occurrences)\n",
            "lvejo -> ['46489'] (1 occurrences)\n",
            "lvjb447oi9 -> ['46924'] (1 occurrences)\n",
            "lvmh -> ['48233'] (1 occurrences)\n",
            "lvuiiofxy6 -> ['47486'] (1 occurrences)\n",
            "lwivw9qgjl -> ['48345'] (1 occurrences)\n",
            "lwjuswvc1b -> ['45879'] (1 occurrences)\n",
            "lwqtkgcdsl -> ['48677'] (1 occurrences)\n",
            "lx7omtwfxg -> ['47708'] (1 occurrences)\n",
            "lxmjlyvzao -> ['46370'] (1 occurrences)\n",
            "lxn4infy2j -> ['48621'] (1 occurrences)\n",
            "lxrz7sk7z -> ['46076'] (1 occurrences)\n",
            "lymphat -> ['46711'] (1 occurrences)\n",
            "lyon -> ['48558'] (1 occurrences)\n",
            "lysol -> ['45088', '45226', '45352', '45357', '45720', '46265', '46285', '46661', '46740', '46843', '47138', '47453', '47568', '48202'] (14 occurrences)\n",
            "lz45s5f5je -> ['46922'] (1 occurrences)\n",
            "lzvdwlccao -> ['47336'] (1 occurrences)\n",
            "m0nlmwnbx7 -> ['47161'] (1 occurrences)\n",
            "m0qzgqhuce -> ['47012'] (1 occurrences)\n",
            "m0vkpn55qp -> ['47115'] (1 occurrences)\n",
            "m2id6u42dr -> ['48686'] (1 occurrences)\n",
            "m2mad -> ['47900'] (1 occurrences)\n",
            "m2shhi1tn0 -> ['44967'] (1 occurrences)\n",
            "m3gcsdacd0 -> ['48419'] (1 occurrences)\n",
            "m6m2hofqmk -> ['45989'] (1 occurrences)\n",
            "m8cvnxidr0 -> ['46631'] (1 occurrences)\n",
            "m9bqtgtsxv -> ['45389'] (1 occurrences)\n",
            "m9kowrghmr -> ['45497'] (1 occurrences)\n",
            "ma -> ['46228', '46274', '46776', '47082'] (4 occurrences)\n",
            "maaninkavaara -> ['47581'] (1 occurrences)\n",
            "mac -> ['45598'] (1 occurrences)\n",
            "macco -> ['47091'] (1 occurrences)\n",
            "machet -> ['45579'] (1 occurrences)\n",
            "machin -> ['45357', '46597', '48480'] (3 occurrences)\n",
            "maci -> ['47469'] (1 occurrences)\n",
            "macron -> ['48499'] (1 occurrences)\n",
            "mad -> ['45429', '45491', '45541', '45658', '45709', '45866', '45935', '46107', '46392', '46423', '46444', '46496', '46565', '46581', '46629', '46688', '46744', '46816', '46971', '47325', '47545', '47582', '47716', '48004', '48103', '48127', '48260', '48270', '48541', '48651'] (30 occurrences)\n",
            "maddow -> ['47705'] (1 occurrences)\n",
            "maddowblog -> ['46930'] (1 occurrences)\n",
            "maddysyn -> ['46796'] (1 occurrences)\n",
            "made -> ['44968', '44992', '45004', '45034', '45085', '45196', '45618', '45665', '45666', '45685', '45739', '45873', '45911', '45971', '46061', '46195', '46200', '46256', '46287', '46639', '46670', '46803', '46863', '46868', '47006', '47052', '47211', '47274', '47319', '47453', '47454', '47484', '47537', '47565', '47680', '47817', '47855', '47869', '48012', '48033', '48080', '48124', '48216', '48265', '48350', '48444', '48510', '48722', '48731'] (49 occurrences)\n",
            "madhous -> ['46735'] (1 occurrences)\n",
            "madina -> ['45769'] (1 occurrences)\n",
            "madison -> ['45708', '47399'] (2 occurrences)\n",
            "madrid -> ['45232', '46115'] (2 occurrences)\n",
            "maduu -> ['46713'] (1 occurrences)\n",
            "mag -> ['46032', '48535'] (2 occurrences)\n",
            "maga -> ['45706', '46926', '47050', '47181', '47694'] (5 occurrences)\n",
            "maggi -> ['46100'] (1 occurrences)\n",
            "maggiorment -> ['46776'] (1 occurrences)\n",
            "magic -> ['47118'] (1 occurrences)\n",
            "magnitud -> ['47478'] (1 occurrences)\n",
            "magve9bsn6 -> ['46977'] (1 occurrences)\n",
            "mai -> ['44971', '44978', '44983', '45028', '45062', '45189', '45207', '45214', '45221', '45238', '45302', '45367', '45509', '45517', '45524', '45667', '45688', '45696', '45726', '45752', '45768', '45842', '45845', '45917', '45939', '45991', '45993', '46084', '46130', '46147', '46148', '46202', '46254', '46376', '46404', '46419', '46468', '46491', '46502', '46504', '46550', '46577', '46603', '46657', '46710', '46773', '46896', '46985', '46986', '47115', '47156', '47185', '47256', '47317', '47325', '47327', '47344', '47345', '47357', '47361', '47418', '47521', '47554', '47747', '47835', '47871', '47903', '47930', '47972', '48026', '48043', '48079', '48107', '48116', '48137', '48214', '48218', '48219', '48238', '48326', '48400', '48428', '48453', '48487', '48508', '48552', '48573', '48601', '48606', '48672'] (90 occurrences)\n",
            "mail -> ['45871', '46302', '46442', '46970', '47355', '47916', '48545'] (7 occurrences)\n",
            "main -> ['45776', '48112'] (2 occurrences)\n",
            "mainli -> ['46318', '47634'] (2 occurrences)\n",
            "maintain -> ['45193', '46600', '46792', '46928', '47234', '47289'] (6 occurrences)\n",
            "mainten -> ['47826'] (1 occurrences)\n",
            "maiz -> ['46103'] (1 occurrences)\n",
            "majest -> ['48094'] (1 occurrences)\n",
            "majeur -> ['45013', '45477', '47919'] (3 occurrences)\n",
            "major -> ['45001', '45111', '45371', '45459', '45501', '45586', '45644', '45670', '45677', '45727', '46311', '46457', '46615', '46705', '46757', '46980', '47229', '47231', '47252', '47325', '47938', '47953', '48228', '48418', '48437', '48501', '48538', '48600', '48647'] (29 occurrences)\n",
            "makati -> ['45120'] (1 occurrences)\n",
            "make -> ['45198', '45230', '45295', '45306', '45307', '45309', '45312', '45324', '45406', '45500', '45508', '45626', '45654', '45660', '45769', '45791', '45975', '46124', '46129', '46179', '46190', '46227', '46369', '46452', '46459', '46582', '46617', '46757', '46797', '46844', '46989', '46997', '47123', '47168', '47184', '47259', '47261', '47358', '47381', '47388', '47515', '47541', '47651', '47656', '47706', '47718', '47742', '47883', '47887', '47931', '47961', '47980', '48008', '48123', '48153', '48168', '48181', '48342', '48357', '48506', '48541', '48625', '48671', '48708', '48711', '48734'] (66 occurrences)\n",
            "makeamericasafeagain -> ['48296'] (1 occurrences)\n",
            "makemoneyonlin -> ['48625'] (1 occurrences)\n",
            "makeup -> ['47852', '48303'] (2 occurrences)\n",
            "makro -> ['48009'] (1 occurrences)\n",
            "malais -> ['45445'] (1 occurrences)\n",
            "malala -> ['45243'] (1 occurrences)\n",
            "malaria -> ['46621', '48723'] (2 occurrences)\n",
            "malaysia -> ['48061', '48452', '48672', '48692'] (4 occurrences)\n",
            "malaysialockdown -> ['48691'] (1 occurrences)\n",
            "malaysian -> ['48665'] (1 occurrences)\n",
            "malefactor -> ['48355'] (1 occurrences)\n",
            "malign -> ['46917', '47646'] (2 occurrences)\n",
            "mall -> ['45459', '45481', '45600', '46149', '46576', '46891', '46930', '47441', '47462', '47551', '47691', '47771', '48193', '48194', '48195', '48528', '48530', '48619', '48710'] (19 occurrences)\n",
            "malnutrit -> ['47746'] (1 occurrences)\n",
            "malwar -> ['46998'] (1 occurrences)\n",
            "mama -> ['47130'] (1 occurrences)\n",
            "mamafooc -> ['47441'] (1 occurrences)\n",
            "man -> ['45331', '45370', '45702', '45779', '45828', '45894', '45931', '46126', '46273', '46274', '46377', '46392', '46425', '46465', '46855', '46906', '47415', '47534', '47548', '47789', '48005', '48260', '48350', '48438', '48490', '48545', '48562', '48588'] (28 occurrences)\n",
            "manag -> ['45140', '45226', '45515', '45571', '45713', '45890', '45961', '46159', '46380', '46406', '46623', '46842', '47343', '47526', '47578', '47709', '47730', '47934', '47951', '48117', '48356', '48369', '48415', '48472', '48619', '48696'] (26 occurrences)\n",
            "manchest -> ['45022'] (1 occurrences)\n",
            "manchurian -> ['45276', '45317', '45613'] (3 occurrences)\n",
            "mandalaysamui -> ['46064'] (1 occurrences)\n",
            "mandat -> ['46963', '47622', '48528'] (3 occurrences)\n",
            "mandatori -> ['45856', '46458', '48115'] (3 occurrences)\n",
            "mandau -> ['46032'] (1 occurrences)\n",
            "mango -> ['46385'] (1 occurrences)\n",
            "mangoesaregood -> ['46385'] (1 occurrences)\n",
            "mania -> ['47338'] (1 occurrences)\n",
            "maniac -> ['46644', '47861', '47878'] (3 occurrences)\n",
            "manila -> ['45069', '45120', '45414', '45481', '45682', '45810', '46032', '46033', '46967', '47462'] (10 occurrences)\n",
            "manipul -> ['45521', '48397'] (2 occurrences)\n",
            "mankind -> ['47018'] (1 occurrences)\n",
            "manner -> ['46771'] (1 occurrences)\n",
            "mansion -> ['47460'] (1 occurrences)\n",
            "manufactur -> ['45026', '45197', '45201', '45252', '45617', '45618', '46156', '46249', '46393', '46475', '46650', '47012', '47901', '47951', '48077', '48437', '48696', '48750'] (18 occurrences)\n",
            "manylovedoneswilldi -> ['47207'] (1 occurrences)\n",
            "map -> ['45623', '48371', '48439'] (3 occurrences)\n",
            "mapbox -> ['45623'] (1 occurrences)\n",
            "mar -> ['46017', '47346', '47764', '47773', '48254', '48588'] (6 occurrences)\n",
            "maralagoviru -> ['47209', '47950'] (2 occurrences)\n",
            "maram -> ['48062'] (1 occurrences)\n",
            "marc -> ['45263'] (1 occurrences)\n",
            "marc0polomint -> ['47100'] (1 occurrences)\n",
            "march -> ['45050', '45114', '45263', '45429', '45701', '45818', '45880', '46034', '46321', '46389', '46442', '46535', '46697', '46947', '47132', '47144', '47346', '47371', '47381', '47460', '47462', '47667', '47679', '47689', '47763', '47978', '48014', '48028', '48226', '48274', '48297', '48320', '48352', '48359', '48360', '48437', '48447', '48452', '48520', '48570', '48591', '48667', '48725', '48729'] (44 occurrences)\n",
            "marchmad -> ['45706'] (1 occurrences)\n",
            "marchsad -> ['47050'] (1 occurrences)\n",
            "marcia -> ['48605'] (1 occurrences)\n",
            "marcushjohnson -> ['46455'] (1 occurrences)\n",
            "margarin -> ['45189'] (1 occurrences)\n",
            "margin -> ['47074'] (1 occurrences)\n",
            "marguerit -> ['47623'] (1 occurrences)\n",
            "marhabaqatar -> ['46607'] (1 occurrences)\n",
            "mari -> ['44972', '45287', '45323'] (3 occurrences)\n",
            "mariachi -> ['47791'] (1 occurrences)\n",
            "mariannahunt5 -> ['47658'] (1 occurrences)\n",
            "marin -> ['45188'] (1 occurrences)\n",
            "marionnestl -> ['45091'] (1 occurrences)\n",
            "mark -> ['45256', '46454', '46996', '47502', '48062'] (5 occurrences)\n",
            "markbodoano -> ['45296'] (1 occurrences)\n",
            "market -> ['44985', '44995', '44997', '45024', '45030', '45052', '45083', '45085', '45122', '45131', '45145', '45198', '45263', '45269', '45293', '45304', '45335', '45354', '45367', '45417', '45429', '45454', '45501', '45547', '45576', '45597', '45602', '45606', '45629', '45632', '45648', '45684', '45696', '45716', '45815', '45823', '45836', '45859', '45867', '45888', '45899', '45900', '45935', '45938', '45941', '45968', '46013', '46018', '46029', '46111', '46148', '46185', '46257', '46331', '46370', '46375', '46380', '46399', '46404', '46407', '46409', '46454', '46495', '46498', '46560', '46566', '46584', '46593', '46598', '46624', '46677', '46730', '46763', '46780', '46784', '46804', '46809', '46842', '46847', '46902', '46918', '46982', '46989', '47209', '47265', '47333', '47343', '47355', '47407', '47462', '47474', '47480', '47551', '47569', '47659', '47660', '47670', '47713', '47737', '47738', '47773', '47813', '47843', '47853', '47910', '47933', '47953', '47976', '47992', '48030', '48032', '48073', '48185', '48218', '48219', '48221', '48228', '48268', '48394', '48467', '48469', '48471', '48477', '48510', '48514', '48568', '48595', '48629', '48637', '48706'] (130 occurrences)\n",
            "marketcrash -> ['46056', '46396'] (2 occurrences)\n",
            "marketcrash2020 -> ['46396'] (1 occurrences)\n",
            "marketplac -> ['45111', '45495', '47676', '47948'] (4 occurrences)\n",
            "markpoloncarz -> ['48206'] (1 occurrences)\n",
            "marri -> ['48438'] (1 occurrences)\n",
            "marshal -> ['46906'] (1 occurrences)\n",
            "mart -> ['45676', '46870', '48322'] (3 occurrences)\n",
            "martha -> ['45092'] (1 occurrences)\n",
            "martial -> ['45682', '47900'] (2 occurrences)\n",
            "martinsmith02 -> ['45785'] (1 occurrences)\n",
            "marwilliamson -> ['45521'] (1 occurrences)\n",
            "maryland -> ['45186', '46162', '47019', '48744', '48745'] (5 occurrences)\n",
            "mask -> ['44960', '44961', '44964', '44978', '45008', '45063', '45073', '45169', '45195', '45197', '45237', '45243', '45265', '45307', '45308', '45444', '45470', '45481', '45504', '45524', '45586', '45661', '45739', '45742', '45753', '45807', '45866', '45908', '45926', '45984', '45987', '46032', '46041', '46132', '46134', '46210', '46224', '46337', '46338', '46369', '46412', '46413', '46486', '46538', '46650', '46697', '46721', '46842', '46901', '46907', '46917', '46996', '47007', '47060', '47109', '47167', '47168', '47188', '47309', '47340', '47341', '47377', '47391', '47392', '47434', '47497', '47588', '47646', '47653', '47832', '47838', '47842', '47970', '48033', '48235', '48336', '48357', '48416', '48467', '48544', '48598', '48626', '48637', '48638', '48665', '48738'] (86 occurrences)\n",
            "maslow -> ['47818'] (1 occurrences)\n",
            "mass -> ['45180', '45414', '45482', '45662', '45756', '45999', '46002', '46115', '46120', '46179', '46180', '46189', '46291', '46432', '46590', '46625', '46638', '46678', '47330', '47384', '47446', '47561', '47625', '47714', '48452', '48473', '48498', '48504', '48600', '48672'] (30 occurrences)\n",
            "massachusett -> ['46694', '47922'] (2 occurrences)\n",
            "massgov -> ['48153'] (1 occurrences)\n",
            "massgovernor -> ['46693', '46694'] (2 occurrences)\n",
            "masshysteria -> ['46002', '46573'] (2 occurrences)\n",
            "massiv -> ['45619', '45754', '45870', '46066', '46369', '46803', '47032', '47594', '47595', '47935'] (10 occurrences)\n",
            "master -> ['45264', '48034', '48205'] (3 occurrences)\n",
            "masteri -> ['44992', '45873', '46287', '47211'] (4 occurrences)\n",
            "mastodont -> ['48255'] (1 occurrences)\n",
            "match -> ['44984', '45574', '45611', '45941', '47348', '48079', '48569'] (7 occurrences)\n",
            "mate -> ['47833', '47908'] (2 occurrences)\n",
            "matelica -> ['47978'] (1 occurrences)\n",
            "materi -> ['45918'] (1 occurrences)\n",
            "matson -> ['47796'] (1 occurrences)\n",
            "matt -> ['47393', '47871', '48414'] (3 occurrences)\n",
            "matter -> ['45048', '45092', '45451', '45454', '45461', '46231', '46603', '47046', '47966', '48013', '48129', '48229', '48632', '48701'] (14 occurrences)\n",
            "matthancock -> ['45333', '45869', '47946', '48130'] (4 occurrences)\n",
            "matti -> ['48470'] (1 occurrences)\n",
            "max -> ['46423', '46979', '48685'] (3 occurrences)\n",
            "maxdeliveri -> ['44953'] (1 occurrences)\n",
            "maxi -> ['47091'] (1 occurrences)\n",
            "maxim -> ['45264'] (1 occurrences)\n",
            "maximum -> ['45175'] (1 occurrences)\n",
            "mayb -> ['44989', '45080', '45169', '45217', '45245', '45254', '45349', '45366', '45690', '45747', '45778', '46069', '46074', '46123', '46161', '46193', '46361', '46493', '46531', '46778', '46903', '46944', '46976', '47061', '47127', '47154', '47156', '47191', '47222', '47241', '47317', '47458', '47477', '47504', '47547', '47561', '47594', '47638', '47775', '47828', '48213', '48313', '48666', '48734'] (44 occurrences)\n",
            "mayhem -> ['48261', '48656'] (2 occurrences)\n",
            "mayo -> ['47099'] (1 occurrences)\n",
            "mayonnais -> ['47099', '47982'] (2 occurrences)\n",
            "mayor -> ['46697', '47784', '48331'] (3 occurrences)\n",
            "mayorofla -> ['47245'] (1 occurrences)\n",
            "mayorschiev -> ['46827'] (1 occurrences)\n",
            "mbp -> ['47502'] (1 occurrences)\n",
            "mbuhari -> ['46593'] (1 occurrences)\n",
            "mcconnel -> ['46430'] (1 occurrences)\n",
            "mcgeadi -> ['48405'] (1 occurrences)\n",
            "mckinsei -> ['48629'] (1 occurrences)\n",
            "mcmillon -> ['46521'] (1 occurrences)\n",
            "mcrfoodbank -> ['45434'] (1 occurrences)\n",
            "mcrobbi -> ['46389'] (1 occurrences)\n",
            "mcspocki -> ['45264'] (1 occurrences)\n",
            "mcu -> ['48430'] (1 occurrences)\n",
            "md -> ['46918'] (1 occurrences)\n",
            "mdcounti -> ['48745'] (1 occurrences)\n",
            "mdpkg8qjsv -> ['47349'] (1 occurrences)\n",
            "mdtk1osfhm -> ['48523'] (1 occurrences)\n",
            "meal -> ['45062', '45107', '45465', '45830', '45895', '46016', '46089', '46189', '46252', '46612', '46622', '46827', '47016', '47113', '47431', '47477', '47681', '47736', '47849', '47858', '47866', '47912', '47979', '48123', '48229', '48388', '48444', '48458', '48699'] (29 occurrences)\n",
            "mealsonwheel -> ['47881'] (1 occurrences)\n",
            "mean -> ['44981', '44986', '45042', '45044', '45148', '45231', '45438', '45712', '45756', '46005', '46185', '46309', '46327', '46359', '46431', '46455', '46475', '46568', '46732', '46763', '46936', '47051', '47107', '47180', '47208', '47255', '47276', '47344', '47394', '47451', '47510', '47721', '47781', '47844', '47860', '47887', '47912', '47957', '47979', '48017', '48097', '48361', '48417', '48420', '48488', '48613'] (46 occurrences)\n",
            "meaning -> ['46261', '46518'] (2 occurrences)\n",
            "meant -> ['45172', '45220'] (2 occurrences)\n",
            "meantim -> ['47381'] (1 occurrences)\n",
            "mearyd2usx -> ['45514'] (1 occurrences)\n",
            "measur -> ['44969', '45130', '45172', '45244', '45308', '45487', '45571', '45576', '45651', '45700', '45977', '46891', '47028', '47044', '47169', '47272', '47496', '47714', '48393', '48447', '48667', '48696', '48729'] (23 occurrences)\n",
            "meat -> ['45080', '45241', '45361', '45510', '45951', '46082', '46083', '46317', '46426', '46471', '46624', '46660', '46689', '46920', '47026', '47103', '47143', '47252', '47280', '47383', '47432', '47450', '47477', '47481', '47526', '47597', '47679', '47832', '47852', '47945', '48086'] (31 occurrences)\n",
            "meatless -> ['46016'] (1 occurrences)\n",
            "mechan -> ['48105'] (1 occurrences)\n",
            "med -> ['45079', '45109', '45148', '45185', '45289', '45405', '45694', '45787', '45788', '45861', '46134', '46517', '46815', '47874', '48099', '48175', '48471'] (17 occurrences)\n",
            "medal -> ['48268', '48507'] (2 occurrences)\n",
            "media -> ['44988', '45060', '45198', '45431', '45689', '45706', '45712', '45999', '46040', '46173', '46180', '46191', '46193', '46262', '46275', '46375', '46449', '46617', '46664', '46903', '47180', '47191', '47246', '47327', '47407', '47518', '47519', '47620', '47672', '47676', '47695', '47742', '47756', '47945', '47951', '48007', '48079', '48167', '48221', '48268', '48294', '48335', '48575'] (43 occurrences)\n",
            "medic -> ['44956', '45043', '45059', '45104', '45226', '45230', '45281', '45286', '45300', '45527', '45538', '45579', '45582', '45618', '45783', '45785', '45787', '45788', '46150', '46268', '46289', '46553', '46568', '46748', '46795', '46802', '46901', '46978', '47037', '47149', '47167', '47236', '47247', '47285', '47340', '47357', '47384', '47577', '47844', '48041', '48338', '48341', '48344', '48545', '48609', '48738'] (46 occurrences)\n",
            "medicaid -> ['45258', '45536', '45919', '45955', '46031', '46268', '46424', '46574', '46620', '47062', '47064', '47291', '47584', '48694'] (14 occurrences)\n",
            "medicare4al -> ['46111', '46909'] (2 occurrences)\n",
            "medicin -> ['45018', '45063', '45151', '45195', '45199', '45269', '45293', '45552', '45727', '45805', '45918', '46147', '46244', '46394', '46729', '47149', '47151', '47209', '47653', '47686', '47778', '47872', '48027', '48055', '48106', '48163', '48221', '48312', '48352', '48469', '48541', '48544'] (32 occurrences)\n",
            "medico -> ['47309'] (1 occurrences)\n",
            "medium -> ['45801', '48292'] (2 occurrences)\n",
            "medstud -> ['45266'] (1 occurrences)\n",
            "meet -> ['44998', '45126', '45158', '45438', '45801', '45815', '46006', '46097', '46277', '46679', '46724', '46932', '47116', '47127', '47335', '47471', '47528', '47796', '47992', '48139', '48203', '48305', '48389', '48473', '48498', '48632', '48656'] (27 occurrences)\n",
            "meetup -> ['45200', '46343'] (2 occurrences)\n",
            "megachurch -> ['47518'] (1 occurrences)\n",
            "meijer -> ['46071', '47280'] (2 occurrences)\n",
            "meism -> ['46799'] (1 occurrences)\n",
            "melanin -> ['44978'] (1 occurrences)\n",
            "melissagira -> ['48145'] (1 occurrences)\n",
            "melon -> ['47321'] (1 occurrences)\n",
            "meltdown -> ['45259'] (1 occurrences)\n",
            "melvil -> ['47105'] (1 occurrences)\n",
            "member -> ['45026', '45059', '45236', '45625', '46910', '47223', '47889', '47914', '47944', '47954', '48041', '48401', '48667', '48681', '48750'] (15 occurrences)\n",
            "membership -> ['47215'] (1 occurrences)\n",
            "meme -> ['48071'] (1 occurrences)\n",
            "memesdaili -> ['48208'] (1 occurrences)\n",
            "memo -> ['46524', '48307'] (2 occurrences)\n",
            "memor -> ['46463'] (1 occurrences)\n",
            "memori -> ['44988', '46982'] (2 occurrences)\n",
            "men -> ['45700', '46417', '46486', '47442', '47554', '48095', '48168'] (7 occurrences)\n",
            "menard -> ['46464'] (1 occurrences)\n",
            "mend -> ['48003'] (1 occurrences)\n",
            "mental -> ['45021', '45292', '46478', '47123', '48005', '48245'] (6 occurrences)\n",
            "mentalhealth -> ['46264'] (1 occurrences)\n",
            "mention -> ['46414', '46823', '47001', '47407', '48316', '48383', '48469'] (7 occurrences)\n",
            "menu -> ['45572', '45793'] (2 occurrences)\n",
            "meqb9fxel -> ['46150'] (1 occurrences)\n",
            "mer -> ['47953'] (1 occurrences)\n",
            "mercadona -> ['48447'] (1 occurrences)\n",
            "merch -> ['46826', '47732'] (2 occurrences)\n",
            "merchandis -> ['45067'] (1 occurrences)\n",
            "merchantaccount -> ['48648'] (1 occurrences)\n",
            "merchantservic -> ['48648'] (1 occurrences)\n",
            "mere -> ['46638'] (1 occurrences)\n",
            "merfbta4lx -> ['48569'] (1 occurrences)\n",
            "merg -> ['47356', '48706'] (2 occurrences)\n",
            "merit -> ['48217'] (1 occurrences)\n",
            "mess -> ['46156', '46319', '46554', '46814', '47402', '47576', '47878', '48340'] (8 occurrences)\n",
            "messag -> ['45070', '45238', '45303', '45802', '45824', '46183', '46360', '46389', '46550', '46664', '46681', '46935', '47253', '47469', '47823', '48031', '48207', '48214', '48441', '48550', '48569', '48735'] (22 occurrences)\n",
            "met -> ['45026', '45808', '48185'] (3 occurrences)\n",
            "metal -> ['44972', '45359', '45617', '46348'] (4 occurrences)\n",
            "metaphor -> ['46196'] (1 occurrences)\n",
            "meteor -> ['45278'] (1 occurrences)\n",
            "meter -> ['45244', '45470', '45507', '45855', '46399', '47333', '47813', '47993', '48730'] (9 occurrences)\n",
            "method -> ['46572', '48365', '48695', '48699'] (4 occurrences)\n",
            "metr -> ['45334', '47674'] (2 occurrences)\n",
            "metric -> ['45135', '45162', '45190'] (3 occurrences)\n",
            "metro -> ['45069', '45414', '45526', '45772', '45810', '45884', '46032', '46623', '46967', '47374', '47462', '48538'] (12 occurrences)\n",
            "metromanilacovid -> ['45104'] (1 occurrences)\n",
            "metropol -> ['45327'] (1 occurrences)\n",
            "mexican -> ['47613', '48353'] (2 occurrences)\n",
            "mexico -> ['48186', '48685'] (2 occurrences)\n",
            "meyer -> ['44954', '47895'] (2 occurrences)\n",
            "mf -> ['47539', '47574'] (2 occurrences)\n",
            "mf5ph3luyr -> ['46535'] (1 occurrences)\n",
            "mga -> ['45768', '45912', '47080'] (3 occurrences)\n",
            "mgc66jbfck -> ['45897'] (1 occurrences)\n",
            "mgr -> ['45279'] (1 occurrences)\n",
            "mi -> ['46517', '47997'] (2 occurrences)\n",
            "mi8pgpqu0b -> ['47385'] (1 occurrences)\n",
            "miami -> ['46768'] (1 occurrences)\n",
            "mice -> ['47710'] (1 occurrences)\n",
            "michael -> ['45127', '45561'] (2 occurrences)\n",
            "michaelrosen27 -> ['45089'] (1 occurrences)\n",
            "michaeltalbotuk -> ['47325'] (1 occurrences)\n",
            "micheleneggen -> ['48002'] (1 occurrences)\n",
            "michigan -> ['46071', '46311', '46723', '47632', '47904'] (5 occurrences)\n",
            "micro -> ['45914'] (1 occurrences)\n",
            "microbusi -> ['45227'] (1 occurrences)\n",
            "mid -> ['46192', '46761', '47348', '47739'] (4 occurrences)\n",
            "middl -> ['45561', '45649', '45886', '46377', '46705', '47091', '47377', '47682'] (8 occurrences)\n",
            "midnight -> ['48090', '48209'] (2 occurrences)\n",
            "mientra -> ['47159'] (1 occurrences)\n",
            "migrat -> ['45002'] (1 occurrences)\n",
            "migro -> ['45084'] (1 occurrences)\n",
            "mike -> ['46228'] (1 occurrences)\n",
            "mikeandersonsr -> ['45179'] (1 occurrences)\n",
            "milan -> ['45244', '46000', '46892'] (3 occurrences)\n",
            "milano -> ['45283', '45470', '46698'] (3 occurrences)\n",
            "mild -> ['46212', '47320', '48352'] (3 occurrences)\n",
            "mildmai -> ['46176'] (1 occurrences)\n",
            "mile -> ['45583', '48018', '48216', '48455'] (4 occurrences)\n",
            "militari -> ['45465', '45609', '48041'] (3 occurrences)\n",
            "milk -> ['44957', '45220', '45374', '45390', '45539', '45598', '45624', '45678', '45720', '45783', '46103', '46304', '46358', '46398', '46477', '46510', '46589', '46721', '47141', '47143', '47272', '47321', '47423', '47487', '47571', '47597', '47691', '47827', '47959', '48349', '48440', '48471', '48652', '48737'] (34 occurrences)\n",
            "mill -> ['47381'] (1 occurrences)\n",
            "milleni -> ['45530', '45607'] (2 occurrences)\n",
            "millenni -> ['45858', '45994', '46805', '47468'] (4 occurrences)\n",
            "million -> ['45385', '45648', '45813', '45926', '46473', '46807', '46976', '47186', '47570', '47871', '47990', '48062', '48630'] (13 occurrences)\n",
            "milwauke -> ['48402'] (1 occurrences)\n",
            "mimi -> ['47063'] (1 occurrences)\n",
            "min -> ['45161', '45917', '46689', '48075'] (4 occurrences)\n",
            "mind -> ['44974', '45021', '45334', '45376', '45385', '45718', '45868', '45952', '46022', '46046', '46388', '46510', '46658', '46820', '47007', '47056', '47123', '47176', '47213', '47450', '47455', '47628', '47739', '47740', '47793', '47860', '47987', '48088', '48090', '48700', '48732'] (31 occurrences)\n",
            "mindlessli -> ['45128'] (1 occurrences)\n",
            "mindset -> ['45764', '48625'] (2 occurrences)\n",
            "mine -> ['45279', '45876', '47535'] (3 occurrences)\n",
            "mini -> ['46266', '47318', '47819', '47843'] (4 occurrences)\n",
            "minim -> ['45711', '46338', '46441', '46640', '46698', '47823', '48506'] (7 occurrences)\n",
            "minimis -> ['45799', '47313'] (2 occurrences)\n",
            "minimum -> ['46488', '46554', '47323', '48614'] (4 occurrences)\n",
            "minist -> ['47221', '47234', '47798', '48383'] (4 occurrences)\n",
            "ministri -> ['45156', '45358', '45984', '46006', '46457', '46952', '47221', '47764'] (8 occurrences)\n",
            "minkkinensimo -> ['47581'] (1 occurrences)\n",
            "minni -> ['48550', '48596'] (2 occurrences)\n",
            "minor -> ['46257', '47204'] (2 occurrences)\n",
            "minpr -> ['47028'] (1 occurrences)\n",
            "mint -> ['45197'] (1 occurrences)\n",
            "mintel -> ['48605'] (1 occurrences)\n",
            "minuscul -> ['47852'] (1 occurrences)\n",
            "minut -> ['45184', '45609', '45778', '46072', '46180', '46200', '46246', '47665', '48032', '48128', '48357', '48377'] (12 occurrences)\n",
            "minvw -> ['47028'] (1 occurrences)\n",
            "mipjlh8vyi -> ['48141'] (1 occurrences)\n",
            "mir4p5crzf -> ['47926'] (1 occurrences)\n",
            "miracl -> ['45992'] (1 occurrences)\n",
            "misbrand -> ['47640'] (1 occurrences)\n",
            "miscellan -> ['46730', '46800'] (2 occurrences)\n",
            "mish -> ['46666'] (1 occurrences)\n",
            "misinform -> ['45358', '45388', '46678', '47000', '47055', '47231', '47467', '47507', '48427'] (9 occurrences)\n",
            "mislead -> ['45274'] (1 occurrences)\n",
            "misrepresent -> ['45274', '45275'] (2 occurrences)\n",
            "miss -> ['45889', '45923', '46380', '46559', '46584', '47232', '47422', '47603', '47863', '47912', '48079', '48123', '48126', '48206', '48307', '48446', '48453'] (17 occurrences)\n",
            "misshellca -> ['48148'] (1 occurrences)\n",
            "mission -> ['45118', '45627', '48394'] (3 occurrences)\n",
            "mississauga -> ['45263', '45357'] (2 occurrences)\n",
            "missouri -> ['45055'] (1 occurrences)\n",
            "misssashamorton -> ['47726'] (1 occurrences)\n",
            "mistak -> ['47483'] (1 occurrences)\n",
            "mister -> ['47665'] (1 occurrences)\n",
            "misunderstand -> ['47955'] (1 occurrences)\n",
            "misus -> ['48458'] (1 occurrences)\n",
            "mitarbeit -> ['48726'] (1 occurrences)\n",
            "mitch -> ['46430'] (1 occurrences)\n",
            "mitig -> ['47215', '48710'] (2 occurrences)\n",
            "mix -> ['45932', '46223', '46360', '46630', '46686', '47998'] (6 occurrences)\n",
            "mjf7s1sq0h -> ['48700'] (1 occurrences)\n",
            "mjwfccxopq -> ['46524'] (1 occurrences)\n",
            "mjxhnxufa7 -> ['48667'] (1 occurrences)\n",
            "mkendal -> ['47499'] (1 occurrences)\n",
            "mkqtlavqtb -> ['45397'] (1 occurrences)\n",
            "mkt -> ['46366', '46742'] (2 occurrences)\n",
            "mkyt22gjll -> ['47447'] (1 occurrences)\n",
            "mlk -> ['48432'] (1 occurrences)\n",
            "mln -> ['48397'] (1 occurrences)\n",
            "mma -> ['48016'] (1 occurrences)\n",
            "mmg -> ['44975'] (1 occurrences)\n",
            "mmmbread -> ['47546'] (1 occurrences)\n",
            "mmt -> ['44986'] (1 occurrences)\n",
            "mn -> ['46798', '48585'] (2 occurrences)\n",
            "mnei -> ['45033'] (1 occurrences)\n",
            "mnleg -> ['48585'] (1 occurrences)\n",
            "mnpa5zcvcx -> ['45426'] (1 occurrences)\n",
            "mo -> ['45033', '45631', '46599', '47829', '48311', '48694'] (6 occurrences)\n",
            "moan -> ['46234', '47711'] (2 occurrences)\n",
            "mob -> ['45196', '46120', '46251', '47323'] (4 occurrences)\n",
            "mobil -> ['45277', '45296', '45645', '46019', '47132', '47458'] (6 occurrences)\n",
            "moca -> ['44968', '47224'] (2 occurrences)\n",
            "mock -> ['45873', '48392'] (2 occurrences)\n",
            "moco -> ['45186'] (1 occurrences)\n",
            "mode -> ['45117', '45551', '45916', '45925', '46429', '46481', '46636', '47606'] (8 occurrences)\n",
            "model -> ['47622'] (1 occurrences)\n",
            "modern -> ['45335', '46061'] (2 occurrences)\n",
            "modest -> ['46936'] (1 occurrences)\n",
            "modi -> ['48231'] (1 occurrences)\n",
            "modifi -> ['45532'] (1 occurrences)\n",
            "modiji -> ['47153'] (1 occurrences)\n",
            "modrnhealthcr -> ['45515'] (1 occurrences)\n",
            "moedmv -> ['47334'] (1 occurrences)\n",
            "mofo -> ['48456'] (1 occurrences)\n",
            "mofucka -> ['46570'] (1 occurrences)\n",
            "mogelonski -> ['48605'] (1 occurrences)\n",
            "moh -> ['46020'] (1 occurrences)\n",
            "mohf -> ['45318'] (1 occurrences)\n",
            "mohfw -> ['45867', '46917', '47309', '47646', '48147'] (5 occurrences)\n",
            "moiraewesfulon -> ['47726'] (1 occurrences)\n",
            "moisturis -> ['46592'] (1 occurrences)\n",
            "moldi -> ['45237'] (1 occurrences)\n",
            "moldova -> ['47853'] (1 occurrences)\n",
            "mom -> ['45194', '45516', '45563', '45580', '45596', '45670', '45708', '45727', '45786', '45809', '45960', '46304', '46378', '46588', '47057', '47805', '47832', '47985', '48546'] (19 occurrences)\n",
            "moment -> ['45115', '45686', '45893', '45968', '46081', '46117', '46438', '46823', '46890', '46892', '46931', '46948', '47334', '47705', '47806', '47836', '47841', '47955', '48308', '48331', '48536'] (21 occurrences)\n",
            "momentum -> ['46327'] (1 occurrences)\n",
            "mommi -> ['45443', '46545'] (2 occurrences)\n",
            "mon -> ['45825', '48320', '48673'] (3 occurrences)\n",
            "moncton -> ['45407'] (1 occurrences)\n",
            "mondai -> ['44995', '45518', '45818', '45949', '46350', '46352', '46389', '46852', '47898', '48014', '48370', '48400', '48520', '48588', '48620'] (15 occurrences)\n",
            "mondaythought -> ['48406'] (1 occurrences)\n",
            "mondayvib -> ['48406'] (1 occurrences)\n",
            "monei -> ['44975', '45013', '45197', '45226', '45231', '45291', '45311', '45367', '45424', '45530', '45547', '45553', '45600', '45645', '45730', '45757', '45765', '45821', '45860', '45890', '46133', '46171', '46261', '46285', '46320', '46342', '46369', '46450', '46630', '46670', '46730', '46771', '46797', '46830', '46938', '46996', '47006', '47085', '47106', '47114', '47259', '47284', '47295', '47360', '47370', '47493', '47527', '47565', '47651', '47737', '47784', '47842', '47965', '48025', '48051', '48161', '48169', '48193', '48194', '48195', '48258', '48276', '48286', '48521', '48562', '48708'] (66 occurrences)\n",
            "monero -> ['47693'] (1 occurrences)\n",
            "monetari -> ['45764', '46771'] (2 occurrences)\n",
            "monetarili -> ['47354'] (1 occurrences)\n",
            "moneycaa -> ['48702'] (1 occurrences)\n",
            "monger -> ['47742'] (1 occurrences)\n",
            "monica -> ['46057', '47404'] (2 occurrences)\n",
            "monicamoralestv -> ['48099'] (1 occurrences)\n",
            "monitor -> ['45108', '45224', '45801', '46535', '46819', '48610', '48750'] (7 occurrences)\n",
            "monkei -> ['47541'] (1 occurrences)\n",
            "monopoli -> ['45411', '45590', '47209'] (3 occurrences)\n",
            "monstrou -> ['45163'] (1 occurrences)\n",
            "montgomeri -> ['45345'] (1 occurrences)\n",
            "montgomerycounti -> ['45186', '47365'] (2 occurrences)\n",
            "month -> ['44971', '44978', '45083', '45088', '45106', '45135', '45138', '45269', '45279', '45303', '45379', '45449', '45524', '45540', '45543', '45682', '45712', '45737', '45778', '45780', '45783', '45833', '45843', '45861', '45867', '45917', '45919', '45955', '46027', '46031', '46067', '46125', '46133', '46139', '46187', '46211', '46247', '46268', '46325', '46362', '46424', '46439', '46473', '46495', '46505', '46538', '46566', '46574', '46583', '46595', '46596', '46613', '46623', '46650', '46709', '46764', '46807', '46840', '46901', '46931', '46954', '46967', '47025', '47037', '47062', '47064', '47065', '47084', '47100', '47107', '47134', '47175', '47200', '47259', '47291', '47338', '47439', '47464', '47500', '47556', '47576', '47584', '47681', '47684', '47703', '47706', '47722', '47803', '47914', '48027', '48045', '48090', '48129', '48133', '48157', '48259', '48295', '48342', '48358', '48376', '48482', '48617', '48692'] (103 occurrences)\n",
            "monthli -> ['45730', '47174', '48591'] (3 occurrences)\n",
            "montreal -> ['45432', '45457', '46329', '46849', '47076', '47588'] (6 occurrences)\n",
            "mood -> ['45355', '45659'] (2 occurrences)\n",
            "moojevcat -> ['48686'] (1 occurrences)\n",
            "moojevon -> ['48686'] (1 occurrences)\n",
            "moon -> ['46061', '46483', '47503'] (3 occurrences)\n",
            "moor -> ['45721', '45757'] (2 occurrences)\n",
            "moph -> ['46064'] (1 occurrences)\n",
            "moral -> ['48023', '48399'] (2 occurrences)\n",
            "moratorium -> ['46489'] (1 occurrences)\n",
            "morawieckim -> ['45898'] (1 occurrences)\n",
            "morbid -> ['47228'] (1 occurrences)\n",
            "moreno -> ['45468'] (1 occurrences)\n",
            "morepastalesspud -> ['45485'] (1 occurrences)\n",
            "moresouplessstuf -> ['45485'] (1 occurrences)\n",
            "morethanmysl -> ['45264'] (1 occurrences)\n",
            "morn -> ['45002', '45245', '45262', '45355', '45515', '45516', '45535', '45587', '46022', '46068', '46127', '46227', '46284', '46328', '46548', '46605', '46643', '46681', '46727', '46751', '46770', '46822', '46854', '46888', '46920', '47123', '47141', '47161', '47206', '47263', '47411', '47509', '47536', '47571', '47683', '47716', '48111', '48231', '48434'] (39 occurrences)\n",
            "morningjo -> ['46803'] (1 occurrences)\n",
            "moro -> ['45336'] (1 occurrences)\n",
            "moron -> ['45237', '45672', '46432', '47129'] (4 occurrences)\n",
            "morph -> ['47885'] (1 occurrences)\n",
            "morphin -> ['48244'] (1 occurrences)\n",
            "morril -> ['48540'] (1 occurrences)\n",
            "morrison -> ['45609', '46565', '47398', '47472', '47783', '47920', '48082'] (7 occurrences)\n",
            "mortal -> ['45199', '47741'] (2 occurrences)\n",
            "mortar -> ['45994', '46615', '48477', '48569', '48648'] (5 occurrences)\n",
            "mortgag -> ['45770', '46598', '47686', '48617', '48702'] (5 occurrences)\n",
            "mosqu -> ['48691'] (1 occurrences)\n",
            "mother -> ['45363', '46894', '47139', '47487', '48023', '48410'] (6 occurrences)\n",
            "motiv -> ['46455', '48625'] (2 occurrences)\n",
            "motor -> ['45297'] (1 occurrences)\n",
            "motorcycl -> ['46339'] (1 occurrences)\n",
            "motorist -> ['45476'] (1 occurrences)\n",
            "mottekonmonei -> ['48703'] (1 occurrences)\n",
            "mount -> ['45997'] (1 occurrences)\n",
            "mountain -> ['46486'] (1 occurrences)\n",
            "mountaindew -> ['46247'] (1 occurrences)\n",
            "mous -> ['46597'] (1 occurrences)\n",
            "mouth -> ['46438', '47563', '48016'] (3 occurrences)\n",
            "move -> ['45064', '45121', '45218', '45848', '46118', '46418', '46488', '46618', '47023', '47040', '47153', '47224', '47307', '47474', '47602', '47963', '47973', '48007', '48142', '48153', '48416', '48551', '48569', '48585', '48647'] (25 occurrences)\n",
            "movement -> ['46161', '46640', '47458', '48069', '48344', '48692'] (6 occurrences)\n",
            "movi -> ['45635', '45723', '45882', '46133', '46152', '46272', '46428', '46840', '46872', '46907', '47145', '47163', '47664', '47747', '48603'] (15 occurrences)\n",
            "movingarijobena -> ['47086'] (1 occurrences)\n",
            "mp -> ['45273', '45274', '47871'] (3 occurrences)\n",
            "mpsxbzi5si -> ['48021'] (1 occurrences)\n",
            "mpxh6kdkmt -> ['47658'] (1 occurrences)\n",
            "mpxjcpcjtg -> ['45654'] (1 occurrences)\n",
            "mpyl7ch1ai -> ['47337'] (1 occurrences)\n",
            "mr -> ['47876', '48136'] (2 occurrences)\n",
            "mrbeastyt -> ['47357'] (1 occurrences)\n",
            "mrbox -> ['45044'] (1 occurrences)\n",
            "mre -> ['45465'] (1 occurrences)\n",
            "mrjyny3jhr -> ['45983'] (1 occurrences)\n",
            "mrni8tvbh -> ['46296'] (1 occurrences)\n",
            "ms -> ['45931', '47201', '47774'] (3 occurrences)\n",
            "mshtypxxqr -> ['47234'] (1 occurrences)\n",
            "msm -> ['44985', '45187', '45952', '47900', '48184'] (5 occurrences)\n",
            "msnbc -> ['45229', '45629', '46580', '47004', '47411', '48149'] (6 occurrences)\n",
            "mstthcheu9 -> ['47696'] (1 occurrences)\n",
            "msufm8zjih -> ['47083'] (1 occurrences)\n",
            "mt -> ['47808'] (1 occurrences)\n",
            "mtdbw04ooo -> ['46453'] (1 occurrences)\n",
            "mth -> ['45026', '48055'] (2 occurrences)\n",
            "mtmkidydnn -> ['45072'] (1 occurrences)\n",
            "mto0xvgurq -> ['46509'] (1 occurrences)\n",
            "mty -> ['48539'] (1 occurrences)\n",
            "mua1giqtvx -> ['47043'] (1 occurrences)\n",
            "mudah -> ['48749'] (1 occurrences)\n",
            "mufc -> ['48019'] (1 occurrences)\n",
            "mug -> ['46173', '46361'] (2 occurrences)\n",
            "mugeyyd8jz -> ['46337'] (1 occurrences)\n",
            "mugshot -> ['47389'] (1 occurrences)\n",
            "muhyiddin -> ['48691'] (1 occurrences)\n",
            "muhyiddinyassin -> ['48627'] (1 occurrences)\n",
            "mulan -> ['48430'] (1 occurrences)\n",
            "multin -> ['45166', '47976'] (2 occurrences)\n",
            "multipl -> ['45214', '45506', '46357', '46595', '47509', '47540', '48292', '48377'] (8 occurrences)\n",
            "mum -> ['45665', '46167', '47225'] (3 occurrences)\n",
            "mumbai -> ['45884', '47952'] (2 occurrences)\n",
            "muna -> ['47080'] (1 occurrences)\n",
            "munchi -> ['48160'] (1 occurrences)\n",
            "municip -> ['45506'] (1 occurrences)\n",
            "murder -> ['47463'] (1 occurrences)\n",
            "muscl -> ['46054'] (1 occurrences)\n",
            "museum -> ['45507', '48441'] (2 occurrences)\n",
            "mushroom -> ['47295'] (1 occurrences)\n",
            "music -> ['46483', '46795', '47396', '47471'] (4 occurrences)\n",
            "muslim -> ['45628', '46355', '48738', '48740'] (4 occurrences)\n",
            "muslimshow -> ['45748'] (1 occurrences)\n",
            "mutter -> ['46652'] (1 occurrences)\n",
            "mutton -> ['45159', '46664'] (2 occurrences)\n",
            "mutual -> ['46646', '47227'] (2 occurrences)\n",
            "mutualaid -> ['45386'] (1 occurrences)\n",
            "mvp -> ['45687', '47292'] (2 occurrences)\n",
            "mw160voe0c -> ['46989'] (1 occurrences)\n",
            "mw71rzc6z1 -> ['45062'] (1 occurrences)\n",
            "mwanainchi -> ['48638'] (1 occurrences)\n",
            "mx -> ['46729'] (1 occurrences)\n",
            "mx1awl8f28 -> ['46622'] (1 occurrences)\n",
            "my4daughterssu -> ['45563'] (1 occurrences)\n",
            "myk1rp1mbr -> ['46182'] (1 occurrences)\n",
            "mysteri -> ['45050'] (1 occurrences)\n",
            "mytdpdomei -> ['44980'] (1 occurrences)\n",
            "myth -> ['47011', '48546'] (2 occurrences)\n",
            "n0sosjulvf -> ['46219'] (1 occurrences)\n",
            "n1acvlgla3 -> ['45346'] (1 occurrences)\n",
            "n1vteawqfh -> ['48087'] (1 occurrences)\n",
            "n4nrnv2ap3 -> ['45108'] (1 occurrences)\n",
            "n5ispoihef -> ['45186'] (1 occurrences)\n",
            "n60uugta0m -> ['46706'] (1 occurrences)\n",
            "n65xlawitj -> ['48206'] (1 occurrences)\n",
            "n95 -> ['44960', '45661', '45984', '46337', '46412', '46413'] (6 occurrences)\n",
            "n95mask -> ['46337', '46412', '46413', '47838'] (4 occurrences)\n",
            "n9hpx2um7f -> ['45347'] (1 occurrences)\n",
            "n9mhogrm8n -> ['48320'] (1 occurrences)\n",
            "na -> ['45298', '45930', '45960', '46218', '47559'] (5 occurrences)\n",
            "naanawa -> ['46865'] (1 occurrences)\n",
            "nabisco -> ['47525'] (1 occurrences)\n",
            "nada -> ['45502'] (1 occurrences)\n",
            "nadeemmalik -> ['48738'] (1 occurrences)\n",
            "naf75aoeca -> ['46120'] (1 occurrences)\n",
            "nag -> ['45912', '48062'] (2 occurrences)\n",
            "nagbabantang -> ['45768'] (1 occurrences)\n",
            "nah -> ['45471', '47240'] (2 occurrences)\n",
            "nahi -> ['48612'] (1 occurrences)\n",
            "nail -> ['45809', '47673'] (2 occurrences)\n",
            "naira -> ['46138'] (1 occurrences)\n",
            "naiv -> ['45726'] (1 occurrences)\n",
            "naivasha -> ['45343'] (1 occurrences)\n",
            "naivsdo3mj -> ['48522'] (1 occurrences)\n",
            "najwakaram -> ['46269'] (1 occurrences)\n",
            "nakita -> ['45268'] (1 occurrences)\n",
            "namast -> ['46790'] (1 occurrences)\n",
            "name -> ['46428', '46490', '46532', '46550', '46617', '46738', '46767', '46891', '46924', '48604'] (10 occurrences)\n",
            "namedafteraliteb -> ['45646'] (1 occurrences)\n",
            "nan -> ['48253'] (1 occurrences)\n",
            "nanci -> ['46430'] (1 occurrences)\n",
            "nand -> ['46982'] (1 occurrences)\n",
            "nanoparticl -> ['44991'] (1 occurrences)\n",
            "napkin -> ['46689', '48154'] (2 occurrences)\n",
            "napl -> ['45060'] (1 occurrences)\n",
            "nappi -> ['45557', '47691', '47725'] (3 occurrences)\n",
            "narendramodi -> ['45867', '46771', '46842', '46844', '47231', '47578'] (6 occurrences)\n",
            "narrat -> ['45735'] (1 occurrences)\n",
            "nasdaq -> ['48609', '48712'] (2 occurrences)\n",
            "nase -> ['48726'] (1 occurrences)\n",
            "nashvil -> ['46440'] (1 occurrences)\n",
            "nashvillestrong -> ['46440'] (1 occurrences)\n",
            "nasrbiqgcv -> ['48247'] (1 occurrences)\n",
            "nasti -> ['47130'] (1 occurrences)\n",
            "natashakhanhk -> ['46982'] (1 occurrences)\n",
            "natgvoo7sq -> ['48570'] (1 occurrences)\n",
            "nathan -> ['46600'] (1 occurrences)\n",
            "natin -> ['48062'] (1 occurrences)\n",
            "nation -> ['45043', '45083', '45084', '45252', '45358', '45672', '45777', '46022', '46130', '46144', '46230', '46290', '46475', '46568', '46593', '46780', '46803', '47249', '47315', '47778', '47917', '47975', '47994', '48024', '48312', '48332', '48377', '48491', '48501', '48533', '48688', '48701', '48743'] (33 occurrences)\n",
            "nationalemerg -> ['45948', '46023', '46144', '47181', '47277', '47352', '47412', '47419', '47612', '47613', '47614', '47615'] (12 occurrences)\n",
            "nationwid -> ['45734', '46528', '47043', '47413', '47484', '47900', '48452', '48554', '48610', '48632'] (10 occurrences)\n",
            "nativ -> ['47708'] (1 occurrences)\n",
            "natoma -> ['48073'] (1 occurrences)\n",
            "natraj -> ['47309'] (1 occurrences)\n",
            "nattythescotok -> ['47317'] (1 occurrences)\n",
            "natur -> ['45177', '45789', '45961', '46168', '46426', '46783', '46922', '48352', '48475', '48597'] (10 occurrences)\n",
            "naturalproduct -> ['46706'] (1 occurrences)\n",
            "naturopath -> ['45068'] (1 occurrences)\n",
            "nauzubillahiminzalik -> ['47793'] (1 occurrences)\n",
            "navig -> ['44997', '45468', '45615', '46059', '48330', '48477', '48678'] (7 occurrences)\n",
            "nay -> ['48357'] (1 occurrences)\n",
            "nb -> ['45407'] (1 occurrences)\n",
            "nba -> ['45502', '45676', '45684', '45694', '45911', '46915'] (6 occurrences)\n",
            "nbapadvic -> ['47335'] (1 occurrences)\n",
            "nbc4i -> ['46541'] (1 occurrences)\n",
            "nbcnew -> ['48149', '48221', '48714'] (3 occurrences)\n",
            "nbcnewsbett -> ['45416'] (1 occurrences)\n",
            "nbcphiladelphia -> ['48748'] (1 occurrences)\n",
            "nbd -> ['45337'] (1 occurrences)\n",
            "nbxdif0hjr -> ['47459'] (1 occurrences)\n",
            "nc -> ['47808', '48246'] (2 occurrences)\n",
            "ncaa -> ['45455', '45694'] (2 occurrences)\n",
            "ncov2020 -> ['48255'] (1 occurrences)\n",
            "ncr -> ['46967'] (1 occurrences)\n",
            "ncrpo -> ['48355'] (1 occurrences)\n",
            "ncubvpefyq -> ['47559'] (1 occurrences)\n",
            "ncxeiaigji -> ['48421'] (1 occurrences)\n",
            "nd -> ['48467'] (1 occurrences)\n",
            "nd4arhysin -> ['47672'] (1 occurrences)\n",
            "ndq7pyycp8 -> ['45610'] (1 occurrences)\n",
            "ndvxa7m8lc -> ['46263'] (1 occurrences)\n",
            "ndwr67kfvm -> ['46130'] (1 occurrences)\n",
            "ne -> ['46074', '47529'] (2 occurrences)\n",
            "nealaryud6 -> ['46225'] (1 occurrences)\n",
            "near -> ['45527', '46208', '46217', '46371', '46754', '46989', '47416', '47742', '47830', '48169', '48439', '48550', '48558'] (13 occurrences)\n",
            "nearbi -> ['45794', '46385', '46913', '47160', '48039', '48229'] (6 occurrences)\n",
            "nearest -> ['46000', '47098', '48183', '48455'] (4 occurrences)\n",
            "nearli -> ['45418', '45475', '45715', '46311', '46649', '46761', '48340', '48584'] (8 occurrences)\n",
            "nebraska -> ['45472'] (1 occurrences)\n",
            "neccesari -> ['46360'] (1 occurrences)\n",
            "necess -> ['45174', '45234', '45306', '45307', '45462', '45518', '45581', '45621', '46069', '46309', '46457', '46518', '46560', '46579', '46637', '47026', '47035', '47113', '47154', '47406', '47616', '47650', '48061', '48080', '48188', '48228'] (26 occurrences)\n",
            "nedojd -> ['45298'] (1 occurrences)\n",
            "need -> ['44966', '44983', '44990', '45007', '45027', '45039', '45047', '45049', '45057', '45059', '45066', '45068', '45103', '45128', '45129', '45134', '45140', '45141', '45144', '45150', '45156', '45178', '45179', '45183', '45192', '45199', '45217', '45220', '45247', '45254', '45274', '45315', '45318', '45348', '45351', '45357', '45360', '45361', '45367', '45392', '45395', '45405', '45419', '45436', '45453', '45469', '45472', '45490', '45495', '45527', '45537', '45560', '45562', '45582', '45588', '45595', '45596', '45606', '45620', '45624', '45640', '45645', '45665', '45672', '45682', '45690', '45691', '45697', '45700', '45707', '45720', '45745', '45746', '45747', '45748', '45764', '45784', '45800', '45801', '45806', '45811', '45814', '45819', '45825', '45827', '45849', '45868', '45879', '45890', '45918', '45920', '46000', '46015', '46019', '46040', '46043', '46048', '46077', '46090', '46139', '46147', '46150', '46151', '46163', '46172', '46199', '46217', '46224', '46225', '46234', '46236', '46301', '46305', '46326', '46336', '46349', '46363', '46369', '46375', '46376', '46383', '46422', '46425', '46427', '46433', '46440', '46458', '46485', '46489', '46506', '46517', '46525', '46526', '46543', '46553', '46555', '46560', '46566', '46598', '46601', '46605', '46612', '46620', '46622', '46636', '46659', '46676', '46681', '46688', '46693', '46696', '46699', '46702', '46709', '46713', '46715', '46738', '46744', '46746', '46753', '46759', '46764', '46767', '46771', '46791', '46802', '46808', '46810', '46835', '46844', '46855', '46863', '46866', '46876', '46883', '46896', '46898', '46906', '46912', '46914', '46916', '46921', '46926', '46934', '46939', '46960', '46984', '47008', '47014', '47036', '47049', '47072', '47101', '47109', '47114', '47115', '47127', '47151', '47167', '47171', '47183', '47207', '47209', '47212', '47213', '47233', '47236', '47258', '47281', '47287', '47305', '47306', '47308', '47318', '47322', '47333', '47334', '47342', '47343', '47350', '47354', '47357', '47362', '47373', '47383', '47386', '47388', '47394', '47398', '47401', '47405', '47415', '47422', '47431', '47437', '47439', '47440', '47449', '47450', '47451', '47472', '47476', '47487', '47491', '47494', '47500', '47508', '47530', '47542', '47564', '47565', '47586', '47594', '47597', '47599', '47603', '47626', '47627', '47628', '47645', '47656', '47657', '47664', '47669', '47671', '47672', '47713', '47716', '47718', '47725', '47731', '47734', '47757', '47760', '47771', '47779', '47781', '47783', '47788', '47799', '47806', '47813', '47817', '47821', '47829', '47832', '47833', '47836', '47839', '47856', '47872', '47884', '47885', '47899', '47903', '47908', '47915', '47941', '47943', '47944', '47950', '47955', '47959', '47964', '47973', '47976', '47977', '48010', '48017', '48025', '48026', '48027', '48051', '48057', '48081', '48090', '48092', '48100', '48107', '48111', '48146', '48173', '48180', '48185', '48187', '48192', '48207', '48218', '48219', '48227', '48238', '48242', '48249', '48253', '48279', '48296', '48305', '48312', '48318', '48332', '48341', '48356', '48361', '48364', '48374', '48383', '48385', '48392', '48395', '48396', '48415', '48428', '48433', '48438', '48443', '48459', '48460', '48461', '48462', '48463', '48464', '48467', '48485', '48489', '48491', '48516', '48517', '48518', '48525', '48526', '48537', '48541', '48543', '48569', '48572', '48574', '48584', '48589', '48591', '48596', '48598', '48600', '48601', '48604', '48606', '48613', '48620', '48629', '48631', '48643', '48657', '48659', '48665', '48672', '48688', '48712', '48722', '48723', '48747', '48749'] (400 occurrences)\n",
            "needi -> ['47899', '48223', '48551'] (3 occurrences)\n",
            "needlessli -> ['45562', '46804'] (2 occurrences)\n",
            "needtoknow -> ['48212'] (1 occurrences)\n",
            "neg -> ['46598', '48069', '48210', '48551', '48585'] (5 occurrences)\n",
            "neglect -> ['45014', '45472'] (2 occurrences)\n",
            "negoti -> ['46268'] (1 occurrences)\n",
            "nehru -> ['48231'] (1 occurrences)\n",
            "neighbor -> ['45400', '45588', '45642', '45644', '45691', '46086', '46092', '46363', '46694', '46936', '47156', '47486', '47508', '47747', '47787', '47912', '48012', '48092', '48104', '48229', '48305', '48484'] (22 occurrences)\n",
            "neighborhood -> ['45589', '45623', '45642', '45944', '46524', '46591', '46648', '47113', '47413', '47611', '47708', '48039', '48051'] (13 occurrences)\n",
            "neighborli -> ['47747'] (1 occurrences)\n",
            "neighbour -> ['45236', '45302', '45512', '45628', '45754', '46090', '47151', '47360', '47891', '48023', '48260', '48389'] (12 occurrences)\n",
            "neighbourhood -> ['45746', '46005', '47002'] (3 occurrences)\n",
            "neil -> ['45585'] (1 occurrences)\n",
            "neilsen -> ['45300'] (1 occurrences)\n",
            "neimanmarcu -> ['47469'] (1 occurrences)\n",
            "nejm -> ['45154'] (1 occurrences)\n",
            "nelp -> ['44982'] (1 occurrences)\n",
            "nemesi -> ['45024'] (1 occurrences)\n",
            "nen -> ['45298'] (1 occurrences)\n",
            "nephew -> ['48502'] (1 occurrences)\n",
            "nephmad -> ['48120'] (1 occurrences)\n",
            "nerd -> ['47937'] (1 occurrences)\n",
            "nervou -> ['45538'] (1 occurrences)\n",
            "ness -> ['48325'] (1 occurrences)\n",
            "net -> ['44982', '45155'] (2 occurrences)\n",
            "netelixir -> ['45161', '45162'] (2 occurrences)\n",
            "netflix -> ['45277', '45341', '45382', '45543', '45552', '45780', '46872', '47001', '47434', '48203'] (10 occurrences)\n",
            "netherland -> ['45240', '46236', '46316', '46358', '46377', '46822', '48734'] (7 occurrences)\n",
            "netm -> ['45183'] (1 occurrences)\n",
            "netneutr -> ['47594'] (1 occurrences)\n",
            "network -> ['45971', '46140', '47836', '48191'] (4 occurrences)\n",
            "nevada -> ['45191'] (1 occurrences)\n",
            "new -> ['44953', '44979', '44980', '44990', '45001', '45004', '45012', '45047', '45050', '45104', '45108', '45121', '45140', '45186', '45200', '45263', '45302', '45355', '45357', '45382', '45396', '45462', '45520', '45536', '45550', '45573', '45583', '45589', '45608', '45617', '45635', '45675', '45697', '45743', '45796', '45810', '45831', '45838', '45927', '45932', '45940', '45941', '45960', '45971', '46007', '46023', '46068', '46077', '46125', '46179', '46279', '46294', '46297', '46316', '46358', '46370', '46371', '46412', '46449', '46451', '46463', '46475', '46476', '46482', '46536', '46563', '46582', '46608', '46619', '46661', '46689', '46697', '46700', '46763', '46768', '46819', '46872', '46884', '46886', '46917', '46922', '46931', '47027', '47079', '47145', '47155', '47297', '47333', '47432', '47434', '47467', '47471', '47492', '47507', '47510', '47517', '47529', '47646', '47681', '47690', '47708', '47709', '47813', '47838', '47847', '47849', '47871', '47904', '47985', '48003', '48025', '48064', '48068', '48093', '48100', '48114', '48128', '48138', '48144', '48236', '48292', '48299', '48320', '48370', '48379', '48383', '48431', '48470', '48473', '48523', '48543', '48561', '48568', '48581', '48605', '48609', '48618', '48621', '48650', '48691', '48695', '48698', '48707', '48737', '48742'] (145 occurrences)\n",
            "newest -> ['46900', '48098'] (2 occurrences)\n",
            "newhorizon -> ['47027'] (1 occurrences)\n",
            "newli -> ['45722', '48131'] (2 occurrences)\n",
            "news12 -> ['48442'] (1 occurrences)\n",
            "news18india -> ['47169'] (1 occurrences)\n",
            "news24tvchannel -> ['47169'] (1 occurrences)\n",
            "newscomauhq -> ['48228'] (1 occurrences)\n",
            "newsdatadaili -> ['46892'] (1 occurrences)\n",
            "newsflash -> ['45770'] (1 occurrences)\n",
            "newslett -> ['46222'] (1 occurrences)\n",
            "newsofmideast -> ['48065'] (1 occurrences)\n",
            "newspap -> ['48332', '48491'] (2 occurrences)\n",
            "newspick -> ['46337', '46413'] (2 occurrences)\n",
            "newsprojo -> ['45464'] (1 occurrences)\n",
            "newtgingrich -> ['46649'] (1 occurrences)\n",
            "newwingord -> ['46536'] (1 occurrences)\n",
            "newyork -> ['44956', '46334', '46749', '47942', '48707'] (5 occurrences)\n",
            "newyorkc -> ['47416'] (1 occurrences)\n",
            "next -> ['44957', '44971', '45083', '45214', '45233', '45303', '45323', '45419', '45434', '45527', '45646', '45679', '45688', '45843', '45875', '45909', '46004', '46029', '46040', '46177', '46182', '46187', '46218', '46247', '46252', '46282', '46495', '46571', '46583', '46641', '46761', '46764', '46770', '46830', '46859', '46890', '46903', '46944', '46975', '46977', '47107', '47127', '47179', '47327', '47395', '47403', '47501', '47519', '47590', '47608', '47707', '47710', '47722', '47848', '47872', '47917', '48342', '48356', '48386', '48453', '48597', '48644', '48670', '48722'] (64 occurrences)\n",
            "nf82y5ycuj -> ['45490'] (1 occurrences)\n",
            "nfo8awfsqm -> ['47948'] (1 occurrences)\n",
            "nfxho4sag7 -> ['48210'] (1 occurrences)\n",
            "ng -> ['45912', '47080', '48062'] (3 occurrences)\n",
            "ng1e0fxqqa -> ['47603'] (1 occurrences)\n",
            "ngnz6aj8m4 -> ['46350'] (1 occurrences)\n",
            "ngxrlo6sz8 -> ['47555'] (1 occurrences)\n",
            "nh -> ['46362', '47370', '47800'] (3 occurrences)\n",
            "nh9pw2jfd3 -> ['48021'] (1 occurrences)\n",
            "nhedztpsij -> ['47271'] (1 occurrences)\n",
            "nhhgsm4hqp -> ['47155'] (1 occurrences)\n",
            "nhl -> ['46915', '47076'] (2 occurrences)\n",
            "nhlflame -> ['48650'] (1 occurrences)\n",
            "nhmxepxfzh -> ['45121'] (1 occurrences)\n",
            "nhtitzmqui -> ['46427'] (1 occurrences)\n",
            "nhugd6gamw -> ['45506'] (1 occurrences)\n",
            "nhwfayjiao -> ['47924'] (1 occurrences)\n",
            "ni -> ['47063'] (1 occurrences)\n",
            "niantic -> ['48673'] (1 occurrences)\n",
            "niantichelp -> ['48673'] (1 occurrences)\n",
            "nibbl -> ['48190'] (1 occurrences)\n",
            "nicaragua -> ['45965'] (1 occurrences)\n",
            "nice -> ['44975', '45312', '45331', '45364', '45664', '45704', '45960', '46010', '46066', '46135', '46259', '46300', '46522', '46528', '46725', '46820', '46882', '47055', '47156', '47638', '47967', '48085', '48151', '48319'] (24 occurrences)\n",
            "nicer -> ['45665'] (1 occurrences)\n",
            "nico -> ['47336'] (1 occurrences)\n",
            "nicolasturgeon -> ['48455'] (1 occurrences)\n",
            "nicroman27 -> ['47810'] (1 occurrences)\n",
            "niec -> ['47486'] (1 occurrences)\n",
            "nielsen -> ['45515'] (1 occurrences)\n",
            "nieuw -> ['45950'] (1 occurrences)\n",
            "nifti -> ['46677'] (1 occurrences)\n",
            "nifty50 -> ['47232'] (1 occurrences)\n",
            "nigeria -> ['45554', '46370', '47484', '48553'] (4 occurrences)\n",
            "nigerian -> ['45554', '46370'] (2 occurrences)\n",
            "nigga -> ['47220'] (1 occurrences)\n",
            "night -> ['44962', '45060', '45155', '45281', '45349', '45515', '45571', '45587', '45589', '45821', '45903', '46022', '46077', '46123', '46137', '46168', '46250', '46496', '46504', '46583', '46605', '46865', '46868', '47319', '47446', '47517', '47541', '47704', '47759', '47845', '47949', '48040', '48093', '48240', '48272', '48454'] (36 occurrences)\n",
            "nightlif -> ['48734'] (1 occurrences)\n",
            "nightmar -> ['45703', '45832', '45844', '46340', '46967', '47102'] (6 occurrences)\n",
            "nike -> ['45111', '45653', '47811', '47898', '48134', '48493', '48593', '48594', '48647'] (9 occurrences)\n",
            "nileshshah68 -> ['45053'] (1 occurrences)\n",
            "nimbl -> ['47933'] (1 occurrences)\n",
            "nini -> ['47063'] (1 occurrences)\n",
            "ninja -> ['46041', '47937'] (2 occurrences)\n",
            "nintendo -> ['45790', '47375'] (2 occurrences)\n",
            "ninyo -> ['46798'] (1 occurrences)\n",
            "nit -> ['45237'] (1 occurrences)\n",
            "nj -> ['46931', '47140'] (2 occurrences)\n",
            "nj6ltonfww -> ['48274'] (1 occurrences)\n",
            "nkdarin -> ['47028'] (1 occurrences)\n",
            "nke -> ['48059'] (1 occurrences)\n",
            "nkgjx6q5gv -> ['48692'] (1 occurrences)\n",
            "nkv5v7qmza -> ['46472'] (1 occurrences)\n",
            "nl -> ['46611', '47028'] (2 occurrences)\n",
            "nlipyaqc2o -> ['46592'] (1 occurrences)\n",
            "nlpoli -> ['46611'] (1 occurrences)\n",
            "nlrzmwlu1 -> ['47714'] (1 occurrences)\n",
            "nlt -> ['46440'] (1 occurrences)\n",
            "nlwefcpgrg -> ['45188'] (1 occurrences)\n",
            "nlzlfi5hq4 -> ['48134'] (1 occurrences)\n",
            "nm -> ['47115'] (1 occurrences)\n",
            "nmqbisazx4 -> ['46372'] (1 occurrences)\n",
            "nmu0de1hvo -> ['47931'] (1 occurrences)\n",
            "nnjkj1es79 -> ['45425'] (1 occurrences)\n",
            "nntypzpehk -> ['47928'] (1 occurrences)\n",
            "no5oq1ei2g -> ['45176'] (1 occurrences)\n",
            "nobl -> ['48476'] (1 occurrences)\n",
            "nobodyaskedmebut -> ['47842'] (1 occurrences)\n",
            "nocrowd -> ['45626'] (1 occurrences)\n",
            "nodwkjsfqc -> ['48566'] (1 occurrences)\n",
            "noelxmlpbr -> ['46164'] (1 occurrences)\n",
            "nofood -> ['47173', '47922', '48257'] (3 occurrences)\n",
            "nofril -> ['45870'] (1 occurrences)\n",
            "nog -> ['46897'] (1 occurrences)\n",
            "nogroceri -> ['48049'] (1 occurrences)\n",
            "nolansclontarf -> ['45564'] (1 occurrences)\n",
            "nomicsfin -> ['45632'] (1 occurrences)\n",
            "nomin -> ['44967'] (1 occurrences)\n",
            "non -> ['44971', '45109', '45130', '45207', '45291', '45300', '45338', '45628', '45678', '45756', '45778', '45864', '45881', '45950', '46089', '46150', '46304', '46517', '46532', '46545', '46884', '46886', '46919', '46978', '47016', '47080', '47258', '47424', '47448', '47723', '47823', '48102', '48269', '48384', '48540', '48592', '48628', '48651', '48698', '48738', '48747'] (41 occurrences)\n",
            "nonfood -> ['47634'] (1 occurrences)\n",
            "nonna -> ['47359'] (1 occurrences)\n",
            "nonperish -> ['45686'] (1 occurrences)\n",
            "nonprofit -> ['47899'] (1 occurrences)\n",
            "nonsens -> ['46732'] (1 occurrences)\n",
            "noodl -> ['45080', '45254', '45598', '46238', '46273', '46274', '46967', '47574', '48602'] (9 occurrences)\n",
            "nook -> ['46899'] (1 occurrences)\n",
            "noon -> ['48425'] (1 occurrences)\n",
            "noonegoeshungri -> ['47016'] (1 occurrences)\n",
            "nopan -> ['48049'] (1 occurrences)\n",
            "nopinappleonpizza -> ['47351'] (1 occurrences)\n",
            "nordic -> ['48257'] (1 occurrences)\n",
            "nordstrom -> ['47469'] (1 occurrences)\n",
            "norm -> ['45772', '46689', '46965', '47459', '47950'] (5 occurrences)\n",
            "normal -> ['44962', '44998', '45112', '45120', '45270', '45280', '45353', '45357', '45393', '45590', '45610', '45624', '45665', '45792', '45850', '45966', '46027', '46029', '46191', '46223', '46233', '46247', '46449', '46515', '46530', '46539', '46794', '46950', '46969', '47103', '47272', '47278', '47302', '47303', '47398', '47440', '47494', '47497', '47638', '47675', '47832', '47883', '47886', '47934', '47992', '48003', '48020', '48080', '48155', '48177', '48178', '48207', '48416', '48543', '48580', '48584', '48600'] (57 occurrences)\n",
            "normalci -> ['46448', '46928'] (2 occurrences)\n",
            "normornstein -> ['48706'] (1 occurrences)\n",
            "north -> ['47558', '47648', '47963', '48024', '48063', '48442', '48570'] (7 occurrences)\n",
            "northacton -> ['47068'] (1 occurrences)\n",
            "northcarolina -> ['48246'] (1 occurrences)\n",
            "northern -> ['45353', '48152', '48588', '48591'] (4 occurrences)\n",
            "northernireland -> ['48431'] (1 occurrences)\n",
            "northgat -> ['48073', '48514'] (2 occurrences)\n",
            "northi -> ['46877'] (1 occurrences)\n",
            "northmantrad -> ['45175'] (1 occurrences)\n",
            "northwestern -> ['47368'] (1 occurrences)\n",
            "norwai -> ['45374', '45559', '45790', '46052', '47179'] (5 occurrences)\n",
            "norwegian -> ['45500', '45852'] (2 occurrences)\n",
            "nosciencedeni -> ['48019'] (1 occurrences)\n",
            "nose -> ['46041', '46538', '48513'] (3 occurrences)\n",
            "nosed -> ['45272'] (1 occurrences)\n",
            "nosemask -> ['46539'] (1 occurrences)\n",
            "nostril -> ['48513'] (1 occurrences)\n",
            "note -> ['45192', '45249', '45360', '45752', '45755', '45925', '46322', '46997', '47212', '47387', '47773', '48210', '48520', '48669', '48729'] (15 occurrences)\n",
            "nothelp -> ['45639'] (1 occurrences)\n",
            "notic -> ['45107', '45147', '45150', '45273', '45460', '45488', '45844', '45923', '46188', '46274', '46431', '46602', '46690', '46747', '46931', '46981', '47454', '47634', '47695', '47704', '47847', '47978', '48086', '48108', '48213', '48359', '48360', '48528', '48608', '48739'] (30 occurrences)\n",
            "notif -> ['46328', '46745'] (2 occurrences)\n",
            "notmeu -> ['46111'] (1 occurrences)\n",
            "notoiletpap -> ['45577', '47173', '47429', '47517'] (4 occurrences)\n",
            "notoiletrol -> ['47711'] (1 occurrences)\n",
            "notonemoreblock -> ['48099'] (1 occurrences)\n",
            "notravel -> ['46362'] (1 occurrences)\n",
            "notsur -> ['46116'] (1 occurrences)\n",
            "nourish -> ['45718', '46592', '48288'] (3 occurrences)\n",
            "nourishnow -> ['47365'] (1 occurrences)\n",
            "nov -> ['46713'] (1 occurrences)\n",
            "novascotia -> ['45978', '46707'] (2 occurrences)\n",
            "novel -> ['44977', '45015', '45389', '45735', '45790', '45798', '46257', '47231', '47893', '48367', '48418'] (11 occurrences)\n",
            "novelti -> ['45639'] (1 occurrences)\n",
            "novemb -> ['45274', '48150'] (2 occurrences)\n",
            "now -> ['44966', '44971', '45009', '45014', '45040', '45082', '45085', '45091', '45117', '45124', '45144', '45165', '45180', '45187', '45199', '45212', '45228', '45233', '45236', '45245', '45246', '45267', '45285', '45292', '45295', '45313', '45316', '45341', '45349', '45364', '45382', '45391', '45395', '45396', '45409', '45412', '45431', '45435', '45464', '45482', '45489', '45495', '45506', '45557', '45560', '45570', '45577', '45592', '45595', '45602', '45611', '45621', '45643', '45647', '45661', '45676', '45679', '45691', '45693', '45696', '45700', '45703', '45712', '45713', '45719', '45724', '45727', '45728', '45734', '45742', '45744', '45749', '45750', '45783', '45784', '45810', '45817', '45827', '45841', '45874', '45880', '45918', '45919', '45948', '45949', '45959', '45963', '45968', '45991', '45994', '46000', '46018', '46020', '46025', '46031', '46041', '46053', '46055', '46058', '46065', '46069', '46071', '46072', '46083', '46115', '46125', '46152', '46153', '46154', '46156', '46160', '46167', '46172', '46186', '46190', '46196', '46213', '46219', '46223', '46230', '46232', '46242', '46252', '46276', '46284', '46300', '46319', '46328', '46350', '46352', '46362', '46376', '46381', '46403', '46423', '46426', '46437', '46444', '46473', '46483', '46488', '46489', '46490', '46497', '46499', '46501', '46505', '46532', '46539', '46543', '46548', '46560', '46569', '46606', '46612', '46615', '46648', '46653', '46657', '46676', '46678', '46693', '46709', '46712', '46723', '46732', '46735', '46737', '46745', '46771', '46807', '46816', '46867', '46956', '46957', '46960', '46963', '46965', '46990', '47006', '47008', '47025', '47035', '47038', '47048', '47053', '47065', '47091', '47093', '47098', '47117', '47145', '47149', '47152', '47154', '47162', '47163', '47198', '47210', '47217', '47218', '47236', '47265', '47273', '47284', '47303', '47330', '47341', '47348', '47358', '47371', '47393', '47398', '47399', '47422', '47441', '47444', '47454', '47459', '47468', '47469', '47470', '47480', '47495', '47500', '47506', '47516', '47533', '47550', '47581', '47653', '47678', '47722', '47725', '47730', '47732', '47737', '47783', '47802', '47814', '47824', '47835', '47844', '47852', '47856', '47871', '47919', '47939', '47946', '48011', '48027', '48048', '48063', '48116', '48119', '48151', '48152', '48179', '48206', '48217', '48228', '48235', '48240', '48253', '48258', '48265', '48275', '48284', '48286', '48287', '48290', '48291', '48293', '48299', '48304', '48307', '48313', '48324', '48335', '48342', '48351', '48377', '48385', '48395', '48407', '48422', '48432', '48458', '48477', '48478', '48482', '48498', '48514', '48518', '48519', '48521', '48525', '48543', '48555', '48561', '48569', '48601', '48623', '48628', '48635', '48638', '48646', '48648', '48661', '48673', '48684', '48705', '48710', '48717', '48744', '48745'] (316 occurrences)\n",
            "nowadai -> ['47160'] (1 occurrences)\n",
            "nowat -> ['48347'] (1 occurrences)\n",
            "npfoodbank -> ['46015'] (1 occurrences)\n",
            "nq -> ['44971'] (1 occurrences)\n",
            "nqvhtumvrw -> ['48081'] (1 occurrences)\n",
            "nqynuguxxa -> ['48472'] (1 occurrences)\n",
            "nr8qpgextk -> ['47909'] (1 occurrences)\n",
            "nrn9mfq323 -> ['46770'] (1 occurrences)\n",
            "nrnfazhbp8 -> ['47526'] (1 occurrences)\n",
            "nsitharaman -> ['46771', '47745'] (2 occurrences)\n",
            "ntads0zunk -> ['48288'] (1 occurrences)\n",
            "ntfnkqrobn -> ['48533'] (1 occurrences)\n",
            "nubl1bhbid -> ['45493'] (1 occurrences)\n",
            "nuckchorris16 -> ['48019'] (1 occurrences)\n",
            "nudgqww4i2 -> ['47263'] (1 occurrences)\n",
            "nuernberg -> ['45446'] (1 occurrences)\n",
            "nufc -> ['47529'] (1 occurrences)\n",
            "nugget -> ['45237'] (1 occurrences)\n",
            "nukhcgtwkh -> ['47910'] (1 occurrences)\n",
            "null -> ['45477'] (1 occurrences)\n",
            "number -> ['44983', '45162', '45902', '46102', '46279', '46358', '46717', '46821', '46891', '47363', '47543', '47665', '47764', '47777', '47855', '47857', '47905', '47984', '48024', '48079', '48487', '48687'] (22 occurrences)\n",
            "numenor -> ['48206'] (1 occurrences)\n",
            "nuova -> ['46698'] (1 occurrences)\n",
            "nuqatitmri -> ['46744'] (1 occurrences)\n",
            "nur -> ['48726'] (1 occurrences)\n",
            "nuremberg -> ['47581'] (1 occurrences)\n",
            "nurs -> ['45179', '45266', '45563', '45644', '45907', '45962', '46452', '46478', '46610', '46824', '47341', '47343', '47638', '47794', '47976', '48103', '48488'] (17 occurrences)\n",
            "nurses2020 -> ['45563'] (1 occurrences)\n",
            "nut -> ['45262', '45270', '45720', '45751', '45886', '45952', '47117', '48036', '48167', '48244', '48426'] (11 occurrences)\n",
            "nutrit -> ['48113', '48714'] (2 occurrences)\n",
            "nutriti -> ['45687', '47320', '47766'] (3 occurrences)\n",
            "nutritionhous -> ['45177'] (1 occurrences)\n",
            "nutter -> ['47191'] (1 occurrences)\n",
            "nvckwescwb -> ['47987'] (1 occurrences)\n",
            "nvcsiw6zhc -> ['46520'] (1 occurrences)\n",
            "nvkajveywj -> ['48285'] (1 occurrences)\n",
            "nvm -> ['46438'] (1 occurrences)\n",
            "nvsqntheau -> ['46353'] (1 occurrences)\n",
            "nvx3tltuqx -> ['47092'] (1 occurrences)\n",
            "nw5fhsodtj -> ['45061'] (1 occurrences)\n",
            "nwnq0kbwcr -> ['46683'] (1 occurrences)\n",
            "nwo -> ['45264', '48030'] (2 occurrences)\n",
            "nxt -> ['45694'] (1 occurrences)\n",
            "ny -> ['45298', '45589', '45764', '45978', '46458', '47555', '48377'] (7 occurrences)\n",
            "ny1desk -> ['47034'] (1 occurrences)\n",
            "ny1newsat11 -> ['47034'] (1 occurrences)\n",
            "ny1pic -> ['47034'] (1 occurrences)\n",
            "ny8iznbqlv -> ['47839'] (1 occurrences)\n",
            "nyana -> ['46940'] (1 occurrences)\n",
            "nyc -> ['45004', '45225', '45505', '45662', '45740', '45964', '46296', '46485', '46718'] (9 occurrences)\n",
            "nycdh -> ['48099'] (1 occurrences)\n",
            "nycmayor -> ['45740', '47034'] (2 occurrences)\n",
            "nycmayorsoffic -> ['48099'] (1 occurrences)\n",
            "nycprim -> ['47416'] (1 occurrences)\n",
            "nycspeakercojo -> ['48235'] (1 occurrences)\n",
            "nydailynew -> ['46947'] (1 occurrences)\n",
            "nyer -> ['44983'] (1 occurrences)\n",
            "nygovcuomo -> ['45740', '47004', '47034', '48099'] (4 occurrences)\n",
            "nyon -> ['46371'] (1 occurrences)\n",
            "nypost -> ['47877'] (1 occurrences)\n",
            "nyse -> ['48712'] (1 occurrences)\n",
            "nyt3hxzyyo -> ['48660'] (1 occurrences)\n",
            "nytim -> ['48327'] (1 occurrences)\n",
            "nz -> ['47348', '48261'] (2 occurrences)\n",
            "nzaoptklii -> ['47383'] (1 occurrences)\n",
            "nzmd73jm3f -> ['46534'] (1 occurrences)\n",
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            "nzx5rrc9g7 -> ['46059'] (1 occurrences)\n",
            "o0peqv01z -> ['46601'] (1 occurrences)\n",
            "o2nrn495ip -> ['47882'] (1 occurrences)\n",
            "o2o -> ['45459'] (1 occurrences)\n",
            "o2zxvmcz4g -> ['46843'] (1 occurrences)\n",
            "o3ufd3nrqx -> ['48702'] (1 occurrences)\n",
            "o3zb8xophm -> ['47937'] (1 occurrences)\n",
            "o45h0jdi8 -> ['45126'] (1 occurrences)\n",
            "o6royxlchz -> ['45974'] (1 occurrences)\n",
            "o6tkanmvvd -> ['47404'] (1 occurrences)\n",
            "o9o6axezsk -> ['47300'] (1 occurrences)\n",
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            "oai3d7jmct -> ['45286'] (1 occurrences)\n",
            "oak -> ['47004'] (1 occurrences)\n",
            "oaka4kfdak -> ['45845'] (1 occurrences)\n",
            "oatmeal -> ['46656'] (1 occurrences)\n",
            "obc7bcvhdd -> ['47926'] (1 occurrences)\n",
            "obchodn -> ['45298'] (1 occurrences)\n",
            "obcvnsl2hw -> ['46623'] (1 occurrences)\n",
            "oblig -> ['48324'] (1 occurrences)\n",
            "obligatori -> ['47401', '48004'] (2 occurrences)\n",
            "obnoxi -> ['47138'] (1 occurrences)\n",
            "obp5j3vnjh -> ['48506'] (1 occurrences)\n",
            "obpacmmpxf -> ['46857'] (1 occurrences)\n",
            "obsadit -> ['45298'] (1 occurrences)\n",
            "obscen -> ['45351', '45524', '47138'] (3 occurrences)\n",
            "obscur -> ['47735'] (1 occurrences)\n",
            "observ -> ['45526', '45598', '46888', '47205', '48012', '48329', '48577'] (7 occurrences)\n",
            "obsess -> ['46009', '47991'] (2 occurrences)\n",
            "obtain -> ['46157'] (1 occurrences)\n",
            "obv -> ['46366', '46913'] (2 occurrences)\n",
            "obviou -> ['46130', '46453', '46739', '47850', '47903', '47976'] (6 occurrences)\n",
            "obvious -> ['45452', '46205', '47697', '47850', '48215'] (5 occurrences)\n",
            "obyrn -> ['47871'] (1 occurrences)\n",
            "ocado -> ['45435', '46042', '46744', '47408', '47790', '47837'] (6 occurrences)\n",
            "occupi -> ['48494'] (1 occurrences)\n",
            "occur -> ['45971', '47104', '48137'] (3 occurrences)\n",
            "ocd -> ['47037'] (1 occurrences)\n",
            "ocg -> ['44975'] (1 occurrences)\n",
            "ockmmrikql -> ['48120'] (1 occurrences)\n",
            "ocvigs2edi -> ['48071'] (1 occurrences)\n",
            "ocwqpjo5ht -> ['44991'] (1 occurrences)\n",
            "od7hrxkrih -> ['45804'] (1 occurrences)\n",
            "odd -> ['45565'] (1 occurrences)\n",
            "odjmoh7ngw -> ['48704'] (1 occurrences)\n",
            "odv3hwvgwn -> ['48062'] (1 occurrences)\n",
            "odyoahobzu -> ['45579'] (1 occurrences)\n",
            "oehviqz44j -> ['48070'] (1 occurrences)\n",
            "oeidjolxib -> ['45432'] (1 occurrences)\n",
            "oeuals62fu -> ['47693'] (1 occurrences)\n",
            "oexmucin1i -> ['45300'] (1 occurrences)\n",
            "of2tw3qx6x -> ['48396'] (1 occurrences)\n",
            "of2uqvwooa -> ['47207'] (1 occurrences)\n",
            "of3v0ai88r -> ['48472'] (1 occurrences)\n",
            "ofc -> ['45781'] (1 occurrences)\n",
            "ofcours -> ['45983'] (1 occurrences)\n",
            "offens -> ['48230'] (1 occurrences)\n",
            "offer -> ['45005', '45011', '45282', '45386', '45517', '45642', '45651', '45719', '45770', '45839', '46066', '46248', '46373', '46420', '46442', '46448', '46535', '46567', '46650', '46729', '47001', '47044', '47113', '47131', '47132', '47133', '47254', '47304', '47490', '47508', '47640', '47738', '47787', '47819', '47846', '48021', '48156', '48182', '48183', '48226', '48384', '48427', '48435', '48525', '48546', '48547', '48715'] (47 occurrences)\n",
            "offerup -> ['47315'] (1 occurrences)\n",
            "offhandmanor1 -> ['45841'] (1 occurrences)\n",
            "offic -> ['44994', '45041', '45117', '45446', '45621', '45772', '45841', '45852', '45936', '46037', '46657', '46767', '46800', '46978', '47056', '47221', '47291', '47326', '47384', '47435', '47634', '47689', '47794', '47812', '47924', '47960', '48041', '48415', '48524', '48591', '48598'] (31 occurrences)\n",
            "officerbandit -> ['45252'] (1 occurrences)\n",
            "offici -> ['45012', '45105', '45227', '45464', '45676', '45752', '46144', '46338', '46426', '47325', '47374', '47574', '47683', '47985', '48370', '48420', '48529', '48568'] (18 occurrences)\n",
            "offlin -> ['45245'] (1 occurrences)\n",
            "offset -> ['46395', '47858'] (2 occurrences)\n",
            "ofh8n5rmnd -> ['46484'] (1 occurrences)\n",
            "ofqrpp4r9v -> ['45139'] (1 occurrences)\n",
            "ogama -> ['47559'] (1 occurrences)\n",
            "ogvigi2s -> ['45465'] (1 occurrences)\n",
            "oh5rleqdvp -> ['47437'] (1 occurrences)\n",
            "ohio -> ['45169', '45536', '46192', '46573'] (4 occurrences)\n",
            "ohiocoronaviru -> ['46226', '46558', '46834', '47419'] (4 occurrences)\n",
            "oi8jlktslw -> ['48163'] (1 occurrences)\n",
            "oil -> ['44977', '44986', '45000', '45001', '45002', '45013', '45016', '45024', '45030', '45046', '45076', '45083', '45114', '45229', '45250', '45263', '45269', '45328', '45354', '45385', '45429', '45449', '45468', '45476', '45491', '45521', '45554', '45651', '45817', '45820', '45836', '45900', '45910', '45938', '45979', '45992', '46019', '46111', '46130', '46138', '46155', '46185', '46232', '46290', '46310', '46327', '46370', '46375', '46404', '46547', '46584', '46592', '46669', '46677', '46708', '46803', '46847', '47021', '47042', '47070', '47084', '47099', '47265', '47473', '47478', '47659', '47662', '47695', '47722', '47793', '47910', '48116', '48553'] (73 occurrences)\n",
            "oiler -> ['45978', '47930'] (2 occurrences)\n",
            "oilpatch -> ['44977'] (1 occurrences)\n",
            "oilpric -> ['45491', '47134', '47695'] (3 occurrences)\n",
            "oilpricecrash -> ['47070'] (1 occurrences)\n",
            "oilpricewar -> ['46124'] (1 occurrences)\n",
            "oilvscoronaviru -> ['45979'] (1 occurrences)\n",
            "oilwar -> ['45024'] (1 occurrences)\n",
            "oiyk4n20cn -> ['45241'] (1 occurrences)\n",
            "oj -> ['47504'] (1 occurrences)\n",
            "ok -> ['45019', '45079', '45085', '45138', '45216', '45626', '45963', '46105', '46168', '47006', '47040', '47228', '47319', '47412', '47501', '47666', '47736', '47934', '48055', '48165', '48180', '48203', '48251', '48406', '48717'] (25 occurrences)\n",
            "okai -> ['45306', '46090', '46373', '47420', '47722', '47955', '48341', '48415'] (8 occurrences)\n",
            "okei -> ['46049'] (1 occurrences)\n",
            "okgo3q8ddi -> ['47517'] (1 occurrences)\n",
            "oki -> ['46784'] (1 occurrences)\n",
            "okowa -> ['46130'] (1 occurrences)\n",
            "okra -> ['46948', '48668'] (2 occurrences)\n",
            "oku -> ['48672'] (1 occurrences)\n",
            "ol -> ['47595'] (1 occurrences)\n",
            "old -> ['45072', '45297', '45400', '45511', '45530', '45596', '45628', '45658', '45706', '45790', '45833', '45841', '45907', '45986', '46050', '46216', '46597', '46764', '46832', '46914', '47025', '47079', '47415', '47494', '47576', '47682', '47805', '47908', '47931', '48018', '48035', '48215', '48272', '48438', '48546', '48705', '48719', '48723'] (38 occurrences)\n",
            "older -> ['45032', '45059', '45135', '45226', '45231', '45236', '45331', '45463', '45556', '45641', '45741', '46049', '46502', '46841', '47073', '47494', '47547', '47747', '48039', '48131', '48156', '48431', '48515', '48546', '48547'] (25 occurrences)\n",
            "oldsmar -> ['47840'] (1 occurrences)\n",
            "oliv -> ['47099', '47748', '47808', '48035'] (4 occurrences)\n",
            "olj1aing03 -> ['48709'] (1 occurrences)\n",
            "olli -> ['48136'] (1 occurrences)\n",
            "olymp -> ['46291'] (1 occurrences)\n",
            "ombfsjo4l7 -> ['47688'] (1 occurrences)\n",
            "omg -> ['45212', '45773', '45965', '46232', '47497', '48307'] (6 occurrences)\n",
            "omi -> ['47724'] (1 occurrences)\n",
            "omi76q8duu -> ['47529'] (1 occurrences)\n",
            "omit -> ['45479'] (1 occurrences)\n",
            "ommerc -> ['46983'] (1 occurrences)\n",
            "ommnejzzl -> ['47131'] (1 occurrences)\n",
            "omni -> ['47414'] (1 occurrences)\n",
            "omnichannel -> ['47349'] (1 occurrences)\n",
            "omo -> ['47559'] (1 occurrences)\n",
            "omydvba1fj -> ['47696'] (1 occurrences)\n",
            "on -> ['44955', '45404', '45513', '45583', '45916', '45977', '46104', '46262', '46336', '46369', '46539', '46633', '46782', '46935', '47054', '47152', '47228', '47831', '48438', '48625'] (20 occurrences)\n",
            "on1zfwjkgh -> ['45881'] (1 occurrences)\n",
            "onayya2n81 -> ['45623'] (1 occurrences)\n",
            "onc -> ['45042', '45165', '45448', '45527', '45936', '46761', '46780', '47099', '47267', '47333', '47504', '47537', '47596', '47752', '47813', '47819', '47903', '48013', '48218', '48219'] (20 occurrences)\n",
            "ondemandapp -> ['46802'] (1 occurrences)\n",
            "onespeedjimmi -> ['46432'] (1 occurrences)\n",
            "onfcxvcb6 -> ['46314'] (1 occurrences)\n",
            "ongo -> ['45218', '45476', '45712', '48297', '48725', '48731'] (6 occurrences)\n",
            "onion -> ['47078', '47679'] (2 occurrences)\n",
            "onli -> ['44968', '44998', '45013', '45029', '45057', '45079', '45129', '45131', '45157', '45198', '45269', '45284', '45393', '45527', '45562', '45566', '45567', '45569', '45611', '45743', '45764', '45770', '45772', '45784', '45802', '45810', '45895', '45900', '45936', '45959', '45972', '45983', '46056', '46064', '46103', '46116', '46121', '46132', '46133', '46174', '46180', '46190', '46249', '46261', '46301', '46308', '46360', '46384', '46415', '46490', '46506', '46525', '46545', '46580', '46612', '46614', '46650', '46671', '46693', '46710', '46712', '46735', '46752', '46785', '46805', '46821', '46823', '46848', '46888', '46900', '46927', '46939', '46963', '46989', '46994', '47036', '47078', '47099', '47123', '47183', '47209', '47228', '47259', '47308', '47310', '47320', '47370', '47414', '47425', '47450', '47556', '47565', '47600', '47626', '47627', '47645', '47657', '47660', '47692', '47694', '47695', '47722', '47821', '47826', '47833', '47873', '47915', '47916', '47923', '47962', '47964', '47972', '47973', '47977', '47988', '48004', '48034', '48047', '48053', '48060', '48074', '48083', '48111', '48114', '48119', '48149', '48153', '48215', '48218', '48219', '48226', '48245', '48289', '48302', '48319', '48331', '48352', '48364', '48377', '48383', '48386', '48407', '48426', '48437', '48440', '48457', '48475', '48489', '48504', '48514', '48550', '48597', '48624', '48648', '48652', '48663', '48672', '48713', '48734'] (159 occurrences)\n",
            "onlin -> ['44953', '45005', '45017', '45023', '45039', '45074', '45077', '45078', '45081', '45096', '45097', '45124', '45125', '45126', '45141', '45161', '45162', '45165', '45196', '45204', '45215', '45218', '45219', '45222', '45225', '45227', '45236', '45238', '45243', '45245', '45277', '45280', '45282', '45285', '45292', '45296', '45302', '45303', '45323', '45333', '45336', '45341', '45365', '45366', '45375', '45435', '45436', '45438', '45459', '45480', '45484', '45492', '45505', '45511', '45516', '45543', '45561', '45573', '45582', '45583', '45585', '45600', '45607', '45622', '45628', '45634', '45656', '45669', '45696', '45704', '45712', '45716', '45734', '45736', '45741', '45753', '45782', '45790', '45799', '45804', '45825', '45838', '45839', '45841', '45842', '45845', '45848', '45856', '45858', '45880', '45883', '45893', '45901', '45909', '45914', '45976', '45980', '45982', '45985', '45993', '45994', '46000', '46001', '46003', '46015', '46045', '46058', '46063', '46080', '46084', '46090', '46096', '46099', '46106', '46134', '46158', '46170', '46188', '46191', '46197', '46200', '46245', '46254', '46258', '46264', '46296', '46300', '46302', '46309', '46320', '46337', '46343', '46348', '46350', '46351', '46352', '46361', '46390', '46412', '46413', '46418', '46419', '46420', '46468', '46492', '46502', '46512', '46519', '46528', '46535', '46544', '46550', '46560', '46572', '46576', '46586', '46595', '46607', '46615', '46617', '46618', '46626', '46633', '46640', '46654', '46683', '46685', '46719', '46744', '46760', '46766', '46768', '46782', '46817', '46819', '46825', '46826', '46837', '46871', '46884', '46896', '46908', '46915', '46933', '46942', '46961', '46970', '46971', '46977', '46983', '46986', '46993', '47031', '47038', '47039', '47040', '47080', '47116', '47118', '47119', '47120', '47127', '47131', '47136', '47137', '47138', '47148', '47151', '47158', '47160', '47172', '47174', '47180', '47185', '47197', '47198', '47208', '47214', '47226', '47230', '47231', '47235', '47237', '47240', '47242', '47248', '47249', '47254', '47262', '47282', '47283', '47316', '47339', '47342', '47343', '47344', '47349', '47361', '47368', '47379', '47382', '47389', '47395', '47396', '47408', '47409', '47432', '47436', '47454', '47455', '47458', '47471', '47472', '47474', '47482', '47492', '47493', '47497', '47501', '47508', '47511', '47512', '47522', '47529', '47540', '47552', '47583', '47591', '47594', '47607', '47608', '47610', '47619', '47622', '47624', '47632', '47640', '47650', '47655', '47677', '47689', '47703', '47709', '47711', '47714', '47716', '47720', '47728', '47729', '47730', '47732', '47747', '47755', '47758', '47762', '47765', '47767', '47769', '47783', '47785', '47786', '47790', '47797', '47800', '47801', '47819', '47834', '47835', '47836', '47837', '47838', '47844', '47846', '47847', '47865', '47869', '47875', '47878', '47879', '47890', '47901', '47905', '47914', '47916', '47927', '47936', '47946', '47947', '47948', '47954', '47955', '47957', '47962', '47967', '47968', '47973', '47974', '47989', '47995', '47996', '47999', '48018', '48021', '48023', '48029', '48039', '48040', '48042', '48054', '48064', '48069', '48070', '48071', '48072', '48082', '48084', '48094', '48096', '48101', '48105', '48109', '48114', '48116', '48130', '48133', '48140', '48156', '48158', '48162', '48170', '48171', '48173', '48182', '48183', '48196', '48201', '48205', '48211', '48214', '48225', '48240', '48246', '48248', '48250', '48253', '48254', '48255', '48266', '48272', '48279', '48284', '48287', '48294', '48301', '48303', '48304', '48314', '48320', '48322', '48329', '48330', '48335', '48337', '48339', '48343', '48348', '48349', '48359', '48362', '48373', '48382', '48384', '48385', '48398', '48400', '48402', '48407', '48413', '48414', '48419', '48420', '48422', '48428', '48429', '48434', '48438', '48442', '48446', '48449', '48453', '48468', '48470', '48473', '48477', '48480', '48485', '48486', '48494', '48497', '48498', '48520', '48521', '48535', '48552', '48556', '48569', '48578', '48579', '48600', '48601', '48603', '48608', '48615', '48619', '48620', '48626', '48627', '48641', '48642', '48648', '48649', '48656', '48664', '48669', '48670', '48671', '48687', '48708', '48710', '48711', '48731', '48736'] (472 occurrences)\n",
            "onlineshop -> ['45162', '45190', '45736', '45799', '46248', '46254', '46418', '46683', '46887', '47198', '47454', '47844', '47927', '48071', '48398'] (15 occurrences)\n",
            "onlinr -> ['46352'] (1 occurrences)\n",
            "onlyfan -> ['47328'] (1 occurrences)\n",
            "onpoli -> ['45396'] (1 occurrences)\n",
            "onset -> ['46611', '47779'] (2 occurrences)\n",
            "onsit -> ['46877', '48444'] (2 occurrences)\n",
            "onslaught -> ['46615'] (1 occurrences)\n",
            "ontarian -> ['47766', '47886', '48700'] (3 occurrences)\n",
            "ontario -> ['45263', '45396', '46356', '46638', '46716', '46978', '46988', '47187', '47234', '47266', '47517', '47631', '47766', '47897', '48020', '48138', '48700'] (17 occurrences)\n",
            "oo3uhc9hxo -> ['45052'] (1 occurrences)\n",
            "oodt -> ['45838'] (1 occurrences)\n",
            "oommen -> ['46664', '46665'] (2 occurrences)\n",
            "ooo -> ['45655', '47559'] (2 occurrences)\n",
            "oop -> ['45591', '46449'] (2 occurrences)\n",
            "ooredoomald -> ['47334'] (1 occurrences)\n",
            "ootd -> ['48187'] (1 occurrences)\n",
            "oott -> ['45024'] (1 occurrences)\n",
            "ooz -> ['46181'] (1 occurrences)\n",
            "op -> ['48184', '48376', '48568'] (3 occurrences)\n",
            "opat -> ['45298'] (1 occurrences)\n",
            "opec -> ['44977', '45000', '45024', '46763'] (4 occurrences)\n",
            "open -> ['44978', '44995', '45193', '45214', '45272', '45377', '45483', '45507', '45715', '45795', '45886', '46175', '46244', '46380', '46434', '46535', '46543', '46572', '46634', '46659', '46668', '46678', '46726', '46765', '46775', '46951', '47027', '47066', '47206', '47221', '47253', '47289', '47332', '47353', '47376', '47489', '47529', '47530', '47573', '47595', '47601', '47679', '47689', '47739', '47806', '47845', '47846', '47873', '47879', '47915', '48000', '48014', '48022', '48083', '48097', '48101', '48118', '48190', '48198', '48222', '48242', '48289', '48290', '48297', '48332', '48359', '48363', '48377', '48416', '48430', '48431', '48432', '48452', '48485', '48491', '48508', '48514', '48515', '48518', '48524', '48527', '48543', '48555', '48608', '48632', '48655', '48657', '48729', '48731'] (89 occurrences)\n",
            "oper -> ['45015', '45201', '45609', '45689', '45763', '46191', '46452', '46682', '46969', '47592', '47901', '48359', '48360', '48528', '48586', '48643', '48729'] (17 occurrences)\n",
            "opfkb7z2t5 -> ['47061'] (1 occurrences)\n",
            "opindia -> ['47578'] (1 occurrences)\n",
            "opinion -> ['45731', '45935', '46199', '46585'] (4 occurrences)\n",
            "oppertun -> ['47592'] (1 occurrences)\n",
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            "opportunist -> ['45307', '45938', '45987', '46387', '48054'] (5 occurrences)\n",
            "oppos -> ['46942'] (1 occurrences)\n",
            "opposit -> ['45145', '47445', '48003', '48106'] (4 occurrences)\n",
            "oppress -> ['46220', '47706'] (2 occurrences)\n",
            "oprah -> ['48551'] (1 occurrences)\n",
            "opravdu -> ['45298'] (1 occurrences)\n",
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            "opt -> ['46572'] (1 occurrences)\n",
            "optic -> ['44985'] (1 occurrences)\n",
            "optim -> ['48086'] (1 occurrences)\n",
            "optimist -> ['44971', '45196', '46633'] (3 occurrences)\n",
            "option -> ['45755', '45839', '46188', '46198', '47197', '47367', '47587', '47595', '47836', '47968', '48459', '48460', '48461', '48462', '48463', '48464'] (16 occurrences)\n",
            "oqdalbhyfa -> ['47859'] (1 occurrences)\n",
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            "oqzjkamkvt -> ['47614'] (1 occurrences)\n",
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            "orderli -> ['47641'] (1 occurrences)\n",
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            "ordinari -> ['45353', '45610', '48185'] (3 occurrences)\n",
            "oregon -> ['45227', '46621'] (2 occurrences)\n",
            "oregonhuman -> ['46147'] (1 occurrences)\n",
            "orfrozenfruit -> ['47429'] (1 occurrences)\n",
            "org -> ['45637'] (1 occurrences)\n",
            "organ -> ['44965', '45160', '45202', '45592', '45839', '46007', '46179', '46180', '46706', '46800', '46841', '46966', '47026', '47079', '47376', '48023', '48039', '48162', '48174', '48216'] (20 occurrences)\n",
            "organi -> ['46776'] (1 occurrences)\n",
            "organis -> ['48529'] (1 occurrences)\n",
            "origin -> ['45124', '45383', '45570', '46423', '47460', '47842', '47992', '48246'] (8 occurrences)\n",
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            "ormoc -> ['46610'] (1 occurrences)\n",
            "orqoy2a46i -> ['48556'] (1 occurrences)\n",
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            "osher -> ['48289'] (1 occurrences)\n",
            "oslo -> ['46052'] (1 occurrences)\n",
            "ospinta -> ['45060'] (1 occurrences)\n",
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            "otc -> ['45405'] (1 occurrences)\n",
            "otp -> ['46438'] (1 occurrences)\n",
            "ott -> ['46840'] (1 occurrences)\n",
            "ottawa -> ['45528', '46026', '46386', '46479', '46747', '47668'] (6 occurrences)\n",
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            "owner -> ['45146', '45744', '45803', '45872', '45896', '45914', '46171', '46220', '46235', '48051', '48293', '48323'] (12 occurrences)\n",
            "oxutfqhkk7 -> ['45473'] (1 occurrences)\n",
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            "ozv4qym43i -> ['48008'] (1 occurrences)\n",
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            "ozzyosbourn -> ['45695'] (1 occurrences)\n",
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            "p41vjg4ud6 -> ['46140'] (1 occurrences)\n",
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            "p9n3cprma -> ['47640'] (1 occurrences)\n",
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            "pa -> ['45243', '45345', '45667'] (3 occurrences)\n",
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            "pace -> ['45077', '45078', '46018', '47421', '48700'] (5 occurrences)\n",
            "pacifi -> ['48097'] (1 occurrences)\n",
            "pack -> ['44954', '45112', '45303', '45412', '45469', '45527', '45575', '45626', '45761', '45763', '45779', '45931', '45940', '45951', '46158', '46258', '46334', '46374', '46386', '46546', '46622', '46655', '46692', '46711', '46762', '46821', '46844', '46854', '46857', '46877', '46927', '47006', '47030', '47090', '47110', '47264', '47285', '47411', '47509', '47524', '47525', '47718', '47725', '47726', '47765', '47843', '48113', '48120', '48170', '48220', '48235', '48612', '48747'] (53 occurrences)\n",
            "packag -> ['44993', '45011', '45124', '45201', '45227', '45361', '46052', '46075', '46243', '46268', '46586', '46683', '46840', '47052', '47157', '47435', '47780', '48069', '48123', '48313', '48433', '48689'] (22 occurrences)\n",
            "packer -> ['45086'] (1 occurrences)\n",
            "packet -> ['45087', '45295', '45733', '46103', '46836', '47308'] (6 occurrences)\n",
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            "page -> ['45078', '45343', '46373', '46729', '47822'] (5 occurrences)\n",
            "pai -> ['45028', '45112', '45209', '45217', '45265', '45304', '45311', '45348', '45386', '45517', '45518', '45606', '45717', '45723', '45737', '45742', '45805', '45937', '45988', '46067', '46136', '46159', '46333', '46505', '46557', '46572', '46584', '46757', '46784', '46830', '46843', '46881', '46900', '47040', '47106', '47129', '47284', '47463', '47567', '47686', '47769', '47800', '47811', '47826', '47874', '48005', '48006', '48039', '48078', '48129', '48152', '48279', '48286', '48313', '48337', '48398', '48399', '48402', '48476', '48527', '48634', '48646', '48651', '48697', '48702'] (65 occurrences)\n",
            "paid -> ['44958', '44968', '45028', '45065', '45209', '45255', '45258', '45389', '45532', '45576', '45629', '45717', '45719', '45730', '45763', '45919', '45937', '45955', '46031', '46268', '46358', '46414', '46424', '46489', '46498', '46558', '46574', '46620', '46709', '47062', '47064', '47069', '47274', '47291', '47410', '47506', '47584', '47587', '47748', '47820', '47825', '47955', '48052', '48053', '48085', '48372', '48634', '48694', '48734'] (49 occurrences)\n",
            "paidleaveforal -> ['44982'] (1 occurrences)\n",
            "paidsickdai -> ['48199'] (1 occurrences)\n",
            "paidsickleav -> ['45717'] (1 occurrences)\n",
            "pain -> ['45259', '45328', '45990', '46104', '47081', '48018'] (6 occurrences)\n",
            "painkil -> ['45259'] (1 occurrences)\n",
            "paint -> ['45559', '47226'] (2 occurrences)\n",
            "pair -> ['45736', '46740'] (2 occurrences)\n",
            "pajama -> ['47522'] (1 occurrences)\n",
            "pak -> ['46366'] (1 occurrences)\n",
            "pakistan -> ['47237', '48682'] (2 occurrences)\n",
            "pakistani -> ['45329'] (1 occurrences)\n",
            "pakistanimuslim -> ['48738'] (1 occurrences)\n",
            "pakistanio -> ['48688'] (1 occurrences)\n",
            "pal -> ['46577', '47522'] (2 occurrences)\n",
            "palestinian -> ['47706'] (1 occurrences)\n",
            "palett -> ['47250'] (1 occurrences)\n",
            "pallet -> ['46921'] (1 occurrences)\n",
            "palli -> ['45099'] (1 occurrences)\n",
            "palm -> ['46120'] (1 occurrences)\n",
            "pam -> ['46747'] (1 occurrences)\n",
            "panama -> ['48685'] (1 occurrences)\n",
            "pancit -> ['46967'] (1 occurrences)\n",
            "pandem -> ['45109', '45113', '45124', '45166', '45179', '45181', '45202', '45208', '45215', '45225', '45240', '45456', '45473', '45476', '45477', '45485', '45488', '45494', '45515', '45524', '45526', '45554', '45583', '45589', '45590', '45617', '45631', '45658', '45675', '45676', '45684', '45722', '45778', '45781', '45788', '45794', '45821', '45868', '45917', '45977', '45982', '45996', '45997', '46134', '46144', '46168', '46190', '46219', '46284', '46285', '46306', '46371', '46375', '46418', '46430', '46488', '46533', '46569', '46581', '46594', '46630', '46637', '46649', '46661', '46664', '46665', '46683', '46695', '46697', '46766', '46810', '46817', '46843', '46875', '46922', '46982', '46988', '46999', '47003', '47021', '47056', '47113', '47181', '47184', '47210', '47231', '47239', '47250', '47264', '47394', '47427', '47447', '47483', '47515', '47519', '47523', '47524', '47525', '47551', '47556', '47580', '47631', '47632', '47644', '47714', '47740', '47778', '47782', '47832', '47847', '47867', '47886', '47901', '47953', '47961', '48006', '48020', '48036', '48070', '48117', '48234', '48258', '48287', '48298', '48305', '48318', '48324', '48331', '48344', '48347', '48443', '48450', '48515', '48516', '48517', '48526', '48527', '48549', '48556', '48564', '48593', '48594', '48596', '48603', '48605', '48639', '48681', '48703', '48714', '48731'] (150 occurrences)\n",
            "pandemia -> ['45145', '45327', '45645'] (3 occurrences)\n",
            "pandemicpan -> ['46216'] (1 occurrences)\n",
            "pandemicpandemonium -> ['47297'] (1 occurrences)\n",
            "pandemicparti -> ['45897'] (1 occurrences)\n",
            "pandemicprepared -> ['47581'] (1 occurrences)\n",
            "pandemonium -> ['44980', '46136', '47595', '48193', '48194', '48195', '48276'] (7 occurrences)\n",
            "panden -> ['45546'] (1 occurrences)\n",
            "pandumb -> ['45142', '45181'] (2 occurrences)\n",
            "panel -> ['45659', '48067'] (2 occurrences)\n",
            "pani -> ['48706'] (1 occurrences)\n",
            "panic -> ['44956', '44965', '44976', '44980', '44985', '44987', '44988', '44990', '45019', '45022', '45047', '45064', '45082', '45086', '45090', '45104', '45108', '45110', '45120', '45134', '45163', '45195', '45220', '45237', '45251', '45254', '45261', '45278', '45286', '45290', '45291', '45313', '45315', '45347', '45355', '45361', '45366', '45384', '45389', '45392', '45395', '45408', '45419', '45461', '45463', '45464', '45469', '45481', '45490', '45503', '45541', '45546', '45551', '45552', '45562', '45574', '45581', '45589', '45624', '45635', '45636', '45643', '45657', '45660', '45662', '45664', '45668', '45672', '45673', '45676', '45679', '45681', '45682', '45689', '45690', '45697', '45704', '45724', '45729', '45743', '45746', '45748', '45755', '45762', '45766', '45768', '45772', '45777', '45788', '45789', '45810', '45849', '45855', '45863', '45865', '45892', '45895', '45898', '45913', '45918', '45925', '45946', '45965', '45968', '45972', '45974', '45975', '45990', '46006', '46011', '46032', '46033', '46036', '46038', '46047', '46070', '46092', '46096', '46104', '46107', '46119', '46121', '46145', '46154', '46161', '46163', '46166', '46167', '46169', '46178', '46180', '46184', '46193', '46199', '46205', '46210', '46219', '46221', '46234', '46236', '46241', '46252', '46281', '46291', '46293', '46301', '46315', '46316', '46330', '46331', '46332', '46338', '46354', '46360', '46363', '46367', '46388', '46393', '46429', '46437', '46449', '46457', '46473', '46478', '46479', '46481', '46487', '46499', '46507', '46508', '46531', '46532', '46541', '46543', '46548', '46549', '46553', '46596', '46601', '46605', '46606', '46610', '46625', '46636', '46637', '46638', '46663', '46674', '46676', '46687', '46695', '46700', '46705', '46715', '46716', '46736', '46744', '46747', '46748', '46751', '46759', '46760', '46779', '46786', '46790', '46795', '46804', '46805', '46806', '46810', '46813', '46836', '46850', '46856', '46888', '46899', '46903', '46905', '46924', '46934', '46949', '46951', '46952', '46956', '46967', '46968', '46971', '46974', '46985', '46990', '46999', '47009', '47014', '47025', '47028', '47029', '47030', '47033', '47046', '47055', '47058', '47066', '47067', '47071', '47095', '47107', '47114', '47137', '47140', '47142', '47155', '47165', '47170', '47176', '47183', '47186', '47189', '47192', '47194', '47196', '47201', '47203', '47204', '47213', '47220', '47221', '47222', '47229', '47234', '47236', '47246', '47250', '47255', '47259', '47274', '47287', '47292', '47302', '47303', '47320', '47325', '47330', '47340', '47342', '47354', '47363', '47372', '47373', '47384', '47400', '47406', '47408', '47414', '47423', '47439', '47446', '47457', '47460', '47465', '47467', '47473', '47474', '47479', '47480', '47483', '47485', '47487', '47491', '47500', '47505', '47510', '47514', '47515', '47518', '47519', '47521', '47572', '47595', '47605', '47606', '47620', '47631', '47643', '47672', '47674', '47678', '47686', '47692', '47697', '47711', '47712', '47719', '47733', '47742', '47744', '47755', '47756', '47760', '47766', '47776', '47777', '47779', '47781', '47782', '47784', '47788', '47799', '47806', '47814', '47828', '47832', '47841', '47848', '47854', '47855', '47857', '47858', '47868', '47871', '47872', '47873', '47874', '47876', '47883', '47884', '47897', '47900', '47902', '47906', '47917', '47926', '47931', '47938', '47945', '47947', '47951', '47952', '47953', '47960', '47962', '47964', '47969', '47988', '47997', '47999', '48001', '48004', '48013', '48017', '48021', '48025', '48031', '48034', '48037', '48046', '48048', '48057', '48058', '48061', '48077', '48079', '48080', '48097', '48120', '48139', '48144', '48150', '48165', '48169', '48172', '48178', '48179', '48181', '48188', '48206', '48216', '48217', '48221', '48223', '48229', '48238', '48240', '48251', '48252', '48253', '48261', '48265', '48267', '48268', '48277', '48280', '48286', '48296', '48298', '48310', '48312', '48319', '48323', '48325', '48340', '48348', '48350', '48358', '48361', '48379', '48383', '48392', '48393', '48394', '48396', '48405', '48426', '48427', '48443', '48457', '48469', '48489', '48494', '48498', '48503', '48506', '48543', '48544', '48548', '48550', '48551', '48554', '48565', '48566', '48567', '48571', '48597', '48600', '48602', '48613', '48625', '48627', '48635', '48643', '48656', '48661', '48663', '48665', '48683', '48684', '48690', '48691', '48696', '48707', '48719', '48721', '48740', '48741', '48747'] (494 occurrences)\n",
            "panicatthedisco -> ['45728'] (1 occurrences)\n",
            "panicbui -> ['45010', '45047', '45330', '45345', '45609', '45620', '45652', '45659', '45721', '45730', '45849', '45973', '46009', '46048', '46127', '46145', '46153', '46168', '46169', '46172', '46199', '46203', '46217', '46230', '46238', '46249', '46276', '46297', '46305', '46314', '46330', '46349', '46371', '46374', '46378', '46392', '46422', '46423', '46467', '46470', '46491', '46505', '46508', '46524', '46530', '46542', '46559', '46630', '46644', '46652', '46653', '46655', '46666', '46689', '46725', '46736', '46741', '46772', '46781', '46783', '46796', '46806', '46813', '46829', '46846', '46849', '46856', '46862', '46866', '46867', '46868', '46874', '46911', '46934', '46970', '47024', '47033', '47034', '47048', '47059', '47071', '47094', '47101', '47117', '47174', '47181', '47207', '47213', '47302', '47314', '47321', '47418', '47421', '47437', '47500', '47514', '47517', '47523', '47524', '47525', '47535', '47554', '47585', '47597', '47630', '47643', '47657', '47678', '47864', '48193', '48194', '48195', '48212', '48241', '48387', '48691'] (116 occurrences)\n",
            "panicbuy -> ['45548', '45659', '46199', '46558', '46579', '47218', '47734', '47765', '48100'] (9 occurrences)\n",
            "panicbuyingireland -> ['45047'] (1 occurrences)\n",
            "panicbuyinguk -> ['45609', '45624'] (2 occurrences)\n",
            "panick -> ['45085', '45105', '45144', '45174', '45196', '45278', '45351', '45358', '45393', '45439', '45444', '45626', '45935', '46025', '46058', '46101', '46135', '46154', '46160', '46168', '46193', '46208', '46407', '46428', '46443', '46528', '46758', '46788', '46797', '46814', '46869', '46901', '46955', '47088', '47173', '47205', '47319', '47362', '47810', '47886', '47902', '47951', '48020', '48191', '48220', '48392', '48471', '48625', '48723', '48728'] (50 occurrences)\n",
            "panickbui -> ['45158', '46047', '46051', '46770', '47335', '47581', '47683', '47959'] (8 occurrences)\n",
            "panickbuyinguk -> ['45259', '45624', '45762', '46744'] (4 occurrences)\n",
            "panicki -> ['47878'] (1 occurrences)\n",
            "panicmod -> ['47744'] (1 occurrences)\n",
            "panicroom -> ['46789'] (1 occurrences)\n",
            "panicshop -> ['44973', '45659', '47418', '47508', '47597', '47736', '47815', '47850', '47908', '47927', '47996', '48044', '48143', '48151', '48176', '48208', '48213', '48267'] (18 occurrences)\n",
            "panicshopp -> ['46298'] (1 occurrences)\n",
            "panika -> ['45298'] (1 occurrences)\n",
            "pansi -> ['45284'] (1 occurrences)\n",
            "pantri -> ['45021', '45075', '45082', '45089', '45156', '45173', '45291', '45300', '45338', '45416', '45515', '46252', '46954', '47258', '47475', '47477', '47752', '47843', '47888', '48081', '48113', '48432', '48550', '48551', '48584', '48596'] (26 occurrences)\n",
            "pantrym -> ['47477'] (1 occurrences)\n",
            "papel -> ['47336'] (1 occurrences)\n",
            "paper -> ['44957', '44979', '44990', '45014', '45052', '45053', '45057', '45066', '45079', '45100', '45103', '45132', '45135', '45137', '45163', '45169', '45188', '45196', '45206', '45212', '45231', '45241', '45242', '45248', '45253', '45257', '45261', '45262', '45287', '45288', '45297', '45312', '45313', '45332', '45350', '45353', '45362', '45363', '45399', '45408', '45410', '45418', '45432', '45439', '45444', '45447', '45460', '45482', '45525', '45529', '45545', '45548', '45579', '45587', '45596', '45622', '45623', '45626', '45646', '45676', '45686', '45694', '45699', '45714', '45737', '45743', '45749', '45761', '45786', '45797', '45805', '45822', '45825', '45866', '45877', '45879', '45886', '45899', '45911', '45928', '45935', '45947', '45949', '45950', '45966', '45983', '46002', '46009', '46011', '46027', '46045', '46047', '46058', '46062', '46082', '46096', '46103', '46105', '46107', '46110', '46112', '46113', '46119', '46134', '46144', '46146', '46160', '46169', '46193', '46203', '46224', '46231', '46237', '46239', '46260', '46273', '46274', '46276', '46278', '46281', '46299', '46304', '46306', '46311', '46316', '46340', '46341', '46349', '46354', '46357', '46365', '46380', '46386', '46405', '46406', '46407', '46417', '46434', '46437', '46438', '46443', '46444', '46446', '46447', '46449', '46454', '46463', '46464', '46465', '46476', '46477', '46481', '46484', '46504', '46523', '46531', '46549', '46559', '46581', '46583', '46597', '46601', '46604', '46619', '46639', '46642', '46655', '46657', '46661', '46662', '46670', '46689', '46691', '46692', '46702', '46715', '46727', '46736', '46755', '46786', '46804', '46806', '46811', '46838', '46863', '46868', '46879', '46880', '46890', '46895', '46920', '46921', '46926', '46939', '46944', '46956', '46970', '46985', '47027', '47034', '47035', '47037', '47054', '47056', '47057', '47076', '47077', '47079', '47091', '47103', '47141', '47157', '47164', '47165', '47168', '47181', '47189', '47199', '47200', '47223', '47233', '47247', '47268', '47280', '47288', '47304', '47308', '47318', '47337', '47340', '47348', '47354', '47359', '47374', '47377', '47380', '47386', '47388', '47389', '47401', '47412', '47422', '47427', '47444', '47451', '47457', '47466', '47467', '47468', '47500', '47505', '47517', '47519', '47542', '47544', '47547', '47557', '47568', '47571', '47582', '47599', '47642', '47643', '47651', '47654', '47664', '47676', '47678', '47679', '47712', '47715', '47718', '47719', '47751', '47777', '47781', '47784', '47792', '47804', '47808', '47832', '47852', '47867', '47886', '47892', '47902', '47911', '47926', '47933', '47941', '47945', '47959', '47969', '48036', '48050', '48089', '48127', '48143', '48154', '48169', '48184', '48191', '48252', '48276', '48296', '48308', '48310', '48313', '48340', '48353', '48375', '48392', '48481', '48483', '48498', '48574', '48592', '48663', '48665', '48666', '48707', '48717', '48721', '48723', '48728'] (325 occurrences)\n",
            "paracetamol -> ['47645', '47650', '47691', '48433'] (4 occurrences)\n",
            "parad -> ['46290', '46902'] (2 occurrences)\n",
            "paralel -> ['46370'] (1 occurrences)\n",
            "paralysi -> ['46475'] (1 occurrences)\n",
            "paralyz -> ['45180'] (1 occurrences)\n",
            "paramed -> ['45266', '45978'] (2 occurrences)\n",
            "paramountp -> ['45988'] (1 occurrences)\n",
            "paranoia -> ['45828', '47675'] (2 occurrences)\n",
            "paranoid -> ['45151', '46882', '48056', '48503'] (4 occurrences)\n",
            "paraphras -> ['47628'] (1 occurrences)\n",
            "parasit -> ['46322'] (1 occurrences)\n",
            "parcel -> ['47530', '47884', '48434'] (3 occurrences)\n",
            "pardon -> ['46052'] (1 occurrences)\n",
            "parent -> ['45217', '45438', '45558', '46086', '46162', '46183', '46333', '46493', '46699', '46864', '46984', '47561', '47890', '48018', '48087', '48091', '48275', '48319', '48690'] (19 occurrences)\n",
            "parfum -> ['47991'] (1 occurrences)\n",
            "pari -> ['45324', '45649', '45968', '46340', '47991', '48128'] (6 occurrences)\n",
            "parish -> ['48591'] (1 occurrences)\n",
            "park -> ['45073', '45205', '45589', '46074', '46086', '46395', '46491', '46738', '46794', '46801', '47002', '47202', '47305', '47356', '47441', '48411', '48440', '48570'] (18 occurrences)\n",
            "parker -> ['47811'] (1 occurrences)\n",
            "parmesan -> ['48440'] (1 occurrences)\n",
            "parramasala -> ['45685'] (1 occurrences)\n",
            "parscal -> ['48182'] (1 occurrences)\n",
            "parsnip -> ['46793'] (1 occurrences)\n",
            "part -> ['44991', '45011', '45042', '45224', '45267', '45354', '45588', '45763', '45790', '45806', '45882', '46198', '46284', '46484', '46529', '46584', '46863', '46907', '46913', '47017', '47109', '47349', '47467', '47510', '47612', '47613', '47614', '47615', '47738', '47997', '48237', '48324', '48427', '48435', '48456', '48729'] (36 occurrences)\n",
            "partak -> ['46496'] (1 occurrences)\n",
            "parti -> ['45420', '45674', '45866', '46100', '46966', '46969', '46992', '47138', '48142'] (9 occurrences)\n",
            "partial -> ['47203'] (1 occurrences)\n",
            "partli -> ['45449'] (1 occurrences)\n",
            "partner -> ['45538', '45561', '45577', '46425', '47115', '47314', '48004', '48421'] (8 occurrences)\n",
            "partnership -> ['48629'] (1 occurrences)\n",
            "partytim -> ['45875'] (1 occurrences)\n",
            "paseo -> ['46480'] (1 occurrences)\n",
            "pass -> ['45409', '45440', '45469', '45536', '45919', '45955', '46031', '46127', '46339', '46384', '46419', '46424', '46430', '46574', '46583', '46709', '46946', '47062', '47064', '47214', '47291', '47584', '47745', '47850', '47889', '47997', '48171', '48206', '48490', '48510', '48694'] (31 occurrences)\n",
            "passeng -> ['44968', '47091', '48088'] (3 occurrences)\n",
            "passiv -> ['48265'] (1 occurrences)\n",
            "past -> ['45342', '45759', '45990', '46157', '46325', '46366', '46538', '46606', '46832', '47094', '47216', '47238', '47645', '47845', '48259', '48739'] (16 occurrences)\n",
            "pasta -> ['45163', '45241', '45327', '45330', '45361', '45373', '45457', '45513', '45598', '45649', '45733', '45745', '45881', '45990', '46046', '46127', '46167', '46238', '46340', '46349', '46358', '46392', '46426', '46472', '46477', '46561', '46589', '46605', '46634', '46642', '46721', '46778', '46799', '46805', '46863', '46888', '46890', '46923', '46976', '47059', '47123', '47141', '47268', '47311', '47416', '47463', '47568', '47571', '47645', '47650', '47809', '47832', '47848', '47959', '47969', '47980', '47987', '48015', '48104', '48268', '48376', '48471', '48490', '48652', '48663', '48698'] (66 occurrences)\n",
            "pastim -> ['45081'] (1 occurrences)\n",
            "pastor -> ['45284'] (1 occurrences)\n",
            "patagonia -> ['48063'] (1 occurrences)\n",
            "patato -> ['47710'] (1 occurrences)\n",
            "patblok -> ['46042'] (1 occurrences)\n",
            "patel -> ['48500'] (1 occurrences)\n",
            "path -> ['46327', '48140'] (2 occurrences)\n",
            "pathanamthitta -> ['45466'] (1 occurrences)\n",
            "pathogen -> ['45467', '46225', '47049', '48003'] (4 occurrences)\n",
            "patienc -> ['45831', '46022', '46854', '47466', '48243'] (5 occurrences)\n",
            "patient -> ['44956', '45275', '45367', '45408', '45704', '45995', '46742', '46927', '47609', '47994', '48609'] (11 occurrences)\n",
            "patreon -> ['46766'] (1 occurrences)\n",
            "patrick -> ['45420', '45800'] (2 occurrences)\n",
            "patriot -> ['45266', '46737'] (2 occurrences)\n",
            "patron -> ['45263', '45306', '46428', '46792', '47044'] (5 occurrences)\n",
            "patt -> ['48600'] (1 occurrences)\n",
            "pattern -> ['46001'] (1 occurrences)\n",
            "patti -> ['45893'] (1 occurrences)\n",
            "pattyhajdu -> ['48383'] (1 occurrences)\n",
            "paul -> ['46664', '46665', '48030'] (3 occurrences)\n",
            "paulkagam -> ['46593'] (1 occurrences)\n",
            "paulson -> ['47703'] (1 occurrences)\n",
            "paus -> ['45544', '47638', '47826', '48006', '48516'] (5 occurrences)\n",
            "pavement -> ['46335'] (1 occurrences)\n",
            "pawn -> ['48060'] (1 occurrences)\n",
            "pawtrol -> ['47710'] (1 occurrences)\n",
            "paycheck -> ['45311', '45805', '48182', '48187', '48393', '48745'] (6 occurrences)\n",
            "payload -> ['45081'] (1 occurrences)\n",
            "payment -> ['45058', '45357', '45582', '45770', '46498', '48226', '48604', '48648', '48702'] (9 occurrences)\n",
            "paymt -> ['47874'] (1 occurrences)\n",
            "paypal -> ['48671'] (1 occurrences)\n",
            "payrol -> ['46171', '46261', '46450'] (3 occurrences)\n",
            "payrolltax -> ['45042'] (1 occurrences)\n",
            "payrolltaxrelief -> ['46830'] (1 occurrences)\n",
            "paywal -> ['48568'] (1 occurrences)\n",
            "pbkyzyjk7q -> ['45184'] (1 occurrences)\n",
            "pbnmgmhqx8 -> ['47402'] (1 occurrences)\n",
            "pc -> ['47580'] (1 occurrences)\n",
            "pcafghmm7q -> ['47297'] (1 occurrences)\n",
            "pcfsm6u7z4 -> ['45701'] (1 occurrences)\n",
            "pcrzh0a7um -> ['45385'] (1 occurrences)\n",
            "pdbulonaei -> ['44997'] (1 occurrences)\n",
            "pdq1it9u7q -> ['48595'] (1 occurrences)\n",
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            "pension -> ['47785', '48435'] (2 occurrences)\n",
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'45594', '45596', '45598', '45603', '45613', '45615', '45638', '45640', '45641', '45643', '45649', '45657', '45664', '45665', '45666', '45671', '45674', '45676', '45680', '45693', '45695', '45698', '45699', '45724', '45733', '45734', '45740', '45746', '45748', '45750', '45753', '45760', '45763', '45768', '45775', '45791', '45794', '45799', '45802', '45805', '45810', '45822', '45823', '45826', '45831', '45846', '45848', '45850', '45851', '45853', '45854', '45861', '45868', '45883', '45890', '45902', '45903', '45908', '45911', '45913', '45916', '45922', '45924', '45925', '45927', '45929', '45936', '45940', '45943', '45944', '45947', '45948', '45952', '45958', '45975', '45976', '45978', '45987', '45988', '46004', '46005', '46009', '46013', '46015', '46025', '46027', '46029', '46030', '46033', '46036', '46047', '46048', '46050', '46058', '46074', '46088', '46090', '46095', '46096', '46100', '46106', '46107', '46111', '46115', '46117', '46118', '46119', '46127', '46128', '46135', '46158', '46163', '46165', '46175', '46179', '46180', '46181', '46190', '46193', '46195', '46196', '46199', '46204', '46208', '46210', '46219', '46220', '46231', '46233', '46234', '46247', '46251', '46252', '46261', '46262', '46264', '46273', '46279', '46285', '46301', '46305', '46308', '46311', '46314', '46316', '46324', '46328', '46330', '46336', '46338', '46339', '46341', '46354', '46360', '46369', '46374', '46388', '46393', '46399', '46402', '46405', '46409', '46421', '46437', '46444', '46452', '46457', '46458', '46461', '46463', '46471', '46473', '46494', '46498', '46500', '46506', '46517', '46520', '46530', '46546', '46548', '46552', '46554', '46560', '46561', '46568', '46569', '46575', '46576', '46581', '46584', '46585', '46594', '46625', '46632', '46634', '46636', '46646', '46651', '46652', '46655', '46658', '46659', '46661', '46670', '46671', '46677', '46678', '46680', '46687', '46692', '46695', '46698', '46702', '46703', '46713', '46715', '46721', '46724', '46729', '46736', '46744', '46745', '46746', '46749', '46758', '46762', '46771', '46779', '46788', '46791', '46795', '46798', '46799', '46813', '46815', '46819', '46823', '46832', '46833', '46850', '46851', '46856', '46857', '46858', '46862', '46868', '46873', '46882', '46889', '46892', '46903', '46905', '46913', '46914', '46921', '46922', '46928', '46933', '46936', '46938', '46950', '46957', '46960', '46967', '46971', '46978', '46979', '46989', '46990', '47000', '47001', '47009', '47013', '47014', '47029', '47046', '47054', '47067', '47069', '47073', '47074', '47077', '47085', '47095', '47109', '47113', '47144', '47150', '47156', '47157', '47158', '47163', '47171', '47173', '47177', '47178', '47182', '47189', '47194', '47198', '47199', '47202', '47208', '47209', '47216', '47218', '47220', '47234', '47235', '47251', '47253', '47257', '47269', '47285', '47287', '47297', '47305', '47308', '47315', '47316', '47323', '47330', '47331', '47340', '47348', '47349', '47350', '47356', '47357', '47373', '47375', '47380', '47381', '47402', '47406', '47407', '47411', '47418', '47425', '47426', '47439', '47441', '47447', '47449', '47470', '47472', '47477', '47491', '47494', '47507', '47509', '47514', '47521', '47527', '47530', '47535', '47542', '47543', '47547', '47549', '47551', '47552', '47557', '47564', '47569', '47573', '47593', '47597', '47599', '47603', '47604', '47605', '47607', '47608', '47611', '47621', '47626', '47627', '47636', '47639', '47647', '47671', '47672', '47683', '47686', '47692', '47700', '47706', '47711', '47715', '47716', '47717', '47718', '47721', '47730', '47732', '47733', '47749', '47750', '47754', '47759', '47767', '47771', '47774', '47775', '47792', '47797', '47799', '47801', '47806', '47808', '47809', '47821', '47823', '47826', '47833', '47839', '47843', '47844', '47845', '47846', '47860', '47863', '47864', '47867', '47871', '47882', '47884', '47891', '47892', '47902', '47905', '47906', '47908', '47911', '47914', '47923', '47926', '47931', '47932', '47941', '47945', '47946', '47951', '47955', '47956', '47957', '47959', '47960', '47969', '47971', '47973', '47987', '47988', '47990', '47998', '48003', '48006', '48008', '48017', '48025', '48029', '48047', '48058', '48066', '48073', '48080', '48081', '48082', '48085', '48087', '48091', '48097', '48100', '48112', '48114', '48116', '48122', '48130', '48145', '48150', '48155', '48162', '48163', '48170', '48171', '48172', '48173', '48180', '48184', '48188', '48196', '48198', '48203', '48210', '48214', '48215', '48218', '48219', '48234', '48238', '48242', '48243', '48263', '48264', '48268', '48272', '48274', '48275', '48279', '48281', '48282', '48286', '48289', '48291', '48307', '48308', '48313', '48322', '48327', '48341', '48344', '48348', '48349', '48362', '48363', '48383', '48385', '48392', '48393', '48413', '48414', '48416', '48420', '48433', '48435', '48448', '48456', '48466', '48471', '48485', '48490', '48510', '48512', '48517', '48541', '48549', '48554', '48558', '48571', '48575', '48598', '48600', '48611', '48612', '48616', '48620', '48624', '48625', '48626', '48635', '48642', '48646', '48652', '48661', '48666', '48668', '48673', '48685', '48702', '48716', '48717', '48721', '48728', '48733', '48740', '48742', '48744', '48746'] (688 occurrences)\n",
            "peoplearedumb -> ['47892'] (1 occurrences)\n",
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            "perfectli -> ['45659', '45792', '46187'] (3 occurrences)\n",
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            "period -> ['45006', '45135', '46511', '47738', '47740', '47884', '47902', '48533', '48706'] (9 occurrences)\n",
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            "permiss -> ['45536', '45595', '46000'] (3 occurrences)\n",
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            "persecut -> ['45876'] (1 occurrences)\n",
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            "person -> ['44992', '45136', '45368', '45405', '45514', '45552', '45599', '45601', '45608', '45642', '45739', '45808', '45850', '45868', '45873', '45991', '46058', '46133', '46150', '46158', '46177', '46195', '46287', '46292', '46298', '46336', '46339', '46343', '46564', '46599', '46602', '46641', '46924', '46940', '46984', '46989', '46992', '47142', '47211', '47228', '47247', '47400', '47622', '47652', '47662', '47780', '47850', '47857', '47939', '47952', '47954', '47972', '47977', '48024', '48048', '48058', '48077', '48102', '48153', '48191', '48232', '48266', '48315', '48423', '48536', '48537', '48639', '48678', '48693'] (69 occurrences)\n",
            "personnel -> ['47175', '47684', '47860', '48157'] (4 occurrences)\n",
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            "perus -> ['46050'] (1 occurrences)\n",
            "pesto -> ['47987'] (1 occurrences)\n",
            "pet -> ['45290', '45422', '46090', '46147', '46150', '46222', '46367', '46462', '46487', '46500', '46649', '46699', '46883', '47355', '47465', '47560', '47577', '47597', '47690', '47697', '47734', '47776', '47803', '47816', '47989', '48144', '48373', '48480', '48487', '48571', '48644', '48684'] (32 occurrences)\n",
            "petcar -> ['46147'] (1 occurrences)\n",
            "petfood -> ['48465'] (1 occurrences)\n",
            "petit -> ['48006', '48145', '48563', '48646', '48655'] (5 occurrences)\n",
            "petrifi -> ['47106'] (1 occurrences)\n",
            "petrol -> ['45100', '45409', '45923', '46060', '46845', '47153'] (6 occurrences)\n",
            "petroleum -> ['48682'] (1 occurrences)\n",
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            "pharmaci -> ['44961', '45117', '45152', '45217', '45281', '45358', '45386', '45411', '45442', '45561', '45586', '45641', '45642', '45691', '45806', '45841', '46081', '46090', '46116', '46190', '46372', '46585', '46601', '46678', '46927', '46953', '47299', '47391', '47392', '47462', '47625', '47653', '47705', '47749', '47775', '47806', '48000', '48175', '48243', '48263', '48302', '48448', '48518', '48733'] (44 occurrences)\n",
            "pharmacist -> ['44961'] (1 occurrences)\n",
            "pharmeasyapp -> ['45183'] (1 occurrences)\n",
            "phase -> ['46971', '47797'] (2 occurrences)\n",
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            "philippin -> ['45120', '45268', '45414', '46033', '47810'] (5 occurrences)\n",
            "philli -> ['48222'] (1 occurrences)\n",
            "philosophi -> ['48732'] (1 occurrences)\n",
            "phineashead -> ['47595'] (1 occurrences)\n",
            "phish -> ['48371'] (1 occurrences)\n",
            "phone -> ['44983', '45302', '45436', '45683', '45753', '46000', '46767', '46891', '47180', '47322', '47379', '47381', '47567', '47624', '47785', '48292', '48435', '48438', '48575', '48591'] (20 occurrences)\n",
            "photo -> ['45658', '45790', '46075', '46496', '47268', '48073', '48355', '48652'] (8 occurrences)\n",
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            "photosforsal -> ['45178'] (1 occurrences)\n",
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            "physician -> ['45601'] (1 occurrences)\n",
            "physicist -> ['47703'] (1 occurrences)\n",
            "pi -> ['47462', '47503'] (2 occurrences)\n",
            "pi5kcs3ol -> ['45762'] (1 occurrences)\n",
            "pi8xrhrgo8 -> ['46960'] (1 occurrences)\n",
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            "picki -> ['45079'] (1 occurrences)\n",
            "pickl -> ['48035'] (1 occurrences)\n",
            "picknpai -> ['46576'] (1 occurrences)\n",
            "picknsavestor -> ['48087'] (1 occurrences)\n",
            "pickup -> ['45314', '46077', '46265', '46322', '46420', '46745', '47073', '47489', '47869', '47968', '48029', '48156', '48466'] (13 occurrences)\n",
            "pictur -> ['44953', '45660', '46026', '46123', '46179', '46180', '46293', '46515', '47057', '47401', '47429', '47795', '48043', '48046', '48373', '48378'] (16 occurrences)\n",
            "pie -> ['47086', '47913', '48535'] (3 occurrences)\n",
            "piec -> ['45091', '45139', '45635', '46051', '46180', '46412', '47079', '48698'] (8 occurrences)\n",
            "piersmorgan -> ['48600'] (1 occurrences)\n",
            "pig -> ['48741'] (1 occurrences)\n",
            "pile -> ['45018', '45057', '45064', '45079', '45112', '45179', '45334', '45400', '45463', '45513', '45544', '45557', '45579', '45605', '45635', '45643', '45674', '45737', '45750', '45785', '45800', '45851', '45889', '45941', '46027', '46085', '46118', '46265', '46289', '46359', '46506', '46652', '46778', '46807', '46839', '46883', '47072', '47081', '47122', '47156', '47195', '47470', '47491', '47539', '47604', '47626', '47627', '47671', '47702', '47725', '47731', '47831', '47833', '47977', '48110', '48167', '48260', '48291', '48341', '48411'] (60 occurrences)\n",
            "piler -> ['45404'] (1 occurrences)\n",
            "pilfer -> ['47201'] (1 occurrences)\n",
            "pill -> ['45005', '47759', '48581'] (3 occurrences)\n",
            "pillsburi -> ['46739'] (1 occurrences)\n",
            "pilot -> ['45734'] (1 occurrences)\n",
            "pinar -> ['47159'] (1 occurrences)\n",
            "pinnacl -> ['48217'] (1 occurrences)\n",
            "pinpad -> ['48651'] (1 occurrences)\n",
            "pint -> ['45539'] (1 occurrences)\n",
            "pio -> ['48355'] (1 occurrences)\n",
            "pioneer -> ['46820'] (1 occurrences)\n",
            "pipe -> ['48122'] (1 occurrences)\n",
            "piratenpartij -> ['45712'] (1 occurrences)\n",
            "pismo -> ['46651'] (1 occurrences)\n",
            "piss -> ['45112', '46083', '47535', '47971', '48108'] (5 occurrences)\n",
            "piti -> ['46805', '48737'] (2 occurrences)\n",
            "pitt -> ['47339'] (1 occurrences)\n",
            "pivot -> ['46097'] (1 occurrences)\n",
            "pix11new -> ['48099'] (1 occurrences)\n",
            "piyushgoy -> ['45867', '47646'] (2 occurrences)\n",
            "pizza -> ['45138', '45583', '45931', '46011', '46417', '47082', '47574'] (7 occurrences)\n",
            "pjazmxcns8 -> ['46148'] (1 occurrences)\n",
            "pjjg5yu0ev -> ['47239'] (1 occurrences)\n",
            "pkgux6t5ml -> ['45510'] (1 occurrences)\n",
            "pkmaoxvhah -> ['48371'] (1 occurrences)\n",
            "pku1898 -> ['45790'] (1 occurrences)\n",
            "pkvsfyqb -> ['48297'] (1 occurrences)\n",
            "pl -> ['45481', '45615', '46388', '46462', '47055', '47450', '47487', '47564', '47823', '47866', '47868', '48439'] (12 occurrences)\n",
            "place -> ['45100', '45121', '45148', '45156', '45174', '45239', '45243', '45248', '45271', '45314', '45325', '45326', '45368', '45381', '45389', '45409', '45414', '45467', '45475', '45481', '45568', '45581', '45708', '45753', '45779', '45780', '45939', '45958', '45970', '46042', '46140', '46222', '46225', '46231', '46286', '46294', '46309', '46339', '46420', '46600', '46612', '46636', '46644', '46678', '46820', '46888', '47003', '47010', '47030', '47049', '47107', '47135', '47176', '47215', '47249', '47264', '47305', '47352', '47416', '47437', '47477', '47508', '47698', '47703', '47864', '47872', '47932', '47956', '47984', '48012', '48133', '48152', '48213', '48302', '48330', '48386', '48432', '48448', '48449', '48645'] (80 occurrences)\n",
            "plagu -> ['45102', '45720', '46234', '46624'] (4 occurrences)\n",
            "plai -> ['45108', '45155', '45224', '45790', '45795', '46074', '46097', '46263', '46533', '46621', '46653', '46815', '46858', '46984', '46998', '47209', '47420', '47580', '47747', '47791', '48324', '48435', '48595'] (23 occurrences)\n",
            "plain -> ['45968', '46799', '46902', '47080'] (4 occurrences)\n",
            "plan -> ['45007', '45091', '45146', '45172', '45193', '45461', '45506', '45522', '45553', '45756', '45763', '45815', '45982', '46016', '46083', '46252', '46327', '46357', '46431', '46584', '46682', '46773', '46792', '46795', '46827', '47019', '47045', '47262', '47276', '47342', '47552', '47570', '47635', '47641', '47779', '47912', '47924', '47973', '47990', '48029', '48181', '48187', '48249', '48326', '48337', '48398', '48449', '48473', '48524'] (49 occurrences)\n",
            "plane -> ['45250', '45324', '45654', '45769', '46883', '47046', '47397'] (7 occurrences)\n",
            "planet -> ['45959', '47594'] (2 occurrences)\n",
            "plano -> ['45701', '48551'] (2 occurrences)\n",
            "planoisd -> ['45701'] (1 occurrences)\n",
            "planotx -> ['45701'] (1 occurrences)\n",
            "plant -> ['45519', '47649', '47710', '48086', '48256'] (5 occurrences)\n",
            "plantbas -> ['48086'] (1 occurrences)\n",
            "plastic -> ['44972', '45154', '48615'] (3 occurrences)\n",
            "plate -> ['47424', '48036'] (2 occurrences)\n",
            "platform -> ['45250', '45774', '46650', '46908', '46993', '47305', '47580', '47769', '48133', '48211', '48335', '48569', '48619'] (13 occurrences)\n",
            "plaug -> ['47931'] (1 occurrences)\n",
            "player -> ['45060', '46086'] (2 occurrences)\n",
            "playground -> ['46858', '47305'] (2 occurrences)\n",
            "playlist -> ['47468', '48306'] (2 occurrences)\n",
            "playstat -> ['46840', '47375'] (2 occurrences)\n",
            "plaza -> ['45600'] (1 occurrences)\n",
            "pleaselik -> ['47724'] (1 occurrences)\n",
            "pleb -> ['45562'] (1 occurrences)\n",
            "pledg -> ['46473', '46801', '47626', '47627', '47833', '48364'] (6 occurrences)\n",
            "plenty4al -> ['47928'] (1 occurrences)\n",
            "pliz -> ['46667'] (1 occurrences)\n",
            "ploi -> ['47032'] (1 occurrences)\n",
            "plot -> ['46401', '47152'] (2 occurrences)\n",
            "plu -> ['45086', '45655', '45816', '45952', '45978', '46294', '46419', '46457', '46534', '46737', '47509', '47608', '47954', '48137'] (14 occurrences)\n",
            "plummet -> ['45001', '45648', '45859', '46375', '47478', '47910', '48639'] (7 occurrences)\n",
            "plunder -> ['46360'] (1 occurrences)\n",
            "plung -> ['44977', '44995', '45354', '45476', '45900', '46013', '46076', '48539'] (8 occurrences)\n",
            "plwqi3vryr -> ['47954'] (1 occurrences)\n",
            "ply -> ['45410', '45742', '45984'] (3 occurrences)\n",
            "plz -> ['45633', '45891', '47134', '47392', '47484', '48096'] (6 occurrences)\n",
            "plzzz -> ['48669'] (1 occurrences)\n",
            "pm -> ['45777', '46216', '46669', '46845', '47771', '48320', '48627', '48691'] (8 occurrences)\n",
            "pmh9nopzyq -> ['46648'] (1 occurrences)\n",
            "pmoindia -> ['45867', '46599', '46790', '46842'] (4 occurrences)\n",
            "pneumonia -> ['48192'] (1 occurrences)\n",
            "pnifduqi7b -> ['47485'] (1 occurrences)\n",
            "pnw -> ['46993'] (1 occurrences)\n",
            "po -> ['46620', '48062'] (2 occurrences)\n",
            "poach -> ['48060'] (1 occurrences)\n",
            "pocket -> ['45394', '45843', '45899', '46011', '46346', '46712'] (6 occurrences)\n",
            "pocketbook -> ['45399'] (1 occurrences)\n",
            "podcast -> ['45263', '47319'] (2 occurrences)\n",
            "point -> ['45053', '45202', '45209', '45328', '45350', '45431', '45454', '45482', '45689', '45801', '45900', '46335', '46520', '46752', '46806', '47013', '47060', '47067', '47107', '47135', '47164', '47441', '47512', '47529', '47638', '47706', '47800', '47890', '48079', '48308', '48311', '48342', '48393', '48535'] (34 occurrences)\n",
            "poison -> ['45153', '45828', '45894', '46221'] (4 occurrences)\n",
            "poke -> ['47013'] (1 occurrences)\n",
            "pokemongo -> ['48673'] (1 occurrences)\n",
            "pokemongoapp -> ['48673'] (1 occurrences)\n",
            "poland -> ['45898', '46038', '47853'] (3 occurrences)\n",
            "polic -> ['45087', '45503', '45546', '45595', '45690', '45857', '46224', '47326', '47379', '47573', '47976', '48041', '48355'] (13 occurrences)\n",
            "polici -> ['45105', '45157', '45186', '45450', '45633', '45713', '45764', '46192', '46222', '46844', '46981', '47184', '47476', '48199', '48326'] (15 occurrences)\n",
            "policymak -> ['48509'] (1 occurrences)\n",
            "polish -> ['46255'] (1 occurrences)\n",
            "polit -> ['45130', '45385', '45664', '45862', '45948', '46060', '46402', '46453', '48106', '48548'] (10 occurrences)\n",
            "politic -> ['46786'] (1 occurrences)\n",
            "politician -> ['45197', '48100'] (2 occurrences)\n",
            "politico -> ['47358'] (1 occurrences)\n",
            "poll -> ['45091', '45274', '46839', '47595'] (4 occurrences)\n",
            "pollen -> ['47135'] (1 occurrences)\n",
            "polltim -> ['47996'] (1 occurrences)\n",
            "pollut -> ['46633', '47594'] (2 occurrences)\n",
            "polmoni -> ['46776'] (1 occurrences)\n",
            "poloz -> ['46598'] (1 occurrences)\n",
            "pomck0yuzp -> ['47429'] (1 occurrences)\n",
            "pomp -> ['47017'] (1 occurrences)\n",
            "pompei -> ['47226'] (1 occurrences)\n",
            "poniendo -> ['47336'] (1 occurrences)\n",
            "poo -> ['45735'] (1 occurrences)\n",
            "pool -> ['45138', '45538', '47076', '47203'] (4 occurrences)\n",
            "poop -> ['45598'] (1 occurrences)\n",
            "poopless -> ['45626'] (1 occurrences)\n",
            "poor -> ['45028', '45936', '46274', '46506', '46601', '46624', '46637', '46795', '46823', '46873', '47165', '47186', '47218', '47259', '47470', '47899', '48327', '48358'] (18 occurrences)\n",
            "poorer -> ['45851'] (1 occurrences)\n",
            "poorest -> ['45390', '48169'] (2 occurrences)\n",
            "pop -> ['45150', '45175', '45436', '45539', '45849', '45883', '45889', '46058', '48432', '48471'] (10 occurrences)\n",
            "popcorn -> ['46428'] (1 occurrences)\n",
            "popey -> ['47814'] (1 occurrences)\n",
            "popul -> ['45019', '45029', '45264', '45884', '45916', '46669', '46797', '46828', '47739', '47799', '47830', '48131', '48167', '48267', '48312'] (15 occurrences)\n",
            "popular -> ['46969', '47096'] (2 occurrences)\n",
            "por -> ['47336'] (1 occurrences)\n",
            "porch -> ['46896', '48503'] (2 occurrences)\n",
            "pork -> ['46920'] (1 occurrences)\n",
            "pornhub -> ['47738'] (1 occurrences)\n",
            "porqu -> ['47336'] (1 occurrences)\n",
            "port -> ['48149'] (1 occurrences)\n",
            "porta -> ['46698'] (1 occurrences)\n",
            "portabl -> ['45156', '45233', '47388', '48562'] (4 occurrences)\n",
            "portablebidet -> ['47388'] (1 occurrences)\n",
            "portal -> ['47591'] (1 occurrences)\n",
            "porter -> ['45348'] (1 occurrences)\n",
            "portfolio -> ['48268'] (1 occurrences)\n",
            "portion -> ['45275', '48497'] (2 occurrences)\n",
            "portland -> ['46132'] (1 occurrences)\n",
            "portsmouth -> ['46188'] (1 occurrences)\n",
            "portstewart -> ['47008'] (1 occurrences)\n",
            "portug -> ['45361'] (1 occurrences)\n",
            "portugues -> ['45658'] (1 occurrences)\n",
            "pose -> ['46938', '48529'] (2 occurrences)\n",
            "posit -> ['45760', '45836', '46057', '46149', '46363', '46452', '46488', '46527', '46596', '46790', '46851', '46860', '46906', '47202', '47210', '47404', '47527', '47590', '47699', '47777', '48052', '48053', '48210', '48221', '48338', '48437', '48487', '48492', '48746'] (29 occurrences)\n",
            "posotu -> ['46632'] (1 occurrences)\n",
            "possess -> ['46025'] (1 occurrences)\n",
            "possibl -> ['45086', '45245', '45753', '45787', '45788', '45810', '45912', '45939', '46010', '46037', '46042', '46400', '46572', '46576', '46730', '46930', '47043', '47074', '47259', '47382', '47383', '47472', '47625', '47690', '47769', '47898', '48055', '48115', '48251', '48297', '48521', '48700'] (32 occurrences)\n",
            "post -> ['45117', '45154', '45238', '45271', '45274', '45366', '45635', '45709', '45735', '45765', '45903', '46179', '46651', '46850', '46934', '46960', '46969', '47129', '47191', '47205', '47425', '47640', '47733', '47794', '47843', '47916', '48021', '48047', '48056', '48101', '48171', '48175', '48214', '48245', '48337', '48422', '48468', '48575', '48652', '48666', '48713'] (41 occurrences)\n",
            "postaltechnew -> ['45126'] (1 occurrences)\n",
            "postmat -> ['45527'] (1 occurrences)\n",
            "postpon -> ['45225', '45227', '45269', '45676', '45685', '45941', '46343', '46535', '47262', '47460'] (10 occurrences)\n",
            "pot -> ['48602'] (1 occurrences)\n",
            "potato -> ['46100', '46670', '46890', '47280', '47321', '47679', '47896', '48654'] (8 occurrences)\n",
            "potenti -> ['45522', '45832', '46482', '46954', '46982', '47801', '48060', '48400', '48479', '48519', '48541'] (11 occurrences)\n",
            "potion -> ['45005', '48581'] (2 occurrences)\n",
            "potravin -> ['45298'] (1 occurrences)\n",
            "potu -> ['45179', '45515', '45547', '45938', '47034', '47372', '47659', '48114', '48149'] (9 occurrences)\n",
            "poultri -> ['46664'] (1 occurrences)\n",
            "pound -> ['45210', '46761', '46807', '46813', '47298', '47707'] (6 occurrences)\n",
            "pour -> ['45429', '47135'] (2 occurrences)\n",
            "poverti -> ['44988', '45062', '45757', '45899', '47365', '48405'] (6 occurrences)\n",
            "powder -> ['44957', '45884', '47852'] (3 occurrences)\n",
            "power -> ['45020', '45340', '45356', '45444', '45504', '45820', '46045', '46569', '46639', '46659', '46700', '46790', '47985', '48415'] (14 occurrences)\n",
            "powertalk -> ['44963'] (1 occurrences)\n",
            "ppc -> ['48705'] (1 occurrences)\n",
            "ppe -> ['47780', '48469', '48637'] (3 occurrences)\n",
            "ppl -> ['44998', '45231', '45270', '45280', '45377', '45552', '45570', '45572', '45600', '45624', '45730', '45772', '45880', '45915', '45952', '46486', '46543', '46546', '46549', '46733', '46741', '46772', '46784', '46806', '46907', '46934', '46996', '47123', '47127', '47135', '47151', '47153', '47174', '47183', '47196', '47212', '47356', '47389', '47459', '47564', '47669', '47769', '47900', '48032', '48185', '48224'] (46 occurrences)\n",
            "pptwkzq3l8 -> ['45316'] (1 occurrences)\n",
            "pqekvpywl -> ['47135'] (1 occurrences)\n",
            "pqsujpuuki -> ['47930'] (1 occurrences)\n",
            "pqwvu7l0iu -> ['46217'] (1 occurrences)\n",
            "pr -> ['45533', '45832', '46442', '47017', '48453'] (5 occurrences)\n",
            "practic -> ['45130', '45268', '45451', '45690', '45788', '45884', '46624', '46702', '46974', '46999', '47248', '47278', '47359', '47572', '47646', '47873', '47889', '48333', '48523', '48705'] (20 occurrences)\n",
            "practicegroup -> ['47269'] (1 occurrences)\n",
            "practis -> ['47886', '48020'] (2 occurrences)\n",
            "pragya -> ['48231'] (1 occurrences)\n",
            "prai -> ['45069', '45554', '45974', '46583', '46957', '47730', '47846', '47918', '48057', '48653'] (10 occurrences)\n",
            "prais -> ['46037', '46488'] (2 occurrences)\n",
            "pranayama -> ['47572'] (1 occurrences)\n",
            "praveer -> ['45356'] (1 occurrences)\n",
            "praw6pdehn -> ['46048'] (1 occurrences)\n",
            "prayer -> ['45029', '46218', '46857', '48103', '48177'] (5 occurrences)\n",
            "pre -> ['48023', '48032', '48631', '48654'] (4 occurrences)\n",
            "preacher -> ['45992'] (1 occurrences)\n",
            "preachi -> ['45693'] (1 occurrences)\n",
            "precari -> ['46010', '47058'] (2 occurrences)\n",
            "precaut -> ['44978', '44984', '45091', '45315', '45794', '45818', '46444', '46685', '46759', '46790', '46938', '46986', '47169', '47236', '47257', '47320', '47694', '47931', '48324', '48325', '48513', '48549'] (22 occurrences)\n",
            "precautionari -> ['44969', '45571'] (2 occurrences)\n",
            "preciou -> ['48378'] (1 occurrences)\n",
            "precis -> ['46532'] (1 occurrences)\n",
            "precursor -> ['48028'] (1 occurrences)\n",
            "predict -> ['45499', '45543', '45703', '45900', '46903', '47252', '47867', '48188'] (8 occurrences)\n",
            "predominantli -> ['48489'] (1 occurrences)\n",
            "prefer -> ['45302', '45991', '47013', '47607', '48430'] (5 occurrences)\n",
            "pregam -> ['46111'] (1 occurrences)\n",
            "pregnant -> ['45279', '47576'] (2 occurrences)\n",
            "prei -> ['45387', '45924', '46560'] (3 occurrences)\n",
            "prelim -> ['46331'] (1 occurrences)\n",
            "premier -> ['45569', '46533'] (2 occurrences)\n",
            "premierleagu -> ['45941'] (1 occurrences)\n",
            "premierscottmo -> ['45351'] (1 occurrences)\n",
            "premium -> ['47108', '47318', '47328', '47624', '47738', '47782'] (6 occurrences)\n",
            "preocupaci -> ['47336'] (1 occurrences)\n",
            "prep -> ['45007', '45105', '45420', '45422', '45487', '45687', '46501', '46882', '46975', '47061', '47212', '47213', '47431', '47734'] (14 occurrences)\n",
            "prepar -> ['45026', '45123', '45148', '45179', '45261', '45300', '45322', '45413', '45461', '45465', '45529', '45537', '45552', '45673', '45786', '45830', '45905', '45916', '45950', '45976', '46002', '46014', '46087', '46145', '46150', '46311', '46363', '46522', '46596', '46688', '46734', '46814', '46863', '46922', '46929', '47152', '47337', '47386', '47413', '47513', '47662', '47685', '47709', '47755', '47766', '47781', '47925', '47936', '47958', '47965', '48091', '48110', '48112', '48200', '48239', '48318', '48342', '48386', '48479', '48549', '48699', '48700', '48709'] (63 occurrences)\n",
            "prepared -> ['45433', '46363', '46610', '46729', '47505', '47643', '48030', '48310'] (8 occurrences)\n",
            "preparenotpan -> ['47477'] (1 occurrences)\n",
            "prepper -> ['45082', '45151', '45266', '45433', '45584', '45636', '46163', '46209', '46737', '46740', '46747', '47099', '48028', '48137'] (14 occurrences)\n",
            "preprint -> ['45154'] (1 occurrences)\n",
            "preschool -> ['47377'] (1 occurrences)\n",
            "prescript -> ['45005', '45405', '45694', '46019', '46131', '47577', '47775', '48302', '48385', '48581'] (10 occurrences)\n",
            "present -> ['45072', '46908', '47785', '48097', '48437', '48675'] (6 occurrences)\n",
            "preserv -> ['47418'] (1 occurrences)\n",
            "presid -> ['45056', '45269', '45431', '45468', '46097', '46290', '46389', '46639', '46669', '46909', '47022', '47265', '47284', '47641', '47670', '47876', '48182', '48283', '48496', '48499', '48611'] (21 occurrences)\n",
            "presidentbiden -> ['47050'] (1 occurrences)\n",
            "press -> ['45004', '45135', '45275', '47381', '47852', '48469', '48523'] (7 occurrences)\n",
            "presspass -> ['45335'] (1 occurrences)\n",
            "pressur -> ['45406', '45651', '45664', '46042', '47577', '47883', '48527'] (7 occurrences)\n",
            "preston -> ['46398'] (1 occurrences)\n",
            "pretend -> ['45929', '46228', '47102', '48230'] (4 occurrences)\n",
            "pretti -> ['45065', '45280', '45359', '45544', '45849', '46038', '46066', '46082', '46306', '46354', '46443', '47142', '47214', '47342', '47576', '47630', '47657', '48427'] (18 occurrences)\n",
            "prevail -> ['44978', '45722', '47907'] (3 occurrences)\n",
            "prevent -> ['45284', '45556', '45569', '45757', '45841', '46049', '46097', '46148', '46177', '46350', '46351', '46352', '47169', '47217', '47238', '47377', '47559', '47640', '47808', '47825', '47898', '48012', '48029', '48057', '48231', '48264', '48324', '48393', '48418', '48517', '48586', '48647'] (32 occurrences)\n",
            "preventionoverpan -> ['46177'] (1 occurrences)\n",
            "preview -> ['47050'] (1 occurrences)\n",
            "previou -> ['47003', '47483'] (2 occurrences)\n",
            "previous -> ['45592'] (1 occurrences)\n",
            "price -> ['44954', '44958', '44960', '44963', '44964', '44973', '44976', '44977', '44983', '44986', '44993', '44994', '44995', '44997', '45000', '45001', '45002', '45004', '45008', '45013', '45015', '45016', '45023', '45024', '45030', '45034', '45038', '45046', '45048', '45051', '45061', '45071', '45076', '45085', '45095', '45100', '45106', '45114', '45119', '45131', '45136', '45145', '45159', '45175', '45182', '45183', '45192', '45197', '45209', '45221', '45229', '45233', '45235', '45242', '45243', '45248', '45250', '45253', '45256', '45261', '45263', '45264', '45271', '45272', '45273', '45306', '45307', '45309', '45324', '45327', '45328', '45329', '45335', '45343', '45351', '45354', '45356', '45358', '45360', '45372', '45378', '45379', '45382', '45383', '45385', '45391', '45399', '45410', '45411', '45417', '45429', '45442', '45449', '45458', '45468', '45471', '45476', '45489', '45491', '45492', '45497', '45499', '45521', '45524', '45531', '45554', '45555', '45586', '45593', '45597', '45612', '45616', '45617', '45621', '45627', '45632', '45633', '45639', '45651', '45653', '45654', '45661', '45662', '45664', '45666', '45679', '45684', '45688', '45693', '45717', '45722', '45723', '45725', '45732', '45742', '45756', '45767', '45769', '45771', '45774', '45793', '45795', '45797', '45800', '45801', '45806', '45807', '45811', '45812', '45816', '45817', '45820', '45821', '45835', '45836', '45840', '45847', '45849', '45866', '45874', '45876', '45887', '45888', '45894', '45900', '45910', '45923', '45924', '45928', '45930', '45937', '45938', '45953', '45966', '45969', '45971', '45979', '45987', '45992', '46007', '46013', '46019', '46020', '46032', '46041', '46051', '46056', '46060', '46064', '46067', '46073', '46082', '46094', '46114', '46116', '46122', '46124', '46125', '46130', '46138', '46155', '46163', '46169', '46185', '46208', '46211', '46213', '46230', '46232', '46233', '46235', '46250', '46253', '46283', '46286', '46290', '46306', '46310', '46318', '46325', '46326', '46327', '46328', '46333', '46337', '46342', '46366', '46369', '46370', '46375', '46386', '46387', '46391', '46399', '46401', '46403', '46404', '46412', '46413', '46422', '46431', '46441', '46442', '46443', '46448', '46454', '46483', '46495', '46497', '46499', '46533', '46538', '46539', '46547', '46562', '46571', '46576', '46577', '46580', '46582', '46584', '46585', '46593', '46599', '46650', '46664', '46665', '46667', '46669', '46670', '46673', '46675', '46677', '46686', '46708', '46711', '46712', '46730', '46731', '46742', '46746', '46761', '46763', '46768', '46771', '46781', '46784', '46799', '46803', '46809', '46821', '46840', '46842', '46843', '46845', '46847', '46851', '46867', '46880', '46909', '46917', '46918', '46934', '46937', '46940', '46966', '46970', '46974', '46980', '46982', '46988', '46996', '47001', '47003', '47007', '47011', '47012', '47013', '47017', '47021', '47022', '47042', '47043', '47046', '47065', '47070', '47074', '47084', '47087', '47108', '47109', '47115', '47126', '47129', '47131', '47132', '47133', '47134', '47135', '47138', '47144', '47152', '47153', '47162', '47170', '47178', '47179', '47181', '47219', '47232', '47265', '47284', '47301', '47304', '47309', '47315', '47318', '47326', '47327', '47328', '47334', '47340', '47362', '47375', '47391', '47392', '47393', '47397', '47410', '47412', '47430', '47434', '47451', '47453', '47454', '47473', '47478', '47484', '47495', '47557', '47569', '47578', '47589', '47608', '47632', '47638', '47646', '47653', '47670', '47676', '47687', '47691', '47694', '47695', '47718', '47722', '47738', '47745', '47780', '47798', '47825', '47828', '47838', '47842', '47853', '47894', '47910', '47923', '47953', '47970', '47990', '48005', '48007', '48033', '48128', '48175', '48191', '48197', '48202', '48218', '48219', '48231', '48244', '48247', '48262', '48295', '48304', '48311', '48316', '48327', '48345', '48346', '48349', '48355', '48357', '48397', '48451', '48454', '48467', '48500', '48523', '48553', '48626', '48638', '48673', '48682', '48688', '48718', '48732', '48738'] (450 occurrences)\n",
            "pricegoug -> ['44994', '45578', '45593', '45874', '46112', '46283', '47011', '47065', '47315', '47638'] (10 occurrences)\n",
            "prick -> ['45233', '45259', '45851'] (3 occurrences)\n",
            "pride -> ['45732'] (1 occurrences)\n",
            "primari -> ['46003', '47377'] (2 occurrences)\n",
            "primark -> ['48564'] (1 occurrences)\n",
            "prime -> ['46170', '46560', '47221', '47798', '47954', '48560', '48628', '48670'] (8 occurrences)\n",
            "primevideo -> ['45382'] (1 occurrences)\n",
            "principl -> ['46584'] (1 occurrences)\n",
            "print -> ['45666', '46000'] (2 occurrences)\n",
            "printer -> ['45801', '46597'] (2 occurrences)\n",
            "prior -> ['45162', '48104'] (2 occurrences)\n",
            "priorit -> ['47080', '47483'] (2 occurrences)\n",
            "prioriti -> ['45408', '45435', '45447', '45972', '46028', '46102', '46148', '46163', '46172', '46384', '47402', '47536', '47659'] (13 occurrences)\n",
            "prioritis -> ['45696', '47737', '47957'] (3 occurrences)\n",
            "privaci -> ['45275', '48680'] (2 occurrences)\n",
            "privat -> ['45360', '46837', '47248', '48289', '48447'] (5 occurrences)\n",
            "privatelabel -> ['45200'] (1 occurrences)\n",
            "privileg -> ['45109', '45957', '46292', '46876', '47040', '48458', '48606'] (7 occurrences)\n",
            "priyasheth7 -> ['48538'] (1 occurrences)\n",
            "proactiv -> ['45824', '47424', '47544', '47795'] (4 occurrences)\n",
            "prob -> ['47733', '47944'] (2 occurrences)\n",
            "probiot -> ['45206'] (1 occurrences)\n",
            "problem -> ['45016', '45198', '45221', '45344', '45893', '45940', '46079', '46335', '46474', '46494', '46523', '46784', '46936', '46968', '47242', '47361', '47474', '48066', '48093', '48097', '48188', '48377', '48438', '48542', '48631', '48652', '48702'] (27 occurrences)\n",
            "problemat -> ['47974'] (1 occurrences)\n",
            "proce -> ['45007', '45349', '46111', '46290', '47569', '48497'] (6 occurrences)\n",
            "procedur -> ['45070', '47469', '48495'] (3 occurrences)\n",
            "proceed -> ['45852'] (1 occurrences)\n",
            "process -> ['44998', '45536', '46229', '47117', '47945', '48086'] (6 occurrences)\n",
            "procopywrit -> ['48614'] (1 occurrences)\n",
            "procrastin -> ['47461'] (1 occurrences)\n",
            "produc -> ['45337', '45866', '46026', '46236', '47072', '47285', '47681', '47766', '48233', '48677', '48750'] (11 occurrences)\n",
            "producedepart -> ['48043'] (1 occurrences)\n",
            "product -> ['44967', '44977', '44992', '45005', '45080', '45152', '45183', '45192', '45352', '45381', '45383', '45569', '45593', '45636', '45639', '45786', '45796', '45798', '45873', '46028', '46035', '46113', '46141', '46142', '46146', '46212', '46225', '46287', '46318', '46398', '46678', '46688', '46704', '46708', '46729', '46759', '46803', '46855', '46886', '46903', '46912', '46926', '46938', '47003', '47014', '47049', '47075', '47211', '47276', '47304', '47318', '47349', '47350', '47372', '47470', '47495', '47519', '47550', '47604', '47624', '47640', '47650', '47671', '47691', '47712', '47733', '47797', '47839', '47840', '47851', '47868', '47893', '47905', '47945', '47954', '48066', '48106', '48124', '48202', '48296', '48374', '48451', '48475', '48506', '48541', '48553', '48580', '48581', '48629', '48651', '48698', '48734', '48750'] (93 occurrences)\n",
            "prof -> ['45099', '47992', '48748'] (3 occurrences)\n",
            "profession -> ['45644', '45823', '46081', '46747', '46853', '46919', '47236', '47781', '48041', '48392'] (10 occurrences)\n",
            "professor -> ['47165'] (1 occurrences)\n",
            "profil -> ['45479', '45712'] (2 occurrences)\n",
            "profit -> ['45048', '45233', '45235', '45423', '45442', '45639', '45832', '45999', '46322', '46512', '46807', '47282', '47340', '47358', '47393', '47434', '47451', '48274', '48642'] (19 occurrences)\n",
            "profligaci -> ['45554'] (1 occurrences)\n",
            "profound -> ['45848'] (1 occurrences)\n",
            "program -> ['45536', '45734', '45818', '46860', '47879', '48093', '48633', '48649'] (8 occurrences)\n",
            "programm -> ['48572'] (1 occurrences)\n",
            "progresso -> ['47140'] (1 occurrences)\n",
            "prohibit -> ['45406', '45446', '47583'] (3 occurrences)\n",
            "project -> ['47660'] (1 occurrences)\n",
            "prolifereligion -> ['48019'] (1 occurrences)\n",
            "promenad -> ['47699'] (1 occurrences)\n",
            "promis -> ['47491', '48413', '48414'] (3 occurrences)\n",
            "promo -> ['45871', '46626'] (2 occurrences)\n",
            "promot -> ['45691', '45965', '47237', '48446'] (4 occurrences)\n",
            "prompt -> ['46165', '47905', '48031', '48633', '48656'] (5 occurrences)\n",
            "prone -> ['48711'] (1 occurrences)\n",
            "proof -> ['45959', '46000', '47950'] (3 occurrences)\n",
            "prop -> ['45521', '46019', '46528', '48032'] (4 occurrences)\n",
            "propaganda -> ['45935', '47242', '48046'] (3 occurrences)\n",
            "proper -> ['45971', '47226', '47694', '48392'] (4 occurrences)\n",
            "properli -> ['45027', '46963', '48155'] (3 occurrences)\n",
            "properrefriger -> ['48212'] (1 occurrences)\n",
            "properti -> ['45417', '46235', '47662', '47830'] (4 occurrences)\n",
            "propertymanag -> ['48693'] (1 occurrences)\n",
            "proport -> ['45464'] (1 occurrences)\n",
            "propos -> ['47013'] (1 occurrences)\n",
            "prosecut -> ['46512', '47331', '48451'] (3 occurrences)\n",
            "prosecutor -> ['48397'] (1 occurrences)\n",
            "prospect -> ['48289'] (1 occurrences)\n",
            "protect -> ['44955', '44960', '44983', '44992', '45023', '45035', '45061', '45214', '45258', '45268', '45275', '45348', '45351', '45373', '45446', '45582', '45621', '45784', '45830', '45852', '45873', '45977', '45978', '46007', '46035', '46287', '46337', '46351', '46369', '46381', '46395', '46402', '46413', '46602', '46648', '46792', '46827', '46837', '46842', '46969', '46970', '47087', '47118', '47119', '47120', '47174', '47211', '47341', '47368', '47370', '47392', '47555', '47556', '47578', '47586', '47605', '47632', '47662', '47761', '47780', '47783', '47784', '47798', '47904', '47970', '48033', '48070', '48174', '48225', '48245', '48288', '48311', '48326', '48372', '48395', '48419', '48438', '48445', '48689', '48706'] (80 occurrences)\n",
            "protein -> ['45089', '45487', '45519', '47258', '48212'] (5 occurrences)\n",
            "protest -> ['45969', '46220', '48327'] (3 occurrences)\n",
            "protocol -> ['46028'] (1 occurrences)\n",
            "proud -> ['45363', '47470', '47743', '48247', '48319'] (5 occurrences)\n",
            "pround -> ['48023'] (1 occurrences)\n",
            "prove -> ['45372', '46114', '46305', '46475', '47463', '47594', '47907', '48344', '48458'] (9 occurrences)\n",
            "proven -> ['45166', '45177', '46783'] (3 occurrences)\n",
            "provid -> ['45011', '45632', '46553', '47394', '47924', '47976', '48326', '48421'] (8 occurrences)\n",
            "provinc -> ['45396', '45912'] (2 occurrences)\n",
            "provis -> ['45931', '47212'] (2 occurrences)\n",
            "prowl -> ['46944'] (1 occurrences)\n",
            "prowrestl -> ['46826'] (1 occurrences)\n",
            "prowrestlingev -> ['44984'] (1 occurrences)\n",
            "proxim -> ['47625'] (1 occurrences)\n",
            "prrd -> ['48097'] (1 occurrences)\n",
            "prshz6mqsg -> ['48655'] (1 occurrences)\n",
            "pruell -> ['45793'] (1 occurrences)\n",
            "ps -> ['46507'] (1 occurrences)\n",
            "psa -> ['45178', '45442', '45915', '46135', '46319', '46525', '46630', '46732', '46999', '47075', '47690', '48521', '48723'] (13 occurrences)\n",
            "psalm91 -> ['45422'] (1 occurrences)\n",
            "psl2020 -> ['48688'] (1 occurrences)\n",
            "psqudqnbqj -> ['48722'] (1 occurrences)\n",
            "pst -> ['46353'] (1 occurrences)\n",
            "psv -> ['46020'] (1 occurrences)\n",
            "psych -> ['47426', '48453'] (2 occurrences)\n",
            "psycho -> ['45943'] (1 occurrences)\n",
            "psycholog -> ['45347', '45853', '46163', '46711'] (4 occurrences)\n",
            "psychologist -> ['48573'] (1 occurrences)\n",
            "psychopath -> ['46407'] (1 occurrences)\n",
            "pszt2fwywl -> ['47852'] (1 occurrences)\n",
            "pt -> ['45515'] (1 occurrences)\n",
            "pto -> ['48025'] (1 occurrences)\n",
            "ptsd -> ['45251', '45709'] (2 occurrences)\n",
            "pub -> ['45301', '47759', '48142', '48508'] (4 occurrences)\n",
            "publ -> ['46969'] (1 occurrences)\n",
            "public -> ['45048', '45075', '45160', '45230', '45358', '45360', '45377', '45406', '45556', '45670', '45748', '45753', '45835', '45941', '45958', '45984', '46006', '46073', '46080', '46083', '46162', '46192', '46256', '46271', '46309', '46388', '46402', '46603', '46605', '46674', '46743', '46914', '46924', '46996', '46999', '47135', '47165', '47186', '47305', '47312', '47323', '47392', '47436', '47462', '47494', '47496', '47543', '47561', '47605', '47625', '47743', '47800', '47904', '48054', '48114', '48158', '48225', '48325', '48336', '48359', '48360', '48397', '48407', '48419', '48520', '48685', '48725'] (67 occurrences)\n",
            "publichealth -> ['45611', '47019', '48431'] (3 occurrences)\n",
            "publiqu -> ['46729'] (1 occurrences)\n",
            "publish -> ['45300', '45804', '46180', '46654', '47862', '48332', '48352', '48491'] (8 occurrences)\n",
            "publix -> ['46216', '46531', '47840', '48134', '48595'] (5 occurrences)\n",
            "puecg61psv -> ['48193'] (1 occurrences)\n",
            "puerto -> ['48604'] (1 occurrences)\n",
            "pukthyh02z -> ['46657'] (1 occurrences)\n",
            "pull -> ['44980', '44986', '45423', '45530', '46514', '46998', '47393', '48494'] (8 occurrences)\n",
            "puls -> ['47463'] (1 occurrences)\n",
            "pump -> ['44958', '44972', '45648', '45793', '46230', '47639', '47737'] (7 occurrences)\n",
            "pumpkin -> ['46034', '47913'] (2 occurrences)\n",
            "punch -> ['47715', '47855', '48113'] (3 occurrences)\n",
            "puppet -> ['45264'] (1 occurrences)\n",
            "puppi -> ['45314', '47548'] (2 occurrences)\n",
            "purchas -> ['44965', '45031', '45094', '45124', '45141', '45162', '45163', '45522', '45570', '45633', '45711', '45938', '45975', '45980', '46015', '46080', '46134', '46179', '46180', '46199', '46200', '46283', '46352', '46367', '46381', '46412', '46441', '46547', '46608', '46747', '46949', '47107', '47250', '47259', '47303', '47432', '47438', '47776', '47800', '47821', '47870', '47986', '48064', '48133', '48305', '48314', '48330', '48361', '48384', '48400', '48425', '48497', '48519', '48536', '48613', '48624', '48628'] (57 occurrences)\n",
            "pure -> ['46153', '46320', '47470'] (3 occurrences)\n",
            "purel -> ['44954', '45271'] (2 occurrences)\n",
            "purg -> ['46378'] (1 occurrences)\n",
            "purifi -> ['45149', '47435', '48057'] (3 occurrences)\n",
            "purportedli -> ['48371'] (1 occurrences)\n",
            "purpos -> ['45438', '46493'] (2 occurrences)\n",
            "purs -> ['45177', '46783'] (2 occurrences)\n",
            "puse -> ['46713'] (1 occurrences)\n",
            "push -> ['45282', '45615', '45717', '45935', '45968', '46740', '46763', '46912', '47349', '47602', '47840', '47850', '48026', '48107', '48183', '48539', '48646'] (17 occurrences)\n",
            "put -> ['44975', '45073', '45227', '45254', '45256', '45304', '45305', '45326', '45381', '45390', '45406', '45413', '45500', '45534', '45617', '45936', '45946', '45989', '46001', '46028', '46099', '46123', '46289', '46620', '46797', '46830', '46855', '47017', '47322', '47446', '47659', '47674', '47693', '47718', '47729', '47739', '47767', '47774', '47782', '47848', '47883', '47920', '47984', '48017', '48100', '48106', '48153', '48247', '48274', '48308', '48476', '48513', '48527', '48545', '48631', '48646', '48688', '48693', '48719', '48722'] (60 occurrences)\n",
            "putin -> ['45489'] (1 occurrences)\n",
            "puzzl -> ['45180', '47649'] (2 occurrences)\n",
            "pvamtamgul -> ['47388'] (1 occurrences)\n",
            "pvcoviflgm -> ['47051'] (1 occurrences)\n",
            "pwanle6bod -> ['48431'] (1 occurrences)\n",
            "pwcdanica -> ['47605'] (1 occurrences)\n",
            "pwd -> ['48230'] (1 occurrences)\n",
            "pwzwni4xnk -> ['46716'] (1 occurrences)\n",
            "pxv49qvi8x -> ['45505'] (1 occurrences)\n",
            "pyqfv7asyi -> ['48472'] (1 occurrences)\n",
            "pyyw7gpv7p -> ['47278'] (1 occurrences)\n",
            "pyzq8ymuv5 -> ['44958'] (1 occurrences)\n",
            "pz1kihoetm -> ['46854'] (1 occurrences)\n",
            "pzkhvlv6pu -> ['47524'] (1 occurrences)\n",
            "q0jqqc3sgc -> ['47374'] (1 occurrences)\n",
            "q0zbgss0rp -> ['45469'] (1 occurrences)\n",
            "q1 -> ['45038'] (1 occurrences)\n",
            "q1o6yypanr -> ['48236'] (1 occurrences)\n",
            "q5ate3xpm -> ['47433'] (1 occurrences)\n",
            "q5kaojafct -> ['45055'] (1 occurrences)\n",
            "q5tthgwr9y -> ['47864'] (1 occurrences)\n",
            "q7ej1fixxi -> ['45136'] (1 occurrences)\n",
            "q8g7uphmpw -> ['45904'] (1 occurrences)\n",
            "q9h04gdufw -> ['47642'] (1 occurrences)\n",
            "qae4m4utci -> ['48255'] (1 occurrences)\n",
            "qanom -> ['45662'] (1 occurrences)\n",
            "qanon -> ['44956', '44985', '45662', '45706'] (4 occurrences)\n",
            "qanon2018 -> ['44956'] (1 occurrences)\n",
            "qanon2020 -> ['44956'] (1 occurrences)\n",
            "qarmi -> ['45662'] (1 occurrences)\n",
            "qatar -> ['45815', '46607', '46952'] (3 occurrences)\n",
            "qatarcovid19watch -> ['46607'] (1 occurrences)\n",
            "qatarliv -> ['46952'] (1 occurrences)\n",
            "qatarnew -> ['46952'] (1 occurrences)\n",
            "qayamat -> ['46695'] (1 occurrences)\n",
            "qayyhh328b -> ['46696'] (1 occurrences)\n",
            "qcbqskdx9f -> ['47631'] (1 occurrences)\n",
            "qd67hf6bfz -> ['48732'] (1 occurrences)\n",
            "qdhfnxg0tk -> ['46446'] (1 occurrences)\n",
            "qdoba -> ['46414'] (1 occurrences)\n",
            "qdq8fxhkk1 -> ['46102'] (1 occurrences)\n",
            "qedjnoanxo -> ['46073'] (1 occurrences)\n",
            "qei40h4chz -> ['45120'] (1 occurrences)\n",
            "qelo4ww0ax -> ['45549'] (1 occurrences)\n",
            "qf6hclcaeq -> ['48750'] (1 occurrences)\n",
            "qfze7m17bk -> ['47488'] (1 occurrences)\n",
            "qgtep7nlqa -> ['47353'] (1 occurrences)\n",
            "qh9zcfgifc -> ['46665'] (1 occurrences)\n",
            "qhzfn1jtrw -> ['47514'] (1 occurrences)\n",
            "qidfeojbs4 -> ['48186'] (1 occurrences)\n",
            "qigh8xsuev -> ['47207'] (1 occurrences)\n",
            "qijcwcymfb -> ['48547'] (1 occurrences)\n",
            "qjkucawgc2 -> ['45074'] (1 occurrences)\n",
            "qjlsxwdmnp -> ['46164'] (1 occurrences)\n",
            "qkdszygo52 -> ['45193'] (1 occurrences)\n",
            "qkfbnvloxj -> ['48436'] (1 occurrences)\n",
            "qkoljtopdr -> ['45043'] (1 occurrences)\n",
            "ql75ifuvya -> ['48534'] (1 occurrences)\n",
            "qld -> ['45787'] (1 occurrences)\n",
            "qmcb7difgd -> ['48639'] (1 occurrences)\n",
            "qmtz80wpzv -> ['48656'] (1 occurrences)\n",
            "qni6tchs62 -> ['45335'] (1 occurrences)\n",
            "qnjqai77uk -> ['46280'] (1 occurrences)\n",
            "qnmg8qkumv -> ['48359'] (1 occurrences)\n",
            "qoukwpyf3z -> ['46413'] (1 occurrences)\n",
            "qpqdvmjnmm -> ['47664'] (1 occurrences)\n",
            "qqc2osrhto -> ['45640'] (1 occurrences)\n",
            "qqq -> ['44971', '45478'] (2 occurrences)\n",
            "qqqylbl3ti -> ['45173'] (1 occurrences)\n",
            "qr -> ['46891'] (1 occurrences)\n",
            "qrngucyusi -> ['46731'] (1 occurrences)\n",
            "qrrdxixoif -> ['48739'] (1 occurrences)\n",
            "qs69wvdds7 -> ['48539'] (1 occurrences)\n",
            "qt -> ['46438'] (1 occurrences)\n",
            "qtr -> ['48585'] (1 occurrences)\n",
            "qu37wcnif7 -> ['45530'] (1 occurrences)\n",
            "quadrupl -> ['45358'] (1 occurrences)\n",
            "qualiti -> ['44963', '45646', '45732', '46628', '46686', '47484', '47500', '47624'] (8 occurrences)\n",
            "quantiti -> ['46012', '48330', '48512'] (3 occurrences)\n",
            "quarantain -> ['46377'] (1 occurrences)\n",
            "quarantin -> ['44981', '45007', '45012', '45016', '45021', '45049', '45068', '45089', '45112', '45113', '45128', '45165', '45208', '45266', '45287', '45367', '45386', '45405', '45414', '45422', '45466', '45480', '45506', '45511', '45522', '45547', '45549', '45591', '45592', '45694', '45778', '45861', '45879', '45917', '45939', '45947', '46013', '46189', '46194', '46269', '46289', '46367', '46400', '46419', '46420', '46438', '46626', '46905', '46930', '47031', '47081', '47105', '47113', '47145', '47153', '47180', '47249', '47251', '47253', '47371', '47386', '47577', '47590', '47655', '47693', '47707', '47714', '47747', '47781', '47891', '47930', '47935', '47945', '47974', '48053', '48115', '48173', '48203', '48275', '48317', '48369', '48393', '48488', '48510', '48541', '48554', '48601'] (87 occurrences)\n",
            "quarantineandchil -> ['45948', '46379', '46630', '46639', '46760', '46839', '46911', '47277', '47280', '47386', '47486', '47573', '47671', '47682', '48222'] (15 occurrences)\n",
            "quarantinecat -> ['48728'] (1 occurrences)\n",
            "quarantinelif -> ['48406', '48407', '48673'] (3 occurrences)\n",
            "quarentena -> ['47880'] (1 occurrences)\n",
            "quarentinelif -> ['48427'] (1 occurrences)\n",
            "quarintin -> ['48617'] (1 occurrences)\n",
            "quart -> ['46474'] (1 occurrences)\n",
            "quarter -> ['47032', '48585'] (2 occurrences)\n",
            "quarterli -> ['45423'] (1 occurrences)\n",
            "quartogrado -> ['46776'] (1 occurrences)\n",
            "quash -> ['45177', '46783'] (2 occurrences)\n",
            "queen -> ['45287', '46137'] (2 occurrences)\n",
            "queenafua -> ['47273'] (1 occurrences)\n",
            "queensland -> ['47155'] (1 occurrences)\n",
            "quench -> ['47174'] (1 occurrences)\n",
            "queri -> ['48094'] (1 occurrences)\n",
            "quesadilla -> ['46153'] (1 occurrences)\n",
            "question -> ['45041', '45115', '45157', '45208', '45305', '45536', '45578', '45802', '46080', '46171', '46215', '46235', '46837', '46895', '47202', '47238', '47245', '47384', '47414', '47423', '48048', '48067', '48069', '48115', '48326'] (25 occurrences)\n",
            "queu -> ['45060', '45308', '45470', '46892', '47253', '47891'] (6 occurrences)\n",
            "queue -> ['45115', '45120', '45244', '45287', '45380', '45409', '45514', '45603', '45624', '45665', '45754', '45808', '45855', '46434', '46469', '47063', '47272', '47333', '47626', '47627', '47743', '47813', '47833', '48215', '48280', '48558', '48616'] (27 occurrences)\n",
            "queuer -> ['45665'] (1 occurrences)\n",
            "quezon -> ['45265'] (1 occurrences)\n",
            "quic -> ['48734'] (1 occurrences)\n",
            "quick -> ['45440', '45664', '46572', '46810', '47254', '47439', '47465', '48580'] (8 occurrences)\n",
            "quickest -> ['45042'] (1 occurrences)\n",
            "quickli -> ['45569', '45913', '46174', '46261', '46583', '47350', '47556', '47593', '47711', '47739', '48297', '48413', '48414', '48510'] (14 occurrences)\n",
            "quicktak -> ['45221'] (1 occurrences)\n",
            "quiet -> ['46632', '47264', '48441'] (3 occurrences)\n",
            "quietplacemovi -> ['45988'] (1 occurrences)\n",
            "quilt -> ['47355'] (1 occurrences)\n",
            "quintonlucaskc -> ['48039'] (1 occurrences)\n",
            "quit -> ['45237', '45547', '45670', '46109', '46561', '47037', '47320'] (7 occurrences)\n",
            "quot -> ['45139', '45693', '47343', '48223'] (4 occurrences)\n",
            "quota -> ['46943'] (1 occurrences)\n",
            "quoteofthedai -> ['48175'] (1 occurrences)\n",
            "quran -> ['45628'] (1 occurrences)\n",
            "qurantin -> ['45766'] (1 occurrences)\n",
            "qw2oheuxot -> ['46331'] (1 occurrences)\n",
            "qwdtwzbmwp -> ['48472'] (1 occurrences)\n",
            "qxfnpkdmdg -> ['46334'] (1 occurrences)\n",
            "qxh1junj03 -> ['45171'] (1 occurrences)\n",
            "qxouosbizq -> ['45962'] (1 occurrences)\n",
            "qxrtaluuag -> ['46028'] (1 occurrences)\n",
            "qxyjqzgac -> ['45520'] (1 occurrences)\n",
            "qxzhmrfsfu -> ['47266'] (1 occurrences)\n",
            "qzg3yhrm9n -> ['48450'] (1 occurrences)\n",
            "r1ijbjjhh6 -> ['46244'] (1 occurrences)\n",
            "r5jb2vvfh3 -> ['45227'] (1 occurrences)\n",
            "r6jvhdkgvp -> ['45403'] (1 occurrences)\n",
            "r78fjcqyvk -> ['47667'] (1 occurrences)\n",
            "r7sagojsjg -> ['47825'] (1 occurrences)\n",
            "r8ernbiv3p -> ['45105'] (1 occurrences)\n",
            "r8igt57dan -> ['45908'] (1 occurrences)\n",
            "r8wh8msped -> ['45061'] (1 occurrences)\n",
            "ra0vaaxkmz -> ['46358'] (1 occurrences)\n",
            "rabdicg -> ['48362'] (1 occurrences)\n",
            "rabid -> ['46233'] (1 occurrences)\n",
            "rabobankau -> ['46140'] (1 occurrences)\n",
            "raboresearch -> ['46140'] (1 occurrences)\n",
            "race -> ['45712', '46969', '47353', '48375', '48597'] (5 occurrences)\n",
            "rachaelrai -> ['45079'] (1 occurrences)\n",
            "racism -> ['45481', '45513', '46913'] (3 occurrences)\n",
            "racist -> ['45533', '47176', '48308'] (3 occurrences)\n",
            "radic -> ['45065'] (1 occurrences)\n",
            "radicalis -> ['45569'] (1 occurrences)\n",
            "radio -> ['47536', '47904'] (2 occurrences)\n",
            "radio4 -> ['47992'] (1 occurrences)\n",
            "radiu -> ['48216'] (1 occurrences)\n",
            "rag -> ['47226'] (1 occurrences)\n",
            "ragingrod -> ['48414'] (1 occurrences)\n",
            "rahzrycemp -> ['45086'] (1 occurrences)\n",
            "raid -> ['45110', '45278', '46043', '46899', '47103', '47894', '48239'] (7 occurrences)\n",
            "rail -> ['48135', '48231'] (2 occurrences)\n",
            "rain -> ['46365', '48381'] (2 occurrences)\n",
            "rainbow -> ['45445'] (1 occurrences)\n",
            "raini -> ['47499'] (1 occurrences)\n",
            "rais -> ['45034', '45093', '45183', '45399', '45411', '45717', '46064', '46114', '46746', '46880', '47126', '47318', '47516', '47647', '48193', '48194', '48195', '48279', '48327', '48370', '48542', '48738'] (22 occurrences)\n",
            "rajya -> ['45273'] (1 occurrences)\n",
            "rakuten -> ['46961'] (1 occurrences)\n",
            "rakyat -> ['48749'] (1 occurrences)\n",
            "ralli -> ['45992'] (1 occurrences)\n",
            "ralph -> ['45111', '46631', '47004', '47641'] (4 occurrences)\n",
            "ralphkramden -> ['48406'] (1 occurrences)\n",
            "ralphsgroceri -> ['46853'] (1 occurrences)\n",
            "ram -> ['45314', '45615', '48178'] (3 occurrences)\n",
            "rama -> ['45189'] (1 occurrences)\n",
            "ramadan -> ['48227'] (1 occurrences)\n",
            "rambl -> ['46290'] (1 occurrences)\n",
            "ramen -> ['45598', '46487', '46627'] (3 occurrences)\n",
            "ramond -> ['45336'] (1 occurrences)\n",
            "ramp -> ['46802', '47158', '47870', '47986', '48397', '48710'] (6 occurrences)\n",
            "rampant -> ['45358', '48161'] (2 occurrences)\n",
            "ran -> ['45650', '46137', '46244', '46433', '46507', '46916', '47413', '47465', '47510', '47531', '48328'] (11 occurrences)\n",
            "ranch -> ['46205', '47840'] (2 occurrences)\n",
            "rancher -> ['46737'] (1 occurrences)\n",
            "rancho -> ['46355'] (1 occurrences)\n",
            "rand -> ['46155'] (1 occurrences)\n",
            "random -> ['45366', '46158', '46425', '46505', '46903', '47736', '48427'] (7 occurrences)\n",
            "rang -> ['46403', '46468', '48580'] (3 occurrences)\n",
            "rank -> ['45024'] (1 occurrences)\n",
            "ransack -> ['45312', '46038', '46079'] (3 occurrences)\n",
            "rant -> ['47439', '47721'] (2 occurrences)\n",
            "ranvir01 -> ['47100'] (1 occurrences)\n",
            "rap -> ['45287'] (1 occurrences)\n",
            "rapid -> ['45495', '46106', '47364'] (3 occurrences)\n",
            "rapidli -> ['45436', '46775', '47830', '48592', '48731'] (5 occurrences)\n",
            "raptor -> ['45978', '47930'] (2 occurrences)\n",
            "rare -> ['47160', '48078'] (2 occurrences)\n",
            "rarjfr7xgu -> ['46936'] (1 occurrences)\n",
            "rashidatlaib -> ['44993'] (1 occurrences)\n",
            "rat -> ['47353'] (1 occurrences)\n",
            "rate -> ['45016', '45033', '45199', '45335', '45635', '45677', '46021', '46078', '46155', '46156', '46568', '46598', '46785', '46815', '47042', '47741', '48218', '48219', '48348', '48471', '48617', '48682', '48712'] (23 occurrences)\n",
            "ration -> ['45186', '45297', '45408', '45544', '45681', '46089', '46507', '46658', '46893', '46899', '47186', '47302', '47361', '47374', '47446', '47645', '47814', '47971', '48046', '48139', '48217', '48251', '48277'] (23 occurrences)\n",
            "ravag -> ['47922'] (1 occurrences)\n",
            "ravagermog -> ['45252'] (1 occurrences)\n",
            "raw -> ['47776'] (1 occurrences)\n",
            "raymartin55 -> ['48266'] (1 occurrences)\n",
            "rayon -> ['45649'] (1 occurrences)\n",
            "razor -> ['48244'] (1 occurrences)\n",
            "rb9rtt7nkc -> ['44964'] (1 occurrences)\n",
            "rbc -> ['46185'] (1 occurrences)\n",
            "rd -> ['45089'] (1 occurrences)\n",
            "rdt4nqwgsq -> ['45870'] (1 occurrences)\n",
            "rdvouy4pfn -> ['46668'] (1 occurrences)\n",
            "reach -> ['44977', '44994', '45341', '45451', '45464', '45681', '45696', '45700', '45713', '45732', '45772', '45883', '46036', '46177', '46300', '46456', '46837', '47008', '47278', '47490', '47598', '47787', '47859', '48062', '48669'] (25 occurrences)\n",
            "react -> ['45001', '45115', '45832', '46066', '47186', '47814', '48234', '48605'] (8 occurrences)\n",
            "reaction -> ['45200', '45398', '46623', '46750', '46752', '47003', '47083', '48150'] (8 occurrences)\n",
            "reactionari -> ['46805'] (1 occurrences)\n",
            "read -> ['44999', '45097', '45190', '45238', '45393', '45449', '45765', '45804', '45872', '45893', '45927', '46145', '46219', '46225', '46262', '46510', '46654', '46738', '46843', '46901', '46918', '47132', '47150', '47226', '47239', '47398', '47437', '47467', '47510', '47774', '47825', '47964', '48210', '48214', '48389', '48400', '48506', '48568', '48615', '48628', '48698', '48731', '48732'] (43 occurrences)\n",
            "reader -> ['46212'] (1 occurrences)\n",
            "readi -> ['45020', '45104', '45126', '45340', '45413', '45638', '45679', '45698', '45794', '45943', '46270', '46745', '46861', '47224', '47319', '47327', '47569', '47662', '48314', '48406', '48525', '48686'] (22 occurrences)\n",
            "ready2dai -> ['47004'] (1 occurrences)\n",
            "real -> ['45305', '45501', '45583', '45619', '45888', '46160', '46219', '46237', '46238', '46404', '46465', '46492', '46632', '46742', '46754', '46780', '46785', '46818', '46840', '46907', '46934', '47020', '47114', '47158', '47281', '47292', '47358', '47595', '47952', '48127', '48133', '48185', '48353', '48407', '48536', '48573', '48653'] (37 occurrences)\n",
            "realdonaldtrump -> ['44993', '45008', '45037', '45042', '45063', '45181', '45293', '45331', '45385', '45547', '45587', '45706', '45756', '46019', '46136', '46228', '46545', '46632', '46639', '46712', '46786', '46803', '47000', '47327', '47659', '48182', '48236', '48281', '48296', '48496', '48712', '48742'] (32 occurrences)\n",
            "realest -> ['45501'] (1 occurrences)\n",
            "realis -> ['45548', '45746', '46042', '46223', '46373', '46431', '46873', '47295', '47548', '48013'] (10 occurrences)\n",
            "realist2016jlp -> ['47519'] (1 occurrences)\n",
            "realiti -> ['44976', '45752', '46212', '46749', '47680', '48179'] (6 occurrences)\n",
            "realiz -> ['45401', '45683', '45735', '45806', '46003', '46168', '46256', '46957', '47373', '48080'] (10 occurrences)\n",
            "realjameswood -> ['46901'] (1 occurrences)\n",
            "realkidpok -> ['48734'] (1 occurrences)\n",
            "realloc -> ['47412'] (1 occurrences)\n",
            "realm -> ['47132'] (1 occurrences)\n",
            "realtor -> ['48137'] (1 occurrences)\n",
            "reap -> ['45999'] (1 occurrences)\n",
            "reason -> ['45144', '45385', '45446', '45757', '45789', '45800', '45849', '45923', '46002', '46176', '46319', '46404', '46869', '46890', '46999', '47080', '47138', '47185', '47209', '47344', '47367', '47557', '47749', '47866', '47876', '47990', '48086', '48550'] (28 occurrences)\n",
            "reassign -> ['46158'] (1 occurrences)\n",
            "reassur -> ['46507', '46629', '47475', '47806', '48077', '48392'] (6 occurrences)\n",
            "rebecca -> ['46738'] (1 occurrences)\n",
            "rebelemg -> ['46799'] (1 occurrences)\n",
            "rebook -> ['46442', '48088', '48525'] (3 occurrences)\n",
            "rebound -> ['45631', '46742'] (2 occurrences)\n",
            "recal -> ['46119', '46649'] (2 occurrences)\n",
            "recallnewsom -> ['47181'] (1 occurrences)\n",
            "reccomend -> ['47217'] (1 occurrences)\n",
            "rece -> ['47542'] (1 occurrences)\n",
            "receipt -> ['46283', '46346'] (2 occurrences)\n",
            "receiv -> ['45227', '45522', '45675', '46586', '46767', '46800', '46931', '46943', '47355', '48052', '48315', '48604'] (12 occurrences)\n",
            "recent -> ['44975', '45090', '45135', '45468', '45581', '46080', '46649', '46738', '47108', '47502', '48021', '48159', '48202', '48381', '48413', '48414', '48729', '48748'] (18 occurrences)\n",
            "recess -> ['45002', '45003', '45046', '45168', '45499', '45631', '45900', '46185', '47042', '47070', '47910', '48344', '48417', '48585'] (14 occurrences)\n",
            "recip -> ['45583', '46859'] (2 occurrences)\n",
            "recipi -> ['45522', '45734'] (2 occurrences)\n",
            "reckon -> ['45296'] (1 occurrences)\n",
            "recogn -> ['45036', '45037', '46022', '46876', '47182'] (5 occurrences)\n",
            "recognit -> ['48356'] (1 occurrences)\n",
            "recommend -> ['45096', '45382', '45511', '45789', '46110', '46248', '46420', '47354', '47544', '47812', '47997', '48182', '48342', '48400', '48677'] (15 occurrences)\n",
            "reconsid -> ['45450', '47262'] (2 occurrences)\n",
            "record -> ['45013', '45246', '45355', '45511', '45573', '45790', '45900', '46067', '46099', '46708', '46807', '47917'] (12 occurrences)\n",
            "recoup -> ['46448', '47638'] (2 occurrences)\n",
            "recov -> ['44971', '45029', '45235', '45631', '46035', '46763', '48048', '48057', '48272', '48742'] (10 occurrences)\n",
            "recoveri -> ['46742', '48585', '48617'] (3 occurrences)\n",
            "recreat -> ['46800', '48639'] (2 occurrences)\n",
            "recycl -> ['45318', '46805', '46985'] (3 occurrences)\n",
            "red -> ['45241', '46355', '48229'] (3 occurrences)\n",
            "reddest -> ['45525'] (1 occurrences)\n",
            "redickuless -> ['45410'] (1 occurrences)\n",
            "redicul -> ['45806'] (1 occurrences)\n",
            "redldqbqel -> ['47093'] (1 occurrences)\n",
            "redondo -> ['46579'] (1 occurrences)\n",
            "redress -> ['48701'] (1 occurrences)\n",
            "reduc -> ['45160', '45510', '45651', '45872', '45979', '45982', '46151', '46498', '46708', '46711', '46966', '47284', '47637', '47668', '47745', '47748', '47801', '47912', '47991', '48156', '48224', '48300', '48348', '48501', '48552', '48618', '48703'] (27 occurrences)\n",
            "reducefoodwast -> ['48081'] (1 occurrences)\n",
            "reduct -> ['45785', '47594'] (2 occurrences)\n",
            "redvelvet -> ['48137'] (1 occurrences)\n",
            "reedash -> ['46207'] (1 occurrences)\n",
            "reel -> ['48377'] (1 occurrences)\n",
            "refer -> ['45748', '45796'] (2 occurrences)\n",
            "refinitiv -> ['45038'] (1 occurrences)\n",
            "reflect -> ['46747', '47961'] (2 occurrences)\n",
            "reflex -> ['45926'] (1 occurrences)\n",
            "reform -> ['48063', '48706'] (2 occurrences)\n",
            "refram -> ['48369'] (1 occurrences)\n",
            "refresh -> ['47388'] (1 occurrences)\n",
            "refri -> ['46153'] (1 occurrences)\n",
            "refriger -> ['45488', '46739', '46862'] (3 occurrences)\n",
            "refuge -> ['47838', '48155', '48740'] (3 occurrences)\n",
            "refund -> ['44998', '45011', '45821', '46202', '46333', '47476', '48326'] (7 occurrences)\n",
            "refus -> ['46054', '46096', '46228', '47343', '47503'] (5 occurrences)\n",
            "reg -> ['47150'] (1 occurrences)\n",
            "regan -> ['45414'] (1 occurrences)\n",
            "regard -> ['47150', '48553'] (2 occurrences)\n",
            "regardless -> ['48606'] (1 occurrences)\n",
            "regiment -> ['46164'] (1 occurrences)\n",
            "regina -> ['48532', '48640'] (2 occurrences)\n",
            "region -> ['45551', '45649', '46821', '47286'] (4 occurrences)\n",
            "regist -> ['45030', '45050', '45773', '45886', '46459', '46468', '46951', '47270', '47581', '48119'] (10 occurrences)\n",
            "regret -> ['45163'] (1 occurrences)\n",
            "regul -> ['45020', '45340', '47578', '47622', '48500'] (5 occurrences)\n",
            "regular -> ['44958', '45153', '45310', '45353', '46016', '46209', '46279', '46306', '46337', '46403', '46412', '46413', '46541', '46581', '46686', '47171', '47182', '47234', '47278', '47576', '47647', '47683', '47713', '47838', '47846', '47970', '48033', '48731'] (28 occurrences)\n",
            "regularli -> ['45194', '45670', '45784', '46397', '46513'] (5 occurrences)\n",
            "regulatori -> ['46534'] (1 occurrences)\n",
            "rein -> ['47221'] (1 occurrences)\n",
            "reintegr -> ['46225', '47049'] (2 occurrences)\n",
            "reintroduc -> ['45799'] (1 occurrences)\n",
            "reiter -> ['45693'] (1 occurrences)\n",
            "rel -> ['45754', '47411', '48156'] (3 occurrences)\n",
            "relat -> ['48014'] (1 occurrences)\n",
            "relationship -> ['47875', '48401'] (2 occurrences)\n",
            "relax -> ['45193', '45490', '46627', '46639', '48326', '48576'] (6 occurrences)\n",
            "releas -> ['45004', '45592', '45988', '46582', '46952', '47381', '47975', '48027', '48275', '48523', '48710'] (11 occurrences)\n",
            "relev -> ['45448', '45696', '46872'] (3 occurrences)\n",
            "reli -> ['45304', '45435', '46046', '46156', '46744', '47095', '47177', '47343', '47345', '47605', '47681', '47716', '47844', '47849', '47884', '48286'] (16 occurrences)\n",
            "reliabl -> ['47221', '47964'] (2 occurrences)\n",
            "relianc -> ['48291'] (1 occurrences)\n",
            "reliancejio -> ['46844'] (1 occurrences)\n",
            "reliant -> ['47478', '47844', '48001'] (3 occurrences)\n",
            "relief -> ['45143', '45651', '45990', '46485', '46782', '47081', '47129', '47560', '47975', '48404'] (10 occurrences)\n",
            "reliev -> ['45516', '45845', '47212', '47644', '47722'] (5 occurrences)\n",
            "religi -> ['48691'] (1 occurrences)\n",
            "reluct -> ['47283'] (1 occurrences)\n",
            "remain -> ['45154', '45309', '45778', '46543', '46572', '46592', '46596', '46649', '46659', '46664', '46665', '47021', '47099', '47221', '47289', '47369', '47489', '47689', '47766', '47806', '47868', '48014', '48070', '48190', '48344', '48359', '48475', '48520', '48527', '48608', '48632', '48663', '48731'] (33 occurrences)\n",
            "remaincalmandkind -> ['45312'] (1 occurrences)\n",
            "remak -> ['46423'] (1 occurrences)\n",
            "remark -> ['47680', '48057', '48308'] (3 occurrences)\n",
            "remeb -> ['48091'] (1 occurrences)\n",
            "remedi -> ['46382'] (1 occurrences)\n",
            "rememb -> ['44958', '44988', '44989', '45122', '45174', '45251', '45310', '45682', '45707', '45722', '45737', '45845', '45980', '46340', '46367', '46388', '46395', '46500', '46554', '46612', '46621', '46636', '46808', '46963', '47016', '47017', '47054', '47085', '47095', '47133', '47177', '47377', '47412', '47465', '47475', '47580', '47603', '47718', '47742', '47757', '47776', '47794', '47825', '47845', '47899', '48016', '48017', '48072', '48180', '48182', '48288', '48324', '48366', '48503', '48706'] (55 occurrences)\n",
            "remind -> ['45061', '45156', '45586', '45882', '46080', '46084', '46148', '46259', '46292', '46816', '46911', '46912', '47014', '47315', '47690', '47803', '47804', '47911', '47961', '48014', '48373'] (21 occurrences)\n",
            "reminisc -> ['46695'] (1 occurrences)\n",
            "remitt -> ['48528'] (1 occurrences)\n",
            "remot -> ['45039', '45218', '45839', '46171', '46255', '46550', '46640', '46711', '47185', '47344', '47434', '47471', '47774', '47875', '47991', '48010', '48420', '48664', '48743'] (19 occurrences)\n",
            "remotework -> ['45039'] (1 occurrences)\n",
            "remov -> ['47331', '48632'] (2 occurrences)\n",
            "renam -> ['45682'] (1 occurrences)\n",
            "render -> ['45477'] (1 occurrences)\n",
            "renew -> ['46598'] (1 occurrences)\n",
            "renfrew -> ['48015'] (1 occurrences)\n",
            "rent -> ['45002', '45083', '45153', '46171', '46220', '46235', '46489', '47135', '47686', '48286', '48499', '48510'] (12 occurrences)\n",
            "rental -> ['46222', '46391', '48345'] (3 occurrences)\n",
            "reopen -> ['47346', '47874'] (2 occurrences)\n",
            "rep -> ['45348', '45955', '46290', '46424', '47851', '48694'] (6 occurrences)\n",
            "repair -> ['47489'] (1 occurrences)\n",
            "repdougcollin -> ['45547'] (1 occurrences)\n",
            "repeat -> ['45184', '47405'] (2 occurrences)\n",
            "replac -> ['45140', '45337', '45540', '45973', '46439', '46708', '47603', '48273'] (8 occurrences)\n",
            "replenish -> ['45440', '46363', '46596', '48577'] (4 occurrences)\n",
            "repli -> ['45721', '46440', '46766', '47605', '47805', '48067', '48373'] (7 occurrences)\n",
            "report -> ['44983', '44994', '45023', '45026', '45049', '45051', '45060', '45180', '45292', '45327', '45426', '45697', '45798', '45813', '45902', '45972', '46001', '46028', '46040', '46123', '46237', '46246', '46277', '46313', '46453', '46664', '46665', '46716', '46927', '46975', '47012', '47379', '47391', '47430', '47507', '47589', '47632', '47648', '47658', '47676', '47825', '47853', '47862', '47893', '47910', '47923', '48047', '48073', '48112', '48122', '48210', '48243', '48355', '48371', '48523', '48560', '48710'] (57 occurrences)\n",
            "reportedli -> ['45111', '45810', '48008', '48060', '48362'] (5 occurrences)\n",
            "repres -> ['46166', '46574', '46876', '47062', '47064', '47584', '48514', '48533'] (8 occurrences)\n",
            "reprimand -> ['48231'] (1 occurrences)\n",
            "reproduc -> ['47287'] (1 occurrences)\n",
            "repsusandavi -> ['45902'] (1 occurrences)\n",
            "republ -> ['45268', '47169'] (2 occurrences)\n",
            "republican -> ['46253', '46786'] (2 occurrences)\n",
            "republicandumfuk -> ['45587'] (1 occurrences)\n",
            "reput -> ['45732', '46603'] (2 occurrences)\n",
            "request -> ['45718', '46037', '46970', '47224', '48147', '48664'] (6 occurrences)\n",
            "requir -> ['45348', '45466', '45651', '45800', '46020', '46225', '47049', '47691', '48528'] (9 occurrences)\n",
            "reschedul -> ['47011'] (1 occurrences)\n",
            "rescu -> ['45029', '46021', '47241', '47768'] (4 occurrences)\n",
            "research -> ['45567', '45716', '46397', '46463', '46790', '46901', '47649', '48739', '48743', '48748'] (10 occurrences)\n",
            "resel -> ['45243', '45307', '46233', '46840', '46851', '47219', '47304', '47453', '47923', '48250'] (10 occurrences)\n",
            "resembl -> ['46435'] (1 occurrences)\n",
            "reserv -> ['44986', '45938', '46947', '47066', '47265', '47796', '47817', '48185'] (8 occurrences)\n",
            "reset -> ['45899'] (1 occurrences)\n",
            "resid -> ['45012', '45133', '46697', '46952', '46967', '47390', '47632', '47792', '48020', '48031', '48039', '48073', '48331', '48643'] (14 occurrences)\n",
            "residenti -> ['45837'] (1 occurrences)\n",
            "resili -> ['47961'] (1 occurrences)\n",
            "resist -> ['45474', '45651', '46651', '46700', '47388'] (5 occurrences)\n",
            "resnick -> ['45099'] (1 occurrences)\n",
            "resolv -> ['48617'] (1 occurrences)\n",
            "reson -> ['48441'] (1 occurrences)\n",
            "resort -> ['47659', '48728'] (2 occurrences)\n",
            "resourc -> ['45520', '45568', '45635', '45818', '45918', '46072', '46156', '46303', '46696', '46746', '47009', '47345', '47450', '47574', '47912', '47975', '48156', '48484', '48540', '48586'] (20 occurrences)\n",
            "respect -> ['44969', '46388', '46402', '48119', '48257', '48716'] (6 occurrences)\n",
            "respectretailwork -> ['47944'] (1 occurrences)\n",
            "respir -> ['44960'] (1 occurrences)\n",
            "respiratori -> ['45670', '45811', '46662', '47726', '47804', '47911'] (6 occurrences)\n",
            "respond -> ['44986', '45774', '46853', '47113', '47184', '47259', '47278', '47456', '47507', '47680', '47963', '48568', '48590', '48673'] (14 occurrences)\n",
            "respons -> ['45118', '45135', '45198', '45279', '45285', '45296', '45586', '45690', '45824', '46234', '46301', '46415', '46804', '46810', '46930', '47015', '47184', '47336', '47383', '47394', '47450', '47456', '47552', '47644', '47694', '47847', '47915', '47963', '48233', '48283', '48287', '48331', '48347', '48385', '48451', '48482', '48492', '48502', '48572', '48622', '48649', '48700', '48739'] (43 occurrences)\n",
            "responsibil -> ['46984'] (1 occurrences)\n",
            "rest -> ['45248', '45270', '45494', '45615', '45721', '46177', '46621', '46624', '46658', '47081', '47225', '47278', '47371', '47504', '47897', '48074', '48750'] (17 occurrences)\n",
            "restaur -> ['44969', '45022', '45129', '45140', '45214', '45267', '45276', '45282', '45317', '45323', '45507', '45533', '45561', '45572', '46157', '46346', '46622', '46634', '46675', '46792', '46800', '47215', '47290', '47389', '47424', '47441', '47680', '47748', '47819', '47862', '48159', '48259', '48293', '48300', '48323', '48421', '48423', '48454', '48503', '48528', '48589', '48601', '48618', '48694', '48734', '48744'] (46 occurrences)\n",
            "restock -> ['45490', '45555', '46172', '46174', '46363', '46379', '46459', '46596', '47405', '47517', '47573', '47675', '47802', '48394', '48543', '48720'] (16 occurrences)\n",
            "restrain -> ['46917', '47646'] (2 occurrences)\n",
            "restrict -> ['45019', '45193', '45244', '45677', '46634', '46700', '46915', '47267', '47361', '47450', '47480', '47636', '47904', '48289', '48348'] (15 occurrences)\n",
            "result -> ['45207', '45686', '45971', '46473', '46847', '47210', '47246', '47364', '47545', '47590', '47595', '48215', '48450'] (13 occurrences)\n",
            "resum -> ['46448', '47847'] (2 occurrences)\n",
            "resurrect -> ['46695'] (1 occurrences)\n",
            "retail -> ['45017', '45025', '45030', '45034', '45040', '45067', '45111', '45115', '45116', '45121', '45129', '45130', '45146', '45167', '45176', '45184', '45186', '45190', '45193', '45200', '45203', '45204', '45246', '45249', '45252', '45274', '45285', '45296', '45352', '45357', '45371', '45459', '45508', '45532', '45534', '45537', '45561', '45600', '45664', '45675', '45680', '45711', '45719', '45755', '45794', '45832', '45844', '45871', '45875', '45929', '45936', '45977', '45996', '45997', '45999', '46024', '46057', '46091', '46102', '46107', '46136', '46141', '46142', '46148', '46149', '46157', '46159', '46164', '46171', '46259', '46291', '46311', '46320', '46381', '46389', '46397', '46414', '46441', '46444', '46450', '46452', '46478', '46487', '46490', '46502', '46517', '46522', '46525', '46527', '46544', '46595', '46615', '46640', '46651', '46682', '46703', '46706', '46714', '46724', '46726', '46764', '46766', '46792', '46800', '46801', '46802', '46860', '46914', '46949', '46969', '46973', '46983', '46986', '46997', '47007', '47012', '47015', '47054', '47096', '47101', '47146', '47182', '47202', '47214', '47215', '47228', '47229', '47252', '47289', '47290', '47296', '47297', '47300', '47323', '47330', '47346', '47356', '47370', '47376', '47381', '47387', '47394', '47404', '47424', '47456', '47469', '47495', '47496', '47502', '47512', '47515', '47522', '47534', '47543', '47567', '47587', '47634', '47642', '47667', '47668', '47680', '47689', '47723', '47763', '47777', '47805', '47806', '47815', '47838', '47840', '47851', '47863', '47879', '47898', '47917', '47920', '47921', '47934', '47942', '47963', '47978', '47991', '48002', '48014', '48041', '48045', '48050', '48063', '48068', '48087', '48098', '48116', '48117', '48118', '48134', '48143', '48153', '48159', '48162', '48166', '48183', '48192', '48193', '48194', '48195', '48199', '48202', '48209', '48232', '48243', '48263', '48274', '48277', '48292', '48298', '48311', '48316', '48332', '48348', '48356', '48359', '48360', '48361', '48382', '48398', '48399', '48417', '48418', '48421', '48431', '48450', '48456', '48477', '48483', '48491', '48493', '48501', '48520', '48522', '48524', '48530', '48538', '48555', '48556', '48557', '48564', '48569', '48570', '48583', '48586', '48605', '48608', '48613', '48622', '48623', '48647', '48648', '48649', '48651', '48662', '48687', '48696', '48703', '48722', '48725', '48729', '48731', '48733'] (268 occurrences)\n",
            "retail2020 -> ['48493'] (1 occurrences)\n",
            "retaild -> ['45996', '45997'] (2 occurrences)\n",
            "retailernew -> ['48493'] (1 occurrences)\n",
            "retailgeek -> ['45203'] (1 occurrences)\n",
            "retailhero -> ['46372'] (1 occurrences)\n",
            "retaillif -> ['45875'] (1 occurrences)\n",
            "retailnew -> ['48493'] (1 occurrences)\n",
            "retailtherapi -> ['48622'] (1 occurrences)\n",
            "retailtrend -> ['45184'] (1 occurrences)\n",
            "retailwir -> ['45719'] (1 occurrences)\n",
            "retailwork -> ['46091', '48356'] (2 occurrences)\n",
            "retailx -> ['46397'] (1 occurrences)\n",
            "retest -> ['46571'] (1 occurrences)\n",
            "rethink -> ['45747', '45839', '46227', '46475', '46600'] (5 occurrences)\n",
            "retir -> ['45304'] (1 occurrences)\n",
            "return -> ['44967', '44998', '45163', '45395', '45417', '45502', '45886', '46029', '46848', '46997', '47227', '47522', '47567', '48128'] (14 occurrences)\n",
            "retweeetpleas -> ['46337', '46413'] (2 occurrences)\n",
            "retweet -> ['46226', '46412', '47484', '47923', '48022', '48465', '48516', '48517'] (8 occurrences)\n",
            "reusabl -> ['45995', '47877'] (2 occurrences)\n",
            "reuter -> ['46830', '47134'] (2 occurrences)\n",
            "reveal -> ['45388', '46922', '47175', '47184', '47684', '48157'] (6 occurrences)\n",
            "revenu -> ['45988', '47032'] (2 occurrences)\n",
            "revers -> ['46366', '47344', '47414', '48078'] (4 occurrences)\n",
            "revert -> ['47143'] (1 occurrences)\n",
            "review -> ['47132', '48523', '48729'] (3 occurrences)\n",
            "reviv -> ['45058', '47353'] (2 occurrences)\n",
            "revlon -> ['47852'] (1 occurrences)\n",
            "revolut -> ['45077', '45078', '47004'] (3 occurrences)\n",
            "rew -> ['45909', '48726'] (2 occurrences)\n",
            "rexalldrugstor -> ['46386'] (1 occurrences)\n",
            "rfph1q0lc4 -> ['46687'] (1 occurrences)\n",
            "rgjxui05j5 -> ['45461'] (1 occurrences)\n",
            "rgsm8xuxr6 -> ['44962'] (1 occurrences)\n",
            "rhett800cc -> ['45239'] (1 occurrences)\n",
            "rhiannon -> ['45721'] (1 occurrences)\n",
            "rhvdfsp4wl -> ['48618'] (1 occurrences)\n",
            "ri4cd2rdp -> ['48552'] (1 occurrences)\n",
            "riazgilani -> ['48362'] (1 occurrences)\n",
            "rica -> ['45391'] (1 occurrences)\n",
            "rice -> ['45080', '45241', '45276', '45317', '45743', '45866', '45926', '45960', '46046', '46082', '46153', '46238', '46260', '46319', '46353', '46605', '46813', '46877', '46926', '46964', '46989', '47051', '47059', '47141', '47200', '47280', '47463', '47613', '47691', '47751', '47793', '47896', '47959', '48376', '48475'] (35 occurrences)\n",
            "ricepolit -> ['48745'] (1 occurrences)\n",
            "rich -> ['45146', '45233', '46213', '46257', '46428', '47191', '47518', '48338'] (8 occurrences)\n",
            "richard -> ['47893'] (1 occurrences)\n",
            "richardbarrow -> ['47608'] (1 occurrences)\n",
            "richardbranson -> ['48168'] (1 occurrences)\n",
            "richer -> ['46213'] (1 occurrences)\n",
            "richmond -> ['47555', '48137'] (2 occurrences)\n",
            "rick -> ['45738'] (1 occurrences)\n",
            "ricki -> ['47833'] (1 occurrences)\n",
            "rico -> ['48604'] (1 occurrences)\n",
            "rid -> ['45803', '46704'] (2 occurrences)\n",
            "riddl -> ['46923'] (1 occurrences)\n",
            "ride -> ['45346', '45386', '45572', '45738', '45853', '46222', '46936', '47708', '47755', '48025', '48373', '48454'] (12 occurrences)\n",
            "ridicul -> ['45187', '45259', '45402', '46121', '46652', '46833', '46996', '47135', '47178', '47355', '47425', '47509', '47599', '47656', '47675', '47808', '47905', '48217', '48598', '48626', '48684'] (21 occurrences)\n",
            "ridul -> ['45800'] (1 occurrences)\n",
            "right -> ['44968', '45042', '45086', '45091', '45118', '45131', '45163', '45228', '45267', '45313', '45316', '45329', '45341', '45380', '45391', '45409', '45412', '45431', '45464', '45477', '45570', '45575', '45647', '45663', '45693', '45724', '45744', '45749', '45948', '46025', '46055', '46058', '46065', '46071', '46160', '46161', '46196', '46198', '46202', '46242', '46284', '46300', '46319', '46322', '46328', '46381', '46402', '46423', '46426', '46483', '46501', '46505', '46539', '46543', '46569', '46606', '46653', '46797', '46816', '46830', '47011', '47025', '47035', '47048', '47056', '47091', '47098', '47217', '47227', '47228', '47399', '47454', '47506', '47533', '47557', '47581', '47629', '47638', '47659', '47737', '47825', '47844', '47852', '47896', '47919', '47939', '47998', '48008', '48011', '48060', '48065', '48067', '48119', '48153', '48173', '48175', '48206', '48235', '48313', '48344', '48372', '48399', '48521', '48525', '48567', '48601', '48673'] (107 occurrences)\n",
            "rightli -> ['45530', '45641', '45739'] (3 occurrences)\n",
            "rigor -> ['45031'] (1 occurrences)\n",
            "ring -> ['45582', '48016'] (2 occurrences)\n",
            "rink -> ['47845'] (1 occurrences)\n",
            "riot -> ['47421', '47509'] (2 occurrences)\n",
            "rip -> ['45983', '46597', '46668', '46768'] (4 occurrences)\n",
            "ripoff -> ['46442'] (1 occurrences)\n",
            "rippl -> ['47767'] (1 occurrences)\n",
            "rirkd59tfm -> ['46933'] (1 occurrences)\n",
            "rise -> ['44997', '45008', '45048', '45265', '45300', '45339', '45437', '45797', '45866', '46015', '46082', '46249', '46345', '46436', '46478', '46665', '46706', '46769', '46773', '46886', '47021', '47074', '47343', '47557', '47653', '47695', '47753', '47773', '48244', '48404', '48426', '48479', '48549'] (33 occurrences)\n",
            "risen -> ['46041', '47552'] (2 occurrences)\n",
            "risk -> ['45141', '45185', '45413', '45538', '45588', '45641', '45642', '45693', '45734', '45746', '45832', '45927', '46042', '46177', '46190', '46331', '46491', '46742', '46797', '46817', '46824', '46864', '46895', '46896', '46978', '47149', '47166', '47214', '47299', '47320', '47365', '47370', '47470', '47668', '47729', '47848', '47920', '47989', '48017', '48039', '48232', '48277', '48373', '48399', '48489', '48527', '48536', '48545', '48567', '48733'] (50 occurrences)\n",
            "riski -> ['46077'] (1 occurrences)\n",
            "riskin -> ['47054'] (1 occurrences)\n",
            "risqyv4rx1 -> ['47710'] (1 occurrences)\n",
            "rite -> ['48645'] (1 occurrences)\n",
            "riverview -> ['47612'] (1 occurrences)\n",
            "rivingtonbrewco -> ['48508'] (1 occurrences)\n",
            "rizq -> ['45451'] (1 occurrences)\n",
            "rizu6geynr -> ['47551'] (1 occurrences)\n",
            "rjjmju43ou -> ['45980'] (1 occurrences)\n",
            "rjmx -> ['48019'] (1 occurrences)\n",
            "rjq7hdfbxl -> ['48599'] (1 occurrences)\n",
            "rjwca94sbl -> ['48378'] (1 occurrences)\n",
            "rkbhvi4tlu -> ['45736'] (1 occurrences)\n",
            "rkek9xxgz2 -> ['46338'] (1 occurrences)\n",
            "rkqdmvzw19 -> ['47034'] (1 occurrences)\n",
            "rkv -> ['45186'] (1 occurrences)\n",
            "rkzaxkovdg -> ['46970'] (1 occurrences)\n",
            "rly -> ['45222', '45454'] (2 occurrences)\n",
            "rm129 -> ['47842'] (1 occurrences)\n",
            "rm13 -> ['47842'] (1 occurrences)\n",
            "rm191zyafx -> ['45818'] (1 occurrences)\n",
            "rn -> ['45266', '45380', '45454', '45896', '46214', '46495', '46530', '46577', '46631', '46757', '46898', '48005'] (12 occurrences)\n",
            "rn0ahkzqk -> ['46915'] (1 occurrences)\n",
            "rnep2pylio -> ['47599'] (1 occurrences)\n",
            "rno6brfk4l -> ['46034'] (1 occurrences)\n",
            "ro -> ['45930'] (1 occurrences)\n",
            "road -> ['45747', '46907', '47840', '48166'] (4 occurrences)\n",
            "roadtoroota -> ['47930'] (1 occurrences)\n",
            "roar -> ['45808'] (1 occurrences)\n",
            "roast -> ['47321'] (1 occurrences)\n",
            "rob -> ['45834', '46643', '47602'] (3 occurrences)\n",
            "robaepric -> ['45136'] (1 occurrences)\n",
            "robert -> ['45050'] (1 occurrences)\n",
            "robinhood -> ['48595'] (1 occurrences)\n",
            "robinhoodapp -> ['45448'] (1 occurrences)\n",
            "robjetten -> ['47029'] (1 occurrences)\n",
            "robot -> ['45077', '45078', '46152', '47624'] (4 occurrences)\n",
            "robust -> ['46968', '47234'] (2 occurrences)\n",
            "rock -> ['46102', '48718'] (2 occurrences)\n",
            "rockdal -> ['47431'] (1 occurrences)\n",
            "rocket -> ['46085', '46781', '47087'] (3 occurrences)\n",
            "rocki -> ['48152'] (1 occurrences)\n",
            "rockvil -> ['45186'] (1 occurrences)\n",
            "rodamco -> ['48530'] (1 occurrences)\n",
            "rodeo -> ['46445'] (1 occurrences)\n",
            "rodeohouston2020 -> ['46445'] (1 occurrences)\n",
            "roger -> ['48716'] (1 occurrences)\n",
            "role -> ['45108', '45563', '46097', '46475', '48395', '48412'] (6 occurrences)\n",
            "roll -> ['44988', '45064', '45101', '45112', '45150', '45187', '45257', '45295', '45330', '45373', '45395', '45398', '45410', '45445', '45548', '45575', '45636', '45652', '45669', '45699', '45745', '45748', '45761', '45800', '45862', '45871', '45881', '45964', '45983', '45990', '46008', '46012', '46027', '46091', '46096', '46103', '46112', '46219', '46229', '46239', '46290', '46304', '46398', '46445', '46561', '46589', '46743', '46781', '46805', '46851', '46873', '46888', '46901', '46934', '46968', '46976', '46985', '47079', '47108', '47174', '47261', '47272', '47313', '47315', '47329', '47389', '47398', '47538', '47570', '47574', '47645', '47650', '47711', '47715', '47716', '47726', '47759', '47848', '47850', '47920', '48011', '48140', '48260', '48268', '48333', '48433', '48506', '48571'] (88 occurrences)\n",
            "romanc -> ['48732'] (1 occurrences)\n",
            "romania -> ['46294', '46295', '47768'] (3 occurrences)\n",
            "rome -> ['45308', '46399', '46634', '46894', '47121'] (5 occurrences)\n",
            "ron -> ['47163'] (1 occurrences)\n",
            "rona -> ['47568'] (1 occurrences)\n",
            "ronaviru -> ['46108'] (1 occurrences)\n",
            "roncaruth -> ['47163'] (1 occurrences)\n",
            "roof -> ['45003', '45663', '46404'] (3 occurrences)\n",
            "roofer -> ['45563'] (1 occurrences)\n",
            "rooki -> ['46571'] (1 occurrences)\n",
            "room -> ['45655', '47600', '47662', '48423', '48468', '48731'] (6 occurrences)\n",
            "roommat -> ['46027'] (1 occurrences)\n",
            "root -> ['45141', '46950'] (2 occurrences)\n",
            "rorhmweyvh -> ['46579'] (1 occurrences)\n",
            "rose -> ['45106', '45379', '47764', '47984'] (4 occurrences)\n",
            "rosieduffield1 -> ['48616'] (1 occurrences)\n",
            "rot -> ['45295'] (1 occurrences)\n",
            "rothesaytowncat -> ['48136'] (1 occurrences)\n",
            "rothi -> ['45736'] (1 occurrences)\n",
            "rothschild -> ['48718'] (1 occurrences)\n",
            "rothycod -> ['45736'] (1 occurrences)\n",
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            "rothyscoupon -> ['45736'] (1 occurrences)\n",
            "rothysdiscount -> ['45736'] (1 occurrences)\n",
            "rough -> ['48720'] (1 occurrences)\n",
            "roughli -> ['46815', '47763'] (2 occurrences)\n",
            "round -> ['45072', '45689', '46537', '46929', '47410', '47716', '48103'] (7 occurrences)\n",
            "roundup -> ['48412'] (1 occurrences)\n",
            "rout -> ['46677'] (1 occurrences)\n",
            "routin -> ['46009', '47878'] (2 occurrences)\n",
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            "roxpx43t5h -> ['48720'] (1 occurrences)\n",
            "royal -> ['46661', '47668'] (2 occurrences)\n",
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            "rrainfo -> ['47391'] (1 occurrences)\n",
            "rrkwvf3i3u -> ['45981'] (1 occurrences)\n",
            "rs -> ['46248', '47132', '47695'] (3 occurrences)\n",
            "rsbl -> ['46809'] (1 occurrences)\n",
            "rt -> ['46162', '46797', '47236', '47237', '47344', '47787', '47911', '47923', '48107'] (9 occurrences)\n",
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            "rtbhfraxtu -> ['45068'] (1 occurrences)\n",
            "rtcppemsrz -> ['46738'] (1 occurrences)\n",
            "rte -> ['46984'] (1 occurrences)\n",
            "rtenew -> ['46984'] (1 occurrences)\n",
            "ru -> ['45070'] (1 occurrences)\n",
            "rub -> ['47466', '47563'] (2 occurrences)\n",
            "rub6qt86gp -> ['48495'] (1 occurrences)\n",
            "rubber -> ['46437', '48665'] (2 occurrences)\n",
            "rude -> ['46058', '46950', '46957', '47069', '47075', '48598'] (6 occurrences)\n",
            "rudi -> ['45281'] (1 occurrences)\n",
            "rug -> ['44986'] (1 occurrences)\n",
            "ruin -> ['47134', '48517'] (2 occurrences)\n",
            "rule -> ['45262', '45446', '45554', '45567', '45712', '46138', '46522', '47333', '47813', '47993', '48153', '48543'] (12 occurrences)\n",
            "rumchata -> ['46536'] (1 occurrences)\n",
            "rumor -> ['45036', '45037', '45279', '45563', '46998', '47467', '48031', '48169'] (8 occurrences)\n",
            "rumour -> ['46018', '47231'] (2 occurrences)\n",
            "run -> ['44995', '45066', '45112', '45130', '45206', '45269', '45315', '45337', '45372', '45382', '45405', '45413', '45436', '45451', '45572', '45686', '45695', '45766', '45776', '45847', '45859', '45874', '46019', '46036', '46053', '46067', '46077', '46100', '46113', '46212', '46281', '46355', '46365', '46397', '46398', '46409', '46444', '46487', '46504', '46537', '46682', '46703', '46712', '46716', '46744', '46766', '46767', '46804', '46813', '46984', '47069', '47106', '47191', '47235', '47268', '47311', '47350', '47359', '47390', '47406', '47427', '47493', '47551', '47573', '47593', '47596', '47597', '47617', '47637', '47645', '47664', '47674', '47692', '47697', '47767', '47778', '47861', '47884', '47900', '47933', '47952', '47956', '47964', '48043', '48047', '48066', '48161', '48167', '48169', '48184', '48255', '48257', '48258', '48331', '48336', '48340', '48383', '48481', '48654', '48675', '48677', '48692'] (102 occurrences)\n",
            "runner -> ['45191'] (1 occurrences)\n",
            "rupe -> ['46060', '46708', '48682'] (3 occurrences)\n",
            "rura -> ['47391'] (1 occurrences)\n",
            "rural -> ['45039', '46225', '47049', '47234', '47830'] (5 occurrences)\n",
            "rush -> ['45014', '45735', '45978', '46007', '46183', '46312', '46440', '46905', '46924', '46952', '47187', '47266', '47366', '47405', '47457', '47467', '47744', '48087', '48118', '48138', '48454'] (21 occurrences)\n",
            "russia -> ['44986', '45000', '45013', '45024', '45328', '45385', '45489', '45521', '45900', '45910', '46701', '47772', '47853', '48046'] (14 occurrences)\n",
            "russian -> ['46803', '48046'] (2 occurrences)\n",
            "rustan -> ['46480'] (1 occurrences)\n",
            "ruth -> ['47193'] (1 occurrences)\n",
            "rvouw0vwfq -> ['48121'] (1 occurrences)\n",
            "rwahrrwylk -> ['47972'] (1 occurrences)\n",
            "rwanda -> ['47391'] (1 occurrences)\n",
            "rwandahealth -> ['47391', '47392'] (2 occurrences)\n",
            "rwrxvu8b4q -> ['48553'] (1 occurrences)\n",
            "rx -> ['45180'] (1 occurrences)\n",
            "rx7cfug0sb -> ['47749'] (1 occurrences)\n",
            "rx7yo4mglm -> ['45595'] (1 occurrences)\n",
            "rxwsn0tioa -> ['47381'] (1 occurrences)\n",
            "ry0cog7ptr -> ['45127'] (1 occurrences)\n",
            "ryan -> ['48405'] (1 occurrences)\n",
            "ryanair -> ['46442'] (1 occurrences)\n",
            "rylan -> ['46625'] (1 occurrences)\n",
            "rzsxhxxtsr -> ['45877'] (1 occurrences)\n",
            "s0tudif00 -> ['45930'] (1 occurrences)\n",
            "s10q5yyxfv -> ['48465'] (1 occurrences)\n",
            "s2gpdbpypw -> ['47941'] (1 occurrences)\n",
            "s32hmgcyer -> ['48532'] (1 occurrences)\n",
            "s32nzxl76t -> ['47777'] (1 occurrences)\n",
            "s3buaviajb -> ['47453'] (1 occurrences)\n",
            "s3jw72jig2 -> ['46255'] (1 occurrences)\n",
            "s5omokredq -> ['45436'] (1 occurrences)\n",
            "s5qozbwfaf -> ['48441'] (1 occurrences)\n",
            "s6ouhexsjr -> ['45811'] (1 occurrences)\n",
            "s7xm1kwbe -> ['47048'] (1 occurrences)\n",
            "s8uxsx6l4i -> ['45413'] (1 occurrences)\n",
            "sa -> ['45243', '45768', '45912', '46155', '46576', '46798', '47080', '48062'] (8 occurrences)\n",
            "saar -> ['46060'] (1 occurrences)\n",
            "saarc -> ['46844'] (1 occurrences)\n",
            "sab -> ['47952'] (1 occurrences)\n",
            "sabha -> ['45273'] (1 occurrences)\n",
            "sac -> ['45233'] (1 occurrences)\n",
            "sachet -> ['47739'] (1 occurrences)\n",
            "sachleben -> ['47893'] (1 occurrences)\n",
            "sack -> ['47960'] (1 occurrences)\n",
            "sacrific -> ['45971', '47432'] (2 occurrences)\n",
            "sad -> ['45641', '45975', '46443', '46448', '46543', '46784', '47105', '47563', '47905', '47922', '47984', '48690'] (12 occurrences)\n",
            "sadden -> ['45469'] (1 occurrences)\n",
            "saddest -> ['45827'] (1 occurrences)\n",
            "sadhgurujv -> ['46060'] (1 occurrences)\n",
            "sadli -> ['45559', '45577', '45618', '48272'] (4 occurrences)\n",
            "safe -> ['45041', '45070', '45080', '45104', '45124', '45130', '45145', '45146', '45156', '45166', '45219', '45251', '45269', '45322', '45323', '45331', '45361', '45381', '45394', '45478', '45487', '45681', '45694', '45758', '45776', '45789', '45830', '45848', '45865', '45918', '46082', '46144', '46286', '46307', '46312', '46331', '46336', '46390', '46444', '46456', '46476', '46586', '46636', '46683', '46734', '46817', '46835', '46977', '47073', '47115', '47148', '47164', '47292', '47377', '47507', '47514', '47563', '47617', '47706', '47751', '47859', '47864', '47879', '47912', '47918', '47937', '48042', '48045', '48070', '48096', '48099', '48162', '48166', '48244', '48297', '48301', '48303', '48324', '48325', '48389', '48487', '48549', '48576', '48628', '48699', '48708'] (86 occurrences)\n",
            "safer -> ['44993', '45073', '45527', '46578'] (4 occurrences)\n",
            "saferestaur -> ['47748'] (1 occurrences)\n",
            "safest -> ['45841', '47160', '47730'] (3 occurrences)\n",
            "safeti -> ['44967', '44969', '44982', '45454', '45685', '45718', '45991', '45997', '46102', '46481', '46534', '46587', '46649', '46740', '46986', '47023', '47044', '47109', '47215', '47299', '47306', '47376', '47455', '47467', '47540', '47686', '47830', '48159', '48612', '48677', '48714', '48725', '48750'] (33 occurrences)\n",
            "safewai -> ['45937', '47126', '47586', '48395'] (4 occurrences)\n",
            "saftei -> ['47141'] (1 occurrences)\n",
            "saga -> ['45187'] (1 occurrences)\n",
            "sagunto -> ['47448'] (1 occurrences)\n",
            "sai -> ['44982', '45027', '45086', '45099', '45105', '45118', '45148', '45155', '45238', '45246', '45276', '45284', '45311', '45313', '45317', '45322', '45356', '45412', '45444', '45451', '45525', '45531', '45594', '45613', '45682', '45691', '45694', '45752', '45765', '45786', '45810', '45812', '45813', '45848', '45907', '45996', '46058', '46097', '46104', '46117', '46163', '46180', '46201', '46267', '46300', '46433', '46442', '46456', '46457', '46547', '46571', '46576', '46723', '46745', '46812', '46814', '46852', '46861', '46879', '46895', '46942', '46978', '46988', '47084', '47107', '47182', '47248', '47300', '47307', '47369', '47418', '47505', '47531', '47536', '47574', '47601', '47643', '47677', '47708', '47781', '47796', '47857', '47948', '47951', '47956', '48079', '48093', '48100', '48143', '48171', '48181', '48184', '48188', '48214', '48265', '48290', '48310', '48342', '48361', '48368', '48383', '48394', '48405', '48533', '48542', '48543', '48554', '48612', '48613', '48623', '48627', '48669', '48681', '48717', '48737'] (115 occurrences)\n",
            "sainsburi -> ['45090', '45215', '45435', '45555', '45609', '46042', '46605', '47059', '47342', '47395', '47472', '47725', '47790', '47920', '48077', '48082', '48111', '48193', '48194', '48195', '48490', '48494', '48563', '48713'] (24 occurrences)\n",
            "sake -> ['46659', '47403', '48661'] (3 occurrences)\n",
            "sakura -> ['47083'] (1 occurrences)\n",
            "salad -> ['46153'] (1 occurrences)\n",
            "salamat -> ['48062'] (1 occurrences)\n",
            "salari -> ['44989', '46130', '46292', '48129'] (4 occurrences)\n",
            "sale -> ['45030', '45161', '45207', '45225', '45268', '45300', '45391', '45423', '45458', '45570', '45661', '45801', '45804', '45844', '45929', '46171', '46741', '46807', '46886', '46986', '47043', '47107', '47250', '47265', '47436', '47454', '47474', '47489', '47589', '47718', '47763', '47817', '47917', '47934', '47973', '48054', '48158', '48225', '48254', '48298', '48368', '48419', '48610', '48656'] (44 occurrences)\n",
            "salmon -> ['48066'] (1 occurrences)\n",
            "salsa -> ['47192'] (1 occurrences)\n",
            "salt -> ['45362', '47526', '48676'] (3 occurrences)\n",
            "salvag -> ['45992'] (1 occurrences)\n",
            "salvat -> ['46696', '47565'] (2 occurrences)\n",
            "sam -> ['46537', '47531', '47612', '47951', '48152'] (5 occurrences)\n",
            "samanthabahna -> ['46128'] (1 occurrences)\n",
            "samparkersen -> ['47969'] (1 occurrences)\n",
            "sampl -> ['44980', '45031', '46536'] (3 occurrences)\n",
            "samplesal -> ['45225'] (1 occurrences)\n",
            "samsclub -> ['47999'] (1 occurrences)\n",
            "san -> ['45902', '46241', '47271', '47616', '48259', '48387'] (6 occurrences)\n",
            "sanction -> ['46396', '46803', '47210', '47820', '48106'] (5 occurrences)\n",
            "sand -> ['46693'] (1 occurrences)\n",
            "sander -> ['45191'] (1 occurrences)\n",
            "sandi -> ['46501'] (1 occurrences)\n",
            "sandiego -> ['47271'] (1 occurrences)\n",
            "sandwich -> ['47814', '48104'] (2 occurrences)\n",
            "sane -> ['47348'] (1 occurrences)\n",
            "sanfrancisco -> ['45178'] (1 occurrences)\n",
            "sanfranciscoand -> ['48643'] (1 occurrences)\n",
            "sang -> ['48252'] (1 occurrences)\n",
            "sani -> ['48616'] (1 occurrences)\n",
            "sanit -> ['44954', '44959', '44961', '44966', '44976', '44984', '45004', '45035', '45040', '45048', '45063', '45070', '45088', '45094', '45100', '45177', '45180', '45184', '45188', '45195', '45243', '45246', '45267', '45271', '45284', '45377', '45394', '45458', '45525', '45555', '45575', '45579', '45593', '45598', '45625', '45636', '45743', '45772', '45781', '45794', '45806', '45807', '45865', '45866', '45915', '45984', '45987', '45997', '46020', '46041', '46103', '46119', '46134', '46169', '46248', '46294', '46296', '46311', '46342', '46438', '46441', '46490', '46521', '46538', '46539', '46548', '46583', '46686', '46691', '46703', '46726', '46736', '46783', '46786', '46842', '46990', '46996', '47011', '47015', '47087', '47101', '47109', '47167', '47169', '47189', '47256', '47288', '47308', '47309', '47321', '47324', '47340', '47354', '47377', '47380', '47391', '47393', '47401', '47434', '47444', '47466', '47520', '47536', '47540', '47574', '47688', '47704', '47719', '47733', '47738', '47817', '47832', '47886', '47894', '48000', '48057', '48169', '48176', '48186', '48191', '48233', '48295', '48311', '48357', '48544', '48574', '48638', '48688', '48738'] (129 occurrences)\n",
            "sanitari -> ['45918', '46729', '47797'] (3 occurrences)\n",
            "sanitis -> ['45045', '45120', '45411', '45534', '45586', '45623', '45650', '45924', '46266', '46585', '46851', '46968', '47848', '47850', '48445', '48458', '48467', '48469'] (18 occurrences)\n",
            "sant -> ['46729'] (1 occurrences)\n",
            "santa -> ['46057', '47404'] (2 occurrences)\n",
            "santis -> ['48458'] (1 occurrences)\n",
            "saq -> ['46594'] (1 occurrences)\n",
            "sar -> ['44991', '46624', '47953'] (3 occurrences)\n",
            "sara -> ['47784'] (1 occurrences)\n",
            "saracarterdc -> ['48074'] (1 occurrences)\n",
            "sarah -> ['48540'] (1 occurrences)\n",
            "sarahkarlin -> ['47358'] (1 occurrences)\n",
            "sardin -> ['46762', '47793'] (2 occurrences)\n",
            "sariellaherself -> ['48019'] (1 occurrences)\n",
            "sarscov19 -> ['48577'] (1 occurrences)\n",
            "sarscov2 -> ['45696', '47523', '47524', '47525', '47581', '48312'] (6 occurrences)\n",
            "sassycsai -> ['48455'] (1 occurrences)\n",
            "sat -> ['46283', '47759'] (2 occurrences)\n",
            "satan -> ['46286'] (1 occurrences)\n",
            "satisfactorili -> ['47785'] (1 occurrences)\n",
            "satisfi -> ['45732', '48447'] (2 occurrences)\n",
            "satudai -> ['46751'] (1 occurrences)\n",
            "saturdai -> ['45050', '46536', '46770', '47257', '47397', '47411', '47540', '47554', '47560', '47571', '47606', '47719', '48225', '48272', '48441'] (15 occurrences)\n",
            "saturdaymorn -> ['47513'] (1 occurrences)\n",
            "saturdaythought -> ['47326', '47405', '47419', '47479'] (4 occurrences)\n",
            "saturedai -> ['47206'] (1 occurrences)\n",
            "saturn -> ['48409'] (1 occurrences)\n",
            "sauc -> ['45330', '45598', '45881', '46127', '46129', '46642', '46923', '47157'] (8 occurrences)\n",
            "saucisson -> ['48240'] (1 occurrences)\n",
            "saudi -> ['45000', '45328', '45521', '45900', '45979', '46803', '48451'] (7 occurrences)\n",
            "saudiarabia -> ['48397'] (1 occurrences)\n",
            "sausag -> ['48444'] (1 occurrences)\n",
            "savag -> ['47427'] (1 occurrences)\n",
            "savagen -> ['46410'] (1 occurrences)\n",
            "save -> ['44976', '45067', '45090', '45248', '45367', '45629', '45835', '45918', '45971', '46070', '46350', '46449', '46450', '46639', '46681', '46804', '46958', '46961', '47284', '47565', '47594', '47693', '47929', '47990', '48218', '48219', '48393', '48521', '48664', '48741'] (30 occurrences)\n",
            "savemart -> ['46075'] (1 occurrences)\n",
            "savinh -> ['46248'] (1 occurrences)\n",
            "savvi -> ['47133', '48130'] (2 occurrences)\n",
            "saw -> ['45001', '45105', '45169', '45215', '45336', '45534', '45898', '45970', '46036', '46069', '46114', '46133', '46239', '46392', '46625', '46653', '46670', '46676', '46740', '46741', '46787', '46960', '46987', '47138', '47154', '47192', '47204', '47293', '47452', '47486', '47535', '47630', '47701', '47818', '48007', '48410', '48441', '48538', '48690'] (39 occurrences)\n",
            "sayentrepreneur -> ['44963'] (1 occurrences)\n",
            "sayin -> ['44990', '45580', '48267'] (3 occurrences)\n",
            "sb8nxcxeh2 -> ['46123'] (1 occurrences)\n",
            "sbixxiktqp -> ['48687'] (1 occurrences)\n",
            "sbx3xtll6i -> ['45855'] (1 occurrences)\n",
            "sc -> ['46937'] (1 occurrences)\n",
            "scale -> ['45300', '45899', '47290', '48168'] (4 occurrences)\n",
            "scalper -> ['48191'] (1 occurrences)\n",
            "scam -> ['45023', '45041', '45095', '45182', '45253', '45578', '46313', '46381', '46837', '47379', '47825', '47985', '48581', '48704'] (14 occurrences)\n",
            "scammer -> ['44996', '46271', '46938', '48371'] (4 occurrences)\n",
            "scan -> ['46291', '46891', '47015', '47322', '48426'] (5 occurrences)\n",
            "scandal -> ['46442', '46917', '47646'] (3 occurrences)\n",
            "scanner -> ['48355'] (1 occurrences)\n",
            "scarc -> ['46020', '47437', '48152'] (3 occurrences)\n",
            "scarciti -> ['45179', '45278', '45481', '46623'] (4 occurrences)\n",
            "scare -> ['44985', '45079', '45159', '45276', '45302', '45317', '45496', '45613', '45615', '45765', '45920', '45939', '45952', '46035', '46190', '46193', '46209', '46279', '46308', '46402', '46517', '46530', '46724', '47040', '47058', '47095', '47167', '47214', '47257', '47297', '47425', '47510', '47515', '47544', '47619', '47620', '47686', '47871', '47906', '47907', '48357', '48455'] (42 occurrences)\n",
            "scari -> ['45169', '45251', '45518', '45843', '45995', '46053', '46279', '46628', '46972', '47562', '48427'] (11 occurrences)\n",
            "scaveng -> ['47240'] (1 occurrences)\n",
            "scenario -> ['45350', '46047', '46210', '46705', '47221'] (5 occurrences)\n",
            "scene -> ['45255', '45287', '45671', '46411', '46435', '46456', '46486', '46565', '46638', '46765', '46972', '47014', '47509', '47541', '47612', '47613', '47614', '47615'] (18 occurrences)\n",
            "scguimjr7a -> ['48299'] (1 occurrences)\n",
            "sch -> ['45007'] (1 occurrences)\n",
            "schedul -> ['45357', '46513', '47150', '47460'] (4 occurrences)\n",
            "scheme -> ['48385'] (1 occurrences)\n",
            "schizoid -> ['45828'] (1 occurrences)\n",
            "school -> ['45039', '45062', '45075', '45077', '45078', '45160', '45301', '45303', '45323', '45380', '45438', '45473', '45489', '45505', '45511', '45619', '45646', '45647', '45680', '45701', '45757', '45763', '45775', '45823', '45831', '45846', '45858', '45892', '45895', '45930', '45935', '45939', '45949', '46013', '46044', '46045', '46053', '46160', '46189', '46197', '46244', '46387', '46493', '46510', '46610', '46612', '46638', '46669', '46723', '46751', '46764', '46780', '46796', '46800', '46827', '46835', '46845', '46876', '46909', '46915', '46946', '47016', '47022', '47028', '47029', '47164', '47319', '47347', '47377', '47544', '47558', '47561', '47594', '47603', '47662', '47738', '47797', '47900', '47979', '47984', '48012', '48022', '48024', '48028', '48110', '48118', '48161', '48275', '48286', '48416', '48452', '48498', '48637', '48734'] (94 occurrences)\n",
            "schoolclos -> ['45860'] (1 occurrences)\n",
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            "schweiz -> ['46858', '48312'] (2 occurrences)\n",
            "scienc -> ['45029', '46507', '47964'] (3 occurrences)\n",
            "scientif -> ['45230', '46338', '47595'] (3 occurrences)\n",
            "scientist -> ['46507', '46815', '47386', '47781', '47976', '48060'] (6 occurrences)\n",
            "scifi -> ['46152'] (1 occurrences)\n",
            "scof -> ['47647'] (1 occurrences)\n",
            "scoop -> ['46874'] (1 occurrences)\n",
            "scoopit -> ['45437'] (1 occurrences)\n",
            "scooter -> ['45297'] (1 occurrences)\n",
            "scope -> ['45030'] (1 occurrences)\n",
            "score -> ['46221'] (1 occurrences)\n",
            "scotch -> ['48197'] (1 occurrences)\n",
            "scott -> ['47107', '47703', '47783'] (3 occurrences)\n",
            "scottmorrisonmp -> ['45003', '48213', '48228'] (3 occurrences)\n",
            "scourg -> ['46169'] (1 occurrences)\n",
            "scout -> ['46187'] (1 occurrences)\n",
            "scrambl -> ['45093', '46476', '46579', '47063', '48530'] (5 occurrences)\n",
            "scrap -> ['46771'] (1 occurrences)\n",
            "scream -> ['45695', '46168', '46232', '47534'] (4 occurrences)\n",
            "screen -> ['45177', '45546', '45635', '45794', '45801', '46186', '46783', '47242', '47364', '47714', '48680', '48747'] (12 occurrences)\n",
            "screw -> ['45739', '45910', '46430', '46705', '47095', '47179', '47721', '48340'] (8 occurrences)\n",
            "script -> ['45927'] (1 occurrences)\n",
            "scroll -> ['48317'] (1 occurrences)\n",
            "scum -> ['48054'] (1 occurrences)\n",
            "scumbag -> ['46322'] (1 occurrences)\n",
            "scurri -> ['47625'] (1 occurrences)\n",
            "scurtsi -> ['46982'] (1 occurrences)\n",
            "scviddnhtx -> ['48698'] (1 occurrences)\n",
            "sczryvvsih -> ['44957'] (1 occurrences)\n",
            "sd -> ['46837'] (1 occurrences)\n",
            "sd3qb0xi1i -> ['45172'] (1 occurrences)\n",
            "sdcc -> ['45827'] (1 occurrences)\n",
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            "sdtm2pwa7j -> ['47689'] (1 occurrences)\n",
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            "sea -> ['46962'] (1 occurrences)\n",
            "seafood -> ['46962'] (1 occurrences)\n",
            "seagul -> ['45448'] (1 occurrences)\n",
            "seamlessli -> ['48674'] (1 occurrences)\n",
            "sean -> ['47464'] (1 occurrences)\n",
            "search -> ['45161', '45806', '45848', '47397', '47464'] (5 occurrences)\n",
            "season -> ['45132', '45225', '45277', '45676', '45706', '45901', '45911', '46006', '47076', '47229', '47273', '47540', '48160', '48301', '48607'] (15 occurrences)\n",
            "seat -> ['44968', '45532', '47091', '48423'] (4 occurrences)\n",
            "seattl -> ['45850', '47322', '48076', '48120', '48370'] (5 occurrences)\n",
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            "sebdanc -> ['45168'] (1 occurrences)\n",
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            "second -> ['45045', '45087', '45651', '45899', '47120', '47150', '47184', '47490'] (8 occurrences)\n",
            "secpompeo -> ['45756'] (1 occurrences)\n",
            "secret -> ['47175', '47684', '48157'] (3 occurrences)\n",
            "secretari -> ['45172'] (1 occurrences)\n",
            "secretli -> ['46114', '47712'] (2 occurrences)\n",
            "section -> ['45457', '45646', '45792', '46026', '46038', '46161', '46354', '46446', '46470', '46471', '46479', '46480', '46690', '46874', '46890', '46912', '47416', '48163', '48333'] (19 occurrences)\n",
            "sector -> ['45164', '45979', '46201', '46249', '46622', '48116', '48447', '48639'] (8 occurrences)\n",
            "secur -> ['45088', '45131', '45209', '45258', '45264', '45389', '45690', '45919', '45955', '46006', '46031', '46266', '46424', '46450', '46574', '46611', '46620', '46755', '47062', '47064', '47291', '47584', '47586', '47642', '47702', '47830', '48060', '48453', '48694'] (29 occurrences)\n",
            "sedat -> ['45355'] (1 occurrences)\n",
            "see -> ['45009', '45050', '45076', '45077', '45078', '45098', '45171', '45175', '45251', '45274', '45307', '45308', '45312', '45321', '45341', '45418', '45436', '45442', '45443', '45444', '45463', '45469', '45471', '45479', '45497', '45499', '45519', '45588', '45589', '45621', '45643', '45660', '45691', '45738', '45742', '45778', '45791', '45832', '45849', '45908', '45927', '45960', '45968', '45988', '46005', '46033', '46074', '46076', '46090', '46168', '46202', '46215', '46229', '46256', '46269', '46336', '46362', '46386', '46391', '46410', '46443', '46486', '46495', '46511', '46543', '46556', '46571', '46572', '46625', '46676', '46695', '46712', '46715', '46730', '46742', '46756', '46765', '46820', '46847', '46856', '46956', '46971', '46974', '46990', '47008', '47016', '47024', '47038', '47046', '47095', '47167', '47198', '47204', '47208', '47212', '47268', '47290', '47315', '47327', '47389', '47414', '47415', '47422', '47474', '47490', '47496', '47503', '47550', '47589', '47655', '47669', '47676', '47687', '47697', '47722', '47730', '47733', '47736', '47759', '47814', '47843', '47851', '47859', '47862', '47892', '47908', '47923', '48047', '48102', '48116', '48159', '48168', '48196', '48213', '48217', '48322', '48329', '48343', '48394', '48465', '48523', '48524', '48549', '48596', '48626', '48690', '48740'] (147 occurrences)\n",
            "seed -> ['48426'] (1 occurrences)\n",
            "seein -> ['47497'] (1 occurrences)\n",
            "seek -> ['45824', '46006', '46654', '47237'] (4 occurrences)\n",
            "seemingli -> ['46157', '46256', '48663'] (3 occurrences)\n",
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            "sef -> ['47559'] (1 occurrences)\n",
            "seguid -> ['47336'] (1 occurrences)\n",
            "seguir -> ['47336'] (1 occurrences)\n",
            "seig -> ['47533'] (1 occurrences)\n",
            "select -> ['45459', '46426', '47202', '47230', '47489'] (5 occurrences)\n",
            "selenium -> ['47555', '47930'] (2 occurrences)\n",
            "self -> ['44991', '45006', '45007', '45018', '45081', '45086', '45096', '45287', '45333', '45367', '45480', '45499', '45511', '45547', '45665', '45722', '45753', '45804', '45883', '45917', '46108', '46167', '46266', '46320', '46351', '46394', '46403', '46419', '46420', '46421', '46606', '46905', '47001', '47010', '47031', '47145', '47153', '47158', '47172', '47177', '47183', '47212', '47227', '47302', '47303', '47322', '47386', '47530', '47550', '47565', '47655', '47658', '47736', '47767', '47916', '47957', '48001', '48023', '48057', '48093', '48115', '48275', '48398', '48428', '48571', '48601', '48617', '48630'] (68 occurrences)\n",
            "selfcar -> ['45515'] (1 occurrences)\n",
            "selfemploi -> ['48630'] (1 occurrences)\n",
            "selfish -> ['45242', '45395', '45959', '46043', '46048', '46374', '46694', '46955', '46957', '47183', '47205', '47398', '47439', '47470', '47509', '47604', '47848', '47950', '47959', '47962', '48037', '48114', '48151', '48253', '48314', '48321', '48409', '48571', '48600'] (29 occurrences)\n",
            "selfishasshol -> ['45412'] (1 occurrences)\n",
            "selfishli -> ['46549', '48341'] (2 occurrences)\n",
            "selfisol -> ['45419', '46226', '46334', '46335', '46510', '46582', '46706', '46839', '46862', '46879', '47031', '47303', '47360', '47419', '47767', '47891', '48411'] (17 occurrences)\n",
            "selflessli -> ['48545'] (1 occurrences)\n",
            "selfquarantin -> ['47031', '47515'] (2 occurrences)\n",
            "sell -> ['44961', '44964', '44976', '45036', '45037', '45100', '45131', '45233', '45242', '45248', '45261', '45306', '45307', '45411', '45636', '45666', '45698', '45726', '45746', '45801', '45812', '45853', '45928', '45992', '46032', '46051', '46096', '46265', '46404', '46454', '46532', '46539', '46599', '46650', '46799', '47007', '47091', '47108', '47178', '47285', '47388', '47412', '47451', '47484', '47523', '47524', '47525', '47527', '47588', '47638', '47676', '47842', '47851', '47977', '48098', '48191', '48243', '48256', '48262', '48293', '48295', '48316', '48349', '48355', '48626', '48642', '48651', '48688', '48718'] (69 occurrences)\n",
            "seller -> ['44976', '45111', '45183', '45358', '45442', '45593', '46768', '46917', '47393', '47640', '47646', '48698'] (12 occurrences)\n",
            "selloff -> ['45631'] (1 occurrences)\n",
            "selv -> ['46073'] (1 occurrences)\n",
            "semblanc -> ['46928'] (1 occurrences)\n",
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            "senat -> ['45955', '46430', '47291'] (3 occurrences)\n",
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            "senatemajldr -> ['45587'] (1 occurrences)\n",
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            "send -> ['45962', '46595', '46857'] (3 occurrences)\n",
            "senior -> ['44993', '45059', '46841', '47365', '48000', '48275', '48495', '48514', '48515', '48621', '48699', '48715'] (12 occurrences)\n",
            "sens -> ['45036', '45037', '45136', '45358', '45500', '45579', '45851', '46050', '46128', '46506', '46637', '46921', '46997', '47317', '47381', '47452', '47671', '48055', '48175', '48565', '48705'] (21 occurrences)\n",
            "sensex -> ['46677', '46889'] (2 occurrences)\n",
            "sensibl -> ['45042', '46012', '46095', '46983', '47384', '47437', '47506', '48223', '48348'] (9 occurrences)\n",
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            "seri -> ['45911', '46840'] (2 occurrences)\n",
            "seria -> ['45060'] (1 occurrences)\n",
            "serious -> ['45031', '45254', '45453', '45557', '45587', '45672', '45874', '45891', '45945', '45946', '46009', '46096', '46098', '46139', '46157', '46178', '46227', '46286', '46454', '46692', '46755', '46959', '46989', '47061', '47497', '47599', '48144', '48336', '48603', '48680'] (30 occurrences)\n",
            "serv -> ['45163', '45450', '45565', '45722', '45890', '46152', '46403', '46609', '46802', '47400', '47681', '47705', '48263', '48367', '48395', '48412', '48584', '48608', '48694'] (19 occurrences)\n",
            "server -> ['45123'] (1 occurrences)\n",
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            "servicecanada -> ['48540'] (1 occurrences)\n",
            "servicedock -> ['45115'] (1 occurrences)\n",
            "session -> ['45203', '46343', '46711', '48067'] (4 occurrences)\n",
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            "settl -> ['45261', '45975', '46428', '46960', '47755', '48037'] (6 occurrences)\n",
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            "sever -> ['45274', '45369', '45394', '45410', '46473', '48032'] (6 occurrences)\n",
            "severa -> ['48455'] (1 occurrences)\n",
            "sex -> ['45713'] (1 occurrences)\n",
            "sf -> ['46171', '47504', '48384'] (3 occurrences)\n",
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            "sfu -> ['46737', '47555', '47930'] (3 occurrences)\n",
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            "sgr -> ['45276'] (1 occurrences)\n",
            "sh -> ['47423', '47500', '47608'] (3 occurrences)\n",
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            "shaft -> ['46533'] (1 occurrences)\n",
            "shake -> ['45198', '45938', '46061', '47208', '47688'] (5 occurrences)\n",
            "sham -> ['48145'] (1 occurrences)\n",
            "shame -> ['44992', '45192', '45361', '45958', '46064', '46228', '46287', '46296', '46512', '46632', '46746', '46760', '47211', '48221', '48268', '48642', '48673'] (17 occurrences)\n",
            "shameony -> ['45874'] (1 occurrences)\n",
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            "shape -> ['45127', '45991'] (2 occurrences)\n",
            "share -> ['44972', '45084', '45089', '45093', '45160', '45192', '45198', '45272', '45366', '45497', '45517', '45602', '45684', '45722', '45774', '45835', '45872', '45906', '46046', '46067', '46183', '46213', '46222', '46226', '46244', '46339', '46747', '46826', '46850', '46859', '46877', '47003', '47115', '47306', '47533', '47626', '47627', '47833', '47859', '47985', '48025', '48175', '48344', '48421', '48546', '48575', '48598', '48643', '48718', '48739'] (50 occurrences)\n",
            "sharehold -> ['45140'] (1 occurrences)\n",
            "sharemarket -> ['46213'] (1 occurrences)\n",
            "sharp -> ['45449', '45579', '46761', '46847', '47853'] (5 occurrences)\n",
            "sharpli -> ['45429', '45597', '45631', '46742'] (4 occurrences)\n",
            "shatter -> ['46158'] (1 occurrences)\n",
            "shauk -> ['47952'] (1 occurrences)\n",
            "shave -> ['47103'] (1 occurrences)\n",
            "she -> ['46782'] (1 occurrences)\n",
            "shea -> ['46161'] (1 occurrences)\n",
            "shed -> ['48352'] (1 occurrences)\n",
            "sheer -> ['47026'] (1 occurrences)\n",
            "sheet -> ['46239', '46349', '48064'] (3 occurrences)\n",
            "sheffield -> ['47423'] (1 occurrences)\n",
            "shelf -> ['45432', '45519', '45545', '45710', '45733', '45749', '45892', '46614', '46627', '46741', '46808', '46907', '47117', '47553', '47675', '48100', '48107', '48256', '48305', '48350', '48688'] (21 occurrences)\n",
            "shelter -> ['45148', '45174', '46303', '47171', '47233', '47241', '47306', '47638', '47899', '48144', '48432', '48723'] (12 occurrences)\n",
            "shelv -> ['44953', '44973', '45082', '45086', '45158', '45174', '45186', '45200', '45215', '45232', '45278', '45295', '45312', '45330', '45398', '45457', '45463', '45469', '45540', '45551', '45566', '45575', '45610', '45657', '45660', '45665', '45668', '45671', '45689', '45695', '45730', '45748', '45786', '45862', '45881', '45886', '45906', '45913', '45954', '45959', '45960', '45964', '45973', '45989', '46022', '46053', '46075', '46095', '46129', '46141', '46142', '46151', '46163', '46174', '46175', '46179', '46180', '46203', '46205', '46210', '46223', '46236', '46241', '46256', '46265', '46272', '46311', '46312', '46315', '46316', '46317', '46340', '46357', '46363', '46379', '46382', '46392', '46409', '46416', '46426', '46429', '46439', '46453', '46515', '46523', '46540', '46548', '46549', '46556', '46570', '46575', '46596', '46613', '46634', '46651', '46656', '46658', '46693', '46694', '46701', '46716', '46751', '46780', '46794', '46807', '46812', '46813', '46853', '46857', '46858', '46870', '46904', '46905', '46946', '46968', '47020', '47057', '47063', '47067', '47072', '47093', '47100', '47123', '47141', '47183', '47238', '47243', '47245', '47247', '47250', '47285', '47286', '47287', '47299', '47307', '47310', '47335', '47348', '47369', '47399', '47401', '47403', '47423', '47425', '47429', '47444', '47447', '47448', '47509', '47539', '47573', '47602', '47633', '47645', '47652', '47721', '47739', '47789', '47796', '47806', '47828', '47843', '47848', '47851', '47852', '47870', '47886', '47933', '47956', '47959', '47986', '47999', '48020', '48092', '48104', '48121', '48131', '48135', '48149', '48192', '48193', '48194', '48195', '48202', '48206', '48213', '48221', '48228', '48245', '48261', '48314', '48329', '48344', '48358', '48400', '48408', '48426', '48526', '48533', '48545', '48566', '48638', '48645', '48652', '48719', '48728', '48737'] (207 occurrences)\n",
            "shenzhen -> ['47606'] (1 occurrences)\n",
            "shepard -> ['47548'] (1 occurrences)\n",
            "sheriff -> ['47326'] (1 occurrences)\n",
            "sherman -> ['47004'] (1 occurrences)\n",
            "sherwai -> ['46527'] (1 occurrences)\n",
            "shethepeopl -> ['47591'] (1 occurrences)\n",
            "shgaxzn78j -> ['46994'] (1 occurrences)\n",
            "shield -> ['45336'] (1 occurrences)\n",
            "shift -> ['45125', '45161', '45218', '45329', '45511', '45572', '45619', '45818', '46001', '46140', '46192', '46197', '46357', '46461', '46502', '46558', '47001', '47319', '47349', '47622', '47854', '48634', '48657', '48739'] (24 occurrences)\n",
            "shiiit -> ['45655'] (1 occurrences)\n",
            "shikenan -> ['45554'] (1 occurrences)\n",
            "shill -> ['46230'] (1 occurrences)\n",
            "shin -> ['45475'] (1 occurrences)\n",
            "shine -> ['45839', '48190'] (2 occurrences)\n",
            "shinobi -> ['48148'] (1 occurrences)\n",
            "ship -> ['45221', '45335', '45433', '45661', '45811', '45880', '46418', '46538', '46847', '46887', '46995', '47131', '47454', '47540', '47796', '47948', '47954', '47973', '48069', '48149', '48384', '48413', '48414', '48628', '48664', '48670', '48687', '48750'] (28 occurrences)\n",
            "shipment -> ['45288', '45687', '46458', '48031', '48674'] (5 occurrences)\n",
            "shippingcontain -> ['45044'] (1 occurrences)\n",
            "shippingfromindia -> ['46887'] (1 occurrences)\n",
            "shipt -> ['48029', '48595'] (2 occurrences)\n",
            "shit -> ['45101', '45267', '45313', '45401', '45482', '45494', '45773', '45775', '45934', '45939', '45946', '45963', '46021', '46051', '46068', '46100', '46296', '46379', '46385', '46656', '46676', '46816', '47095', '47138', '47168', '47172', '47242', '47277', '47318', '47483', '47542', '47544', '47686', '47708', '47733', '47736', '47753', '47971', '48080'] (39 occurrences)\n",
            "shite -> ['45412', '46431', '47403'] (3 occurrences)\n",
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            "shitload -> ['45281'] (1 occurrences)\n",
            "shitter -> ['45485'] (1 occurrences)\n",
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            "shitti -> ['45731', '46464', '47330'] (3 occurrences)\n",
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            "shock -> ['47070', '47184', '47243', '47517', '47541', '47759'] (6 occurrences)\n",
            "shoe -> ['45600', '45736', '46099', '46759', '47484', '47492', '47729', '47832'] (8 occurrences)\n",
            "shook -> ['46906'] (1 occurrences)\n",
            "shoot -> ['45180', '46073', '47698'] (3 occurrences)\n",
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'48398', '48400', '48402', '48407', '48413', '48414', '48420', '48422', '48428', '48429', '48434', '48438', '48440', '48442', '48444', '48446', '48449', '48453', '48468', '48470', '48473', '48480', '48485', '48486', '48490', '48494', '48497', '48508', '48512', '48520', '48521', '48524', '48535', '48550', '48552', '48556', '48569', '48578', '48579', '48600', '48603', '48610', '48615', '48619', '48620', '48624', '48641', '48642', '48645', '48660', '48664', '48669', '48670', '48671', '48708', '48710', '48711', '48714', '48723', '48736'] (612 occurrences)\n",
            "shopdisnei -> ['48570'] (1 occurrences)\n",
            "shope -> ['47080', '48669'] (2 occurrences)\n",
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            "shoploc -> ['45782', '46427', '46622', '46993', '47382', '47410'] (6 occurrences)\n",
            "shopnow -> ['46352'] (1 occurrences)\n",
            "shoponlin -> ['46352'] (1 occurrences)\n",
            "shopper -> ['44953', '44956', '45141', '45190', '45213', '45265', '45423', '45761', '45976', '46127', '46312', '46433', '46453', '46760', '46945', '47141', '47187', '47266', '47390', '47560', '47568', '47663', '47682', '47704', '47854', '47870', '47897', '47986', '48021', '48138', '48246', '48264', '48280', '48296', '48332', '48361', '48431', '48491', '48494', '48515', '48543', '48547', '48613'] (43 occurrences)\n",
            "shoppersdrugmart -> ['46422', '46988'] (2 occurrences)\n",
            "shoppingismycardio -> ['48084'] (1 occurrences)\n",
            "shopprsdrugmart -> ['45399', '46306', '46322', '46988'] (4 occurrences)\n",
            "shoprit -> ['46949', '47140', '48519'] (3 occurrences)\n",
            "shopritestor -> ['46364', '47968'] (2 occurrences)\n",
            "shopsmal -> ['45565', '47382'] (2 occurrences)\n",
            "shopsmallbusi -> ['48071'] (1 occurrences)\n",
            "shopsmarternothard -> ['47869'] (1 occurrences)\n",
            "shoptilyoucough -> ['46519'] (1 occurrences)\n",
            "shopwithyourheart -> ['47432'] (1 occurrences)\n",
            "shore -> ['45713'] (1 occurrences)\n",
            "shoreditch -> ['48011'] (1 occurrences)\n",
            "short -> ['45120', '45440', '45764', '45832', '45993', '46035', '46203', '46553', '46687', '46918', '48061', '48446', '48494'] (13 occurrences)\n",
            "shortag -> ['44988', '45009', '45026', '45069', '45086', '45379', '45392', '45555', '45746', '45747', '45859', '45935', '45974', '46006', '46035', '46088', '46089', '46108', '46169', '46199', '46205', '46234', '46260', '46357', '46369', '46379', '46495', '46637', '46650', '46674', '46810', '46939', '47157', '47221', '47246', '47252', '47276', '47361', '47480', '47483', '47527', '47604', '47636', '47768', '47841', '47953', '47973', '48030', '48032', '48058', '48106', '48161', '48233', '48267', '48377', '48381', '48483', '48533', '48543', '48635', '48683', '48698'] (62 occurrences)\n",
            "shortcut -> ['47975'] (1 occurrences)\n",
            "shorten -> ['48050'] (1 occurrences)\n",
            "shorter -> ['46802'] (1 occurrences)\n",
            "shortest -> ['47043'] (1 occurrences)\n",
            "shortfal -> ['46123'] (1 occurrences)\n",
            "shortli -> ['45345', '45488'] (2 occurrences)\n",
            "shot -> ['45212', '45601', '45841', '46007', '46186', '46305', '47115', '47921'] (8 occurrences)\n",
            "shoul -> ['48042'] (1 occurrences)\n",
            "shoulda -> ['45767'] (1 occurrences)\n",
            "shoulder -> ['48022'] (1 occurrences)\n",
            "shouldn -> ['44993', '45132', '45220', '45740', '45862', '46363', '46462', '46533', '46585', '46610', '46758', '46841', '46969', '47354', '47816', '47896', '47971', '48048'] (18 occurrences)\n",
            "shout -> ['45755', '45931', '46372', '46520', '46919', '47840', '48128'] (7 occurrences)\n",
            "shoutout -> ['47292', '47561', '47609', '47682', '48257'] (5 occurrences)\n",
            "shove -> ['46603', '46912', '47510'] (3 occurrences)\n",
            "show -> ['44966', '44972', '44997', '45263', '45279', '45463', '45499', '45603', '45629', '45780', '45987', '46036', '46090', '46099', '46123', '46136', '46217', '46258', '46374', '46478', '46543', '46858', '46864', '46915', '47284', '47395', '47407', '47426', '47471', '47536', '47537', '47675', '47769', '47821', '48007', '48150', '48152', '48221', '48439', '48478', '48506', '48603', '48677'] (43 occurrences)\n",
            "shower -> ['46465'] (1 occurrences)\n",
            "shown -> ['45361', '45959'] (2 occurrences)\n",
            "shpj5fw86g -> ['47333'] (1 occurrences)\n",
            "shred -> ['47383'] (1 occurrences)\n",
            "shrivel -> ['47295'] (1 occurrences)\n",
            "shrug -> ['45405'] (1 occurrences)\n",
            "shun -> ['46156'] (1 occurrences)\n",
            "shut -> ['45138', '45169', '45214', '45281', '45345', '45374', '45473', '45619', '45667', '45763', '45831', '45939', '46013', '46018', '46149', '46170', '46487', '46609', '46752', '46872', '47202', '47203', '47290', '47424', '47522', '47537', '47570', '47654', '47662', '47673', '47675', '47874', '47894', '47949', '47984', '48012', '48111', '48118', '48161', '48275', '48309', '48418', '48448', '48466', '48526', '48533', '48564', '48623'] (48 occurrences)\n",
            "shutdown -> ['45319', '45374', '45502', '45770', '45932', '46517', '46528', '46809', '47499', '47900', '48028', '48031', '48059', '48473', '48568', '48643', '48691'] (17 occurrences)\n",
            "shutdownnyc -> ['48099'] (1 occurrences)\n",
            "shutter -> ['45111', '47699', '48493'] (3 occurrences)\n",
            "si -> ['45912'] (1 occurrences)\n",
            "si0nkfazh4 -> ['46905'] (1 occurrences)\n",
            "si6bfjmww2 -> ['46112'] (1 occurrences)\n",
            "sic -> ['46694'] (1 occurrences)\n",
            "sick -> ['44961', '44983', '45028', '45041', '45063', '45065', '45142', '45195', '45216', '45217', '45237', '45313', '45346', '45375', '45512', '45520', '45547', '45556', '45576', '45629', '45708', '45719', '45763', '45783', '45861', '45919', '45929', '45955', '45957', '46031', '46150', '46192', '46209', '46268', '46414', '46424', '46462', '46489', '46498', '46574', '46606', '46620', '46638', '46669', '46693', '46709', '46845', '46894', '46898', '46909', '46963', '47000', '47062', '47064', '47069', '47216', '47285', '47291', '47506', '47531', '47584', '47656', '47697', '47748', '47799', '47814', '47820', '47825', '47867', '47937', '47955', '48048', '48052', '48053', '48079', '48085', '48118', '48129', '48174', '48199', '48220', '48245', '48251', '48277', '48342', '48354', '48372', '48526', '48545', '48571', '48634', '48694', '48697'] (93 occurrences)\n",
            "sicken -> ['46285'] (1 occurrences)\n",
            "sickworkersstayhom -> ['47306'] (1 occurrences)\n",
            "sid -> ['45659'] (1 occurrences)\n",
            "side -> ['45164', '45196', '45712', '45780', '45816', '46633', '46834', '46983', '47073', '47184', '47205', '47540', '47624', '48002', '48163', '48188', '48358', '48544', '48614', '48639'] (20 occurrences)\n",
            "sidhakuro -> ['45743'] (1 occurrences)\n",
            "siempr -> ['47336'] (1 occurrences)\n",
            "siez -> ['48054'] (1 occurrences)\n",
            "sigh -> ['45730'] (1 occurrences)\n",
            "sight -> ['44962', '48075', '48446', '48533'] (4 occurrences)\n",
            "sign -> ['45279', '45445', '45606', '45794', '45980', '46313', '46324', '46858', '47009', '47158', '47325', '47936', '47953', '48006', '48145', '48505', '48517', '48563', '48646', '48655', '48671'] (21 occurrences)\n",
            "signag -> ['48282'] (1 occurrences)\n",
            "signal -> ['45024'] (1 occurrences)\n",
            "signific -> ['45025', '45685', '46495', '46980'] (4 occurrences)\n",
            "significantli -> ['45272', '48364'] (2 occurrences)\n",
            "sijaambiwa -> ['47063'] (1 occurrences)\n",
            "silli -> ['45255', '48251'] (2 occurrences)\n",
            "silver -> ['44986', '45055', '45068', '45266', '45932', '46208', '48199'] (7 occurrences)\n",
            "silverado1954 -> ['47660'] (1 occurrences)\n",
            "silverlin -> ['46122'] (1 occurrences)\n",
            "silverwar -> ['45823'] (1 occurrences)\n",
            "similar -> ['45485', '45747', '46294', '46335', '47994', '48106', '48575'] (7 occurrences)\n",
            "simpl -> ['45451', '45987', '46902', '47502', '47542', '48378'] (6 occurrences)\n",
            "simpler -> ['46597'] (1 occurrences)\n",
            "simplest -> ['45853'] (1 occurrences)\n",
            "simplestep -> ['47167'] (1 occurrences)\n",
            "simpli -> ['45461', '47595', '48525'] (3 occurrences)\n",
            "simultan -> ['47594', '47747', '47929'] (3 occurrences)\n",
            "sincer -> ['45586', '46081', '47881', '48147'] (4 occurrences)\n",
            "sing -> ['47226', '48746'] (2 occurrences)\n",
            "singapor -> ['46223', '48692'] (2 occurrences)\n",
            "singl -> ['45192', '45299', '45410', '45600', '46038', '46195', '46599', '46691', '46844', '47103', '47296', '47394', '47430', '47455', '47487', '48383'] (16 occurrences)\n",
            "sinha -> ['45356'] (1 occurrences)\n",
            "sink -> ['46568'] (1 occurrences)\n",
            "sinner -> ['45992'] (1 occurrences)\n",
            "sip -> ['46361', '47232'] (2 occurrences)\n",
            "sir -> ['46060', '47231', '48018', '48166'] (4 occurrences)\n",
            "siriu -> ['47768'] (1 occurrences)\n",
            "sirpatrickval -> ['46473'] (1 occurrences)\n",
            "siskind -> ['47475'] (1 occurrences)\n",
            "sissi -> ['45284'] (1 occurrences)\n",
            "sister -> ['46186', '47107'] (2 occurrences)\n",
            "sit -> ['45006', '45138', '45444', '45686', '45773', '46077', '46093', '46291', '47153', '47298', '47393', '47560', '47580', '47720', '47866', '48015', '48036', '48098', '48589'] (19 occurrences)\n",
            "sitara -> ['45070'] (1 occurrences)\n",
            "site -> ['46019', '46064', '46200', '46584', '46930', '47158', '47198', '47676', '48181', '48637'] (10 occurrences)\n",
            "sitewid -> ['46350', '46351'] (2 occurrences)\n",
            "situat -> ['45030', '45058', '45172', '45174', '45256', '45342', '45383', '45626', '45647', '45679', '45681', '45726', '45800', '45807', '45810', '45815', '45848', '45949', '45992', '46010', '46169', '46314', '46432', '46464', '46525', '46670', '46809', '46822', '46837', '46892', '46983', '47053', '47092', '47167', '47282', '47446', '47545', '47616', '47849', '47854', '47865', '47947', '47998', '48069', '48094', '48097', '48297', '48330', '48376', '48478', '48484', '48492', '48575', '48577', '48638', '48739'] (56 occurrences)\n",
            "sixmilebridg -> ['46943'] (1 occurrences)\n",
            "size -> ['45227'] (1 occurrences)\n",
            "skate -> ['47076'] (1 occurrences)\n",
            "skdmodelm -> ['48413'] (1 occurrences)\n",
            "sketch -> ['46107'] (1 occurrences)\n",
            "skgov -> ['45351'] (1 occurrences)\n",
            "ski -> ['46463', '46566'] (2 occurrences)\n",
            "skill -> ['46106', '47709'] (2 occurrences)\n",
            "skin -> ['46592', '46795', '47492'] (3 occurrences)\n",
            "skincar -> ['48205'] (1 occurrences)\n",
            "skip -> ['45107', '45225', '45852'] (3 occurrences)\n",
            "skpoli -> ['45351', '48640'] (2 occurrences)\n",
            "skrishnakumar66 -> ['46918'] (1 occurrences)\n",
            "sky -> ['45780', '46085', '46781', '47087', '47447'] (5 occurrences)\n",
            "skynet -> ['48267'] (1 occurrences)\n",
            "skynew -> ['45582', '47857', '48067'] (3 occurrences)\n",
            "skype -> ['48453'] (1 occurrences)\n",
            "skyrocket -> ['45002', '45159', '45329', '45524', '46134', '46369', '46499', '46538', '48687'] (9 occurrences)\n",
            "sl36lhvpxl -> ['47634'] (1 occurrences)\n",
            "slap -> ['45961'] (1 occurrences)\n",
            "slash -> ['46771', '47587', '48712'] (3 occurrences)\n",
            "slayer -> ['47231'] (1 occurrences)\n",
            "sleazi -> ['46306'] (1 occurrences)\n",
            "slee -> ['48315'] (1 occurrences)\n",
            "sleep -> ['45194', '45195', '46151', '46284', '47400', '48315', '48544', '48602'] (8 occurrences)\n",
            "sleepi -> ['47264'] (1 occurrences)\n",
            "sleight -> ['47929'] (1 occurrences)\n",
            "slfhnuyhvp -> ['46655'] (1 occurrences)\n",
            "slfwx643i7 -> ['45526'] (1 occurrences)\n",
            "slick -> ['47921'] (1 occurrences)\n",
            "slight -> ['46742'] (1 occurrences)\n",
            "slightli -> ['47021'] (1 occurrences)\n",
            "slim -> ['46911'] (1 occurrences)\n",
            "slip -> ['48258'] (1 occurrences)\n",
            "slot -> ['45435', '45669', '45909', '46042', '47158', '47501', '47946', '47957', '48022', '48082', '48428', '48600'] (12 occurrences)\n",
            "slow -> ['44977', '45039', '45238', '45292', '45434', '45449', '45895', '45976', '46808', '47044', '47290', '47774', '47919', '47940', '48214', '48322'] (16 occurrences)\n",
            "slower -> ['47948'] (1 occurrences)\n",
            "slowli -> ['46807', '48055'] (2 occurrences)\n",
            "slsstudio -> ['48019'] (1 occurrences)\n",
            "sluggish -> ['46982'] (1 occurrences)\n",
            "slump -> ['44995'] (1 occurrences)\n",
            "slv -> ['45266'] (1 occurrences)\n",
            "slvujxr3ga -> ['48208'] (1 occurrences)\n",
            "smackdown -> ['47745'] (1 occurrences)\n",
            "small -> ['45074', '45153', '45156', '45166', '45282', '45381', '45649', '45758', '45801', '45831', '45873', '45914', '45970', '46171', '46172', '46217', '46287', '46356', '46445', '46591', '46622', '46766', '46834', '47079', '47638', '47666', '47721', '47819', '48051', '48161', '48180', '48244', '48287', '48292', '48343', '48435', '48459', '48460', '48461', '48462', '48463', '48464', '48552', '48601', '48656', '48671'] (46 occurrences)\n",
            "smallbiz -> ['48648'] (1 occurrences)\n",
            "smallbusi -> ['45872', '47382', '47703'] (3 occurrences)\n",
            "smallbusinesssupport -> ['48552'] (1 occurrences)\n",
            "smaller -> ['48152'] (1 occurrences)\n",
            "smart -> ['45102', '45251', '45377', '45382', '45409', '45519', '45782', '45786', '46579', '46603', '46637', '46912', '47130', '48188'] (14 occurrences)\n",
            "smarter -> ['47406'] (1 occurrences)\n",
            "smartest -> ['46298'] (1 occurrences)\n",
            "smartfoodservic -> ['45144'] (1 occurrences)\n",
            "smartnew -> ['47453'] (1 occurrences)\n",
            "smartphon -> ['45296'] (1 occurrences)\n",
            "smdh -> ['47892'] (1 occurrences)\n",
            "sme -> ['45872'] (1 occurrences)\n",
            "smell -> ['45513'] (1 occurrences)\n",
            "smh -> ['45749', '46137', '46233', '46438', '46785', '48471'] (6 occurrences)\n",
            "smile -> ['45845', '46022', '46037', '46195', '47712', '48497'] (6 occurrences)\n",
            "smoke -> ['46561', '46603', '47320', '48160'] (4 occurrences)\n",
            "smoker -> ['47320'] (1 occurrences)\n",
            "smooth -> ['45566', '46592', '48572'] (3 occurrences)\n",
            "smoothi -> ['46874'] (1 occurrences)\n",
            "smoothradio -> ['48576'] (1 occurrences)\n",
            "smqchina -> ['45426'] (1 occurrences)\n",
            "snack -> ['46656', '47298', '47321', '47518', '47523', '47537', '47713', '47736', '48090', '48119'] (10 occurrences)\n",
            "snackabl -> ['45487'] (1 occurrences)\n",
            "snap -> ['45493', '45522', '45536', '45593', '46931', '47805', '47979'] (7 occurrences)\n",
            "snapchat -> ['47105'] (1 occurrences)\n",
            "sneaker -> ['45653', '48109'] (2 occurrences)\n",
            "sneez -> ['45115', '45638', '46474', '46894', '46924', '47060', '47135', '47486', '47504', '47688', '47696', '47743'] (12 occurrences)\n",
            "snell -> ['48073'] (1 occurrences)\n",
            "snicker -> ['45917'] (1 occurrences)\n",
            "sniffl -> ['47135'] (1 occurrences)\n",
            "snow -> ['45594', '46208', '46501', '46597', '48385'] (5 occurrences)\n",
            "snowden -> ['48439'] (1 occurrences)\n",
            "snowstorm -> ['46267'] (1 occurrences)\n",
            "snuggl -> ['48576'] (1 occurrences)\n",
            "soap -> ['44961', '44991', '44993', '44994', '45045', '45088', '45099', '45134', '45156', '45226', '45295', '45297', '45310', '45398', '45401', '45525', '45620', '45622', '45697', '45862', '45884', '45924', '45933', '46066', '46237', '46507', '46642', '46736', '46791', '46888', '46912', '47030', '47150', '47324', '47377', '47466', '47536', '47582', '47630', '47691', '47913', '48080', '48176', '48392', '48433', '48475', '48513', '48574', '48665'] (49 occurrences)\n",
            "soapandwat -> ['47100'] (1 occurrences)\n",
            "soar -> ['48596'] (1 occurrences)\n",
            "sobei -> ['46575'] (1 occurrences)\n",
            "sobi -> ['45298'] (1 occurrences)\n",
            "sobov -> ['45298'] (1 occurrences)\n",
            "socal -> ['47390'] (1 occurrences)\n",
            "soccer -> ['46304', '46378'] (2 occurrences)\n",
            "social -> ['44982', '45063', '45118', '45195', '45218', '45264', '45334', '45382', '45467', '45511', '45582', '45638', '45689', '45712', '45784', '45787', '45788', '45841', '45914', '46060', '46193', '46212', '46225', '46262', '46275', '46450', '46497', '46526', '46664', '46710', '46733', '46829', '46844', '46856', '47049', '47180', '47191', '47248', '47259', '47289', '47313', '47320', '47342', '47364', '47426', '47519', '47544', '47620', '47635', '47676', '47677', '47756', '47764', '47935', '47937', '47985', '48007', '48010', '48013', '48040', '48133', '48141', '48268', '48287', '48294', '48335', '48453', '48544', '48552', '48575', '48582', '48585'] (72 occurrences)\n",
            "socialbflymag -> ['48187'] (1 occurrences)\n",
            "socialdist -> ['47130', '48724'] (2 occurrences)\n",
            "socialdistanc -> ['45253', '45308', '45427', '45536', '45758', '46037', '46207', '46251', '47441', '47445', '47723', '47869', '47891', '47927', '48012', '48040', '48294', '48440', '48484'] (19 occurrences)\n",
            "socialdistancingnow -> ['48254'] (1 occurrences)\n",
            "socialinequ -> ['48630'] (1 occurrences)\n",
            "socialismfortherich -> ['46111'] (1 occurrences)\n",
            "societ -> ['45230'] (1 occurrences)\n",
            "societi -> ['45381', '45628', '45773', '45848', '45940', '45961', '46035', '46327', '47683', '47876', '48395', '48401'] (12 occurrences)\n",
            "socioeconom -> ['47464'] (1 occurrences)\n",
            "sociolog -> ['47426'] (1 occurrences)\n",
            "sociopath -> ['46902'] (1 occurrences)\n",
            "sock -> ['45782', '47920'] (2 occurrences)\n",
            "sockfetish -> ['45782'] (1 occurrences)\n",
            "sockfetishsock -> ['45782'] (1 occurrences)\n",
            "soda -> ['46209', '46617', '47102', '47140', '47635'] (5 occurrences)\n",
            "sofa -> ['45483'] (1 occurrences)\n",
            "sofia -> ['45944'] (1 occurrences)\n",
            "soft -> ['47846'] (1 occurrences)\n",
            "softwar -> ['45801', '46884'] (2 occurrences)\n",
            "sohos1963 -> ['45968'] (1 occurrences)\n",
            "soi -> ['47827'] (1 occurrences)\n",
            "solac -> ['47201'] (1 occurrences)\n",
            "sold -> ['44953', '44961', '44973', '45271', '45401', '45410', '45557', '45669', '45720', '45806', '45853', '45983', '46008', '46130', '46167', '46427', '46642', '46718', '46807', '46882', '47026', '47196', '47265', '47309', '47852', '48202', '48374'] (27 occurrences)\n",
            "soldout -> ['45082'] (1 occurrences)\n",
            "sole -> ['46357', '47330', '48060'] (3 occurrences)\n",
            "solid -> ['45059', '45146', '46066', '46288', '47006', '47182'] (6 occurrences)\n",
            "solidar -> ['46036', '48013'] (2 occurrences)\n",
            "solubl -> ['47645'] (1 occurrences)\n",
            "solut -> ['45055', '45554', '46785', '47434', '47542', '47857', '48069', '48231', '48282', '48427', '48572', '48641'] (12 occurrences)\n",
            "solv -> ['46523', '46637', '48430'] (3 occurrences)\n",
            "somber -> ['45855'] (1 occurrences)\n",
            "some1 -> ['48458'] (1 occurrences)\n",
            "someth -> ['48749'] (1 occurrences)\n",
            "son -> ['45333', '45899', '47315', '48614'] (4 occurrences)\n",
            "song -> ['45893', '46653'] (2 occurrences)\n",
            "songwevera -> ['46593'] (1 occurrences)\n",
            "soon -> ['44978', '45501', '45750', '45932', '45992', '46487', '46613', '46744', '46764', '46790', '46801', '46857', '47008', '47020', '47415', '47462', '47723', '47739', '47859', '47934', '48032', '48057', '48340', '48508', '48718'] (25 occurrences)\n",
            "sooner -> ['47793'] (1 occurrences)\n",
            "sooo -> ['47348'] (1 occurrences)\n",
            "sooth -> ['45617', '46592'] (2 occurrences)\n",
            "sootmhogm5 -> ['48154'] (1 occurrences)\n",
            "sorri -> ['45215', '45226', '45271', '45478', '45694', '46232', '46977', '47293', '47665', '47918', '48578', '48579'] (12 occurrences)\n",
            "sorrynotsorri -> ['45165', '47639'] (2 occurrences)\n",
            "sort -> ['45016', '45034', '45411', '46049', '46724', '46967', '47607', '48452'] (8 occurrences)\n",
            "soul -> ['47296'] (1 occurrences)\n",
            "sound -> ['45127', '45693', '45704', '45764', '45902', '47388', '47931', '48252', '48444'] (9 occurrences)\n",
            "sounder -> ['45808'] (1 occurrences)\n",
            "soup -> ['45500', '45598', '45758', '45879', '46153', '46273', '46274', '46340', '46542', '46753', '47140', '47192', '47981', '48121'] (14 occurrences)\n",
            "sourc -> ['45062', '45155', '46046', '46134', '46603', '46815', '47507', '47569', '47964', '47992', '48255', '48324', '48355'] (13 occurrences)\n",
            "south -> ['45368', '46115', '46314', '46579', '46639', '46992', '47608', '47910', '47953', '48091', '48358'] (11 occurrences)\n",
            "southbai -> ['46579'] (1 occurrences)\n",
            "southend -> ['48297'] (1 occurrences)\n",
            "southern -> ['47792', '48424', '48514', '48591'] (4 occurrences)\n",
            "southi -> ['46877'] (1 occurrences)\n",
            "southkorea -> ['45245'] (1 occurrences)\n",
            "southwal -> ['45721'] (1 occurrences)\n",
            "soxandd -> ['48136'] (1 occurrences)\n",
            "sp -> ['45377'] (1 occurrences)\n",
            "sp500 -> ['45631'] (1 occurrences)\n",
            "space -> ['45556', '45571', '45651', '46344', '46739', '46801', '46924', '46930', '46973', '46985', '47494', '47509', '47721', '48363', '48564'] (15 occurrences)\n",
            "spaceangel1964 -> ['47093'] (1 occurrences)\n",
            "spaceforcebravo -> ['48148'] (1 occurrences)\n",
            "spaghetti -> ['46472', '47574'] (2 occurrences)\n",
            "spaghettio -> ['46241'] (1 occurrences)\n",
            "spain -> ['45232', '45354', '45461', '46674', '47286', '47317', '47424', '47448', '47586', '47764'] (10 occurrences)\n",
            "spaincoronaviru -> ['46674', '47286'] (2 occurrences)\n",
            "spam -> ['47403'] (1 occurrences)\n",
            "spanish -> ['47764', '48447'] (2 occurrences)\n",
            "spare -> ['45383', '45424', '45865', '47389', '47920', '48001', '48490'] (7 occurrences)\n",
            "spark -> ['47871', '48429', '48683', '48696', '48736'] (5 occurrences)\n",
            "sparkl -> ['47102'] (1 occurrences)\n",
            "spawn -> ['46286'] (1 occurrences)\n",
            "spead -> ['45537'] (1 occurrences)\n",
            "speak -> ['45525', '47204', '48459', '48460', '48461', '48462', '48463', '48464', '48636'] (9 occurrences)\n",
            "speaker -> ['45695'] (1 occurrences)\n",
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            "stimulu -> ['45016', '45058', '45067', '45617', '46771', '47874', '48139'] (7 occurrences)\n",
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'46289', '46292', '46296', '46303', '46307', '46311', '46312', '46319', '46325', '46329', '46337', '46345', '46354', '46359', '46362', '46365', '46368', '46370', '46375', '46376', '46380', '46383', '46394', '46400', '46404', '46405', '46406', '46407', '46408', '46409', '46412', '46426', '46428', '46436', '46438', '46455', '46456', '46457', '46462', '46465', '46481', '46487', '46497', '46498', '46499', '46500', '46503', '46504', '46506', '46510', '46513', '46518', '46521', '46523', '46529', '46539', '46548', '46561', '46563', '46566', '46568', '46569', '46579', '46595', '46604', '46610', '46611', '46612', '46616', '46621', '46629', '46639', '46652', '46657', '46662', '46670', '46677', '46684', '46687', '46688', '46696', '46697', '46699', '46712', '46729', '46730', '46737', '46740', '46743', '46748', '46769', '46772', '46773', '46774', '46775', '46778', '46780', '46783', '46784', '46793', '46804', '46807', '46814', '46815', '46823', '46827', '46828', '46839', '46852', '46857', '46862', 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'48255', '48256', '48258', '48260', '48268', '48269', '48275', '48276', '48288', '48291', '48293', '48310', '48312', '48313', '48317', '48318', '48336', '48341', '48342', '48357', '48366', '48377', '48400', '48411', '48432', '48446', '48465', '48469', '48471', '48481', '48487', '48504', '48510', '48512', '48521', '48526', '48536', '48538', '48539', '48541', '48544', '48545', '48561', '48574', '48580', '48592', '48595', '48609', '48611', '48628', '48637', '48644', '48653', '48654', '48682', '48686', '48688', '48690', '48692', '48712', '48713', '48714', '48723', '48728', '48737'] (839 occurrences)\n",
            "stockholm -> ['48416'] (1 occurrences)\n",
            "stockmarket -> ['46380', '46387'] (2 occurrences)\n",
            "stockmarketcrash -> ['46156'] (1 occurrences)\n",
            "stockmarketcrash2020 -> ['45631', '45888', '46375', '46677'] (4 occurrences)\n",
            "stockphoto -> ['45178'] (1 occurrences)\n",
            "stockphotographi -> ['45178'] (1 occurrences)\n",
            "stockpil -> ['44970', '45080', '45091', '45135', '45139', '45270', '45318', '45350', '45406', '45419', '45436', '45465', '45479', '45500', '45537', '45562', '45574', '45879', '46046', '46119', '46184', '46199', '46219', '46223', '46363', '46500', '46652', '46702', '46715', '46735', '46748', '46862', '46936', '46939', '47123', '47265', '47393', '47398', '47663', '47735', '47868', '47969', '48193', '48194', '48195', '48490', '48642', '48687'] (48 occurrences)\n",
            "stockpilingtwat -> ['47026'] (1 occurrences)\n",
            "stockstowatch -> ['47265'] (1 occurrences)\n",
            "stockup -> ['47885', '48204', '48212', '48222', '48488', '48660'] (6 occurrences)\n",
            "stockx -> ['45653'] (1 occurrences)\n",
            "stoke -> ['45918', '48483'] (2 occurrences)\n",
            "stole -> ['45250'] (1 occurrences)\n",
            "stolen -> ['46454'] (1 occurrences)\n",
            "stoneybatt -> ['48190'] (1 occurrences)\n",
            "stonk -> ['45692'] (1 occurrences)\n",
            "stood -> ['45321', '47481'] (2 occurrences)\n",
            "stop -> ['45031', '45366', '45911', '46498', '47906', '48456'] (6 occurrences)\n",
            "stopandshop -> ['47968'] (1 occurrences)\n",
            "stopcrimin -> ['47923'] (1 occurrences)\n",
            "stopfreekingout -> ['46659'] (1 occurrences)\n",
            "stophoard -> ['46810', '48684'] (2 occurrences)\n",
            "stoppanicbui -> ['45318', '47066', '47369', '47807', '47808', '47857', '47915', '47923', '47941', '47971', '47987', '48011', '48015', '48108', '48284', '48285', '48340', '48353', '48441', '48457', '48576', '48625', '48652', '48684', '48716'] (25 occurrences)\n",
            "stoppanick -> ['46012'] (1 occurrences)\n",
            "stoppit -> ['45334'] (1 occurrences)\n",
            "stopstockpil -> ['46862', '48108'] (2 occurrences)\n",
            "storabl -> ['47063'] (1 occurrences)\n",
            "storag -> ['45108', '47127', '47215', '47738', '47829', '47894'] (6 occurrences)\n",
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(1107 occurrences)\n",
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            "supermarketi -> ['45298'] (1 occurrences)\n",
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            "supplier -> ['45406', '45586', '46406', '47601'] (4 occurrences)\n",
            "supplyanddemand -> ['48264'] (1 occurrences)\n",
            "supplychain -> ['48556', '48687'] (2 occurrences)\n",
            "suppo -> ['46455'] (1 occurrences)\n",
            "support -> ['45021', '45022', '45227', '45233', '45274', '45375', '45431', '45567', '45570', '45585', '45623', '45845', '46081', '46097', '46264', '46420', '46489', '46598', '46840', '46896', '46905', '46993', '47008', '47042', '47193', '47360', '47382', '47396', '47455', '47472', '47533', '47592', '47800', '47819', '47836', '47899', '47944', '47979', '48023', '48058', '48077', '48145', '48242', '48253', '48259', '48283', '48287', '48305', '48323', '48335', '48384', '48385', '48402', '48412', '48443', '48469', '48474', '48508', '48582', '48650', '48667', '48671', '48700'] (63 occurrences)\n",
            "supportloc -> ['48190'] (1 occurrences)\n",
            "supportsmallbusi -> ['45782', '47382'] (2 occurrences)\n",
            "suppos -> ['45311', '45494', '45998', '46030', '46335', '47179', '48422'] (7 occurrences)\n",
            "supposedli -> ['47435'] (1 occurrences)\n",
            "supppli -> ['47935'] (1 occurrences)\n",
            "supramolecular -> ['44991'] (1 occurrences)\n",
            "suprem -> ['46025'] (1 occurrences)\n",
            "suqwow0t7p -> ['46202'] (1 occurrences)\n",
            "sure -> ['45050', '45090', '45128', '45130', '45157', '45177', '45302', '45333', '45363', '45411', '45482', '45487', '45504', '45544', '45551', '45552', '45678', '45732', '45752', '45771', '45865', '45899', '45912', '46024', '46038', '46049', '46053', '46092', '46095', '46141', '46142', '46150', '46289', '46358', '46679', '46690', '46843', '46881', '47016', '47036', '47149', '47192', '47216', '47287', '47341', '47358', '47545', '47609', '47660', '47785', '47788', '47857', '47872', '47899', '47999', '48002', '48055', '48072', '48136', '48204', '48316', '48337', '48346', '48427', '48471', '48541', '48616', '48702', '48747'] (69 occurrences)\n",
            "surfac -> ['44972', '45063', '45194', '45195', '45760', '45850', '46630', '46992', '47648', '48102', '48544'] (11 occurrences)\n",
            "surfer -> ['45266'] (1 occurrences)\n",
            "surg -> ['45084', '45203', '45496', '45561', '46460', '46809', '47269', '47339', '47714', '48320', '48382', '48389', '48398', '48429', '48449', '48656', '48696', '48736'] (18 occurrences)\n",
            "surgic -> ['44960', '45243', '45742', '45984', '46842', '46917', '47646'] (7 occurrences)\n",
            "surgicalmask -> ['48626'] (1 occurrences)\n",
            "suriv -> ['47708'] (1 occurrences)\n",
            "surplu -> ['45476', '46389'] (2 occurrences)\n",
            "surpris -> ['45862', '46566', '46886', '47190', '47736', '48650'] (6 occurrences)\n",
            "surprisingli -> ['46920'] (1 occurrences)\n",
            "surreal -> ['45595', '48099'] (2 occurrences)\n",
            "surrei -> ['48137'] (1 occurrences)\n",
            "surround -> ['44996', '45001', '45112', '45446', '45764', '47220', '47264', '47421', '47460', '48057', '48359', '48360', '48371'] (13 occurrences)\n",
            "survei -> ['45625', '46397', '46998'] (3 occurrences)\n",
            "surviv -> ['45251', '45338', '45404', '45433', '45465', '45615', '45626', '45682', '45713', '45783', '46028', '46095', '46132', '46209', '46233', '46273', '46291', '46348', '46391', '46487', '46506', '46666', '46720', '46811', '46872', '46877', '46899', '47037', '47209', '47405', '47410', '47463', '47571', '47616', '47673', '47937', '48511'] (37 occurrences)\n",
            "survivalkit -> ['45433'] (1 occurrences)\n",
            "survivor -> ['46964'] (1 occurrences)\n",
            "suscept -> ['48631', '48711'] (2 occurrences)\n",
            "suspect -> ['45730', '46313', '47510', '47632', '47660', '48523'] (6 occurrences)\n",
            "suspend -> ['45269', '45532', '45536', '45711', '45861', '45875', '45911', '46032', '46102', '46114', '46188', '46639', '46931', '46986', '47076', '47289', '47865', '48359', '48360', '48377', '48446', '48499'] (22 occurrences)\n",
            "suspens -> ['45042', '45912', '46978', '48711'] (4 occurrences)\n",
            "suspicion -> ['46013'] (1 occurrences)\n",
            "sustain -> ['45991', '46028', '47259'] (3 occurrences)\n",
            "suyusapm7j -> ['44984'] (1 occurrences)\n",
            "svaxcwymi -> ['45909'] (1 occurrences)\n",
            "svp -> ['48570'] (1 occurrences)\n",
            "swab -> ['46801', '47356'] (2 occurrences)\n",
            "swami -> ['45273'] (1 occurrences)\n",
            "swamp -> ['47155'] (1 occurrences)\n",
            "swap -> ['45081'] (1 occurrences)\n",
            "swarm -> ['47297', '47953'] (2 occurrences)\n",
            "swear -> ['45260', '45956', '47534'] (3 occurrences)\n",
            "sweat -> ['46688', '47237'] (2 occurrences)\n",
            "sweater -> ['46003', '48064'] (2 occurrences)\n",
            "sweden -> ['46179', '48416'] (2 occurrences)\n",
            "sweep -> ['45208', '45523', '46220', '46227', '46559', '47618', '47624'] (7 occurrences)\n",
            "sweet -> ['46011', '46259', '46461'] (3 occurrences)\n",
            "sweeti -> ['48189'] (1 occurrences)\n",
            "sweetmandarin -> ['45022'] (1 occurrences)\n",
            "sweetpmac -> ['46488'] (1 occurrences)\n",
            "swifter -> ['47574'] (1 occurrences)\n",
            "swim -> ['47203'] (1 occurrences)\n",
            "swissepi -> ['45638'] (1 occurrences)\n",
            "switch -> ['45126', '45978', '46622', '47999', '48029'] (5 occurrences)\n",
            "switzerland -> ['46293', '46371', '46969', '47151', '47598', '48312', '48577'] (7 occurrences)\n",
            "swoop -> ['47066'] (1 occurrences)\n",
            "sworm0acta -> ['45882'] (1 occurrences)\n",
            "swt -> ['48672'] (1 occurrences)\n",
            "swung -> ['45188'] (1 occurrences)\n",
            "sxdnz4mzyj -> ['46790'] (1 occurrences)\n",
            "sxemzruuit -> ['45423'] (1 occurrences)\n",
            "sxsw -> ['45073'] (1 occurrences)\n",
            "syavelcjql -> ['48216'] (1 occurrences)\n",
            "sydnei -> ['45288'] (1 occurrences)\n",
            "syjjegxomr -> ['45190'] (1 occurrences)\n",
            "sylvesterturn -> ['48045'] (1 occurrences)\n",
            "symbol -> ['47317'] (1 occurrences)\n",
            "symonedsand -> ['46784'] (1 occurrences)\n",
            "symptom -> ['45086', '45890', '45927', '46603', '47149', '47649', '47675', '48352', '48614'] (9 occurrences)\n",
            "symptomat -> ['47356'] (1 occurrences)\n",
            "syndrom -> ['45410'] (1 occurrences)\n",
            "syphili -> ['46520'] (1 occurrences)\n",
            "syqhfxkurg -> ['46265'] (1 occurrences)\n",
            "syrian -> ['47706'] (1 occurrences)\n",
            "system -> ['45104', '45109', '45127', '45185', '45189', '45206', '45381', '45389', '45467', '45811', '46021', '46161', '46225', '46393', '46455', '46737', '46790', '46853', '47049', '47074', '47184', '47273', '47347', '47423', '47440', '47617', '47770', '47872', '47931', '47935', '47957', '47961', '48598', '48606'] (34 occurrences)\n",
            "syyi7xlu2d -> ['45937'] (1 occurrences)\n",
            "syymvvcgdi -> ['45338'] (1 occurrences)\n",
            "sz3hh4ihhf -> ['46033'] (1 occurrences)\n",
            "sz6lsbofm4 -> ['48179'] (1 occurrences)\n",
            "szkbr6wlxt -> ['48514', '48515'] (2 occurrences)\n",
            "szkdznvrd9 -> ['47877'] (1 occurrences)\n",
            "szn -> ['47415'] (1 occurrences)\n",
            "t22akrkdoo -> ['47598'] (1 occurrences)\n",
            "t3flfkl4ma -> ['47181'] (1 occurrences)\n",
            "t4 -> ['45050'] (1 occurrences)\n",
            "t4joykpqtj -> ['47397'] (1 occurrences)\n",
            "t5gbzwtdm6 -> ['48149'] (1 occurrences)\n",
            "t5hujax2fi -> ['48336'] (1 occurrences)\n",
            "t5tesx87vu -> ['45126'] (1 occurrences)\n",
            "t65yanr9tk -> ['45429'] (1 occurrences)\n",
            "t6dayulp7p -> ['48640'] (1 occurrences)\n",
            "t8kxzcuhxo -> ['47331'] (1 occurrences)\n",
            "t8u2y0ow3o -> ['45674'] (1 occurrences)\n",
            "ta -> ['46798'] (1 occurrences)\n",
            "ta4gzwk3nx -> ['45379'] (1 occurrences)\n",
            "taan7e3q5 -> ['46331'] (1 occurrences)\n",
            "tabl -> ['45008', '45304'] (2 occurrences)\n",
            "tablet -> ['45982', '47645'] (2 occurrences)\n",
            "tabligh -> ['48691'] (1 occurrences)\n",
            "taco -> ['48076', '48129'] (2 occurrences)\n",
            "tacoma -> ['45501'] (1 occurrences)\n",
            "tactic -> ['44985'] (1 occurrences)\n",
            "tad -> ['45287', '48636'] (2 occurrences)\n",
            "tadipaar -> ['48231'] (1 occurrences)\n",
            "tag -> ['45452', '46283', '47557', '47642', '48565', '48688'] (6 occurrences)\n",
            "taguig -> ['47239'] (1 occurrences)\n",
            "tajt0ymlg1 -> ['45689'] (1 occurrences)\n",
            "tak -> ['45298'] (1 occurrences)\n",
            "take -> ['44971', '44996', '45007', '45024', '45031', '45071', '45081', '45091', '45099', '45126', '45146', '45185', '45196', '45197', '45205', '45208', '45217', '45231', '45256', '45262', '45286', '45308', '45321', '45322', '45349', '45360', '45366', '45390', '45464', '45482', '45487', '45501', '45538', '45547', '45571', '45588', '45619', '45628', '45644', '45670', '45674', '45684', '45693', '45723', '45739', '45765', '45774', '45778', '45790', '45794', '45821', '45832', '45834', '45855', '45883', '45932', '45977', '46024', '46041', '46096', '46117', '46138', '46145', '46147', '46151', '46157', '46203', '46225', '46262', '46269', '46271', '46290', '46326', '46346', '46376', '46408', '46444', '46468', '46488', '46493', '46515', '46518', '46550', '46577', '46606', '46650', '46656', '46670', '46678', '46685', '46688', '46706', '46730', '46755', '46756', '46759', '46778', '46790', '46791', '46795', '46815', '46843', '46862', '46875', '46938', '46939', '46980', '46984', '46986', '46992', '47012', '47014', '47028', '47123', '47130', '47141', '47156', '47160', '47169', '47201', '47215', '47236', '47257', '47282', '47289', '47309', '47320', '47340', '47365', '47402', '47406', '47429', '47446', '47458', '47487', '47490', '47500', '47504', '47506', '47508', '47536', '47540', '47592', '47679', '47698', '47705', '47782', '47788', '47812', '47823', '47837', '47841', '47866', '47868', '47873', '47905', '47917', '47931', '47962', '47966', '47977', '48043', '48045', '48080', '48108', '48174', '48230', '48231', '48244', '48254', '48276', '48287', '48293', '48308', '48324', '48325', '48336', '48371', '48503', '48509', '48526', '48536', '48537', '48545', '48549', '48552', '48626', '48650', '48690'] (189 occurrences)\n",
            "takeawai -> ['48190', '48382'] (2 occurrences)\n",
            "taken -> ['44965', '44969', '44979', '46638', '47260', '47268', '47342', '47514', '47660', '47668', '47704', '47774', '48393', '48585', '48612', '48741'] (16 occurrences)\n",
            "takeo -> ['47252'] (1 occurrences)\n",
            "takeout -> ['46802', '48153', '48335', '48589'] (4 occurrences)\n",
            "tale -> ['45415', '46622'] (2 occurrences)\n",
            "talent -> ['48686'] (1 occurrences)\n",
            "talk -> ['45000', '45007', '45025', '45214', '45355', '45392', '45431', '45479', '45890', '45893', '46001', '46232', '46406', '46586', '46713', '46723', '46756', '46788', '46968', '47150', '47217', '47305', '47339', '47438', '47569', '47790', '47904', '47921', '47985', '47992', '47997', '48171', '48185', '48292', '48341', '48407', '48417', '48470', '48472', '48748'] (40 occurrences)\n",
            "talkin -> ['46656'] (1 occurrences)\n",
            "tamak -> ['47793'] (1 occurrences)\n",
            "tammyredmond -> ['47900'] (1 occurrences)\n",
            "tampa -> ['47840'] (1 occurrences)\n",
            "tampon -> ['45305', '48574'] (2 occurrences)\n",
            "tamronhal -> ['45740'] (1 occurrences)\n",
            "tamronhallshow -> ['45740'] (1 occurrences)\n",
            "tangibl -> ['45445'] (1 occurrences)\n",
            "tank -> ['45367', '45394'] (2 occurrences)\n",
            "tanto -> ['47159'] (1 occurrences)\n",
            "tap -> ['45491', '46181', '46572', '46730', '48731'] (5 occurrences)\n",
            "taproom -> ['46102', '46682', '48014', '48729'] (4 occurrences)\n",
            "target -> ['45031', '45184', '45186', '45626', '45696', '45745', '45997', '46078', '46464', '46491', '46537', '46560', '46616', '46775', '46801', '47390', '47622', '47713', '47796', '47968', '47999', '48029', '48529', '48595', '48717'] (25 occurrences)\n",
            "tariff -> ['46803', '47084'] (2 occurrences)\n",
            "tariqnashe -> ['47802'] (1 occurrences)\n",
            "task -> ['48527'] (1 occurrences)\n",
            "tast -> ['45772', '46535', '46536', '47460'] (4 occurrences)\n",
            "tastiest -> ['48086'] (1 occurrences)\n",
            "tata -> ['45356'] (1 occurrences)\n",
            "tattoo -> ['48005'] (1 occurrences)\n",
            "taught -> ['45129', '45579', '48258'] (3 occurrences)\n",
            "tax -> ['44998', '45016', '45020', '45340', '45394', '45442', '45531', '45612', '45651', '45894', '45988', '46116', '46261', '46450', '46704', '46830', '46843', '47167', '47800', '48507'] (20 occurrences)\n",
            "taxi -> ['45065', '45266', '45386', '46320', '48454'] (5 occurrences)\n",
            "taxpay -> ['48727'] (1 occurrences)\n",
            "tbe -> ['48445'] (1 occurrences)\n",
            "tbh -> ['45739', '45985', '46186', '46985', '47026'] (5 occurrences)\n",
            "tbkkgyidwk -> ['48619'] (1 occurrences)\n",
            "tbru7ttppi -> ['45487'] (1 occurrences)\n",
            "tcapwlzzpp -> ['45340'] (1 occurrences)\n",
            "tcfd -> ['45089'] (1 occurrences)\n",
            "tcfsgqrww8 -> ['45459'] (1 occurrences)\n",
            "tcs3mhvqfk -> ['47924'] (1 occurrences)\n",
            "tcts9rivwz -> ['45857'] (1 occurrences)\n",
            "tdaqcm63d1 -> ['47023'] (1 occurrences)\n",
            "tdhillon33 -> ['45038'] (1 occurrences)\n",
            "te -> ['45649'] (1 occurrences)\n",
            "tea -> ['46361', '46793', '48663'] (3 occurrences)\n",
            "teach -> ['45236', '45530', '48606'] (3 occurrences)\n",
            "teacher -> ['44966', '45160', '45647', '46067', '48041'] (5 occurrences)\n",
            "teala -> ['47105'] (1 occurrences)\n",
            "team -> ['45099', '45442', '45872', '46222', '46291', '47392', '48025', '48117', '48326'] (9 occurrences)\n",
            "teamangelsoft -> ['47261'] (1 occurrences)\n",
            "teamview -> ['46250'] (1 occurrences)\n",
            "tear -> ['45715'] (1 occurrences)\n",
            "tech -> ['45136', '45201', '45218', '47252', '47875', '48116', '48437', '48712'] (8 occurrences)\n",
            "technolog -> ['45077', '45078', '45218', '45505', '45645', '46475', '46550', '46994', '47252', '47381', '47459', '48010'] (12 occurrences)\n",
            "tedcruz -> ['45520'] (1 occurrences)\n",
            "teddi -> ['47522'] (1 occurrences)\n",
            "tedlieu -> ['48200'] (1 occurrences)\n",
            "teenag -> ['47485'] (1 occurrences)\n",
            "tefap -> ['47979'] (1 occurrences)\n",
            "tehran -> ['47210'] (1 occurrences)\n",
            "tejjd9dqu4 -> ['47886'] (1 occurrences)\n",
            "telangana -> ['45197'] (1 occurrences)\n",
            "tele -> ['45659', '47471'] (2 occurrences)\n",
            "telecommun -> ['48474'] (1 occurrences)\n",
            "telecommut -> ['48448'] (1 occurrences)\n",
            "telehealth -> ['47269'] (1 occurrences)\n",
            "telemedicin -> ['45505'] (1 occurrences)\n",
            "teleprompt -> ['45393'] (1 occurrences)\n",
            "televangelist -> ['45055'] (1 occurrences)\n",
            "televis -> ['46168'] (1 occurrences)\n",
            "tell -> ['45036', '45037', '45098', '45144', '45179', '45216', '45259', '45331', '45367', '45377', '45420', '45575', '45663', '45805', '45916', '45936', '45954', '45970', '45998', '46029', '46040', '46231', '46444', '46526', '46575', '46764', '46852', '46945', '47065', '47091', '47277', '47418', '47456', '47564', '47570', '47652', '47660', '47789', '47805', '47955', '47960', '48096', '48115', '48149', '48171', '48215', '48421', '48445', '48448', '48484', '48598', '48651'] (52 occurrences)\n",
            "telli -> ['48284'] (1 occurrences)\n",
            "tellin -> ['45580'] (1 occurrences)\n",
            "temp -> ['48073', '48614'] (2 occurrences)\n",
            "temper -> ['45619'] (1 occurrences)\n",
            "temperatur -> ['46891', '47496', '48315'] (3 occurrences)\n",
            "tempor -> ['48264'] (1 occurrences)\n",
            "temporari -> ['45207', '48063', '48557', '48572'] (4 occurrences)\n",
            "temporarili -> ['45111', '45711', '45799', '45844', '45984', '46102', '46986', '47489', '47898', '48045', '48111', '48264', '48274', '48279', '48423', '48493', '48501', '48520', '48522', '48528', '48647', '48649', '48703', '48712'] (24 occurrences)\n",
            "tempt -> ['45616', '46577'] (2 occurrences)\n",
            "ten -> ['48744'] (1 occurrences)\n",
            "tenant -> ['45002', '47743'] (2 occurrences)\n",
            "tend -> ['45097', '45145', '45631'] (3 occurrences)\n",
            "tendenc -> ['47344'] (1 occurrences)\n",
            "tender -> ['45504'] (1 occurrences)\n",
            "tengo -> ['47336'] (1 occurrences)\n",
            "tennesse -> ['47393', '47894'] (2 occurrences)\n",
            "tension -> ['46259', '46453', '46680', '47743'] (4 occurrences)\n",
            "term -> ['45047', '45764', '45832', '45853', '45993', '46035', '46327', '46802', '46918', '47652', '47738', '47789', '48028', '48116', '48430', '48494'] (16 occurrences)\n",
            "termin -> ['45489', '48267'] (2 occurrences)\n",
            "terribl -> ['45215', '46123', '47205', '47921', '48078', '48577'] (6 occurrences)\n",
            "terrifi -> ['44992', '45873', '45995', '46287', '47107', '47211'] (6 occurrences)\n",
            "territori -> ['45202', '45452', '46297', '48024'] (4 occurrences)\n",
            "terror -> ['45945'] (1 occurrences)\n",
            "terrorist -> ['45014'] (1 occurrences)\n",
            "tersebar -> ['48749'] (1 occurrences)\n",
            "tesco -> ['45287', '45435', '45523', '45665', '45799', '46042', '46390', '46806', '47081', '47212', '47472', '47501', '47509', '47730', '47790', '47920', '47944', '48082', '48111', '48140', '48170', '48207', '48713'] (23 occurrences)\n",
            "tescoantrimcomm -> ['46390'] (1 occurrences)\n",
            "test -> ['44983', '44999', '45083', '45198', '45209', '45229', '45258', '45348', '45367', '45368', '45472', '45511', '45547', '45576', '45601', '45629', '45756', '45781', '45859', '45902', '45919', '45927', '45955', '46019', '46029', '46031', '46057', '46064', '46149', '46228', '46268', '46362', '46424', '46430', '46455', '46482', '46498', '46518', '46527', '46557', '46567', '46574', '46584', '46620', '46632', '46709', '46784', '46786', '46801', '46851', '46860', '46876', '46906', '46930', '47062', '47064', '47202', '47210', '47245', '47291', '47364', '47372', '47404', '47436', '47456', '47584', '47694', '47699', '47749', '47773', '47820', '47826', '48048', '48052', '48053', '48054', '48110', '48114', '48150', '48158', '48167', '48189', '48210', '48225', '48277', '48315', '48338', '48419', '48487', '48562', '48637', '48694'] (92 occurrences)\n",
            "tether -> ['47556'] (1 occurrences)\n",
            "teugjlti05 -> ['45790'] (1 occurrences)\n",
            "texa -> ['47441', '47558', '47662', '47791', '47949'] (5 occurrences)\n",
            "texansfortexan -> ['47868'] (1 occurrences)\n",
            "texastribun -> ['47352'] (1 occurrences)\n",
            "text -> ['45121', '47834', '48575'] (3 occurrences)\n",
            "textbook -> ['47426'] (1 occurrences)\n",
            "tezo -> ['47556'] (1 occurrences)\n",
            "tf -> ['45819', '48363'] (2 occurrences)\n",
            "tfcasia -> ['48009'] (1 occurrences)\n",
            "tff5b7xttw -> ['45154'] (1 occurrences)\n",
            "tftav1wsrf -> ['45708'] (1 occurrences)\n",
            "tfuck -> ['45663'] (1 occurrences)\n",
            "tfw -> ['47102'] (1 occurrences)\n",
            "tfwfyg7cy -> ['47329'] (1 occurrences)\n",
            "tgejfisdcp -> ['46361'] (1 occurrences)\n",
            "tgmlesgtmn -> ['48479'] (1 occurrences)\n",
            "tgt -> ['45052'] (1 occurrences)\n",
            "th -> ['45741', '46643', '47519'] (3 occurrences)\n",
            "th1rt3en -> ['48019'] (1 occurrences)\n",
            "thailand -> ['46064', '47797', '48009'] (3 occurrences)\n",
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            "toiletpap -> ['44957', '45009', '45014', '45057', '45082', '45270', '45318', '45410', '45626', '45640', '45662', '45748', '45776', '46053', '46092', '46108', '46176', '46322', '46354', '46358', '46396', '46531', '46549', '46648', '47024', '47079', '47129', '47181', '47199', '47207', '47217', '47223', '47261', '47315', '47318', '47422', '47440', '47452', '47643', '47678', '47778', '47867', '47882', '47928', '47948', '48046', '48089', '48173', '48208', '48721'] (50 occurrences)\n",
            "toiletpapercrisi -> ['45087', '45101', '45491', '45662', '45683', '45928', '46219', '46396', '46463', '46754', '46787', '46840', '47079', '47318', '47422', '47585', '47716'] (17 occurrences)\n",
            "toiletpaperemerg -> ['45776', '46121', '46755', '46903', '47079', '47402'] (6 occurrences)\n",
            "toiletpaperpan -> ['44979', '45101', '47079', '47422', '47438', '47517', '47676', '47716', '48089', '48208', '48666'] (11 occurrences)\n",
            "toiletpaperplaug -> ['46447'] (1 occurrences)\n",
            "toiletpapershortag -> ['46203'] (1 occurrences)\n",
            "toiletpapi -> ['46316'] (1 occurrences)\n",
            "toiletri -> ['44981', '45220', '46161', '47285', '47585'] (5 occurrences)\n",
            "token -> ['45239', '45839'] (2 occurrences)\n",
            "tokyo -> ['45688'] (1 occurrences)\n",
            "told -> ['45019', '45120', '45135', '45180', '45305', '45331', '45462', '45529', '45591', '45647', '45727', '46120', '46246', '46406', '46750', '46968', '47092', '47315', '47415', '47531', '47664', '47914', '47957', '48223', '48265', '48275', '48457', '48511', '48604'] (29 occurrences)\n",
            "toler -> ['45621'] (1 occurrences)\n",
            "toliet -> ['45253', '46597'] (2 occurrences)\n",
            "tolietpapercrisi -> ['46806'] (1 occurrences)\n",
            "toll -> ['47660', '47764', '47773', '48032', '48172', '48287'] (6 occurrences)\n",
            "tom -> ['45502', '45509'] (2 occurrences)\n",
            "tomato -> ['44962', '45373', '45500', '46177', '46355', '46392', '46670', '47311', '48698'] (9 occurrences)\n",
            "tomclanc -> ['46182'] (1 occurrences)\n",
            "tomhank -> ['45690', '45856'] (2 occurrences)\n",
            "tommorow -> ['46966'] (1 occurrences)\n",
            "tomorrow -> ['45121', '45301', '45672', '45689', '46096', '46109', '46118', '46536', '46548', '46953', '46991', '47018', '47214', '47461', '47727', '47802', '47869', '48065', '48192', '48242', '48274', '48359', '48360', '48425', '48518', '48528', '48729'] (27 occurrences)\n",
            "tompkinscountyni -> ['46946'] (1 occurrences)\n",
            "ton -> ['45775', '46317', '46385', '46450', '47131', '47172', '47258', '47486', '47771', '48081', '48181'] (11 occurrences)\n",
            "toni -> ['48148'] (1 occurrences)\n",
            "tonight -> ['45188', '45603', '45672', '45934', '45956', '46129', '46151', '46205', '46332', '46356', '46644', '46676', '46707', '46753', '46929', '46966', '47006', '47026', '47088', '47155', '47271', '47399', '47413', '47503', '48065', '48240', '48420', '48457', '48549'] (29 occurrences)\n",
            "tonightvmtv -> ['45603'] (1 occurrences)\n",
            "tonn -> ['47710'] (1 occurrences)\n",
            "took -> ['44978', '45530', '45815', '46026', '46200', '46252', '46404', '46566', '46641', '47145', '47319', '47362', '47988'] (13 occurrences)\n",
            "tool -> ['46067', '46598', '48150'] (3 occurrences)\n",
            "toothbrush -> ['47690'] (1 occurrences)\n",
            "toothpast -> ['47784', '48574', '48676'] (3 occurrences)\n",
            "top -> ['45021', '45452', '45808', '45991', '46148', '46281', '46768', '46772', '46803', '47410', '47636', '47729', '48382', '48426', '48482', '48665', '48737'] (17 occurrences)\n",
            "topbuzz -> ['47505'] (1 occurrences)\n",
            "topcashback -> ['45980'] (1 occurrences)\n",
            "topgolf -> ['47019'] (1 occurrences)\n",
            "topic -> ['45578', '45930'] (2 occurrences)\n",
            "torbai -> ['46373'] (1 occurrences)\n",
            "tori -> ['48470'] (1 occurrences)\n",
            "torn -> ['48740'] (1 occurrences)\n",
            "tornado -> ['48165'] (1 occurrences)\n",
            "toronto -> ['45071', '45870', '46299', '46429', '46514', '46647', '46849', '46988', '47047', '48068', '48559'] (11 occurrences)\n",
            "torontodotcom -> ['45071'] (1 occurrences)\n",
            "torontostar -> ['46265', '46285', '46647'] (3 occurrences)\n",
            "tostito -> ['47537'] (1 occurrences)\n",
            "total -> ['45222', '45297', '45396', '45808', '45927', '46358', '46452', '46497', '46510', '46577', '46605', '46920', '46931', '47563', '47650', '47761', '47784', '48074', '48210', '48261', '48272', '48490'] (22 occurrences)\n",
            "totemranch613 -> ['45968'] (1 occurrences)\n",
            "tottenham -> ['46039'] (1 occurrences)\n",
            "touch -> ['44974', '45063', '45147', '45194', '45195', '45381', '45448', '45581', '45606', '45755', '45773', '45801', '45826', '46120', '46177', '46262', '46347', '46438', '46895', '46924', '47313', '47563', '47938', '48055', '48100', '48238', '48544', '48578', '48579', '48616', '48651', '48686'] (32 occurrences)\n",
            "touchi -> ['47469'] (1 occurrences)\n",
            "touchpoint -> ['45341'] (1 occurrences)\n",
            "touchscreen -> ['45184'] (1 occurrences)\n",
            "tough -> ['45554', '45575', '46073', '46441', '46889', '46935', '48739'] (7 occurrences)\n",
            "toughen -> ['46935'] (1 occurrences)\n",
            "tougher -> ['46495'] (1 occurrences)\n",
            "toughest -> ['45177', '46783'] (2 occurrences)\n",
            "tour -> ['47289', '47522', '48161', '48376'] (4 occurrences)\n",
            "tourism -> ['45164', '46326', '46942'] (3 occurrences)\n",
            "tourist -> ['45085', '46619'] (2 occurrences)\n",
            "tout -> ['45229', '45285'] (2 occurrences)\n",
            "towel -> ['45103', '45350', '45353', '45408', '45786', '46203', '46274', '46281', '46465', '46531', '46926', '47034', '47037', '47280', '47374', '47517', '47568', '47808', '47933', '48498'] (20 occurrences)\n",
            "towerhamlet -> ['47360'] (1 occurrences)\n",
            "town -> ['46041', '46172', '46281', '46356', '46362', '46373', '46445', '46686', '46834', '46835', '46913', '47103', '47264', '47308'] (14 occurrences)\n",
            "toxic -> ['47548'] (1 occurrences)\n",
            "toxin -> ['46393'] (1 occurrences)\n",
            "tp -> ['45212', '45267', '45289', '45353', '45405', '45407', '45620', '45697', '45792', '45843', '45915', '45952', '46010', '46121', '46172', '46184', '46193', '46273', '46353', '46354', '46362', '46639', '46693', '46703', '46705', '46778', '46934', '46988', '47013', '47174', '47236', '47259', '47277', '47311', '47319', '47372', '47373', '47389', '47443', '47531', '47546', '47570', '47585', '47713', '47718', '47733', '47776', '47787', '48071', '48100', '48141', '48152', '48176', '48251', '48340', '48497', '48666'] (57 occurrences)\n",
            "tpapocalyps -> ['47808'] (1 occurrences)\n",
            "tpeefsuehm -> ['48424'] (1 occurrences)\n",
            "tpformybunghol -> ['46531'] (1 occurrences)\n",
            "tpgate -> ['45877'] (1 occurrences)\n",
            "tphoarder -> ['47389', '48141'] (2 occurrences)\n",
            "tpmhblcpwn -> ['45558'] (1 occurrences)\n",
            "tpwyey6vnl -> ['47097'] (1 occurrences)\n",
            "tqigtvhj2k -> ['47679'] (1 occurrences)\n",
            "tr -> ['45274'] (1 occurrences)\n",
            "tr71hl0vuh -> ['45963'] (1 occurrences)\n",
            "track -> ['45246', '45288', '46969', '48210'] (4 occurrences)\n",
            "tracker -> ['46397'] (1 occurrences)\n",
            "tract -> ['46662'] (1 occurrences)\n",
            "tracybeanz -> ['47994'] (1 occurrences)\n",
            "trade -> ['45002', '45026', '45176', '45200', '46138', '46784', '47042', '47826', '48070', '48244', '48377', '48479', '48533', '48563', '48704'] (15 occurrences)\n",
            "trader -> ['45735', '45763', '46515', '46717', '46973', '47518', '48357', '48717'] (8 occurrences)\n",
            "traderjo -> ['46717', '46960', '47641', '47932'] (4 occurrences)\n",
            "traderjoeslist -> ['46616'] (1 occurrences)\n",
            "tradeshow -> ['45200'] (1 occurrences)\n",
            "tradit -> ['45276', '45317', '45613', '48398'] (4 occurrences)\n",
            "traffic -> ['45025', '45167', '45353', '45377', '46133', '46669', '46794', '46845', '46909', '47300', '47457', '47587', '47991', '48162', '48446', '48671'] (16 occurrences)\n",
            "tragedi -> ['47935'] (1 occurrences)\n",
            "trai -> ['45177', '46783'] (2 occurrences)\n",
            "trail -> ['45138', '46621'] (2 occurrences)\n",
            "trailer -> ['45367'] (1 occurrences)\n",
            "train -> ['45073', '45277', '45301', '45352', '46991', '47305', '48159', '48179', '48345', '48459', '48460', '48461', '48462', '48463', '48464', '48586'] (16 occurrences)\n",
            "traine -> ['47201'] (1 occurrences)\n",
            "trainer -> ['45068', '46743'] (2 occurrences)\n",
            "tram -> ['46907'] (1 occurrences)\n",
            "tran -> ['48005'] (1 occurrences)\n",
            "transact -> ['44974', '45794', '46080', '47237', '47471'] (5 occurrences)\n",
            "transcrowdfund -> ['47115'] (1 occurrences)\n",
            "transfer -> ['47797', '48169'] (2 occurrences)\n",
            "transform -> ['46327'] (1 occurrences)\n",
            "transgen -> ['47556'] (1 occurrences)\n",
            "transgend -> ['47930'] (1 occurrences)\n",
            "translat -> ['46815'] (1 occurrences)\n",
            "transmiss -> ['45724', '46348', '47347', '48235'] (4 occurrences)\n",
            "transmit -> ['46995', '47364', '47625', '47668', '48677'] (5 occurrences)\n",
            "transmitt -> ['45074'] (1 occurrences)\n",
            "transpar -> ['46534', '46706', '46748'] (3 occurrences)\n",
            "transpo -> ['48504'] (1 occurrences)\n",
            "transport -> ['44993', '45048', '45753', '45774', '46162', '46388', '46572', '46847', '46969', '47074', '47343', '47605', '47743', '48639'] (14 occurrences)\n",
            "trap -> ['46795'] (1 occurrences)\n",
            "trash -> ['45210', '45635', '47733'] (3 occurrences)\n",
            "traurig -> ['48726'] (1 occurrences)\n",
            "travel -> ['44968', '45007', '45011', '45015', '45016', '45157', '45164', '45177', '45246', '45341', '45450', '45469', '45497', '45502', '45564', '45578', '45590', '45616', '45677', '45693', '45696', '45875', '45907', '45911', '46013', '46286', '46328', '46783', '46847', '46878', '46915', '46956', '46978', '46980', '47045', '47114', '47144', '47160', '47227', '47397', '47550', '47756', '47924', '48024', '48088', '48116', '48181', '48244', '48326', '48452', '48492', '48525', '48685'] (53 occurrences)\n",
            "travelban -> ['46387', '47452'] (2 occurrences)\n",
            "travelzoo -> ['46448'] (1 occurrences)\n",
            "treadmil -> ['47353'] (1 occurrences)\n",
            "treat -> ['45005', '45628', '46148', '46244', '46797', '46984', '47149', '47640', '48440', '48581', '48622'] (11 occurrences)\n",
            "treatment -> ['45472', '45629', '46313', '46430', '46498', '46784', '48609', '48631'] (8 occurrences)\n",
            "trebl -> ['44960'] (1 occurrences)\n",
            "tree -> ['47568'] (1 occurrences)\n",
            "tremend -> ['47999'] (1 occurrences)\n",
            "trend -> ['44953', '45203', '45452', '46001', '46366', '46742', '47207', '47518', '48382', '48426', '48681', '48728'] (12 occurrences)\n",
            "trendi -> ['47207'] (1 occurrences)\n",
            "treviso -> ['45855'] (1 occurrences)\n",
            "trevor -> ['45089'] (1 occurrences)\n",
            "treydwag2020 -> ['47034'] (1 occurrences)\n",
            "tri -> ['45363', '45577', '46442', '46510', '46717', '47250', '47534', '47647', '48060'] (9 occurrences)\n",
            "trial -> ['45227', '48370'] (2 occurrences)\n",
            "tribelaw -> ['47705'] (1 occurrences)\n",
            "tribut -> ['47256'] (1 occurrences)\n",
            "trick -> ['45568'] (1 occurrences)\n",
            "trigger -> ['45709', '46166', '47246', '47778'] (4 occurrences)\n",
            "trilion -> ['46370'] (1 occurrences)\n",
            "trillion -> ['45311', '45576', '45629', '45648', '46111', '46947', '47910', '47975', '48146', '48510'] (10 occurrences)\n",
            "trip -> ['45196', '45315', '45443', '45556', '45607', '45776', '45858', '46121', '46190', '46202', '46431', '46581', '46768', '46773', '46810', '46868', '46872', '47260', '47441', '47461', '47464', '47535', '47823', '47829', '47966', '48326', '48441', '48717'] (28 occurrences)\n",
            "tripl -> ['46250', '46712', '48357'] (3 occurrences)\n",
            "trish -> ['45414'] (1 occurrences)\n",
            "trishreg -> ['45414'] (1 occurrences)\n",
            "trivial -> ['47852'] (1 occurrences)\n",
            "troak -> ['48136'] (1 occurrences)\n",
            "troll -> ['47052', '47765'] (2 occurrences)\n",
            "trollei -> ['45355', '45412', '45475', '46641', '47509', '47704', '47850', '48170', '48178', '48490'] (10 occurrences)\n",
            "trolli -> ['45603'] (1 occurrences)\n",
            "trollingforgood -> ['45348'] (1 occurrences)\n",
            "trophi -> ['45188', '46039'] (2 occurrences)\n",
            "troubl -> ['47490', '47653'] (2 occurrences)\n",
            "trspartyonlin -> ['45197'] (1 occurrences)\n",
            "truck -> ['45677', '45936', '46322', '47407', '47519', '48076', '48623'] (7 occurrences)\n",
            "trucker -> ['45068', '45266', '46737'] (3 occurrences)\n",
            "truckload -> ['48305'] (1 occurrences)\n",
            "trudeau -> ['46156', '47788'] (2 occurrences)\n",
            "true -> ['45618', '45959', '46374', '46457', '47094', '47426', '48147', '48742'] (8 occurrences)\n",
            "truli -> ['46095', '46762', '47057', '47407'] (4 occurrences)\n",
            "trump -> ['44967', '44992', '45020', '45056', '45083', '45181', '45349', '45385', '45393', '45410', '45431', '45497', '45521', '45531', '45538', '45612', '45629', '45873', '45910', '46111', '46144', '46337', '46412', '46413', '46547', '46584', '46655', '46713', '46786', '46795', '46906', '46926', '47265', '47415', '47641', '47773', '47838', '48032', '48060', '48182', '48185', '48283', '48554', '48611'] (44 occurrences)\n",
            "trump2020 -> ['45410', '45910', '47050', '47181', '48032'] (5 occurrences)\n",
            "trump2020landslid -> ['47641'] (1 occurrences)\n",
            "trumpaddress -> ['45478', '46547'] (2 occurrences)\n",
            "trumpcrash -> ['45771'] (1 occurrences)\n",
            "trumpdem -> ['45036', '45037', '45181'] (3 occurrences)\n",
            "trumpet -> ['46086'] (1 occurrences)\n",
            "trumpisafuckingidiot -> ['47694'] (1 occurrences)\n",
            "trumpisamoron -> ['45771'] (1 occurrences)\n",
            "trumpisanidiot -> ['45771'] (1 occurrences)\n",
            "trumpplagu -> ['47521', '47950', '48032'] (3 occurrences)\n",
            "trumppress -> ['46655'] (1 occurrences)\n",
            "trumppressconfer -> ['46450', '47670'] (2 occurrences)\n",
            "trumpresign -> ['45393'] (1 occurrences)\n",
            "trumpspeech -> ['46655'] (1 occurrences)\n",
            "trumpsugar -> ['48148'] (1 occurrences)\n",
            "trumptrain -> ['47641'] (1 occurrences)\n",
            "trumpviru -> ['46260', '46926', '47641', '48032'] (4 occurrences)\n",
            "trusselltrust -> ['45006', '45062', '47071', '47472', '48001'] (5 occurrences)\n",
            "trust -> ['45530', '45586', '45832', '45970', '45978', '46338', '46449', '46655', '46694', '46752', '47220', '47507', '47828', '47873', '47985', '48681'] (16 occurrences)\n",
            "trusteddata -> ['45038'] (1 occurrences)\n",
            "truth -> ['47011', '47807'] (2 occurrences)\n",
            "trvling -> ['45772'] (1 occurrences)\n",
            "trx -> ['47693'] (1 occurrences)\n",
            "try -> ['44964', '45048', '45067', '45151', '45394', '45413', '45442', '45516', '45532', '45599', '45664', '45831', '45853', '45883', '45915', '45922', '45952', '45985', '46059', '46070', '46190', '46209', '46259', '46285', '46380', '46390', '46427', '46448', '46463', '46481', '46515', '46542', '46577', '46652', '46740', '46768', '46810', '46827', '46882', '46935', '47014', '47026', '47033', '47176', '47178', '47269', '47340', '47372', '47382', '47484', '47563', '47573', '47579', '47638', '47650', '47678', '47712', '47800', '47986', '48018', '48054', '48065', '48070', '48154', '48193', '48194', '48195', '48210', '48238', '48335', '48371', '48428', '48437', '48439', '48515', '48543', '48576', '48589', '48622', '48645', '48666', '48670'] (82 occurrences)\n",
            "ts -> ['45139', '47313', '47737'] (3 occurrences)\n",
            "tsla -> ['45478'] (1 occurrences)\n",
            "tst4vjhbu4 -> ['48747'] (1 occurrences)\n",
            "tti -> ['47913'] (1 occurrences)\n",
            "tu -> ['48749'] (1 occurrences)\n",
            "tube -> ['45301'] (1 occurrences)\n",
            "tuckercarlson -> ['47018'] (1 occurrences)\n",
            "tuecymhmvf -> ['48596'] (1 occurrences)\n",
            "tuesdai -> ['48022', '48174', '48187', '48442'] (4 occurrences)\n",
            "tuition -> ['47129'] (1 occurrences)\n",
            "tuiuk -> ['46282'] (1 occurrences)\n",
            "tulkoff -> ['46986'] (1 occurrences)\n",
            "tullowoilplc -> ['46763'] (1 occurrences)\n",
            "tum -> ['48612'] (1 occurrences)\n",
            "tumbl -> ['45497'] (1 occurrences)\n",
            "tuna -> ['46392', '46926', '46985', '47099', '47383', '47827', '48066'] (7 occurrences)\n",
            "tune -> ['46545', '46963', '48047'] (3 occurrences)\n",
            "tunisia -> ['46007'] (1 occurrences)\n",
            "turd -> ['48245'] (1 occurrences)\n",
            "turkai -> ['47388'] (1 occurrences)\n",
            "turkei -> ['45327', '45489', '45887', '46748', '47321', '47913'] (6 occurrences)\n",
            "turkish -> ['45084'] (1 occurrences)\n",
            "turmer -> ['45772'] (1 occurrences)\n",
            "turmoil -> ['45597', '48401'] (2 occurrences)\n",
            "turn -> ['44954', '44966', '44973', '44979', '45118', '45287', '45672', '45717', '45795', '45961', '45990', '46017', '46264', '46464', '46613', '46705', '46936', '47519', '47694', '48016', '48065', '48100', '48362', '48637'] (24 occurrences)\n",
            "tutapatana -> ['48638'] (1 occurrences)\n",
            "tuyhtvriog -> ['46219'] (1 occurrences)\n",
            "tv -> ['45009', '45177', '45780', '45911', '46040', '46783', '46840', '47006', '47130', '47160', '47428', '47471', '47497', '47620', '47767', '47852', '48061', '48093', '48379', '48438', '48603'] (21 occurrences)\n",
            "tvxv872zdj -> ['45407'] (1 occurrences)\n",
            "tw5ubx6kjz -> ['46011'] (1 occurrences)\n",
            "twat -> ['45255'] (1 occurrences)\n",
            "twatfk1q4f -> ['46087'] (1 occurrences)\n",
            "tweet -> ['45286', '45681', '45682', '45916', '45970', '46077', '46530', '46548', '46647', '46814', '47052', '47208', '47240', '47545', '47560', '47731', '47732', '47951', '48067', '48317', '48669'] (21 occurrences)\n",
            "twenti -> ['44961'] (1 occurrences)\n",
            "twice -> ['44960', '45068', '45120', '45383', '47224', '48078', '48137'] (7 occurrences)\n",
            "twin -> ['45076', '45445'] (2 occurrences)\n",
            "twist -> ['46401', '48015'] (2 occurrences)\n",
            "twistagirl1958 -> ['48148'] (1 occurrences)\n",
            "twitter -> ['44961', '45932', '46316', '46507', '48051', '48251', '48294'] (7 occurrences)\n",
            "twitteroftim -> ['47724'] (1 occurrences)\n",
            "twix -> ['45778'] (1 occurrences)\n",
            "twkyxrdfow -> ['45024'] (1 occurrences)\n",
            "twscaferva -> ['48216'] (1 occurrences)\n",
            "twvffnpock -> ['47770'] (1 occurrences)\n",
            "tx -> ['47868', '48551'] (2 occurrences)\n",
            "txnid -> ['45239'] (1 occurrences)\n",
            "tylenol -> ['45351', '45879'] (2 occurrences)\n",
            "type -> ['46049', '46209', '46634', '46935', '47196', '47349'] (6 occurrences)\n",
            "typic -> ['45230', '45915', '45959', '46687', '46751', '47410', '48352'] (7 occurrences)\n",
            "typist -> ['47092'] (1 occurrences)\n",
            "tyrant -> ['45757'] (1 occurrences)\n",
            "tystaketodai -> ['46990'] (1 occurrences)\n",
            "tywfwq1nqz -> ['47633'] (1 occurrences)\n",
            "tzyj2kwjp7 -> ['45048'] (1 occurrences)\n",
            "tzz09xjz4l -> ['46173'] (1 occurrences)\n",
            "u2gaisnfxn -> ['45644'] (1 occurrences)\n",
            "u5my2w9plx -> ['47479'] (1 occurrences)\n",
            "u5pqobjdrf -> ['46364'] (1 occurrences)\n",
            "u6es4wiji -> ['47270'] (1 occurrences)\n",
            "u8eccfeoz -> ['45139'] (1 occurrences)\n",
            "u94eiqyvqf -> ['47640'] (1 occurrences)\n",
            "u9xo3i1hwh -> ['45745'] (1 occurrences)\n",
            "u9y3obxje7 -> ['46630'] (1 occurrences)\n",
            "uagpogjbql -> ['45782'] (1 occurrences)\n",
            "uaq3jyq7na -> ['46910'] (1 occurrences)\n",
            "uawxzqde9a -> ['46138'] (1 occurrences)\n",
            "ubc -> ['46737', '47555', '47930'] (3 occurrences)\n",
            "uber -> ['45065', '45774', '48480', '48503', '48595'] (5 occurrences)\n",
            "ubi -> ['47306', '47874'] (2 occurrences)\n",
            "ubid -> ['46817'] (1 occurrences)\n",
            "ubiquit -> ['47826'] (1 occurrences)\n",
            "ubo -> ['45768'] (1 occurrences)\n",
            "ubpw7mr4eg -> ['48371'] (1 occurrences)\n",
            "ucceioy6qk -> ['48736'] (1 occurrences)\n",
            "uccoj2wrhl -> ['48352'] (1 occurrences)\n",
            "ucla -> ['47873'] (1 occurrences)\n",
            "ucsf -> ['46815'] (1 occurrences)\n",
            "ucv82rkrbt -> ['45292'] (1 occurrences)\n",
            "ucwh1g2dfo -> ['45510'] (1 occurrences)\n",
            "udchcod4r3 -> ['48391'] (1 occurrences)\n",
            "udi4pyuldh -> ['45064'] (1 occurrences)\n",
            "udisdvqux -> ['46318'] (1 occurrences)\n",
            "udt4ag5toz -> ['48531'] (1 occurrences)\n",
            "udumrdoyp9 -> ['46689'] (1 occurrences)\n",
            "uen7ui8szh -> ['47282'] (1 occurrences)\n",
            "uf -> ['44965', '45047', '47510'] (3 occurrences)\n",
            "ufazj8lsen -> ['46941'] (1 occurrences)\n",
            "ufkzra3hyj -> ['48270'] (1 occurrences)\n",
            "ug -> ['48528'] (1 occurrences)\n",
            "ugaj0xbhgz -> ['46480'] (1 occurrences)\n",
            "ugh -> ['45147', '45286', '47010'] (3 occurrences)\n",
            "ugli -> ['46486'] (1 occurrences)\n",
            "ugwmqbtgbj -> ['45310'] (1 occurrences)\n",
            "uh -> ['46241'] (1 occurrences)\n",
            "uhaul -> ['47738'] (1 occurrences)\n",
            "uhfhgmcewi -> ['45561'] (1 occurrences)\n",
            "uhfmqpzwat -> ['45113'] (1 occurrences)\n",
            "uhmm -> ['47588'] (1 occurrences)\n",
            "uhmtcadl78 -> ['48246'] (1 occurrences)\n",
            "uhurukenyatta -> ['45335', '45343'] (2 occurrences)\n",
            "uhyd4dxigp -> ['48151'] (1 occurrences)\n",
            "ui -> ['44982'] (1 occurrences)\n",
            "uie -> ['46798'] (1 occurrences)\n",
            "uiyysvsc1x -> ['45820'] (1 occurrences)\n",
            "ujhbogcp2i -> ['48693'] (1 occurrences)\n",
            "ujimsf7jd4 -> ['45199'] (1 occurrences)\n",
            "ujwufaal3b -> ['45148'] (1 occurrences)\n",
            "uk -> ['44988', '45043', '45044', '45062', '45112', '45126', '45241', '45438', '45750', '45822', '45835', '45895', '45914', '45941', '45959', '45982', '46294', '46468', '46473', '46590', '47024', '47044', '47081', '47118', '47119', '47120', '47179', '47423', '47530', '47554', '47812', '47871', '47884', '47920', '47946', '48024', '48334', '48380', '48663', '48712'] (40 occurrences)\n",
            "uk2i3tgwbb -> ['47904'] (1 occurrences)\n",
            "ukchang -> ['48563'] (1 occurrences)\n",
            "ukcoronaviru -> ['46294', '46295', '46642', '47183', '47244', '47302'] (6 occurrences)\n",
            "ukrain -> ['47853'] (1 occurrences)\n",
            "ul -> ['47276'] (1 occurrences)\n",
            "uldw7iqpy0 -> ['46724'] (1 occurrences)\n",
            "ulricshannon -> ['48327'] (1 occurrences)\n",
            "ulta -> ['47885'] (1 occurrences)\n",
            "ultim -> ['46700', '48357'] (2 occurrences)\n",
            "ultimatepoolservic -> ['47689'] (1 occurrences)\n",
            "ultraviolet -> ['47624'] (1 occurrences)\n",
            "um -> ['45960', '46172', '48422'] (3 occurrences)\n",
            "um0upy0c7j -> ['45165'] (1 occurrences)\n",
            "umchuancnl -> ['46474'] (1 occurrences)\n",
            "umm -> ['48415'] (1 occurrences)\n",
            "ums0tklb34 -> ['46983'] (1 occurrences)\n",
            "umw1d8brhh -> ['46057'] (1 occurrences)\n",
            "umwvgum0n5 -> ['46254'] (1 occurrences)\n",
            "un20xdxsjp -> ['48626'] (1 occurrences)\n",
            "un4paqviyg -> ['46041'] (1 occurrences)\n",
            "unabl -> ['45163', '45222', '45434', '45628', '46529', '48005', '48487'] (7 occurrences)\n",
            "unaccept -> ['45807'] (1 occurrences)\n",
            "unaffect -> ['47129'] (1 occurrences)\n",
            "unapprov -> ['47640'] (1 occurrences)\n",
            "unavail -> ['46781', '47914'] (2 occurrences)\n",
            "unawar -> ['46894'] (1 occurrences)\n",
            "unbeliev -> ['44963', '45429', '46787'] (3 occurrences)\n",
            "unboth -> ['47482'] (1 occurrences)\n",
            "uncal -> ['47545'] (1 occurrences)\n",
            "uncertain -> ['45993', '46169', '47507', '47713', '47958', '48314', '48434'] (7 occurrences)\n",
            "uncertainti -> ['45024', '45387', '45423', '46309', '46632', '46809', '46928', '47841', '48282', '48326', '48540', '48678', '48705'] (13 occurrences)\n",
            "unchang -> ['47689'] (1 occurrences)\n",
            "unchart -> ['47529'] (1 occurrences)\n",
            "uncl -> ['47092'] (1 occurrences)\n",
            "unclear -> ['46748'] (1 occurrences)\n",
            "unconcern -> ['47044'] (1 occurrences)\n",
            "uncondit -> ['48319'] (1 occurrences)\n",
            "uncov -> ['46001'] (1 occurrences)\n",
            "uncqgoaigt -> ['45094'] (1 occurrences)\n",
            "uncut -> ['47145'] (1 occurrences)\n",
            "underestim -> ['45563', '46288'] (2 occurrences)\n",
            "underground -> ['48191'] (1 occurrences)\n",
            "underinsur -> ['45756'] (1 occurrences)\n",
            "underli -> ['45516', '48629'] (2 occurrences)\n",
            "undermin -> ['47800', '48098'] (2 occurrences)\n",
            "understand -> ['45066', '45103', '45215', '45350', '45447', '45454', '45714', '45918', '46022', '46102', '46128', '46327', '46469', '46484', '46522', '46552', '46702', '46733', '46914', '47057', '47077', '47283', '47308', '47507', '47514', '47582', '47597', '47757', '47777', '47825', '47847', '47922', '48330', '48413', '48608', '48610', '48676'] (37 occurrences)\n",
            "underwai -> ['46375', '46426', '48376'] (3 occurrences)\n",
            "underwear -> ['47190'] (1 occurrences)\n",
            "undilut -> ['45884'] (1 occurrences)\n",
            "uneas -> ['47792'] (1 occurrences)\n",
            "uneduc -> ['46408'] (1 occurrences)\n",
            "uneizz7grh -> ['46313'] (1 occurrences)\n",
            "unelect -> ['45119'] (1 occurrences)\n",
            "unemploi -> ['45756'] (1 occurrences)\n",
            "unemploy -> ['44982', '45258', '45576', '45629', '45919', '45955', '46031', '46268', '46424', '46489', '46495', '46574', '46620', '46709', '47062', '47064', '47291', '47584', '48153', '48264', '48694'] (21 occurrences)\n",
            "uneth -> ['45360', '48451'] (2 occurrences)\n",
            "unexpect -> ['46275'] (1 occurrences)\n",
            "unexpectedli -> ['45106', '45379', '45677'] (3 occurrences)\n",
            "unfair -> ['45268'] (1 occurrences)\n",
            "unfold -> ['45030', '47198'] (2 occurrences)\n",
            "unforese -> ['48147'] (1 occurrences)\n",
            "unfortun -> ['45440', '45521', '46369', '46456', '47127', '48025', '48032'] (7 occurrences)\n",
            "unfriendli -> ['47476'] (1 occurrences)\n",
            "unhealthi -> ['47418', '48086', '48109'] (3 occurrences)\n",
            "unhumanright -> ['48327'] (1 occurrences)\n",
            "uni -> ['44989'] (1 occurrences)\n",
            "unibail -> ['48530'] (1 occurrences)\n",
            "unicorn -> ['47118'] (1 occurrences)\n",
            "unifiedcommerc -> ['45296'] (1 occurrences)\n",
            "unilater -> ['47114'] (1 occurrences)\n",
            "unilev -> ['47812'] (1 occurrences)\n",
            "uninsur -> ['45472', '47990'] (2 occurrences)\n",
            "unintention -> ['45370'] (1 occurrences)\n",
            "uninterrupt -> ['48580'] (1 occurrences)\n",
            "union -> ['44989', '45525', '46222', '46718', '47871', '48174', '48432', '48527'] (8 occurrences)\n",
            "uniqlo -> ['45111'] (1 occurrences)\n",
            "uniqu -> ['45801', '46922'] (2 occurrences)\n",
            "uniraq -> ['48327'] (1 occurrences)\n",
            "unit -> ['45998', '47215', '47435', '47476', '47559', '47799', '47857', '47894', '48181', '48609'] (10 occurrences)\n",
            "unitedkingdom -> ['47207'] (1 occurrences)\n",
            "unitedst -> ['46769', '46812'] (2 occurrences)\n",
            "univ -> ['45511'] (1 occurrences)\n",
            "univers -> ['45018', '45075', '45181', '45264', '45511', '45646', '46640', '47797', '48126', '48371', '48742'] (11 occurrences)\n",
            "unkl -> ['47240'] (1 occurrences)\n",
            "unknown -> ['45216', '45887', '48252'] (3 occurrences)\n",
            "unlead -> ['46403'] (1 occurrences)\n",
            "unleash -> ['47900'] (1 occurrences)\n",
            "unlik -> ['45406', '46763'] (2 occurrences)\n",
            "unlimit -> ['46844', '48346', '48435'] (3 occurrences)\n",
            "unload -> ['46755', '47490'] (2 occurrences)\n",
            "unmatch -> ['45732'] (1 occurrences)\n",
            "unnecessari -> ['45007', '45657', '45929', '46180', '46354', '46532', '47313', '47423', '48147', '48296'] (10 occurrences)\n",
            "unnecessarili -> ['47123'] (1 occurrences)\n",
            "unopen -> ['46485'] (1 occurrences)\n",
            "unorthodox -> ['48447'] (1 occurrences)\n",
            "unpafrank -> ['46148'] (1 occurrences)\n",
            "unparallel -> ['47552', '48496'] (2 occurrences)\n",
            "unpreced -> ['46262', '48647'] (2 occurrences)\n",
            "unprepar -> ['47935'] (1 occurrences)\n",
            "unprepared -> ['48150'] (1 occurrences)\n",
            "unreal -> ['45803', '45952', '46467', '48128'] (4 occurrences)\n",
            "unreason -> ['47362'] (1 occurrences)\n",
            "unreli -> ['45806'] (1 occurrences)\n",
            "unrkvotgfn -> ['48703'] (1 occurrences)\n",
            "unsaf -> ['46649', '47797'] (2 occurrences)\n",
            "unscath -> ['47195'] (1 occurrences)\n",
            "unsettl -> ['46003', '48716'] (2 occurrences)\n",
            "unsuccessfulli -> ['46273'] (1 occurrences)\n",
            "unsurprisingli -> ['48362'] (1 occurrences)\n",
            "until -> ['47928'] (1 occurrences)\n",
            "untold -> ['48161'] (1 occurrences)\n",
            "untouch -> ['46256'] (1 occurrences)\n",
            "untreat -> ['46976'] (1 occurrences)\n",
            "untvy8l2gc -> ['47892'] (1 occurrences)\n",
            "unugilczjg -> ['45387'] (1 occurrences)\n",
            "unusu -> ['45571', '45589', '48585'] (3 occurrences)\n",
            "unverifi -> ['45462'] (1 occurrences)\n",
            "unwarr -> ['48512'] (1 occurrences)\n",
            "unwel -> ['46999'] (1 occurrences)\n",
            "unwil -> ['46726'] (1 occurrences)\n",
            "uo -> ['45822'] (1 occurrences)\n",
            "uohvcepkio -> ['45425'] (1 occurrences)\n",
            "uom -> ['46331'] (1 occurrences)\n",
            "uouyufjryw -> ['45030'] (1 occurrences)\n",
            "uoyprqisvr -> ['47190'] (1 occurrences)\n",
            "up4t8cifff -> ['45478'] (1 occurrences)\n",
            "upayasv -> ['45093'] (1 occurrences)\n",
            "upcom -> ['45716', '47116'] (2 occurrences)\n",
            "updat -> ['45030', '45039', '45104', '45127', '45161', '45502', '45581', '45623', '45633', '45768', '46138', '46192', '46221', '46314', '46358', '46397', '46447', '46535', '46616', '46800', '46821', '46986', '47003', '47254', '47289', '47510', '47797', '47847', '47904', '48014', '48030', '48210', '48274', '48320', '48347', '48359', '48360', '48370', '48421', '48437', '48452', '48514', '48557', '48570', '48580', '48584', '48585', '48608', '48679'] (49 occurrences)\n",
            "upgrad -> ['47317'] (1 occurrences)\n",
            "uplift -> ['45641'] (1 occurrences)\n",
            "upload -> ['48379'] (1 occurrences)\n",
            "upper -> ['46705', '47952', '48415'] (3 occurrences)\n",
            "uppsala -> ['48416'] (1 occurrences)\n",
            "upset -> ['46713'] (1 occurrences)\n",
            "upshot -> ['45859'] (1 occurrences)\n",
            "upsid -> ['46318', '46378', '46520', '46745', '47250'] (5 occurrences)\n",
            "upto -> ['45509', '47722'] (2 occurrences)\n",
            "uq5uqhrxgn -> ['46861'] (1 occurrences)\n",
            "uqj21nisza -> ['46570'] (1 occurrences)\n",
            "ur -> ['45110', '45112', '45214', '45220', '45346', '45633', '45893', '46043', '46876', '47072', '47320', '47402', '47558', '47989', '48458', '48465', '48688'] (17 occurrences)\n",
            "urban -> ['47811', '47830', '48647'] (3 occurrences)\n",
            "urbanoutfitt -> ['48063', '48493', '48593', '48594'] (4 occurrences)\n",
            "urbn -> ['48059'] (1 occurrences)\n",
            "urcqdfgvth -> ['47816'] (1 occurrences)\n",
            "urg -> ['45012', '45294', '45498', '45506', '46729', '47234', '47278', '47631', '47777', '47797', '47870', '47886', '47897', '47979', '47986', '48020', '48223', '48332', '48448', '48491', '48687'] (21 occurrences)\n",
            "urgenc -> ['45048', '46855', '46905', '47390', '48565'] (5 occurrences)\n",
            "urgent -> ['46927', '47035', '47115', '47269', '47834', '47916'] (6 occurrences)\n",
            "uro4x6nutm -> ['46915'] (1 occurrences)\n",
            "urself -> ['47237'] (1 occurrences)\n",
            "us -> ['45119', '45360', '45401', '45567', '45598', '45606', '45772', '46749', '46784', '46803', '46815', '46913', '47028', '47451', '47472', '47794', '47875', '48076', '48140', '48156', '48196', '48281', '48616', '48674'] (24 occurrences)\n",
            "usa -> ['44980', '45008', '45033', '45354', '45499', '45617', '45661', '45700', '45939', '46040', '46315', '46458', '46639', '46803', '47000', '47157', '47247', '47969', '48450'] (19 occurrences)\n",
            "usag -> ['45277', '47941'] (2 occurrences)\n",
            "usatodai -> ['47264'] (1 occurrences)\n",
            "usda -> ['45522', '45734'] (2 occurrences)\n",
            "usedgov -> ['47644'] (1 occurrences)\n",
            "uselections2020 -> ['45024'] (1 occurrences)\n",
            "useless -> ['45029', '45137', '46808'] (3 occurrences)\n",
            "useloom -> ['46067'] (1 occurrences)\n",
            "user -> ['45253', '48007', '48750'] (3 occurrences)\n",
            "usgdp -> ['48417'] (1 occurrences)\n",
            "usin -> ['45884'] (1 occurrences)\n",
            "usnationalguard -> ['47586'] (1 occurrences)\n",
            "usovjjggqa -> ['47669'] (1 occurrences)\n",
            "ussanct -> ['48106'] (1 occurrences)\n",
            "ust -> ['46032'] (1 occurrences)\n",
            "usual -> ['44979', '45489', '45646', '45742', '45976', '46088', '46442', '46682', '46797', '46852', '46965', '47071', '47174', '47560', '47652', '47789', '47796', '47828', '48357', '48413', '48414', '48538', '48552', '48580'] (24 occurrences)\n",
            "utah -> ['46028'] (1 occurrences)\n",
            "util -> ['45143', '45309', '46309', '46931'] (4 occurrences)\n",
            "utmost -> ['45048'] (1 occurrences)\n",
            "utoxz1qhaz -> ['45627'] (1 occurrences)\n",
            "utterli -> ['47820', '47992'] (2 occurrences)\n",
            "utxynbxli -> ['46254'] (1 occurrences)\n",
            "uv -> ['46777'] (1 occurrences)\n",
            "uv1apq6ic8 -> ['47585'] (1 occurrences)\n",
            "uv6svlcwht -> ['45971'] (1 occurrences)\n",
            "uvic -> ['46737', '47555', '47930'] (3 occurrences)\n",
            "uvrh6qow5o -> ['47884'] (1 occurrences)\n",
            "uvxi -> ['45478'] (1 occurrences)\n",
            "uw1yhevbnw -> ['47460'] (1 occurrences)\n",
            "uwkiur4uhk -> ['46315'] (1 occurrences)\n",
            "uwlnakda6r -> ['45422'] (1 occurrences)\n",
            "uwroyegbbc -> ['48338'] (1 occurrences)\n",
            "uxzacfj6or -> ['48584'] (1 occurrences)\n",
            "uyfluahewk -> ['46890'] (1 occurrences)\n",
            "uyjgtkmyyv -> ['46502'] (1 occurrences)\n",
            "v079tnvob7 -> ['48595'] (1 occurrences)\n",
            "v0ixtkiodi -> ['46089'] (1 occurrences)\n",
            "v1sx24pk9a -> ['48035'] (1 occurrences)\n",
            "v1trbxxrcu -> ['46304'] (1 occurrences)\n",
            "v5wejrth8k -> ['46017'] (1 occurrences)\n",
            "v6skbm9hai -> ['47894'] (1 occurrences)\n",
            "v6tbe3ay7o -> ['46106'] (1 occurrences)\n",
            "v7gazmpsd -> ['48418'] (1 occurrences)\n",
            "v902r8knxa -> ['48200'] (1 occurrences)\n",
            "v9mmsakyp3 -> ['47684'] (1 occurrences)\n",
            "va -> ['45621', '46927', '47411', '47442'] (4 occurrences)\n",
            "va07 -> ['47411'] (1 occurrences)\n",
            "vac -> ['47336'] (1 occurrences)\n",
            "vacant -> ['46930'] (1 occurrences)\n",
            "vacat -> ['45556', '47504', '47570', '48129', '48604'] (5 occurrences)\n",
            "vaccin -> ['45005', '46438', '46518', '46790', '47640', '47741', '48060', '48370', '48581', '48721'] (10 occurrences)\n",
            "valenzuela -> ['47855'] (1 occurrences)\n",
            "valhalla -> ['48239'] (1 occurrences)\n",
            "valid -> ['47733'] (1 occurrences)\n",
            "vallei -> ['46192', '46277', '46949', '48301'] (4 occurrences)\n",
            "valu -> ['45001', '45014', '45140', '45627', '45645', '46060', '46076', '46326', '46370', '47189', '47343', '47561', '47910', '47921', '48476', '48682'] (16 occurrences)\n",
            "valuabl -> ['46739', '47265'] (2 occurrences)\n",
            "van -> ['45219', '45677'] (2 occurrences)\n",
            "vanakkam -> ['47745'] (1 occurrences)\n",
            "vancouv -> ['47555', '48068', '48202', '48250'] (4 occurrences)\n",
            "vanier -> ['47238'] (1 occurrences)\n",
            "vaniti -> ['47080'] (1 occurrences)\n",
            "vantageanalysi -> ['47003'] (1 occurrences)\n",
            "varieti -> ['45661', '45732', '46379', '47524', '47525', '48078'] (6 occurrences)\n",
            "vastli -> ['48191'] (1 occurrences)\n",
            "vbcdjegvd6 -> ['48112'] (1 occurrences)\n",
            "vc -> ['45495'] (1 occurrences)\n",
            "vdagt45iq1 -> ['47435', '47436'] (2 occurrences)\n",
            "vdvag5pg5z -> ['46536'] (1 occurrences)\n",
            "vdwth1nnz3 -> ['45519'] (1 occurrences)\n",
            "ve -> ['44978', '44988', '45020', '45034', '45068', '45144', '45146', '45180', '45280', '45281', '45340', '45355', '45364', '45368', '45373', '45427', '45431', '45448', '45485', '45514', '45575', '45703', '45720', '45765', '45826', '45838', '45843', '45862', '45881', '45976', '45990', '46001', '46003', '46038', '46066', '46074', '46080', '46132', '46152', '46157', '46208', '46213', '46225', '46276', '46328', '46401', '46507', '46520', '46529', '46644', '46716', '46724', '46737', '46755', '46807', '46819', '46823', '46867', '46930', '46948', '47003', '47011', '47026', '47051', '47094', '47101', '47105', '47110', '47136', '47205', '47215', '47216', '47260', '47311', '47319', '47355', '47381', '47383', '47394', '47442', '47454', '47474', '47512', '47536', '47543', '47548', '47554', '47560', '47562', '47563', '47607', '47641', '47669', '47678', '47711', '47823', '47908', '47938', '47950', '47958', '47966', '47971', '47994', '47998', '48042', '48064', '48094', '48154', '48171', '48192', '48210', '48319', '48356', '48383', '48413', '48414', '48457', '48513', '48568', '48719', '48732', '48739'] (122 occurrences)\n",
            "veal -> ['47026'] (1 occurrences)\n",
            "vecrxs3yik -> ['48189'] (1 occurrences)\n",
            "vector -> ['48235'] (1 occurrences)\n",
            "vecvdfghc5 -> ['48366'] (1 occurrences)\n",
            "veg -> ['46895', '47526'] (2 occurrences)\n",
            "vega -> ['47297'] (1 occurrences)\n",
            "vegan -> ['46629', '46660', '47367', '47414', '47463', '48712'] (6 occurrences)\n",
            "veget -> ['45449', '45678', '45986', '46184', '46617', '46665', '46905', '46948', '47417', '47571', '48162', '48677'] (12 occurrences)\n",
            "vegetarian -> ['46629', '46660', '48229'] (3 occurrences)\n",
            "veggi -> ['45080', '45089', '46209', '46642'] (4 occurrences)\n",
            "vegi -> ['47417'] (1 occurrences)\n",
            "vehicl -> ['46395'] (1 occurrences)\n",
            "vendor -> ['45827', '46157', '46664', '46665', '47138', '47394', '47552', '47873', '48304'] (9 occurrences)\n",
            "venezuela -> ['45076', '47519'] (2 occurrences)\n",
            "venezuelan -> ['45709'] (1 occurrences)\n",
            "venmo -> ['45802', '46881', '47115'] (3 occurrences)\n",
            "ventil -> ['46557'] (1 occurrences)\n",
            "ventur -> ['45043', '45059', '47734'] (3 occurrences)\n",
            "venu -> ['47011'] (1 occurrences)\n",
            "vera -> ['45377', '46765'] (2 occurrences)\n",
            "verbal -> ['47545'] (1 occurrences)\n",
            "verdict -> ['48292'] (1 occurrences)\n",
            "verg -> ['45719', '46284'] (2 occurrences)\n",
            "verifi -> ['48114', '48158'] (2 occurrences)\n",
            "verili -> ['48680'] (1 occurrences)\n",
            "verl -> ['48726'] (1 occurrences)\n",
            "vermont -> ['45575'] (1 occurrences)\n",
            "veronica -> ['47129'] (1 occurrences)\n",
            "version -> ['45226', '45931', '47127', '47645', '48031', '48480'] (6 occurrences)\n",
            "vet -> ['44993'] (1 occurrences)\n",
            "veteran -> ['45266', '46737', '47881'] (3 occurrences)\n",
            "vfrcauhndd -> ['45116'] (1 occurrences)\n",
            "vfxxogwzkq -> ['45764'] (1 occurrences)\n",
            "vgf7vwccyj -> ['48677'] (1 occurrences)\n",
            "vgisdn7f5m -> ['45825'] (1 occurrences)\n",
            "vhme9azk3k -> ['47665'] (1 occurrences)\n",
            "vhnx1rjwtq -> ['48691'] (1 occurrences)\n",
            "viabl -> ['45154'] (1 occurrences)\n",
            "vial -> ['47435'] (1 occurrences)\n",
            "vibe -> ['48176'] (1 occurrences)\n",
            "vibrat -> ['46144'] (1 occurrences)\n",
            "vic -> ['48028'] (1 occurrences)\n",
            "vickymoorenew -> ['48703'] (1 occurrences)\n",
            "victim -> ['45474', '46491'] (2 occurrences)\n",
            "victori -> ['45191', '48239'] (2 occurrences)\n",
            "victoria -> ['45905', '47555'] (2 occurrences)\n",
            "victorian -> ['47384'] (1 occurrences)\n",
            "video -> ['44976', '45151', '45277', '45776', '45839', '45876', '46067', '46072', '46483', '46998', '47116', '47180', '47191', '47226', '47375', '47434', '47471', '48030', '48193', '48194', '48195', '48215', '48379', '48443', '48586', '48658'] (26 occurrences)\n",
            "videogam -> ['47778'] (1 occurrences)\n",
            "vietnam -> ['47113'] (1 occurrences)\n",
            "view -> ['45140', '45984', '47135', '48171', '48439'] (5 occurrences)\n",
            "viewer -> ['45070'] (1 occurrences)\n",
            "vigil -> ['45020', '45041', '45481', '46837', '47289'] (5 occurrences)\n",
            "vike -> ['47179'] (1 occurrences)\n",
            "vile -> ['48349'] (1 occurrences)\n",
            "villag -> ['47160', '48023', '48497'] (3 occurrences)\n",
            "vincentcrypt46 -> ['48184'] (1 occurrences)\n",
            "vineyard -> ['47978'] (1 occurrences)\n",
            "vintagebook -> ['45077', '45078'] (2 occurrences)\n",
            "violat -> ['47632'] (1 occurrences)\n",
            "violenc -> ['46712', '48635'] (2 occurrences)\n",
            "violent -> ['47951'] (1 occurrences)\n",
            "viral -> ['45796', '45898', '46805', '48031', '48317'] (5 occurrences)\n",
            "virgin -> ['46899'] (1 occurrences)\n",
            "virginia -> ['46162'] (1 occurrences)\n",
            "virologist -> ['46895'] (1 occurrences)\n",
            "virqnxgn6r -> ['46153'] (1 occurrences)\n",
            "virtual -> ['45093', '45200', '47226'] (3 occurrences)\n",
            "viru -> ['44980', '44990', '44997', '45004', '45008', '45070', '45154', '45180', '45182', '45189', '45248', '45262', '45305', '45315', '45336', '45381', '45396', '45481', '45529', '45544', '45565', '45569', '45570', '45594', '45626', '45637', '45677', '45700', '45773', '45782', '45811', '45825', '45836', '45838', '45887', '45895', '45939', '45950', '45962', '46021', '46063', '46154', '46161', '46275', '46302', '46305', '46312', '46314', '46317', '46319', '46332', '46348', '46362', '46379', '46383', '46395', '46409', '46432', '46481', '46538', '46565', '46580', '46595', '46662', '46667', '46781', '46804', '46842', '46845', '46862', '46869', '46950', '46956', '46992', '46995', '47007', '47009', '47021', '47030', '47037', '47090', '47108', '47153', '47167', '47208', '47238', '47298', '47304', '47324', '47337', '47405', '47406', '47424', '47435', '47464', '47473', '47500', '47514', '47523', '47552', '47625', '47637', '47665', '47678', '47720', '47741', '47773', '47774', '47808', '47866', '47879', '47896', '47925', '47929', '47937', '47979', '47984', '47994', '48002', '48005', '48018', '48045', '48061', '48070', '48167', '48172', '48183', '48188', '48231', '48336', '48350', '48377', '48405', '48443', '48458', '48519', '48565', '48590', '48592', '48606', '48616', '48626', '48637', '48653', '48682', '48684', '48685', '48691', '48707', '48714', '48722', '48749'] (152 occurrences)\n",
            "virus -> ['44991', '45177', '46308', '46783', '47237', '47756'] (6 occurrences)\n",
            "viruscontain -> ['45184'] (1 occurrences)\n",
            "viruscorona -> ['46337', '46412', '46413', '46728', '47838'] (5 occurrences)\n",
            "visa -> ['48226'] (1 occurrences)\n",
            "visibl -> ['48364'] (1 occurrences)\n",
            "vision -> ['45627'] (1 occurrences)\n",
            "visit -> ['44961', '45375', '45500', '45578', '45661', '45841', '46093', '46192', '46323', '46565', '46622', '46811', '46878', '46938', '46990', '47226', '47264', '47321', '47504', '47632', '47657', '47761', '47822', '47843', '47903', '48055', '48304', '48305', '48388', '48581', '48591', '48649', '48667', '48677'] (34 occurrences)\n",
            "visitor -> ['46871'] (1 occurrences)\n",
            "vistamal -> ['48368'] (1 occurrences)\n",
            "visual -> ['45709'] (1 occurrences)\n",
            "vit -> ['45552'] (1 occurrences)\n",
            "vital -> ['45524', '46190', '47299', '47578'] (4 occurrences)\n",
            "vitalfoodsuppli -> ['46488'] (1 occurrences)\n",
            "vitamin -> ['45104', '45122', '45195', '45206', '45932', '45978', '46378', '46561', '46592', '46737', '47555', '47782', '47930', '48137', '48163', '48544'] (16 occurrences)\n",
            "viva -> ['47933'] (1 occurrences)\n",
            "vivaalcaladehenar -> ['47891'] (1 occurrences)\n",
            "vivaespa -> ['47891'] (1 occurrences)\n",
            "vivamadrid -> ['47891'] (1 occurrences)\n",
            "vix -> ['48417'] (1 occurrences)\n",
            "vjxffvijfq -> ['48367'] (1 occurrences)\n",
            "vl -> ['45298'] (1 occurrences)\n",
            "vladar -> ['47798'] (1 occurrences)\n",
            "vladsavov -> ['46982'] (1 occurrences)\n",
            "vlklz3m07v -> ['48398'] (1 occurrences)\n",
            "vllqgi3r16 -> ['48746'] (1 occurrences)\n",
            "vlog -> ['45810'] (1 occurrences)\n",
            "vlogger -> ['45790'] (1 occurrences)\n",
            "vmmbdf8pbe -> ['47554'] (1 occurrences)\n",
            "vmpd5tue1i -> ['48205'] (1 occurrences)\n",
            "vn3l74z1qp -> ['48516', '48517'] (2 occurrences)\n",
            "vnbz2bdpf3 -> ['48622'] (1 occurrences)\n",
            "vod -> ['45298'] (1 occurrences)\n",
            "vodka -> ['46129', '46684', '46686'] (3 occurrences)\n",
            "vodmmdah6t -> ['48030'] (1 occurrences)\n",
            "vogu -> ['45698'] (1 occurrences)\n",
            "voic -> ['45230', '46782', '48180'] (3 occurrences)\n",
            "void -> ['45477'] (1 occurrences)\n",
            "voila -> ['46008'] (1 occurrences)\n",
            "volatil -> ['45968', '46763'] (2 occurrences)\n",
            "voldemort -> ['48726'] (1 occurrences)\n",
            "volta -> ['47131'] (1 occurrences)\n",
            "volum -> ['45287', '45936', '47290', '48449', '48560', '48658'] (6 occurrences)\n",
            "volunt -> ['46162', '46841', '46876', '47233', '47431', '48318', '48385', '48405', '48549', '48551', '48584', '48747'] (12 occurrences)\n",
            "voluntari -> ['47497'] (1 occurrences)\n",
            "von -> ['48221'] (1 occurrences)\n",
            "vosntefuev -> ['46875'] (1 occurrences)\n",
            "vostra -> ['46074'] (1 occurrences)\n",
            "vote -> ['44959', '46109', '46620', '46909', '47831', '47990', '48150'] (7 occurrences)\n",
            "voucher -> ['48023', '48633'] (2 occurrences)\n",
            "vp -> ['45181', '48182', '48712'] (3 occurrences)\n",
            "vpnlaq4nsu -> ['45946'] (1 occurrences)\n",
            "vps79hxom5 -> ['45851'] (1 occurrences)\n",
            "vq -> ['45221'] (1 occurrences)\n",
            "vqy5eipsg5 -> ['47951'] (1 occurrences)\n",
            "vr -> ['45839', '46621'] (2 occurrences)\n",
            "vrgf2hmtun -> ['48541'] (1 occurrences)\n",
            "vrsefbygu -> ['46963'] (1 occurrences)\n",
            "vt -> ['48174'] (1 occurrences)\n",
            "vt9v5obgzr -> ['47553'] (1 occurrences)\n",
            "vtteddybear -> ['47522'] (1 occurrences)\n",
            "vtyug5194a -> ['46307'] (1 occurrences)\n",
            "vubmu1qc7t -> ['48146'] (1 occurrences)\n",
            "vuc3s49d3o -> ['47154'] (1 occurrences)\n",
            "vufp0ggs2z -> ['46681'] (1 occurrences)\n",
            "vuhai4bwun -> ['48138'] (1 occurrences)\n",
            "vulner -> ['45255', '45286', '45375', '45419', '45434', '45562', '45628', '45671', '45734', '45774', '45799', '45982', '45989', '46090', '46253', '46577', '46782', '46888', '47360', '47487', '47593', '47760', '47783', '47841', '47848', '47957', '48000', '48001', '48058', '48079', '48198', '48245', '48291', '48329', '48389', '48433', '48553'] (37 occurrences)\n",
            "vuner -> ['45224'] (1 occurrences)\n",
            "vvhhxgjtmd -> ['48582'] (1 occurrences)\n",
            "vvmx0cnwp3 -> ['45776'] (1 occurrences)\n",
            "vvtpofzdyf -> ['46718'] (1 occurrences)\n",
            "vx7ib1ihip -> ['46323'] (1 occurrences)\n",
            "vxdefqsed3 -> ['45177'] (1 occurrences)\n",
            "vxzpbemgai -> ['45658'] (1 occurrences)\n",
            "vykoupit -> ['45298'] (1 occurrences)\n",
            "vzem76jbrb -> ['46573'] (1 occurrences)\n",
            "vznlulku5z -> ['45652'] (1 occurrences)\n",
            "vzvfduylkl -> ['47891'] (1 occurrences)\n",
            "vzzi5qpo4n -> ['46351'] (1 occurrences)\n",
            "w0jksleiib -> ['46737'] (1 occurrences)\n",
            "w1fraahdeu -> ['46151'] (1 occurrences)\n",
            "w2snohudxi -> ['45131'] (1 occurrences)\n",
            "w33pwnusc -> ['48397'] (1 occurrences)\n",
            "w4wl2oadkb -> ['46874'] (1 occurrences)\n",
            "w536xvbtul -> ['46831'] (1 occurrences)\n",
            "w6fsba3iek -> ['48202'] (1 occurrences)\n",
            "w7k4ejyeu6 -> ['47239'] (1 occurrences)\n",
            "w8r6yznxo6 -> ['47400'] (1 occurrences)\n",
            "w8szaoifzt -> ['48666'] (1 occurrences)\n",
            "wa -> ['45594', '47559'] (2 occurrences)\n",
            "wacko -> ['48340'] (1 occurrences)\n",
            "wad -> ['46897'] (1 occurrences)\n",
            "waffl -> ['46792'] (1 occurrences)\n",
            "wag -> ['47080'] (1 occurrences)\n",
            "wage -> ['45003', '45028', '45042', '45637', '45657', '45717', '46488', '46554', '47343', '47979', '48097'] (11 occurrences)\n",
            "wagon -> ['45972'] (1 occurrences)\n",
            "wai -> ['44965', '44992', '44999', '45013', '45131', '45157', '45337', '45400', '45451', '45465', '45467', '45628', '45826', '45861', '45873', '45961', '45963', '45990', '46005', '46026', '46067', '46094', '46123', '46131', '46139', '46158', '46209', '46225', '46235', '46276', '46287', '46294', '46314', '46353', '46359', '46432', '46442', '46445', '46451', '46491', '46610', '46687', '46717', '46755', '46771', '46817', '46841', '46848', '46876', '46889', '46906', '46934', '47005', '47049', '47071', '47090', '47103', '47176', '47211', '47216', '47238', '47258', '47324', '47325', '47455', '47463', '47472', '47480', '47595', '47610', '47641', '47721', '47730', '47756', '47774', '47850', '47875', '47917', '47935', '47985', '48003', '48025', '48047', '48048', '48154', '48171', '48178', '48273', '48424', '48440', '48446', '48448', '48474', '48502', '48526', '48576', '48595', '48642', '48646', '48669', '48737'] (101 occurrences)\n",
            "wain -> ['46763'] (1 occurrences)\n",
            "wait -> ['44981', '45081', '45265', '45349', '45355', '45421', '45499', '45694', '45871', '45894', '45908', '45917', '46017', '46042', '46175', '46231', '46258', '46341', '46434', '46562', '46689', '46698', '46726', '46745', '46854', '46900', '46973', '47052', '47112', '47115', '47121', '47130', '47206', '47233', '47277', '47292', '47327', '47332', '47459', '47581', '47717', '47722', '47729', '47790', '47826', '48203', '48280', '48448', '48623', '48635', '48641', '48685', '48730'] (53 occurrences)\n",
            "waiter -> ['45065', '48153'] (2 occurrences)\n",
            "waithash -> ['48362'] (1 occurrences)\n",
            "waitress -> ['45065', '47556'] (2 occurrences)\n",
            "waitros -> ['45479'] (1 occurrences)\n",
            "waiv -> ['46981'] (1 occurrences)\n",
            "waiver -> ['47476', '48492'] (2 occurrences)\n",
            "wajy11huii -> ['45127'] (1 occurrences)\n",
            "wake -> ['45515', '45597', '45961', '46279', '46665', '46976', '47282', '47636', '47714', '47829', '48012'] (11 occurrences)\n",
            "wakeup -> ['47400'] (1 occurrences)\n",
            "wal -> ['45676', '48322'] (2 occurrences)\n",
            "wala -> ['45268'] (1 occurrences)\n",
            "wale -> ['46618', '47739'] (2 occurrences)\n",
            "walgreen -> ['46801'] (1 occurrences)\n",
            "walk -> ['45138', '45530', '45700', '45715', '45759', '46090', '46103', '46207', '46304', '46486', '46702', '46758', '46855', '47151', '47322', '47575', '47650', '47741', '47822', '47989', '48126', '48231', '48302', '48385', '48475', '48490', '48504', '48668'] (28 occurrences)\n",
            "walkingdead -> ['45579', '45738'] (2 occurrences)\n",
            "wall -> ['45207', '45648', '46353', '47103', '48014', '48343'] (6 occurrences)\n",
            "wallac -> ['45834'] (1 occurrences)\n",
            "wallbridg -> ['44975'] (1 occurrences)\n",
            "wallet -> ['45597', '45839'] (2 occurrences)\n",
            "wallstreet -> ['46404'] (1 occurrences)\n",
            "wallstreetj -> ['45207'] (1 occurrences)\n",
            "walmart -> ['45184', '45270', '45741', '45997', '46296', '46491', '46521', '46528', '46537', '46580', '46714', '46745', '46777', '46801', '46852', '46860', '46951', '47036', '47190', '47192', '47371', '47568', '47613', '47615', '47622', '47657', '47715', '47808', '47869', '47892', '47913', '47942', '47968', '47999', '48029', '48050', '48087', '48134', '48152', '48555', '48578', '48579'] (42 occurrences)\n",
            "walter -> ['45452'] (1 occurrences)\n",
            "walton -> ['48299'] (1 occurrences)\n",
            "wanbzmfujv -> ['46856'] (1 occurrences)\n",
            "wander -> ['45364', '47442'] (2 occurrences)\n",
            "wanker -> ['45800', '47398'] (2 occurrences)\n",
            "wankpuffin -> ['48321'] (1 occurrences)\n",
            "wanna -> ['45227', '45426', '45988', '46070', '46499', '46662', '47087', '47608', '47727', '47774', '48595'] (11 occurrences)\n",
            "want -> ['45006', '45083', '45196', '45239', '45264', '45322', '45338', '45369', '45372', '45375', '45448', '45475', '45521', '45530', '45534', '45594', '45624', '45644', '45656', '45662', '45679', '45688', '45691', '45694', '45697', '45733', '45770', '45778', '45830', '45956', '46027', '46029', '46037', '46052', '46112', '46163', '46167', '46168', '46171', '46220', '46261', '46332', '46343', '46372', '46381', '46401', '46485', '46517', '46606', '46617', '46682', '46716', '46747', '46751', '46773', '46824', '46840', '46911', '46928', '46959', '47006', '47123', '47140', '47166', '47207', '47214', '47225', '47269', '47283', '47295', '47308', '47325', '47359', '47367', '47372', '47384', '47389', '47479', '47518', '47540', '47593', '47690', '47735', '47736', '47780', '47790', '47814', '47819', '47842', '47868', '47877', '47892', '47955', '47973', '47982', '48008', '48048', '48077', '48101', '48189', '48220', '48257', '48259', '48303', '48304', '48314', '48326', '48444', '48492', '48580', '48611', '48697', '48723'] (113 occurrences)\n",
            "war -> ['45001', '45295', '45355', '45475', '45882', '46481', '46623', '46712', '47227', '48334', '48441', '48740'] (12 occurrences)\n",
            "warbi -> ['47811'] (1 occurrences)\n",
            "ward -> ['47916'] (1 occurrences)\n",
            "warehous -> ['45252', '46158', '46866', '46995', '47438', '48077', '48149', '48449', '48473', '48560', '48580', '48717'] (12 occurrences)\n",
            "wari -> ['48575'] (1 occurrences)\n",
            "warm -> ['48057'] (1 occurrences)\n",
            "warmth -> ['46711', '47533'] (2 occurrences)\n",
            "warmupcomedian -> ['45740'] (1 occurrences)\n",
            "warn -> ['44975', '45417', '45423', '45971', '46130', '46759', '46968', '47537', '47596', '47640', '47924', '48028', '48397', '48451', '48483', '48581', '48636', '48733'] (18 occurrences)\n",
            "warrior -> ['45155'] (1 occurrences)\n",
            "waseembadami -> ['48688'] (1 occurrences)\n",
            "wash -> ['45043', '45045', '45063', '45104', '45129', '45150', '45153', '45154', '45180', '45194', '45195', '45284', '45286', '45297', '45548', '45555', '45556', '45579', '45581', '45598', '45647', '45674', '45683', '45748', '45772', '45787', '45865', '46300', '46438', '46484', '46507', '46592', '46863', '47037', '47090', '47095', '47118', '47119', '47120', '47150', '47313', '47320', '47324', '47544', '47560', '47580', '47624', '47630', '47648', '47696', '47720', '47845', '47918', '48100', '48238', '48478', '48487', '48513', '48544', '48677', '48740'] (61 occurrences)\n",
            "washinghand -> ['45178'] (1 occurrences)\n",
            "washington -> ['48074', '48309'] (2 occurrences)\n",
            "washingtonian -> ['46620'] (1 occurrences)\n",
            "washingtonpost -> ['45731'] (1 occurrences)\n",
            "washmyhand -> ['47596'] (1 occurrences)\n",
            "washyourbum -> ['47443'] (1 occurrences)\n",
            "washyourhand -> ['45129', '45286', '46224', '46334', '46402', '46736', '47708'] (7 occurrences)\n",
            "wasn -> ['46069', '46231', '46456', '46724', '46780', '46936', '46990', '47091', '47154', '47485', '47535', '47587', '48203', '48213', '48719'] (15 occurrences)\n",
            "wast -> ['45226', '45493', '45791', '45975', '46178', '46543', '47259', '47423', '47611', '47784', '48276'] (11 occurrences)\n",
            "wastag -> ['46637'] (1 occurrences)\n",
            "watch -> ['44967', '44972', '44976', '45014', '45064', '45198', '45229', '45337', '45503', '45532', '45723', '45890', '46072', '46168', '46379', '46569', '46623', '46862', '47139', '47145', '47163', '47169', '47206', '47239', '47620', '47747', '47752', '47767', '47892', '47985', '47989', '48061', '48443', '48453', '48597', '48603', '48748'] (37 occurrences)\n",
            "watchin -> ['47497'] (1 occurrences)\n",
            "water -> ['44978', '44981', '44990', '45045', '45068', '45079', '45099', '45104', '45128', '45132', '45134', '45143', '45148', '45149', '45151', '45153', '45194', '45233', '45246', '45251', '45262', '45266', '45289', '45337', '45371', '45405', '45447', '45478', '45506', '45579', '45598', '45611', '45645', '45662', '45694', '45695', '45789', '45830', '45843', '45874', '45917', '45950', '45952', '45958', '45978', '46040', '46075', '46082', '46119', '46137', '46181', '46203', '46246', '46270', '46317', '46340', '46394', '46407', '46449', '46569', '46581', '46604', '46639', '46688', '46702', '46737', '46772', '46791', '46815', '46906', '46921', '46936', '47035', '47037', '47102', '47150', '47157', '47236', '47247', '47280', '47288', '47320', '47324', '47340', '47406', '47435', '47439', '47457', '47466', '47494', '47514', '47531', '47555', '47556', '47617', '47651', '47664', '47693', '47719', '47737', '47751', '47754', '47756', '47757', '47781', '47782', '47792', '47817', '47821', '47823', '47930', '47945', '47948', '48016', '48057', '48122', '48137', '48152', '48165', '48176', '48276', '48330', '48374', '48481', '48499', '48653', '48677'] (127 occurrences)\n",
            "watermelon -> ['46101'] (1 occurrences)\n",
            "wave -> ['44987', '45200', '46166', '46220', '46293', '47973', '48530'] (7 occurrences)\n",
            "wavi -> ['48014'] (1 occurrences)\n",
            "wax -> ['45464'] (1 occurrences)\n",
            "wazwan -> ['45276', '45317', '45613'] (3 occurrences)\n",
            "wba -> ['47276'] (1 occurrences)\n",
            "wbzvdmr16z -> ['46776'] (1 occurrences)\n",
            "wcco -> ['48107', '48232'] (2 occurrences)\n",
            "wd4gp0bcta -> ['45944'] (1 occurrences)\n",
            "wdgzzaik26 -> ['47677'] (1 occurrences)\n",
            "weak -> ['46021', '47021', '47184', '48487'] (4 occurrences)\n",
            "weakend -> ['47931'] (1 occurrences)\n",
            "weakest -> ['44991'] (1 occurrences)\n",
            "wealth -> ['45961', '47306', '47929'] (3 occurrences)\n",
            "wealthi -> ['46115', '48168'] (2 occurrences)\n",
            "weapon -> ['45099', '45605', '48208'] (3 occurrences)\n",
            "wear -> ['45063', '45123', '45195', '45265', '45470', '45908', '46132', '46438', '46486', '46697', '47060', '47249', '47415', '47720', '48102', '48315', '48336', '48347', '48416', '48544'] (20 occurrences)\n",
            "weareheretohelp -> ['46080'] (1 occurrences)\n",
            "weareinthistogeth -> ['46841'] (1 occurrences)\n",
            "wearer -> ['48347'] (1 occurrences)\n",
            "weartv -> ['48549'] (1 occurrences)\n",
            "weather -> ['45893', '47316', '47390', '47729', '48165'] (5 occurrences)\n",
            "web -> ['45014', '45741', '46607', '48162'] (4 occurrences)\n",
            "webchecin -> ['44968'] (1 occurrences)\n",
            "webinar -> ['44997', '45030', '45161', '45162'] (4 occurrences)\n",
            "webpag -> ['48546'] (1 occurrences)\n",
            "websit -> ['45039', '45162', '45296', '45578', '45718', '45721', '46565', '46744', '47065', '47123', '47408', '47763', '47790', '47836', '47879', '47924', '48282', '48388', '48610', '48667', '48680'] (21 occurrences)\n",
            "wed -> ['45507', '47011', '48289', '48597'] (4 occurrences)\n",
            "wedg -> ['45863'] (1 occurrences)\n",
            "wednesdai -> ['48083', '48692', '48725'] (3 occurrences)\n",
            "wednesdaythought -> ['45123'] (1 occurrences)\n",
            "weed -> ['48160', '48574'] (2 occurrences)\n",
            "week -> ['44957', '44971', '45012', '45027', '45028', '45091', '45103', '45108', '45135', '45138', '45144', '45191', '45208', '45214', '45237', '45279', '45300', '45311', '45323', '45364', '45367', '45370', '45427', '45433', '45434', '45464', '45482', '45488', '45489', '45493', '45499', '45501', '45506', '45511', '45527', '45544', '45575', '45646', '45663', '45694', '45699', '45701', '45703', '45712', '45745', '45752', '45766', '45789', '45805', '45831', '45842', '45843', '45875', '45909', '45917', '45922', '45927', '45936', '45972', '46001', '46004', '46012', '46029', '46039', '46040', '46074', '46088', '46096', '46110', '46128', '46139', '46218', '46223', '46233', '46244', '46252', '46268', '46282', '46289', '46296', '46310', '46319', '46354', '46397', '46425', '46477', '46529', '46543', '46547', '46548', '46595', '46606', '46641', '46729', '46748', '46753', '46755', '46761', '46788', '46827', '46848', '46852', '46882', '46884', '46885', '46953', '46954', '46971', '46977', '47001', '47036', '47066', '47106', '47107', '47115', '47143', '47158', '47179', '47183', '47194', '47213', '47225', '47246', '47247', '47264', '47285', '47297', '47327', '47330', '47365', '47384', '47387', '47395', '47398', '47403', '47413', '47432', '47444', '47485', '47503', '47504', '47537', '47561', '47596', '47635', '47641', '47662', '47670', '47707', '47710', '47725', '47749', '47768', '47778', '47781', '47790', '47872', '47917', '47921', '47946', '47960', '47966', '47977', '48022', '48047', '48053', '48121', '48139', '48192', '48202', '48220', '48253', '48336', '48342', '48350', '48382', '48383', '48386', '48428', '48434', '48440', '48441', '48466', '48471', '48487', '48503', '48504', '48510', '48513', '48580', '48644', '48691', '48692', '48722'] (194 occurrences)\n",
            "weekdai -> ['46794'] (1 occurrences)\n",
            "weekend -> ['45227', '45704', '45800', '46113', '46117', '46430', '46533', '46679', '47006', '47071', '47134', '47376', '47431', '47497', '47705', '47729', '47740', '47904', '48178', '48257', '48292', '48456', '48720'] (23 occurrences)\n",
            "weekli -> ['44970', '45548', '45674', '46021', '46542', '46782', '46814', '46848', '46868', '47071', '47650', '47683', '47826', '48494', '48642'] (15 occurrences)\n",
            "wefoodbank -> ['47529'] (1 occurrences)\n",
            "wegman -> ['44953', '46415', '46668', '46949', '48237', '48519'] (6 occurrences)\n",
            "weho -> ['47698'] (1 occurrences)\n",
            "weigh -> ['45745', '47919'] (2 occurrences)\n",
            "weight -> ['45597', '46079', '47031', '47707', '47767'] (5 occurrences)\n",
            "weird -> ['45280', '45519', '45908', '46273', '46756', '47499', '47913', '48348'] (8 occurrences)\n",
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            "welcom -> ['45337', '45448', '45531', '46243', '46629', '47137'] (6 occurrences)\n",
            "welfar -> ['45230', '46006', '47432'] (3 occurrences)\n",
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            "wellb -> ['45685', '47193'] (2 occurrences)\n",
            "welldoc -> ['46998'] (1 occurrences)\n",
            "welldon -> ['46399'] (1 occurrences)\n",
            "wellington -> ['48737'] (1 occurrences)\n",
            "wellston -> ['47990'] (1 occurrences)\n",
            "welp -> ['45351', '45482', '48468'] (3 occurrences)\n",
            "wendoure -> ['45545'] (1 occurrences)\n",
            "went -> ['44962', '44966', '45093', '45169', '45215', '45314', '45320', '45353', '45370', '45401', '45402', '45404', '45430', '45432', '45456', '45460', '45481', '45528', '45542', '45559', '45620', '45672', '45683', '45715', '45826', '45854', '45866', '45874', '45903', '45913', '45952', '45954', '45970', '45983', '46009', '46026', '46062', '46074', '46098', '46101', '46110', '46168', '46186', '46210', '46265', '46297', '46299', '46301', '46399', '46404', '46406', '46410', '46421', '46429', '46484', '46511', '46513', '46520', '46523', '46566', '46570', '46575', '46623', '46630', '46638', '46641', '46643', '46670', '46690', '46691', '46715', '46721', '46750', '46848', '46885', '46891', '46913', '46921', '46927', '46950', '46951', '46977', '46979', '47030', '47036', '47079', '47090', '47103', '47130', '47223', '47225', '47247', '47311', '47348', '47380', '47526', '47562', '47568', '47588', '47613', '47679', '47683', '47705', '47716', '47736', '47759', '47804', '47809', '47818', '47911', '47913', '47956', '47969', '48065', '48104', '48197', '48307', '48323', '48411', '48416', '48612', '48645', '48654', '48717', '48719'] (125 occurrences)\n",
            "wept -> ['46799'] (1 occurrences)\n",
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            "weren -> ['45706', '45750', '46125', '46757', '46830', '47081'] (6 occurrences)\n",
            "werescrew -> ['46244'] (1 occurrences)\n",
            "west -> ['45820', '46738', '47411', '47949', '48049', '48428'] (6 occurrences)\n",
            "westdorset -> ['47917'] (1 occurrences)\n",
            "western -> ['47828'] (1 occurrences)\n",
            "westfield -> ['48530'] (1 occurrences)\n",
            "weston -> ['46206'] (1 occurrences)\n",
            "westwoodvillag -> ['47873'] (1 occurrences)\n",
            "westworld1974 -> ['48019'] (1 occurrences)\n",
            "wet -> ['46479', '47390', '47451'] (3 occurrences)\n",
            "wetmtyfyvo -> ['46309'] (1 occurrences)\n",
            "wetrynnasaveyal -> ['46050'] (1 occurrences)\n",
            "weve -> ['46167'] (1 occurrences)\n",
            "weytk7fxlr -> ['47706'] (1 occurrences)\n",
            "wezegjlycf -> ['46123'] (1 occurrences)\n",
            "wf8vkeqacv -> ['47972'] (1 occurrences)\n",
            "wffkfdcpmq -> ['45125'] (1 occurrences)\n",
            "wfh -> ['45856', '45957', '46197', '47062'] (4 occurrences)\n",
            "wgdatgrzlj -> ['46348'] (1 occurrences)\n",
            "wgilmrnhvd -> ['45759'] (1 occurrences)\n",
            "wgkipc9yv5 -> ['47087'] (1 occurrences)\n",
            "wh -> ['45866'] (1 occurrences)\n",
            "what -> ['45518'] (1 occurrences)\n",
            "whatdivoc -> ['46589'] (1 occurrences)\n",
            "whateverhappen -> ['47397'] (1 occurrences)\n",
            "whatmeworri -> ['46216'] (1 occurrences)\n",
            "whatsapp -> ['44963', '45288', '45490', '45597', '47484', '48294'] (6 occurrences)\n",
            "whatsreallygoingon -> ['46860'] (1 occurrences)\n",
            "whatsyourplanjo -> ['47990'] (1 occurrences)\n",
            "whcy9voluf -> ['45437'] (1 occurrences)\n",
            "wheat -> ['46173', '46877'] (2 occurrences)\n",
            "wheel -> ['45683', '46131'] (2 occurrences)\n",
            "whereami -> ['46004'] (1 occurrences)\n",
            "wherearethet -> ['45756'] (1 occurrences)\n",
            "wherearethetest -> ['45181', '45756'] (2 occurrences)\n",
            "whereghanaeat -> ['48288'] (1 occurrences)\n",
            "wherethesoap -> ['45647'] (1 occurrences)\n",
            "whiskei -> ['46686', '48197'] (2 occurrences)\n",
            "whisper -> ['45287'] (1 occurrences)\n",
            "whistl -> ['45064'] (1 occurrences)\n",
            "whistler -> ['48137'] (1 occurrences)\n",
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            "white -> ['46754', '47435', '48229'] (3 occurrences)\n",
            "whitehous -> ['45143', '45927', '46230', '47659', '47900'] (5 occurrences)\n",
            "whith -> ['46729'] (1 occurrences)\n",
            "who -> ['44992', '44998', '45006', '45028', '45034', '45059', '45090', '45098', '45107', '45112', '45118', '45163', '45169', '45171', '45214', '45215', '45217', '45231', '45255', '45259', '45284', '45295', '45346', '45360', '45366', '45370', '45383', '45390', '45412', '45421', '45434', '45435', '45442', '45452', '45524', '45528', '45550', '45562', '45564', '45565', '45588', '45590', '45592', '45617', '45637', '45639', '45643', '45657', '45670', '45671', '45679', '45680', '45693', '45707', '45717', '45718', '45729', '45737', '45739', '45746', '45753', '45754', '45755', '45757', '45758', '45760', '45763', '45781', '45784', '45788', '45790', '45798', '45810', '45868', '45873', '45883', '45890', '45905', '45939', '45957', '45970', '45971', '45994', '46005', '46007', '46015', '46024', '46032', '46037', '46043', '46046', '46057', '46081', '46084', '46103', '46177', '46179', '46189', '46193', '46228', '46248', '46262', '46276', '46287', '46288', '46289', '46301', '46336', '46359', '46369', '46371', '46378', '46409', '46419', '46455', '46456', '46460', '46473', '46488', '46491', '46506', '46521', '46545', '46554', '46555', '46557', '46577', '46606', '46646', '46657', '46671', '46700', '46752', '46757', '46766', '46775', '46778', '46805', '46807', '46827', '46835', '46862', '46872', '46881', '46894', '46906', '46919', '46952', '46954', '47005', '47009', '47016', '47017', '47019', '47045', '47067', '47068', '47069', '47072', '47081', '47127', '47151', '47156', '47173', '47177', '47186', '47201', '47211', '47213', '47216', '47218', '47219', '47228', '47233', '47267', '47285', '47295', '47299', '47357', '47358', '47360', '47370', '47388', '47390', '47394', '47404', '47407', '47451', '47470', '47483', '47485', '47486', '47487', '47527', '47530', '47540', '47549', '47565', '47567', '47569', '47593', '47600', '47603', '47605', '47607', '47609', '47639', '47641', '47657', '47669', '47672', '47682', '47688', '47721', '47737', '47747', '47774', '47790', '47797', '47799', '47805', '47826', '47831', '47864', '47875', '47887', '47917', '47920', '47957', '47973', '47984', '47999', '48000', '48003', '48005', '48007', '48017', '48026', '48039', '48057', '48066', '48082', '48085', '48088', '48107', '48122', '48129', '48130', '48131', '48150', '48155', '48165', '48170', '48180', '48188', '48202', '48220', '48223', '48238', '48243', '48245', '48253', '48258', '48264', '48272', '48275', '48286', '48293', '48358', '48366', '48378', '48385', '48395', '48490', '48512', '48544', '48545', '48546', '48573', '48600', '48606', '48625', '48643', '48668', '48740'] (285 occurrences)\n",
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            "wi -> ['46366', '47399', '48603'] (3 occurrences)\n",
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            "wifei -> ['46297', '47319'] (2 occurrences)\n",
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            "wilder -> ['48180'] (1 occurrences)\n",
            "wildli -> ['46386', '46628'] (2 occurrences)\n",
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            "willd -> ['46114'] (1 occurrences)\n",
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            "williamsburg -> ['48359', '48360'] (2 occurrences)\n",
            "willingli -> ['45971', '47410'] (2 occurrences)\n",
            "wimauma -> ['47613', '47615'] (2 occurrences)\n",
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            "winco -> ['46394', '47297'] (2 occurrences)\n",
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            "wind -> ['47548'] (1 occurrences)\n",
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            "windsor -> ['45897'] (1 occurrences)\n",
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            "wine -> ['45362', '45408', '45486', '45598', '45931', '46879', '46977', '47061', '47405', '47526', '47629', '47682', '48222', '48582'] (14 occurrences)\n",
            "winfrei -> ['48551'] (1 occurrences)\n",
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            "winner -> ['46543', '46661', '48480'] (3 occurrences)\n",
            "winnipeg -> ['47668'] (1 occurrences)\n",
            "winter -> ['45491', '48055'] (2 occurrences)\n",
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            "wip5y4jpi -> ['47037'] (1 occurrences)\n",
            "wipe -> ['44990', '45014', '45040', '45088', '45178', '45248', '45270', '45297', '45494', '45516', '45542', '45598', '45636', '45647', '45720', '45745', '45770', '45777', '45794', '45812', '45843', '45915', '46076', '46224', '46243', '46265', '46273', '46311', '46316', '46340', '46374', '46443', '46479', '46531', '46583', '46641', '46687', '46691', '46740', '46804', '46843', '46958', '46990', '47101', '47321', '47373', '47397', '47444', '47451', '47453', '47466', '47563', '47567', '47568', '47593', '47599', '47721', '47739', '47945', '47987', '48086', '48125', '48206', '48445', '48554'] (65 occurrences)\n",
            "wipemedown -> ['47397'] (1 occurrences)\n",
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            "wise -> ['45144', '45151', '45411', '46342', '46548', '46810', '47222', '47918', '48478'] (9 occurrences)\n",
            "wiser -> ['47876'] (1 occurrences)\n",
            "wish -> ['44966', '45080', '45904', '45936', '46216', '46262', '46323', '46393', '46530', '46733', '46735', '46850', '47045', '47268', '47532', '48237', '48716', '48734'] (18 occurrences)\n",
            "wishlist -> ['47383', '47529'] (2 occurrences)\n",
            "wistatejourn -> ['46884'] (1 occurrences)\n",
            "wit -> ['45067', '45237', '45373', '45413', '45747', '46540', '46632', '46913', '46957', '47426', '48165', '48381'] (12 occurrences)\n",
            "witch -> ['45035'] (1 occurrences)\n",
            "with5or6stal -> ['45335'] (1 occurrences)\n",
            "withdraw -> ['46748'] (1 occurrences)\n",
            "wither -> ['46156'] (1 occurrences)\n",
            "withstand -> ['46006', '47423'] (2 occurrences)\n",
            "wiyggapyv -> ['47606'] (1 occurrences)\n",
            "wizo -> ['45845'] (1 occurrences)\n",
            "wjhl -> ['48695'] (1 occurrences)\n",
            "wjknvzqf8d -> ['45159'] (1 occurrences)\n",
            "wk -> ['45007', '45694'] (2 occurrences)\n",
            "wkg4chkmqq -> ['46781'] (1 occurrences)\n",
            "wki0eix6xn -> ['47289'] (1 occurrences)\n",
            "wld -> ['45982'] (1 occurrences)\n",
            "wlhwiavhib -> ['45044'] (1 occurrences)\n",
            "wlojtvypog -> ['46313'] (1 occurrences)\n",
            "wlwvsoqxsc -> ['48255'] (1 occurrences)\n",
            "wm4b5agho -> ['48546'] (1 occurrences)\n",
            "wmjqh728uu -> ['47129'] (1 occurrences)\n",
            "wmt -> ['45052', '48059'] (2 occurrences)\n",
            "wmujaq1ifh -> ['46697'] (1 occurrences)\n",
            "wnfi4wnhci -> ['47915'] (1 occurrences)\n",
            "wnqgdqadg1 -> ['47744'] (1 occurrences)\n",
            "wo1dyysxfr -> ['45840'] (1 occurrences)\n",
            "wogxp8soo -> ['45266'] (1 occurrences)\n",
            "woke -> ['45502', '45703', '45729', '46016'] (4 occurrences)\n",
            "woman -> ['45087', '45105', '45706', '45715', '45986', '46017', '46374', '46738', '47230', '47417', '47635', '47805', '47907', '48576'] (14 occurrences)\n",
            "women -> ['46246', '46417', '46740', '47547', '47682', '48095'] (6 occurrences)\n",
            "womensnutritiongh -> ['48288'] (1 occurrences)\n",
            "won -> ['44992', '45024', '45035', '45066', '45160', '45167', '45212', '45315', '45351', '45373', '45531', '45570', '45596', '45680', '45731', '45743', '45748', '45754', '45784', '45873', '45883', '45899', '45915', '45916', '45996', '46287', '46299', '46686', '46736', '46755', '46792', '46804', '46807', '47011', '47115', '47130', '47166', '47174', '47177', '47197', '47211', '47229', '47254', '47296', '47300', '47403', '47406', '47410', '47491', '47565', '47645', '47733', '47808', '47816', '47947', '48052', '48058', '48079', '48081', '48088', '48171', '48213', '48269', '48293', '48354', '48521', '48600', '48626'] (68 occurrences)\n",
            "wonder -> ['45208', '45223', '45307', '45331', '45376', '45508', '45599', '45699', '45724', '45730', '45791', '45847', '46084', '46145', '46153', '46157', '46279', '46365', '46420', '46588', '46995', '47014', '47459', '47513', '47590', '47649', '47728', '47731', '47890', '48039', '48135', '48154', '48236', '48249', '48252', '48634', '48718'] (37 occurrences)\n",
            "wondercon -> ['45827'] (1 occurrences)\n",
            "wondrou -> ['48674'] (1 occurrences)\n",
            "wont -> ['45890', '46135'] (2 occurrences)\n",
            "woo -> ['47497'] (1 occurrences)\n",
            "wood -> ['46296', '46693'] (2 occurrences)\n",
            "wooden -> ['48216'] (1 occurrences)\n",
            "woodi -> ['47503'] (1 occurrences)\n",
            "woodman -> ['47399'] (1 occurrences)\n",
            "wooli -> ['48284', '48350'] (2 occurrences)\n",
            "woolworth -> ['44979', '45163', '47783', '47785', '47834', '47947', '48038', '48213', '48230', '48446'] (10 occurrences)\n",
            "woord -> ['45950'] (1 occurrences)\n",
            "word -> ['45479', '45525', '45667', '45796', '46167', '46290', '46359', '46486', '47210', '47234', '47255', '47347', '47480', '47510', '47998', '48175', '48273', '48424', '48561', '48614'] (20 occurrences)\n",
            "wore -> ['45739', '46132'] (2 occurrences)\n",
            "work -> ['44991', '45003', '45020', '45028', '45039', '45042', '45063', '45074', '45077', '45078', '45083', '45098', '45104', '45121', '45128', '45129', '45142', '45150', '45171', '45195', '45216', '45218', '45260', '45262', '45267', '45281', '45340', '45357', '45385', '45388', '45463', '45468', '45480', '45488', '45494', '45508', '45534', '45568', '45572', '45586', '45644', '45670', '45680', '45724', '45755', '45764', '45775', '45784', '45785', '45802', '45808', '45815', '45823', '45829', '45831', '45836', '45839', '45867', '45885', '45903', '45929', '45943', '45948', '45977', '46005', '46010', '46015', '46022', '46037', '46057', '46058', '46068', '46079', '46081', '46091', '46104', '46107', '46109', '46117', '46128', '46141', '46142', '46152', '46168', '46171', '46192', '46224', '46255', '46277', '46279', '46292', '46301', '46360', '46372', '46388', '46410', '46444', '46458', '46459', '46482', '46498', '46501', '46505', '46519', '46530', '46532', '46538', '46554', '46566', '46590', '46628', '46633', '46638', '46640', '46667', '46669', '46715', '46724', '46751', '46752', '46761', '46764', '46766', '46788', '46797', '46834', '46845', '46856', '46879', '46898', '46909', '46914', '46919', '46928', '46959', '46973', '46997', '47036', '47040', '47054', '47056', '47069', '47094', '47095', '47096', '47106', '47107', '47112', '47120', '47136', '47160', '47179', '47182', '47185', '47199', '47201', '47214', '47217', '47223', '47228', '47229', '47285', '47292', '47299', '47319', '47330', '47342', '47344', '47360', '47370', '47396', '47404', '47407', '47471', '47504', '47507', '47511', '47513', '47515', '47534', '47536', '47544', '47567', '47574', '47587', '47594', '47609', '47633', '47649', '47658', '47681', '47705', '47707', '47727', '47737', '47738', '47743', '47748', '47774', '47805', '47808', '47812', '47820', '47840', '47854', '47875', '47905', '47912', '47920', '47940', '47955', '47973', '47984', '48002', '48005', '48006', '48008', '48041', '48060', '48097', '48103', '48105', '48114', '48119', '48133', '48145', '48151', '48159', '48166', '48167', '48182', '48187', '48188', '48192', '48243', '48258', '48263', '48268', '48292', '48293', '48305', '48307', '48308', '48337', '48354', '48364', '48367', '48380', '48389', '48400', '48407', '48413', '48414', '48420', '48425', '48433', '48435', '48456', '48457', '48476', '48488', '48489', '48526', '48544', '48545', '48548', '48551', '48567', '48589', '48603', '48630', '48632', '48657', '48664', '48674', '48692', '48700', '48702', '48717', '48737', '48744'] (281 occurrences)\n",
            "worker -> ['44956', '44989', '45019', '45042', '45120', '45130', '45136', '45258', '45424', '45532', '45586', '45600', '45616', '45644', '45719', '45774', '45936', '45977', '46024', '46081', '46130', '46136', '46224', '46259', '46301', '46333', '46392', '46450', '46452', '46478', '46501', '46522', '46526', '46537', '46558', '46584', '46609', '46703', '46714', '46721', '46726', '46801', '46818', '46919', '46959', '46969', '46995', '47075', '47208', '47343', '47506', '47561', '47567', '47638', '47658', '47680', '47705', '47709', '47805', '47820', '47854', '48058', '48059', '48062', '48119', '48143', '48224', '48237', '48263', '48277', '48308', '48320', '48356', '48366', '48395', '48398', '48447', '48449', '48473', '48505', '48517', '48536', '48540', '48543', '48560', '48577', '48590', '48626', '48630', '48657', '48694', '48697'] (92 occurrences)\n",
            "workersfirst -> ['47343'] (1 occurrences)\n",
            "workflow -> ['46482'] (1 occurrences)\n",
            "workforc -> ['46085', '47285', '48053', '48511'] (4 occurrences)\n",
            "workfromhom -> ['48240', '48625'] (2 occurrences)\n",
            "workgivevoteblu -> ['47388'] (1 occurrences)\n",
            "workingfromhom -> ['48488'] (1 occurrences)\n",
            "workload -> ['46388'] (1 occurrences)\n",
            "workout -> ['46998'] (1 occurrences)\n",
            "workplac -> ['46997', '47150', '47513'] (3 occurrences)\n",
            "world -> ['45029', '45044', '45103', '45202', '45213', '45233', '45242', '45313', '45329', '45344', '45353', '45354', '45372', '45404', '45444', '45449', '45491', '45541', '45592', '45599', '45658', '45693', '45756', '45882', '45888', '45935', '45962', '46007', '46038', '46047', '46223', '46270', '46326', '46336', '46375', '46387', '46409', '46497', '46565', '46624', '46702', '46809', '46840', '46847', '46863', '46956', '46971', '47025', '47076', '47114', '47155', '47180', '47191', '47343', '47376', '47417', '47447', '47507', '47534', '47559', '47585', '47693', '47714', '47723', '47724', '47730', '47766', '47976', '48057', '48061', '48114', '48163', '48208', '48270', '48272', '48334', '48340', '48358', '48529', '48597', '48650', '48653', '48665', '48723', '48737'] (85 occurrences)\n",
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            "worldsleepdai -> ['46845'] (1 occurrences)\n",
            "worldwarz -> ['45882', '47418'] (2 occurrences)\n",
            "worldwid -> ['45015', '46035', '46165', '46219', '46668', '47473', '47910', '48137', '48496'] (9 occurrences)\n",
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            "worrisom -> ['45677'] (1 occurrences)\n",
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            "worsen -> ['45172'] (1 occurrences)\n",
            "worship -> ['45156', '45218'] (2 occurrences)\n",
            "worst -> ['44988', '45069', '45350', '45440', '45692', '45941', '46117', '46529', '46815', '46877', '47219', '47828', '47842', '47939', '48169', '48381', '48503', '48654', '48749'] (19 occurrences)\n",
            "worstpresidentev -> ['46926', '48046'] (2 occurrences)\n",
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            "xlm -> ['47693'] (1 occurrences)\n",
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            "xmo3dojqhr -> ['48576'] (1 occurrences)\n",
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            "xrp -> ['45266', '45932', '47693'] (3 occurrences)\n",
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            "xtra -> ['46390'] (1 occurrences)\n",
            "xtz -> ['45839'] (1 occurrences)\n",
            "xuunwj5c5 -> ['48089'] (1 occurrences)\n",
            "xuxeaqidyi -> ['48338'] (1 occurrences)\n",
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            "xw1munn9wf -> ['45445'] (1 occurrences)\n",
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            "y0v0h3ys6u -> ['46014'] (1 occurrences)\n",
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            "y1ztco2hcw -> ['46192'] (1 occurrences)\n",
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            "y3n -> ['47087'] (1 occurrences)\n",
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            "y6hr38fudh -> ['47309'] (1 occurrences)\n",
            "y7cgio6jxb -> ['46456'] (1 occurrences)\n",
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            "ya -> ['45687', '46362', '46444', '46662', '47284', '47570', '48582'] (7 occurrences)\n",
            "ya2ldfinh6 -> ['45131'] (1 occurrences)\n",
            "yaetit2lrn -> ['45553'] (1 occurrences)\n",
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            "yai -> ['45998', '46444'] (2 occurrences)\n",
            "yall -> ['45663', '45825', '46043', '46906', '47366', '47422', '47539'] (7 occurrences)\n",
            "yankeepirate247 -> ['48148'] (1 occurrences)\n",
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            "yawnocallaghan -> ['47964'] (1 occurrences)\n",
            "yb2nrtwlfg -> ['45023'] (1 occurrences)\n",
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            "yeah -> ['45720', '45771', '46455', '46486', '46814', '47330', '48025', '48702'] (8 occurrences)\n",
            "year -> ['45029', '45034', '45072', '45102', '45103', '45309', '45511', '45596', '45635', '45706', '45772', '45778', '45790', '45853', '45907', '45970', '45986', '46011', '46122', '46152', '46261', '46401', '46422', '46431', '46475', '46518', '46830', '46942', '47054', '47096', '47236', '47394', '47415', '47446', '47681', '47706', '47781', '47805', '47928', '47931', '48003', '48018', '48035', '48081', '48172', '48192', '48267', '48272', '48356', '48471', '48482', '48507', '48546', '48564', '48585', '48681', '48719'] (57 occurrences)\n",
            "yeast -> ['48008', '48152'] (2 occurrences)\n",
            "yeezu -> ['48090'] (1 occurrences)\n",
            "yeg -> ['48399'] (1 occurrences)\n",
            "yejnpxcdig -> ['45659'] (1 occurrences)\n",
            "yell -> ['45715', '45761', '46703', '46738', '46950', '47060', '47424', '47534', '47536'] (9 occurrences)\n",
            "yellow -> ['48229'] (1 occurrences)\n",
            "yendo -> ['47336'] (1 occurrences)\n",
            "yep -> ['46042', '48614'] (2 occurrences)\n",
            "yeqchlnqt1 -> ['48658'] (1 occurrences)\n",
            "yesbank -> ['46918'] (1 occurrences)\n",
            "yesterdai -> ['45067', '45270', '45275', '45337', '45361', '45658', '45900', '46028', '46036', '46109', '46121', '46132', '46265', '46279', '46358', '46368', '46382', '46445', '46504', '46511', '46529', '46628', '46629', '46647', '46750', '47065', '47141', '47177', '47210', '47253', '47448', '47535', '47557', '47649', '47795', '47809', '47944', '47956', '48612', '48632'] (40 occurrences)\n",
            "yestheori -> ['47357'] (1 occurrences)\n",
            "yfb6vy4sk7 -> ['46803'] (1 occurrences)\n",
            "yfbtjbtzo1 -> ['48422'] (1 occurrences)\n",
            "yfc2b0tz04 -> ['45116'] (1 occurrences)\n",
            "yga8cugym -> ['48675'] (1 occurrences)\n",
            "ygbipbflmi -> ['44954'] (1 occurrences)\n",
            "ygcpte7f1l -> ['45032'] (1 occurrences)\n",
            "ygnouodtnt -> ['45696'] (1 occurrences)\n",
            "yh -> ['48688'] (1 occurrences)\n",
            "yher3sjvzc -> ['46361'] (1 occurrences)\n",
            "yi0yqcabqp -> ['45294'] (1 occurrences)\n",
            "yi1zhbce8w -> ['46711'] (1 occurrences)\n",
            "yiamumqgi -> ['47217'] (1 occurrences)\n",
            "yibo -> ['45068'] (1 occurrences)\n",
            "yidkel9m1a -> ['45059'] (1 occurrences)\n",
            "yield -> ['44986', '46677'] (2 occurrences)\n",
            "yifvd0mwgf -> ['45645'] (1 occurrences)\n",
            "yike -> ['44979', '45376', '45452', '48075'] (4 occurrences)\n",
            "yj2ypsckht -> ['45515'] (1 occurrences)\n",
            "yjphzuyuwf -> ['48721'] (1 occurrences)\n",
            "ykfapeyhbg -> ['47432'] (1 occurrences)\n",
            "ykimcitgrp -> ['47307'] (1 occurrences)\n",
            "ykjq4f0xet -> ['48113'] (1 occurrences)\n",
            "ylwqqdj1fy -> ['47132'] (1 occurrences)\n",
            "ymzn1c11jp -> ['48610'] (1 occurrences)\n",
            "ynrzffffxz -> ['48108'] (1 occurrences)\n",
            "yo -> ['46656', '47130', '47336', '48574'] (4 occurrences)\n",
            "yodpiht5mc -> ['46982'] (1 occurrences)\n",
            "yoga -> ['46790', '47989'] (2 occurrences)\n",
            "yogagirlmab -> ['48542'] (1 occurrences)\n",
            "yogrishiramdev -> ['46060'] (1 occurrences)\n",
            "yogurt -> ['45678', '46716'] (2 occurrences)\n",
            "yoi -> ['48162'] (1 occurrences)\n",
            "yoi3fkt9uo -> ['45175'] (1 occurrences)\n",
            "york -> ['45004', '46697', '46768', '46922', '47467', '48621', '48698'] (7 occurrences)\n",
            "yorker -> ['44953', '47849', '48707'] (3 occurrences)\n",
            "yorkshiretea -> ['48441'] (1 occurrences)\n",
            "yoself -> ['45413'] (1 occurrences)\n",
            "young -> ['45400', '45628', '46738', '46841', '46914', '47504', '47534', '47908'] (8 occurrences)\n",
            "younger -> ['45463', '45588', '46254', '47277'] (4 occurrences)\n",
            "your -> ['46288'] (1 occurrences)\n",
            "youralberta -> ['48540'] (1 occurrences)\n",
            "yourenotdi -> ['46693'] (1 occurrences)\n",
            "youself -> ['46772'] (1 occurrences)\n",
            "youth -> ['46257'] (1 occurrences)\n",
            "youtheastsid -> ['45093'] (1 occurrences)\n",
            "youthministri -> ['45858'] (1 occurrences)\n",
            "youthwithyouep02 -> ['47230'] (1 occurrences)\n",
            "youtub -> ['45151', '45932', '46666', '47083', '47471', '47749', '48089', '48157', '48417'] (9 occurrences)\n",
            "youtubechannel -> ['48089'] (1 occurrences)\n",
            "youtubesubscrib -> ['48089'] (1 occurrences)\n",
            "yow6isq728 -> ['47049'] (1 occurrences)\n",
            "ypexeot79a -> ['47393'] (1 occurrences)\n",
            "yphl7lekqk -> ['47467'] (1 occurrences)\n",
            "ypny3nq32v -> ['48549'] (1 occurrences)\n",
            "ypoqvfenyj -> ['46397'] (1 occurrences)\n",
            "ypxshwexw -> ['46072'] (1 occurrences)\n",
            "yqks4ufyrw -> ['48175'] (1 occurrences)\n",
            "yqr -> ['48640'] (1 occurrences)\n",
            "yqvu7tiymh -> ['47118'] (1 occurrences)\n",
            "yr -> ['45833', '47129'] (2 occurrences)\n",
            "yreegvw49c -> ['47953'] (1 occurrences)\n",
            "yrugjfnvlk -> ['47223'] (1 occurrences)\n",
            "ysdbldy4nq -> ['48122'] (1 occurrences)\n",
            "yt892bgnbu -> ['44996'] (1 occurrences)\n",
            "ytddewakwi -> ['47059'] (1 occurrences)\n",
            "ytznyikkpf -> ['48043'] (1 occurrences)\n",
            "yudlprupbi -> ['48497'] (1 occurrences)\n",
            "yug5cqyj1g -> ['47443'] (1 occurrences)\n",
            "yummi -> ['47713', '48259'] (2 occurrences)\n",
            "yv1es6wljx -> ['45844'] (1 occurrences)\n",
            "yv2n0qz0p9 -> ['48467'] (1 occurrences)\n",
            "yvhj2ozyaq -> ['48190'] (1 occurrences)\n",
            "yvonne4tn -> ['47219'] (1 occurrences)\n",
            "yw37u3fmr9 -> ['47143'] (1 occurrences)\n",
            "yw8fz7fr1o -> ['46192'] (1 occurrences)\n",
            "yw9tv7q84x -> ['47624'] (1 occurrences)\n",
            "ywdqssjqaq -> ['48691'] (1 occurrences)\n",
            "ywzp192ccw -> ['48345'] (1 occurrences)\n",
            "yxcofl0bni -> ['44971'] (1 occurrences)\n",
            "yyc -> ['46102', '48399'] (2 occurrences)\n",
            "yyimpmmv9w -> ['47408'] (1 occurrences)\n",
            "yyupcnzdxq -> ['45847'] (1 occurrences)\n",
            "yywrlnq20r -> ['47369'] (1 occurrences)\n",
            "yzf -> ['47528'] (1 occurrences)\n",
            "z0bel4o6dk -> ['44959'] (1 occurrences)\n",
            "z1pwso1ztx -> ['47137'] (1 occurrences)\n",
            "z3t1r2bgwz -> ['45133'] (1 occurrences)\n",
            "z47e6anjch -> ['48482'] (1 occurrences)\n",
            "z4jlgcn3hk -> ['48648'] (1 occurrences)\n",
            "z4spriu60t -> ['46701'] (1 occurrences)\n",
            "z4twhf1z6x -> ['47506'] (1 occurrences)\n",
            "z6ilcb6non -> ['47155'] (1 occurrences)\n",
            "z6viwjndwi -> ['48679'] (1 occurrences)\n",
            "z71kcpahv -> ['46999'] (1 occurrences)\n",
            "z8ixhpikff -> ['48506'] (1 occurrences)\n",
            "z9ili3yyxp -> ['46055'] (1 occurrences)\n",
            "z9vikmtz6b -> ['45449'] (1 occurrences)\n",
            "za4ubjzbk3 -> ['48630'] (1 occurrences)\n",
            "za9ewfr7u3 -> ['47523'] (1 occurrences)\n",
            "zachari -> ['47339'] (1 occurrences)\n",
            "zbcxgr5hjj -> ['46589'] (1 occurrences)\n",
            "zbl3c9qgl0 -> ['47079'] (1 occurrences)\n",
            "zc -> ['45298'] (1 occurrences)\n",
            "zce -> ['45298'] (1 occurrences)\n",
            "zcvoabap7j -> ['45896'] (1 occurrences)\n",
            "zd1jigzrqf -> ['48710'] (1 occurrences)\n",
            "zd4bmv6rtq -> ['45683'] (1 occurrences)\n",
            "zd99vp97vh -> ['48696'] (1 occurrences)\n",
            "zdkzar5p37 -> ['46111'] (1 occurrences)\n",
            "zdrxyg31d9 -> ['46870'] (1 occurrences)\n",
            "zdsoeuvtgp -> ['46174'] (1 occurrences)\n",
            "zealand -> ['47155'] (1 occurrences)\n",
            "zec5so88wv -> ['46221'] (1 occurrences)\n",
            "zefiwaimnc -> ['45140'] (1 occurrences)\n",
            "zehr -> ['45640'] (1 occurrences)\n",
            "zejzpeusmi -> ['46268'] (1 occurrences)\n",
            "zeke -> ['46621'] (1 occurrences)\n",
            "zekkrzwg7i -> ['47903'] (1 occurrences)\n",
            "zen -> ['45708'] (1 occurrences)\n",
            "zero -> ['45273', '45281', '46015', '46152', '48281', '48308', '48471'] (7 occurrences)\n",
            "zfbh16fobv -> ['48447'] (1 occurrences)\n",
            "zhqnnzip93 -> ['45942'] (1 occurrences)\n",
            "zhsppsc1gu -> ['48205'] (1 occurrences)\n",
            "zhwpwlh0z9 -> ['48577'] (1 occurrences)\n",
            "zhznp0zmpd -> ['46145'] (1 occurrences)\n",
            "zihhlcj2nh -> ['48049'] (1 occurrences)\n",
            "zimbabwean -> ['47565'] (1 occurrences)\n",
            "zinc -> ['45978', '46737', '47555', '47930'] (4 occurrences)\n",
            "zionist -> ['45264'] (1 occurrences)\n",
            "zip -> ['47318'] (1 occurrences)\n",
            "zirnel -> ['48247'] (1 occurrences)\n",
            "zjbswgxcvv -> ['45515'] (1 occurrences)\n",
            "zjvd2hmq6c -> ['48107'] (1 occurrences)\n",
            "zlki8h52la -> ['45284'] (1 occurrences)\n",
            "zlp5zlgr3v -> ['47194'] (1 occurrences)\n",
            "zm6lufkjij -> ['47053'] (1 occurrences)\n",
            "zmay75x2e7 -> ['46434'] (1 occurrences)\n",
            "zmlaymwfrw -> ['47206'] (1 occurrences)\n",
            "znate7z0b7 -> ['48484'] (1 occurrences)\n",
            "znhwem7k6p -> ['45216'] (1 occurrences)\n",
            "znipyhqzvb -> ['46637'] (1 occurrences)\n",
            "znoxt1itf5 -> ['46150'] (1 occurrences)\n",
            "zoelucaspro -> ['44984'] (1 occurrences)\n",
            "zombi -> ['45349', '45579', '45624', '46659', '46747', '46789', '46811', '46870', '46907', '47514', '47662', '48135', '48471'] (13 occurrences)\n",
            "zombieapocalyps -> ['46811', '46870', '46907', '46945'] (4 occurrences)\n",
            "zombieland -> ['47503'] (1 occurrences)\n",
            "zoo -> ['46222'] (1 occurrences)\n",
            "zoom -> ['47065', '48453'] (2 occurrences)\n",
            "zovpu2lhav -> ['45707'] (1 occurrences)\n",
            "zpgw1s49tx -> ['46734'] (1 occurrences)\n",
            "zqvy5dcyel -> ['45709'] (1 occurrences)\n",
            "zrckwdqnyv -> ['45698'] (1 occurrences)\n",
            "zrxbqckhbu -> ['48497'] (1 occurrences)\n",
            "zsgwwxe1n -> ['46552'] (1 occurrences)\n",
            "zsjz77vwtk -> ['47540'] (1 occurrences)\n",
            "zsl -> ['47992'] (1 occurrences)\n",
            "zt9usq5pkc -> ['46206'] (1 occurrences)\n",
            "zupenua3br -> ['48493'] (1 occurrences)\n",
            "zuv4t1akdz -> ['48551'] (1 occurrences)\n",
            "zv4e4k4xb -> ['48046'] (1 occurrences)\n",
            "zvgyyhwmiv -> ['47648'] (1 occurrences)\n",
            "zvhfolpaoc -> ['47791'] (1 occurrences)\n",
            "zxcc8eu4ss -> ['46388'] (1 occurrences)\n",
            "zxyynovd3g -> ['47476'] (1 occurrences)\n",
            "zypisfi -> ['48019'] (1 occurrences)\n",
            "zz2bbenuhc -> ['45744'] (1 occurrences)\n",
            "zzjkrn6lej -> ['46229'] (1 occurrences)\n",
            "zzon5cs9bb -> ['48040'] (1 occurrences)\n",
            "zzpjz2kdft -> ['47359'] (1 occurrences)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Query Processing\n",
        "![image.png](data:image/png;base64,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)"
      ],
      "metadata": {
        "id": "PZoYIW05EmRY"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Define the query\n",
        "query = \"Trending news\"\n",
        "\n",
        "# Preprocess the query\n",
        "preprocessed_query = preprocess(query)\n",
        "\n",
        "# Search the index for relevant documents\n",
        "searcher = pt.BatchRetrieve(index, wmodel=\"BM25\")\n",
        "results = searcher(preprocessed_query)\n",
        "\n",
        "# Extract relevant document IDs from the search results\n",
        "relevant_docs = [result['docno'] for result in results]\n",
        "\n",
        "print(relevant_docs)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 373
        },
        "id": "IosXrigBEJoi",
        "outputId": "af8d61ac-ec27-462c-f507-3225090289b3"
      },
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "error",
          "ename": "KeyError",
          "evalue": "'qid'",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-21-824fc97dace9>\u001b[0m in \u001b[0;36m<cell line: 9>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;31m# Search the index for relevant documents\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0msearcher\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBatchRetrieve\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwmodel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"BM25\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mresults\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msearcher\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpreprocessed_query\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;31m# Extract relevant document IDs from the search results\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pyterrier/transformer.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, input)\u001b[0m\n\u001b[1;32m    222\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    223\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 224\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform_iter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    225\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    226\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__rshift__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mright\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;34m'Transformer'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pyterrier/transformer.py\u001b[0m in \u001b[0;36mtransform_iter\u001b[0;34m(self, input)\u001b[0m\n\u001b[1;32m    103\u001b[0m             \u001b[0mpipeline\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    104\u001b[0m         \"\"\"\n\u001b[0;32m--> 105\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    106\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    107\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtransform_gen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minput\u001b[0m \u001b[0;34m:\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbatch_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_topics\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mIterator\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pyterrier/batchretrieve.py\u001b[0m in \u001b[0;36mtransform\u001b[0;34m(self, queries)\u001b[0m\n\u001b[1;32m    404\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    405\u001b[0m         \u001b[0;31m# make sure queries are a String\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 406\u001b[0;31m         \u001b[0;32mif\u001b[0m \u001b[0mqueries\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"qid\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdtype\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mint64\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    407\u001b[0m             \u001b[0mqueries\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'qid'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mqueries\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'qid'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mastype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    408\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m   3759\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnlevels\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3760\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_multilevel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3761\u001b[0;31m             \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   3762\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mis_integer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3763\u001b[0m                 \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/indexes/range.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    347\u001b[0m                 \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    348\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mHashable\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 349\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    350\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_check_indexing_error\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    351\u001b[0m         \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mKeyError\u001b[0m: 'qid'"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Query Expansion\n",
        "![image.png](data:image/png;base64,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)"
      ],
      "metadata": {
        "id": "EhP1udcREuIK"
      }
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "5FbfBVpjEyqt"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}