02_자연어처리_News_Classification.ipynb

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      "name": "02_자연어처리_News_Classification.ipynb",
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        "<a href=\"https://colab.research.google.com/github/kimwoonggon/publicservant_AI/blob/master/02_%EC%9E%90%EC%97%B0%EC%96%B4%EC%B2%98%EB%A6%AC_News_Classification.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "bSZaDxZZxk9g",
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      "source": [
        "# 뉴스 카테고리 분류하기  \n",
        "본 튜토리얼에서는 사전학습된 임베딩을 활용하여 뉴스의 카테고리를 분류하는 실습을 하고자 합니다.  \n",
        "https://www.kaggle.com/rmisra/news-category-dataset 의 자료를 참조하였습니다.  \n",
        "  \n",
        "![imgur](https://i.imgur.com/bp9eNMS.jpg)  \n",
        "  \n",
        "  헤드라인과 기사요약 칼럼을 활용해서, 뉴스 category를 맞추는 문제입니다.  \n",
        "  category는 40종으로 이루어져 있어서 생각보다 어려운 문제입니다."
      ]
    },
    {
      "cell_type": "code",
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        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 82
        }
      },
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "from keras import backend as K\n",
        "from keras.layers import Embedding, Dense, Input, LSTM, Bidirectional, Activation, Conv1D, GRU, TimeDistributed, Dropout\n",
        "from keras.models import Model\n",
        "\n",
        "from keras.preprocessing.text import Tokenizer, text_to_word_sequence\n",
        "from keras.preprocessing.sequence import pad_sequences\n",
        "from sklearn.model_selection import train_test_split\n",
        "import os\n",
        "from tqdm import tqdm\n",
        "\n",
        "import matplotlib.pyplot as plt"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Using TensorFlow backend.\n"
          ],
          "name": "stderr"
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        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<p style=\"color: red;\">\n",
              "The default version of TensorFlow in Colab will soon switch to TensorFlow 2.x.<br>\n",
              "We recommend you <a href=\"https://www.tensorflow.org/guide/migrate\" target=\"_blank\">upgrade</a> now \n",
              "or ensure your notebook will continue to use TensorFlow 1.x via the <code>%tensorflow_version 1.x</code> magic:\n",
              "<a href=\"https://colab.research.google.com/notebooks/tensorflow_version.ipynb\" target=\"_blank\">more info</a>.</p>\n"
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              "<IPython.core.display.HTML object>"
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      "metadata": {
        "id": "hQ8cvTXLLoQ-",
        "colab_type": "code",
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      },
      "source": [
        "import warnings\n",
        "import tensorflow as tf\n",
        "warnings.filterwarnings(action='ignore')\n",
        "os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' \n",
        "tf.logging.set_verbosity(tf.logging.ERROR)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-L7kbwXaL8dm",
        "colab_type": "code",
        "outputId": "906a3d52-8a47-433a-debe-bae89be31414",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 127
        }
      },
      "source": [
        "import os\n",
        "from google.colab import drive\n",
        "drive.mount('/content/gdrive/')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Go to this URL in a browser: https://accounts.google.com/o/oauth2/auth?client_id=947318989803-6bn6qk8qdgf4n4g3pfee6491hc0brc4i.apps.googleusercontent.com&redirect_uri=urn%3aietf%3awg%3aoauth%3a2.0%3aoob&response_type=code&scope=email%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdocs.test%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdrive%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdrive.photos.readonly%20https%3a%2f%2fwww.googleapis.com%2fauth%2fpeopleapi.readonly\n",
            "\n",
            "Enter your authorization code:\n",
            "··········\n",
            "Mounted at /content/gdrive/\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "a0gHErKAMfq0",
        "colab_type": "code",
        "outputId": "f11189f9-2b85-4c3e-89bf-40db771be8c0",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 89
        }
      },
      "source": [
        "os.listdir('gdrive/My Drive/Colab Notebooks/education')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['GoogleNews-vectors-negative300.bin.gz',\n",
              " 'sms-spam-collection-dataset.zip',\n",
              " 'spam.csv',\n",
              " 'News_Category_Dataset_v2.json']"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FyXB2-2YNK3c",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "path = 'gdrive/My Drive/Colab Notebooks/education'"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "JKxIxTRQ1DL9",
        "colab_type": "text"
      },
      "source": [
        "뉴스 데이터를 불러옵니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "A1qVHHE3M-qJ",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "data = pd.read_json(os.path.join(path,'News_Category_Dataset_v2.json'), lines=True)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hzMOMpQ4NG5J",
        "colab_type": "code",
        "outputId": "8206fe7f-e26f-400b-b292-bc18e92f62c7",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 204
        }
      },
      "source": [
        "data.head(5)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>category</th>\n",
              "      <th>headline</th>\n",
              "      <th>authors</th>\n",
              "      <th>link</th>\n",
              "      <th>short_description</th>\n",
              "      <th>date</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>CRIME</td>\n",
              "      <td>There Were 2 Mass Shootings In Texas Last Week...</td>\n",
              "      <td>Melissa Jeltsen</td>\n",
              "      <td>https://www.huffingtonpost.com/entry/texas-ama...</td>\n",
              "      <td>She left her husband. He killed their children...</td>\n",
              "      <td>2018-05-26</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>ENTERTAINMENT</td>\n",
              "      <td>Will Smith Joins Diplo And Nicky Jam For The 2...</td>\n",
              "      <td>Andy McDonald</td>\n",
              "      <td>https://www.huffingtonpost.com/entry/will-smit...</td>\n",
              "      <td>Of course it has a song.</td>\n",
              "      <td>2018-05-26</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>ENTERTAINMENT</td>\n",
              "      <td>Hugh Grant Marries For The First Time At Age 57</td>\n",
              "      <td>Ron Dicker</td>\n",
              "      <td>https://www.huffingtonpost.com/entry/hugh-gran...</td>\n",
              "      <td>The actor and his longtime girlfriend Anna Ebe...</td>\n",
              "      <td>2018-05-26</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>ENTERTAINMENT</td>\n",
              "      <td>Jim Carrey Blasts 'Castrato' Adam Schiff And D...</td>\n",
              "      <td>Ron Dicker</td>\n",
              "      <td>https://www.huffingtonpost.com/entry/jim-carre...</td>\n",
              "      <td>The actor gives Dems an ass-kicking for not fi...</td>\n",
              "      <td>2018-05-26</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>ENTERTAINMENT</td>\n",
              "      <td>Julianna Margulies Uses Donald Trump Poop Bags...</td>\n",
              "      <td>Ron Dicker</td>\n",
              "      <td>https://www.huffingtonpost.com/entry/julianna-...</td>\n",
              "      <td>The \"Dietland\" actress said using the bags is ...</td>\n",
              "      <td>2018-05-26</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "        category  ...       date\n",
              "0          CRIME  ... 2018-05-26\n",
              "1  ENTERTAINMENT  ... 2018-05-26\n",
              "2  ENTERTAINMENT  ... 2018-05-26\n",
              "3  ENTERTAINMENT  ... 2018-05-26\n",
              "4  ENTERTAINMENT  ... 2018-05-26\n",
              "\n",
              "[5 rows x 6 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 7
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WgULLhYB1HmK",
        "colab_type": "text"
      },
      "source": [
        "데이터는 200,853개의 뉴스와, 7개의 칼럼으로 이루어져 있습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_CBg_fhJ1FU6",
        "colab_type": "code",
        "outputId": "2c8de9cd-4967-487b-ab22-5c5d68de86e1",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "data.shape"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(200853, 7)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 52
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GSy8dfKlNU6F",
        "colab_type": "code",
        "outputId": "b3cbee6e-743a-4116-9bd2-77303ebb2daa",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 179
        }
      },
      "source": [
        "data['category'].unique()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['CRIME', 'ENTERTAINMENT', 'WORLD NEWS', 'IMPACT', 'POLITICS',\n",
              "       'WEIRD NEWS', 'BLACK VOICES', 'WOMEN', 'COMEDY', 'QUEER VOICES',\n",
              "       'SPORTS', 'BUSINESS', 'TRAVEL', 'MEDIA', 'TECH', 'RELIGION',\n",
              "       'SCIENCE', 'LATINO VOICES', 'EDUCATION', 'COLLEGE', 'PARENTS',\n",
              "       'ARTS & CULTURE', 'STYLE', 'GREEN', 'TASTE', 'HEALTHY LIVING',\n",
              "       'THE WORLDPOST', 'GOOD NEWS', 'WORLDPOST', 'FIFTY', 'ARTS',\n",
              "       'WELLNESS', 'PARENTING', 'HOME & LIVING', 'STYLE & BEAUTY',\n",
              "       'DIVORCE', 'WEDDINGS', 'FOOD & DRINK', 'MONEY', 'ENVIRONMENT',\n",
              "       'CULTURE & ARTS'], dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "zJsoqc3r1LtH",
        "colab_type": "text"
      },
      "source": [
        "우리가 예측해야 하는 것은 category인데요, 잘 보시면 WORLDPOST와 THE WORLDPOST가 실제로는 같은 카테고리인데 나뉘어져 있음을 알 수 있습니다.  \n",
        "pandas의 map 함수를 활용하여 WORLDPOST와 THE WORLDPOST를 합쳐줍니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-bfehwf2NdsV",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "data['category'] = data['category'].map(lambda x: \"WORLDPOST\" if x == 'THE WORLDPOST' else x)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "KzI_jopINt53",
        "colab_type": "code",
        "outputId": "3c47677e-c195-49b4-831c-42091f823c26",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 179
        }
      },
      "source": [
        "data['category'].unique()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['CRIME', 'ENTERTAINMENT', 'WORLD NEWS', 'IMPACT', 'POLITICS',\n",
              "       'WEIRD NEWS', 'BLACK VOICES', 'WOMEN', 'COMEDY', 'QUEER VOICES',\n",
              "       'SPORTS', 'BUSINESS', 'TRAVEL', 'MEDIA', 'TECH', 'RELIGION',\n",
              "       'SCIENCE', 'LATINO VOICES', 'EDUCATION', 'COLLEGE', 'PARENTS',\n",
              "       'ARTS & CULTURE', 'STYLE', 'GREEN', 'TASTE', 'HEALTHY LIVING',\n",
              "       'WORLDPOST', 'GOOD NEWS', 'FIFTY', 'ARTS', 'WELLNESS', 'PARENTING',\n",
              "       'HOME & LIVING', 'STYLE & BEAUTY', 'DIVORCE', 'WEDDINGS',\n",
              "       'FOOD & DRINK', 'MONEY', 'ENVIRONMENT', 'CULTURE & ARTS'],\n",
              "      dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wF10moMu1gVw",
        "colab_type": "text"
      },
      "source": [
        "headline 데이터와 short_description 데이터를 합쳐줍니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1Zdr3waoOB9J",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "data['text'] = data['headline'] + \" \" + data['short_description']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "uc4K0e4a1j6Q",
        "colab_type": "text"
      },
      "source": [
        "IMDB 데이터와 다르게 자연어 처리 모듈인 NLTK를 활용하여 단어 토큰화를 진행하도록 하겠습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Fx_PuIFSOKk6",
        "colab_type": "code",
        "outputId": "c552d74c-c03c-40c2-c0e6-6b3022621d45",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 251
        }
      },
      "source": [
        "#NLTK TOKENIZER 사용하기\n",
        "import nltk\n",
        "nltk.download(\"book\", quiet=True)\n",
        "from nltk.book import *"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "*** Introductory Examples for the NLTK Book ***\n",
            "Loading text1, ..., text9 and sent1, ..., sent9\n",
            "Type the name of the text or sentence to view it.\n",
            "Type: 'texts()' or 'sents()' to list the materials.\n",
            "text1: Moby Dick by Herman Melville 1851\n",
            "text2: Sense and Sensibility by Jane Austen 1811\n",
            "text3: The Book of Genesis\n",
            "text4: Inaugural Address Corpus\n",
            "text5: Chat Corpus\n",
            "text6: Monty Python and the Holy Grail\n",
            "text7: Wall Street Journal\n",
            "text8: Personals Corpus\n",
            "text9: The Man Who Was Thursday by G . K . Chesterton 1908\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "UAbDiq9z1uR7",
        "colab_type": "text"
      },
      "source": [
        "정규식을 사용해서 문장에서 숫자와 알파벳이 아닌 단어들은 제외해주겠습니다.  \n",
        "그리고 문장을 단어로 구성된 리스트로 바꿔 주도록 하겠습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6jqdCHNQOnK0",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from nltk.tokenize import RegexpTokenizer\n",
        "retokenize = RegexpTokenizer(\"[\\w]+\")"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rOds4lryPL4S",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "text_list = []\n",
        "for sentence in data['text'].tolist():\n",
        "  text_list.append(retokenize.tokenize(sentence))"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "-7AAlw_H11rI",
        "colab_type": "text"
      },
      "source": [
        "문장이 단어들로 분해되었음을 알 수 있습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Oh4AXWkZPu2U",
        "colab_type": "code",
        "outputId": "ccd6a814-16c2-436a-e266-9096a200ffd6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 55
        }
      },
      "source": [
        "print(text_list[:20])"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[['There', 'Were', '2', 'Mass', 'Shootings', 'In', 'Texas', 'Last', 'Week', 'But', 'Only', '1', 'On', 'TV', 'She', 'left', 'her', 'husband', 'He', 'killed', 'their', 'children', 'Just', 'another', 'day', 'in', 'America'], ['Will', 'Smith', 'Joins', 'Diplo', 'And', 'Nicky', 'Jam', 'For', 'The', '2018', 'World', 'Cup', 's', 'Official', 'Song', 'Of', 'course', 'it', 'has', 'a', 'song'], ['Hugh', 'Grant', 'Marries', 'For', 'The', 'First', 'Time', 'At', 'Age', '57', 'The', 'actor', 'and', 'his', 'longtime', 'girlfriend', 'Anna', 'Eberstein', 'tied', 'the', 'knot', 'in', 'a', 'civil', 'ceremony'], ['Jim', 'Carrey', 'Blasts', 'Castrato', 'Adam', 'Schiff', 'And', 'Democrats', 'In', 'New', 'Artwork', 'The', 'actor', 'gives', 'Dems', 'an', 'ass', 'kicking', 'for', 'not', 'fighting', 'hard', 'enough', 'against', 'Donald', 'Trump'], ['Julianna', 'Margulies', 'Uses', 'Donald', 'Trump', 'Poop', 'Bags', 'To', 'Pick', 'Up', 'After', 'Her', 'Dog', 'The', 'Dietland', 'actress', 'said', 'using', 'the', 'bags', 'is', 'a', 'really', 'cathartic', 'therapeutic', 'moment'], ['Morgan', 'Freeman', 'Devastated', 'That', 'Sexual', 'Harassment', 'Claims', 'Could', 'Undermine', 'Legacy', 'It', 'is', 'not', 'right', 'to', 'equate', 'horrific', 'incidents', 'of', 'sexual', 'assault', 'with', 'misplaced', 'compliments', 'or', 'humor', 'he', 'said', 'in', 'a', 'statement'], ['Donald', 'Trump', 'Is', 'Lovin', 'New', 'McDonald', 's', 'Jingle', 'In', 'Tonight', 'Show', 'Bit', 'It', 's', 'catchy', 'all', 'right'], ['What', 'To', 'Watch', 'On', 'Amazon', 'Prime', 'That', 's', 'New', 'This', 'Week', 'There', 's', 'a', 'great', 'mini', 'series', 'joining', 'this', 'week'], ['Mike', 'Myers', 'Reveals', 'He', 'd', 'Like', 'To', 'Do', 'A', 'Fourth', 'Austin', 'Powers', 'Film', 'Myer', 's', 'kids', 'may', 'be', 'pushing', 'for', 'a', 'new', 'Powers', 'film', 'more', 'than', 'anyone'], ['What', 'To', 'Watch', 'On', 'Hulu', 'That', 's', 'New', 'This', 'Week', 'You', 're', 'getting', 'a', 'recent', 'Academy', 'Award', 'winning', 'movie'], ['Justin', 'Timberlake', 'Visits', 'Texas', 'School', 'Shooting', 'Victims', 'The', 'pop', 'star', 'also', 'wore', 'a', 'Santa', 'Fe', 'Strong', 'shirt', 'at', 'his', 'show', 'in', 'Houston'], ['South', 'Korean', 'President', 'Meets', 'North', 'Korea', 's', 'Kim', 'Jong', 'Un', 'To', 'Talk', 'Trump', 'Summit', 'The', 'two', 'met', 'to', 'pave', 'the', 'way', 'for', 'a', 'summit', 'between', 'North', 'Korean', 'and', 'the', 'U', 'S'], ['With', 'Its', 'Way', 'Of', 'Life', 'At', 'Risk', 'This', 'Remote', 'Oyster', 'Growing', 'Region', 'Called', 'In', 'Robots', 'The', 'revolution', 'is', 'coming', 'to', 'rural', 'New', 'Brunswick'], ['Trump', 's', 'Crackdown', 'On', 'Immigrant', 'Parents', 'Puts', 'More', 'Kids', 'In', 'An', 'Already', 'Strained', 'System', 'Last', 'month', 'a', 'Health', 'and', 'Human', 'Services', 'official', 'revealed', 'the', 'government', 'was', 'unable', 'to', 'locate', 'nearly', '1', '500', 'children', 'who', 'had', 'been', 'released', 'from', 'its', 'custody'], ['Trump', 's', 'Son', 'Should', 'Be', 'Concerned', 'FBI', 'Obtained', 'Wiretaps', 'Of', 'Putin', 'Ally', 'Who', 'Met', 'With', 'Trump', 'Jr', 'The', 'wiretaps', 'feature', 'conversations', 'between', 'Alexander', 'Torshin', 'and', 'Alexander', 'Romanov', 'a', 'convicted', 'Russian', 'money', 'launderer'], ['Edward', 'Snowden', 'There', 's', 'No', 'One', 'Trump', 'Loves', 'More', 'Than', 'Vladimir', 'Putin', 'But', 'don', 't', 'count', 'on', 'Robert', 'Mueller', 'to', 'nail', 'him', 'the', 'NSA', 'whistleblower', 'warns'], ['Booyah', 'Obama', 'Photographer', 'Hilariously', 'Trolls', 'Trump', 's', 'Spy', 'Claim', 'Just', 'a', 'peeping', 'minute'], ['Ireland', 'Votes', 'To', 'Repeal', 'Abortion', 'Amendment', 'In', 'Landslide', 'Referendum', 'Irish', 'women', 'will', 'no', 'longer', 'have', 'to', 'travel', 'to', 'the', 'United', 'Kingdom', 'to', 'end', 'their', 'pregnancies'], ['Ryan', 'Zinke', 'Looks', 'To', 'Reel', 'Back', 'Some', 'Critics', 'With', 'Grand', 'Pivot', 'To', 'Conservation', 'The', 'interior', 'secretary', 'attempts', 'damage', 'control', 'with', 'hunting', 'and', 'fishing', 'groups', 'that', 'didn', 't', 'like', 'his', 'fossil', 'fuel', 'focus'], ['Trump', 's', 'Scottish', 'Golf', 'Resort', 'Pays', 'Women', 'Significantly', 'Less', 'Than', 'Men', 'Report', 'And', 'there', 'are', 'four', 'times', 'as', 'many', 'male', 'as', 'female', 'executives']]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "tu-NTXJE2PhV",
        "colab_type": "text"
      },
      "source": [
        "영어 단어에서, 어간을 추출해보도록 하겠습니다.  \n",
        "예를 들어서 shooting이나 shoot이나 의미는 비슷할 것입니다.  \n",
        "이러한 변형 형태를 하나로 만들어주는 어간을 nltk를 활용하여 추출하도록 하겠습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9BKaNi7jPy7_",
        "colab_type": "code",
        "outputId": "86c41325-6b14-4fac-b2a7-890c5502ddb6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "# 어간 추출하기\n",
        "from nltk.stem import PorterStemmer\n",
        "from nltk.corpus import stopwords\n",
        "\n",
        "\n",
        "stops = set(stopwords.words('english'))\n",
        "st = PorterStemmer()\n",
        "\n",
        "stem_text_list = []\n",
        "for sentence in tqdm(text_list):\n",
        "    stem_text_list.append([st.stem(w) for w in sentence if w not in stops])"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "100%|██████████| 200853/200853 [01:04<00:00, 3110.41it/s]\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ei5pqZap2fln",
        "colab_type": "code",
        "outputId": "f217ce01-8719-4287-971a-949183c96fee",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 55
        }
      },
      "source": [
        "print(text_list[:20])"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[['There', 'Were', '2', 'Mass', 'Shootings', 'In', 'Texas', 'Last', 'Week', 'But', 'Only', '1', 'On', 'TV', 'She', 'left', 'her', 'husband', 'He', 'killed', 'their', 'children', 'Just', 'another', 'day', 'in', 'America'], ['Will', 'Smith', 'Joins', 'Diplo', 'And', 'Nicky', 'Jam', 'For', 'The', '2018', 'World', 'Cup', 's', 'Official', 'Song', 'Of', 'course', 'it', 'has', 'a', 'song'], ['Hugh', 'Grant', 'Marries', 'For', 'The', 'First', 'Time', 'At', 'Age', '57', 'The', 'actor', 'and', 'his', 'longtime', 'girlfriend', 'Anna', 'Eberstein', 'tied', 'the', 'knot', 'in', 'a', 'civil', 'ceremony'], ['Jim', 'Carrey', 'Blasts', 'Castrato', 'Adam', 'Schiff', 'And', 'Democrats', 'In', 'New', 'Artwork', 'The', 'actor', 'gives', 'Dems', 'an', 'ass', 'kicking', 'for', 'not', 'fighting', 'hard', 'enough', 'against', 'Donald', 'Trump'], ['Julianna', 'Margulies', 'Uses', 'Donald', 'Trump', 'Poop', 'Bags', 'To', 'Pick', 'Up', 'After', 'Her', 'Dog', 'The', 'Dietland', 'actress', 'said', 'using', 'the', 'bags', 'is', 'a', 'really', 'cathartic', 'therapeutic', 'moment'], ['Morgan', 'Freeman', 'Devastated', 'That', 'Sexual', 'Harassment', 'Claims', 'Could', 'Undermine', 'Legacy', 'It', 'is', 'not', 'right', 'to', 'equate', 'horrific', 'incidents', 'of', 'sexual', 'assault', 'with', 'misplaced', 'compliments', 'or', 'humor', 'he', 'said', 'in', 'a', 'statement'], ['Donald', 'Trump', 'Is', 'Lovin', 'New', 'McDonald', 's', 'Jingle', 'In', 'Tonight', 'Show', 'Bit', 'It', 's', 'catchy', 'all', 'right'], ['What', 'To', 'Watch', 'On', 'Amazon', 'Prime', 'That', 's', 'New', 'This', 'Week', 'There', 's', 'a', 'great', 'mini', 'series', 'joining', 'this', 'week'], ['Mike', 'Myers', 'Reveals', 'He', 'd', 'Like', 'To', 'Do', 'A', 'Fourth', 'Austin', 'Powers', 'Film', 'Myer', 's', 'kids', 'may', 'be', 'pushing', 'for', 'a', 'new', 'Powers', 'film', 'more', 'than', 'anyone'], ['What', 'To', 'Watch', 'On', 'Hulu', 'That', 's', 'New', 'This', 'Week', 'You', 're', 'getting', 'a', 'recent', 'Academy', 'Award', 'winning', 'movie'], ['Justin', 'Timberlake', 'Visits', 'Texas', 'School', 'Shooting', 'Victims', 'The', 'pop', 'star', 'also', 'wore', 'a', 'Santa', 'Fe', 'Strong', 'shirt', 'at', 'his', 'show', 'in', 'Houston'], ['South', 'Korean', 'President', 'Meets', 'North', 'Korea', 's', 'Kim', 'Jong', 'Un', 'To', 'Talk', 'Trump', 'Summit', 'The', 'two', 'met', 'to', 'pave', 'the', 'way', 'for', 'a', 'summit', 'between', 'North', 'Korean', 'and', 'the', 'U', 'S'], ['With', 'Its', 'Way', 'Of', 'Life', 'At', 'Risk', 'This', 'Remote', 'Oyster', 'Growing', 'Region', 'Called', 'In', 'Robots', 'The', 'revolution', 'is', 'coming', 'to', 'rural', 'New', 'Brunswick'], ['Trump', 's', 'Crackdown', 'On', 'Immigrant', 'Parents', 'Puts', 'More', 'Kids', 'In', 'An', 'Already', 'Strained', 'System', 'Last', 'month', 'a', 'Health', 'and', 'Human', 'Services', 'official', 'revealed', 'the', 'government', 'was', 'unable', 'to', 'locate', 'nearly', '1', '500', 'children', 'who', 'had', 'been', 'released', 'from', 'its', 'custody'], ['Trump', 's', 'Son', 'Should', 'Be', 'Concerned', 'FBI', 'Obtained', 'Wiretaps', 'Of', 'Putin', 'Ally', 'Who', 'Met', 'With', 'Trump', 'Jr', 'The', 'wiretaps', 'feature', 'conversations', 'between', 'Alexander', 'Torshin', 'and', 'Alexander', 'Romanov', 'a', 'convicted', 'Russian', 'money', 'launderer'], ['Edward', 'Snowden', 'There', 's', 'No', 'One', 'Trump', 'Loves', 'More', 'Than', 'Vladimir', 'Putin', 'But', 'don', 't', 'count', 'on', 'Robert', 'Mueller', 'to', 'nail', 'him', 'the', 'NSA', 'whistleblower', 'warns'], ['Booyah', 'Obama', 'Photographer', 'Hilariously', 'Trolls', 'Trump', 's', 'Spy', 'Claim', 'Just', 'a', 'peeping', 'minute'], ['Ireland', 'Votes', 'To', 'Repeal', 'Abortion', 'Amendment', 'In', 'Landslide', 'Referendum', 'Irish', 'women', 'will', 'no', 'longer', 'have', 'to', 'travel', 'to', 'the', 'United', 'Kingdom', 'to', 'end', 'their', 'pregnancies'], ['Ryan', 'Zinke', 'Looks', 'To', 'Reel', 'Back', 'Some', 'Critics', 'With', 'Grand', 'Pivot', 'To', 'Conservation', 'The', 'interior', 'secretary', 'attempts', 'damage', 'control', 'with', 'hunting', 'and', 'fishing', 'groups', 'that', 'didn', 't', 'like', 'his', 'fossil', 'fuel', 'focus'], ['Trump', 's', 'Scottish', 'Golf', 'Resort', 'Pays', 'Women', 'Significantly', 'Less', 'Than', 'Men', 'Report', 'And', 'there', 'are', 'four', 'times', 'as', 'many', 'male', 'as', 'female', 'executives']]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VXqT26Ib2hMg",
        "colab_type": "text"
      },
      "source": [
        "위의 단어와 비교해 보면 shootings는 shoot으로, killed는 kill 로, 바뀌었음을 알 수 있습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3AbAZUXXQPQa",
        "colab_type": "code",
        "outputId": "2ed97e92-6983-48f3-e6da-761fb49194fb",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 55
        }
      },
      "source": [
        "print(stem_text_list[:20])"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[['there', 'were', '2', 'mass', 'shoot', 'In', 'texa', 'last', 'week', 'but', 'onli', '1', 'On', 'TV', 'she', 'left', 'husband', 'He', 'kill', 'children', 'just', 'anoth', 'day', 'america'], ['will', 'smith', 'join', 'diplo', 'and', 'nicki', 'jam', 'for', 'the', '2018', 'world', 'cup', 'offici', 'song', 'Of', 'cours', 'song'], ['hugh', 'grant', 'marri', 'for', 'the', 'first', 'time', 'At', 'age', '57', 'the', 'actor', 'longtim', 'girlfriend', 'anna', 'eberstein', 'tie', 'knot', 'civil', 'ceremoni'], ['jim', 'carrey', 'blast', 'castrato', 'adam', 'schiff', 'and', 'democrat', 'In', 'new', 'artwork', 'the', 'actor', 'give', 'dem', 'ass', 'kick', 'fight', 'hard', 'enough', 'donald', 'trump'], ['julianna', 'marguli', 'use', 'donald', 'trump', 'poop', 'bag', 'To', 'pick', 'Up', 'after', 'her', 'dog', 'the', 'dietland', 'actress', 'said', 'use', 'bag', 'realli', 'cathart', 'therapeut', 'moment'], ['morgan', 'freeman', 'devast', 'that', 'sexual', 'harass', 'claim', 'could', 'undermin', 'legaci', 'It', 'right', 'equat', 'horrif', 'incid', 'sexual', 'assault', 'misplac', 'compliment', 'humor', 'said', 'statement'], ['donald', 'trump', 'Is', 'lovin', 'new', 'mcdonald', 'jingl', 'In', 'tonight', 'show', 'bit', 'It', 'catchi', 'right'], ['what', 'To', 'watch', 'On', 'amazon', 'prime', 'that', 'new', 'thi', 'week', 'there', 'great', 'mini', 'seri', 'join', 'week'], ['mike', 'myer', 'reveal', 'He', 'like', 'To', 'Do', 'A', 'fourth', 'austin', 'power', 'film', 'myer', 'kid', 'may', 'push', 'new', 'power', 'film', 'anyon'], ['what', 'To', 'watch', 'On', 'hulu', 'that', 'new', 'thi', 'week', 'you', 'get', 'recent', 'academi', 'award', 'win', 'movi'], ['justin', 'timberlak', 'visit', 'texa', 'school', 'shoot', 'victim', 'the', 'pop', 'star', 'also', 'wore', 'santa', 'Fe', 'strong', 'shirt', 'show', 'houston'], ['south', 'korean', 'presid', 'meet', 'north', 'korea', 'kim', 'jong', 'Un', 'To', 'talk', 'trump', 'summit', 'the', 'two', 'met', 'pave', 'way', 'summit', 'north', 'korean', 'U', 'S'], ['with', 'it', 'way', 'Of', 'life', 'At', 'risk', 'thi', 'remot', 'oyster', 'grow', 'region', 'call', 'In', 'robot', 'the', 'revolut', 'come', 'rural', 'new', 'brunswick'], ['trump', 'crackdown', 'On', 'immigr', 'parent', 'put', 'more', 'kid', 'In', 'An', 'alreadi', 'strain', 'system', 'last', 'month', 'health', 'human', 'servic', 'offici', 'reveal', 'govern', 'unabl', 'locat', 'nearli', '1', '500', 'children', 'releas', 'custodi'], ['trump', 'son', 'should', 'Be', 'concern', 'fbi', 'obtain', 'wiretap', 'Of', 'putin', 'alli', 'who', 'met', 'with', 'trump', 'Jr', 'the', 'wiretap', 'featur', 'convers', 'alexand', 'torshin', 'alexand', 'romanov', 'convict', 'russian', 'money', 'launder'], ['edward', 'snowden', 'there', 'No', 'one', 'trump', 'love', 'more', 'than', 'vladimir', 'putin', 'but', 'count', 'robert', 'mueller', 'nail', 'nsa', 'whistleblow', 'warn'], ['booyah', 'obama', 'photograph', 'hilari', 'troll', 'trump', 'spi', 'claim', 'just', 'peep', 'minut'], ['ireland', 'vote', 'To', 'repeal', 'abort', 'amend', 'In', 'landslid', 'referendum', 'irish', 'women', 'longer', 'travel', 'unit', 'kingdom', 'end', 'pregnanc'], ['ryan', 'zink', 'look', 'To', 'reel', 'back', 'some', 'critic', 'with', 'grand', 'pivot', 'To', 'conserv', 'the', 'interior', 'secretari', 'attempt', 'damag', 'control', 'hunt', 'fish', 'group', 'like', 'fossil', 'fuel', 'focu'], ['trump', 'scottish', 'golf', 'resort', 'pay', 'women', 'significantli', 'less', 'than', 'men', 'report', 'and', 'four', 'time', 'mani', 'male', 'femal', 'execut']]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "7Pe9e0MpQSUq",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "# 단어들에 넘버링 하기\n",
        "tokenizer = Tokenizer()\n",
        "tokenizer.fit_on_texts(stem_text_list)\n",
        "x_train = tokenizer.texts_to_sequences(stem_text_list)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "q2RM1pyfRZgP",
        "colab_type": "code",
        "outputId": "b8ebc919-8074-4b00-e5f1-87792c301296",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 315
        }
      },
      "source": [
        "print('max length :',max(len(l) for l in x_train))\n",
        "print('average length :',sum(map(len, x_train))/len(x_train))\n",
        "plt.hist([len(s) for s in x_train], bins=50)\n",
        "plt.xlabel('length')\n",
        "plt.ylabel('number')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "max length : 155\n",
            "average length : 21.35450304451514\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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ckuRDwLfpeqdJksZoZF9grKrTpghP+4u/qs4BzpkivgnYNEX8Nh6/fCZJmgOGvaciSdKM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\njUVFktQbi4okqTcWFUlSbywqkqTe/H8Hogq7IB/gRQAAAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "KAga9bhda2_v",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "max_len = 80"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "wcWqomDGRkMi",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "x_train = pad_sequences(x_train, maxlen=max_len)\n",
        "y_train = np.array(data['category'].factorize()[0])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JzN0QWanS2Dg",
        "colab_type": "code",
        "outputId": "74ed4e2e-cb34-4156-f37f-1fac44e91a8c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "y_train"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([ 0,  1,  1, ..., 10, 10, 10])"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HdzjLpPp2qt6",
        "colab_type": "text"
      },
      "source": [
        "gensim 모듈을 활용하여 사전학습된 언어 모델을 불러옵니다.  \n",
        "glove는 word2vec 이후에 나온 사전학습된 언어 모델입니다.  "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3CMZhdJNTEwV",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import gensim"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JxhNNp0GX6rB",
        "colab_type": "code",
        "outputId": "b71fdc09-9284-4cf1-eecf-8318303969c3",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 53
        }
      },
      "source": [
        "import os, requests, shutil\n",
        "\n",
        "glove_dir = './glove'\n",
        "glove_100k_50d = 'glove.first-100k.6B.50d.txt'\n",
        "glove_100k_50d_path = os.path.join(glove_dir, glove_100k_50d)\n",
        "\n",
        "# These are temporary files if we need to download it from the original source (slow)\n",
        "data_cache = './data/cache'\n",
        "glove_full_tar = 'glove.6B.zip'\n",
        "glove_full_50d = 'glove.6B.50d.txt'\n",
        "\n",
        "#force_download_from_original=False\n",
        "download_url= 'http://redcatlabs.com/downloads/deep-learning-workshop/notebooks/data/RNN/'+glove_100k_50d\n",
        "original_url = 'http://nlp.stanford.edu/data/'+glove_full_tar\n",
        "\n",
        "if not os.path.isfile( glove_100k_50d_path ):\n",
        "    if not os.path.exists(glove_dir):\n",
        "        os.makedirs(glove_dir)\n",
        "    \n",
        "    # First, try to download a pre-prepared file directly...\n",
        "    response = requests.get(download_url, stream=True)\n",
        "    if response.status_code == requests.codes.ok:\n",
        "        print(\"Downloading 42Mb pre-prepared GloVE file from RedCatLabs\")\n",
        "        with open(glove_100k_50d_path, 'wb') as out_file:\n",
        "            shutil.copyfileobj(response.raw, out_file)\n",
        "    else:\n",
        "        # But, for some reason, RedCatLabs didn't give us the file directly\n",
        "        if not os.path.exists(data_cache):\n",
        "            os.makedirs(data_cache)\n",
        "        \n",
        "        if not os.path.isfile( os.path.join(data_cache, glove_full_50d) ):\n",
        "            zipfilepath = os.path.join(data_cache, glove_full_tar)\n",
        "            if not os.path.isfile( zipfilepath ):\n",
        "                print(\"Downloading 860Mb GloVE file from Stanford\")\n",
        "                response = requests.get(download_url, stream=True)\n",
        "                with open(zipfilepath, 'wb') as out_file:\n",
        "                    shutil.copyfileobj(response.raw, out_file)\n",
        "            if os.path.isfile(zipfilepath):\n",
        "                print(\"Unpacking 50d GloVE file from zip\")\n",
        "                import zipfile\n",
        "                zipfile.ZipFile(zipfilepath, 'r').extract(glove_full_50d, data_cache)\n",
        "\n",
        "        with open(os.path.join(data_cache, glove_full_50d), 'rt') as in_file:\n",
        "            with open(glove_100k_50d_path, 'wt') as out_file:\n",
        "                print(\"Reducing 50d GloVE file to first 100k words\")\n",
        "                for i, l in enumerate(in_file.readlines()):\n",
        "                    if i>=100000: break\n",
        "                    out_file.write(l)\n",
        "    \n",
        "        # Get rid of tarfile source (the required text file itself will remain)\n",
        "        #os.unlink(zipfilepath)\n",
        "        #os.unlink(os.path.join(data_cache, glove_full_50d))\n",
        "\n",
        "print(\"GloVE available locally\")\n",
        "\n",
        "def loadGloveModel(gloveFile):\n",
        "    print(\"Loading Glove Model\")\n",
        "    f = open(gloveFile,'r')\n",
        "    model = {}\n",
        "    for line in f:\n",
        "        splitLine = line.split()\n",
        "        word = splitLine[0]\n",
        "        embedding = np.array([float(val) for val in splitLine[1:]])\n",
        "        model[word] = embedding\n",
        "    print(\"Done.\",len(model),\" words loaded!\")\n",
        "    return model"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Downloading 42Mb pre-prepared GloVE file from RedCatLabs\n",
            "GloVE available locally\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lQ0YKkT4Z4w-",
        "colab_type": "code",
        "outputId": "81605900-808c-4df4-cf7d-cbf6b411f4d6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 53
        }
      },
      "source": [
        "word_embedding = loadGloveModel(glove_100k_50d_path)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Loading Glove Model\n",
            "Done. 100000  words loaded!\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ETxt9JPK23gf",
        "colab_type": "text"
      },
      "source": [
        "단어 하나 하나가, 50개의 벡터로 임베딩 되었음을 보실 수 있습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "s5FeF5rXZ-0u",
        "colab_type": "code",
        "outputId": "81a87984-2c8c-4cac-bf98-9c681d70f1b7",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "word_embedding"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'the': array([ 4.1800e-01,  2.4968e-01, -4.1242e-01,  1.2170e-01,  3.4527e-01,\n",
              "        -4.4457e-02, -4.9688e-01, -1.7862e-01, -6.6023e-04, -6.5660e-01,\n",
              "         2.7843e-01, -1.4767e-01, -5.5677e-01,  1.4658e-01, -9.5095e-03,\n",
              "         1.1658e-02,  1.0204e-01, -1.2792e-01, -8.4430e-01, -1.2181e-01,\n",
              "        -1.6801e-02, -3.3279e-01, -1.5520e-01, -2.3131e-01, -1.9181e-01,\n",
              "        -1.8823e+00, -7.6746e-01,  9.9051e-02, -4.2125e-01, -1.9526e-01,\n",
              "         4.0071e+00, -1.8594e-01, -5.2287e-01, -3.1681e-01,  5.9213e-04,\n",
              "         7.4449e-03,  1.7778e-01, -1.5897e-01,  1.2041e-02, -5.4223e-02,\n",
              "        -2.9871e-01, -1.5749e-01, -3.4758e-01, -4.5637e-02, -4.4251e-01,\n",
              "         1.8785e-01,  2.7849e-03, -1.8411e-01, -1.1514e-01, -7.8581e-01]),\n",
              " ',': array([ 0.013441,  0.23682 , -0.16899 ,  0.40951 ,  0.63812 ,  0.47709 ,\n",
              "        -0.42852 , -0.55641 , -0.364   , -0.23938 ,  0.13001 , -0.063734,\n",
              "        -0.39575 , -0.48162 ,  0.23291 ,  0.090201, -0.13324 ,  0.078639,\n",
              "        -0.41634 , -0.15428 ,  0.10068 ,  0.48891 ,  0.31226 , -0.1252  ,\n",
              "        -0.037512, -1.5179  ,  0.12612 , -0.02442 , -0.042961, -0.28351 ,\n",
              "         3.5416  , -0.11956 , -0.014533, -0.1499  ,  0.21864 , -0.33412 ,\n",
              "        -0.13872 ,  0.31806 ,  0.70358 ,  0.44858 , -0.080262,  0.63003 ,\n",
              "         0.32111 , -0.46765 ,  0.22786 ,  0.36034 , -0.37818 , -0.56657 ,\n",
              "         0.044691,  0.30392 ]),\n",
              " '.': array([ 1.5164e-01,  3.0177e-01, -1.6763e-01,  1.7684e-01,  3.1719e-01,\n",
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              "         1.6608e-01,  1.1963e-01, -4.1328e-01, -4.2353e-01,  5.9868e-01,\n",
              "         2.8825e-01, -1.1547e-01, -4.1848e-02, -6.7989e-01, -2.5063e-01,\n",
              "         1.8472e-01,  8.6876e-02,  4.6582e-01,  1.5035e-02,  4.3474e-02,\n",
              "        -1.4671e+00, -3.0384e-01, -2.3441e-02,  3.0589e-01, -2.1785e-01,\n",
              "         3.7460e+00,  4.2284e-03, -1.8436e-01, -4.6209e-01,  9.8329e-02,\n",
              "        -1.1907e-01,  2.3919e-01,  1.1610e-01,  4.1705e-01,  5.6763e-02,\n",
              "        -6.3681e-05,  6.8987e-02,  8.7939e-02, -1.0285e-01, -1.3931e-01,\n",
              "         2.2314e-01, -8.0803e-02, -3.5652e-01,  1.6413e-02,  1.0216e-01]),\n",
              " 'of': array([ 0.70853  ,  0.57088  , -0.4716   ,  0.18048  ,  0.54449  ,\n",
              "         0.72603  ,  0.18157  , -0.52393  ,  0.10381  , -0.17566  ,\n",
              "         0.078852 , -0.36216  , -0.11829  , -0.83336  ,  0.11917  ,\n",
              "        -0.16605  ,  0.061555 , -0.012719 , -0.56623  ,  0.013616 ,\n",
              "         0.22851  , -0.14396  , -0.067549 , -0.38157  , -0.23698  ,\n",
              "        -1.7037   , -0.86692  , -0.26704  , -0.2589   ,  0.1767   ,\n",
              "         3.8676   , -0.1613   , -0.13273  , -0.68881  ,  0.18444  ,\n",
              "         0.0052464, -0.33874  , -0.078956 ,  0.24185  ,  0.36576  ,\n",
              "        -0.34727  ,  0.28483  ,  0.075693 , -0.062178 , -0.38988  ,\n",
              "         0.22902  , -0.21617  , -0.22562  , -0.093918 , -0.80375  ]),\n",
              " 'to': array([ 0.68047 , -0.039263,  0.30186 , -0.17792 ,  0.42962 ,  0.032246,\n",
              "        -0.41376 ,  0.13228 , -0.29847 , -0.085253,  0.17118 ,  0.22419 ,\n",
              "        -0.10046 , -0.43653 ,  0.33418 ,  0.67846 ,  0.057204, -0.34448 ,\n",
              "        -0.42785 , -0.43275 ,  0.55963 ,  0.10032 ,  0.18677 , -0.26854 ,\n",
              "         0.037334, -2.0932  ,  0.22171 , -0.39868 ,  0.20912 , -0.55725 ,\n",
              "         3.8826  ,  0.47466 , -0.95658 , -0.37788 ,  0.20869 , -0.32752 ,\n",
              "         0.12751 ,  0.088359,  0.16351 , -0.21634 , -0.094375,  0.018324,\n",
              "         0.21048 , -0.03088 , -0.19722 ,  0.082279, -0.09434 , -0.073297,\n",
              "        -0.064699, -0.26044 ]),\n",
              " 'and': array([ 0.26818 ,  0.14346 , -0.27877 ,  0.016257,  0.11384 ,  0.69923 ,\n",
              "        -0.51332 , -0.47368 , -0.33075 , -0.13834 ,  0.2702  ,  0.30938 ,\n",
              "        -0.45012 , -0.4127  , -0.09932 ,  0.038085,  0.029749,  0.10076 ,\n",
              "        -0.25058 , -0.51818 ,  0.34558 ,  0.44922 ,  0.48791 , -0.080866,\n",
              "        -0.10121 , -1.3777  , -0.10866 , -0.23201 ,  0.012839, -0.46508 ,\n",
              "         3.8463  ,  0.31362 ,  0.13643 , -0.52244 ,  0.3302  ,  0.33707 ,\n",
              "        -0.35601 ,  0.32431 ,  0.12041 ,  0.3512  , -0.069043,  0.36885 ,\n",
              "         0.25168 , -0.24517 ,  0.25381 ,  0.1367  , -0.31178 , -0.6321  ,\n",
              "        -0.25028 , -0.38097 ]),\n",
              " 'in': array([ 0.33042  ,  0.24995  , -0.60874  ,  0.10923  ,  0.036372 ,\n",
              "         0.151    , -0.55083  , -0.074239 , -0.092307 , -0.32821  ,\n",
              "         0.09598  , -0.82269  , -0.36717  , -0.67009  ,  0.42909  ,\n",
              "         0.016496 , -0.23573  ,  0.12864  , -1.0953   ,  0.43334  ,\n",
              "         0.57067  , -0.1036   ,  0.20422  ,  0.078308 , -0.42795  ,\n",
              "        -1.7984   , -0.27865  ,  0.11954  , -0.12689  ,  0.031744 ,\n",
              "         3.8631   , -0.17786  , -0.082434 , -0.62698  ,  0.26497  ,\n",
              "        -0.057185 , -0.073521 ,  0.46103  ,  0.30862  ,  0.12498  ,\n",
              "        -0.48609  , -0.0080272,  0.031184 , -0.36576  , -0.42699  ,\n",
              "         0.42164  , -0.11666  , -0.50703  , -0.027273 , -0.53285  ]),\n",
              " 'a': array([ 0.21705 ,  0.46515 , -0.46757 ,  0.10082 ,  1.0135  ,  0.74845 ,\n",
              "        -0.53104 , -0.26256 ,  0.16812 ,  0.13182 , -0.24909 , -0.44185 ,\n",
              "        -0.21739 ,  0.51004 ,  0.13448 , -0.43141 , -0.03123 ,  0.20674 ,\n",
              "        -0.78138 , -0.20148 , -0.097401,  0.16088 , -0.61836 , -0.18504 ,\n",
              "        -0.12461 , -2.2526  , -0.22321 ,  0.5043  ,  0.32257 ,  0.15313 ,\n",
              "         3.9636  , -0.71365 , -0.67012 ,  0.28388 ,  0.21738 ,  0.14433 ,\n",
              "         0.25926 ,  0.23434 ,  0.4274  , -0.44451 ,  0.13813 ,  0.36973 ,\n",
              "        -0.64289 ,  0.024142, -0.039315, -0.26037 ,  0.12017 , -0.043782,\n",
              "         0.41013 ,  0.1796  ]),\n",
              " '\"': array([ 0.25769 ,  0.45629 , -0.76974 , -0.37679 ,  0.59272 , -0.063527,\n",
              "         0.20545 , -0.57385 , -0.29009 , -0.13662 ,  0.32728 ,  1.4719  ,\n",
              "        -0.73681 , -0.12036 ,  0.71354 , -0.46098 ,  0.65248 ,  0.48887 ,\n",
              "        -0.51558 ,  0.039951, -0.34307 , -0.014087,  0.86488 ,  0.3546  ,\n",
              "         0.7999  , -1.4995  , -1.8153  ,  0.41128 ,  0.23921 , -0.43139 ,\n",
              "         3.6623  , -0.79834 , -0.54538 ,  0.16943 , -0.82017 , -0.3461  ,\n",
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              "        -0.38515 , -1.0002  ,  0.087599, -0.31009 , -0.34677 , -0.31438 ,\n",
              "         0.75004 ,  0.97065 ]),\n",
              " \"'s\": array([ 0.23727  ,  0.40478  , -0.20547  ,  0.58805  ,  0.65533  ,\n",
              "         0.32867  , -0.81964  , -0.23236  ,  0.27428  ,  0.24265  ,\n",
              "         0.054992 ,  0.16296  , -1.2555   , -0.086437 ,  0.44536  ,\n",
              "         0.096561 , -0.16519  ,  0.058378 , -0.38598  ,  0.086977 ,\n",
              "         0.0033869,  0.55095  , -0.77697  , -0.62096  ,  0.092948 ,\n",
              "        -2.5685   , -0.67739  ,  0.10151  , -0.48643  , -0.057805 ,\n",
              "         3.1859   , -0.017554 , -0.16138  ,  0.055486 , -0.25885  ,\n",
              "        -0.33938  , -0.19928  ,  0.26049  ,  0.10478  , -0.55934  ,\n",
              "        -0.12342  ,  0.65961  , -0.51802  , -0.82995  , -0.082739 ,\n",
              "         0.28155  , -0.423    , -0.27378  , -0.007901 , -0.030231 ]),\n",
              " 'for': array([ 0.15272 ,  0.36181 , -0.22168 ,  0.066051,  0.13029 ,  0.37075 ,\n",
              "        -0.75874 , -0.44722 ,  0.22563 ,  0.10208 ,  0.054225,  0.13494 ,\n",
              "        -0.43052 , -0.2134  ,  0.56139 , -0.21445 ,  0.077974,  0.10137 ,\n",
              "        -0.51306 , -0.40295 ,  0.40639 ,  0.23309 ,  0.20696 , -0.12668 ,\n",
              "        -0.50634 , -1.7131  ,  0.077183, -0.39138 , -0.10594 , -0.23743 ,\n",
              "         3.9552  ,  0.66596 , -0.61841 , -0.3268  ,  0.37021 ,  0.25764 ,\n",
              "         0.38977 ,  0.27121 ,  0.043024, -0.34322 ,  0.020339,  0.2142  ,\n",
              "         0.044097,  0.14003 , -0.20079 ,  0.074794, -0.36076 ,  0.43382 ,\n",
              "        -0.084617,  0.1214  ]),\n",
              " '-': array([-0.16768  ,  1.2151   ,  0.49515  ,  0.26836  , -0.4585   ,\n",
              "        -0.23311  , -0.52822  , -1.3557   ,  0.16098  ,  0.37691  ,\n",
              "        -0.92702  , -0.43904  , -1.0634   ,  1.028    ,  0.0053943,\n",
              "         0.04153  , -0.018638 , -0.55451  ,  0.026166 ,  0.28066  ,\n",
              "        -0.66245  ,  0.23435  ,  0.2451   ,  0.025668 , -1.0869   ,\n",
              "        -2.844    , -0.51272  ,  0.27286  ,  0.0071502,  0.033984 ,\n",
              "         3.9084   ,  0.52766  , -0.66899  ,  1.8238   ,  0.43436  ,\n",
              "        -0.30084  , -0.26996  ,  0.4394   ,  0.69956  ,  0.14885  ,\n",
              "         0.029453 ,  1.4888   ,  0.52361  ,  0.099354 ,  1.2515   ,\n",
              "         0.099381 , -0.079261 , -0.30862  ,  0.30893  ,  0.11023  ]),\n",
              " 'that': array([ 0.88387  , -0.14199  ,  0.13566  ,  0.098682 ,  0.51218  ,\n",
              "         0.49138  , -0.47155  , -0.30742  ,  0.01963  ,  0.12686  ,\n",
              "         0.073524 ,  0.35836  , -0.60874  , -0.18676  ,  0.78935  ,\n",
              "         0.54534  ,  0.1106   , -0.2923   ,  0.059041 , -0.69551  ,\n",
              "        -0.18804  ,  0.19455  ,  0.32269  , -0.49981  ,  0.306    ,\n",
              "        -2.3902   , -0.60749  ,  0.37107  ,  0.078912 , -0.23896  ,\n",
              "         3.839    , -0.20355  , -0.35613  , -0.69185  , -0.17497  ,\n",
              "        -0.35323  ,  0.10598  , -0.039303 ,  0.015701 ,  0.038279 ,\n",
              "        -0.35283  ,  0.44882  , -0.16534  ,  0.31579  ,  0.14963  ,\n",
              "        -0.071277 , -0.53506  ,  0.52711  , -0.20148  ,  0.0095952]),\n",
              " 'on': array([ 0.30045  ,  0.25006  , -0.16692  ,  0.1923   ,  0.026921 ,\n",
              "        -0.079486 , -0.91383  , -0.1974   , -0.053413 , -0.40846  ,\n",
              "        -0.26844  , -0.28212  , -0.5      ,  0.1221   ,  0.3903   ,\n",
              "         0.17797  , -0.4429   , -0.40478  , -0.9505   , -0.16897  ,\n",
              "         0.77793  ,  0.33525  ,  0.3346   , -0.1754   , -0.12017  ,\n",
              "        -1.7861   ,  0.29241  ,  0.55933  ,  0.029982 , -0.32417  ,\n",
              "         3.9297   ,  0.1088   , -0.57335  , -0.17842  ,  0.0041748,\n",
              "        -0.16309  ,  0.45077  , -0.16123  , -0.17311  , -0.087889 ,\n",
              "        -0.089032 ,  0.062001 , -0.19946  , -0.38863  , -0.18232  ,\n",
              "         0.060751 ,  0.098603 , -0.07131  ,  0.23052  , -0.51939  ]),\n",
              " 'is': array([ 6.1850e-01,  6.4254e-01, -4.6552e-01,  3.7570e-01,  7.4838e-01,\n",
              "         5.3739e-01,  2.2239e-03, -6.0577e-01,  2.6408e-01,  1.1703e-01,\n",
              "         4.3722e-01,  2.0092e-01, -5.7859e-02, -3.4589e-01,  2.1664e-01,\n",
              "         5.8573e-01,  5.3919e-01,  6.9490e-01, -1.5618e-01,  5.5830e-02,\n",
              "        -6.0515e-01, -2.8997e-01, -2.5594e-02,  5.5593e-01,  2.5356e-01,\n",
              "        -1.9612e+00, -5.1381e-01,  6.9096e-01,  6.6246e-02, -5.4224e-02,\n",
              "         3.7871e+00, -7.7403e-01, -1.2689e-01, -5.1465e-01,  6.6705e-02,\n",
              "        -3.2933e-01,  1.3483e-01,  1.9049e-01,  1.3812e-01, -2.1503e-01,\n",
              "        -1.6573e-02,  3.1200e-01, -3.3189e-01, -2.6001e-02, -3.8203e-01,\n",
              "         1.9403e-01, -1.2466e-01, -2.7557e-01,  3.0899e-01,  4.8497e-01]),\n",
              " 'was': array([ 0.086888, -0.19416 , -0.24267 , -0.33391 ,  0.56731 ,  0.39783 ,\n",
              "        -0.97809 ,  0.03159 , -0.61469 , -0.31406 ,  0.56145 ,  0.12886 ,\n",
              "        -0.84193 , -0.46992 ,  0.47097 ,  0.023012, -0.59609 ,  0.22291 ,\n",
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              "        -2.1488   , -0.24284  ,  0.33809  ,  0.43993  , -0.21616  ,\n",
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              "        -0.18272  ,  0.076803 ,  0.51579  ,  0.0072516, -0.29192  ,\n",
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              "        -0.34786 , -0.47901 ,  0.57621 , -0.16053 , -0.26457 , -0.13732 ,\n",
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              "         3.6902  ,  0.30744 ,  0.50713 , -0.6537  ,  0.80491 ,  0.23672 ,\n",
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              "         0.84984 ,  0.41409 ,  0.083774, -0.28737 , -1.4735  , -0.20095 ,\n",
              "        -0.17246 , -1.0984  ]),\n",
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              "         2.7950e-01, -2.5666e-01,  9.3076e-02, -3.6288e-01,  9.0776e-02,\n",
              "         2.8409e-01,  7.1337e-01, -4.7510e-01, -2.4413e-01,  8.8424e-01,\n",
              "         8.9109e-01,  4.3009e-01, -2.7330e-01,  1.1276e-01, -8.1665e-01,\n",
              "        -4.1272e-01,  1.7754e-01,  6.1942e-01,  1.0466e-01,  3.3327e-01,\n",
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              "        -6.8406e-02, -6.7626e-01,  3.3763e-01,  5.0139e-02,  3.3465e-01]),\n",
              " 'this': array([ 5.3074e-01,  4.0117e-01, -4.0785e-01,  1.5444e-01,  4.7782e-01,\n",
              "         2.0754e-01, -2.6951e-01, -3.4023e-01, -1.0879e-01,  1.0563e-01,\n",
              "        -1.0289e-01,  1.0849e-01, -4.9681e-01, -2.5128e-01,  8.4025e-01,\n",
              "         3.8949e-01,  3.2284e-01, -2.2797e-01, -4.4342e-01, -3.1649e-01,\n",
              "        -1.2406e-01, -2.8170e-01,  1.9467e-01,  5.5513e-02,  5.6705e-01,\n",
              "        -1.7419e+00, -9.1145e-01,  2.7036e-01,  4.1927e-01,  2.0279e-02,\n",
              "         4.0405e+00, -2.4943e-01, -2.0416e-01, -6.2762e-01, -5.4783e-02,\n",
              "        -2.6883e-01,  1.8444e-01,  1.8204e-01, -2.3536e-01, -1.6155e-01,\n",
              "        -2.7655e-01,  3.5506e-02, -3.8211e-01, -7.5134e-04, -2.4822e-01,\n",
              "         2.8164e-01,  1.2819e-01,  2.8762e-01,  1.4440e-01,  2.3611e-01]),\n",
              " 'who': array([-0.19461 , -0.051277,  0.26445 , -0.57399 ,  1.0236  ,  0.58923 ,\n",
              "        -1.3399  ,  0.31032 , -0.89433 , -0.13192 ,  0.21305 ,  0.29171 ,\n",
              "        -0.66079 ,  0.084125,  0.76578 , -0.42393 ,  0.32445 ,  0.13603 ,\n",
              "        -0.29987 , -0.046415, -0.74811 ,  1.2134  ,  0.24988 ,  0.22846 ,\n",
              "         0.23546 , -2.6054  ,  0.12491 , -0.94028 , -0.58308 , -0.32325 ,\n",
              "         2.8419  ,  0.33474 , -0.33902 , -0.23434 ,  0.37735 ,  0.093804,\n",
              "        -0.25969 ,  0.68889 ,  0.37689 , -0.2186  , -0.24244 ,  1.0029  ,\n",
              "         0.18607 ,  0.27486 ,  0.48089 , -0.43533 , -1.1012  , -0.67103 ,\n",
              "        -0.21652 , -0.025891]),\n",
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              "        -0.35176 , -0.25955 ,  0.62368 ,  0.60824 ,  0.34905 , -0.27195 ,\n",
              "        -0.27981 , -1.0183  , -0.1487  ,  0.41932 ,  1.0342  ,  0.17783 ,\n",
              "         0.13569 , -1.9999  , -0.56163 ,  0.004018,  0.60839 , -1.0031  ,\n",
              "         3.9546  ,  0.68698 , -0.53593 , -0.7427  ,  0.18078 ,  0.034527,\n",
              "         0.016026,  0.12467 , -0.084633, -0.10375 , -0.47862 , -0.22314 ,\n",
              "         0.25487 ,  0.69985 ,  0.32714 , -0.15726 , -0.6202  , -0.23113 ,\n",
              "        -0.31217 , -0.3049  ]),\n",
              " 'had': array([ 0.60348 , -0.52096 ,  0.40851 , -0.37217 ,  0.36978 ,  0.61082 ,\n",
              "        -1.3228  ,  0.24375 , -0.5942  , -0.35708 ,  0.39942 ,  0.031911,\n",
              "        -1.0643  , -0.52327 ,  0.71453 ,  0.063384, -0.46383 , -0.34641 ,\n",
              "        -0.72445 , -0.13714 , -0.19179 ,  0.72225 ,  0.6295  , -0.8086  ,\n",
              "        -0.037694, -2.0355  ,  0.10566 , -0.038591, -0.23201 , -0.29627 ,\n",
              "         3.3215  ,  0.032443,  0.085368, -0.40771 ,  0.45341 , -0.099674,\n",
              "         0.44704 ,  0.5422  ,  0.18185 ,  0.17504 , -0.33833 ,  0.31697 ,\n",
              "        -0.025268,  0.095795, -0.25071 , -0.47564 , -1.0407  , -0.15138 ,\n",
              "        -0.22057 , -0.59633 ]),\n",
              " 'i': array([ 1.1891e-01,  1.5255e-01, -8.2073e-02, -7.4144e-01,  7.5917e-01,\n",
              "        -4.8328e-01, -3.1009e-01,  5.1476e-01, -9.8708e-01,  6.1757e-04,\n",
              "        -1.5043e-01,  8.3770e-01, -1.0797e+00, -5.1460e-01,  1.3188e+00,\n",
              "         6.2007e-01,  1.3779e-01,  4.7108e-01, -7.2874e-02, -7.2675e-01,\n",
              "        -7.4116e-01,  7.5263e-01,  8.8180e-01,  2.9561e-01,  1.3548e+00,\n",
              "        -2.5701e+00, -1.3523e+00,  4.5880e-01,  1.0068e+00, -1.1856e+00,\n",
              "         3.4737e+00,  7.7898e-01, -7.2929e-01,  2.5102e-01, -2.6156e-01,\n",
              "        -3.4684e-01,  5.5841e-01,  7.5098e-01,  4.9830e-01, -2.6823e-01,\n",
              "        -2.7443e-03, -1.8298e-02, -2.8096e-01,  5.5318e-01,  3.7706e-02,\n",
              "         1.8555e-01, -1.5025e-01, -5.7512e-01, -2.6671e-01,  9.2121e-01]),\n",
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              "         6.5504e-01, -3.4224e-01, -7.6129e-01,  1.0258e-01,  5.9494e-02,\n",
              "         3.0353e-01, -1.0311e-01, -2.8574e-01, -3.5059e-01,  2.3319e-01,\n",
              "         2.7913e-01, -2.1905e-03,  1.6015e-01, -6.5622e-01, -1.3339e-01,\n",
              "         3.8494e-01, -2.0867e-01,  2.6137e-01, -9.0254e-02, -3.4935e-01,\n",
              "        -1.5398e+00, -4.6352e-01,  1.6734e-01, -1.9253e-01, -1.9790e-01,\n",
              "         4.0080e+00, -2.4514e-01, -1.5461e-01, -2.8890e-01, -4.9511e-02,\n",
              "        -2.9696e-01,  2.1610e-01, -1.5298e-01, -1.2235e-01,  7.1447e-02,\n",
              "        -1.1104e-01, -1.5518e-01, -2.6936e-02, -6.7826e-02, -5.6607e-01,\n",
              "         2.0991e-01, -4.0505e-01, -1.2906e-01, -1.8325e-01, -5.8796e-01]),\n",
              " 'will': array([ 8.1544e-01,  3.0171e-01,  5.4720e-01,  4.6581e-01,  2.8531e-01,\n",
              "        -5.6112e-01, -4.3913e-01, -9.0877e-03,  1.0002e-01, -1.7218e-01,\n",
              "         2.8133e-01,  3.7672e-01, -4.0756e-01,  1.5836e-01,  8.9113e-01,\n",
              "         1.2997e+00,  5.1508e-01, -1.9480e-01,  5.1856e-02, -9.3380e-01,\n",
              "         6.9955e-02, -2.4876e-01, -1.6723e-02, -2.0310e-01, -3.3558e-02,\n",
              "        -1.8132e+00,  1.1199e-01, -3.1961e-01, -1.3746e-01, -4.5499e-01,\n",
              "         3.8856e+00,  1.2140e+00, -1.0046e+00, -5.6274e-02,  3.8776e-03,\n",
              "        -4.0669e-01,  2.9452e-01,  3.0171e-01,  3.8848e-02, -5.6088e-01,\n",
              "        -4.6582e-01,  1.7155e-01,  3.3729e-01, -1.5247e-01,  2.3771e-02,\n",
              "         5.1415e-01, -2.1759e-01,  3.1965e-01, -3.4741e-01,  4.1672e-01]),\n",
              " 'their': array([ 4.1519e-01,  1.3167e-01, -5.6900e-02, -5.6765e-01,  4.9924e-01,\n",
              "         2.1288e-01, -8.1949e-01,  3.2257e-01, -6.5374e-02, -5.5513e-02,\n",
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              "         1.4523e-03, -7.3220e-02, -6.5668e-01,  1.1368e-01, -9.1816e-01,\n",
              "         2.9319e-02,  3.8103e-01,  3.4032e-01, -2.1496e-01, -2.6681e-01,\n",
              "        -1.6509e+00, -7.1668e-01, -4.1272e-01,  4.8465e-01, -6.2432e-01,\n",
              "         4.1939e+00,  1.4292e+00, -4.5902e-01, -5.1709e-01,  2.6260e-01,\n",
              "         5.1086e-01, -2.3999e-01, -6.9620e-02, -4.5610e-01, -4.8333e-01,\n",
              "        -3.9544e-01, -5.3831e-01, -7.0727e-02,  5.4496e-01,  2.3510e-01,\n",
              "        -1.8746e-01, -2.2420e-01, -1.1806e-01, -3.4499e-01, -8.6949e-01]),\n",
              " ':': array([-1.7587e-01,  1.3508e+00, -1.8159e-01,  4.5197e-01,  3.7554e-01,\n",
              "        -2.0926e-01,  1.4956e-02, -8.7286e-01, -5.4443e-01, -2.5731e-01,\n",
              "        -5.2100e-01,  6.2242e-01, -5.2387e-01, -6.1782e-02,  1.1805e+00,\n",
              "        -4.1984e-02,  1.0582e-01, -2.0913e-01, -5.4508e-01,  2.7728e-02,\n",
              "        -3.1329e-01,  1.3439e-01,  5.5192e-01,  7.5419e-01,  3.0996e-01,\n",
              "        -1.3301e+00, -9.8620e-01, -3.3747e-01,  1.7633e-01, -3.7547e-01,\n",
              "         3.4474e+00,  1.4171e-01, -6.5033e-01,  1.0118e-01,  1.4796e-04,\n",
              "        -7.4707e-02,  1.9146e-01, -4.7977e-01,  3.9628e-01, -1.3403e-01,\n",
              "         4.3043e-01,  4.5704e-01,  5.9387e-01, -4.0308e-01,  6.7302e-02,\n",
              "         1.2784e+00,  4.9927e-01,  1.5617e-01,  5.6650e-01,  6.1385e-01]),\n",
              " 'or': array([ 0.26358 ,  0.18747 ,  0.044394, -0.19119 ,  0.45455 ,  0.66445 ,\n",
              "         0.25855 , -0.64886 , -0.67653 ,  0.045254,  0.071081,  0.3645  ,\n",
              "         0.74863 , -0.17489 ,  0.28723 ,  0.43277 , -0.39184 , -0.048568,\n",
              "        -0.21373 , -0.72992 ,  0.13902 , -0.23308 ,  0.70256 ,  0.2176  ,\n",
              "        -0.20647 , -1.415   , -0.32587 , -0.075019,  0.88536 , -0.56679 ,\n",
              "         4.0296  ,  0.019803, -0.57259 , -0.060878,  0.14667 ,  0.16532 ,\n",
              "         0.21188 , -0.38358 ,  0.42748 , -0.096921,  0.19285 ,  0.021779,\n",
              "         0.58562 ,  0.97633 ,  0.20384 , -0.2162  , -0.021486, -0.42936 ,\n",
              "         0.52879 , -0.12598 ]),\n",
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              "        -0.3341  , -0.60423 ,  0.47637 ,  0.25451 ,  0.19491 , -0.061142,\n",
              "        -0.45815 , -0.17374 , -0.32716 ,  0.33472 , -0.3218  ,  0.090518,\n",
              "        -0.24682 , -0.35467 ,  0.55269 , -0.33177 , -0.58048 , -0.55391 ,\n",
              "        -0.64466 , -1.8028  , -0.65173 ,  0.4374  ,  0.051813,  0.22641 ,\n",
              "         4.2766  ,  0.19443 , -0.13428 , -0.10278 , -0.062464, -0.39073 ,\n",
              "        -0.29381 , -0.013531, -0.58142 , -0.69717 , -0.068871, -0.50049 ,\n",
              "        -0.013803, -0.11011 , -0.64282 ,  0.4396  , -0.22455 ,  0.4893  ,\n",
              "        -0.26152 , -0.46886 ]),\n",
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              "        -0.49264 ,  0.26775 ,  0.48799 , -0.29537 ,  0.18485 ,  0.14937 ,\n",
              "        -0.75009 , -0.35651 , -0.23699 ,  0.1849  ,  0.17237 ,  0.23611 ,\n",
              "         0.14077 , -1.9031  , -0.65353 , -0.022539,  0.10383 , -0.43705 ,\n",
              "         3.781   , -0.044077, -0.046643,  0.027274,  0.51883 ,  0.13353 ,\n",
              "         0.23231 ,  0.25599 ,  0.060888, -0.065618, -0.15556 ,  0.30818 ,\n",
              "        -0.093586,  0.33296 , -0.14613 ,  0.016332, -0.24251 , -0.20526 ,\n",
              "         0.07009 , -0.11568 ]),\n",
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              "         0.21468  , -0.98765  ,  0.82962  , -0.42782  , -0.22879  ,\n",
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              "         0.0056658, -0.77305  , -0.66913  , -1.3384   ,  0.34676  ,\n",
              "         0.5044   ,  0.5125   ,  0.26826  , -0.65313  , -0.081516 ,\n",
              "        -2.1658   ,  0.57974  ,  0.036345 ,  0.0090949,  0.25772  ,\n",
              "         3.4402   ,  0.20732  , -0.52028  ,  0.026453 ,  0.17895  ,\n",
              "        -0.017802 ,  0.36605  ,  0.34539  ,  0.41357  , -0.2497   ,\n",
              "        -0.49227  ,  0.17745  , -0.43764  , -0.3484   , -0.057061 ,\n",
              "        -0.039578 , -0.13517  , -0.4258   ,  0.13681  , -0.77731  ]),\n",
              " 'new': array([ 1.9511e-01,  5.0739e-01,  1.4709e-03,  4.1914e-02, -1.6759e-01,\n",
              "         3.7517e-02, -1.3970e+00, -9.2398e-01, -2.4296e-01, -1.5171e-01,\n",
              "        -4.7829e-01,  5.4612e-02, -2.4986e-01,  3.8398e-01,  1.6182e-02,\n",
              "         3.4938e-01, -2.2627e-01,  8.6618e-02, -4.1001e-01, -1.8139e-01,\n",
              "         7.5607e-01, -2.6200e-02, -6.9557e-01,  1.0874e-01, -4.7539e-01,\n",
              "        -1.8095e+00, -1.6940e-01, -5.9863e-02, -1.6806e-01, -9.4546e-02,\n",
              "         3.6610e+00,  4.1462e-02, -2.9161e-01, -6.9772e-01,  3.0805e-01,\n",
              "        -2.8457e-01,  1.3217e-01, -7.6430e-03, -9.2390e-02, -4.9237e-01,\n",
              "        -2.7055e-01,  6.0425e-02,  9.5107e-02, -2.3679e-01, -8.6108e-02,\n",
              "         1.0243e+00, -2.2779e-01,  3.0488e-02, -1.4272e-01,  4.5411e-01]),\n",
              " 'been': array([ 0.92884  , -0.72457  ,  0.068095 , -0.3816   , -0.038686 ,\n",
              "         0.22314  , -1.1041   ,  0.0084314, -0.26638  , -0.057147 ,\n",
              "         0.33383  , -0.02368  , -0.7689   , -0.17933  ,  0.84499  ,\n",
              "         0.28781  , -0.12754  ,  0.11154  , -0.34022  , -0.18687  ,\n",
              "        -0.28446  ,  0.32557  ,  0.87015  , -0.21355  , -0.094175 ,\n",
              "        -2.0216   , -0.2176   ,  0.45054  , -0.14068  ,  0.080753 ,\n",
              "         3.7849   , -0.4107   ,  0.33195  , -0.87998  ,  0.17309  ,\n",
              "         0.14065  ,  0.22707  ,  0.485    , -0.51256  , -0.021742 ,\n",
              "        -0.69401  ,  0.145    ,  0.0082681,  0.38385  ,  0.16011  ,\n",
              "        -0.35487  , -1.1284   ,  0.047085 , -0.32297  , -0.64192  ]),\n",
              " 'also': array([ 0.352   ,  0.25323 , -0.097659,  0.26108 ,  0.12976 ,  0.33684 ,\n",
              "        -0.73076 , -0.42641 , -0.22795 , -0.083619,  0.52963 ,  0.34644 ,\n",
              "        -0.32824 , -0.28667 ,  0.24876 ,  0.22053 ,  0.019356, -0.015447,\n",
              "        -0.18319 , -0.29729 ,  0.11739 , -0.071214,  0.41086 ,  0.013912,\n",
              "        -0.17424 , -1.5839  , -0.051961, -0.18115 , -0.76375 , -0.17817 ,\n",
              "         3.749   , -0.045559,  0.10721 , -0.51313 ,  0.25279 , -0.051714,\n",
              "         0.31911 ,  0.28    , -0.19937 ,  0.17819 ,  0.018623,  0.47641 ,\n",
              "        -0.15655 , -0.38287 ,  0.26989 , -0.011186, -0.7244  ,  0.036514,\n",
              "        -0.011489, -0.025882]),\n",
              " 'we': array([ 0.57387 , -0.32729 ,  0.070521, -0.4198  ,  0.862   , -0.80001 ,\n",
              "        -0.40604 ,  0.15312 , -0.29788 , -0.1105  , -0.097119,  0.59642 ,\n",
              "        -0.99814 , -0.28148 ,  1.0152  ,  0.87544 ,  1.0282  , -0.05036 ,\n",
              "         0.24194 , -1.1426  , -0.50601 ,  0.64976 ,  0.74833 ,  0.020473,\n",
              "         0.9595  , -1.9204  , -0.80656 ,  0.29247 ,  1.0009  , -0.98565 ,\n",
              "         4.0094  ,  1.0407  , -0.82849 , -0.4847  , -0.36146 , -0.39552 ,\n",
              "         0.27891 ,  0.15312 ,  0.15848 ,  0.018686, -0.50905 , -0.22916 ,\n",
              "         0.1868  ,  0.44946 ,  0.10229 ,  0.21882 , -0.30608 ,  0.48759 ,\n",
              "        -0.18439 ,  0.69939 ]),\n",
              " 'would': array([ 0.7619   , -0.29773  ,  0.51396  , -0.13303  ,  0.24156  ,\n",
              "         0.066799 , -0.54084  ,  0.2071   , -0.28225  , -0.11638  ,\n",
              "         0.21666  ,  0.54908  , -0.36744  , -0.10543  ,  0.81567  ,\n",
              "         1.1743   ,  0.56055  , -0.3345   ,  0.099767 , -0.87465  ,\n",
              "         0.12229  , -0.18532  ,  0.086783 , -0.36343  ,  0.008002 ,\n",
              "        -2.2268   , -0.20079  , -0.10313  ,  0.24318  , -0.39819  ,\n",
              "         3.7136   ,  0.59088  , -1.1013   , -0.25292  ,  0.0057067,\n",
              "        -0.60475  ,  0.35965  , -0.059581 , -0.029059 , -0.3989   ,\n",
              "        -0.52631  ,  0.12436  ,  0.13609  ,  0.12699  , -0.23032  ,\n",
              "        -0.044567 , -0.6545   ,  0.43088  , -0.22768  ,  0.4026   ]),\n",
              " 'two': array([ 0.58289  ,  0.36258  ,  0.34065  ,  0.36416  ,  0.34337  ,\n",
              "         0.79387  , -0.9362   ,  0.11432  , -0.63005  , -0.55524  ,\n",
              "        -0.28706  , -0.47143  , -0.75673  ,  0.63868  ,  0.22479  ,\n",
              "        -0.64652  , -0.074314 , -0.34903  , -0.97285  , -0.53981  ,\n",
              "         0.015171 ,  0.24479  ,  0.62661  ,  0.070447 , -0.51629  ,\n",
              "        -1.2004   ,  0.3122   , -0.44053  , -0.29869  , -0.56326  ,\n",
              "         4.022    ,  0.38463  , -0.028468 ,  0.068716 ,  1.0746   ,\n",
              "         0.48309  ,  0.2475   ,  0.22802  , -0.35743  ,  0.40392  ,\n",
              "        -0.54738  ,  0.15244  ,  0.41     ,  0.15702  ,  0.0077935,\n",
              "        -0.015106 , -0.28653  , -0.16158  , -0.35169  , -0.82555  ]),\n",
              " 'more': array([ 0.87943 , -0.11176 ,  0.4338  , -0.42919 ,  0.41989 ,  0.2183  ,\n",
              "        -0.3674  , -0.60889 , -0.41072 ,  0.4899  , -0.4006  , -0.50159 ,\n",
              "         0.24187 , -0.1564  ,  0.67703 , -0.021355,  0.33676 ,  0.35209 ,\n",
              "        -0.24232 , -1.0745  , -0.13775 ,  0.29949 ,  0.44603 , -0.14464 ,\n",
              "         0.16625 , -1.3699  , -0.38233 , -0.011387,  0.38127 ,  0.038097,\n",
              "         4.3657  ,  0.44172 ,  0.34043 , -0.35538 ,  0.30073 , -0.09223 ,\n",
              "        -0.33221 ,  0.37709 , -0.29665 , -0.30311 , -0.49652 ,  0.34285 ,\n",
              "         0.77089 ,  0.60848 ,  0.15698 ,  0.029356, -0.42687 ,  0.37183 ,\n",
              "        -0.71368 ,  0.30175 ]),\n",
              " \"'\": array([-0.039369,  1.2036  ,  0.35401 , -0.55999 , -0.52078 , -0.66988 ,\n",
              "        -0.75417 , -0.6534  , -0.23246 ,  0.58686 , -0.40797 ,  1.2057  ,\n",
              "        -1.11    ,  0.51235 ,  0.1246  ,  0.05306 ,  0.61041 , -1.1295  ,\n",
              "        -0.11834 ,  0.26311 , -0.72112 , -0.079739,  0.75497 , -0.023356,\n",
              "        -0.56079 , -2.1037  , -1.8793  , -0.179   , -0.14498 , -0.63742 ,\n",
              "         3.181   ,  0.93412 , -0.6183  ,  0.58116 ,  0.58956 , -0.19806 ,\n",
              "         0.42181 , -0.85674 ,  0.33207 ,  0.020538, -0.60141 ,  0.50403 ,\n",
              "        -0.083316,  0.20239 ,  0.443   , -0.060769, -0.42807 , -0.084135,\n",
              "         0.49164 ,  0.085654]),\n",
              " 'first': array([-0.14168  ,  0.41108  , -0.31227  ,  0.16633  ,  0.26124  ,\n",
              "         0.45708  , -1.2001   ,  0.014923 , -0.22779  , -0.16937  ,\n",
              "         0.34633  , -0.12419  , -0.65711  ,  0.29226  ,  0.62407  ,\n",
              "        -0.57916  , -0.33947  , -0.22046  , -1.4832   ,  0.28958  ,\n",
              "         0.081396 , -0.21696  ,  0.0056613, -0.054199 ,  0.098504 ,\n",
              "        -1.5874   , -0.22867  , -0.62957  , -0.39542  , -0.080841 ,\n",
              "         3.5949   , -0.16872  , -0.39024  ,  0.026912 ,  0.52646  ,\n",
              "        -0.022844 ,  0.63289  ,  0.62702  , -0.22171  , -0.45045  ,\n",
              "        -0.14998  , -0.27723  , -0.46658  , -0.44268  , -0.43691  ,\n",
              "         0.38455  ,  0.1369   , -0.25424  ,  0.017821 , -0.1489   ]),\n",
              " 'about': array([ 0.89466 ,  0.36604 ,  0.37588 , -0.41818 ,  0.58462 ,  0.18594 ,\n",
              "        -0.41907 , -0.46621 , -0.54903 ,  0.02477 , -0.90816 , -0.48271 ,\n",
              "        -0.050742, -0.74039 ,  1.4377  , -0.01974 , -0.2384  ,  0.43154 ,\n",
              "        -0.6612  , -0.41275 ,  0.25475 ,  0.93498 ,  0.81404 , -0.17296 ,\n",
              "         0.61296 , -1.8475  , -0.27616 ,  0.27701 ,  0.42347 , -0.11599 ,\n",
              "         3.6243  ,  0.12306 , -0.023526, -0.24843 , -0.22376 , -0.53941 ,\n",
              "        -0.62444 , -0.27711 ,  0.49406 ,  0.020234, -0.2346  ,  0.44512 ,\n",
              "         0.53397 ,  0.66654 , -0.093662, -0.035203, -0.064194,  0.55998 ,\n",
              "        -0.66593 ,  0.12177 ]),\n",
              " 'up': array([ 0.032286 , -0.27071  ,  0.68108  , -0.27942  ,  0.5797   ,\n",
              "        -0.0081097, -0.82792  , -0.53342  , -0.47851  , -0.068256 ,\n",
              "        -0.46964  , -0.31717  , -0.49372  ,  0.09808  ,  0.49961  ,\n",
              "         0.27305  ,  0.099922 , -0.16148  , -0.69952  , -0.70435  ,\n",
              "         0.59084  ,  0.62031  ,  0.30467  , -0.41578  , -0.0222   ,\n",
              "        -1.6312   ,  0.54676  ,  0.25754  ,  0.44541  , -0.72799  ,\n",
              "         3.9129   ,  0.80075  , -0.18839  ,  0.42435  ,  0.039207 ,\n",
              "        -0.093939 , -0.39516  ,  0.20976  ,  0.59488  , -0.3907   ,\n",
              "        -0.31555  ,  0.24074  ,  0.41694  ,  0.10415  , -0.044305 ,\n",
              "        -0.09516  ,  0.25464  , -0.56699  ,  0.033216 , -0.58123  ]),\n",
              " 'when': array([ 2.7062e-01, -3.6596e-01,  9.7193e-02, -5.0708e-01,  3.7375e-01,\n",
              "         1.6736e-01, -9.4185e-01,  5.4004e-01, -6.6669e-01, -2.4236e-01,\n",
              "         2.5876e-01,  2.8084e-01, -8.6643e-01, -6.8961e-02,  9.0346e-01,\n",
              "         4.0877e-01, -3.9563e-01, -2.5604e-01, -1.0316e+00, -2.6669e-01,\n",
              "        -8.0584e-02,  4.0841e-01,  5.5885e-01, -1.8299e-01,  4.6494e-01,\n",
              "        -2.2671e+00,  1.4102e-01,  1.9841e-01,  5.1530e-01, -2.7608e-01,\n",
              "         3.3604e+00,  1.5123e-01, -3.6693e-01, -2.8804e-01,  7.6042e-02,\n",
              "        -7.6662e-02,  2.1897e-01,  3.9001e-01,  3.8684e-01, -1.6961e-01,\n",
              "        -3.3674e-01,  3.7094e-01, -4.5911e-01,  6.6285e-04, -1.7797e-01,\n",
              "         1.2467e-01, -1.5418e-02, -7.5256e-01, -1.7335e-01, -2.2587e-01]),\n",
              " 'year': array([-0.098793 ,  0.26983  ,  0.35304  , -0.10727  , -0.015183 ,\n",
              "         0.053398 , -1.0824   , -0.53005  ,  0.0095416,  0.070428 ,\n",
              "        -0.08925  , -0.62666  , -0.52662  , -0.56571  ,  1.8044   ,\n",
              "         0.01686  , -0.44871  , -0.04146  , -1.1136   ,  0.17488  ,\n",
              "         0.49561  , -0.38238  ,  0.30185  , -0.70675  , -0.35891  ,\n",
              "        -1.5164   , -0.024403 , -0.54107  , -0.36163  ,  0.52803  ,\n",
              "         3.6553   ,  0.71214  , -0.16995  ,  0.36368  ,  0.3399   ,\n",
              "        -0.48186  ,  0.10936  ,  0.61428  ,  0.15697  , -0.70716  ,\n",
              "        -1.2359   , -0.014258 ,  0.095588 , -0.30634  , -0.49741  ,\n",
              "        -0.049394 , -0.16697  ,  0.11972  , -0.37511  ,  0.098348 ]),\n",
              " 'there': array([ 0.68491 ,  0.32385 , -0.11592 , -0.35925 ,  0.49889 ,  0.042541,\n",
              "        -0.40153 , -0.36793 , -0.61441 , -0.41148 , -0.3482  , -0.21952 ,\n",
              "        -0.22393 , -0.64966 ,  0.85443 ,  0.33582 ,  0.2931  ,  0.16552 ,\n",
              "        -0.55082 , -0.61277 , -0.14768 ,  0.47551 ,  0.65877 , -0.07103 ,\n",
              "         0.56147 , -1.2651  , -0.74117 ,  0.36365 ,  0.5623  , -0.27365 ,\n",
              "         3.8506  ,  0.27645 , -0.1009  , -0.71568 ,  0.18511 , -0.12312 ,\n",
              "         0.56631 , -0.22377 , -0.016831,  0.57539 , -0.51761 ,  0.033823,\n",
              "         0.19643 ,  0.63498 , -0.24866 ,  0.038716, -0.50559 ,  0.17874 ,\n",
              "        -0.1693  ,  0.062375]),\n",
              " 'all': array([ 0.19253 ,  0.10006 ,  0.063798, -0.087664,  0.52217 ,  0.39105 ,\n",
              "        -0.41975 , -0.45671 , -0.34053 , -0.11175 ,  0.014754,  0.31734 ,\n",
              "        -0.50853 , -0.1156  ,  0.74303 ,  0.097618,  0.34407 , -0.1213  ,\n",
              "        -0.16938 , -0.84088 , -0.11231 ,  0.40602 ,  0.76801 ,  0.091138,\n",
              "         0.10782 , -1.2673  , -0.57709 , -0.36208 ,  0.34824 , -0.75458 ,\n",
              "         4.0426  ,  0.94967 , -0.22668 , -0.35777 ,  0.3413  ,  0.13072 ,\n",
              "         0.23045 , -0.036997, -0.25889 ,  0.12977 , -0.39031 , -0.049607,\n",
              "         0.45766 ,  0.56782 , -0.46165 ,  0.41933 , -0.5492  ,  0.081191,\n",
              "        -0.30485 , -0.30513 ]),\n",
              " '--': array([ 4.9806e-01,  1.2382e+00,  8.6976e-01,  2.5293e-03, -5.6263e-01,\n",
              "        -3.8781e-01, -4.7155e-01, -9.5717e-01, -1.2314e-01,  6.3262e-01,\n",
              "        -7.3375e-01, -6.3457e-02, -6.6477e-01,  6.8096e-01,  6.3595e-01,\n",
              "         8.1748e-01,  1.5183e-01, -9.7582e-01,  2.3674e-01,  1.7767e-01,\n",
              "        -4.1731e-01,  1.2586e-01,  8.8072e-01, -4.9402e-02, -8.3049e-01,\n",
              "        -2.4283e+00, -1.3054e+00,  1.6500e-01, -5.6037e-02, -1.1953e-02,\n",
              "         3.0108e+00,  8.9362e-01, -4.9819e-01,  5.6545e-01,  9.5535e-01,\n",
              "        -6.8507e-01, -1.4520e-01,  1.4026e-01,  2.2841e-01,  1.9770e-01,\n",
              "        -9.2491e-01,  1.5205e+00,  8.1055e-01,  5.9992e-02,  8.3629e-01,\n",
              "         1.7134e-01, -5.2620e-01, -1.5750e-01,  1.7409e-01,  1.0790e-01]),\n",
              " 'out': array([ 3.2112e-01, -6.9306e-01,  4.7922e-01, -5.4602e-01,  2.8352e-01,\n",
              "         2.0346e-01, -9.8445e-01, -1.4103e-01, -1.3147e-01, -8.5975e-02,\n",
              "        -4.9509e-01,  2.7600e-03, -1.1173e+00,  3.3729e-01,  6.1312e-01,\n",
              "        -6.7110e-02,  3.5380e-01, -3.5183e-01, -5.8191e-01, -6.9525e-01,\n",
              "        -2.5032e-02,  6.1675e-01,  7.8522e-01, -1.9594e-01,  2.6324e-01,\n",
              "        -1.8976e+00,  1.4645e-01,  4.8885e-01,  6.1818e-01, -1.0120e+00,\n",
              "         3.7285e+00,  6.6615e-01, -3.3364e-01,  3.1896e-01, -1.5174e-01,\n",
              "         3.0980e-01,  4.9670e-02,  2.7144e-01,  3.4595e-01, -8.1850e-02,\n",
              "        -3.7469e-01,  3.9981e-01,  8.4925e-02,  3.1237e-01, -1.2677e-01,\n",
              "         3.6322e-02, -6.9533e-02, -4.3547e-01, -1.1080e-01, -5.8500e-01]),\n",
              " 'she': array([ 6.0382e-02,  3.7821e-01, -7.5142e-01, -7.2159e-01,  5.8648e-01,\n",
              "         7.9126e-01, -7.2947e-01,  6.8248e-01, -1.2999e-01, -2.2988e-01,\n",
              "         1.1595e-01,  2.2427e-01, -4.4679e-01, -1.1515e-01,  1.0334e+00,\n",
              "        -8.8019e-02, -7.8531e-01,  3.4305e-01, -1.1457e-01, -1.1905e-01,\n",
              "         4.5883e-01,  1.6333e+00,  6.8546e-01,  2.2308e-01,  1.0099e+00,\n",
              "        -2.6332e+00, -5.2128e-01,  2.5665e-01,  2.3468e-02, -8.2616e-01,\n",
              "         3.1084e+00,  2.7219e-01, -2.9227e-01, -4.7259e-01, -1.2297e-01,\n",
              "        -1.3545e-01,  1.1192e-01,  8.6438e-01,  3.3121e-01, -9.6616e-01,\n",
              "        -4.4785e-02, -6.6740e-02,  3.0367e-03, -3.3905e-01,  1.7784e-02,\n",
              "        -5.8499e-01, -5.0140e-03, -1.2570e+00, -6.0723e-02,  4.2247e-01]),\n",
              " 'other': array([ 0.64756 ,  0.16    ,  0.029191,  0.35118 ,  0.089119,  0.61115 ,\n",
              "        -0.66362 , -0.51724 , -0.46521 , -0.08845 ,  0.0502  ,  0.26329 ,\n",
              "         0.12407 ,  0.043832,  0.17283 ,  0.01317 ,  0.14168 , -0.15827 ,\n",
              "        -0.10427 , -0.9307  ,  0.21646 , -0.10753 ,  0.62087 ,  0.36761 ,\n",
              "        -0.48144 , -1.28    , -0.55152 , -0.72023 , -0.17097 , -0.47993 ,\n",
              "         4.0165  ,  0.47054 ,  0.093614, -0.86341 ,  0.50881 ,  0.33353 ,\n",
              "        -0.35962 , -0.16648 , -0.31803 ,  0.49003 , -0.36697 ,  0.32051 ,\n",
              "         0.70932 ,  0.62878 ,  0.70128 ,  0.1302  , -0.73769 ,  0.10325 ,\n",
              "        -0.30964 , -0.44213 ]),\n",
              " 'people': array([ 0.95281  , -0.20608  ,  0.55618  , -0.46323  ,  0.73354  ,\n",
              "         0.029137 , -0.19367  , -0.090066 , -0.22958  , -0.19058  ,\n",
              "        -0.34857  , -1.0231   ,  0.743    , -0.5489   ,  0.88484  ,\n",
              "        -0.14051  ,  0.0040139,  0.58448  ,  0.10767  , -0.44657  ,\n",
              "        -0.43205  ,  0.9868   ,  0.78288  ,  0.51513  ,  0.85788  ,\n",
              "        -1.7713   , -0.88259  , -0.59728  ,  0.084934 , -0.48112  ,\n",
              "         3.9678   ,  0.8893   , -0.27064  , -0.44094  , -0.26213  ,\n",
              "         0.085597 ,  0.022099 , -0.58376  ,  0.10908  ,  0.77973  ,\n",
              "        -0.95447  ,  0.40482  ,  0.8941   ,  0.65251  ,  0.39858  ,\n",
              "         0.20884  , -1.3281   , -0.10882  , -0.22822  , -0.46303  ]),\n",
              " \"n't\": array([ 0.028702, -0.2163  ,  0.27153 , -0.28594 ,  0.42404 , -0.18155 ,\n",
              "        -0.85966 ,  0.30447 , -0.51645 ,  0.3559  , -0.10131 ,  0.8152  ,\n",
              "        -0.77987 , -0.044123,  1.3768  ,  0.96711 ,  0.59098 , -0.16521 ,\n",
              "         0.094372, -1.2292  , -0.59056 ,  0.42275 ,  0.52645 ,  0.17536 ,\n",
              "         0.62117 , -2.3875  , -0.90795 ,  0.26418 ,  1.1507  , -1.4289  ,\n",
              "         3.511   ,  0.96796 , -0.5905  , -0.21382 , -0.13049 , -0.34336 ,\n",
              "         0.15822 ,  0.2306  ,  0.55332 , -0.59173 , -0.4403  ,  0.23583 ,\n",
              "         0.082353,  0.83847 ,  0.26719 ,  0.063263, -0.080607,  0.018159,\n",
              "        -0.22789 ,  1.0025  ]),\n",
              " 'her': array([ 0.13403 ,  0.89178 , -0.76761 , -0.64184 ,  0.86204 ,  1.3122  ,\n",
              "        -0.64018 ,  0.82067 ,  0.32783 ,  0.021457, -0.095194,  0.40825 ,\n",
              "        -0.63602 , -0.018275,  0.69708 , -0.29531 , -1.1912  , -0.23897 ,\n",
              "         0.34341 , -0.33196 ,  0.23702 ,  1.8364  ,  0.12295 , -0.18624 ,\n",
              "         0.86503 , -2.636   , -0.7791  ,  0.203   ,  0.18985 , -0.79897 ,\n",
              "         2.9882  ,  0.44336 , -0.28367 , -0.19588 ,  0.061875,  0.38558 ,\n",
              "        -0.027622,  0.71847 ,  0.17156 , -1.2168  ,  0.081636,  0.17293 ,\n",
              "        -0.31718 , -0.37039 ,  0.18977 , -0.89175 ,  0.18492 , -1.6251  ,\n",
              "         0.039134, -0.10279 ]),\n",
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              "         1.0828  ,  0.073102]),\n",
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              "         1.3292e-03, -4.9860e-01,  5.5580e-01, -7.0359e-01, -5.2693e-01]),\n",
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              "        -0.6935  ,  0.81354 ]),\n",
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              "        -4.2216e-01, -6.1411e-01,  7.0374e-01,  5.7591e-01,  4.3506e-01]),\n",
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              "        -0.37639 , -0.67542 ]),\n",
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              "        -0.20902 ,  0.47612 ]),\n",
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              "        -0.65756 ,  0.50184 ,  0.53248 , -0.77956 , -0.089944, -0.37572 ,\n",
              "        -1.1097  , -0.30734 , -0.022657,  0.11632 ,  0.67704 , -0.051499,\n",
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              "         0.45373 ,  0.20374 , -0.13384 ,  0.015313, -0.22037 , -0.15662 ,\n",
              "        -0.30289 , -0.77536 ]),\n",
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              "        -3.1973e-02, -4.8073e-02, -1.1279e-04,  1.3854e-01,  9.6954e-01]),\n",
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              "        -2.6289   ,  0.41262  , -0.12904  , -1.3238   ,  0.64731  ,\n",
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              "        -0.87998  , -0.72991  ,  0.011697 ,  0.090612 , -0.17287  ,\n",
              "        -0.83274  ,  1.1932   , -0.75211  , -1.1603   , -0.10074  ,\n",
              "         0.60224  , -1.3739   ,  0.33674  , -0.31224  ,  0.097583 ]),\n",
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              "         0.51149  , -0.4651   ,  0.068288 , -0.30937  , -0.0070085,\n",
              "         0.19937  , -0.18019  , -0.18827  , -0.28697  ,  0.78777  ,\n",
              "         0.067418 ,  0.20876  , -0.077169 , -0.69009  , -0.42171  ,\n",
              "        -0.39751  , -0.050562 ,  0.50292  ,  0.10793  ,  0.23047  ,\n",
              "        -1.5503   , -0.18474  , -0.18316  ,  0.26182  , -0.2971   ,\n",
              "         3.9005   ,  0.27993  , -0.16575  , -0.19005  ,  0.46649  ,\n",
              "        -0.034911 ,  0.57901  ,  0.44878  , -0.29949  , -0.26163  ,\n",
              "        -0.16132  ,  0.022983 ,  0.29275  ,  0.46456  , -0.59639  ,\n",
              "         0.12681  , -0.35771  ,  0.029972 , -0.14917  , -0.084244 ]),\n",
              " 'state': array([-0.94222 , -0.056474,  0.089059,  0.71375 , -0.17706 , -0.13514 ,\n",
              "        -0.27893 ,  0.32983 ,  0.19097 , -0.92034 , -0.51169 , -0.45742 ,\n",
              "         0.45137 , -0.52448 , -0.11619 ,  0.079781,  0.19833 ,  0.32391 ,\n",
              "         0.42857 ,  0.38807 ,  0.091932, -0.58581 ,  0.02845 , -0.15399 ,\n",
              "        -0.40969 , -2.6746  ,  0.14042 , -0.13159 , -0.42858 , -0.35305 ,\n",
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              "         0.19409 , -0.010452, -1.2179  ,  0.67739 , -1.039   ,  0.53553 ,\n",
              "         0.20895 ,  0.10081 ]),\n",
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              "        -8.7842e-01, -7.7406e-01,  6.7346e-01, -1.6115e+00,  1.8154e+00,\n",
              "        -4.8631e-01,  9.5410e-02,  5.6202e-01, -1.2105e+00,  6.0549e-01,\n",
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              "        -5.1161e-01,  2.4875e-01, -2.1306e-01,  5.8295e-01, -7.0832e-01,\n",
              "        -3.3408e-01,  7.1599e-02,  1.4238e+00,  2.1819e-01, -1.1946e+00,\n",
              "         3.8572e-01, -1.3817e+00,  3.5649e-01, -4.6031e-01, -1.3773e-01]),\n",
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              "         0.27007  ,  0.41415  , -0.48933  , -0.0076005,  0.79662  ,\n",
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              "        -2.2662   , -0.25926  , -0.10898  ,  0.66177  , -0.48104  ,\n",
              "         3.6298   ,  0.45397  , -0.64484  , -0.52244  ,  0.042922 ,\n",
              "        -0.16605  ,  0.097102 ,  0.044836 ,  0.20389  , -0.46322  ,\n",
              "        -0.46434  ,  0.32394  ,  0.25984  ,  0.40849  ,  0.20351  ,\n",
              "         0.058722 , -0.16408  ,  0.20672  , -0.1844   ,  0.071147 ]),\n",
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              "         0.31981  ,  0.081126 , -0.033057 , -0.6007   ,  0.014536 ,\n",
              "         0.42773  ,  0.71318  ,  0.13327  , -0.64247  ,  0.066402 ,\n",
              "        -2.2346   ,  0.013668 , -0.45647  ,  0.40542  , -0.0042052,\n",
              "         3.4561   ,  0.54602  , -0.3789   ,  0.58198  , -0.22852  ,\n",
              "        -0.8409   , -0.30465  , -0.69669  , -0.4232   , -0.81757  ,\n",
              "         0.036113 ,  0.25739  ,  1.745    , -0.61482  ,  0.41547  ,\n",
              "         0.40002  , -0.51528  ,  0.89973  , -0.54324  ,  0.69393  ]),\n",
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              "        -0.12525  , -0.249    ,  0.23788  ,  0.11087  ,  0.44788  ,\n",
              "        -0.10767  ,  0.44033  ,  0.16702  , -0.34068  , -0.5413   ,\n",
              "        -0.56092  , -0.12457  ,  0.23586  ,  0.39872  ,  0.13578  ,\n",
              "        -1.4765   , -1.1334   , -0.23475  ,  0.17915  ,  0.20182  ,\n",
              "         3.9566   ,  0.0092012,  0.61391  , -0.75382  ,  0.42119  ,\n",
              "         0.092947 , -0.2623   ,  0.48914  , -0.78757  , -0.10654  ,\n",
              "        -0.68392  ,  0.34472  ,  0.4279   ,  0.71161  ,  0.051375 ,\n",
              "         0.33759  , -0.72084  ,  0.069335 , -0.34333  , -0.067937 ]),\n",
              " '_': array([ 0.14994 ,  0.73181 ,  0.42015 ,  0.18773 ,  0.22898 ,  0.096767,\n",
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              "        -0.38704 ,  0.31491 ,  1.0122  ,  0.28632 , -0.054057, -0.18844 ,\n",
              "        -0.35734 , -0.41306 , -0.39265 ,  0.49582 ,  0.3837  ,  0.27166 ,\n",
              "        -0.32146 , -1.8197  , -0.68194 ,  0.074313,  0.85356 , -0.24763 ,\n",
              "         3.0711  ,  0.38602 , -0.63301 , -0.023847,  0.079512, -0.33825 ,\n",
              "        -0.29351 ,  0.13634 ,  0.30527 , -0.18491 , -0.25944 ,  0.52184 ,\n",
              "         0.5986  ,  0.57588 ,  0.22136 ,  0.61199 , -0.14507 , -0.15006 ,\n",
              "        -0.41098 ,  0.39281 ]),\n",
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              "        -1.1692  , -0.90632 ,  0.1854  , -0.43402 ,  0.2754  , -0.92921 ,\n",
              "        -1.2241  ,  0.50564 , -0.46115 , -0.15904 ,  0.32354 , -0.38564 ,\n",
              "        -1.0403  , -2.6112  ,  0.84161 , -0.59595 ,  0.28015 , -0.24324 ,\n",
              "         3.2053  ,  0.64918 , -0.45331 , -0.42506 , -0.19658 , -0.018363,\n",
              "        -0.045932, -0.11967 , -0.64881 , -0.75525 , -0.14162 ,  0.088434,\n",
              "         0.41846 ,  0.14613 ,  0.39816 ,  0.52819 , -0.795   ,  0.014036,\n",
              "         0.17373 , -0.67675 ]),\n",
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              "        -4.5352e-01, -4.6154e-01, -1.1637e-01,  8.5619e-04,  3.5170e-01,\n",
              "         1.2925e-02, -3.2840e-01, -4.3992e-01, -5.2025e-01, -2.2776e-01,\n",
              "         7.4714e-01,  9.0108e-02, -3.3931e-02, -1.0446e+00, -4.8629e-01,\n",
              "        -2.5933e+00,  4.3117e-01, -4.0985e-01,  1.2545e-01,  3.9377e-01,\n",
              "         3.1525e+00, -1.2479e-01, -1.1758e-01, -3.2871e-01,  2.9547e-01,\n",
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              "        -5.7140e-01,  4.5574e-01,  1.7386e+00, -8.2407e-01,  4.5335e-01,\n",
              "         1.8106e-01, -6.6649e-01,  8.2415e-01, -7.7676e-01,  6.6471e-01]),\n",
              " 'so': array([ 6.0308e-01, -3.2024e-01,  8.8857e-02, -5.5176e-01,  5.3182e-01,\n",
              "         4.7069e-02, -3.6246e-01,  5.7018e-03, -3.7665e-01,  2.2534e-01,\n",
              "        -1.3534e-01,  3.5988e-01, -4.2518e-01,  7.1324e-02,  7.7065e-01,\n",
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              "        -3.9053e-01,  3.4199e-01,  5.6969e-01,  3.1635e-02,  6.9465e-01,\n",
              "        -1.9216e+00, -6.7118e-01,  5.7971e-01,  8.6088e-01, -5.9105e-01,\n",
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              "        -4.7021e-01,  9.1714e-02,  1.4778e-01,  6.3805e-01, -1.4356e-01,\n",
              "        -2.2928e-03, -3.1500e-01, -2.5187e-01, -2.6879e-01,  3.6657e-01]),\n",
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              "        -0.56426 ,  0.1463  , -0.52421 ,  0.021607, -0.11266 ,  0.31986 ,\n",
              "        -0.057542, -0.23375 ,  0.63703 ,  0.3382  ,  0.4649  , -0.42398 ,\n",
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              "         0.6139  ,  0.40419 ,  0.22686 , -0.18974 , -0.55403 , -0.35831 ,\n",
              "        -0.10995 , -0.447   ]),\n",
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              "        -0.76866 , -0.2713  ,  1.1042  ,  0.59141 ,  0.56962 , -0.18678 ,\n",
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              "        -0.011788,  0.48252 ,  0.024598,  0.34064 , -0.084724,  0.5324  ,\n",
              "        -0.25103 ,  0.62546 ]),\n",
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              "        -2.9407   , -0.051859 , -0.13871  ,  0.32151  , -0.97971  ,\n",
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              "         0.091121 ,  0.4689   , -0.58192  ,  0.45654  ,  0.02734  ,\n",
              "        -0.44539  , -0.42373  , -0.62792  ,  0.024592 , -0.14341  ]),\n",
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              "         1.0557e+00, -9.8310e-01,  1.6757e-01, -8.1659e-01, -1.2107e-01]),\n",
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              "        -0.97151  ,  0.16082  , -0.63666  , -0.20449  , -0.070846 ,\n",
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              "         0.16963  , -0.50634  , -0.65842  , -1.1339   , -0.11095  ,\n",
              "         0.65418  ,  0.35378  ,  0.6365   , -0.30083  ,  0.026192 ,\n",
              "        -1.9383   ,  0.69073  ,  0.17019  ,  0.19922  , -0.39307  ,\n",
              "         3.4795   ,  0.32546  , -0.76314  , -0.15125  ,  0.18169  ,\n",
              "        -0.0076951,  0.55525  ,  0.56142  ,  0.2797   , -0.12891  ,\n",
              "        -0.39037  ,  0.0044389, -0.32367  ,  0.0098883, -0.37866  ,\n",
              "         0.30018  ,  0.20875  , -0.53844  , -0.11058  , -0.54785  ]),\n",
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              "        -0.2817  ,  0.13378 , -0.50859 , -0.18242 ,  0.49506 ,  0.42461 ,\n",
              "         0.046785, -0.50121 ,  0.84621 ,  1.0146  , -0.43954 , -0.65499 ,\n",
              "        -0.64706 , -0.23365 ,  0.27612 , -0.63294 ,  0.91064 ,  0.033327,\n",
              "        -0.058451, -1.6059  , -0.34741 , -0.36285 ,  0.46723 ,  0.244   ,\n",
              "         3.4249  ,  0.056168, -0.71991 , -0.88332 ,  0.33741 , -0.53236 ,\n",
              "         0.33991 ,  0.023837,  0.2384  , -0.38713 , -0.49621 , -0.14846 ,\n",
              "         0.046201,  0.10325 ,  0.17374 ,  0.13763 ,  0.084989, -0.39688 ,\n",
              "         0.17632 ,  0.31862 ]),\n",
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              "        -1.0902  , -0.028693, -0.43147 , -0.13781 ,  0.37841 , -0.63031 ,\n",
              "        -0.9552  , -0.20059 ,  1.2613  ,  0.35506 , -0.48844 , -0.1105  ,\n",
              "        -0.99467 ,  0.56709 ,  0.014872, -0.10873 ,  0.41999 , -0.25197 ,\n",
              "        -0.42385 , -1.6795  ,  0.021355, -0.11534 ,  0.010638,  0.91305 ,\n",
              "         3.6854  , -0.11751 , -0.093662, -0.43435 ,  0.013842, -0.18345 ,\n",
              "         0.040666,  0.39788 , -0.33622 , -0.20412 , -1.1319  , -0.12322 ,\n",
              "        -0.24299 , -0.11286 , -0.55786 ,  0.11893 , -0.43917 , -0.28507 ,\n",
              "        -0.6303  , -0.58676 ]),\n",
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              "        -1.0745  , -0.23927 , -0.74704 ,  0.16007 , -0.1842  , -0.079723,\n",
              "         0.32044 , -0.20326 ,  0.59591 , -0.067483,  0.34272 , -0.054553,\n",
              "         0.061765, -1.0285  , -0.019078,  0.065302,  0.42329 ,  0.45624 ,\n",
              "         0.20553 , -1.2436  , -1.1895  , -0.66457 , -0.049265, -0.26779 ,\n",
              "         4.0103  ,  0.4457  ,  0.40423 , -1.0601  ,  0.2829  ,  0.36724 ,\n",
              "        -0.40097 , -0.043859, -0.50993 ,  0.39467 , -0.68713 ,  0.19318 ,\n",
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              "        -0.60443 , -0.64699 ]),\n",
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              "         0.09041 , -1.5184  ,  0.4762  , -0.089573,  0.025347, -0.25974 ,\n",
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              "        -0.2079  ,  0.4407  ,  0.065441, -0.10303 , -0.15489 ,  0.27352 ,\n",
              "         0.38356 , -0.098016,  0.10705 , -0.083071, -0.27168 , -0.49441 ,\n",
              "         0.043538, -0.39141 ]),\n",
              " 'where': array([ 6.9237e-01,  4.4971e-01, -2.0293e-01, -1.6783e-01,  3.0503e-01,\n",
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              "         1.6082e-01, -1.6364e-02, -1.0347e+00, -2.4160e-01, -4.8680e-01]),\n",
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              "        -0.79519 ,  0.19546 ]),\n",
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              "        -0.3991  ,  0.13063 ]),\n",
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              "         0.23787 , -0.65378 , -0.7055  ,  0.5165  , -1.078   , -0.71524 ,\n",
              "         0.48402 , -0.3256  ]),\n",
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              "        -0.034618 ,  0.45746  , -0.42953  , -0.044566 ,  0.38408  ,\n",
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              "         0.10247  , -0.61574  ,  0.27769  ,  0.033304 , -0.24918  ]),\n",
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              "        -2.7955e-01,  7.9752e-01,  1.6028e-03,  4.5479e-01,  8.8382e-01,\n",
              "         4.3893e-01, -1.9263e-01, -6.7236e-01, -3.9709e-01,  2.5183e-01]),\n",
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              "        -0.67303 , -0.87038 ]),\n",
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              "        -0.22707  ,  0.16382  , -0.092931 ,  0.2265   ,  0.036166 ,\n",
              "        -0.0059486, -0.34131  ,  0.12102  , -0.23999  ,  0.46656  ]),\n",
              " 'just': array([ 0.17698 ,  0.065221,  0.28548 , -0.4243  ,  0.7499  , -0.14892 ,\n",
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              "        -0.601   , -0.11323 ,  0.85217 ,  0.25333 ,  0.31332 ,  0.059113,\n",
              "        -0.88746 , -0.46554 , -0.30104 ,  0.70689 ,  0.4508  ,  0.14714 ,\n",
              "         0.68951 , -1.849   , -0.23012 ,  0.67376 ,  1.0314  , -0.82298 ,\n",
              "         3.6701  ,  0.62587 , -0.17666 ,  0.22468 , -0.029079, -0.25751 ,\n",
              "         0.12939 ,  0.44485 ,  0.52806 , -0.35906 , -0.27806 ,  0.20667 ,\n",
              "         0.076161,  0.32197 , -0.40589 ,  0.23199 ,  0.20909 , -0.29776 ,\n",
              "         0.11035 ,  0.22057 ]),\n",
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              "        -0.16442 , -0.20362 , -0.44329 ,  0.3599  , -0.98501 ,  0.472   ,\n",
              "         0.45736 , -0.35001 ]),\n",
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              "        -0.10885 ,  0.084513]),\n",
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              "        -3.3991e-01, -6.1970e-01, -5.9706e-01, -1.1377e-01, -6.4195e-01]),\n",
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              "        -0.28283 ,  0.084747]),\n",
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              "        -6.3019e-01, -1.8665e-01, -7.9278e-01, -1.5962e+00,  2.5619e-01,\n",
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              "         3.8209e-01,  4.5584e-01, -4.8396e-01,  3.4966e-01, -2.9908e-01]),\n",
              " 'then': array([ 0.19565 , -0.32773 ,  0.061642, -0.61557 ,  0.55709 ,  0.1319  ,\n",
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              "        -0.76741 , -0.12291 ,  0.31465 ,  0.28005 , -0.16861 , -0.1576  ,\n",
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              "        -0.56275 , -0.072733, -0.58805 ,  0.044076,  0.25782 , -1.0728  ,\n",
              "        -0.088545, -0.31418 ]),\n",
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              "        -1.48    , -0.38792 ,  0.42727 ,  0.1168  ,  0.7839  ,  0.81352 ,\n",
              "        -0.78763 , -0.6544  , -0.099214,  0.20658 , -0.73315 ,  0.86418 ,\n",
              "        -0.26917 , -0.93792 ,  1.919   , -0.17473 , -0.61905 , -0.5035  ,\n",
              "        -0.9341  , -1.6755  , -0.79399 , -0.32003 , -0.067678, -0.12344 ,\n",
              "         3.2909  , -0.43151 ,  0.3879  ,  0.38733 , -0.018419, -0.98191 ,\n",
              "        -0.53189 ,  0.39866 ,  0.89452 , -0.40963 ,  0.58922 , -0.52377 ,\n",
              "         0.27893 , -0.25766 , -0.30457 , -0.066305, -1.1221  ,  0.21582 ,\n",
              "        -0.15586 ,  0.64018 ]),\n",
              " 'group': array([ 0.74048 , -0.1201  ,  0.039916,  0.77326 ,  0.80822 ,  0.32251 ,\n",
              "        -0.77215 , -0.35964 ,  0.052412,  0.088437,  0.81699 , -0.43037 ,\n",
              "        -0.83637 ,  0.44307 , -0.76235 , -0.46153 ,  0.51897 ,  0.010496,\n",
              "        -0.66992 , -0.15137 ,  0.34948 ,  0.45595 ,  0.18992 ,  0.54493 ,\n",
              "        -1.4771  , -1.1608  , -0.74422 , -0.86467 , -1.278   , -0.064544,\n",
              "         3.6217  ,  0.056087, -0.29725 , -0.081222, -0.32781 , -1.0023  ,\n",
              "        -0.47127 , -0.8349  ,  0.027287, -0.096889,  0.21902 , -0.74387 ,\n",
              "         0.12332 , -0.40643 ,  1.0687  , -0.19225 , -1.1237  ,  0.076487,\n",
              "        -0.28012 , -0.051703]),\n",
              " 'any': array([ 5.1292e-01,  9.0320e-02,  2.3552e-02,  2.1438e-01,  7.0226e-01,\n",
              "         5.6230e-01,  1.1839e-01,  2.5641e-01, -3.9706e-02,  9.5389e-02,\n",
              "        -1.5477e-02,  3.7808e-01, -1.6160e-01, -1.8322e-01,  8.0726e-01,\n",
              "         5.2100e-01,  4.0167e-01, -5.1684e-01, -5.6347e-02, -9.5212e-01,\n",
              "         4.2801e-02, -8.2442e-02,  2.3867e-01, -1.0777e-01,  1.2598e-01,\n",
              "        -2.0330e+00, -4.8642e-01, -1.8917e-02,  1.0034e+00, -1.6553e-01,\n",
              "         3.8562e+00,  1.0825e-01, -8.1231e-01, -8.2064e-01,  9.8151e-02,\n",
              "        -2.5282e-02,  2.7985e-01, -2.8044e-01, -4.0594e-01, -1.4185e-01,\n",
              "         2.8418e-03, -4.6259e-02,  9.3178e-02,  9.3830e-01, -3.9413e-02,\n",
              "        -3.5659e-01, -3.3987e-01,  1.1585e+00,  2.9796e-01,  7.5048e-02]),\n",
              " 'through': array([ 0.64925  ,  0.068384 ,  0.031703 , -0.51479  , -0.52809  ,\n",
              "        -0.068008 , -0.80786  , -0.080712 ,  0.52543  , -0.020451 ,\n",
              "        -0.26222  , -0.077934 , -0.54208  , -0.0044965, -0.18831  ,\n",
              "        -0.058391 , -0.10829  , -0.32967  , -0.37944  , -0.30563  ,\n",
              "         0.74476  ,  0.18284  ,  0.31539  ,  0.18516  ,  0.32603  ,\n",
              "        -1.4627   ,  0.29471  ,  0.2981   ,  0.3911   , -0.71861  ,\n",
              "         3.9504   ,  0.32215  , -0.11705  , -0.57798  , -0.35637  ,\n",
              "         0.29018  , -0.41629  ,  0.26993  ,  0.23642  ,  0.25035  ,\n",
              "        -0.074786 , -0.1193   , -0.12565  ,  0.25444  , -0.60505  ,\n",
              "        -0.12684  ,  0.70263  , -0.81355  , -0.29753  , -0.80957  ]),\n",
              " 'china': array([-0.22427 ,  0.27427 ,  0.054742,  1.4692  ,  0.061821, -0.51894 ,\n",
              "         0.45027 , -0.32164 ,  0.57876 , -0.049142,  0.52523 , -0.18784 ,\n",
              "         0.52539 , -0.058431,  0.19741 ,  0.30754 , -0.45412 ,  0.38268 ,\n",
              "         0.33441 ,  0.42801 ,  0.98406 , -0.7637  , -0.066755, -1.0027  ,\n",
              "         1.1942  , -2.3916  ,  0.24326 , -0.40705 , -0.63413 , -0.20832 ,\n",
              "         3.8851  ,  0.75046 ,  0.14857 ,  0.24485 , -1.0143  , -0.76356 ,\n",
              "        -0.63824 ,  0.73037 , -1.2025  ,  0.18932 , -1.2139  , -0.55377 ,\n",
              "         1.3033  , -0.82461 ,  0.9965  ,  0.15117 , -0.65753 ,  0.28569 ,\n",
              "         0.45374 , -0.85646 ]),\n",
              " 'four': array([ 0.33375  ,  0.44809  ,  0.54759  ,  0.21497  ,  0.32637  ,\n",
              "         0.70326  , -0.95872  ,  0.057798 , -0.43454  , -0.55322  ,\n",
              "        -0.40482  , -0.65793  , -0.75076  ,  0.58097  ,  0.51968  ,\n",
              "        -0.86607  , -0.10026  , -0.11609  , -1.2668   , -0.46131  ,\n",
              "        -0.10421  ,  0.13894  ,  0.70448  , -0.0040651, -0.56479  ,\n",
              "        -0.99797  ,  0.30126  , -0.53745  , -0.42073  , -0.49521  ,\n",
              "         3.9051   ,  0.43253  ,  0.017059 ,  0.31489  ,  1.2546   ,\n",
              "         0.52463  ,  0.46232  ,  0.29622  , -0.23879  ,  0.12913  ,\n",
              "        -0.75519  , -0.065684 ,  0.52592  ,  0.20047  , -0.15982  ,\n",
              "         0.18293  , -0.29966  , -0.1926   , -0.30174  , -0.80437  ]),\n",
              " 'being': array([ 5.9049e-01, -6.6076e-01, -2.5510e-02, -6.6217e-01,  3.8340e-01,\n",
              "         3.1517e-01, -8.2654e-01,  1.4879e-01, -3.6427e-01,  1.5319e-02,\n",
              "         5.1745e-01,  2.7390e-01, -4.2352e-01, -1.0690e-01,  6.5642e-01,\n",
              "         1.3723e-01, -1.1125e-02,  3.8913e-01, -5.4748e-01, -1.5923e-01,\n",
              "        -2.6029e-01,  3.7735e-01,  8.3593e-01,  1.6307e-01,  1.3573e-02,\n",
              "        -2.0174e+00, -1.5106e-01,  4.9917e-01,  1.8410e-01, -1.7101e-01,\n",
              "         3.5601e+00, -3.5118e-01,  2.4638e-01, -9.4568e-01,  2.2149e-01,\n",
              "         2.2784e-01,  5.6643e-01,  4.1457e-01, -5.8431e-01, -3.9573e-01,\n",
              "        -2.6413e-01, -1.8254e-01,  1.7507e-04,  4.7701e-01, -1.5756e-01,\n",
              "        -4.3371e-01, -1.0655e+00, -4.1736e-01,  8.6398e-02, -3.8974e-01]),\n",
              " 'down': array([-0.1981  , -0.70847 ,  0.85857 , -0.48108 ,  0.51562 , -0.28924 ,\n",
              "        -0.64311 , -0.41966 , -0.68718 , -0.12307 , -0.44594 , -0.35226 ,\n",
              "        -0.84826 ,  0.12962 ,  0.20005 ,  0.48916 , -0.20257 , -0.53341 ,\n",
              "        -0.96196 , -0.67681 ,  0.69808 ,  0.50599 ,  0.24012 , -0.72813 ,\n",
              "         0.11396 , -1.8256  ,  0.8098  ,  0.65007 ,  0.73111 , -0.50325 ,\n",
              "         3.5865  ,  0.30906 , -0.14279 ,  0.6753  , -0.074059, -0.45274 ,\n",
              "        -0.28001 , -0.20383 ,  0.61044 , -0.24875 , -0.47409 ,  0.25916 ,\n",
              "         0.41522 ,  0.15245 ,  0.093191, -0.091906,  0.40082 , -0.90268 ,\n",
              "         0.30191 , -0.89862 ]),\n",
              " 'war': array([ 0.36544 , -0.15746 , -0.23966 , -1.0307  , -0.070691,  0.21397 ,\n",
              "        -0.041914,  0.28451 , -0.60803 , -1.1451  , -0.32878 , -0.20474 ,\n",
              "        -0.81884 , -0.50994 ,  0.64189 , -0.54164 ,  0.019143,  0.18778 ,\n",
              "        -0.66691 ,  0.93691 ,  0.03469 , -0.04457 , -0.014529, -0.76871 ,\n",
              "        -0.20773 , -2.551   , -0.96284 , -0.61126 ,  1.2183  ,  1.1249  ,\n",
              "         3.0499  , -0.38817 , -1.0091  , -0.47156 , -0.56735 ,  0.53067 ,\n",
              "        -0.61745 , -0.61581 , -1.1875  , -0.21176 , -0.50487 , -0.24842 ,\n",
              "         0.53851 , -0.98083 ,  0.089771,  0.24673 , -0.33966 ,  0.011441,\n",
              "        -1.4997  , -0.39907 ]),\n",
              " 'back': array([ 0.0046218, -0.25678  ,  0.3532   , -0.82697  ,  0.099033 ,\n",
              "        -0.27524  , -1.2297   ,  0.37345  , -0.44635  , -0.36967  ,\n",
              "        -0.12421  ,  0.20837  , -1.1801   ,  0.045587 ,  0.47457  ,\n",
              "         0.40557  ,  0.046003 , -0.62809  , -0.70816  , -0.42283  ,\n",
              "        -0.24011  ,  0.44871  ,  0.14759  , -0.17298  ,  0.31948  ,\n",
              "        -2.0483   ,  0.43036  ,  0.44567  ,  0.52804  , -0.72942  ,\n",
              "         3.5192   ,  0.72008  , -0.19861  ,  0.42855  ,  0.029422 ,\n",
              "         0.15914  , -0.16062  ,  0.3479   ,  0.35462  , -0.53138  ,\n",
              "        -0.28746  ,  0.35596  , -0.083996 , -0.0064132, -0.32994  ,\n",
              "         0.055304 ,  0.50614  , -0.80837  , -0.33017  , -0.62638  ]),\n",
              " 'off': array([ 0.45341 , -0.71044 ,  0.25826 , -0.015757,  0.14649 ,  0.031418,\n",
              "        -1.0812  ,  0.31886 ,  0.055295, -0.12677 , -0.45668 ,  0.030006,\n",
              "        -0.81975 ,  0.55073 ,  0.15524 , -0.018467,  0.074422, -0.56719 ,\n",
              "        -1.5538  , -0.60283 ,  0.16099 ,  0.45487 ,  0.17386 , -0.24204 ,\n",
              "         0.38416 , -1.9726  ,  1.013   ,  0.80808 ,  0.88332 , -0.9352  ,\n",
              "         3.5564  ,  0.5633  ,  0.036648,  0.94056 ,  0.045721,  0.013343,\n",
              "        -0.27625 ,  0.14873 ,  0.37149 , -0.15766 , -0.33456 ,  0.71518 ,\n",
              "         0.24446 ,  0.087958, -0.11456 ,  0.13934 ,  0.33379 , -0.84455 ,\n",
              "         0.24269 , -0.66447 ]),\n",
              " 'south': array([-0.039674,  0.47097 , -0.31102 ,  0.38088 , -0.59254 , -0.38231 ,\n",
              "        -0.68876 ,  0.15252 ,  0.46303 , -0.9099  , -0.38665 , -0.82695 ,\n",
              "         0.035915, -0.93486 , -0.82315 ,  0.37535 ,  0.93198 ,  0.19098 ,\n",
              "        -1.01    ,  0.59531 , -0.1818  ,  0.34694 ,  0.096477,  0.48152 ,\n",
              "         0.19392 , -1.9725  ,  0.77759 ,  0.16259 , -0.68996 , -0.12239 ,\n",
              "         3.5077  , -0.23937 ,  0.12591 ,  0.22983 ,  0.5462  , -0.74276 ,\n",
              "        -0.30525 , -0.19996 , -0.77648 , -0.13621 , -0.54883 ,  0.068693,\n",
              "         0.88314 , -1.0529  ,  0.18614 ,  0.88575 , -0.43661 , -0.49549 ,\n",
              "        -0.10562 , -0.77821 ]),\n",
              " 'american': array([-1.0988   ,  0.48544  , -0.5004   ,  0.1491   ,  0.41042  ,\n",
              "         0.32605  , -1.4592   , -0.52025  , -0.088054 , -0.2384   ,\n",
              "         0.43632  , -0.14949  ,  0.12491  ,  0.71661  ,  0.037183 ,\n",
              "        -0.60692  ,  0.034298 ,  0.017432 , -0.87692  , -0.21223  ,\n",
              "         0.10612  ,  0.61057  , -0.44873  , -0.03961  , -0.23466  ,\n",
              "        -2.0954   , -0.85982  , -0.97872  ,  0.068549 ,  0.2635   ,\n",
              "         3.0317   , -0.38539  , -0.17444  , -0.47553  , -0.083736 ,\n",
              "        -0.65646  , -0.768    , -0.30997  , -0.44042  , -0.34611  ,\n",
              "        -0.15336  ,  0.0090824,  1.2306   , -0.35248  ,  0.87702  ,\n",
              "         0.31172  , -0.54675  , -0.10366  , -0.86998  ,  0.42675  ]),\n",
              " 'minister': array([ 0.039931,  0.50725 , -0.18625 ,  0.32268 ,  0.65427 ,  0.20286 ,\n",
              "        -0.4966  ,  0.13383 , -1.7112  , -1.0943  ,  0.10988 ,  0.74713 ,\n",
              "        -0.32761 ,  0.66333 ,  0.60602 ,  0.36298 ,  0.54733 , -0.80094 ,\n",
              "         1.2633  ,  0.81898 ,  0.49794 ,  0.58007 , -0.24326 , -0.72633 ,\n",
              "         0.82971 , -1.8744  ,  1.2554  , -0.24206 , -1.1283  ,  1.8337  ,\n",
              "         2.8967  ,  0.067548, -0.97245 ,  0.14373 , -0.18087 ,  0.58634 ,\n",
              "         0.52765 ,  0.46389 , -0.031852,  0.90933 , -0.39749 ,  1.6654  ,\n",
              "        -0.28879 , -1.9615  ,  0.89356 ,  0.15835 , -2.1877  ,  0.93192 ,\n",
              "         1.9066  , -0.1589  ]),\n",
              " 'police': array([ 0.49725 , -1.1949  ,  0.37137 , -0.081662,  0.69114 , -0.69982 ,\n",
              "        -0.25723 ,  0.5943  ,  0.059978, -1.499   , -0.07122 , -1.0053  ,\n",
              "        -0.73845 , -0.40988 ,  0.43074 , -0.46757 , -0.36498 ,  0.29674 ,\n",
              "        -0.62775 , -0.41573 ,  0.28614 ,  1.1718  , -0.21516 ,  0.62029 ,\n",
              "        -0.85242 , -2.4672  ,  0.14414 ,  0.066415, -0.37916 , -0.65373 ,\n",
              "         2.7482  , -0.28856 , -0.45409 , -1.354   ,  0.58534 ,  1.0112  ,\n",
              "         0.67715 , -1.1708  ,  0.36475 ,  1.1886  , -0.28727 ,  1.2292  ,\n",
              "         0.58489 , -0.20625 ,  0.90859 , -0.88349 , -0.85085 ,  0.12378 ,\n",
              "         0.85397 , -0.65035 ]),\n",
              " 'well': array([ 2.7691e-01,  2.8745e-01, -2.9935e-01, -1.9964e-01,  1.2956e-01,\n",
              "         1.5555e-01, -6.4522e-01, -3.4090e-01, -1.1833e-01,  1.5798e-01,\n",
              "         1.3969e-01,  2.4872e-01, -1.5901e-01, -3.3439e-02,  1.1895e-01,\n",
              "         7.6535e-02,  4.5263e-01,  2.6494e-01, -1.9157e-01, -5.6768e-01,\n",
              "         2.9286e-02,  2.1745e-01,  4.3406e-01,  1.4981e-01,  7.5774e-02,\n",
              "        -1.4453e+00, -5.8394e-01, -4.6063e-02,  6.6214e-02, -2.6417e-01,\n",
              "         3.9650e+00,  2.5196e-01,  2.4855e-01, -5.0524e-01,  2.5806e-01,\n",
              "         2.8683e-01, -1.7994e-01,  6.2885e-01, -1.2040e-01, -4.2143e-02,\n",
              "        -4.4911e-02,  1.8561e-01,  1.6266e-01, -2.6127e-03,  1.3083e-01,\n",
              "         2.0179e-01, -2.9667e-01, -9.4820e-02, -2.1250e-01,  2.2074e-02]),\n",
              " 'including': array([ 0.48518  ,  0.56214  ,  0.064657 ,  0.44652  , -0.29881  ,\n",
              "         0.91376  , -0.84552  , -0.93462  ,  0.093077 ,  0.05312  ,\n",
              "        -0.25653  , -0.16388  , -0.084874 , -0.084588 ,  0.28105  ,\n",
              "        -0.55097  , -0.022583 ,  0.078236 , -0.32487  , -0.28224  ,\n",
              "         0.51683  ,  0.22509  ,  0.20189  , -0.21816  , -0.81741  ,\n",
              "        -1.0254   , -0.27715  , -0.80942  , -0.61824  , -0.22689  ,\n",
              "         3.47     ,  0.17391  ,  0.13567  , -0.41534  ,  0.61925  ,\n",
              "         0.50792  , -0.08481  , -0.10788  , -0.23281  ,  0.50943  ,\n",
              "        -0.37383  ,  0.59976  ,  0.55221  , -0.078815 ,  0.47338  ,\n",
              "         0.070097 , -0.8109   ,  0.0085293, -0.43153  , -0.40666  ]),\n",
              " 'team': array([-0.62801  ,  0.12254  , -0.3914   ,  0.87937  ,  0.28572  ,\n",
              "        -0.41953  , -1.4265   ,  0.80463  , -0.27045  , -0.82499  ,\n",
              "         1.0277   ,  0.18546  , -1.7605   ,  0.18552  ,  0.56819  ,\n",
              "        -0.38555  ,  0.61609  ,  0.51209  , -1.5153   , -0.45689  ,\n",
              "        -1.1929   ,  0.33886  ,  0.18038  ,  0.10788  , -0.35567  ,\n",
              "        -1.5701   , -0.02989  , -0.38742  , -0.60838  , -0.59189  ,\n",
              "         2.9911   ,  1.2022   , -0.52598  , -0.76941  ,  0.63006  ,\n",
              "         0.63828  ,  0.30773  ,  1.0123   ,  0.0050781, -1.0326   ,\n",
              "        -0.29736  , -0.77504  , -0.27015  , -0.18161  ,  0.04211  ,\n",
              "         0.32169  ,  0.018298 ,  0.85202  ,  0.038442 , -0.050767 ]),\n",
              " 'international': array([-0.1666   ,  0.68994  , -0.76138  ,  0.55857  , -0.28302  ,\n",
              "        -1.0075   , -0.35157  , -0.46751  ,  0.99938  ,  0.21826  ,\n",
              "         0.87406  ,  0.22722  , -1.0739   ,  0.32807  ,  0.14755  ,\n",
              "        -0.10786  ,  0.57761  ,  0.065902 , -0.73381  , -0.29534  ,\n",
              "         1.1916   ,  0.70041  , -0.77054  ,  0.04179  , -0.84269  ,\n",
              "        -1.6856   ,  0.33451  , -0.6543   , -1.2509   ,  0.34069  ,\n",
              "         3.3936   ,  0.81089  , -0.48503  , -0.85079  , -0.49627  ,\n",
              "        -0.45548  , -0.17286  , -0.10367  , -0.28043  ,  0.035118 ,\n",
              "         0.09691  ,  0.0286   ,  1.0817   , -0.47067  , -0.0069481,\n",
              "         0.48139  , -0.34924  ,  0.91937  , -0.082162 , -0.46327  ]),\n",
              " 'week': array([ 0.25009 , -0.033956,  0.094114,  0.32336 , -0.01654 , -0.63211 ,\n",
              "        -1.2778  ,  0.32265 , -0.14109 , -0.29001 , -0.73881 , -1.0599  ,\n",
              "        -0.69152 ,  0.066963,  1.4545  ,  0.24474 , -0.7986  , -0.84672 ,\n",
              "        -0.80999 , -0.10354 ,  0.59366 ,  0.47797 ,  0.33725 , -0.42843 ,\n",
              "        -0.34131 , -1.8441  ,  0.30726 ,  0.29596 , -0.40516 ,  0.34157 ,\n",
              "         3.4163  ,  0.4477  , -0.43271 ,  0.12544 ,  0.055593, -0.57397 ,\n",
              "         0.18095 ,  0.092258,  0.072602, -0.48368 , -0.71812 ,  0.39523 ,\n",
              "        -0.12913 , -0.2552  ,  0.41018 ,  0.1954  , -0.12005 ,  0.8398  ,\n",
              "        -0.29115 ,  0.078721]),\n",
              " 'officials': array([ 0.99818  , -0.44131  ,  0.39641  ,  0.36621  , -0.23042  ,\n",
              "        -0.84895  , -0.82396  ,  0.63432  ,  0.078578 , -1.0304   ,\n",
              "        -0.11953  , -0.44399  , -0.19639  , -0.080367 ,  0.5077   ,\n",
              "         0.38944  , -0.32942  , -0.12153  ,  0.083004 , -0.62174  ,\n",
              "         0.16542  ,  0.3213   ,  0.31803  , -0.46028  , -0.4711   ,\n",
              "        -2.6599   ,  0.14648  ,  0.33607  , -0.83768  , -0.20686  ,\n",
              "         3.1996   ,  0.23469  , -0.65633  , -1.075    ,  0.047687 ,\n",
              "        -0.20781  , -0.0088134, -0.47237  , -0.07229  ,  0.4267   ,\n",
              "        -0.81364  ,  0.49956  ,  0.70998  ,  0.2002   ,  0.68304  ,\n",
              "        -0.30359  , -1.1561   ,  1.613    , -0.043788 , -0.46821  ]),\n",
              " 'still': array([ 0.47689  , -0.076447 ,  0.36768  , -0.3947   ,  0.47169  ,\n",
              "        -0.038062 , -0.78328  ,  0.14814  , -0.30044  , -0.072707 ,\n",
              "        -0.030916 , -0.16829  , -0.53569  , -0.16432  ,  0.78732  ,\n",
              "         0.52064  ,  0.15539  , -0.0074076, -0.0546   , -0.6647   ,\n",
              "        -0.51966  ,  0.40417  ,  0.24546  , -0.0038311,  0.35098  ,\n",
              "        -1.8132   , -0.51917  ,  0.50432  ,  0.49551  , -0.085036 ,\n",
              "         3.5993   ,  0.29352  ,  0.26488  , -0.36079  , -0.013431 ,\n",
              "        -0.11533  , -0.1946   ,  0.31915  ,  0.014437 , -0.42448  ,\n",
              "        -0.56024  ,  0.023142 ,  0.31161  ,  0.44714  ,  0.039094 ,\n",
              "         0.23879  , -0.45699  , -0.10113  , -0.38907  , -0.37151  ]),\n",
              " 'both': array([ 0.25707  ,  0.25305  , -0.082529 ,  0.12036  ,  0.19351  ,\n",
              "         0.66386  , -0.45209  , -0.084674 , -0.57591  , -0.0055412,\n",
              "         0.35637  ,  0.1987   , -0.68307  , -0.15141  , -0.093202 ,\n",
              "         0.11426  ,  0.27492  , -0.23495  , -0.21676  , -0.61231  ,\n",
              "        -0.1915   ,  0.19664  ,  0.51456  ,  0.16767  ,  0.033627 ,\n",
              "        -1.4032   , -0.077227 , -0.32463  , -0.32382  , -0.23254  ,\n",
              "         3.6787   ,  0.34334  ,  0.16075  , -0.75931  ,  0.36933  ,\n",
              "        -0.10338  , -0.06278  ,  0.47076  , -0.64781  , -0.055166 ,\n",
              "        -0.096726 ,  0.11986  ,  0.14052  ,  0.018292 , -0.05436  ,\n",
              "         0.12612  , -0.40612  , -0.095894 , -0.35745  , -0.17943  ]),\n",
              " 'even': array([ 3.8336e-01, -9.5871e-02,  1.2229e-01, -5.1625e-01,  3.4910e-01,\n",
              "         1.7050e-01, -5.5374e-01, -1.7357e-03, -4.7808e-01,  4.3859e-01,\n",
              "        -2.5184e-01,  1.6347e-01, -2.2387e-01, -1.7963e-02,  8.0635e-01,\n",
              "         4.2586e-01,  1.4927e-01, -1.9596e-01, -9.7068e-02, -9.7429e-01,\n",
              "        -3.2088e-01,  1.5314e-01,  2.6854e-01, -1.1203e-02,  3.8486e-01,\n",
              "        -2.0684e+00, -7.2715e-01,  3.1925e-01,  7.8713e-01, -2.2962e-01,\n",
              "         3.5621e+00,  5.3464e-01, -1.3249e-02, -5.3812e-01, -1.7443e-02,\n",
              "        -1.4833e-01, -2.0759e-01,  3.9231e-01, -3.0361e-01, -4.4828e-01,\n",
              "        -4.8433e-01,  3.9363e-01,  1.0970e-01,  7.2701e-01,  1.0325e-01,\n",
              "         6.0643e-02, -2.6806e-01, -5.6359e-02, -3.4692e-01,  1.3303e-01]),\n",
              " 'high': array([-0.65758 ,  1.2502  ,  0.19082 , -0.6742  , -0.10125 , -0.046932,\n",
              "        -0.27648 , -0.48253 ,  0.39254 ,  0.3704  , -0.24111 , -0.6429  ,\n",
              "         0.27676 , -0.62422 , -0.52203 ,  0.29799 , -0.1996  ,  0.36884 ,\n",
              "        -0.81686 , -0.48865 ,  0.11511 ,  0.066147, -0.38797 , -0.18239 ,\n",
              "        -0.5759  , -1.8776  ,  0.61045 ,  0.43434 , -0.090497,  0.17718 ,\n",
              "         3.4808  ,  0.026707,  0.60486 , -0.7885  ,  1.248   , -0.32864 ,\n",
              "        -0.15526 ,  0.12868 ,  0.65885 , -0.27297 , -0.69856 ,  0.46953 ,\n",
              "         0.19621 ,  0.40444 ,  0.061996,  0.046055,  0.72038 , -0.45636 ,\n",
              "        -0.19089 ,  0.099351]),\n",
              " 'part': array([ 0.70504  ,  0.18255  , -0.75188  ,  0.0039397, -0.053423 ,\n",
              "         0.29625  , -0.42377  , -0.013111 ,  0.16573  , -0.43932  ,\n",
              "         0.07506  , -0.16262  , -0.26635  , -0.40453  , -0.098246 ,\n",
              "         0.14215  ,  0.34546  ,  0.3634   , -0.40502  ,  0.3591   ,\n",
              "         0.37462  , -0.33984  , -0.24689  ,  0.33546  , -0.36193  ,\n",
              "        -1.7587   , -0.72343  ,  0.14269  , -0.099759 , -0.16071  ,\n",
              "         3.6203   , -0.25283  , -0.24719  , -0.53168  , -0.050993 ,\n",
              "         0.017225 , -0.12073  , -0.021644 , -0.36179  , -0.086212 ,\n",
              "        -0.32108  , -0.16623  , -0.2044   , -0.46124  , -0.85036  ,\n",
              "         0.16189  , -0.14281  , -0.13137  , -0.41208  , -0.092147 ]),\n",
              " 'told': array([ 0.37633  ,  0.058652 ,  0.17005  ,  0.46863  ,  0.95799  ,\n",
              "        -0.82027  , -0.83683  ,  0.53315  , -0.22664  , -1.1505   ,\n",
              "         0.11026  ,  0.22662  , -0.8068   ,  0.12202  ,  0.91294  ,\n",
              "         0.39002  , -0.0051597,  0.11369  ,  0.45456  , -0.11737  ,\n",
              "        -0.074381 ,  1.5088   ,  0.46655  ,  0.04601  ,  0.68558  ,\n",
              "        -2.2872   , -0.081728 ,  0.5556   , -1.1222   , -0.042912 ,\n",
              "         2.5651   , -0.12145  , -0.42656  , -0.11731  , -0.51801  ,\n",
              "        -0.51683  ,  0.58125  , -0.20616  ,  0.67072  ,  0.8228   ,\n",
              "         0.21314  ,  1.3662   , -0.18691  , -0.78497  ,  0.73258  ,\n",
              "        -0.51869  , -1.5369   ,  0.84913  ,  0.51594  ,  0.87639  ]),\n",
              " 'those': array([ 6.5102e-01,  2.5814e-03,  4.5799e-01, -4.8064e-01,  3.8459e-01,\n",
              "         5.6754e-01, -4.4011e-01, -4.4394e-01, -5.3883e-01,  1.7027e-01,\n",
              "        -2.7204e-01,  1.0995e-01, -6.4570e-02, -2.7384e-01,  8.0270e-01,\n",
              "         2.3735e-01,  7.3204e-02, -4.1719e-01,  2.0823e-01, -9.7234e-01,\n",
              "        -1.3032e-01,  3.2940e-01,  8.5485e-01, -1.5885e-01, -3.6028e-02,\n",
              "        -1.4057e+00, -8.0520e-01, -3.6856e-01,  5.2335e-01, -6.4427e-01,\n",
              "         3.8190e+00,  9.2642e-01,  3.4423e-02, -8.5155e-01,  3.9647e-01,\n",
              "         2.8646e-02, -1.3414e-01, -5.7982e-02, -3.7909e-01,  9.9795e-02,\n",
              "        -7.8039e-01,  1.1373e-01,  7.6026e-01,  9.0107e-01,  9.5390e-02,\n",
              "        -4.6433e-02, -7.6630e-01,  2.1574e-01, -3.2970e-01, -1.8945e-01]),\n",
              " 'end': array([-0.04116 ,  0.22243 , -0.11458 , -0.33628 ,  0.038872, -0.066803,\n",
              "        -0.58309 , -0.19971 , -0.51087 , -0.29037 , -0.49177 , -0.13533 ,\n",
              "        -1.0737  , -0.4156  ,  0.81837 ,  0.47902 ,  0.078869, -0.60318 ,\n",
              "        -0.5732  ,  0.065613,  0.21122 , -0.20912 , -0.27305 , -0.21332 ,\n",
              "        -0.077237, -1.4695  ,  0.46413 ,  0.1222  ,  0.80235 ,  0.25796 ,\n",
              "         3.7452  ,  0.14293 , -0.51556 ,  0.34662 ,  0.12782 , -0.21896 ,\n",
              "         0.15115 , -0.2969  , -0.37945 , -0.41931 , -0.74006 , -0.10499 ,\n",
              "        -0.31756 , -0.23893 , -0.40606 ,  0.24247 ,  0.55832 , -0.1801  ,\n",
              "        -0.37332 , -0.18039 ]),\n",
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              "         0.19476  , -1.2582   ,  0.32169  , -0.89948  , -0.94368  ,\n",
              "        -0.0071382,  0.30246  , -0.96258  ,  0.21507  ,  0.12341  ,\n",
              "        -0.24146  ,  0.13193  ,  0.70984  ,  0.053988 ,  0.47934  ,\n",
              "        -0.48787  ,  0.40946  , -0.50779  ,  0.12712  , -1.2259   ,\n",
              "        -2.6958   ,  0.39519  , -0.4661   , -1.1562   ,  0.6446   ,\n",
              "         2.3831   , -0.54043  , -0.5875   , -0.59775  ,  0.21628  ,\n",
              "         0.36757  , -0.47202  ,  0.11992  ,  0.2603   , -0.5585   ,\n",
              "        -0.17629  ,  1.0493   , -0.36595  , -0.33532  ,  0.093984 ,\n",
              "        -0.070277 , -1.4673   , -0.46506  , -0.22689  , -0.12854  ]),\n",
              " 'these': array([ 1.0074   ,  0.18912  , -0.11732  , -0.36526  , -0.051616 ,\n",
              "         0.54116  , -0.15308  , -0.52727  , -0.48022  , -0.0072622,\n",
              "        -0.098221 ,  0.7238   ,  0.062491 , -0.12209  ,  0.24678  ,\n",
              "         0.20053  ,  0.40764  , -0.33904  ,  0.046177 , -1.1647   ,\n",
              "         0.11035  , -0.40562  ,  0.97288  ,  0.13208  ,  0.17939  ,\n",
              "        -0.85647  , -1.2987   , -0.44078  ,  0.53287  , -0.5479   ,\n",
              "         4.1549   ,  0.23097  ,  0.15859  , -1.3329   ,  0.33413  ,\n",
              "         0.46252  ,  0.012145 , -0.16786  , -0.70963  ,  0.38012  ,\n",
              "        -0.47236  , -0.30736  ,  0.53575  ,  0.95753  ,  0.27464  ,\n",
              "         0.16299  , -0.22378  ,  0.12912  , -0.3995   , -0.25768  ]),\n",
              " 'make': array([ 0.55494  , -0.048714 ,  0.07152  , -0.071538 ,  0.4115   ,\n",
              "         0.18034  , -0.48436  , -0.03592  , -0.15302  ,  0.43587  ,\n",
              "        -0.30612  ,  0.40199  , -0.01432  ,  0.15249  ,  0.55544  ,\n",
              "         0.44785  ,  0.75881  , -0.20428  ,  0.25571  , -1.0264   ,\n",
              "         0.12219  , -0.03706  ,  0.14761  , -0.087048 ,  0.27103  ,\n",
              "        -1.6697   , -0.40418  , -0.22598  ,  0.7748   , -0.85116  ,\n",
              "         3.796    ,  0.83318  , -0.78647  , -0.037684 ,  0.22303  ,\n",
              "         0.071425 ,  0.0067017,  0.57189  , -0.21843  , -0.5835   ,\n",
              "        -0.21028  ,  0.1189   ,  0.30614  ,  0.32978  ,  0.11962  ,\n",
              "         0.30695  , -0.18082  ,  0.4535   , -0.086564 ,  0.40418  ]),\n",
              " 'billion': array([ 1.245   , -0.38593 ,  1.8801  ,  0.19871 ,  0.52531 ,  0.56193 ,\n",
              "        -0.20757 , -1.9223  , -0.2258  ,  0.75336 , -0.82011 , -0.17642 ,\n",
              "         0.48787 , -0.85442 ,  1.1553  ,  0.051303, -0.26906 ,  0.23636 ,\n",
              "        -1.1836  ,  0.70456 ,  1.799   , -0.72074 , -0.17698 , -2.2893  ,\n",
              "        -0.40599 , -1.0378  ,  0.69495 , -0.75857 , -0.012518, -0.088574,\n",
              "         3.5545  ,  0.78764 ,  0.41005 ,  1.6293  , -0.29111 , -0.97573 ,\n",
              "        -0.45845 ,  0.29453 ,  0.85338 , -1.15    , -0.40918 , -0.28849 ,\n",
              "         1.7702  , -0.27858 , -1.5561  ,  0.3454  , -0.84133 ,  1.1583  ,\n",
              "         0.23624 ,  0.41113 ]),\n",
              " 'work': array([ 5.1359e-01,  1.9695e-01, -5.1944e-01, -8.6218e-01,  1.5494e-02,\n",
              "         1.0973e-01, -8.0293e-01, -3.3361e-01, -1.6119e-04,  1.0189e-02,\n",
              "         4.6734e-02,  4.6751e-01, -4.7475e-01,  1.1038e-01,  3.9327e-01,\n",
              "        -4.3652e-01,  3.9984e-01,  2.7109e-01,  4.2650e-01, -6.0640e-01,\n",
              "         8.1145e-01,  4.5630e-01, -1.2726e-01, -2.2474e-01,  6.4071e-01,\n",
              "        -1.2767e+00, -7.2231e-01, -6.9590e-01,  2.8045e-02, -2.3072e-01,\n",
              "         3.7996e+00, -1.2625e-01, -4.7967e-01, -9.9972e-01, -2.1976e-01,\n",
              "         5.0565e-01,  2.5953e-02,  8.0514e-01,  1.9929e-01,  2.8796e-01,\n",
              "        -1.5915e-01, -3.0438e-01,  1.6025e-01, -1.8290e-01, -3.8563e-02,\n",
              "        -1.7619e-01,  2.7041e-02,  4.6842e-02, -6.2897e-01,  3.5726e-01]),\n",
              " 'our': array([ 0.3466   ,  0.40689  , -0.079036 , -0.57072  ,  1.1977   ,\n",
              "        -0.51464  , -0.2388   , -0.034331 ,  0.57132  , -0.27414  ,\n",
              "         0.073571 ,  0.75262  , -0.7283   ,  0.071427 , -0.053052 ,\n",
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              "        -1.8139   , -1.1584   , -0.132    ,  1.1031   , -0.37694  ,\n",
              "         3.9004   ,  1.4353   , -0.54368  , -0.55533  , -0.4973   ,\n",
              "         0.12035  , -0.44885  , -0.10704  , -0.18783  , -0.21098  ,\n",
              "        -0.46421  , -0.69106  ,  0.17528  ,  0.38369  , -0.011065 ,\n",
              "         0.33085  , -0.37936  ,  0.31382  , -0.18248  ,  0.10831  ]),\n",
              " 'home': array([ 2.3302e-01,  4.5885e-01,  2.6602e-01,  3.8204e-02,  5.6694e-01,\n",
              "        -5.1194e-01, -1.7831e+00,  4.3072e-01,  1.3246e-03,  1.7852e-02,\n",
              "        -5.1549e-01, -5.4466e-01, -2.5115e-01, -3.7632e-01,  4.0969e-01,\n",
              "         7.0356e-02, -2.6120e-01, -2.7769e-03, -5.1361e-01,  2.9828e-01,\n",
              "         1.4496e-01,  5.3748e-01, -6.2443e-01,  4.1379e-01, -2.2006e-01,\n",
              "        -1.6277e+00,  2.9026e-01, -1.8530e-02,  5.1004e-01, -6.1231e-01,\n",
              "         3.2380e+00,  7.4873e-01,  1.8835e-01,  2.2167e-02,  5.7824e-01,\n",
              "         5.2022e-01,  1.5287e-01,  4.1601e-01,  5.5260e-01, -4.0373e-01,\n",
              "        -1.8057e-01,  2.0914e-01, -2.3873e-01,  1.1284e-01, -7.4940e-03,\n",
              "         5.7918e-01, -4.3641e-01, -8.0904e-01,  2.0410e-01, -1.9532e-01]),\n",
              " 'school': array([-0.90629  ,  1.2485   , -0.79692  , -1.4027   , -0.038458 ,\n",
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              "        -0.34842  , -0.39626  , -0.0090178, -1.0691   , -0.35368  ,\n",
              "        -0.052826 , -0.37056  ,  1.0931   , -0.19205  ,  0.44648  ,\n",
              "         0.45169  ,  0.72104  , -0.61103  ,  0.6315   , -0.49044  ,\n",
              "        -1.7517   ,  0.055979 , -0.52281  , -1.0248   , -0.89142  ,\n",
              "         3.0695   ,  0.14483  , -0.13938  , -1.3907   ,  1.2123   ,\n",
              "         0.40173  ,  0.4171   ,  0.27364  ,  0.98673  ,  0.027599 ,\n",
              "        -0.8724   , -0.51648  , -0.30662  ,  0.37784  ,  0.016734 ,\n",
              "         0.23813  ,  0.49411  , -0.56643  , -0.18744  ,  0.62809  ]),\n",
              " 'party': array([-5.5270e-01, -1.8334e-01,  4.1146e-01,  1.8710e-01,  3.2366e-01,\n",
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              "        -4.3524e-01, -8.4417e-01, -4.4350e-01,  8.1766e-01, -4.2273e-01,\n",
              "        -2.5819e-01,  2.2241e-01, -2.4498e-01,  7.4857e-01, -1.8836e-01,\n",
              "        -2.0798e-01, -1.0965e-01,  4.3051e-01,  3.4885e-01,  4.7003e-03,\n",
              "        -1.8722e+00, -4.5693e-01, -5.9019e-01, -1.0799e+00,  8.9101e-01,\n",
              "         3.2906e+00,  6.0932e-01, -1.8394e+00, -1.3930e-03, -1.2088e+00,\n",
              "        -5.4240e-01, -2.0398e-01, -1.0650e-02, -4.7815e-01, -3.5888e-01,\n",
              "        -4.3413e-01,  1.0943e-01, -1.5387e+00, -1.0608e-01, -3.0507e-01,\n",
              "         1.3978e-03, -1.9332e+00, -4.2890e-01,  1.0175e+00, -5.9931e-01]),\n",
              " 'house': array([ 0.60137  ,  0.28521  , -0.032038 , -0.43026  ,  0.74806  ,\n",
              "         0.26223  , -0.97361  ,  0.078581 , -0.57588  , -1.188    ,\n",
              "        -1.8507   , -0.24887  ,  0.055549 ,  0.0086155,  0.067951 ,\n",
              "         0.40554  , -0.073998 , -0.21318  ,  0.37167  , -0.71791  ,\n",
              "         1.2234   ,  0.35546  , -0.41537  , -0.21931  , -0.39661  ,\n",
              "        -1.7831   , -0.41507  ,  0.29533  , -0.41254  ,  0.020096 ,\n",
              "         2.7425   , -0.9926   , -0.71033  , -0.46813  ,  0.28265  ,\n",
              "        -0.077639 ,  0.3041   , -0.06644  ,  0.3951   , -0.70747  ,\n",
              "        -0.38894  ,  0.23158  , -0.49508  ,  0.14612  , -0.02314  ,\n",
              "         0.56389  , -0.86188  , -1.0278   ,  0.039922 ,  0.20018  ]),\n",
              " 'old': array([-0.48533 ,  0.98378 , -0.29031 , -0.33076 ,  0.7467  ,  0.59922 ,\n",
              "        -1.4261  ,  0.084897, -0.25334 , -0.10804 , -0.073621, -0.24042 ,\n",
              "        -0.60009 ,  0.27719 ,  0.61283 ,  0.077262, -0.47997 ,  0.50699 ,\n",
              "         0.1302  ,  0.66519 , -0.84582 ,  0.94113 , -1.0953  ,  0.40358 ,\n",
              "         0.16514 , -2.5206  , -0.16821 ,  0.20541 ,  0.20474 ,  0.07438 ,\n",
              "         2.7209  , -0.70897 , -0.049539,  0.96305 ,  0.72107 ,  0.55294 ,\n",
              "        -0.13857 ,  0.59796 ,  0.58361 , -0.42162 , -0.21735 ,  0.36125 ,\n",
              "         0.18277 ,  0.33058 ,  0.58751 ,  0.1003  , -0.16219 , -0.95943 ,\n",
              "         0.03837 , -0.73304 ]),\n",
              " 'later': array([ 0.43672 , -0.055072, -0.1878  , -0.41871 , -0.035887,  0.24026 ,\n",
              "        -1.2174  ,  0.39002 , -0.80193 , -0.43999 ,  0.46902 ,  0.43146 ,\n",
              "        -0.79397 , -0.32525 ,  0.56263 ,  0.014114, -0.75267 , -0.27256 ,\n",
              "        -0.95211 ,  0.28235 ,  0.49568 ,  0.24684 ,  0.5759  , -0.17423 ,\n",
              "         0.1652  , -1.7485  , -0.13663 , -0.17405 , -0.43405 , -0.20424 ,\n",
              "         3.0914  , -0.64907 , -0.18331 , -0.58205 ,  0.29139 ,  0.1273  ,\n",
              "         0.57736 ,  0.30817 , -0.097393,  0.017815,  0.031381,  0.009662,\n",
              "        -0.59001 , -0.60165 , -0.27325 , -0.023078, -0.25612 , -0.69634 ,\n",
              "        -0.20534 , -0.5019  ]),\n",
              " 'get': array([ 0.1591  , -0.21428 ,  0.63099 , -0.5995  ,  0.31248 , -0.16615 ,\n",
              "        -0.90548 ,  0.45115 ,  0.051568,  0.2591  , -0.32882 ,  0.48155 ,\n",
              "        -0.34982 ,  0.12905 ,  1.0758  ,  0.4869  ,  0.5342  ,  0.059762,\n",
              "         0.2166  , -1.1059  , -0.25591 ,  0.57462 ,  0.54562 ,  0.31043 ,\n",
              "         0.37765 , -2.0337  , -0.22496 ,  0.18447 ,  0.82587 , -1.1991  ,\n",
              "         3.6042  ,  1.1605  , -0.59787 ,  0.13    ,  0.15678 ,  0.13166 ,\n",
              "         0.1851  ,  0.36308 ,  0.57538 , -0.89593 , -0.36366 ,  0.28397 ,\n",
              "         0.048614,  0.7878  , -0.087311, -0.23394 , -0.14237 ,  0.021215,\n",
              "        -0.14219 ,  0.66955 ]),\n",
              " 'another': array([ 0.50759  ,  0.26321  ,  0.19638  ,  0.18407  ,  0.90792  ,\n",
              "         0.45267  , -0.54491  ,  0.41816  ,  0.039569 ,  0.061854 ,\n",
              "        -0.24574  , -0.38502  , -0.39649  ,  0.32165  ,  0.59611  ,\n",
              "        -0.3997   , -0.015734 ,  0.074218 , -0.83148  , -0.019284 ,\n",
              "        -0.21331  ,  0.12873  , -0.2541   ,  0.079348 ,  0.12588  ,\n",
              "        -2.1294   , -0.29092  ,  0.044597 ,  0.27354  , -0.037492 ,\n",
              "         3.458    , -0.34642  , -0.32803  ,  0.17566  ,  0.22467  ,\n",
              "         0.08987  ,  0.24528  ,  0.070129 ,  0.2165   , -0.44313  ,\n",
              "         0.02516  ,  0.40817  , -0.33533  ,  0.0067758,  0.11499  ,\n",
              "        -0.15701  , -0.085219 ,  0.018568 ,  0.26125  ,  0.015387 ]),\n",
              " 'tuesday': array([ 0.3475  , -0.076136,  0.21338 ,  0.81253 ,  0.22343 , -0.79211 ,\n",
              "        -0.9018  ,  0.65391 , -0.48739 , -0.64459 , -0.45434 , -1.2277  ,\n",
              "        -0.55763 ,  0.21631 ,  0.82853 ,  0.24274 , -0.94343 , -0.97385 ,\n",
              "        -0.9052  , -0.19438 ,  0.69864 ,  0.72578 ,  0.13891 , -0.80826 ,\n",
              "        -0.22735 , -1.9613  ,  0.85349 ,  0.61887 , -0.7341  ,  0.3586  ,\n",
              "         3.2939  ,  0.28711 , -0.5115  ,  0.018918, -0.15706 , -0.73611 ,\n",
              "         0.42519 , -0.1363  ,  0.11743 ,  0.058195, -0.41639 ,  0.68023 ,\n",
              "         0.065526, -0.65854 ,  0.67594 ,  0.2211  , -0.71101 ,  0.89736 ,\n",
              "         0.33043 , -0.31925 ]),\n",
              " 'news': array([-0.20825 ,  0.47786 ,  0.52196 ,  1.0587  , -0.10045 , -1.1269  ,\n",
              "        -1.2581  , -0.11041 , -0.074125, -0.77976 , -0.37942 , -0.2486  ,\n",
              "        -0.39224 ,  0.42972 ,  0.9806  ,  0.12668 , -1.3772  , -0.22793 ,\n",
              "        -0.18497 ,  0.41014 ,  0.96781 ,  0.8916  ,  0.84685 ,  0.57416 ,\n",
              "         0.46455 , -1.7287  , -0.63918 ,  0.56256 , -0.12651 ,  0.49711 ,\n",
              "         3.3326  ,  0.034399,  0.46149 , -0.44826 , -1.1945  , -0.47593 ,\n",
              "        -0.31927 , -0.6442  ,  0.089735,  0.073952,  0.70755 ,  0.52948 ,\n",
              "        -0.12034 , -0.46779 ,  0.24722 ,  0.28045 , -0.62632 ,  1.4458  ,\n",
              "         0.51045 ,  0.74156 ]),\n",
              " 'long': array([ 0.46955  ,  0.82963  , -0.13828  , -0.45398  , -0.075682 ,\n",
              "         0.45397  , -0.37753  , -0.31824  ,  0.04492  , -0.23272  ,\n",
              "        -0.65296  ,  0.0076419, -0.52617  ,  0.29746  ,  0.23553  ,\n",
              "         0.19954  ,  0.17268  , -0.027087 , -0.30702  , -0.27463  ,\n",
              "        -0.50451  ,  0.06611  ,  0.048848 , -0.3727   ,  0.28044  ,\n",
              "        -2.012    ,  0.32445  ,  0.696    ,  0.33016  ,  0.052136 ,\n",
              "         3.7978   ,  0.016551 , -0.029049 ,  0.40461  , -0.067641 ,\n",
              "        -0.3214   , -0.42906  ,  0.34667  , -0.40094  , -0.26477  ,\n",
              "        -0.54929  ,  0.20108  ,  0.12476  ,  0.53417  , -0.10315  ,\n",
              "        -0.57693  ,  0.26055  , -0.3884   , -0.81348  , -0.086581 ]),\n",
              " 'five': array([ 0.21127  ,  0.36828  ,  0.49602  ,  0.1788   ,  0.43289  ,\n",
              "         0.54778  , -0.87517  , -0.0041254, -0.27834  , -0.40703  ,\n",
              "        -0.50086  , -0.68307  , -0.53653  ,  0.45692  ,  0.79462  ,\n",
              "        -0.73291  , -0.053002 , -0.30099  , -1.0922   , -0.15156  ,\n",
              "        -0.04084  ,  0.1819   ,  0.75583  , -0.09576  , -0.52397  ,\n",
              "        -0.95095  ,  0.36684  , -0.67003  , -0.36539  , -0.42036  ,\n",
              "         3.9139   ,  0.46919  ,  0.048142 ,  0.49178  ,  1.0773   ,\n",
              "         0.41012  ,  0.37403  ,  0.3022   , -0.042142 ,  0.15053  ,\n",
              "        -0.90656  , -0.027023 ,  0.60757  ,  0.29086  , -0.22531  ,\n",
              "         0.1413   , -0.35703  , -0.088937 , -0.2961   , -0.72497  ]),\n",
              " 'called': array([ 6.5388e-01,  3.4707e-01, -4.6744e-01,  2.3541e-01,  4.2322e-02,\n",
              "         2.5035e-01, -2.4810e-01, -5.2545e-01, -2.0402e-01, -1.6557e-03,\n",
              "         4.5543e-02,  4.0545e-01, -1.2725e-01,  3.7255e-01,  9.1869e-02,\n",
              "         2.4375e-01,  3.1824e-01,  1.3457e-01, -2.1341e-02, -8.0923e-02,\n",
              "        -1.7935e-01, -3.3615e-01,  2.0144e-01,  2.9788e-01, -1.7210e-01,\n",
              "        -1.7568e+00, -5.7082e-01,  2.9939e-01, -3.1451e-01, -1.5088e-01,\n",
              "         3.1091e+00, -6.8082e-01, -9.9450e-01, -3.5750e-01, -3.6599e-01,\n",
              "        -2.1774e-01,  3.9993e-01, -5.4434e-01, -1.2590e-01,  2.9761e-01,\n",
              "        -4.2689e-02,  3.5754e-01, -6.7812e-01, -1.6238e-01,  4.4334e-01,\n",
              "         9.5137e-02, -4.7481e-01, -1.2054e-01,  1.4050e-01,  3.3960e-01]),\n",
              " '1': array([-0.32313 ,  0.89266 ,  0.54943 ,  0.59294 ,  0.56707 ,  0.37888 ,\n",
              "        -0.036071, -0.18445 , -0.6102  , -0.27874 ,  0.1987  , -0.13458 ,\n",
              "        -0.12    , -0.80437 ,  0.69032 , -0.56864 , -0.3787  ,  0.022928,\n",
              "        -1.6365  ,  0.43987 ,  0.2869  , -0.99327 ,  1.2016  ,  0.40906 ,\n",
              "        -1.0473  , -0.80572 ,  0.78073 , -0.298   ,  0.49566 , -0.18523 ,\n",
              "         3.6489  ,  0.30559 , -0.59888 ,  0.84786 ,  0.30806 , -0.46975 ,\n",
              "         0.51175 ,  0.44654 ,  0.86962 , -0.83334 ,  0.95202 , -0.68141 ,\n",
              "         0.52714 , -0.9841  , -0.68455 ,  1.1837  ,  0.16568 , -0.34587 ,\n",
              "         0.49963 ,  0.47765 ]),\n",
              " 'wednesday': array([ 0.33028  ,  0.0068584,  0.071624 ,  0.74701  ,  0.20453  ,\n",
              "        -0.8386   , -0.95251  ,  0.70378  , -0.51861  , -0.68214  ,\n",
              "        -0.42458  , -1.2351   , -0.5699   ,  0.17949  ,  0.91674  ,\n",
              "         0.25807  , -0.97372  , -0.97907  , -0.98345  , -0.13427  ,\n",
              "         0.6739   ,  0.70804  ,  0.057979 , -0.74172  , -0.26496  ,\n",
              "        -1.9639   ,  0.94304  ,  0.6851   , -0.77665  ,  0.36219  ,\n",
              "         3.3052   ,  0.2572   , -0.4634   ,  0.041342 , -0.1679   ,\n",
              "        -0.68057  ,  0.43323  , -0.042643 ,  0.10435  ,  0.019759 ,\n",
              "        -0.33435  ,  0.66252  ,  0.042449 , -0.69621  ,  0.67092  ,\n",
              "         0.32598  , -0.64054  ,  0.9267   ,  0.41093  , -0.38788  ]),\n",
              " 'military': array([ 0.65888 , -0.54381 ,  0.19436 , -0.30109 ,  0.40142 , -0.95937 ,\n",
              "         0.4052  ,  0.21374 , -0.27085 , -1.3078  ,  0.082653, -0.43057 ,\n",
              "        -0.36603 , -0.030064, -0.6057  , -0.3625  , -0.45265 ,  0.47363 ,\n",
              "        -0.31675 ,  0.12378 ,  0.031183,  0.45665 , -0.40032 , -1.1457  ,\n",
              "        -0.8413  , -2.6071  , -0.35049 , -0.50999 ,  0.34219 ,  1.0467  ,\n",
              "         3.4014  , -0.17959 , -1.2548  , -0.85564 ,  0.34781 ,  1.0215  ,\n",
              "        -0.2268  , -0.35951 , -1.3895  ,  0.50208 , -0.36646 ,  0.42108 ,\n",
              "         0.87967 , -0.62498 ,  0.20222 , -0.63936 , -0.58163 ,  0.88261 ,\n",
              "        -0.84243 , -0.037099]),\n",
              " 'way': array([ 0.53662  , -0.01189  , -0.24985  , -0.30536  ,  0.33947  ,\n",
              "        -0.10958  , -0.44209  ,  0.0099388, -0.1815   ,  0.26726  ,\n",
              "        -0.4314   ,  0.30656  , -0.68874  ,  0.044483 ,  0.11504  ,\n",
              "         0.35505  ,  0.72325  , -0.2174   , -0.046881 , -0.63777  ,\n",
              "        -0.12445  ,  0.45086  , -0.10405  ,  0.16283  ,  0.81381  ,\n",
              "        -1.9463   , -0.39676  ,  0.29121  ,  0.90593  , -0.77543  ,\n",
              "         3.6326   ,  0.49683  , -0.50868  , -0.40184  ,  0.0088379,\n",
              "        -0.23548  , -0.19416  ,  0.43335  , -0.17993  , -0.15557  ,\n",
              "        -0.34559  ,  0.01032  ,  0.04439  ,  0.33125  , -0.15722  ,\n",
              "         0.28526  ,  0.14313  , -0.23625  ,  0.063342 ,  0.17774  ]),\n",
              " 'used': array([ 5.3964e-01, -1.3732e-01,  2.6655e-01, -1.9516e-01, -2.7085e-01,\n",
              "         6.1536e-01, -4.0520e-01, -8.3053e-01, -3.8883e-01,  6.5268e-02,\n",
              "         5.3750e-01,  6.5439e-01,  4.1593e-01, -9.4210e-02, -2.9161e-01,\n",
              "         4.0866e-01, -1.4244e-01,  4.5586e-01, -4.7516e-01, -1.0329e+00,\n",
              "         3.3194e-01, -5.9274e-01,  4.3132e-01, -2.8016e-03, -2.1245e-01,\n",
              "        -1.5564e+00, -5.7710e-01, -1.9148e-01,  5.1854e-01, -7.9724e-01,\n",
              "         3.4860e+00, -6.0214e-01, -6.9157e-01, -6.3335e-01,  6.3745e-01,\n",
              "         8.2274e-01,  5.3723e-01,  3.1433e-01, -2.5180e-01,  4.7469e-01,\n",
              "         7.0936e-01,  2.2682e-01,  6.5133e-02,  5.0814e-01,  5.4933e-01,\n",
              "        -9.9623e-02,  8.4533e-02, -1.2983e-01, -7.3696e-02, -4.2038e-01]),\n",
              " 'much': array([ 0.36999  ,  0.082841 ,  0.16883  , -0.50223  ,  0.37935  ,\n",
              "         0.13343  , -0.32527  , -0.17964  , -0.40393  ,  0.58149  ,\n",
              "        -0.14505  ,  0.1399   , -0.1566   , -0.60951  ,  0.62075  ,\n",
              "         0.5596   ,  0.35677  ,  0.25654  , -0.33583  , -0.82497  ,\n",
              "        -0.11897  ,  0.21829  ,  0.27755  , -0.38194  ,  0.54374  ,\n",
              "        -1.7705   , -0.74366  ,  0.40402  ,  0.88709  , -0.021368 ,\n",
              "         3.7891   ,  0.39953  ,  0.51627  , -0.48584  , -0.052367 ,\n",
              "        -0.28135  , -0.60422  ,  0.46096  ,  0.11491  , -0.49699  ,\n",
              "        -0.34498  ,  0.38645  ,  0.14052  ,  0.43843  , -0.33583  ,\n",
              "         0.13546  , -0.12158  ,  0.0053184, -0.50853  ,  0.24986  ]),\n",
              " 'next': array([ 0.39119  ,  0.34992  ,  0.22498  ,  0.11417  ,  0.31087  ,\n",
              "        -0.52257  , -0.92955  ,  0.25335  , -0.089138 , -0.42545  ,\n",
              "        -0.31354  , -0.45698  , -0.64173  ,  0.31926  ,  1.0812   ,\n",
              "         0.61861  ,  0.028539 , -0.34201  , -0.68273  , -0.25298  ,\n",
              "         0.43399  , -0.2645   , -0.057452 ,  0.0082656,  0.015807 ,\n",
              "        -1.539    ,  0.28407  ,  0.14952  , -0.074397 , -0.18124  ,\n",
              "         3.5567   ,  0.63548  , -0.76356  ,  0.21495  ,  0.23488  ,\n",
              "        -0.30534  ,  0.46327  ,  0.64019  ,  0.077317 , -0.88417  ,\n",
              "        -0.71713  , -0.16503  , -0.21991  , -0.38886  , -0.26111  ,\n",
              "         0.58742  ,  0.29305  , -0.20466  , -0.0059552,  0.1746   ]),\n",
              " 'monday': array([ 3.2801e-01, -1.5885e-04,  1.5110e-01,  8.2061e-01,  2.0980e-01,\n",
              "        -8.9905e-01, -9.2628e-01,  7.0199e-01, -4.7930e-01, -7.1576e-01,\n",
              "        -4.8172e-01, -1.2657e+00, -5.5185e-01,  1.8915e-01,  8.7162e-01,\n",
              "         3.1080e-01, -1.0108e+00, -9.5196e-01, -8.6254e-01, -1.3719e-01,\n",
              "         7.7582e-01,  8.1184e-01,  6.3138e-02, -7.8763e-01, -1.7920e-01,\n",
              "        -1.8986e+00,  8.5521e-01,  5.8422e-01, -6.8725e-01,  4.3070e-01,\n",
              "         3.3161e+00,  2.3788e-01, -5.7771e-01,  5.7431e-02, -1.2481e-01,\n",
              "        -6.9168e-01,  4.4324e-01, -2.4720e-01,  1.4608e-01,  1.1304e-01,\n",
              "        -4.1869e-01,  6.6310e-01,  4.6930e-02, -6.2661e-01,  7.3875e-01,\n",
              "         2.4832e-01, -7.3119e-01,  8.6663e-01,  2.7383e-01, -3.4373e-01]),\n",
              " 'thursday': array([ 3.4342e-01, -2.1396e-03,  1.3418e-01,  7.8442e-01,  1.9498e-01,\n",
              "        -7.7762e-01, -9.6240e-01,  6.2947e-01, -4.1662e-01, -7.2578e-01,\n",
              "        -4.9985e-01, -1.2452e+00, -5.5666e-01,  1.4902e-01,  8.9182e-01,\n",
              "         1.8417e-01, -9.7099e-01, -9.2840e-01, -8.4065e-01, -1.0790e-01,\n",
              "         6.6416e-01,  7.8649e-01,  8.0791e-02, -7.1197e-01, -1.8755e-01,\n",
              "        -1.9347e+00,  8.0128e-01,  5.9395e-01, -7.4196e-01,  3.5172e-01,\n",
              "         3.2666e+00,  2.3248e-01, -4.5759e-01,  8.3574e-02, -1.5469e-01,\n",
              "        -7.4315e-01,  4.2618e-01, -1.2616e-01,  1.0464e-01,  7.8468e-02,\n",
              "        -4.0594e-01,  5.9607e-01,  1.8638e-01, -5.8798e-01,  7.8014e-01,\n",
              "         2.3112e-01, -6.6715e-01,  8.9743e-01,  3.5014e-01, -3.7780e-01]),\n",
              " 'friday': array([ 1.8662e-01,  6.7127e-02,  3.8229e-04,  7.6014e-01,  2.8230e-01,\n",
              "        -8.8887e-01, -9.1646e-01,  7.2183e-01, -4.9941e-01, -7.0910e-01,\n",
              "        -5.4087e-01, -1.3931e+00, -5.8025e-01,  1.1655e-01,  1.0418e+00,\n",
              "         2.2380e-01, -1.0469e+00, -9.9934e-01, -1.0458e+00, -2.1549e-01,\n",
              "         7.6534e-01,  7.9005e-01,  1.4230e-01, -6.0267e-01, -1.2947e-01,\n",
              "        -1.8723e+00,  8.3530e-01,  6.2041e-01, -5.6746e-01,  3.6318e-01,\n",
              "         3.3267e+00,  3.1949e-01, -5.2658e-01,  2.8315e-01, -8.3197e-02,\n",
              "        -8.0747e-01,  6.1692e-01, -1.2072e-01,  9.3655e-02,  6.4635e-02,\n",
              "        -4.3167e-01,  5.1476e-01,  1.5098e-01, -6.7811e-01,  7.0425e-01,\n",
              "         2.8311e-01, -4.9562e-01,  7.5489e-01,  2.8522e-01, -3.5622e-01]),\n",
              " 'game': array([-9.0962e-01, -1.6793e-01, -2.8244e-01,  1.2006e+00,  3.5477e-01,\n",
              "        -5.4996e-02, -1.2784e+00,  5.6494e-02, -7.3090e-01,  6.5448e-01,\n",
              "         6.0675e-02,  8.4152e-02, -1.3827e+00,  1.6752e-01,  1.1236e+00,\n",
              "        -5.2102e-01,  1.4212e-01, -3.2316e-01, -1.9348e+00,  5.5645e-02,\n",
              "        -8.9574e-01, -3.1206e-01, -3.3612e-03,  8.2128e-02,  3.2966e-01,\n",
              "        -1.0100e+00,  1.1907e-01, -8.7034e-02,  9.9483e-01, -1.5931e+00,\n",
              "         3.4081e+00,  1.0488e+00,  2.0391e-01, -4.3841e-01,  1.1190e-01,\n",
              "         8.7173e-01,  6.2297e-01,  6.2392e-01, -2.8830e-01, -9.7984e-01,\n",
              "        -1.6959e-02, -3.9827e-01, -9.7197e-01,  5.9183e-01, -5.7886e-01,\n",
              "         9.6217e-01,  7.6927e-01,  4.0248e-01, -1.3602e-02,  1.8745e-01]),\n",
              " 'here': array([ 0.14094 ,  0.68201 , -0.50406 ,  0.38316 ,  0.63427 , -1.1851  ,\n",
              "        -0.46932 ,  0.28639 , -0.43216 , -0.55399 , -0.44542 , -0.37547 ,\n",
              "        -0.3705  , -0.10563 ,  1.1606  ,  0.43494 ,  0.38033 ,  0.030184,\n",
              "        -0.24547 , -0.43203 , -0.031259,  0.50174 ,  0.27714 ,  0.12505 ,\n",
              "         0.82877 , -1.7273  , -0.3644  ,  0.30344 , -0.17817 , -0.012443,\n",
              "         3.4775  ,  0.51806 , -0.46432 , -0.13342 , -0.22624 , -0.24472 ,\n",
              "         0.062998,  0.50663 , -0.31938 ,  0.079926, -0.54474 ,  0.19452 ,\n",
              "         0.12387 , -0.055269,  0.65444 ,  0.43451 , -0.42384 ,  0.11082 ,\n",
              "         0.11009 , -0.27094 ]),\n",
              " '?': array([-1.4578e-01,  5.0459e-01,  4.7525e-02, -4.6463e-01,  4.4249e-01,\n",
              "        -1.6772e-01, -4.0334e-01, -3.9223e-01, -4.1543e-01,  2.7637e-01,\n",
              "        -6.3027e-01,  6.9033e-01, -4.5441e-01,  1.5845e-03,  1.3120e+00,\n",
              "         5.2413e-01,  3.7380e-01,  2.8156e-01, -4.0563e-03, -5.2664e-01,\n",
              "        -5.7061e-01,  3.6561e-01,  5.9174e-01,  3.4713e-01,  4.5009e-01,\n",
              "        -2.1454e+00, -1.3795e+00,  3.0700e-01,  1.4876e+00, -9.6313e-01,\n",
              "         2.8403e+00,  5.0247e-01, -8.6752e-01,  6.4130e-02, -3.6376e-01,\n",
              "        -1.4019e-01,  1.1975e-01, -4.5442e-02,  7.2682e-01, -4.4447e-01,\n",
              "        -2.7226e-01,  1.5030e-01,  1.1489e-01,  7.1237e-01,  1.1341e-01,\n",
              "         2.2835e-01, -4.0801e-02, -4.1468e-01,  1.1054e-01,  1.1681e+00]),\n",
              " 'should': array([ 0.35145  , -0.24155  ,  0.0054776, -0.43396  ,  0.498    ,\n",
              "        -0.15624  ,  0.085152 ,  0.037574 , -0.08182  , -0.11312  ,\n",
              "         0.30311  ,  0.71108  , -0.18012  , -0.14026  ,  0.72316  ,\n",
              "         1.1194   ,  0.54095  , -0.44946  ,  0.64814  , -0.86225  ,\n",
              "        -0.088763 , -0.055229 ,  0.49666  , -0.14049  ,  0.20234  ,\n",
              "        -2.1223   , -0.061711 , -0.18884  ,  0.15737  , -0.52156  ,\n",
              "         3.7028   ,  0.73726  , -1.0739   , -0.63594  , -0.18347  ,\n",
              "        -0.46252  ,  0.36886  ,  0.19455  , -0.068823 , -0.32577  ,\n",
              "        -0.46426  , -0.096529 ,  0.41884  ,  0.53723  , -0.065486 ,\n",
              "         0.14923  , -0.48415  ,  0.46327  , -0.029425 ,  0.34362  ]),\n",
              " 'take': array([ 0.62257 ,  0.071858,  0.024343, -0.12574 ,  0.31062 , -0.2258  ,\n",
              "        -0.34277 ,  0.50858 , -0.13264 , -0.068181, -0.21331 ,  0.27151 ,\n",
              "        -0.44914 ,  0.076563,  0.54888 ,  0.58235 ,  0.46806 , -0.3486  ,\n",
              "        -0.14855 , -0.81118 ,  0.26717 ,  0.24443 ,  0.016739,  0.04569 ,\n",
              "         0.23783 , -1.9723  , -0.067601, -0.50336 ,  0.21409 , -0.48434 ,\n",
              "         3.5853  ,  1.1371  , -1.1428  , -0.058785,  0.2457  , -0.16272 ,\n",
              "         0.17293 ,  0.18225 ,  0.0188  , -0.52325 , -0.34459 ,  0.035117,\n",
              "         0.27834 ,  0.18419 ,  0.23106 ,  0.13612 ,  0.021502,  0.18111 ,\n",
              "         0.038953,  0.23854 ]),\n",
              " 'very': array([ 5.7049e-01, -7.7854e-03, -7.0766e-01, -3.1785e-01,  8.9493e-01,\n",
              "        -1.6128e-02, -6.7149e-02,  1.5765e-01, -4.9832e-01,  2.5845e-01,\n",
              "         1.0943e-01,  3.6728e-01, -1.4843e-01,  6.3286e-02,  2.0832e-01,\n",
              "         4.5920e-01,  7.1781e-01,  2.2772e-01, -1.5349e-03, -9.3093e-01,\n",
              "        -8.0048e-01,  4.6714e-01,  4.1571e-01,  1.7572e-01,  1.0876e+00,\n",
              "        -1.6116e+00, -7.0943e-01,  8.3772e-01,  6.7081e-01,  1.8139e-01,\n",
              "         3.9899e+00, -1.0270e-01,  4.3900e-01, -6.7926e-01,  1.1861e-01,\n",
              "        -2.0182e-01, -8.1603e-02,  9.0739e-01, -5.2258e-01, -4.8426e-01,\n",
              "        -3.1326e-01,  1.0325e-01,  1.3036e-01,  3.5115e-01,  3.7593e-01,\n",
              "         6.4388e-02, -2.2590e-01,  7.9125e-02,  1.2573e-01,  8.3939e-01]),\n",
              " 'my': array([-0.27279  ,  0.77515  , -0.10181  , -0.9166   ,  0.90477  ,\n",
              "        -0.070501 , -0.47569  ,  0.44608  ,  0.1697   ,  0.072352 ,\n",
              "        -0.16306  ,  0.86852  , -0.76634  , -0.016103 ,  0.78492  ,\n",
              "         0.2952   , -0.74859  ,  0.2099   ,  0.65537  , -0.62334  ,\n",
              "        -0.43711  ,  1.1854   ,  0.47519  ,  0.0093866,  1.1377   ,\n",
              "        -2.4394   , -1.5619   ,  0.49001  ,  1.0985   , -0.97371  ,\n",
              "         3.4628   ,  1.0408   , -0.65138  ,  0.57189  , -0.12523  ,\n",
              "         0.26705  ,  0.16373  ,  0.41105  ,  0.7509   , -0.77923  ,\n",
              "         0.03638  , -0.28609  , -0.72365  ,  0.63511  ,  0.089441 ,\n",
              "        -0.30133  ,  0.36518  , -0.73367  ,  0.040383 ,  0.26657  ]),\n",
              " 'north': array([ 0.30059 ,  0.55598 , -0.040589,  0.020289, -0.57624 , -0.24619 ,\n",
              "        -0.85377 ,  0.37889 ,  0.46139 , -1.1689  , -0.52015 , -0.78857 ,\n",
              "         0.048843, -0.99449 , -1.0834  ,  0.6583  ,  0.71529 ,  0.48547 ,\n",
              "        -0.90564 ,  0.6705  ,  0.27951 ,  0.085327,  0.094497,  0.52371 ,\n",
              "         0.074894, -2.1416  ,  0.58129 ,  0.57789 , -0.065808, -0.43003 ,\n",
              "         3.418   , -0.63184 ,  0.11221 , -0.25144 ,  0.5589  , -0.82333 ,\n",
              "        -0.39141 , -0.45547 , -0.75951 ,  0.22251 , -0.52216 , -0.25439 ,\n",
              "         0.67537 , -1.017   , -0.134   ,  0.641   , -0.33782 , -0.10768 ,\n",
              "        -0.61803 , -0.38883 ]),\n",
              " 'security': array([ 5.2125e-01, -3.3878e-03,  8.1485e-01,  4.9424e-02,  5.0668e-01,\n",
              "        -9.5911e-01,  3.1231e-01, -4.5548e-01,  5.2073e-01, -1.5376e+00,\n",
              "        -4.4826e-01, -3.6463e-01, -8.0871e-01,  2.5262e-01, -1.6081e-01,\n",
              "         5.6050e-01, -1.6230e-02, -2.3822e-01,  8.3667e-01, -3.1576e-02,\n",
              "         4.5841e-01,  7.0073e-01, -4.4999e-01, -5.6300e-01, -6.3356e-01,\n",
              "        -2.0531e+00,  5.5847e-01,  4.0415e-02,  1.5785e-01,  5.3227e-01,\n",
              "         3.4865e+00,  2.4928e-01, -9.1953e-01, -1.1876e+00, -1.8295e-01,\n",
              "         7.6939e-01,  2.9916e-01, -7.2577e-01, -6.5898e-01,  3.9304e-01,\n",
              "        -3.4360e-01,  3.6399e-01,  8.5622e-01, -3.0890e-01,  2.1141e-01,\n",
              "        -3.2681e-01, -5.6317e-01,  1.2145e+00,  1.8532e-01,  6.3210e-02]),\n",
              " 'season': array([-1.0386  ,  0.5232  , -0.73141 ,  0.22199 , -0.35843 , -0.16097 ,\n",
              "        -1.7882  ,  0.34459 , -0.48096 , -0.15844 ,  0.2141  ,  0.10096 ,\n",
              "        -1.5051  , -0.023355,  1.7033  , -0.48881 ,  0.03145 , -0.16398 ,\n",
              "        -2.2933  ,  0.33231 , -0.79011 , -0.8724  ,  0.86738 , -0.06443 ,\n",
              "        -0.39736 , -0.49269 ,  0.091015,  0.16807 ,  0.7277  , -0.17243 ,\n",
              "         3.0362  ,  1.6277  ,  0.23501 , -0.10369 ,  0.60074 ,  0.71933 ,\n",
              "         0.44086 ,  1.2389  ,  0.15929 , -1.2127  , -1.2541  , -0.7432  ,\n",
              "        -1.0108  , -0.36778 , -0.8631  ,  0.79232 ,  0.63128 ,  0.18791 ,\n",
              "        -0.024801,  0.42411 ]),\n",
              " 'york': array([-0.31828 ,  0.78772 , -0.26618 , -0.10886 ,  0.11547 , -0.39594 ,\n",
              "        -1.8723  , -0.349   , -0.59977 , -0.1049  , -0.96748 , -0.18682 ,\n",
              "        -0.25782 ,  0.38005 ,  0.19745 , -0.39262 , -0.63943 , -0.40466 ,\n",
              "        -1.0452  ,  0.34937 ,  1.3525  ,  0.17698 , -0.57886 ,  0.2378  ,\n",
              "        -0.85464 , -1.9496  ,  0.026719,  0.10388 ,  0.021009, -0.63848 ,\n",
              "         2.5433  , -0.15636 ,  0.69442 , -1.01    , -0.069026, -0.8255  ,\n",
              "        -0.12985 ,  0.14957 ,  0.60937 , -0.12993 , -0.29342 ,  0.24195 ,\n",
              "         0.47764 , -0.05922 , -0.26503 ,  0.72269 , -0.47974 , -0.36023 ,\n",
              "        -0.17866 ,  1.1236  ]),\n",
              " 'how': array([ 6.8938e-01, -1.0644e-01,  1.7083e-01, -3.7583e-01,  7.5170e-01,\n",
              "         7.8149e-04, -5.3102e-01, -1.9903e-01, -1.4419e-01,  1.2748e-01,\n",
              "        -2.8038e-01,  7.0723e-01, -5.4100e-01,  1.9625e-01,  9.6635e-01,\n",
              "         6.0519e-01,  4.0918e-01, -3.1612e-02,  5.3900e-01, -8.7086e-01,\n",
              "        -2.0912e-01,  5.6853e-01,  6.5983e-01,  1.4583e-01,  1.0112e+00,\n",
              "        -2.0736e+00, -1.1242e+00,  5.9662e-04,  7.0332e-01, -8.2608e-01,\n",
              "         3.4445e+00,  3.2984e-01, -3.5324e-01, -1.0335e+00, -1.4753e-01,\n",
              "        -1.4874e-01, -4.1246e-01,  3.3489e-01,  1.9841e-01, -2.5478e-01,\n",
              "        -4.7193e-01,  6.6701e-02,  3.2777e-01,  6.8781e-01,  3.6428e-01,\n",
              "         2.1522e-01,  1.6494e-01,  4.1761e-01, -2.2504e-01,  6.1412e-01]),\n",
              " 'public': array([ 3.4236e-02,  5.0591e-01, -1.9488e-01, -2.6424e-01, -2.6900e-01,\n",
              "        -2.4169e-03, -4.2642e-01, -2.9695e-01,  2.1507e-01, -5.3071e-03,\n",
              "        -6.8610e-01, -2.1250e-01,  2.4388e-01, -4.5197e-01,  7.2675e-02,\n",
              "        -1.2681e-01, -3.6037e-01,  1.2668e-01,  3.8054e-01, -4.3214e-01,\n",
              "         1.1571e+00,  5.1524e-01, -5.0795e-01, -1.8806e-01, -1.6628e-01,\n",
              "        -2.0350e+00, -2.3095e-02, -4.3807e-02, -3.3862e-01,  2.2944e-01,\n",
              "         3.4413e+00,  5.8809e-01,  1.5753e-01, -1.7452e+00, -8.1105e-01,\n",
              "         4.2730e-02,  1.9056e-01, -2.8506e-01,  1.3358e-01, -9.4805e-02,\n",
              "        -1.7632e-01,  7.6961e-02, -1.9293e-01,  7.1098e-01, -1.9331e-01,\n",
              "         1.9016e-02, -1.2177e+00,  3.9620e-01,  5.2807e-01,  3.3352e-01]),\n",
              " 'early': array([ 0.35948 , -0.16637 , -0.30288 , -0.55095 , -0.49135 ,  0.048866,\n",
              "        -1.6003  ,  0.19451 , -0.80288 ,  0.157   ,  0.14782 , -0.45813 ,\n",
              "        -0.30852 ,  0.03055 ,  0.38079 ,  0.16768 , -0.74477 , -0.88759 ,\n",
              "        -1.1255  ,  0.28654 ,  0.37413 , -0.053585,  0.019005, -0.30474 ,\n",
              "         0.30998 , -1.3004  , -0.56797 , -0.50119 ,  0.031763,  0.58832 ,\n",
              "         3.692   , -0.56015 , -0.043986, -0.4513  ,  0.49902 , -0.13698 ,\n",
              "         0.033691,  0.40458 , -0.16825 ,  0.033614, -0.66019 , -0.070503,\n",
              "        -0.39145 , -0.11031 ,  0.27384 ,  0.25301 ,  0.3471  , -0.31089 ,\n",
              "        -0.32557 , -0.51921 ]),\n",
              " 'according': array([ 3.6750e-01,  1.7162e-01,  4.5661e-01,  2.2694e-01,  5.0477e-01,\n",
              "        -1.6938e-01, -7.2449e-01, -6.0276e-01,  2.5607e-01, -6.7345e-01,\n",
              "         3.2970e-01, -2.8103e-01,  1.5122e-01, -6.4325e-01,  1.0454e+00,\n",
              "         2.8958e-03, -5.1234e-01, -3.3298e-01, -9.2862e-02,  2.4603e-01,\n",
              "         3.1475e-01, -2.0641e-02,  5.5353e-01, -1.9807e-01,  1.1941e-01,\n",
              "        -1.3270e+00, -6.5037e-01, -4.6369e-01, -8.6273e-01,  3.8967e-01,\n",
              "         3.3200e+00, -7.3484e-01,  1.0476e-01, -6.2037e-01, -2.5884e-01,\n",
              "        -3.9999e-01,  1.4253e-01, -1.1855e-01,  6.2405e-01,  7.0724e-01,\n",
              "        -1.1078e-01,  2.9246e-01,  4.9381e-01, -2.4960e-01,  2.0108e-03,\n",
              "        -4.1030e-01, -6.2928e-01,  7.8374e-01,  1.7455e-01,  1.7664e-01]),\n",
              " 'several': array([ 9.2992e-01,  8.3859e-02, -4.0713e-04, -5.9929e-02, -5.2548e-01,\n",
              "         5.1386e-01, -1.2543e+00, -4.0470e-02, -4.1758e-01, -3.7798e-01,\n",
              "        -3.0974e-01, -1.9047e-01, -2.0390e-01,  1.4981e-01,  2.5646e-01,\n",
              "        -4.9809e-01, -2.2428e-01, -1.7415e-01, -4.0491e-01, -6.7571e-01,\n",
              "         5.0644e-01,  5.9368e-02,  6.4289e-01,  2.5023e-01, -4.5868e-01,\n",
              "        -1.1539e+00, -5.0283e-01, -3.0815e-01, -5.3284e-01, -2.1486e-01,\n",
              "         3.8863e+00, -1.9187e-01,  3.2527e-01, -9.8921e-01,  4.5479e-01,\n",
              "         7.4020e-01, -6.8988e-02, -3.3446e-02, -5.7015e-01,  5.7441e-01,\n",
              "        -3.8892e-01,  2.7663e-01,  9.7748e-02,  3.3904e-01,  3.5801e-01,\n",
              "        -1.7282e-01, -6.6789e-01, -2.4513e-02, -6.0175e-01, -8.4145e-01]),\n",
              " 'court': array([-0.35445  , -0.55181  , -1.024    ,  0.59384  ,  0.57911  ,\n",
              "        -0.061788 ,  0.72901  ,  1.2659   , -0.13373  , -0.34189  ,\n",
              "        -0.45832  , -0.32753  , -0.50637  , -0.40303  ,  0.96671  ,\n",
              "         0.23091  , -0.60122  , -0.9605   ,  0.0088542, -0.43992  ,\n",
              "         0.86799  ,  0.53513  , -0.3755   ,  0.098895 , -0.95862  ,\n",
              "        -3.0575   ,  0.13488  , -0.27774  , -0.87982  , -0.4781   ,\n",
              "         2.588    , -1.0412   , -0.76467  , -0.83672  ,  0.37049  ,\n",
              "        -0.58154  ,  0.94555  , -0.0082917,  0.051426 , -0.37127  ,\n",
              "        -0.15439  ,  0.67224  ,  0.57069  ,  0.80539  , -0.7087   ,\n",
              "         0.28794  , -0.62886  , -0.47116  ,  0.13036  , -0.33523  ]),\n",
              " 'say': array([ 5.3800e-01, -3.2312e-01,  6.8037e-01, -4.5188e-01,  1.7821e-01,\n",
              "        -2.2154e-01, -6.9070e-01,  1.2973e-03, -1.7651e-01,  3.7021e-01,\n",
              "        -3.0653e-01, -1.0422e-02, -2.2567e-01, -1.4526e-01,  9.1416e-01,\n",
              "         6.2186e-01,  5.1730e-01, -1.6940e-01,  4.7089e-01, -6.9872e-01,\n",
              "        -4.6922e-01,  5.1316e-01,  3.3302e-01,  1.4935e-01,  2.0493e-01,\n",
              "        -2.5976e+00, -1.1134e+00, -4.7981e-02,  2.1307e-01, -5.2961e-01,\n",
              "         3.0675e+00,  4.0748e-01, -5.9142e-01, -4.1317e-01, -1.4310e-02,\n",
              "        -7.4191e-01, -2.6384e-01, -3.8352e-01,  2.5446e-01,  2.1919e-02,\n",
              "        -8.0087e-01,  4.7714e-01,  5.8133e-01,  7.3646e-01,  6.5852e-01,\n",
              "        -1.1711e-01, -7.7649e-01,  7.0693e-01, -1.7722e-01,  2.9040e-01]),\n",
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              "        -0.02998 , -0.26391 ,  0.69513 ,  0.38294 ,  0.067117,  0.42452 ,\n",
              "        -1.2652  , -0.54603 ,  0.65743 ,  0.30119 ,  0.63752 ,  0.40919 ,\n",
              "         0.29723 , -1.1203  ,  0.1117  ,  0.49074 ,  0.43661 , -0.40743 ,\n",
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              "         0.31352 ,  0.472   , -0.23803 , -0.12381 ,  0.43955 , -0.97437 ,\n",
              "        -0.78565 , -0.8177  ]),\n",
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              "         0.49954 ,  0.7689  ,  0.74463 , -0.012401,  0.56692 , -0.53145 ,\n",
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              "         0.20798 , -1.6406  ,  0.82105 , -0.68971 , -0.76041 ,  1.0863  ,\n",
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              "        -0.64653 ,  0.067307, -1.0214  ,  0.65271 , -0.24398 ,  1.116   ,\n",
              "         1.5996  , -1.0037  ,  0.75153 , -0.87398 , -1.4423  ,  1.5742  ,\n",
              "         0.51132 , -0.16713 ]),\n",
              " '10': array([-0.14751 ,  0.55556 ,  1.0764  ,  0.044167,  0.49217 ,  0.31183 ,\n",
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              "        -0.19904 , -0.19379 ,  1.1632  , -0.56376 , -0.49566 , -0.19437 ,\n",
              "        -1.4987  ,  0.1349  ,  0.56518 , -0.15299 ,  1.1222  ,  0.11022 ,\n",
              "        -0.59064 , -0.7489  ,  0.77516 , -0.62996 ,  0.18706 , -0.16483 ,\n",
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              "         0.47423 ,  0.22966 ,  0.53956 , -0.12704 , -0.29329 , -0.15497 ,\n",
              "         0.89544 , -0.33169 , -0.4892  ,  0.29825 , -0.10244 , -0.3635  ,\n",
              "         0.12941 ,  0.18798 ]),\n",
              " 'until': array([ 0.20025 , -0.32821 , -0.40859 , -0.79438 , -0.016211, -0.15642 ,\n",
              "        -0.87742 ,  0.79077 , -0.72598 , -0.84135 ,  0.32721 ,  0.16083 ,\n",
              "        -0.39978 , -0.16564 ,  0.97777 ,  0.75359 , -0.58771 , -0.18122 ,\n",
              "        -0.86418 ,  0.21439 ,  0.93586 , -0.27561 ,  1.1309  ,  0.13037 ,\n",
              "        -0.26363 , -1.5425  ,  0.44697 ,  0.11369 ,  0.81079 ,  0.50902 ,\n",
              "         3.5276  , -0.40359 , -1.1329  , -0.31116 ,  0.10513 , -0.11283 ,\n",
              "         0.36168 ,  0.73762 ,  0.38905 , -0.45252 , -0.28996 , -0.6103  ,\n",
              "        -0.41276 , -0.20891 , -0.92793 ,  0.52376 ,  0.075897, -0.81873 ,\n",
              "        -0.46464 , -0.09077 ]),\n",
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              "        -0.017369 , -0.15209  , -0.13592  , -0.14259  , -0.050335 ,\n",
              "        -0.32163  , -0.32965  , -0.7775   ,  0.54234  ,  0.71429  ,\n",
              "         0.0045754,  0.42766  , -0.74396  , -0.37613  , -0.63296  ,\n",
              "         0.51588  , -0.078446 , -0.2662   , -0.164    , -0.015405 ,\n",
              "        -1.1246   ,  0.15969  , -0.3793   ,  0.069653 , -0.25449  ,\n",
              "         3.6201   , -0.05886  , -0.6494   ,  0.10255  ,  0.058746 ,\n",
              "         0.1753   ,  0.63647  ,  0.46642  , -0.34624  , -0.31667  ,\n",
              "         0.011133 , -0.032083 ,  0.34644  , -0.15786  , -0.19963  ,\n",
              "         0.50825  ,  0.41812  , -0.38405  , -0.081924 , -0.51     ]),\n",
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              "        -0.77291 ,  0.71382 , -0.29762 , -0.42115 ,  0.74985 , -0.29343 ,\n",
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              "        -0.65618 ,  0.54213 , -0.31278 , -0.1489  , -0.58983 ,  0.59261 ,\n",
              "         0.024439, -0.40234 ]),\n",
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              "         0.25493  ,  0.088389 ,  0.38069  ,  0.84202  ,  0.38185  ]),\n",
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              "        -2.9855e-01,  3.1998e-01,  2.4164e-01, -5.1280e-01, -1.0399e-01,\n",
              "        -1.1611e-01,  2.5575e-02, -2.9849e-01, -3.3247e-03, -2.0456e-01,\n",
              "        -7.9099e-02, -3.8462e-01,  1.2374e-01,  1.4642e-01, -1.5032e-01]),\n",
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              "         0.0044282,  0.40701  , -0.3812   ,  0.51286  ,  0.14278  ,\n",
              "        -1.4652   , -0.55194  , -0.8362   ,  0.41877  ,  0.40793  ,\n",
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              "         0.026259 , -0.65515  , -0.1425   ,  0.44071  , -0.047796 ,\n",
              "        -0.23276  ,  0.17212  , -0.16844  ,  0.60122  ,  0.47156  ,\n",
              "         0.11336  , -0.96031  , -1.3412   , -0.021467 ,  0.049217 ]),\n",
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              "         0.21646 ,  0.40237 , -0.1413  , -0.015453, -0.11988 , -0.99837 ,\n",
              "        -0.066328,  0.13118 ]),\n",
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              "        -1.4575e-02,  5.1452e-02, -1.3944e-01,  8.7574e-02,  2.0583e-01]),\n",
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              "         8.4289e-01,  2.3318e-01, -1.1728e+00,  8.5665e-02,  1.0832e-01]),\n",
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              "        -1.0384  ,  0.47202 ,  0.23037 , -0.039563, -0.079483, -0.50856 ,\n",
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              "         0.21562 , -1.4202  ,  0.63648 ,  0.52826 ,  0.28329 , -0.073296,\n",
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              "         0.01121 ,  0.21479 ,  0.96489 ,  0.10511 , -0.20664 ,  0.21379 ,\n",
              "        -0.45599 ,  0.23589 , -0.27467 ,  0.21216 , -0.097545, -0.51355 ,\n",
              "        -0.11455 , -0.84802 ]),\n",
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              "         8.1569e-02,  8.2214e-01,  2.2220e-01, -8.3764e-03, -7.6620e-01,\n",
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              "        -1.6549e+00, -7.7418e-01,  1.5435e-01,  9.4823e-01, -3.9520e-01,\n",
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              "        -3.6770e-02,  1.8282e-03, -1.7704e-01,  2.7032e-01,  1.1026e-01,\n",
              "         1.4133e-01, -5.7322e-02,  2.7207e-01,  3.1305e-01,  9.2771e-01]),\n",
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              "        -1.1836e-01, -6.1496e-02, -2.9160e-01,  3.7698e-01, -9.7014e-02,\n",
              "         4.8428e-01,  3.6570e-01,  2.6268e-01, -5.4315e-01,  3.5944e-02]),\n",
              " 'going': array([ 1.4212e-02, -1.8011e-01,  2.3478e-01, -2.5038e-01,  2.6816e-01,\n",
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              " 'go': array([ 1.4828e-01,  1.7761e-01,  4.2346e-01, -3.1489e-01,  3.2273e-01,\n",
              "        -7.2413e-01, -7.8955e-01,  4.9214e-01, -2.0693e-01, -5.5088e-04,\n",
              "        -4.7877e-01,  2.8853e-01, -5.7376e-01,  2.7217e-01,  1.1129e+00,\n",
              "         5.7808e-01,  6.9321e-01, -2.8652e-01, -5.4545e-02, -6.1826e-01,\n",
              "         1.7227e-01,  2.9263e-01,  3.8184e-01,  6.2186e-01,  5.5461e-01,\n",
              "        -1.7411e+00, -2.8802e-01, -1.7140e-01,  7.4743e-01, -1.0135e+00,\n",
              "         3.3596e+00,  1.1370e+00, -1.0028e+00,  1.7685e-01, -6.1795e-03,\n",
              "        -6.3491e-02,  1.9077e-01,  4.4046e-02,  3.8228e-01, -4.1607e-01,\n",
              "        -5.0359e-01, -8.3803e-02,  1.7508e-01,  4.0420e-01,  7.7324e-02,\n",
              "         1.7415e-01,  1.2541e-01, -2.1820e-01,  1.2971e-01,  3.2953e-01]),\n",
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              "        -0.11521 ,  0.54568 ]),\n",
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              "         0.28481  , -0.72253  ,  0.05035  , -0.52179  , -0.62385  ]),\n",
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              "        -1.1039  ,  0.2591  ,  0.51173 , -0.69929 , -0.04061 , -0.87886 ,\n",
              "        -1.2485  ,  0.19964 , -0.25412 , -0.58236 , -0.31967 ,  0.041768,\n",
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              "         3.3406  ,  0.24938 ,  0.11115 ,  0.66586 ,  0.4321  , -0.30615 ,\n",
              "         0.44014 ,  0.80759 ,  0.017952, -0.51661 , -0.25567 , -0.26593 ,\n",
              "        -0.16342 , -0.53087 , -0.62928 ,  0.29726 ,  0.28643 , -0.36534 ,\n",
              "         0.26795 , -0.17126 ]),\n",
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              "        -0.30098 , -0.14887 ,  1.2242  , -0.11392 , -0.59522 , -0.48003 ,\n",
              "        -0.98778 ,  0.033121,  0.17605 ,  0.2695  ,  0.96337 ,  0.25842 ,\n",
              "         0.44454 , -1.4805  , -0.47694 ,  0.040743,  0.15592 ,  0.23329 ,\n",
              "         3.3342  , -0.1008  ,  0.85134 , -0.29978 , -0.14765 , -0.37207 ,\n",
              "         0.093149,  0.30571 , -0.036654,  0.12316 ,  0.012305,  0.43128 ,\n",
              "         0.4405  ,  0.58298 , -0.39951 ,  0.21648 , -0.13706 , -0.01493 ,\n",
              "        -0.19099 ,  0.24173 ]),\n",
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              "        -1.0869  , -0.25415 ,  0.43534 , -0.34265 , -0.27734 , -0.35973 ,\n",
              "        -1.1806  , -0.15128 ,  0.24127 ,  0.50711 ,  0.17117 , -0.47705 ,\n",
              "        -0.023802, -1.7512  ,  0.099813, -0.43687 , -0.19324 , -0.037552,\n",
              "         2.8149  ,  0.41473 , -0.48028 , -0.014933,  0.3202  ,  0.085309,\n",
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              "        -0.26002 , -0.2175  ,  0.043965, -0.090949, -0.24377 , -0.58687 ,\n",
              "        -0.048828, -0.38006 ]),\n",
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              "        -0.92544 ,  0.60346 , -0.11877 ,  0.33422 ,  0.5861  , -0.93036 ,\n",
              "         0.057848, -0.3782  , -1.1279  ,  0.11801 , -0.26057 ,  0.043562,\n",
              "         0.25741 , -2.2502  ,  0.14761 ,  0.43313 ,  0.6941  , -0.94411 ,\n",
              "         3.5944  ,  0.47921 , -0.61145 ,  0.16474 , -0.68397 , -0.091051,\n",
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              "        -0.47432 ,  0.79129 , -0.75714 , -0.117   , -0.093022, -0.23004 ,\n",
              "         0.081364, -0.035147]),\n",
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              "        -6.2690e-01, -6.4429e-01, -3.1616e-01,  2.3314e-01,  1.2348e+00,\n",
              "        -8.0113e-02, -7.3820e-01, -3.4970e-01, -9.7589e-01, -4.6964e-02,\n",
              "         2.9777e-01,  6.8288e-01,  8.7876e-01, -2.8921e-01,  1.4560e-01,\n",
              "        -1.4110e+00, -1.1301e-01,  2.1320e-01,  4.9548e-01,  3.8685e-01,\n",
              "         3.3970e+00,  4.0639e-01, -5.4343e-01, -3.7414e-04,  4.4268e-01,\n",
              "        -1.0150e-01,  3.7693e-01,  4.7623e-02,  4.4414e-02,  1.0038e-01,\n",
              "        -9.9794e-01,  2.0820e-01,  6.3226e-02,  1.2436e-01, -5.9387e-02,\n",
              "         4.6682e-02, -2.2335e-01, -2.2082e-01, -4.0414e-01, -1.8502e-01]),\n",
              " 'local': array([-0.050694 , -0.084854 , -0.14846  ,  0.30326  , -0.033226 ,\n",
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              "        -0.056783 , -0.063521 ,  0.43829  , -0.014251 , -0.29568  ,\n",
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              "        -1.0415   , -0.19015  , -0.79029  , -0.20376  ,  0.39583  ,\n",
              "         3.9413   ,  0.22019  ,  0.05696  , -0.66122  , -0.23509  ,\n",
              "         0.33192  , -0.28363  , -0.61573  ,  0.34633  ,  0.668    ,\n",
              "        -0.093056 ,  0.11029  , -0.12521  ,  0.4225   ,  0.40646  ,\n",
              "        -0.0069667, -1.1514   ,  0.26476  ,  0.60581  , -0.09312  ]),\n",
              " 'economic': array([-2.3945e-04,  3.9277e-01, -1.6155e-01, -3.4783e-02, -6.9467e-02,\n",
              "        -5.1534e-01,  1.9859e-01, -9.3728e-01, -1.0969e-01,  9.8098e-02,\n",
              "        -6.8656e-02,  1.6178e-02, -7.2234e-01,  2.9057e-01, -9.7483e-02,\n",
              "         3.1853e-01,  4.5386e-01, -8.5754e-01,  7.3634e-01,  1.8220e-01,\n",
              "         3.7787e-01, -6.7011e-01, -6.7249e-01, -1.1899e+00,  5.2358e-01,\n",
              "        -1.3483e+00, -1.0983e-01, -1.3769e-01,  1.4085e-02,  1.6902e+00,\n",
              "         4.1452e+00,  8.7261e-01,  3.5469e-01, -9.0482e-01, -1.0903e+00,\n",
              "        -5.9752e-01, -1.4137e+00,  1.9400e-01,  1.2474e-01, -7.7500e-02,\n",
              "        -1.9835e+00, -1.7015e-01,  5.3512e-01, -6.7014e-01,  2.7473e-01,\n",
              "         1.8497e-01,  9.9552e-02,  1.2488e+00,  8.3231e-01,  2.0399e-02]),\n",
              " 'countries': array([ 0.56599  ,  0.26921  , -0.050632 , -0.26219  , -0.078157 ,\n",
              "         0.042565 ,  0.12923  , -0.50756  ,  0.47105  ,  0.026793 ,\n",
              "         0.67335  ,  0.076484 ,  0.27775  ,  0.37278  ,  0.5604   ,\n",
              "         0.27349  ,  0.78066  , -0.53707  ,  0.68602  , -0.0069331,\n",
              "         0.10441  , -0.28288  ,  1.049    ,  0.22643  ,  0.038323 ,\n",
              "        -1.2473   ,  0.60024  , -0.59904  , -0.51407  ,  0.39366  ,\n",
              "         4.2808   ,  1.3038   ,  0.078842 , -0.27142  , -0.36369  ,\n",
              "        -0.62316  , -0.65936  ,  0.2368   , -1.4842   ,  0.4032   ,\n",
              "        -1.1575   , -0.28149  ,  2.1609   , -0.61081  ,  0.081813 ,\n",
              "         0.87071  , -1.1518   ,  0.90462  , -0.57503  , -0.82891  ]),\n",
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              "        -0.22596 , -0.3745  , -0.56751 , -0.10444 , -0.07865 ,  0.50972 ,\n",
              "        -0.44274 ,  0.038197,  0.759   ,  0.98204 ,  0.26128 , -0.62279 ,\n",
              "        -0.064897, -0.52966 , -0.30045 , -0.18522 ,  0.28722 ,  0.36005 ,\n",
              "         0.40381 , -1.7122  , -1.2329  ,  0.12507 ,  0.46661 , -0.36031 ,\n",
              "         3.1632  ,  0.56363 , -0.46641 , -0.48497 , -0.10749 , -0.47382 ,\n",
              "         0.10153 , -0.34646 ,  0.28584 , -0.20812 , -0.44613 ,  0.27223 ,\n",
              "         0.2287  ,  0.30833 ,  0.1775  ,  0.3363  ,  0.38842 , -0.25642 ,\n",
              "         0.1355  ,  0.24894 ]),\n",
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              "        -3.9229e-03, -9.4640e-01, -3.0210e-01,  7.1150e-02,  8.2385e-01,\n",
              "        -1.6949e-01,  4.1054e-01, -4.8622e-01,  6.1483e-01,  7.0468e-01,\n",
              "        -6.0032e-01,  8.9382e-01,  1.1781e-01, -7.7831e-01, -5.2206e-01,\n",
              "        -1.0077e-01,  3.8392e-01,  2.7892e-01,  3.7202e-01,  4.9374e-01,\n",
              "        -1.1495e+00, -1.1505e+00, -7.2089e-01, -3.8090e-02, -4.5699e-01,\n",
              "         3.3425e+00,  5.6660e-01,  8.8944e-04, -2.0030e-01,  5.3662e-01,\n",
              "         2.8478e-01, -8.3822e-02,  9.7535e-01, -3.5985e-01, -1.0818e+00,\n",
              "        -5.1555e-02,  3.0453e-01,  4.7155e-03, -2.5214e-01, -3.5151e-01,\n",
              "         2.6135e-01,  1.9998e-01, -5.6032e-02,  7.4988e-02,  7.6092e-01]),\n",
              " 'report': array([ 1.5859e-01, -1.9642e-01,  4.4080e-01,  1.5705e-01,  1.4152e-01,\n",
              "        -3.9295e-01, -8.6465e-01, -4.3096e-01,  1.1259e+00, -7.4546e-01,\n",
              "        -1.7474e-01, -3.6998e-01, -6.1971e-01, -4.5057e-01,  1.2699e+00,\n",
              "         5.7434e-02, -7.6578e-01, -1.2642e+00,  1.9085e-01,  1.2169e-01,\n",
              "         9.3931e-01,  2.5212e-01,  8.7944e-01, -5.0907e-01, -1.0334e-03,\n",
              "        -1.6726e+00, -6.7526e-01,  3.4120e-01, -8.7419e-01,  4.6861e-01,\n",
              "         2.9986e+00, -8.9706e-01,  3.5027e-01, -1.2195e+00, -4.8529e-01,\n",
              "        -5.3516e-01,  1.3027e-01, -4.4508e-01,  3.7792e-01, -1.0454e-01,\n",
              "        -1.7988e-01,  1.8401e-01,  4.7157e-01, -8.6405e-01,  5.5818e-01,\n",
              "        -1.4163e-01, -1.7835e-01,  1.8827e+00,  6.4330e-01,  3.3806e-01]),\n",
              " 'killed': array([ 1.2874  , -0.56115 ,  1.3665  , -0.53943 ,  0.95227 ,  0.68187 ,\n",
              "        -0.65855 ,  0.78587 , -0.024528, -1.0173  , -0.33893 , -1.5708  ,\n",
              "        -0.43586 , -0.20524 ,  0.96164 , -0.94316 , -0.36018 ,  0.59096 ,\n",
              "        -1.5788  ,  0.9647  , -0.70035 ,  1.2801  ,  0.57736 ,  0.067011,\n",
              "         0.071377, -2.0075  , -0.48661 , -0.72573 ,  0.36606 ,  0.3885  ,\n",
              "         2.3153  , -0.45747 , -0.41082 ,  0.16891 ,  0.66064 ,  0.7418  ,\n",
              "         0.3787  , -1.4392  ,  0.2306  ,  1.064   , -1.1697  ,  0.81063 ,\n",
              "         0.61556 , -0.85832 ,  1.2976  , -0.31447 , -1.3205  , -0.55398 ,\n",
              "         0.16311 , -0.81714 ]),\n",
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              "        -0.16864  , -0.89407  , -0.41777  ,  0.0034687,  0.42252  ,\n",
              "         0.071424 , -0.17026  , -0.29842  , -0.78902  ,  0.042676 ,\n",
              "         0.72038  ,  0.32576  ,  0.36559  , -0.074632 , -0.76986  ,\n",
              "        -1.4719   ,  0.21902  , -0.2934   , -0.78126  ,  0.023716 ,\n",
              "         2.9611   ,  0.26948  , -0.95631  , -0.45146  ,  0.27115  ,\n",
              "        -0.23076  ,  0.35717  ,  0.41122  , -0.49945  ,  0.03909  ,\n",
              "        -0.52455  , -0.29506  , -0.033977 , -0.0094702, -0.062505 ,\n",
              "        -0.012143 , -0.674    , -0.3321   , -0.20794  , -0.79844  ]),\n",
              " 'business': array([ 0.023693,  0.13316 ,  0.023131,  0.49833 ,  0.026874, -0.43252 ,\n",
              "        -1.1364  , -0.82001 ,  0.22388 , -0.032119, -0.069651,  0.39857 ,\n",
              "        -0.58275 ,  0.095008, -0.023643,  0.23237 , -0.42441 ,  0.65709 ,\n",
              "         0.57802 , -0.51602 ,  1.8253  ,  0.12951 , -0.61773 ,  0.39281 ,\n",
              "        -0.35754 , -1.6778  , -0.45201 , -0.47075 ,  0.19487 ,  0.35828 ,\n",
              "         3.6034  ,  0.32865 ,  0.47288 , -0.33787 , -0.46234 , -0.51628 ,\n",
              "        -1.3755  ,  0.70789 ,  0.4648  , -0.16186 , -0.0961  , -0.28523 ,\n",
              "         0.30047 ,  0.50902 ,  0.081356, -0.015639, -0.51021 ,  0.34585 ,\n",
              "         0.24201 ,  0.82237 ]),\n",
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              "        -0.833   ,  0.43653 ,  0.37315 , -0.78789 , -0.79931 , -0.79831 ,\n",
              "        -0.36531 , -0.72046 , -1.0581  ,  0.52669 ,  1.239   , -0.11971 ,\n",
              "        -1.0064  ,  0.81269 ,  0.26956 ,  0.30271 , -0.15037 ,  0.94492 ,\n",
              "        -0.36163 , -1.7036  ,  0.40589 ,  0.31472 ,  0.039534, -0.35905 ,\n",
              "         3.2571  , -0.35947 ,  0.44716 , -0.16959 ,  0.57795 , -0.29168 ,\n",
              "        -0.13391 , -0.58893 , -0.32784 ,  0.094846, -0.37965 ,  0.33674 ,\n",
              "         0.25739 , -0.89672 , -0.71137 ,  1.0858  , -0.30602 , -0.63535 ,\n",
              "        -0.41517 , -0.4095  ]),\n",
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              "         0.14048  ,  0.8287   , -0.27632  , -0.14559  ,  0.8733   ,\n",
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              "        -0.44428  ,  0.03715  ,  0.018767 ,  0.34844  ,  0.48343  ,\n",
              "        -2.1882   , -0.71822  ,  0.11967  ,  0.73301  , -0.74122  ,\n",
              "         3.1152   ,  0.26265  , -0.82392  , -0.48308  , -0.26423  ,\n",
              "        -0.49872  ,  0.1384   , -0.18218  ,  0.24401  , -0.53377  ,\n",
              "         0.055773 ,  0.36048  , -0.10413  ,  0.32412  , -0.11662  ,\n",
              "         0.2212   ,  0.19864  ,  0.19143  , -0.041528 ,  1.0861   ]),\n",
              " 'own': array([ 2.7848e-01,  7.9579e-02, -1.0584e-01, -3.8162e-01,  4.6071e-01,\n",
              "         5.6455e-01, -7.1930e-01, -2.2662e-01,  1.2271e-01,  2.4965e-01,\n",
              "        -1.3608e-01,  6.5377e-01, -6.3547e-01,  1.0398e-02,  5.6358e-02,\n",
              "        -1.2872e-01, -3.3681e-02, -1.1460e-01,  3.3459e-01, -6.4033e-01,\n",
              "         4.1771e-01,  4.3189e-01, -1.8595e-01, -1.1354e-01,  8.0351e-02,\n",
              "        -1.7492e+00, -1.0370e+00, -3.7701e-01,  3.8214e-01, -2.4203e-01,\n",
              "         3.5389e+00,  4.6803e-01, -4.1399e-01, -5.4270e-01, -2.1175e-01,\n",
              "         4.8245e-01, -3.4914e-01,  1.5805e-01, -2.1370e-01, -5.0219e-01,\n",
              "         2.4979e-01, -2.2019e-01, -2.8683e-01,  4.3822e-01, -3.4483e-01,\n",
              "        -1.5556e-03, -2.7295e-01, -9.6195e-02, -7.1975e-02, -2.2772e-01]),\n",
              " '%': array([-0.9208  ,  0.60392 ,  1.1053  , -0.39188 ,  1.0204  ,  2.1945  ,\n",
              "        -0.49508 , -1.9547  , -1.0751  ,  0.1454  ,  1.2495  , -1.4208  ,\n",
              "         1.894   , -1.3024  , -0.1751  ,  0.33084 , -0.17029 ,  0.169   ,\n",
              "        -0.87306 ,  0.22944 ,  0.027846,  0.33347 ,  1.2866  ,  0.23098 ,\n",
              "        -0.12257 ,  0.38349 ,  0.24163 , -0.67453 ,  0.08332 ,  0.76547 ,\n",
              "         3.2612  ,  0.62834 , -0.016612, -0.12178 ,  0.85848 , -1.1687  ,\n",
              "        -0.10173 ,  0.070155,  0.99368 ,  0.029438, -0.065403, -0.50471 ,\n",
              "         1.1739  , -0.28263 , -1.381   , -0.43341 , -0.58927 , -0.19344 ,\n",
              "         1.6497  , -0.10516 ]),\n",
              " 'came': array([ 0.03413  , -0.1529   , -0.087984 , -0.21692  ,  0.29229  ,\n",
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              "        -0.18637  , -0.27509  , -0.80462  , -0.15915  ,  0.56122  ,\n",
              "        -0.18315  , -0.24854  , -0.60133  , -0.98713  , -0.08832  ,\n",
              "         0.033427 ,  0.29101  ,  0.071743 , -0.43179  ,  0.2404   ,\n",
              "        -1.9052   , -0.1955   ,  0.068605 ,  0.019887 , -0.10984  ,\n",
              "         3.0229   ,  0.24949  , -0.28191  , -0.0098004,  0.1651   ,\n",
              "        -0.15466  ,  0.11498  ,  0.25807  , -0.029927 , -0.21309  ,\n",
              "        -0.35143  ,  0.32539  , -0.37124  , -0.43276  ,  0.034539 ,\n",
              "         0.14591  , -0.15846  , -0.13913  , -0.071206 , -0.46056  ]),\n",
              " 'law': array([-1.2328e+00, -1.1042e-01, -7.7951e-01, -5.0614e-01, -6.8150e-02,\n",
              "         6.9457e-01,  1.8967e-01, -7.6766e-01,  5.4416e-03, -3.6045e-01,\n",
              "        -1.6309e-01,  5.9114e-01, -1.4221e-01, -3.3803e-01,  2.2356e-01,\n",
              "         1.5343e-03, -1.2043e-02, -5.9315e-01,  6.2070e-01,  8.7477e-02,\n",
              "         7.2180e-01,  3.1269e-01, -4.9196e-01, -1.4968e-01, -5.2249e-01,\n",
              "        -2.9321e+00,  1.3136e-01, -1.0542e+00, -2.5628e-01, -2.7729e-01,\n",
              "         2.8322e+00, -8.0952e-01, -1.2425e+00, -1.3874e+00, -5.5187e-02,\n",
              "        -4.8155e-01,  1.7897e-01, -2.2712e-01,  5.2925e-01,  4.7739e-01,\n",
              "        -5.5841e-01,  2.5676e-01,  1.0353e+00,  1.0491e+00, -9.5648e-01,\n",
              "        -3.3834e-02, -4.3219e-01,  1.0342e-01,  2.0543e-01,  3.6536e-01]),\n",
              " 'months': array([ 0.66834 , -0.21732 ,  0.37639 , -0.47502 , -0.023343,  0.30418 ,\n",
              "        -0.85643 ,  0.28393 , -0.10913 , -0.10303 , -0.078653, -0.72692 ,\n",
              "        -0.7649  , -0.23649 ,  1.5266  ,  0.22007 , -0.84737 , -0.50695 ,\n",
              "        -0.54568 ,  0.20532 ,  0.61807 ,  0.37876 ,  0.73665 , -0.63081 ,\n",
              "        -0.4291  , -1.4922  ,  0.42842 , -0.025046,  0.25997 ,  0.94781 ,\n",
              "         3.4953  ,  0.2549  , -0.17717 , -0.13937 ,  0.26627 , -0.23262 ,\n",
              "        -0.086835,  0.36772 ,  0.13767 , -0.50294 , -1.2415  ,  0.093426,\n",
              "         0.028504, -0.153   , -0.10935 , -0.51973 , -0.12963 , -0.01076 ,\n",
              "        -0.475   , -0.082577]),\n",
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              "         0.93177  ,  0.067319 , -0.21413  ,  0.39488  , -0.53561  ,\n",
              "         0.42881  , -1.3334   , -0.038192 , -0.15667  ,  0.94351  ,\n",
              "        -0.21873  , -0.15586  ,  0.084439 , -0.058604 , -0.55145  ,\n",
              "        -0.53281  ,  1.2434   ,  0.63441  ,  0.79234  ,  0.0097936,\n",
              "        -1.7124   , -0.77291  , -1.0024   , -0.69472  , -0.50487  ,\n",
              "         3.0517   ,  1.4981   , -0.32957  , -0.53871  , -0.21201  ,\n",
              "        -0.14259  , -0.02706  ,  0.5858   , -0.56642  , -0.55984  ,\n",
              "        -0.60905  , -0.57062  ,  1.3338   ,  0.67097  ,  1.0643   ,\n",
              "        -0.4181   , -0.44273  , -1.0158   , -0.35795  , -0.31111  ]),\n",
              " \"'re\": array([-0.096746 , -0.47202  ,  0.13368  , -0.63464  ,  0.83356  ,\n",
              "        -0.51224  , -0.75443  , -0.033234 , -0.31795  ,  0.27101  ,\n",
              "        -0.48028  ,  0.39019  , -0.76197  ,  0.36913  ,  0.87376  ,\n",
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              "        -1.732    , -0.69654  ,  0.49888  ,  1.5595   , -1.03     ,\n",
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              "        -0.0070424, -0.17761  , -0.095253 , -0.029379 ,  1.1642   ]),\n",
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              "         0.51774 ,  0.047422, -0.42848 ,  0.69177 ,  0.31957 ,  0.28587 ,\n",
              "        -0.45329 ,  0.1207  , -0.69699 ,  0.57517 ,  0.20169 ,  0.74569 ,\n",
              "        -0.027183, -0.61737 ,  0.26269 , -0.39027 , -0.37649 , -0.69831 ,\n",
              "        -0.05726 , -1.9656  ,  0.095767, -0.52099 ,  0.87712 ,  0.88263 ,\n",
              "         3.54    ,  0.39965 , -0.74971 , -0.49914 , -0.019178,  0.2373  ,\n",
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              "        -0.62969 ,  0.13692 , -1.0847  ,  0.79392 , -0.73323 , -0.45858 ,\n",
              "        -0.30716 , -0.73481 ]),\n",
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              "        -0.35689  , -0.42073  , -0.12338  , -0.58818  ,  0.3166   ,\n",
              "        -0.3084   ,  0.4558   , -0.83117  ,  0.0231   ,  0.88091  ,\n",
              "         0.71288  ,  1.1223   ,  0.13017  ,  0.017489 , -0.82336  ,\n",
              "        -0.65853  ,  0.63098  ,  0.34655  ,  0.25429  ,  0.9928   ,\n",
              "        -2.2232   , -1.1191   ,  0.26796  ,  0.71472  , -0.76952  ,\n",
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              "        -0.8      , -0.17019  ,  0.35416  ,  0.29577  , -0.51743  ,\n",
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              "         0.26552  , -0.23728  ,  0.44057  ,  0.0064518,  1.2454   ]),\n",
              " 'service': array([ 0.13409 ,  0.68926 ,  0.45086 ,  0.052204, -0.30604 , -0.5801  ,\n",
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              "         0.27184 , -0.1356  , -0.19343 , -0.40629 , -1.5941  ,  0.33679 ,\n",
              "        -0.035998, -0.10354 ,  1.0248  , -0.036901, -0.58559 ,  0.51458 ,\n",
              "        -0.1289  , -1.6363  ,  0.042835, -0.71684 ,  0.23651 ,  0.34811 ,\n",
              "         3.5559  ,  0.38361 ,  0.087215, -0.49308 , -0.24096 ,  0.24726 ,\n",
              "         0.59281 , -0.37768 , -0.23602 ,  0.2935  ,  0.93289 , -0.24058 ,\n",
              "         0.24401 ,  0.23104 , -0.62022 , -0.16006 , -0.40435 ,  0.29695 ,\n",
              "        -0.006097,  0.94897 ]),\n",
              " 'children': array([ 5.3888e-01,  5.0514e-01, -4.5316e-02, -1.3606e+00,  6.7850e-01,\n",
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              "        -3.7624e-02, -2.0835e-01,  5.4524e-01, -6.4056e-01,  1.2267e+00,\n",
              "        -2.6497e-01, -4.5656e-01,  2.7901e-01,  3.8550e-01,  1.4437e-01,\n",
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              "         3.1015e+00,  1.0881e+00, -1.7687e-01, -8.1104e-01,  2.8289e-01,\n",
              "         6.5915e-01,  3.8012e-01, -2.7123e-01,  6.2490e-01, -5.4019e-02,\n",
              "        -6.4090e-01,  1.0671e-01,  7.9348e-01,  1.0989e-01,  6.6735e-01,\n",
              "        -6.5263e-02, -6.3952e-01, -1.2490e+00, -3.4498e-02,  1.8429e-01]),\n",
              " 'bush': array([-0.018496,  0.43918 ,  0.64758 , -0.51309 ,  0.28524 ,  0.1538  ,\n",
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              "        -0.26164 ,  0.29377 , -1.2238  , -0.89309 , -0.6539  ,  0.56785 ,\n",
              "        -0.41277 , -0.32936 ,  0.22573 ,  0.34811 , -0.79977 ,  0.67277 ,\n",
              "        -0.36498 ,  0.70766 ]),\n",
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              "        -0.66921 , -0.43072 ,  0.78598 ,  0.67878 ,  0.54741 ,  0.23433 ,\n",
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              "         3.0153  ,  0.8077  ,  0.097056, -1.065   , -0.49647 ,  0.051322,\n",
              "         0.38649 , -0.25782 , -0.76952 , -0.70461 , -0.15052 ,  0.36085 ,\n",
              "        -0.97656 , -0.58116 ,  0.081565, -0.41565 , -0.16104 , -0.23396 ,\n",
              "        -0.28784 ,  0.98359 ]),\n",
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              "        -0.72151 , -0.64991 ,  0.36402 ,  0.012256, -0.46271 ,  0.19625 ,\n",
              "        -0.31478 ,  0.5245  , -0.56099 ,  0.68332 ,  0.4585  ,  0.65419 ,\n",
              "        -0.18224 , -0.4645  , -0.41657 , -0.61701 , -0.52379 , -0.34511 ,\n",
              "         2.9272  ,  0.66171 , -0.35678 ,  0.74526 , -0.35781 , -0.063607,\n",
              "         0.79616 , -1.298   ,  1.1285  , -0.29331 ,  1.5747  ,  0.16061 ,\n",
              "         0.67424 , -0.95333 ,  0.63884 ,  0.4949  ,  0.60275 ,  0.068522,\n",
              "         0.67729 ,  0.71499 ]),\n",
              " 'help': array([ 8.8189e-01, -7.3360e-02,  7.1710e-01, -3.9262e-01,  2.4097e-01,\n",
              "        -1.3752e-01, -6.1264e-01,  3.2193e-01,  4.6210e-01,  1.0509e-01,\n",
              "         1.1496e-01,  6.7571e-01,  3.0444e-03, -1.3679e-01,  5.2875e-02,\n",
              "         4.7073e-01,  5.8707e-01, -3.0466e-01,  7.1892e-01, -3.7503e-01,\n",
              "         1.6950e-01,  2.9757e-01, -2.2053e-01, -2.7809e-01,  2.9786e-01,\n",
              "        -1.7792e+00,  1.4847e-01, -1.1411e+00,  3.8335e-01, -6.5889e-01,\n",
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              "         2.5558e-01, -7.2523e-02,  1.7740e-01, -1.5583e-01,  1.1012e-01]),\n",
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              "         2.1232e-02, -1.0171e+00,  7.4007e-01,  1.9035e-01,  1.0739e+00]),\n",
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              "         0.66037  , -0.57499  ,  0.34846  ,  0.30683  , -0.50786  ]),\n",
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              "         0.01566  , -0.37673  ,  0.065233 ,  1.0646   , -1.0214   ,\n",
              "         0.30089  ,  0.33471  ,  0.23508  ,  0.40676  ,  0.11479  ]),\n",
              " 'john': array([-6.1106e-02,  9.2698e-01, -2.4740e-02, -8.2404e-01,  3.5838e-01,\n",
              "         5.1235e-01, -1.7368e+00, -7.7074e-02, -5.2803e-01, -9.1106e-01,\n",
              "        -8.9816e-01,  1.3488e+00, -5.2135e-01, -6.8333e-01, -6.1652e-05,\n",
              "        -2.2163e-01,  3.4219e-02, -8.0921e-01, -1.0316e+00, -3.3231e-01,\n",
              "        -2.6263e-01,  2.1177e-01, -1.6616e-01, -6.3857e-01,  5.6367e-02,\n",
              "        -1.8269e+00, -1.9825e-01, -9.0269e-01, -7.0902e-01,  5.5313e-01,\n",
              "         1.7004e+00, -7.5809e-01,  5.5337e-03, -6.1740e-01,  5.4148e-01,\n",
              "        -4.1653e-01,  2.9324e-01, -2.4988e-01,  2.9099e-01, -4.1196e-01,\n",
              "         5.5186e-01,  1.1609e+00, -1.0677e+00, -2.3122e-01,  2.8835e-01,\n",
              "         7.2285e-01, -5.9046e-01, -9.2790e-01, -8.2795e-01,  1.0663e+00]),\n",
              " 'support': array([ 0.36274 , -0.033799,  0.73714 , -0.41275 ,  0.17885 ,  0.28384 ,\n",
              "        -0.24078 , -0.26094 , -0.059845, -0.04074 ,  0.076052, -0.10649 ,\n",
              "         0.2413  , -0.27102 , -1.0219  , -0.14183 ,  0.15021 , -0.31005 ,\n",
              "         0.7186  , -0.42428 , -0.049672,  0.1063  , -0.25183 , -0.61771 ,\n",
              "        -0.10167 , -1.73    ,  0.38166 , -0.72861 , -0.46378 ,  0.56633 ,\n",
              "         3.7755  ,  0.7574  , -0.99729 , -0.73075 , -0.32682 , -0.23346 ,\n",
              "        -0.12167 , -0.1636  , -0.7929  , -0.63738 ,  0.20036 , -0.033997,\n",
              "        -0.3645  , -0.38151 , -0.12014 ,  0.019369, -0.89391 ,  0.51591 ,\n",
              "        -0.2976  ,  0.067125]),\n",
              " 'series': array([ 0.28701  ,  0.54684  , -0.32982  ,  1.1071   , -0.63715  ,\n",
              "         0.76379  , -0.87335  , -0.60057  , -0.28778  ,  0.050657 ,\n",
              "        -0.79246  ,  0.46241  , -1.7375   ,  0.78102  ,  1.0199   ,\n",
              "        -0.96513  , -0.079294 ,  0.0091858, -1.5801   , -0.025189 ,\n",
              "         0.48704  , -0.1385   ,  0.59905  ,  0.39975  , -0.0062023,\n",
              "        -0.50743  , -0.91489  , -0.53085  ,  0.05442  , -0.33023  ,\n",
              "         3.2183   ,  0.14428  ,  0.29285  , -0.30581  ,  0.24283  ,\n",
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              "        -0.501    , -0.23401  , -0.68351  , -0.43994  , -0.28586  ,\n",
              "         0.68027  ,  0.41442  ,  0.088428 , -0.21883  ,  0.13339  ]),\n",
              " 'play': array([-0.73571 ,  0.19937 , -0.89408 ,  0.36406 , -0.20246 , -0.034324,\n",
              "        -0.63138 ,  0.76669 , -0.94343 ,  0.65883 ,  0.049478,  0.55608 ,\n",
              "        -1.2809  ,  0.44575 ,  0.73791 ,  0.014728,  0.80956 , -0.35516 ,\n",
              "        -1.0248  , -0.13845 , -0.47632 ,  0.32001 ,  0.35023 ,  0.77794 ,\n",
              "         0.60233 , -1.2321  ,  0.043144, -0.41347 ,  0.34533 , -1.3093  ,\n",
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              "        -0.25442 , -0.063405, -0.20665 ,  0.91281 ,  0.80133 , -0.075279,\n",
              "        -0.44448 ,  0.47437 ]),\n",
              " 'office': array([ 2.5481e-01,  5.4909e-02,  3.2375e-01,  2.1429e-01,  4.8137e-01,\n",
              "        -7.5424e-01, -7.8087e-01, -2.9439e-01,  2.4477e-02, -1.2903e+00,\n",
              "        -6.9475e-01, -3.3993e-01, -3.6870e-01, -1.1398e-03,  5.1126e-01,\n",
              "         2.7465e-01, -8.6396e-01,  7.0632e-02,  6.2489e-01, -4.3111e-02,\n",
              "         1.0666e+00,  2.4161e-01, -5.3600e-01, -3.1515e-01, -7.4103e-01,\n",
              "        -2.1040e+00,  2.4429e-02,  4.3665e-01, -6.8109e-01,  1.9043e-01,\n",
              "         2.8783e+00, -2.5616e-01, -5.6676e-01, -1.1168e+00, -2.9901e-01,\n",
              "         2.9706e-01,  4.0172e-01,  2.1947e-01,  6.4514e-01, -1.8449e-01,\n",
              "        -2.8797e-01,  5.9847e-01, -2.7569e-01, -4.9195e-03, -7.3560e-01,\n",
              "        -1.5342e-01, -9.9148e-01, -4.5975e-02,  7.2543e-01,  4.1688e-01]),\n",
              " 'following': array([ 0.39504  ,  0.17819  , -0.58475  ,  0.053913 , -0.3867   ,\n",
              "         0.27252  , -0.57967  ,  0.41618  , -0.40824  , -0.38266  ,\n",
              "         0.19381  , -0.2418   , -0.86562  , -0.41553  ,  0.67027  ,\n",
              "        -0.10716  , -0.77751  , -0.92425  , -0.88645  ,  0.37344  ,\n",
              "         0.47515  , -0.38801  ,  0.27171  , -0.22085  , -0.34034  ,\n",
              "        -1.2374   , -0.0046157, -0.27729  , -0.26562  ,  0.91297  ,\n",
              "         3.611    , -0.16625  , -0.20335  , -0.59424  ,  0.27874  ,\n",
              "         0.1012   ,  0.52864  , -0.25221  , -0.5081   , -0.14184  ,\n",
              "        -0.43874  , -0.25075  , -0.61961  , -0.3705   , -0.26175  ,\n",
              "         0.11614  ,  0.0738   ,  0.2144   ,  0.23219  , -0.60179  ]),\n",
              " 'me': array([-0.14525 ,  0.31265 ,  0.15184 , -0.63708 ,  0.63553 , -0.50295 ,\n",
              "        -0.23214 ,  0.52892 , -0.58629 ,  0.53935 , -0.3055  ,  1.0357  ,\n",
              "        -0.77989 , -0.19387 ,  1.2215  ,  0.24521 ,  0.26144 ,  0.22439 ,\n",
              "         0.15584 , -0.79146 , -0.65262 ,  1.3211  ,  0.76618 ,  0.38234 ,\n",
              "         1.4453  , -2.2643  , -1.1505  ,  0.50373 ,  1.2651  , -1.5903  ,\n",
              "         3.0518  ,  0.84118 , -0.69543 ,  0.29985 , -0.49151 , -0.22312 ,\n",
              "         0.59528 , -0.076347,  0.52358 , -0.50134 ,  0.22483 ,  0.01546 ,\n",
              "        -0.088005,  0.21282 ,  0.28545 , -0.15976 , -0.16777 , -0.50895 ,\n",
              "         0.14322 ,  1.0118  ]),\n",
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              "        -0.45431 ,  0.352   , -0.62553 , -0.99612 , -0.45212 , -0.45954 ,\n",
              "        -0.51827 ,  0.74167 ,  0.60872 ,  0.48564 , -0.14251 , -0.64726 ,\n",
              "         0.34616 , -0.086025,  0.94095 ,  0.13241 ,  0.32838 , -0.17121 ,\n",
              "        -0.10886 , -1.3884  ,  0.74426 ,  0.13702 , -1.5369  ,  0.53784 ,\n",
              "         3.194   ,  0.59787 , -1.3589  , -0.3408  , -0.088411, -0.89385 ,\n",
              "         0.16606 ,  0.40891 , -0.3269  ,  0.2077  , -0.91964 ,  0.04151 ,\n",
              "        -0.49479 , -0.72036 ,  0.62053 ,  0.60304 , -0.32795 ,  1.1465  ,\n",
              "        -0.084023,  0.072289]),\n",
              " 'expected': array([ 0.75231 ,  0.016437,  0.90861 ,  0.15883 ,  0.154   , -0.58219 ,\n",
              "        -0.66016 ,  0.068855, -0.10327 , -0.1327  ,  0.13106 , -0.57297 ,\n",
              "        -0.026791, -0.13023 ,  0.94727 ,  1.0802  , -0.16297 , -0.77721 ,\n",
              "        -0.38655 , -0.83849 ,  0.45062 , -0.40128 ,  0.11282 , -0.8071  ,\n",
              "        -0.03594 , -1.1959  ,  0.39782 , -0.11803 , -0.56312 ,  0.6788  ,\n",
              "         3.6006  ,  0.94536 , -0.34436 , -0.026178,  0.30608 , -1.0147  ,\n",
              "         0.17467 ,  0.24028 ,  0.048675, -0.48288 , -0.95961 ,  0.41725 ,\n",
              "         0.036905, -0.59706 , -0.13813 ,  0.083673, -0.17355 ,  0.76521 ,\n",
              "        -0.28484 ,  0.31663 ]),\n",
              " 'late': array([ 0.21994 , -0.014414, -0.24502 , -0.31895 , -0.32942 , -0.48162 ,\n",
              "        -1.5818  ,  0.27079 , -1.3613  ,  0.05855 , -0.10478 , -0.44319 ,\n",
              "        -0.40213 ,  0.05586 ,  0.81842 ,  0.30685 , -1.0009  , -0.8302  ,\n",
              "        -1.2259  ,  0.54736 ,  0.60423 ,  0.33345 ,  0.02349 , -0.58298 ,\n",
              "         0.068311, -1.4961  ,  0.12819 , -0.18686 , -0.17151 ,  0.90003 ,\n",
              "         3.1905  , -0.59917 , -0.097557, -0.021908,  0.54973 , -0.14088 ,\n",
              "         0.18978 ,  0.34743 , -0.061865, -0.067381, -0.5258  ,  0.55705 ,\n",
              "        -0.5649  , -0.42131 ,  0.24299 ,  0.1408  , -0.074287, -0.41503 ,\n",
              "        -0.17553 , -0.62826 ]),\n",
              " 'washington': array([-5.1020e-01,  1.0375e+00,  1.0136e-01,  9.7878e-04, -6.7061e-02,\n",
              "        -4.9600e-01, -1.2587e+00,  6.1059e-02, -9.0142e-02, -6.8128e-01,\n",
              "        -1.2128e+00, -1.3272e-01, -3.7778e-01,  9.1412e-02, -6.5661e-02,\n",
              "         2.2950e-01, -1.0412e-01, -7.0233e-01,  9.3941e-02,  4.7418e-01,\n",
              "         6.6055e-01,  3.4302e-01,  3.3139e-03, -2.6057e-01, -2.9605e-01,\n",
              "        -2.5996e+00,  5.2698e-01,  2.2915e-01,  2.5215e-01, -4.9094e-01,\n",
              "         2.3924e+00, -4.2369e-03, -2.6823e-01, -1.2988e+00, -3.3630e-01,\n",
              "        -6.6419e-01, -5.5199e-01, -2.1881e-03, -1.6903e-02,  1.1451e-01,\n",
              "        -4.0708e-01,  3.3462e-01,  5.6522e-01, -5.6362e-01,  1.7956e-01,\n",
              "         1.0133e+00, -5.1840e-01,  7.2511e-01, -7.7215e-01,  6.9085e-01]),\n",
              " 'games': array([-0.88495  ,  0.77465  ,  0.069162 ,  1.6451   , -0.27344  ,\n",
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              "         0.026774 , -0.19447  , -1.4064   ,  0.11926  ,  1.3843   ,\n",
              "        -0.79712  , -0.13887  ,  0.43211  , -1.982    ,  0.067078 ,\n",
              "        -0.61959  , -0.27975  ,  0.49575  ,  0.13888  ,  0.043884 ,\n",
              "        -0.7128   ,  0.22836  , -0.54725  ,  0.41564  , -1.2287   ,\n",
              "         3.28     ,  1.5931   ,  0.10515  , -0.41959  ,  0.10851  ,\n",
              "         0.68996  ,  0.91147  ,  0.78022  , -0.94922  , -0.29333  ,\n",
              "        -0.47833  , -0.7881   , -0.12952  ,  0.64509  , -0.41502  ,\n",
              "         0.98958  , -0.096111 ,  0.14893  , -0.0078291, -0.031893 ]),\n",
              " 'european': array([-0.0080185,  0.41827  , -0.68371  ,  0.01923  , -0.33277  ,\n",
              "         0.16856  , -0.65487  , -0.47132  , -0.33454  , -0.48188  ,\n",
              "         1.2215   ,  0.043931 , -0.60405  ,  0.96154  ,  0.615    ,\n",
              "         0.33789  ,  0.89919  , -0.61214  , -0.56839  , -0.71452  ,\n",
              "         0.39191  , -0.58471  , -0.6241   ,  0.35325  , -0.33529  ,\n",
              "        -1.3378   , -0.032167 , -0.25649  , -1.2263   ,  0.97411  ,\n",
              "         3.4508   ,  0.67662  , -0.27501  ,  0.01842  , -0.7447   ,\n",
              "        -0.76181  , -0.32961  ,  0.53117  , -0.85266  , -0.67651  ,\n",
              "         0.10604  , -0.40192  ,  1.6095   , -0.51078  ,  0.26835  ,\n",
              "         0.78402  , -0.33166  ,  1.06     , -0.045851 , -0.90621  ]),\n",
              " 'league': array([-1.5476  ,  0.94136 , -0.90253 ,  0.72981 , -0.062093, -0.27528 ,\n",
              "        -1.3077  ,  0.72137 , -0.94518 , -0.24795 ,  0.46654 ,  0.16236 ,\n",
              "        -1.364   ,  0.13442 ,  0.40396 , -0.68682 ,  0.83653 , -0.026454,\n",
              "        -1.4056  ,  0.77313 , -1.1335  , -0.73471 ,  0.2967  ,  0.65363 ,\n",
              "        -1.4619  , -1.3701  ,  0.62445 , -0.3406  , -0.36008 , -0.2727  ,\n",
              "         2.9834  ,  1.3123  , -0.11066 , -0.15333 ,  0.42719 ,  0.4432  ,\n",
              "         0.43783 ,  0.27205 , -0.36339 , -0.73562 , -0.40777 , -0.74466 ,\n",
              "        -0.71116 ,  0.30955 , -0.82986 ,  0.87265 , -0.80513 ,  0.99067 ,\n",
              "         0.24745 , -0.46056 ]),\n",
              " 'reported': array([ 0.59565 , -0.2463  ,  0.74569 ,  0.57129 , -0.33117 , -0.14444 ,\n",
              "        -1.129   ,  0.10809 ,  0.56581 , -0.66281 ,  0.43592 , -1.1047  ,\n",
              "        -0.14421 , -0.61319 ,  0.8683  , -0.18744 , -1.4914  , -0.23158 ,\n",
              "        -0.82152 ,  0.58674 ,  0.32855 ,  0.58226 ,  0.93081 , -0.056042,\n",
              "        -0.13685 , -1.4768  , -0.60387 ,  0.3935  , -0.47556 ,  0.66623 ,\n",
              "         3.2029  , -0.45838 ,  1.0729  , -0.24952 , -0.55708 , -0.60695 ,\n",
              "         0.15132 , -0.70748 ,  0.63341 ,  0.66746 ,  0.17148 ,  0.36854 ,\n",
              "         0.452   , -0.44372 ,  0.47692 , -0.48214 , -1.1439  ,  1.4178  ,\n",
              "         0.42049 , -0.028103]),\n",
              " 'final': array([-4.1236e-01,  6.4930e-01, -5.5848e-01,  8.6319e-01, -8.8457e-04,\n",
              "         7.2533e-02, -7.7646e-02,  1.1550e+00, -2.8082e-01, -3.3590e-01,\n",
              "        -4.1617e-01, -6.1781e-01, -1.4866e+00,  9.8734e-02,  1.1298e+00,\n",
              "        -4.1111e-01,  1.1282e-01, -1.1371e+00, -1.5276e+00, -3.4007e-01,\n",
              "         8.3625e-03, -2.5204e-01,  3.0779e-01, -1.6048e-01,  2.3843e-01,\n",
              "        -1.1412e+00, -1.2929e-02, -2.0523e-01, -3.8340e-01, -4.9864e-01,\n",
              "         3.3610e+00,  4.3769e-01, -7.4055e-01,  2.4088e-01,  3.5205e-01,\n",
              "        -2.3431e-02,  1.2037e+00,  7.6088e-01, -5.5215e-01, -1.2606e+00,\n",
              "         1.1169e-01, -8.1801e-01, -2.5767e-01, -3.7945e-01, -6.3069e-01,\n",
              "         6.8894e-01,  8.1307e-01,  2.6206e-01,  1.0448e-01, -4.4302e-01]),\n",
              " 'added': array([-0.17103 ,  0.21703 ,  0.31748 ,  0.47915 ,  1.1086  , -0.06995 ,\n",
              "        -0.57346 , -0.47357 , -0.48532 , -0.052025,  0.28045 ,  0.1789  ,\n",
              "        -0.63417 , -0.49482 ,  0.45974 ,  0.25677 ,  0.071527, -0.80675 ,\n",
              "        -0.18371 , -0.70061 , -0.010642,  0.3412  ,  0.19267 , -0.9593  ,\n",
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              "         3.2059  ,  0.21156 ,  0.20647 , -0.049772,  0.31719 , -0.39662 ,\n",
              "         0.37759 ,  0.45206 ,  0.31934 ,  0.42096 ,  0.11205 ,  0.39742 ,\n",
              "         0.21851 , -0.46591 ,  0.20679 ,  0.016375, -0.36296 ,  0.64138 ,\n",
              "         0.36659 ,  0.41078 ]),\n",
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              "         3.4773e-01, -3.0783e-01,  4.0452e-01,  1.1753e-01,  2.3837e-01,\n",
              "         1.7832e-01,  3.3098e-01, -5.0120e-01,  1.5954e-02,  6.8571e-01,\n",
              "         2.7638e-01, -5.0638e-03, -5.9362e-01,  8.9435e-02, -6.5281e-01,\n",
              "         3.9652e-02,  4.1947e-01,  2.6661e-01, -2.0939e-01,  1.3286e-01,\n",
              "        -1.7116e+00,  2.4640e-01,  1.8052e-01,  1.0859e+00, -2.9591e-01,\n",
              "         3.6339e+00,  4.9238e-01, -5.7634e-01, -6.2998e-01, -1.7535e-03,\n",
              "         3.6101e-01,  5.0483e-01,  2.5662e-01, -1.2368e-01, -5.9845e-02,\n",
              "         1.2656e-01,  3.6029e-02,  2.1609e-01,  6.8576e-01, -3.8499e-01,\n",
              "        -1.4619e-01, -2.5034e-01,  3.0878e-01,  7.0218e-02, -2.1913e-01]),\n",
              " 'british': array([-2.5236e-01, -2.6505e-02, -5.2338e-01, -4.7625e-01, -1.0816e-02,\n",
              "         4.9499e-01, -1.1493e+00,  2.2215e-01,  1.0172e-01, -1.1891e+00,\n",
              "         4.5989e-01,  3.4839e-01, -1.5586e-01,  2.6532e-01, -6.8722e-04,\n",
              "         1.1876e-01,  3.5669e-01, -3.0788e-02, -1.4578e+00, -1.2485e-01,\n",
              "         1.1846e+00,  8.2477e-01, -3.9040e-01,  2.5972e-01, -2.6186e-01,\n",
              "        -1.9816e+00, -8.0837e-01, -9.0312e-01, -5.3035e-01,  1.4572e+00,\n",
              "         2.7247e+00, -6.2139e-01, -4.6100e-02,  1.7324e-01,  3.6173e-01,\n",
              "        -1.8184e-01, -8.1845e-02, -5.9896e-01, -1.0192e+00, -7.5088e-01,\n",
              "         7.4903e-01,  1.0980e-01,  1.0343e+00, -6.7316e-01,  4.4687e-01,\n",
              "         9.9880e-02, -9.8741e-01,  5.8021e-02, -1.3698e-01, -3.9061e-01]),\n",
              " 'white': array([-0.68652 ,  0.80125 , -0.6124  , -0.1512  ,  0.997   ,  0.81749 ,\n",
              "        -1.2089  , -1.0221  , -0.94054 , -1.2689  , -0.68195 , -0.12212 ,\n",
              "         0.6122  ,  0.045025, -0.10808 ,  0.12482 , -0.17278 , -0.45383 ,\n",
              "        -0.37728 , -1.4081  , -0.42975 ,  0.31746 ,  0.61391 , -0.76399 ,\n",
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              "         2.6151  , -0.37237 , -0.80641 , -0.56119 ,  0.028241, -0.20089 ,\n",
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              "         0.093111,  0.38711 , -0.73409 ,  1.321   ,  0.51591 ,  0.57306 ,\n",
              "        -0.84621 , -0.20147 ,  1.2488  , -0.75759 , -2.0059  ,  0.47591 ,\n",
              "         0.18317 ,  0.4338  ]),\n",
              " 'film': array([ 0.06912 ,  0.22159 , -0.66613 , -0.14061 ,  0.063365,  0.41747 ,\n",
              "        -0.21723 , -1.0401  ,  0.026069,  1.3382  , -0.083642,  0.66324 ,\n",
              "        -0.45989 ,  0.95883 ,  1.3185  , -0.62523 ,  0.56153 ,  0.65288 ,\n",
              "        -1.2364  ,  0.29692 ,  1.238   ,  0.80621 ,  0.40967 ,  0.39945 ,\n",
              "         0.57983 , -1.3658  , -1.6764  ,  0.069718, -0.59634 , -0.63117 ,\n",
              "         2.5894  , -0.56915 ,  0.46879 , -0.9249  , -0.44629 ,  0.42283 ,\n",
              "         0.17637 , -0.014459, -0.75358 , -0.9785  ,  0.023075,  1.2227  ,\n",
              "        -0.17517 , -1.5743  , -0.9535  , -0.10959 ,  0.24517 , -0.93551 ,\n",
              "        -0.20943 ,  0.67333 ]),\n",
              " 'win': array([-0.9956   ,  0.60838  ,  0.22002  ,  1.0908   ,  0.13992  ,\n",
              "        -0.057694 , -0.44944  ,  1.5642   , -0.75155  ,  0.41191  ,\n",
              "        -0.48982  , -0.7508   , -1.1309   , -0.35802  ,  0.39123  ,\n",
              "        -0.43922  ,  1.2247   , -0.79044  , -1.4669   , -0.31246  ,\n",
              "        -1.0426   , -0.19364  ,  0.041547 , -0.27342  ,  0.22483  ,\n",
              "        -1.8467   , -0.0056521, -0.7655   , -0.20018  , -0.5912   ,\n",
              "         2.7889   ,  1.893    , -0.86044  ,  0.35559  ,  0.17381  ,\n",
              "        -0.52937  ,  0.33235  ,  1.2614   , -0.18429  , -1.9211   ,\n",
              "         0.060399 , -0.64797  , -0.30321  , -0.064208 , -0.14185  ,\n",
              "         0.92758  , -0.50336  ,  0.0054718,  0.4849   , -0.28161  ]),\n",
              " 'led': array([-0.23109  , -0.36942  ,  0.34672  ,  0.32944  , -0.015534 ,\n",
              "         0.23284  , -0.71186  ,  0.21878  , -0.70357  , -0.094126 ,\n",
              "         0.0042445, -0.29611  , -1.2441   ,  0.0071341, -0.35229  ,\n",
              "        -0.57975  ,  0.030221 , -0.85082  , -0.87152  , -0.070827 ,\n",
              "        -0.21201  , -0.087516 , -0.17794  , -0.94777  , -0.57044  ,\n",
              "        -1.4992   ,  0.042006 , -1.0544   , -0.42695  ,  0.64141  ,\n",
              "         2.9101   ,  0.1632   , -0.30053  , -0.45197  ,  0.12394  ,\n",
              "        -0.14571  , -0.27289  , -0.079017 ,  0.020513 ,  0.3282   ,\n",
              "        -0.78423  ,  0.29553  , -0.44485  , -0.39406  ,  0.4314   ,\n",
              "         0.36886  , -0.59713  ,  0.061769 , -0.20524  , -0.52598  ]),\n",
              " 'east': array([ 0.2081  ,  0.81902 , -0.11074 ,  0.037283, -0.010341, -0.69268 ,\n",
              "        -0.59344 ,  0.26199 ,  0.10483 , -1.1438  , -0.64328 , -0.80652 ,\n",
              "        -0.21756 , -0.61047 , -1.0035  ,  0.482   ,  1.0123  ,  0.26508 ,\n",
              "        -0.82392 ,  0.9655  ,  0.30704 , -0.084984, -0.2956  ,  0.78097 ,\n",
              "         0.028046, -1.6362  ,  0.44602 ,  0.32454 , -0.18218 , -0.13896 ,\n",
              "         3.2672  , -0.2704  ,  0.34194 , -0.41417 ,  0.25827 , -0.55331 ,\n",
              "        -0.61529 , -0.38875 , -0.46946 ,  0.52265 , -0.71556 , -0.088732,\n",
              "         0.49208 , -0.99736 , -0.65315 ,  1.0777  , -0.13535 , -0.45836 ,\n",
              "        -0.3076  , -0.59898 ]),\n",
              " 'central': array([ 2.9936e-01,  2.3124e-01, -1.2724e-01,  1.5027e-01,  1.0903e-01,\n",
              "        -1.0445e+00,  1.3628e-02, -7.7453e-02, -5.2722e-02, -8.3703e-01,\n",
              "        -3.6075e-02, -1.0097e+00,  3.5893e-01, -3.8252e-01, -6.6682e-01,\n",
              "         4.7086e-01,  7.3849e-02,  3.3027e-01, -1.1783e-01,  7.2718e-01,\n",
              "         3.0157e-01, -9.3069e-01, -4.4886e-01,  4.0267e-01, -5.2485e-01,\n",
              "        -1.7513e+00,  2.5375e-01,  7.6688e-01, -9.7758e-01, -1.8232e-01,\n",
              "         3.8494e+00, -2.1622e-01,  5.1737e-01, -7.1299e-01, -3.5381e-01,\n",
              "         2.2782e-02, -3.9090e-01, -2.2252e-01,  1.9625e-01,  2.0713e-01,\n",
              "        -6.9519e-01,  4.3195e-01,  1.6404e-02, -9.8844e-01, -3.2696e-01,\n",
              "         6.8874e-01, -1.1561e-01,  2.4190e-03,  5.0503e-01, -6.5381e-01]),\n",
              " '20': array([-0.049155,  0.51311 ,  1.0546  , -0.20224 ,  0.36028 ,  0.27015 ,\n",
              "        -0.69421 , -0.41665 , -0.43761 , -0.28221 , -0.14914 , -0.88401 ,\n",
              "        -0.046138, -0.38745 ,  0.92083 , -0.48169 , -0.41343 ,  0.018051,\n",
              "        -1.5402  ,  0.14742 ,  0.61248 ,  0.017477,  1.0157  , -0.18568 ,\n",
              "        -0.65914 , -0.80182 ,  0.62727 , -0.62073 ,  0.17682 ,  0.014466,\n",
              "         3.5222  ,  0.21235 , -0.22488 ,  0.31636 ,  0.74583 , -0.28704 ,\n",
              "         0.39379 ,  0.17966 ,  0.53795 ,  0.20118 , -0.37802 , -0.014875,\n",
              "         0.94394 , -0.41706 , -0.54874 ,  0.15516 , -0.27633 , -0.5072  ,\n",
              "         0.023225, -0.055582]),\n",
              " 'air': array([ 0.62431 , -0.23979 ,  0.21777 , -0.21323 , -0.45305 , -1.0299  ,\n",
              "        -0.19855 ,  0.13059 ,  0.92624 , -0.83971 ,  0.8806  ,  0.066207,\n",
              "         0.16236 ,  0.96066 , -0.93798 ,  0.31745 , -0.63045 ,  0.69121 ,\n",
              "        -1.906   , -0.87243 ,  0.47022 ,  0.36317 ,  0.16189 , -0.63524 ,\n",
              "        -0.58182 , -1.8385  , -0.12382 ,  0.83272 ,  0.98049 ,  0.7881  ,\n",
              "         3.0484  ,  0.54869 , -0.52357 , -0.31664 ,  0.21104 ,  0.038831,\n",
              "         0.40715 , -0.27261 , -0.28817 ,  0.7642  ,  0.42462 ,  0.75423 ,\n",
              "         0.61254 , -0.71756 , -0.23384 ,  0.36531 , -0.24062 , -0.1812  ,\n",
              "        -0.89576 ,  0.77999 ]),\n",
              " 'come': array([ 5.2670e-01,  1.1441e-01,  1.4093e-01, -4.0644e-01,  3.4111e-01,\n",
              "        -4.0799e-01, -6.7183e-01,  2.3969e-01, -3.3040e-01,  1.2019e-01,\n",
              "        -3.5656e-01,  3.4382e-01, -3.1989e-01, -8.6997e-04,  9.3045e-01,\n",
              "         6.3065e-01,  5.3203e-01, -1.8394e-01,  9.6085e-03, -7.7365e-01,\n",
              "        -7.4457e-02,  1.9161e-01,  3.2322e-01,  8.5198e-02,  5.0963e-01,\n",
              "        -1.6627e+00, -7.5802e-01, -3.2790e-02,  4.9123e-01, -6.5138e-01,\n",
              "         3.3806e+00,  9.2922e-01, -5.9465e-01, -1.2685e-01,  8.3381e-03,\n",
              "        -1.5791e-01, -1.0011e-01, -8.5623e-02, -8.6155e-02, -3.7089e-01,\n",
              "        -5.6575e-01,  1.6299e-01,  8.6445e-02,  2.1332e-01,  3.2212e-01,\n",
              "         3.7084e-01, -5.9583e-04,  5.2873e-02, -2.9830e-01,  2.0482e-02]),\n",
              " 'chinese': array([-5.1742e-01,  4.0543e-01, -3.5109e-01,  7.8151e-01,  3.3735e-01,\n",
              "        -7.9946e-01, -9.4045e-02, -1.9927e-01, -2.5549e-01, -4.3867e-02,\n",
              "         6.4488e-01,  5.1654e-02,  1.1569e+00,  4.9355e-01,  1.7844e-01,\n",
              "        -3.8467e-01, -7.4389e-01,  6.0780e-01,  1.0810e-01, -9.7775e-02,\n",
              "         8.6820e-01, -2.2863e-01,  1.7747e-03, -5.0405e-01,  1.1444e+00,\n",
              "        -2.2063e+00, -4.8134e-01, -9.3773e-01, -9.4641e-01, -3.2139e-01,\n",
              "         3.6555e+00,  3.6522e-01,  2.1378e-02,  2.9677e-01, -3.2398e-01,\n",
              "         4.5491e-02, -6.3062e-01,  4.1415e-01, -1.2073e+00,  3.4021e-01,\n",
              "        -7.6680e-01, -2.8595e-01,  1.3208e+00, -1.6975e-01,  1.7651e+00,\n",
              "        -4.6696e-01, -7.1656e-01,  2.9103e-01,  4.9508e-01, -1.1306e+00]),\n",
              " 'town': array([ 0.70336  ,  0.30795  , -0.63547  , -0.41419  ,  0.23853  ,\n",
              "        -0.43643  , -1.1645   ,  0.47236  , -0.51754  , -0.79783  ,\n",
              "        -0.61695  , -1.6864   ,  0.53039  , -1.6934   , -0.2141   ,\n",
              "         0.34471  ,  0.81328  ,  0.88944  , -0.83134  ,  0.75991  ,\n",
              "         0.30941  ,  0.51458  , -0.4762   ,  1.1938   , -0.26916  ,\n",
              "        -1.4365   , -0.3018   ,  0.87186  ,  0.43065  , -0.39923  ,\n",
              "         2.9028   , -0.25505  , -0.0069049, -0.20207  ,  0.97326  ,\n",
              "         0.31458  , -0.27545  , -0.27267  ,  0.35836  ,  0.55632  ,\n",
              "        -0.22308  ,  0.50716  , -0.16774  , -0.78545  , -0.70137  ,\n",
              "         0.097668 , -0.65205  , -0.79044  ,  0.48599  , -0.7806   ]),\n",
              " 'leader': array([-0.1567  ,  0.26117 ,  0.78881 ,  0.65207 ,  1.2002  ,  0.35401 ,\n",
              "        -0.34298 ,  0.31702 , -1.1502  , -0.16099 ,  0.15798 , -0.53502 ,\n",
              "        -1.3468  ,  0.51783 , -0.46441 , -0.19846 ,  0.27475 , -0.26154 ,\n",
              "         0.25531 ,  0.33388 , -1.0413  ,  0.52525 , -0.35443 , -0.19137 ,\n",
              "        -0.08964 , -2.3314  ,  0.12433 , -0.94405 , -1.0233  ,  1.3507  ,\n",
              "         2.5524  , -0.16897 , -1.729   ,  0.32548 , -0.30914 , -0.63057 ,\n",
              "        -0.22211 , -0.15589 , -0.43598 ,  0.0568  , -0.090885,  0.75028 ,\n",
              "        -1.3153  , -0.75359 ,  0.82899 ,  0.051397, -1.4805  , -0.11134 ,\n",
              "         0.2709  , -0.48713 ]),\n",
              " 'army': array([ 0.33636  , -1.1203   ,  0.46939  , -0.78033  ,  0.77621  ,\n",
              "        -0.91448  , -0.19427  ,  0.81801  , -0.58746  , -2.2578   ,\n",
              "         0.29905  , -0.4173   , -0.57216  , -0.61122  , -0.73741  ,\n",
              "        -0.59575  , -0.25917  ,  0.29902  , -0.63999  ,  0.43418  ,\n",
              "        -0.43643  ,  0.10211  , -0.12386  , -0.59017  , -0.88814  ,\n",
              "        -2.2534   , -0.6008   , -0.97386  ,  0.13735  ,  0.68911  ,\n",
              "         3.0397   , -0.52971  , -1.2159   , -0.2795   ,  0.45234  ,\n",
              "         1.3547   ,  0.0098659, -0.68507  , -0.63348  ,  0.5238   ,\n",
              "         0.13311  ,  0.18742  , -0.02868  , -1.0034   ,  0.55688  ,\n",
              "        -0.77819  , -0.45849  , -0.05003  , -0.88574  , -0.11867  ]),\n",
              " 'line': array([-0.22258 ,  0.089765,  0.45857 , -0.31071 , -0.16944 ,  0.47628 ,\n",
              "        -1.1117  , -0.61714 , -0.55523 , -0.47797 , -0.082412, -0.17987 ,\n",
              "        -0.83645 , -0.32676 , -1.0401  ,  0.45891 , -0.16089 , -0.038971,\n",
              "        -0.55912 , -0.16556 ,  0.67514 , -0.45279 , -0.52069 ,  0.58645 ,\n",
              "         0.20748 , -1.7793  ,  0.16833 ,  0.64971 ,  0.66056 , -0.92264 ,\n",
              "         3.3746  ,  0.49561 ,  0.088203,  0.25232 ,  0.38919 , -0.34814 ,\n",
              "         0.065761,  0.19821 , -0.49345 ,  0.43094 ,  0.57575 ,  0.098592,\n",
              "        -0.50967 , -0.12002 , -1.0424  , -0.048299,  0.57062 , -0.23081 ,\n",
              "         0.37729 , -0.41737 ]),\n",
              " 'never': array([ 0.095387 , -0.16865  , -0.11514  , -0.51114  ,  0.38331  ,\n",
              "         0.22658  , -0.78504  ,  0.67626  , -0.66857  ,  0.18847  ,\n",
              "         0.19963  ,  0.58351  , -0.86134  , -0.39472  ,  1.1571   ,\n",
              "         0.51657  ,  0.11706  ,  0.0062629, -0.2593   , -0.33371  ,\n",
              "        -0.47957  ,  0.6211   ,  0.66831  , -0.058046 ,  0.81305  ,\n",
              "        -2.341    , -0.75437  ,  0.2167   ,  0.78012  , -0.81362  ,\n",
              "         2.9368   ,  0.13466  , -0.38043  , -0.59615  , -0.093113 ,\n",
              "        -0.2843   ,  0.28314  ,  0.59791  , -0.20751  , -0.43841  ,\n",
              "        -0.34187  , -0.21166  , -0.082453 ,  0.44007  , -0.3365   ,\n",
              "        -0.091078 , -0.45859  , -0.42103  , -0.53817  ,  0.13738  ]),\n",
              " 'little': array([ 1.7639e-01,  2.7113e-01, -6.0745e-01, -7.0174e-01,  4.9138e-01,\n",
              "         1.4927e-02, -4.7621e-01,  2.5309e-01, -4.3157e-01,  2.3225e-01,\n",
              "        -5.3497e-01,  4.3512e-01,  1.6218e-01, -3.1949e-01,  2.9499e-01,\n",
              "         3.0629e-01,  4.1197e-01,  1.9115e-01, -3.1937e-01, -8.2531e-01,\n",
              "        -3.2693e-01,  3.8597e-01,  2.2799e-01, -6.3419e-02,  5.7518e-01,\n",
              "        -1.7480e+00, -1.0287e+00,  9.4946e-01,  1.0275e+00, -5.3104e-01,\n",
              "         3.3557e+00,  3.1390e-01,  2.9872e-01,  1.0097e-01,  1.3238e-01,\n",
              "        -7.9510e-02, -4.8739e-01, -3.2861e-02,  3.9732e-01, -1.0370e+00,\n",
              "        -2.9017e-01,  3.1681e-01, -1.7500e-01,  1.7037e-01,  2.0290e-01,\n",
              "         4.2103e-02,  2.3785e-01, -2.9110e-01,  5.2700e-05,  4.9025e-01]),\n",
              " 'played': array([-1.0723  ,  0.53651 , -1.0989  ,  0.099792, -0.30336 ,  0.35248 ,\n",
              "        -0.9089  ,  0.60279 , -1.2807  ,  0.10903 ,  0.30724 ,  0.48479 ,\n",
              "        -1.3016  ,  0.050411,  0.57312 , -0.39032 ,  0.48515 ,  0.38117 ,\n",
              "        -1.4408  ,  0.25317 , -0.64775 ,  0.69734 ,  0.74485 ,  0.72023 ,\n",
              "        -0.10168 , -1.0451  ,  0.1497  , -0.085311, -0.32822 , -0.81971 ,\n",
              "         2.7359  ,  0.57394 ,  0.65671 , -0.37771 ,  0.80289 ,  0.59998 ,\n",
              "         0.51306 ,  0.5735  , -0.29338 , -0.67547 , -0.33916 ,  0.2325  ,\n",
              "        -0.42794 , -0.5166  , -0.22695 ,  0.58054 , -0.15595 , -0.65123 ,\n",
              "        -0.4665  ,  0.37444 ]),\n",
              " 'prime': array([ 0.50795 ,  0.69882 ,  0.41468 ,  0.49973 ,  0.82731 ,  0.58883 ,\n",
              "        -0.43408 ,  0.21703 , -1.8181  , -0.74274 , -0.17991 ,  0.28493 ,\n",
              "        -0.16937 ,  0.87449 ,  0.55294 ,  0.91031 ,  0.21957 , -0.4851  ,\n",
              "         0.75489 ,  0.52342 ,  0.5438  ,  0.10108 , -0.07919 , -0.11478 ,\n",
              "         0.29474 , -1.6004  ,  0.52854 ,  0.04084 , -0.7198  ,  1.9354  ,\n",
              "         2.819   ,  0.60716 , -1.1208  ,  0.057194,  0.1431  ,  0.47372 ,\n",
              "         0.59581 ,  0.11381 , -0.79955 , -0.28087 , -0.32897 ,  1.3256  ,\n",
              "        -1.1804  , -1.386   ,  0.20202 ,  0.51487 , -1.9068  ,  0.65419 ,\n",
              "         1.7246  , -0.6013  ]),\n",
              " 'death': array([ 4.9089e-01,  3.2534e-01,  1.4417e-03, -8.4331e-01,  6.5698e-01,\n",
              "         1.0089e+00,  2.4760e-01,  6.8178e-01,  1.3553e-01,  1.8069e-01,\n",
              "        -5.0148e-02, -1.2704e-01, -4.8039e-01, -5.5024e-01,  1.5247e+00,\n",
              "        -4.3059e-01, -8.8914e-01, -5.8294e-01, -7.4690e-01,  5.8781e-01,\n",
              "        -8.1227e-02,  4.8804e-01,  2.9895e-01, -4.0216e-01,  3.1343e-01,\n",
              "        -2.4331e+00, -8.3064e-01, -7.7042e-01,  2.9021e-01,  5.6141e-01,\n",
              "         2.3164e+00, -7.1611e-01, -5.5002e-01, -6.1970e-01,  1.6241e-01,\n",
              "         8.4582e-02,  9.5919e-01, -7.1344e-01,  4.7596e-01,  3.0941e-01,\n",
              "        -8.5852e-01,  5.4195e-01, -2.5035e-01, -1.8671e-01,  4.5843e-01,\n",
              "         3.9168e-02, -5.6138e-01, -1.1905e+00,  2.1134e-01, -5.9986e-01]),\n",
              " 'companies': array([ 0.51809  , -1.1148   ,  0.80542  ,  0.74613  , -0.51765  ,\n",
              "         0.022329 , -1.1665   , -0.38518  ,  0.25655  ,  0.36769  ,\n",
              "         0.3582   ,  0.70135  , -0.28008  , -0.12265  , -0.14963  ,\n",
              "         0.14381  , -0.1422   ,  0.16931  ,  0.36557  , -1.511    ,\n",
              "         1.7301   , -0.6053   , -0.16457  , -0.16064  , -0.91074  ,\n",
              "        -1.3738   , -0.61214  , -0.93307  , -0.0039919, -0.30649  ,\n",
              "         3.776    ,  0.43728  ,  0.65859  ,  0.022101 ,  0.043874 ,\n",
              "        -0.846    , -0.99271  ,  0.20027  ,  0.14687  , -0.39595  ,\n",
              "        -0.25364  , -0.54625  ,  1.224    ,  0.72737  ,  0.18714  ,\n",
              "        -0.17607  , -1.1303   ,  0.67082  , -0.16598  ,  0.32113  ]),\n",
              " 'least': array([ 0.87362  , -0.13265  ,  1.0862   , -0.43257  ,  0.64635  ,\n",
              "         0.24467  , -0.2281   ,  0.10549  , -0.35306  ,  0.024557 ,\n",
              "        -0.59133  , -1.1552   ,  0.24498  , -0.23113  ,  1.0782   ,\n",
              "        -0.32882  ,  0.022627 ,  0.25759  , -0.87877  , -0.37024  ,\n",
              "        -0.31412  ,  0.41096  ,  0.75482  ,  0.053854 ,  0.0042464,\n",
              "        -1.1416   , -0.1911   , -0.2593   ,  0.35174  ,  0.16053  ,\n",
              "         3.7077   ,  0.22118  ,  0.0044867, -0.21921  ,  0.61945  ,\n",
              "         0.013221 ,  0.38704  , -0.1312   , -0.061636 ,  0.14086  ,\n",
              "        -0.71638  ,  0.18455  ,  0.79871  ,  0.52289  , -0.20435  ,\n",
              "         0.1608   , -0.7946   ,  0.42844  , -0.38032  , -0.17093  ]),\n",
              " 'put': array([ 0.076143, -0.24717 ,  0.40116 , -0.44052 ,  0.47109 , -0.1377  ,\n",
              "        -0.71907 ,  0.13098 , -0.17572 , -0.03577 , -0.25182 ,  0.22588 ,\n",
              "        -0.76386 ,  0.24249 ,  0.46617 ,  0.10661 ,  0.42314 , -0.54628 ,\n",
              "        -0.23715 , -0.65187 , -0.077369,  0.28766 ,  0.10809 , -0.45786 ,\n",
              "         0.067866, -1.8636  ,  0.1389  ,  0.17133 ,  0.24996 , -0.6366  ,\n",
              "         3.2279  ,  0.56937 , -0.653   ,  0.055097, -0.28294 ,  0.17188 ,\n",
              "         0.17931 ,  0.49549 ,  0.33623 , -0.49653 ,  0.10105 ,  0.1834  ,\n",
              "         0.095534,  0.049611, -0.028313,  0.27312 , -0.24849 ,  0.14717 ,\n",
              "         0.11502 , -0.25162 ]),\n",
              " 'forces': array([ 1.0204  , -1.3378  ,  0.63887 , -0.48347 ,  0.40663 , -0.85173 ,\n",
              "         0.56892 ,  0.68685 , -0.76027 , -1.5592  ,  0.49114 , -0.5433  ,\n",
              "        -0.73425 , -0.32145 , -1.0561  , -0.068135,  0.3751  , -0.1081  ,\n",
              "        -0.58983 ,  0.11871 , -0.26555 ,  0.11674 ,  0.36283 , -0.62549 ,\n",
              "        -0.70993 , -1.7815  , -0.29346 , -0.75352 ,  0.66197 ,  0.83132 ,\n",
              "         3.5111  , -0.028408, -1.2299  , -0.68505 , -0.12387 ,  0.88223 ,\n",
              "        -0.63022 , -0.77339 , -1.2239  ,  0.7322  ,  0.033309,  0.30572 ,\n",
              "         0.29944 , -1.0766  ,  0.32079 , -0.82888 , -0.50164 ,  0.012623,\n",
              "        -0.81966 , -0.47527 ]),\n",
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              "        -0.83749 ,  0.029405, -0.51799 ,  0.032236, -0.55173 , -0.32714 ,\n",
              "        -1.1209  ,  0.026287,  0.57893 , -0.56773 ,  0.065879, -0.97865 ,\n",
              "        -0.56647 , -0.1906  , -0.35348 ,  0.18305 ,  0.1002  , -0.35679 ,\n",
              "         0.34278 , -1.6577  ,  0.087578, -0.012165,  0.35908 , -0.3606  ,\n",
              "         3.2659  ,  0.75655 ,  0.60852 , -0.4136  , -0.28215 ,  0.30708 ,\n",
              "        -0.61592 ,  0.3234  , -0.31404 ,  0.053713, -0.59432 ,  0.35427 ,\n",
              "         0.63662 ,  0.22915 , -0.095084,  0.09055 ,  0.15802 , -0.036193,\n",
              "        -0.21998 , -0.97495 ]),\n",
              " 'de': array([ 8.5051e-01,  1.0817e+00, -1.4256e+00,  2.1017e-01, -7.3071e-01,\n",
              "        -1.7507e+00, -3.4540e-01,  7.2911e-01, -8.7880e-01,  7.3433e-01,\n",
              "         8.6103e-01,  6.5370e-01, -8.1221e-01, -1.3458e+00,  1.8678e-01,\n",
              "        -1.8136e+00,  2.6936e-01, -8.1489e-01, -4.7868e-01, -8.4891e-01,\n",
              "        -9.1320e-01,  1.8454e-01,  4.6674e-05,  3.9451e-01, -9.3655e-01,\n",
              "        -2.6532e-01, -8.2210e-01,  1.1777e-01, -1.9417e-01,  4.9034e-01,\n",
              "         2.5387e+00, -1.0986e+00, -1.5304e+00, -1.2475e-01, -6.0638e-02,\n",
              "        -1.1586e+00,  5.5873e-02,  4.0070e-01,  8.4788e-01,  6.2316e-01,\n",
              "         1.0759e+00,  1.8221e-02,  1.0634e+00, -1.6376e+00, -1.1184e+00,\n",
              "        -8.6357e-01, -9.2988e-01, -1.7266e+00,  1.6446e+00,  8.3540e-01]),\n",
              " 'half': array([ 2.7931e-01, -2.8647e-01,  4.1497e-01, -6.2437e-01,  7.5088e-01,\n",
              "         1.4042e-01, -9.3153e-01, -1.8616e-02, -2.4806e-01,  2.7858e-01,\n",
              "        -1.1939e-01, -7.1734e-01, -2.5439e-01, -2.7851e-01,  6.7102e-01,\n",
              "        -3.1734e-01,  3.9026e-01, -6.6194e-01, -1.2477e+00, -2.8825e-01,\n",
              "        -2.5599e-01, -1.3761e-01,  2.9568e-01, -2.3360e-01, -2.2123e-01,\n",
              "        -1.0652e+00,  5.4228e-01,  1.9412e-01,  1.3858e-01, -8.9078e-02,\n",
              "         3.6247e+00,  7.5508e-01,  2.5486e-01,  7.2049e-01,  2.7674e-01,\n",
              "         2.1596e-01, -1.3574e-01,  8.5886e-01,  7.1066e-01, -5.9648e-01,\n",
              "        -1.5641e-02,  4.3307e-01,  1.2805e-03, -3.6521e-02, -5.5098e-01,\n",
              "         4.7248e-01,  9.7479e-02, -1.0802e-01, -6.3462e-02, -4.7669e-01]),\n",
              " 'june': array([-0.038875,  0.17613 , -0.016038, -0.064066, -0.20913 ,  0.049825,\n",
              "        -1.0929  ,  0.045317, -0.62033 , -0.7479  ,  0.33231 , -0.70502 ,\n",
              "        -0.38843 , -0.47448 ,  1.4496  ,  0.30839 , -1.3149  , -0.56169 ,\n",
              "        -1.6595  ,  0.85848 ,  1.3056  , -0.35666 ,  0.81395 , -0.48261 ,\n",
              "        -0.77276 , -1.1614  ,  0.60481 , -0.41118 , -0.076125,  0.93533 ,\n",
              "         2.8776  , -0.28886 , -1.0489  , -0.30294 ,  0.3079  , -0.96906 ,\n",
              "         0.74114 ,  0.070662,  0.024136, -0.47567 , -0.73735 , -0.54993 ,\n",
              "        -0.13232 , -1.3861  , -0.38072 ,  0.14414 , -0.16532 , -0.7342  ,\n",
              "        -0.014946,  0.15634 ]),\n",
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              "        -0.31298 ,  0.34728 , -0.25902 , -0.16899 , -0.013055,  0.026588,\n",
              "        -0.54647 , -0.25344 ,  0.87712 ,  0.39283 , -0.32159 , -0.33429 ,\n",
              "         0.43046 , -0.14207 ,  0.025735,  0.82236 ,  0.49466 , -0.36382 ,\n",
              "         0.69046 , -2.559   , -0.24168 ,  0.64537 , -0.20178 , -0.047445,\n",
              "         3.1136  , -0.098541, -0.51254 , -0.19747 , -0.73285 , -0.66484 ,\n",
              "         0.53243 , -0.39985 , -0.29336 ,  0.17224 , -0.018464,  0.42143 ,\n",
              "         0.18146 , -0.2495  ,  0.43703 , -0.33678 , -1.3037  ,  1.3473  ,\n",
              "         0.51765 ,  0.25032 ]),\n",
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              "        -0.30814  , -0.61148  ,  0.37254  , -0.40449  ,  0.17351  ,\n",
              "        -0.13958  ,  0.67868  , -0.55673  , -0.13453  ,  1.1441   ,\n",
              "         0.53457  ,  0.59148  ,  0.19083  ,  0.25406  , -0.71581  ,\n",
              "        -0.87951  ,  0.72879  ,  0.67054  ,  0.62866  ,  1.0034   ,\n",
              "        -2.2327   , -1.194    , -0.06245  ,  0.93933  , -1.1132   ,\n",
              "         2.926    ,  0.59809  , -0.51255  , -0.49886  , -0.016524 ,\n",
              "        -0.20697  , -0.059229 , -0.0072689,  0.53314  , -0.14621  ,\n",
              "        -0.21417  ,  0.24102  ,  0.21648  ,  0.73351  ,  0.43582  ,\n",
              "         0.045278 , -0.25489  ,  0.15273  , -0.13088  ,  0.89397  ]),\n",
              " 'federal': array([-0.042333 , -0.77422  ,  0.49214  , -0.30035  , -0.066711 ,\n",
              "         0.10117  , -0.32334  , -0.14755  ,  0.42233  , -0.79704  ,\n",
              "        -0.60759  , -0.0099037,  0.29798  , -0.048775 ,  0.31863  ,\n",
              "        -0.09474  , -0.42465  , -0.53811  ,  0.48246  , -0.48357  ,\n",
              "         0.87002  , -0.69678  , -0.42462  , -0.61173  , -1.3365   ,\n",
              "        -2.6446   ,  0.46586  , -0.048579 , -0.40894  ,  0.051956 ,\n",
              "         2.9815   , -0.62996  , -0.64004  , -1.3794   , -0.02238  ,\n",
              "        -0.38431  ,  0.070533 , -0.47398  ,  0.91177  , -0.34705  ,\n",
              "        -1.018    ,  0.53635  ,  0.91181  ,  0.60239  , -1.1218   ,\n",
              "        -0.30819  , -0.66799  ,  0.64283  ,  0.43099  ,  0.5611   ]),\n",
              " 'french': array([ 0.45339 ,  0.26154 , -1.3094  , -0.90162 , -0.41122 , -0.069015,\n",
              "        -0.76039 ,  0.40611 , -0.87056 , -0.42965 ,  0.91374 , -0.028381,\n",
              "        -0.31879 ,  0.17625 ,  0.22379 , -0.98918 , -0.020874, -0.52391 ,\n",
              "        -0.86188 , -0.73082 ,  0.1003  ,  0.64379 , -0.51221 ,  0.47627 ,\n",
              "        -0.53172 , -1.6459  , -0.93771 , -0.28375 , -0.53267 ,  1.2579  ,\n",
              "         2.8713  , -0.13863 , -0.79716 ,  0.67035 , -0.11338 , -0.26626 ,\n",
              "        -0.38983 ,  0.49285 , -0.28017 , -0.25558 ,  1.5804  ,  0.29426 ,\n",
              "         1.8829  , -1.3065  ,  0.42648 ,  0.13532 , -0.72596 ,  0.19036 ,\n",
              "         0.50769 , -0.61832 ]),\n",
              " 'peace': array([ 0.57799 ,  0.99986 , -0.53279 , -0.50667 ,  0.78591 , -0.12575 ,\n",
              "        -0.22159 ,  0.3003  , -0.068389, -0.15202 , -0.23185 , -0.30412 ,\n",
              "        -1.2577  ,  0.013074, -0.01122 ,  0.37426 ,  1.3629  , -0.64067 ,\n",
              "         1.1377  ,  0.3574  ,  0.13101 ,  1.2354  , -0.18961 , -0.76785 ,\n",
              "         0.43404 , -1.0692  ,  0.13794 , -0.29264 ,  0.24017 ,  0.48798 ,\n",
              "         3.3225  ,  0.11328 , -2.4298  , -0.26524 , -0.41547 , -0.63322 ,\n",
              "        -0.2971  , -0.74152 , -0.78166 ,  0.21767 , -0.97039 , -1.0924  ,\n",
              "        -0.37907 , -1.4855  , -0.080289,  0.31801 , -0.38521 ,  0.74582 ,\n",
              "        -0.95574 , -0.92374 ]),\n",
              " 'earlier': array([ 0.53772  , -0.17572  ,  0.16704  ,  0.2617   ,  0.0095107,\n",
              "         0.17802  , -0.8192   ,  0.023313 , -0.67016  , -0.18026  ,\n",
              "        -0.15323  , -0.70254  , -0.66864  , -0.28519  ,  0.99582  ,\n",
              "         0.11573  , -0.94466  , -0.87298  , -0.77195  ,  0.081174 ,\n",
              "         0.46313  ,  0.30321  ,  0.34776  , -0.97389  , -0.011876 ,\n",
              "        -1.5462   ,  0.23966  ,  0.18437  , -0.65125  ,  0.46257  ,\n",
              "         3.2985   , -0.31677  , -0.067658 ,  0.0084145,  0.22632  ,\n",
              "        -0.55538  ,  0.49637  ,  0.098167 , -0.32241  , -0.057772 ,\n",
              "        -0.39908  ,  0.42339  ,  0.07051  , -0.49125  ,  0.20524  ,\n",
              "        -0.068185 , -0.65967  ,  0.71609  , -0.017516 , -0.54233  ]),\n",
              " 'capital': array([ 9.6710e-01,  1.5075e-02, -3.7533e-02,  4.1228e-01,  2.2940e-01,\n",
              "        -1.3994e+00,  5.5451e-01,  1.5029e-01, -4.4550e-01, -3.0868e-01,\n",
              "        -3.4114e-02, -8.1486e-01,  4.9432e-02, -1.1563e+00, -3.9389e-01,\n",
              "         6.5088e-01,  1.6687e-01,  6.3657e-01, -5.1867e-01,  5.2579e-01,\n",
              "         1.4363e+00,  3.2008e-01, -6.1243e-01, -4.2186e-04, -1.0033e+00,\n",
              "        -1.5331e+00,  1.6125e-01,  1.8030e-01, -3.7446e-01,  1.5195e-01,\n",
              "         3.5526e+00,  5.9062e-01,  2.6993e-01, -2.0902e-01,  5.7543e-02,\n",
              "        -1.7553e-01, -1.0317e+00, -9.8541e-01,  4.5809e-01,  6.9934e-01,\n",
              "        -5.3082e-01,  9.0582e-01,  6.1321e-01, -9.7733e-01, -8.0789e-01,\n",
              "        -1.0892e-01, -4.3780e-01,  2.6284e-01,  3.7563e-01, -6.9832e-01]),\n",
              " 'force': array([ 0.735    , -1.1339   ,  0.34945  , -0.54139  ,  0.695    ,\n",
              "        -0.41492  ,  0.37691  ,  0.29814  ,  0.18529  , -1.243    ,\n",
              "         0.59784  , -0.17409  , -0.36467  ,  0.17773  , -0.86769  ,\n",
              "        -0.29298  ,  0.32072  ,  0.29788  , -1.1      , -0.61693  ,\n",
              "        -0.36697  ,  0.022607 , -0.52446  , -0.77397  , -0.70518  ,\n",
              "        -1.9076   ,  0.21335  , -0.68957  ,  0.28932  ,  0.81051  ,\n",
              "         3.337    ,  0.072199 , -1.2991   , -0.69094  ,  0.070795 ,\n",
              "         0.10919  , -0.026438 , -0.8675   , -0.56222  ,  0.0050142,\n",
              "        -0.13744  ,  0.32881  ,  0.55503  , -0.8303   , -0.28276  ,\n",
              "        -0.041332 , -0.15221  ,  0.30297  , -0.99595  ,  0.78056  ]),\n",
              " 'great': array([-0.026567,  1.3357  , -1.028   , -0.3729  ,  0.52012 , -0.12699 ,\n",
              "        -0.35433 ,  0.37824 , -0.29716 ,  0.093894, -0.034122,  0.92961 ,\n",
              "        -0.14023 , -0.63299 ,  0.020801, -0.21533 ,  0.96923 ,  0.47654 ,\n",
              "        -1.0039  , -0.24013 , -0.36325 , -0.004757, -0.5148  , -0.4626  ,\n",
              "         1.2447  , -1.8316  , -1.5581  , -0.37465 ,  0.53362 ,  0.20883 ,\n",
              "         3.2209  ,  0.64549 ,  0.37438 , -0.17657 , -0.024164,  0.33786 ,\n",
              "        -0.419   ,  0.40081 , -0.11449 ,  0.051232, -0.15205 ,  0.29855 ,\n",
              "        -0.44052 ,  0.11089 , -0.24633 ,  0.66251 , -0.26949 , -0.49658 ,\n",
              "        -0.41618 , -0.2549  ]),\n",
              " 'union': array([-0.50265 ,  0.10106 , -0.48874 , -0.43105 , -0.34491 ,  0.19234 ,\n",
              "        -0.61434 ,  0.2331  , -0.54329 , -1.2973  ,  0.84126 , -0.10395 ,\n",
              "        -0.49848 ,  0.060239, -0.1525  , -0.11466 ,  0.46706 ,  0.23626 ,\n",
              "         0.056334, -0.79527 ,  0.21138 , -0.3663  , -0.68398 ,  0.23945 ,\n",
              "        -0.8746  , -1.7544  ,  0.33563 , -0.31024 , -0.93255 ,  0.69875 ,\n",
              "         3.1562  ,  0.23382 , -1.1311  , -0.027118, -1.0261  , -0.94905 ,\n",
              "        -0.17036 , -0.6917  ,  0.28984 ,  0.2543  , -0.2301  , -0.4221  ,\n",
              "         0.51835 , -0.50325 , -0.33362 ,  0.41813 , -1.2085  ,  0.75583 ,\n",
              "        -0.58538 , -0.32323 ]),\n",
              " 'near': array([ 1.2142  ,  0.56772 ,  0.10257 , -0.14835 ,  0.090435, -0.90865 ,\n",
              "        -0.79889 ,  0.7086  ,  0.23943 , -0.91254 , -0.47738 , -1.5754  ,\n",
              "         0.10514 , -0.90236 , -0.61902 ,  0.64785 ,  0.41888 ,  0.55766 ,\n",
              "        -1.5263  ,  0.49694 ,  0.3014  ,  0.23632 , -0.53703 ,  0.45325 ,\n",
              "        -0.053428, -1.7412  ,  0.12347 ,  1.3038  ,  0.58956 , -0.38383 ,\n",
              "         2.8696  , -0.70768 ,  0.14676 , -0.21459 ,  0.656   , -0.083593,\n",
              "        -0.084173, -0.24683 ,  0.78961 ,  0.90983 , -0.31793 ,  0.17819 ,\n",
              "         0.28379 , -0.46633 , -0.024113,  0.043425,  0.14777 , -0.95912 ,\n",
              "         0.211   , -0.89709 ]),\n",
              " 'released': array([-0.15806  , -0.19103  ,  0.43238  ,  0.1308   , -0.1658   ,\n",
              "         0.076669 , -1.3808   , -0.34227  ,  0.33677  ,  0.66352  ,\n",
              "         0.61321  ,  0.23311  , -0.48095  ,  0.52691  ,  1.3159   ,\n",
              "        -0.40253  , -0.78368  , -0.54847  , -0.40491  ,  0.27453  ,\n",
              "         0.49518  ,  0.3465   ,  1.2538   , -0.03604  , -0.53149  ,\n",
              "        -0.7298   , -0.91684  , -0.015769 , -0.56     , -0.35194  ,\n",
              "         3.0607   , -1.3643   , -0.30953  , -0.3949   ,  0.018503 ,\n",
              "        -0.0066648,  1.3842   , -1.2486   , -0.22105  , -0.90173  ,\n",
              "        -0.053764 , -0.44517  , -0.49692  , -1.2776   ,  0.14374  ,\n",
              "        -0.21402  , -0.38749  , -0.12621  , -0.23495  ,  0.079229 ]),\n",
              " 'small': array([ 1.1419   ,  0.21621  ,  0.05988  , -0.22087  ,  0.721    ,\n",
              "         0.55394  , -0.85043  , -0.27485  ,  0.0788   , -0.54447  ,\n",
              "        -0.16458  , -0.39355  ,  0.94567  ,  0.3132   , -0.57388  ,\n",
              "         0.006172 ,  0.51563  ,  0.59235  , -0.5439   , -1.1097   ,\n",
              "         0.13733  , -0.66901  , -0.16584  ,  0.44869  , -0.42889  ,\n",
              "        -1.1225   , -0.43607  ,  0.55676  ,  0.39962  , -0.25964  ,\n",
              "         3.8543   , -0.33091  ,  0.38144  ,  0.059943 ,  0.19653  ,\n",
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              "        -0.0063997,  0.1881   , -0.037663 ,  0.29605  ,  0.46124  ,\n",
              "         0.0066039, -0.30738  , -0.64137  , -0.058311 , -0.45848  ]),\n",
              " 'department': array([-0.35008 , -0.62714 , -0.61338 ,  0.28059 ,  0.087302, -0.73098 ,\n",
              "        -0.7327  , -0.47884 ,  0.99259 , -1.6134  ,  0.17218 , -0.28396 ,\n",
              "         0.072358, -0.86078 ,  0.27737 , -0.12366 , -0.72394 ,  0.092349,\n",
              "         0.53883 , -0.056902,  1.0325  , -0.11458 , -0.20437 , -0.38433 ,\n",
              "        -0.985   , -2.1784  , -0.25257 ,  0.22022 , -0.88181 , -0.44012 ,\n",
              "         3.0501  , -0.63645 ,  0.020241, -1.5509  , -0.1607  ,  0.074777,\n",
              "        -0.32865 ,  0.34534 ,  1.2116  ,  0.36445 , -0.30941 ,  0.47031 ,\n",
              "         0.92299 , -0.76121 , -0.20002 , -0.13483 , -0.074522,  1.0028  ,\n",
              "         0.20119 ,  1.117   ]),\n",
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              "        -0.1262   , -0.41272  , -0.27406  ,  0.16411  , -0.18036  ,\n",
              "        -0.18313  , -0.63687  ,  0.27846  , -0.04277  ,  1.164    ,\n",
              "         0.073369 ,  0.12473  ,  0.61435  , -0.70332  , -0.50966  ,\n",
              "         0.17384  ,  0.27148  ,  0.5049   ,  0.36091  ,  0.65378  ,\n",
              "        -1.4391   , -0.66319  ,  0.24911  ,  0.73167  , -0.47294  ,\n",
              "         3.574    ,  0.71069  , -0.49581  , -0.18803  , -0.27293  ,\n",
              "         0.0079214,  0.68627  , -0.041216 ,  0.020293 , -0.16559  ,\n",
              "        -0.23225  , -0.15599  , -0.34995  ,  0.73627  , -0.44422  ,\n",
              "        -0.22435  , -0.054164 ,  0.049678 , -0.1437   ,  0.408    ]),\n",
              " 'health': array([ 0.31161 ,  0.33903 ,  0.033922, -0.30914 , -0.43078 ,  0.3417  ,\n",
              "        -0.6864  , -0.83817 ,  1.478   , -0.5249  ,  0.13326 , -0.069083,\n",
              "         0.40058 , -0.35225 ,  0.20453 ,  0.16683 , -0.56978 , -0.1359  ,\n",
              "         1.1439  ,  0.15662 , -0.23462 ,  0.60111 , -0.13868 , -0.3787  ,\n",
              "        -0.03634 , -1.6429  , -0.10716 , -0.73417 , -0.62077 ,  0.88903 ,\n",
              "         3.3969  ,  0.88545 , -0.20321 , -1.1283  , -0.36811 ,  0.088206,\n",
              "         0.055528,  0.39659 ,  1.6077  ,  0.031832, -0.91684 ,  0.07666 ,\n",
              "         0.67848 ,  0.64672 ,  0.74549 ,  0.56715 , -1.0098  ,  0.81053 ,\n",
              "         0.85948 ,  1.0404  ]),\n",
              " 'japan': array([-0.31739 , -0.14033 ,  0.32292 ,  1.072   ,  0.33008 ,  0.39406 ,\n",
              "        -0.016682,  0.076903, -0.74591 , -0.31521 ,  1.0033  , -0.12659 ,\n",
              "         0.063252,  0.64006 ,  0.70721 ,  0.84303 , -0.68832 ,  0.47214 ,\n",
              "        -0.66002 ,  0.73962 ,  1.1116  , -0.89428 , -0.90364 , -0.47281 ,\n",
              "         0.88529 , -2.0194  ,  0.30623 , -0.31662 , -0.44423 , -0.52139 ,\n",
              "         3.0287  ,  0.70315 ,  0.92315 ,  0.52263 , -0.62674 , -0.58995 ,\n",
              "        -0.15876 , -0.078332, -1.0794  , -0.71552 , -1.2764  , -0.85554 ,\n",
              "         1.2827  , -1.2134  ,  1.0125  ,  0.40329 , -0.16276 ,  0.99117 ,\n",
              "         0.031016, -0.35431 ]),\n",
              " 'head': array([-0.28054  ,  0.30915  , -0.20189  ,  0.029534 ,  1.1279   ,\n",
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              "         0.50196  ,  0.34911  , -1.1159   ,  0.75248  , -0.062459 ,\n",
              "         0.26311  , -0.014602 ,  0.4082   , -0.40946  , -0.31068  ,\n",
              "        -0.55742  ,  0.19177  ,  0.1613   , -0.52347  , -0.4502   ,\n",
              "        -2.1395   ,  0.017281 ,  0.78838  , -1.0661   , -0.0098552,\n",
              "         2.7098   ,  0.13188  , -0.18186  ,  0.045039 , -0.54424  ,\n",
              "         0.44033  , -0.13247  ,  0.29738  ,  1.1019   ,  0.1861   ,\n",
              "        -0.40799  ,  0.95422  , -0.59251  , -0.22513  ,  0.52367  ,\n",
              "        -0.30058  , -0.33182  , -0.20148  ,  0.010825 , -0.15397  ]),\n",
              " 'ago': array([ 0.48384  ,  0.036723 ,  0.3554   , -0.11934  ,  0.13925  ,\n",
              "         0.089866 , -1.2636   , -0.027009 , -0.52288  , -0.059505 ,\n",
              "        -0.38398  , -0.80808  , -0.65736  , -0.24665  ,  1.2932   ,\n",
              "         0.20113  , -0.31522  , -0.14376  , -0.79002  ,  0.2567   ,\n",
              "        -0.059354 ,  0.43529  ,  0.2418   , -0.62907  , -0.037233 ,\n",
              "        -1.7944   , -0.16567  ,  0.0054654, -0.056066 ,  0.19838  ,\n",
              "         2.9616   , -0.11965  , -0.16888  , -0.035133 ,  0.024751 ,\n",
              "        -0.41839  , -0.21409  ,  0.41672  ,  0.16242  , -0.2483   ,\n",
              "        -0.90225  ,  0.15443  ,  0.17426  ,  0.21366  ,  0.10285  ,\n",
              "         0.096885 , -0.56849  , -0.21438  , -0.68166  , -0.3792   ]),\n",
              " 'night': array([ 3.0814e-01,  4.7129e-01, -2.7929e-01,  3.7760e-01,  2.5881e-01,\n",
              "        -6.4276e-01, -1.0796e+00,  9.0681e-01, -5.7363e-01, -2.3595e-01,\n",
              "        -9.0416e-01, -8.6146e-01, -4.9546e-01,  6.7405e-01,  9.5942e-01,\n",
              "        -1.1408e-01, -5.3341e-01, -3.1823e-01, -1.6635e+00, -3.7480e-01,\n",
              "         2.2628e-01,  1.0046e+00,  3.7941e-01,  5.6968e-02,  6.0677e-02,\n",
              "        -1.2871e+00, -1.1612e-01,  6.4276e-01,  6.8342e-01, -6.5738e-01,\n",
              "         2.9820e+00,  9.6835e-01, -5.1526e-01, -2.1609e-01,  4.3189e-02,\n",
              "         2.5528e-01,  8.1188e-01, -3.3134e-01,  7.1083e-04, -3.5930e-02,\n",
              "        -4.9562e-01,  4.5779e-01, -7.0741e-01, -1.9088e-01,  2.7527e-01,\n",
              "         2.8616e-01, -1.0418e-01, -5.9080e-01, -2.2165e-01,  4.4646e-01]),\n",
              " 'big': array([-0.32396 ,  0.30786 ,  0.2859  ,  0.3718  ,  0.10526 ,  0.10052 ,\n",
              "        -0.98277 , -0.072153, -0.11142 ,  0.45271 , -0.79607 ,  0.25116 ,\n",
              "        -0.51931 ,  0.37099 ,  0.39548 , -0.047569,  0.93469 ,  0.31508 ,\n",
              "        -0.63288 , -0.88939 , -0.12822 , -0.66293 , -0.2379  , -0.070894,\n",
              "        -0.089608, -1.6695  , -1.1222  ,  0.396   ,  0.58173 , -0.91747 ,\n",
              "         3.4002  ,  1.0156  ,  0.56367 ,  0.55291 , -0.070436,  0.1004  ,\n",
              "        -0.48305 , -0.036555,  0.38574 , -1.0722  , -0.76553 ,  0.32584 ,\n",
              "        -0.58773 ,  0.21893 ,  0.23514 ,  0.31318 , -0.11412 , -0.090951,\n",
              "        -0.13374 ,  0.47298 ]),\n",
              " 'cup': array([-7.9369e-01,  9.3350e-01, -1.0079e+00,  1.5016e+00, -6.2723e-02,\n",
              "         4.6939e-02, -5.0436e-01,  7.8024e-01, -1.6348e-01, -7.0975e-01,\n",
              "         3.5398e-01,  1.0296e-01, -1.4806e+00, -2.3233e-01,  1.6119e+00,\n",
              "         7.7421e-02,  8.3382e-01,  3.3618e-01, -2.0191e+00, -8.1478e-01,\n",
              "        -3.3773e-01, -6.2924e-01,  1.2924e+00,  5.0378e-01, -6.0183e-01,\n",
              "        -9.2155e-01,  1.7350e-03,  4.4196e-01, -2.5630e-01,  2.2931e-01,\n",
              "         2.4195e+00,  1.4082e+00, -7.3974e-01,  1.2117e+00,  1.8825e-01,\n",
              "         3.2892e-01, -4.9844e-02,  1.7873e+00, -1.5832e-01, -1.8170e+00,\n",
              "         5.2693e-01, -6.1315e-01, -8.8176e-02, -7.0393e-01,  2.3619e-01,\n",
              "         1.8849e+00, -5.8655e-02,  1.8290e-01,  2.2230e-01, -1.1195e+00]),\n",
              " 'election': array([-0.45561 , -0.37105 ,  0.50038 ,  0.3274  , -0.14355 ,  0.57692 ,\n",
              "        -0.16653 ,  0.48833 , -0.77442 , -0.9236  , -1.      , -1.1964  ,\n",
              "        -0.37898 , -0.0571  ,  0.64683 , -0.064755, -0.064391, -0.84319 ,\n",
              "        -0.072843, -0.43231 ,  0.45531 , -0.43908 ,  0.89596 , -0.22321 ,\n",
              "         0.17108 , -1.8616  , -0.35014 , -0.17901 , -0.50529 ,  1.2733  ,\n",
              "         2.6742  ,  0.41521 , -1.8678  , -1.4091  , -0.52951 , -0.63448 ,\n",
              "         0.18292 ,  0.32859 , -0.54762 , -0.83589 , -1.0083  ,  0.27858 ,\n",
              "        -1.2367  , -0.34469 , -1.4105  ,  0.47795 , -1.1773  ,  0.16142 ,\n",
              "         1.2927  , -0.27504 ]),\n",
              " 'region': array([ 0.98452  ,  0.2065   , -0.45484  ,  0.41243  , -0.51275  ,\n",
              "        -0.65114  , -0.0045446,  0.29699  ,  0.29081  , -0.89075  ,\n",
              "         0.70736  , -1.0688   ,  0.5047   , -0.80462  , -0.4343   ,\n",
              "         0.6821   ,  0.74345  ,  0.13158  , -0.036651 ,  0.92608  ,\n",
              "        -0.63787  , -0.77018  ,  0.48003  ,  0.71657  , -0.22072  ,\n",
              "        -1.2746   , -0.79227  ,  0.44243  ,  0.073341 ,  0.56563  ,\n",
              "         3.8287   ,  0.37451  ,  0.1551   , -0.48574  ,  0.090775 ,\n",
              "         0.076599 , -1.5697   , -0.073767 , -0.29915  ,  0.73623  ,\n",
              "        -0.95512  ,  0.69192  ,  0.93496  , -1.6182   , -0.59864  ,\n",
              "         0.34227  , -0.099338 ,  0.5234   , -0.32414  , -0.81083  ]),\n",
              " 'director': array([-0.17574 ,  0.36446 , -0.78658 ,  0.68581 ,  0.15354 , -0.54165 ,\n",
              "        -0.71137 , -1.102   ,  0.73644 , -0.57403 ,  0.50802 ,  1.0613  ,\n",
              "        -1.0983  ,  0.45701 ,  0.50121 , -0.38451 ,  0.73134 ,  0.77346 ,\n",
              "        -0.1525  ,  0.30996 ,  0.36702 ,  0.76823 , -0.29839 , -0.49547 ,\n",
              "        -0.098021, -1.6303  , -0.35459 , -0.49011 , -1.7226  ,  0.036723,\n",
              "         2.3858  , -0.26516 ,  0.27235 , -1.0307  , -0.7692  ,  0.041911,\n",
              "         0.087943,  0.52414 ,  1.1209  ,  0.37174 , -0.21624 ,  1.3086  ,\n",
              "        -0.17844 , -1.2298  ,  0.12696 , -0.37488 , -0.70278 , -0.10767 ,\n",
              "        -0.11742 ,  1.7628  ]),\n",
              " 'talks': array([ 1.1248e+00,  6.8311e-01, -6.5593e-01,  7.5385e-01,  9.1916e-03,\n",
              "        -2.9496e-01, -6.0909e-01,  7.2730e-01, -7.6489e-01, -4.8756e-01,\n",
              "        -2.8330e-01, -1.3771e-01, -1.4168e+00,  8.3425e-01,  5.2095e-01,\n",
              "         1.0391e+00,  3.7188e-01, -7.0024e-01,  9.8996e-01,  4.0484e-02,\n",
              "         1.1393e+00,  7.6390e-01,  1.1531e-01, -2.7076e-01,  2.0553e-01,\n",
              "        -1.4294e+00,  1.2276e+00,  3.0202e-01, -4.7126e-01,  7.6662e-01,\n",
              "         3.3639e+00,  1.8473e-01, -1.8331e+00,  5.8153e-01, -2.0905e-03,\n",
              "        -1.0511e+00, -6.2046e-01, -3.4515e-02, -9.7451e-01,  1.7594e-01,\n",
              "        -7.8653e-01, -2.1713e-01, -3.4651e-01, -1.3081e+00,  6.2695e-01,\n",
              "         8.5378e-02, -4.3726e-02,  1.6151e+00, -7.5887e-01, -3.9000e-01]),\n",
              " 'program': array([ 0.1212  ,  0.56395 ,  0.18111 , -0.3975  , -0.75106 ,  0.073103,\n",
              "        -1.0274  , -0.98912 ,  1.2778  ,  0.17385 ,  0.15657 ,  0.053953,\n",
              "         0.13251 ,  0.457   ,  0.38519 , -0.24161 , -0.071515,  1.0867  ,\n",
              "         0.3162  ,  0.65149 ,  0.61019 ,  0.087602, -0.44155 , -0.11931 ,\n",
              "        -0.14353 , -1.7147  ,  0.33433 , -0.50214 , -0.39569 , -0.14515 ,\n",
              "         3.5247  ,  0.17595 , -1.0814  , -0.97564 , -0.34277 ,  0.53825 ,\n",
              "         0.3568  ,  0.19635 ,  0.026791, -0.68356 , -0.2875  , -0.57315 ,\n",
              "        -0.092064, -0.11235 , -0.28374 , -0.34423 ,  0.52503 ,  1.2107  ,\n",
              "        -0.61298 ,  1.3741  ]),\n",
              " 'far': array([ 7.5138e-01, -1.5736e-01,  4.7208e-01, -3.9808e-01,  1.8646e-01,\n",
              "        -1.1205e-01, -3.9927e-01, -3.0878e-03, -1.1768e-01,  1.7457e-01,\n",
              "        -2.8558e-01, -7.5653e-01, -1.1924e-01, -2.6523e-01,  4.5835e-01,\n",
              "         2.1689e-01,  5.6068e-01, -1.1154e-01, -6.2963e-01, -3.6495e-01,\n",
              "        -4.2373e-01,  8.9858e-02,  2.8538e-01, -4.2760e-02,  3.8846e-01,\n",
              "        -1.8075e+00, -4.2596e-01,  4.4824e-01,  2.1389e-01,  2.8991e-02,\n",
              "         3.4978e+00,  2.3029e-01,  3.9970e-01, -4.6777e-01,  8.8587e-02,\n",
              "        -6.1494e-01, -3.5905e-01,  5.3317e-01, -5.6891e-01, -2.6047e-01,\n",
              "        -6.4743e-01,  2.9423e-01,  6.7012e-01,  2.2167e-01, -5.0075e-01,\n",
              "         9.2790e-02, -4.3656e-01,  2.3532e-01, -2.6338e-01, -1.6202e-01]),\n",
              " 'today': array([ 2.7751e-04,  4.2673e-01, -8.2938e-02,  2.7601e-01,  6.4721e-01,\n",
              "        -9.1728e-01, -6.3471e-01, -2.8023e-01, -6.6653e-01, -2.8436e-01,\n",
              "        -6.4249e-02, -4.3626e-01, -1.0830e-01, -3.5818e-01,  7.2311e-01,\n",
              "         6.5368e-01, -2.9573e-01,  1.2007e-01, -2.9959e-02, -2.0594e-01,\n",
              "         2.0017e-01,  1.6421e-01,  1.5202e-01, -2.4855e-02,  5.2887e-01,\n",
              "        -1.3625e+00, -5.6036e-01,  1.7777e-01, -9.1003e-02,  9.7549e-02,\n",
              "         3.5102e+00,  1.0631e-01,  6.5602e-02, -8.0777e-02, -1.2553e-01,\n",
              "        -6.9932e-01, -1.5068e-02,  3.9353e-01, -2.8195e-03,  2.0635e-01,\n",
              "        -4.7726e-01, -1.2639e-01,  2.9399e-01,  1.0000e-01,  3.4015e-04,\n",
              "         6.2769e-01, -4.5344e-01,  3.9615e-01,  1.8857e-02,  1.7536e-01]),\n",
              " 'statement': array([ 0.7552  , -0.046366, -0.40687 ,  0.50012 ,  0.81883 , -0.17221 ,\n",
              "        -0.15893 , -0.10289 ,  0.069876, -0.61924 , -0.038256,  0.057819,\n",
              "        -0.87788 , -0.50516 ,  0.4122  ,  0.12715 , -0.52459 , -0.80212 ,\n",
              "         0.34226 , -0.21857 ,  0.1667  ,  0.71681 ,  0.26288 , -0.76703 ,\n",
              "        -0.044711, -1.8239  , -0.17643 ,  0.55417 , -0.99917 ,  0.1681  ,\n",
              "         2.9908  , -0.33517 , -0.61609 , -0.3381  , -0.48722 , -1.124   ,\n",
              "         0.74523 , -0.76531 , -0.51381 ,  0.35269 ,  0.36138 ,  0.1498  ,\n",
              "        -0.15912 , -0.75249 ,  0.39425 ,  0.044472, -1.1088  ,  1.9118  ,\n",
              "         0.2627  ,  0.35174 ]),\n",
              " 'july': array([ 0.026755 ,  0.26427  , -0.040861 , -0.0096214, -0.23741  ,\n",
              "        -0.095332 , -1.1818   ,  0.1007   , -0.56317  , -0.74195  ,\n",
              "         0.28844  , -0.74096  , -0.45221  , -0.49643  ,  1.4245   ,\n",
              "         0.20225  , -1.3586   , -0.59157  , -1.7172   ,  0.90135  ,\n",
              "         1.365    , -0.36534  ,  0.76292  , -0.38934  , -0.8461   ,\n",
              "        -1.0963   ,  0.57051  , -0.41355  , -0.018347 ,  0.92439  ,\n",
              "         2.8516   , -0.35716  , -0.98117  , -0.29158  ,  0.38904  ,\n",
              "        -0.82918  ,  0.68085  ,  0.076901 ,  0.14055  , -0.33834  ,\n",
              "        -0.72675  , -0.59677  , -0.090103 , -1.3402   , -0.41746  ,\n",
              "         0.0099367, -0.14527  , -0.71825  ,  0.083414 ,  0.089391 ]),\n",
              " 'although': array([ 0.44634  , -0.11361  , -0.15065  , -0.23359  ,  0.066813 ,\n",
              "         0.42265  , -0.72608  , -0.0072705, -0.48246  , -0.062693 ,\n",
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              " 'financial': array([ 0.67226  ,  0.0049257,  0.30049  ,  0.33917  , -0.11859  ,\n",
              "        -0.43213  , -0.064794 , -0.35349  , -0.1352   , -0.31288  ,\n",
              "        -0.36311  ,  0.95772  , -1.3127   ,  0.0045216,  0.12404  ,\n",
              "         0.30968  , -0.11743  , -0.55025  ,  0.39012  ,  0.024453 ,\n",
              "         1.3455   , -0.015076 , -0.62894  , -0.77782  , -0.63266  ,\n",
              "        -1.2771   , -0.36317  , -0.41216  , -0.28301  ,  0.9475   ,\n",
              "         3.6989   ,  0.62595  ,  1.3024   , -0.56111  , -0.76491  ,\n",
              "        -0.27065  , -1.1322   , -0.53162  ,  1.096    , -1.0186   ,\n",
              "        -0.7311   , -0.39185  ,  0.82753  ,  0.4969   , -0.14401  ,\n",
              "         0.0095985, -0.33367  ,  1.2218   ,  0.71828  ,  0.52732  ]),\n",
              " 'april': array([ 0.043106,  0.048456,  0.033849, -0.074085, -0.17892 ,  0.06877 ,\n",
              "        -1.1887  ,  0.094169, -0.57696 , -0.6888  ,  0.31222 , -0.69676 ,\n",
              "        -0.40506 , -0.49433 ,  1.3993  ,  0.13045 , -1.3774  , -0.50435 ,\n",
              "        -1.702   ,  0.85363 ,  1.3086  , -0.31586 ,  0.7332  , -0.44083 ,\n",
              "        -0.7165  , -1.182   ,  0.50538 , -0.40834 , -0.028543,  0.93309 ,\n",
              "         2.7738  , -0.3623  , -0.974   , -0.35168 ,  0.29959 , -0.7362  ,\n",
              "         0.75754 ,  0.016837,  0.17139 , -0.33548 , -0.74626 , -0.53711 ,\n",
              "        -0.25172 , -1.3667  , -0.35269 ,  0.15424 , -0.24418 , -0.62661 ,\n",
              "         0.057467,  0.1768  ]),\n",
              " 'recent': array([ 3.6420e-01,  1.3178e-01, -2.0720e-01,  9.9054e-02, -6.5344e-01,\n",
              "         5.4830e-02, -9.6659e-01, -2.1550e-01,  1.2952e-03,  3.5259e-01,\n",
              "        -5.6299e-01, -6.8334e-01, -5.9400e-01,  7.6555e-05,  6.8631e-01,\n",
              "        -8.5671e-02, -6.2598e-01, -8.9500e-01, -3.9966e-01, -1.4068e-01,\n",
              "         4.4416e-01, -1.7993e-02,  2.1494e-01, -5.4021e-01, -9.5953e-02,\n",
              "        -1.6026e+00, -6.7521e-01,  1.9387e-01, -2.7854e-01,  8.6275e-01,\n",
              "         3.5316e+00,  6.6025e-02,  5.8627e-01, -8.6380e-01, -1.7593e-01,\n",
              "        -2.9790e-01, -5.9479e-01, -1.0163e-01, -6.7801e-01, -3.1705e-01,\n",
              "        -1.0170e+00,  3.7426e-01, -1.8137e-01, -1.3813e-01,  7.5843e-01,\n",
              "        -1.7967e-02, -1.2302e-01,  9.3954e-01, -2.6746e-01, -2.6255e-01]),\n",
              " 'campaign': array([ 0.18605 , -0.52757 ,  0.1689  , -0.20537 , -0.69671 ,  0.38071 ,\n",
              "        -0.85097 , -0.48986 ,  0.20386 , -0.49999 , -1.6093  , -0.78429 ,\n",
              "        -0.61771 , -0.52793 ,  0.16998 , -0.95378 ,  0.047318, -0.21942 ,\n",
              "        -0.090783,  0.2105  ,  0.20687 , -0.26425 ,  0.33384 , -0.57424 ,\n",
              "        -0.2762  , -2.3502  , -0.21173 , -0.1509  ,  0.15407 ,  0.36454 ,\n",
              "         2.6407  ,  0.66609 , -1.4985  , -0.76757 , -1.0709  ,  0.049101,\n",
              "        -0.76387 ,  0.24441 , -1.0476  , -0.97318 , -0.31209 ,  0.20546 ,\n",
              "        -1.0702  , -0.43902 ,  0.095622, -0.36801 , -0.60426 ,  0.079569,\n",
              "         0.08343 ,  0.46081 ]),\n",
              " 'become': array([ 0.25628 , -0.080969, -0.22797 , -0.20333 ,  0.34036 ,  0.099251,\n",
              "        -0.61572 ,  0.1808  , -0.14969 ,  0.13429 ,  0.46767 ,  0.33    ,\n",
              "        -0.10931 ,  0.57143 ,  0.22907 ,  0.57336 ,  0.25958 ,  0.5906  ,\n",
              "         0.18307 ,  0.041417, -0.53393 , -0.35953 , -0.10964 ,  0.80199 ,\n",
              "         0.041424, -1.8999  , -0.5605  , -0.10516 ,  0.34805 ,  0.65011 ,\n",
              "         3.2213  , -0.065601,  0.35345 , -0.93902 , -0.13548 ,  0.045436,\n",
              "        -0.45061 ,  0.53959 , -0.5322  , -0.89699 , -0.7165  , -0.11548 ,\n",
              "        -0.095226,  0.55254 ,  0.036713,  0.29047 , -0.75333 , -0.63826 ,\n",
              "        -0.071853,  0.30162 ]),\n",
              " 'troops': array([ 1.304    , -1.2452   ,  0.91617  , -0.98467  ,  0.50685  ,\n",
              "        -0.98709  ,  0.14226  ,  1.0355   , -0.70481  , -2.1839   ,\n",
              "         0.0053184, -1.2575   ,  0.044083 , -0.84661  , -0.23617  ,\n",
              "        -0.087214 ,  0.27467  ,  0.013817 , -0.65709  , -0.15692  ,\n",
              "        -0.27827  ,  0.38717  ,  0.19134  , -0.63151  , -0.46405  ,\n",
              "        -1.7512   ,  0.13797  , -0.37043  ,  0.53377  ,  0.56793  ,\n",
              "         3.2981   ,  0.23062  , -1.2836   ,  0.075328 ,  0.047842 ,\n",
              "         1.0007   , -0.22835  , -0.62083  , -1.377    ,  0.3553   ,\n",
              "         0.059758 ,  0.43811  ,  0.8428   , -1.3497   ,  0.33387  ,\n",
              "        -0.93712  , -0.57235  ,  0.26454  , -1.3174   , -0.65467  ]),\n",
              " 'whether': array([ 0.89453  , -0.30377  ,  0.21361  , -0.0049842,  0.60649  ,\n",
              "         0.37006  , -0.34748  ,  0.49564  ,  0.091988 , -0.076873 ,\n",
              "         0.0028985,  0.36461  , -0.42913  ,  0.019647 ,  1.0503   ,\n",
              "         0.95013  ,  0.060693 , -0.48907  ,  0.3766   , -0.76248  ,\n",
              "         0.027367 ,  0.21415  ,  0.41881  , -0.02357  ,  0.079474 ,\n",
              "        -2.6002   , -0.23835  ,  0.070363 ,  0.11285  , -0.2474   ,\n",
              "         2.8533   , -0.018672 , -0.88981  , -1.0584   ,  0.10407  ,\n",
              "        -0.71175  , -0.0062045,  0.082787 , -0.029917 , -0.37923  ,\n",
              "        -0.4905   ,  0.23961  ,  0.22836  ,  0.85196  ,  0.22673  ,\n",
              "        -0.12152  , -0.27705  ,  0.85475  , -0.14677  ,  0.2617   ]),\n",
              " 'lost': array([-0.57116  , -0.21089  ,  0.66327  ,  0.71168  ,  0.64827  ,\n",
              "         0.18365  , -0.68113  ,  0.61631  , -0.90734  , -0.14877  ,\n",
              "         0.15201  , -0.20139  , -0.64058  , -0.66312  ,  0.44106  ,\n",
              "         0.01865  , -0.34797  , -0.41541  , -1.2714   , -0.09668  ,\n",
              "        -0.31586  ,  0.16589  ,  0.10694  , -0.61806  ,  0.089309 ,\n",
              "        -1.3677   , -0.11939  , -0.63738  ,  0.33949  , -0.085761 ,\n",
              "         2.9216   ,  0.64947  ,  0.33815  ,  0.34153  ,  0.053704 ,\n",
              "        -0.38756  , -0.27187  ,  0.29294  ,  0.57254  , -1.1245   ,\n",
              "        -0.059138 , -0.40877  ,  0.3466   ,  0.0038906, -0.29094  ,\n",
              "         0.56712  , -0.59772  , -0.79149  ,  0.27207  , -0.50336  ]),\n",
              " 'music': array([-0.92448  ,  0.59807  , -0.995    , -0.045298 , -0.38836  ,\n",
              "         0.032817 , -1.1416   , -0.30202  , -0.33753  ,  2.0498   ,\n",
              "         0.72614  ,  0.25759  ,  0.062278 ,  0.60505  ,  0.19414  ,\n",
              "        -0.33841  ,  0.0098585,  0.28398  , -0.025021 , -0.53623  ,\n",
              "         1.2342   ,  1.0731   , -0.087618 ,  0.99114  ,  0.49666  ,\n",
              "        -0.46601  , -1.7859   , -0.50884  , -0.67744  , -0.91626  ,\n",
              "         3.6685   , -0.58218  ,  0.72491  , -0.47676  , -0.35207  ,\n",
              "         0.041236 ,  0.27288  , -0.205    , -0.1238   ,  0.10142  ,\n",
              "         0.59449  ,  0.27638  , -0.92749  , -0.63906  , -0.13326  ,\n",
              "         0.50902  ,  0.15386  , -0.86544  , -1.3564   ,  0.28513  ]),\n",
              " '15': array([-0.080268,  0.45666 ,  0.80174 , -0.14741 ,  0.3628  ,  0.47481 ,\n",
              "        -0.62201 , -0.15607 , -0.43884 , -0.57988 , -0.1473  , -0.83009 ,\n",
              "        -0.23859 , -0.21558 ,  0.94103 , -0.50262 , -0.51141 , -0.3251  ,\n",
              "        -1.4096  ,  0.19642 ,  0.4852  ,  0.047256,  1.0975  , -0.0381  ,\n",
              "        -0.68362 , -0.72609 ,  0.85323 , -0.7037  ,  0.13696 , -0.058595,\n",
              "         3.4162  ,  0.29785 , -0.42253 ,  0.34368 ,  0.78797 , -0.29342 ,\n",
              "         0.54387 ,  0.30556 ,  0.51102 ,  0.12255 , -0.36216 , -0.12441 ,\n",
              "         0.94703 , -0.58454 , -0.59647 ,  0.27545 , -0.19967 , -0.48474 ,\n",
              "         0.090232,  0.078301]),\n",
              " 'got': array([-4.0970e-01, -3.7167e-01,  3.8852e-01, -3.4947e-01,  5.4256e-01,\n",
              "        -5.5407e-02, -1.2432e+00,  5.8731e-01, -3.3109e-01,  2.6876e-01,\n",
              "        -1.6541e-01,  2.7529e-01, -8.7592e-01,  1.1583e-01,  7.6800e-01,\n",
              "        -2.3885e-01,  9.7804e-02, -4.0966e-02, -5.7139e-01, -5.8161e-01,\n",
              "        -5.4171e-01,  6.5742e-01,  5.5660e-01, -1.3654e-01,  6.2849e-01,\n",
              "        -1.8087e+00,  6.7057e-02,  3.0304e-01,  5.9420e-01, -1.1812e+00,\n",
              "         2.9078e+00,  8.6026e-01, -2.5584e-02,  2.4876e-01,  2.1716e-03,\n",
              "         9.6196e-02,  1.4752e-01,  6.9622e-01,  7.9390e-01, -5.7110e-01,\n",
              "        -1.2454e-01,  3.4798e-01, -3.3992e-01,  2.8812e-01, -2.2895e-01,\n",
              "        -5.1136e-02, -9.2898e-02, -2.5414e-01,  4.0372e-02,  3.8652e-01]),\n",
              " 'israeli': array([ 2.4655e-03,  3.5072e-01,  6.4493e-01, -7.9251e-01,  4.7871e-01,\n",
              "         5.1105e-01, -5.9744e-01,  8.6685e-01, -1.0761e+00, -1.0041e+00,\n",
              "        -3.3253e-01, -1.6657e+00, -4.8359e-01,  7.9662e-01, -3.4028e-01,\n",
              "         8.2714e-01,  9.9694e-01, -8.0682e-01, -1.3874e-01,  9.1085e-01,\n",
              "         1.0010e+00,  1.1971e+00, -5.7032e-01, -2.8881e-01, -2.9923e-01,\n",
              "        -1.7085e+00, -1.4020e-01,  2.2503e-02,  7.2247e-01,  7.1079e-01,\n",
              "         2.8540e+00, -5.5879e-01, -9.1743e-01,  1.8206e-01,  2.0955e-01,\n",
              "         6.5911e-01,  7.8777e-01, -1.2752e+00, -9.4377e-01,  1.0842e+00,\n",
              "        -1.6361e-02, -1.2939e-01,  3.1550e-01, -1.0583e+00,  1.3176e+00,\n",
              "        -1.1360e+00, -8.4954e-01,  1.8579e+00, -3.9625e-01, -4.3469e-01]),\n",
              " '30': array([-4.8610e-03,  3.8375e-01,  9.7559e-01, -2.4330e-01,  4.1629e-01,\n",
              "         1.5898e-01, -6.4181e-01, -4.1762e-01, -4.2678e-01, -3.0253e-01,\n",
              "        -8.8405e-02, -1.0196e+00, -7.4540e-03, -3.2856e-01,  8.3239e-01,\n",
              "        -2.8329e-01, -5.2919e-01, -4.5187e-02, -1.4676e+00,  8.6149e-02,\n",
              "         7.4494e-01,  1.5213e-01,  9.7715e-01, -1.2590e-01, -6.9648e-01,\n",
              "        -8.1125e-01,  6.8089e-01, -5.2608e-01,  1.6647e-01,  1.9681e-01,\n",
              "         3.4824e+00,  1.1553e-01, -2.8544e-01,  3.5629e-01,  6.4448e-01,\n",
              "        -4.1802e-01,  3.5302e-01,  1.5371e-01,  5.2537e-01,  2.6675e-01,\n",
              "        -2.7009e-01,  2.5321e-03,  8.5605e-01, -3.5187e-01, -6.2310e-01,\n",
              "         4.0055e-04, -3.7949e-01, -5.1710e-01,  2.8975e-02,  1.0963e-01]),\n",
              " 'need': array([ 0.41495 ,  0.11293 ,  0.45591 , -0.51796 ,  0.3896  , -0.21307 ,\n",
              "        -0.10788 , -0.11875 ,  0.15723 , -0.015614,  0.010519,  0.62965 ,\n",
              "        -0.02517 , -0.059925,  0.28582 ,  0.70567 ,  0.62114 , -0.16097 ,\n",
              "         0.88253 , -1.2017  , -0.34935 ,  0.20968 ,  0.17506 , -0.20855 ,\n",
              "         0.49624 , -1.411   , -0.24267 , -0.41445 ,  0.74857 , -0.38625 ,\n",
              "         3.9179  ,  1.412   , -0.8121  , -0.59706 , -0.060011,  0.35452 ,\n",
              "         0.16539 ,  0.25601 ,  0.24476 , -0.38762 , -0.17842 , -0.20283 ,\n",
              "         0.34743 ,  0.52291 ,  0.29194 ,  0.47418 , -0.04308 ,  0.77093 ,\n",
              "        -0.27575 ,  0.57742 ]),\n",
              " '4': array([-0.35209,  0.82956,  0.80144,  0.48082,  0.46673,  0.63659,\n",
              "        -0.26424, -0.30305, -0.72852, -0.52154, -0.17715, -0.53938,\n",
              "        -0.23303, -0.26814,  0.72069, -0.66766, -0.60444, -0.2251 ,\n",
              "        -1.681  ,  0.42743,  0.38901, -0.6295 ,  1.3271 ,  0.37583,\n",
              "        -0.58972, -0.40539,  0.90764, -0.61069,  0.37251, -0.34913,\n",
              "         3.4705 ,  0.1807 , -0.35839,  0.65343,  0.35501, -0.37921,\n",
              "         0.69662,  0.25318,  0.66238, -0.4278 ,  0.34738, -0.56578,\n",
              "         0.6209 , -1.1136 , -0.50829,  1.1522 ,  0.15462, -0.84043,\n",
              "         0.37147,  0.44275]),\n",
              " 'lead': array([-0.28082  ,  0.090083 ,  0.37508  ,  0.69311  ,  0.14068  ,\n",
              "         0.84946  , -0.50829  ,  0.89664  , -0.10727  ,  0.50618  ,\n",
              "        -0.225    , -0.61099  , -1.0605   ,  0.51236  , -0.31787  ,\n",
              "        -0.35918  ,  0.82664  , -1.4604   , -0.92953  , -0.51018  ,\n",
              "        -0.62897  , -0.10766  , -0.16471  , -0.6271   ,  0.074354 ,\n",
              "        -1.1028   ,  0.22004  , -0.61865  , -0.0089281, -0.076962 ,\n",
              "         3.1473   ,  0.55912  , -0.16795  , -0.20584  ,  0.2583   ,\n",
              "        -0.15469  ,  0.18157  ,  0.52757  ,  0.65605  , -0.70857  ,\n",
              "        -0.31964  , -0.13145  , -0.40443  , -0.36479  ,  0.42362  ,\n",
              "         0.75078  ,  0.24491  ,  0.14162  ,  0.23444  , -0.086934 ]),\n",
              " 'already': array([ 0.77479 , -0.50637 ,  0.55056 , -0.17236 , -0.14387 ,  0.14885 ,\n",
              "        -0.95299 ,  0.093743, -0.17862 , -0.050848,  0.21691 , -0.18227 ,\n",
              "        -0.54071 , -0.18408 ,  0.95303 ,  0.40802 , -0.097763, -0.11395 ,\n",
              "        -0.076853, -0.50245 , -0.074196,  0.036797,  0.28982 , -0.20603 ,\n",
              "        -0.23829 , -1.6791  ,  0.047352,  0.20648 , -0.095733,  0.16498 ,\n",
              "         3.4391  ,  0.43947 ,  0.3738  , -0.43799 , -0.06802 , -0.10586 ,\n",
              "        -0.12189 ,  0.52873 , -0.31064 , -0.44416 , -0.57988 ,  0.12324 ,\n",
              "         0.4394  ,  0.24015 , -0.10231 ,  0.1326  , -0.85597 ,  0.25758 ,\n",
              "        -0.57977 , -0.44103 ]),\n",
              " 'russia': array([ 0.32097  ,  1.0144   ,  0.50412  ,  0.42314  , -0.017368 ,\n",
              "         0.42165  ,  0.78563  ,  1.2075   , -0.82915  , -0.12545  ,\n",
              "         0.72666  , -0.68589  , -0.16918  ,  0.89959  ,  0.43864  ,\n",
              "         0.24371  ,  0.049558 , -0.23954  ,  0.35105  ,  0.69405  ,\n",
              "         0.47494  , -0.80122  , -0.11579  , -0.33322  ,  0.35565  ,\n",
              "        -2.5386   ,  0.37923  ,  0.052781 ,  0.54565  ,  0.13112  ,\n",
              "         2.7354   ,  0.45458  , -0.12994  , -0.10698  , -1.2169   ,\n",
              "        -0.57424  , -0.7642   ,  1.2824   , -0.95928  ,  0.0053543,\n",
              "         0.20225  , -0.31514  ,  2.1783   , -1.7204   ,  0.11169  ,\n",
              "         0.62552  , -0.87655  ,  0.93488  , -0.75778  , -0.49446  ]),\n",
              " 'though': array([ 0.3903   , -0.17259  , -0.075305 , -0.39021  ,  0.31059  ,\n",
              "         0.38853  , -0.7663   ,  0.11533  , -0.47753  ,  0.21311  ,\n",
              "         0.20345  ,  0.14469  , -0.24917  , -0.35336  ,  0.71317  ,\n",
              "         0.38793  ,  0.016483 , -0.26871  , -0.30272  , -0.58739  ,\n",
              "        -0.38843  ,  0.067819 ,  0.30334  ,  0.045109 ,  0.37306  ,\n",
              "        -1.7007   , -0.46486  ,  0.2912   ,  0.2858   , -0.022228 ,\n",
              "         3.2505   , -0.092747 ,  0.28382  , -0.64361  ,  0.22927  ,\n",
              "        -0.3339   ,  0.008062 ,  0.40452  , -0.45019  , -0.40314  ,\n",
              "        -0.38381  ,  0.16924  , -0.076574 ,  0.31471  , -0.19571  ,\n",
              "         0.0093488, -0.42037  , -0.022852 , -0.29299  ,  0.15449  ]),\n",
              " 'might': array([ 0.83844  , -0.094368 ,  0.4576   , -0.18146  ,  0.33734  ,\n",
              "         0.11294  , -0.47828  ,  0.51275  , -0.34708  ,  0.37687  ,\n",
              "         0.072579 ,  0.5597   , -0.16445  ,  0.039525 ,  0.82957  ,\n",
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              "         0.014896,  0.095329]),\n",
              " '...': array([-0.17827 ,  0.41787 ,  0.043321, -0.2759  ,  0.71027 , -0.17696 ,\n",
              "         0.1804  , -0.14864 , -0.37659 ,  0.29254 , -0.40274 ,  0.59584 ,\n",
              "        -0.95916 , -0.15567 ,  0.76168 ,  0.088067,  0.6846  , -0.39884 ,\n",
              "         0.01839 , -0.025578, -0.67058 ,  0.51273 ,  0.78468 , -0.12751 ,\n",
              "         0.46849 , -1.3988  , -0.73757 , -0.11943 ,  1.5621  , -0.66478 ,\n",
              "         3.3061  ,  0.48236 , -0.73916 , -0.2679  , -0.47081 , -0.18434 ,\n",
              "         0.36776 , -0.51161 ,  0.060674, -0.087342, -0.20121 , -0.53426 ,\n",
              "         0.45001 , -0.015149, -0.070133,  0.35922 , -0.25262 ,  0.18598 ,\n",
              "         0.12959 ,  0.87333 ]),\n",
              " 'deal': array([ 0.9861   ,  0.0081402,  0.1231   ,  0.63133  ,  0.15519  ,\n",
              "         0.47905  , -0.8996   ,  0.13489  , -0.28186  ,  0.58409  ,\n",
              "        -0.16958  ,  0.48564  , -1.1777   ,  0.034756 ,  0.73776  ,\n",
              "         0.60591  ,  0.40445  , -0.1424   ,  0.13955  , -0.15309  ,\n",
              "         0.54035  ,  0.2915   , -0.39186  , -0.58381  , -0.63534  ,\n",
              "        -1.6963   ,  0.61766  ,  0.15711  ,  0.48242  , -0.071974 ,\n",
              "         3.2834   ,  0.34812  , -0.87021  ,  0.43029  ,  0.016524 ,\n",
              "        -0.77404  , -0.4283   , -0.43571  , -0.18992  , -0.92242  ,\n",
              "        -0.22549  , -0.35571  ,  0.13432  , -0.087153 , -0.47645  ,\n",
              "         0.32756  , -0.51639  ,  1.5823   , -0.66218  ,  0.18174  ]),\n",
              " 'attack': array([ 1.4703   , -0.9337   ,  0.51369  , -0.19082  ,  0.50227  ,\n",
              "         0.13241  ,  0.12726  ,  0.63662  , -0.13905  , -0.32585  ,\n",
              "        -0.46345  , -0.91213  , -0.88935  , -0.023272 , -0.48632  ,\n",
              "        -0.22256  ,  0.077578 , -0.21413  , -1.7487   ,  0.81504  ,\n",
              "        -0.25526  ,  0.61326  ,  0.097635 ,  0.0040341,  0.02032  ,\n",
              "        -2.2944   , -0.11007  , -0.12472  ,  0.85396  ,  0.13095  ,\n",
              "         2.7334   ,  0.020801 , -0.8306   , -0.52641  ,  0.35823  ,\n",
              "         0.5293   ,  0.5239   , -0.97954  , -0.89408  ,  0.56206  ,\n",
              "        -0.094276 ,  0.38047  ,  0.064524 , -0.79603  ,  1.4988   ,\n",
              "         0.10214  , -0.41158  ,  0.47262  ,  0.65586  , -0.10645  ]),\n",
              " 'side': array([ 0.20712  ,  0.45525  , -0.59307  , -0.37613  ,  0.082234 ,\n",
              "         0.22413  , -0.31312  ,  0.71027  , -0.61976  , -0.49796  ,\n",
              "         0.13477  ,  0.0056405, -0.77043  , -0.19784  , -0.70032  ,\n",
              "         0.23177  ,  0.815    , -0.061393 , -0.73146  , -0.40748  ,\n",
              "        -0.52122  ,  0.052144 ,  0.010133 ,  0.68707  , -0.21358  ,\n",
              "        -1.5289   ,  0.53722  ,  1.1833   , -0.022483 , -0.55043  ,\n",
              "         3.5116   ,  0.5666   ,  0.25898  , -0.065076 ,  0.34411  ,\n",
              "         0.40766  ,  0.25558  ,  0.43896  , -0.22385  , -0.82314  ,\n",
              "         0.51137  , -0.13294  , -0.16608  , -0.23841  , -0.12116  ,\n",
              "         0.43584  ,  0.013572 , -0.14499  ,  0.5076   , -0.75084  ]),\n",
              " 'seven': array([ 2.7100e-01,  4.0263e-01,  4.9204e-01,  1.8279e-01,  4.0656e-01,\n",
              "         5.2487e-01, -8.9496e-01,  2.2862e-01, -2.8704e-01, -4.6034e-01,\n",
              "        -6.2930e-01, -5.9112e-01, -6.1332e-01,  5.0357e-01,  7.4662e-01,\n",
              "        -8.5773e-01, -5.4881e-02, -3.7906e-01, -1.2336e+00, -8.5258e-04,\n",
              "        -5.6966e-02,  2.0703e-01,  7.5846e-01, -1.0698e-01, -5.6380e-01,\n",
              "        -7.7717e-01,  3.5028e-01, -7.0106e-01, -3.3252e-01, -3.9569e-01,\n",
              "         3.6042e+00,  4.8765e-01,  1.2197e-01,  4.1268e-01,  1.0879e+00,\n",
              "         4.7126e-01,  3.3869e-01,  1.0117e-01, -5.5742e-02,  6.3739e-02,\n",
              "        -1.0909e+00, -1.8791e-01,  5.5199e-01,  3.0131e-01, -2.5402e-01,\n",
              "         2.4027e-01, -4.0994e-01, -1.1698e-01, -2.7710e-01, -8.1605e-01]),\n",
              " 'better': array([-0.1209  , -0.16821 ,  0.24099 , -0.30287 ,  0.43578 , -0.38367 ,\n",
              "        -0.55203 , -0.28681 , -0.10092 ,  0.47769 ,  0.28969 ,  0.29549 ,\n",
              "        -0.44074 , -0.13494 ,  0.26022 ,  0.45371 ,  0.53749 ,  0.06122 ,\n",
              "         0.24366 , -0.87761 , -0.56241 ,  0.24927 ,  0.17941 , -0.016943,\n",
              "         0.57974 , -1.3546  , -0.53161 , -0.26451 ,  0.68211 , -0.30482 ,\n",
              "         3.7943  ,  0.96326 , -0.073896, -0.41032 ,  0.24478 , -0.14579 ,\n",
              "        -0.086789,  0.995   ,  0.049928, -0.60302 , -0.36585 , -0.10114 ,\n",
              "         0.40423 ,  0.25951 ,  0.087927,  0.06196 ,  0.075266,  0.12755 ,\n",
              "         0.066461,  1.1163  ]),\n",
              " 'less': array([ 0.50343 ,  0.015858,  0.33745 , -0.63735 ,  0.54691 ,  0.39019 ,\n",
              "         0.094177, -0.35546 , -0.48083 ,  0.7954  , -0.15279 , -0.59696 ,\n",
              "         0.5462  , -0.24196 ,  0.57816 ,  0.18048 ,  0.23108 ,  0.31356 ,\n",
              "        -0.41453 , -1.0321  , -0.40474 , -0.06759 ,  0.34262 , -0.11137 ,\n",
              "         0.18348 , -1.3207  , -0.20151 ,  0.45586 ,  0.90485 ,  0.60693 ,\n",
              "         3.8475  ,  0.24956 ,  0.57628 , -0.43086 ,  0.32115 , -0.40096 ,\n",
              "        -0.14379 ,  0.84858 , -0.34062 , -0.58987 , -0.33593 ,  0.26176 ,\n",
              "         0.52602 ,  0.77446 , -0.22891 , -0.090591, -0.341   ,  0.168   ,\n",
              "        -0.19985 ,  0.81252 ]),\n",
              " 'september': array([ 0.038543, -0.096315,  0.042234, -0.30945 , -0.23763 , -0.025095,\n",
              "        -1.1104  ,  0.028852, -0.51799 , -0.64556 ,  0.48152 , -0.55653 ,\n",
              "        -0.40431 , -0.58849 ,  1.1936  ,  0.050673, -1.276   , -0.47979 ,\n",
              "        -1.6779  ,  0.94189 ,  1.3719  , -0.35645 ,  0.72071 , -0.50913 ,\n",
              "        -0.6047  , -1.1692  ,  0.47851 , -0.38999 , -0.07037 ,  1.0678  ,\n",
              "         2.8561  , -0.41693 , -0.63326 , -0.46585 ,  0.13458 , -0.66199 ,\n",
              "         0.67408 , -0.014843, -0.14317 , -0.41659 , -0.67641 , -0.53534 ,\n",
              "        -0.34797 , -1.4463  , -0.46732 ,  0.076082, -0.2431  , -0.6339  ,\n",
              "         0.060816,  0.092193]),\n",
              " 'once': array([ 0.41617  ,  0.0086969, -0.045779 , -0.453    ,  0.39691  ,\n",
              "        -0.06243  , -0.92329  ,  0.29746  , -0.27379  ,  0.0047861,\n",
              "         0.056398 ,  0.16674  , -0.49455  ,  0.025591 ,  0.54835  ,\n",
              "         0.44411  ,  0.18487  ,  0.13657  , -0.35517  , -0.18662  ,\n",
              "        -0.18167  ,  0.10607  ,  0.25211  , -0.0098307,  0.18218  ,\n",
              "        -1.9912   , -0.31275  ,  0.36164  ,  0.46458  , -0.087284 ,\n",
              "         3.0497   , -0.14917  , -0.11754  , -0.35888  , -0.053222 ,\n",
              "        -0.029877 , -0.11658  ,  0.64464  , -0.23756  , -0.47446  ,\n",
              "        -0.39611  ,  0.15729  , -0.32605  ,  0.32602  , -0.1625   ,\n",
              "         0.033815 , -0.50753  , -0.81015  , -0.41645  , -0.22877  ]),\n",
              " 'clinton': array([ 0.23158 ,  0.69964 ,  0.43878 , -0.31633 ,  0.18509 ,  0.45519 ,\n",
              "        -0.52914 ,  0.13019 , -0.6016  , -0.53644 , -1.8771  , -0.32314 ,\n",
              "        -0.13149 ,  0.05427 ,  0.24486 , -0.037868, -0.34769 , -0.60215 ,\n",
              "         0.72329 , -0.47918 ,  0.15473 ,  0.4589  ,  0.37807 , -1.0418  ,\n",
              "         0.43743 , -2.6996  ,  0.2478  ,  0.68145 , -0.23022 , -0.024437,\n",
              "         2.133   ,  0.46905 , -1.1284  , -1.0115  , -0.3608  , -0.89718 ,\n",
              "        -0.47746 ,  0.46726 , -0.88369 , -0.99028 , -0.69334 ,  0.55325 ,\n",
              "        -0.44621 , -0.1735  , -0.070923,  0.04234 , -0.68205 ,  0.68464 ,\n",
              "        -0.43253 ,  0.75606 ]),\n",
              " 'main': array([ 0.66426 ,  0.7181  ,  0.17514 ,  0.50887 ,  0.20992 , -0.053257,\n",
              "        -0.15013 , -0.2651  , -0.015987, -0.5291  , -0.34768 , -0.7442  ,\n",
              "        -0.51088 ,  0.17595 , -0.90549 ,  0.077125,  0.40531 ,  0.43508 ,\n",
              "        -0.22843 , -0.15984 ,  0.5292  , -0.55523 , -0.67263 ,  0.78657 ,\n",
              "        -0.31622 , -1.2254  , -0.15774 ,  0.27646 , -0.35189 ,  0.29773 ,\n",
              "         3.7175  , -0.26372 ,  0.10256 , -0.33809 ,  0.14646 ,  0.32333 ,\n",
              "         0.048336, -0.090558, -0.50471 ,  0.65104 ,  0.12838 ,  0.096154,\n",
              "        -0.53614 , -0.352   , -0.088668,  0.19595 , -0.29993 , -0.32443 ,\n",
              "         0.42452 , -0.70974 ]),\n",
              " 'due': array([ 0.52529 ,  0.25014 , -0.29891 , -0.003927, -0.68551 ,  0.41819 ,\n",
              "        -0.096241,  0.42622 ,  0.09777 , -0.12757 ,  0.77646 ,  0.052267,\n",
              "        -0.22046 , -0.44999 ,  0.84733 ,  0.75829 , -0.5126  , -0.46022 ,\n",
              "        -0.68956 , -0.20814 ,  0.26289 , -0.54675 ,  0.27619 , -0.37804 ,\n",
              "         0.085518, -1.0566  ,  0.16707 ,  0.25964 ,  0.39742 ,  1.4921  ,\n",
              "         3.7574  ,  0.093004,  0.26742 , -0.82988 ,  0.19037 ,  0.040906,\n",
              "         0.52393 , -0.023492, -0.32684 , -0.12868 , -0.81991 , -0.049887,\n",
              "        -0.16289 , -0.073079, -0.34803 , -0.1901  , -0.080237,  0.23164 ,\n",
              "         0.21708 , -0.35911 ]),\n",
              " 'committee': array([-0.28394 ,  0.09381 , -0.65911 ,  0.44267 ,  0.10109 , -0.045837,\n",
              "        -0.06315 , -0.21448 ,  0.497   , -1.9738  , -0.82492 , -0.021798,\n",
              "        -0.17045 ,  0.48888 ,  0.22899 , -0.37251 ,  0.33886 ,  0.022057,\n",
              "         0.77261 , -0.44376 ,  0.70995 , -0.56979 ,  0.57233 , -0.79649 ,\n",
              "        -0.37653 , -1.9019  ,  0.20401 , -0.371   , -2.183   ,  0.036129,\n",
              "         2.7648  , -0.20374 , -1.502   , -1.0396  , -0.6952  , -0.46581 ,\n",
              "         0.3578  ,  0.56202 ,  0.24223 ,  0.010012, -1.0596  , -0.18928 ,\n",
              "        -0.41244 ,  0.23606 , -0.16125 ,  0.1498  , -0.83872 ,  0.94031 ,\n",
              "        -0.005927,  0.54125 ]),\n",
              " 'building': array([ 0.96946 ,  0.51658 ,  0.40869 , -0.44261 ,  0.52557 , -0.43554 ,\n",
              "        -0.8864  , -0.72144 , -0.32513 , -0.59368 , -0.61602 , -0.5777  ,\n",
              "        -0.57443 ,  0.05468 , -0.5763  ,  0.48652 ,  0.10411 ,  0.80692 ,\n",
              "         0.071993, -0.25208 ,  1.2826  ,  0.16648 , -1.6472  , -0.73222 ,\n",
              "        -0.40618 , -1.0784  , -0.054301,  0.42463 ,  0.29449 ,  0.039102,\n",
              "         3.3546  , -0.95662 ,  0.16766 , -0.88352 , -0.071421,  0.64726 ,\n",
              "         0.67146 ,  0.43414 ,  0.41453 ,  0.43332 , -0.38089 , -1.0239  ,\n",
              "         0.14656 ,  0.047804, -0.078527,  0.53889 , -0.80031 , -0.73521 ,\n",
              "        -0.028602, -0.29638 ]),\n",
              " 'conference': array([-0.21697  ,  0.94835  , -0.88438  ,  0.97536  ,  0.25632  ,\n",
              "        -1.1908   , -0.81751  , -0.1973   , -0.20786  , -1.0915   ,\n",
              "        -0.5471   , -0.8693   , -0.76631  ,  0.52825  ,  0.39574  ,\n",
              "         0.095783 ,  0.15912  , -0.42511  , -0.3518   ,  0.32289  ,\n",
              "         0.31091  ,  0.027308 ,  0.38888  , -0.1336   , -0.32942  ,\n",
              "        -1.2158   ,  0.47267  ,  0.044909 , -1.4891   , -0.0047138,\n",
              "         2.9196   ,  0.81737  , -1.0941   , -1.096    , -0.44401  ,\n",
              "        -0.60875  ,  0.18882  ,  0.49697  , -0.32799  ,  0.099082 ,\n",
              "        -0.9137   , -0.51386  , -0.53066  , -0.33415  ,  0.47959  ,\n",
              "         1.0327   , -0.21472  ,  1.2199   , -0.073675 ,  0.16699  ]),\n",
              " 'club': array([-0.60524 ,  0.9714  , -1.3454  ,  0.24372 , -0.48454 , -0.64381 ,\n",
              "        -1.4779  ,  0.61213 , -0.93022 ,  0.018383,  0.57605 ,  0.19867 ,\n",
              "        -0.87184 , -0.49864 ,  0.45714 , -0.29653 ,  0.62695 ,  1.0928  ,\n",
              "        -1.3212  ,  0.14745 , -0.042093,  0.17285 , -0.22004 ,  1.3502  ,\n",
              "        -1.1923  , -1.2127  ,  0.17823 ,  0.28023 , -0.71523 , -0.42732 ,\n",
              "         2.791   ,  0.87324 , -0.12511 ,  0.157   ,  0.35676 ,  0.39276 ,\n",
              "         0.19509 ,  0.39797 ,  0.38557 , -1.3563  ,  0.48354 , -0.93796 ,\n",
              "        -0.4657  ,  0.24004 , -0.27014 ,  0.20463 , -0.52576 ,  0.021419,\n",
              "         0.5975  , -0.52605 ]),\n",
              " 'january': array([-0.10179 , -0.12605 , -0.039728, -0.33016 , -0.25766 ,  0.11726 ,\n",
              "        -1.2194  , -0.01714 , -0.58397 , -0.60215 ,  0.53763 , -0.46996 ,\n",
              "        -0.42836 , -0.58241 ,  1.312   ,  0.13957 , -1.3512  , -0.33969 ,\n",
              "        -1.5361  ,  0.90099 ,  1.2999  , -0.41219 ,  0.76258 , -0.4796  ,\n",
              "        -0.74084 , -1.1338  ,  0.61153 , -0.40586 , -0.18051 ,  1.1741  ,\n",
              "         2.8551  , -0.45732 , -0.77043 , -0.36132 ,  0.19092 , -0.59978 ,\n",
              "         0.62834 ,  0.099316,  0.13349 , -0.43219 , -0.56241 , -0.37744 ,\n",
              "        -0.31458 , -1.3884  , -0.87126 ,  0.055197, -0.27641 , -0.56944 ,\n",
              "         0.073814,  0.075382]),\n",
              " 'decision': array([ 0.020637 , -0.59704  , -0.42771  ,  0.45118  ,  0.37551  ,\n",
              "        -0.090939 ,  0.18943  ,  0.82289  , -0.18554  , -0.11665  ,\n",
              "        -0.028869 ,  0.082758 , -0.71106  , -0.082236 ,  0.78368  ,\n",
              "         0.64198  ,  0.20384  , -1.0338   ,  0.10133  , -0.62621  ,\n",
              "         0.062248 , -0.022195 , -0.36175  , -0.5099   ,  0.0037395,\n",
              "        -2.3864   ,  0.27427  ,  0.027299 , -0.34705  ,  0.052486 ,\n",
              "         2.914    , -0.099187 , -1.1691   , -0.44007  , -0.34964  ,\n",
              "        -1.1051   ,  0.91434  , -0.072429 , -0.40384  , -0.57132  ,\n",
              "        -0.31572  ,  0.07733  , -0.17125  ,  0.14912  , -0.36032  ,\n",
              "         0.50577  , -0.69998  ,  1.051    ,  0.093151 ,  0.61208  ]),\n",
              " 'stock': array([-7.4300e-02, -7.7841e-01,  4.9341e-01,  7.3968e-01,  7.5540e-01,\n",
              "        -7.8968e-01, -6.3113e-01, -5.4916e-01, -4.3567e-01,  6.8255e-01,\n",
              "         7.4013e-02,  3.6359e-01, -6.0005e-01, -3.4957e-01,  4.2048e-01,\n",
              "         7.3399e-01, -1.1110e+00, -3.9159e-01, -9.7131e-01, -8.5833e-01,\n",
              "         2.0588e+00, -3.9448e-01,  1.1897e-01, -2.3794e-01, -9.7022e-01,\n",
              "        -1.0812e+00, -1.6123e-01,  1.8695e-01,  3.6667e-01,  3.0179e-01,\n",
              "         3.2035e+00,  3.7224e-02,  1.1320e+00,  6.7364e-01,  4.5764e-01,\n",
              "        -1.6357e+00, -1.2271e+00, -2.9407e-01,  6.4260e-01, -7.4074e-01,\n",
              "        -4.3575e-01, -3.3630e-01,  4.5234e-01,  5.7153e-01,  2.9191e-03,\n",
              "         1.0863e-01,  3.1306e-01,  4.9593e-01,  8.2498e-01, -1.6104e-01]),\n",
              " 'america': array([-0.13124  ,  0.46555  , -0.10921  ,  0.18759  ,  0.073319 ,\n",
              "        -0.40072  , -1.1418   , -0.52592  ,  0.20455  ,  0.22532  ,\n",
              "         0.19891  ,  0.21863  , -0.14053  ,  0.026534 ,  0.35482  ,\n",
              "        -0.27559  , -0.14433  ,  0.14208  , -0.23811  , -0.0045941,\n",
              "        -0.14462  , -0.10607  , -0.23974  ,  0.44399  , -0.033788 ,\n",
              "        -1.774    , -0.97388  , -0.33887  ,  0.29913  , -0.21471  ,\n",
              "         2.9346   ,  0.47296  , -0.069746 , -0.42937  , -1.0228   ,\n",
              "        -1.1021   , -1.149    , -0.39353  , -0.46068  , -0.63748  ,\n",
              "        -0.38899  , -0.50266  ,  0.9211   , -0.40483  , -0.19845  ,\n",
              "         0.9402   , -0.59246  , -0.33818  , -0.54872  ,  0.41818  ]),\n",
              " 'given': array([ 0.43768  ,  0.5543   , -0.27591  , -0.36805  ,  0.82612  ,\n",
              "         0.14132  , -0.0063327,  0.17197  , -0.0042713,  0.14954  ,\n",
              "         0.30217  ,  0.43632  ,  0.053702 , -0.59632  ,  0.64761  ,\n",
              "        -0.024799 , -0.016603 , -0.40788  , -0.24985  , -0.58336  ,\n",
              "        -0.13173  , -0.18747  ,  0.26913  , -0.25625  ,  0.021073 ,\n",
              "        -1.6454   , -0.53461  , -0.12627  , -0.09779  ,  0.2995   ,\n",
              "         3.3942   ,  0.19733  , -0.31749  , -0.62559  ,  0.52945  ,\n",
              "         0.067728 ,  0.49578  ,  0.27542  , -0.35416  , -0.37977  ,\n",
              "         0.20921  ,  0.34261  , -0.32328  ,  0.53135  , -0.53123  ,\n",
              "        -0.39414  , -0.12909  ,  0.54714  ,  0.071181 ,  0.015065 ]),\n",
              " 'give': array([ 0.30577 ,  0.30053 ,  0.22806 , -0.14625 ,  0.74309 , -0.14415 ,\n",
              "        -0.43512 ,  0.59286 , -0.1743  ,  0.47471 , -0.13492 ,  0.33909 ,\n",
              "         0.093609, -0.11892 ,  0.31555 ,  0.3845  ,  0.54051 , -0.69359 ,\n",
              "         0.24688 , -0.93476 , -0.041963,  0.25972 , -0.004559, -0.1688  ,\n",
              "         0.088309, -1.7161  , -0.16327 , -0.40159 ,  0.13859 , -0.93499 ,\n",
              "         3.366   ,  1.1006  , -0.96759 , -0.092375,  0.19996 , -0.17415 ,\n",
              "         0.1836  ,  0.20687 ,  0.10418 , -0.7353  ,  0.33549 ,  0.11443 ,\n",
              "        -0.016682,  0.23897 , -0.036168,  0.25008 , -0.19502 ,  0.70866 ,\n",
              "        -0.039504,  0.18456 ]),\n",
              " 'often': array([ 0.48292 , -0.10589 , -0.48755 , -0.72499 , -0.033428,  0.64621 ,\n",
              "        -0.28778 , -0.028235, -0.67209 ,  0.27879 , -0.085806,  0.39258 ,\n",
              "         0.37097 , -0.008954,  0.27041 ,  0.12437 ,  0.04556 , -0.11547 ,\n",
              "         0.1824  , -1.0934  , -0.26857 ,  0.12346 ,  0.68076 ,  0.60554 ,\n",
              "         0.32689 , -1.4725  , -0.71837 ,  0.33633 ,  0.55901 , -0.12365 ,\n",
              "         3.6349  , -0.040454,  0.49109 , -0.99409 ,  0.049392,  0.50667 ,\n",
              "        -0.27718 ,  0.17365 , -0.74709 ,  0.10036 , -0.13906 ,  0.47679 ,\n",
              "         0.073626,  1.0399  ,  0.56961 , -0.37777 , -0.17187 , -0.1995  ,\n",
              "        -0.25104 , -0.17212 ]),\n",
              " 'announced': array([ 0.50892  , -0.11413  ,  0.33814  ,  0.82997  , -0.3639   ,\n",
              "        -0.025768 , -1.3086   , -0.20421  ,  0.0071953, -0.28956  ,\n",
              "         0.35874  ,  0.0924   , -0.76549  , -0.06066  ,  0.93918  ,\n",
              "         0.4784   , -0.5998   , -0.26613  , -0.21686  , -0.24855  ,\n",
              "         0.90312  , -0.22478  , -0.12937  , -0.77057  , -0.88551  ,\n",
              "        -1.3216   ,  0.36958  , -0.17891  , -1.2563   ,  0.35598  ,\n",
              "         2.7497   ,  0.24336  , -0.83518  ,  0.092667 , -0.035689 ,\n",
              "        -0.65635  ,  0.77464  , -0.24306  , -0.2118   , -0.45756  ,\n",
              "        -0.33252  ,  0.27674  , -0.71245  , -1.0168   , -0.075886 ,\n",
              "         0.030037 , -1.0889   ,  0.87199  , -0.14546  ,  0.32641  ]),\n",
              " 'television': array([-4.9215e-02,  3.0919e-01,  4.4865e-01,  7.8572e-01, -3.8749e-01,\n",
              "         1.1435e-01, -1.2184e+00, -4.2062e-01, -7.1196e-02,  2.9784e-01,\n",
              "         6.8724e-02, -1.8416e-01, -2.9445e-01,  1.3690e+00,  6.4011e-01,\n",
              "        -2.1719e-03, -7.6293e-01,  8.3049e-01, -6.3892e-01,  2.3664e-01,\n",
              "         1.2598e+00,  1.3755e+00,  6.2952e-01,  9.5859e-01, -5.1085e-02,\n",
              "        -1.4518e+00, -9.6676e-01,  4.0644e-01, -2.3187e-01,  2.0851e-02,\n",
              "         2.9767e+00,  4.6302e-01,  3.3165e-01, -8.2780e-01, -9.3105e-01,\n",
              "         5.1592e-01,  1.3862e-01, -5.3819e-01, -9.9028e-01, -4.1159e-01,\n",
              "         7.9342e-01,  1.0925e+00, -8.5656e-01, -7.1099e-01, -8.6361e-01,\n",
              "        -1.9168e-01, -1.0595e+00,  2.3377e-01, -2.7208e-01,  6.0741e-01]),\n",
              " 'industry': array([-0.52915  , -0.67793  ,  0.015123 ,  0.97008  , -0.37311  ,\n",
              "        -0.0070348, -1.0761   , -0.90088  ,  0.77681  ,  0.40085  ,\n",
              "         0.38089  ,  0.28874  , -0.060781 ,  0.50261  ,  0.35329  ,\n",
              "         0.33612  ,  0.30798  ,  0.59823  ,  0.54213  , -0.97372  ,\n",
              "         1.5111   , -0.41307  , -0.76211  , -0.37469  ,  0.02518  ,\n",
              "        -1.4714   , -0.83896  , -0.35724  , -0.026749 ,  0.72309  ,\n",
              "         3.521    , -0.18569  ,  0.67068  , -0.052258 , -0.66455  ,\n",
              "        -0.29726  , -0.97687  ,  0.49211  ,  0.53109  , -0.087831 ,\n",
              "        -0.85146  ,  0.16847  ,  0.30176  , -0.017128 ,  0.69863  ,\n",
              "         0.23545  , -0.89876  ,  0.53365  ,  0.20891  ,  0.2713   ]),\n",
              " 'order': array([ 0.59594 ,  0.027426, -0.37212 , -0.43777 ,  0.90033 , -0.10551 ,\n",
              "         0.3488  ,  0.34644 ,  0.11622 , -0.46675 ,  0.40657 ,  1.0254  ,\n",
              "        -0.072136, -0.12719 ,  0.20944 ,  0.22438 , -0.32991 , -0.89753 ,\n",
              "         0.061887, -0.78079 ,  0.55576 , -0.72526 , -0.32109 , -0.090179,\n",
              "        -0.49251 , -1.4597  , -0.19504 , -1.1512  ,  0.4673  ,  0.13954 ,\n",
              "         3.3605  ,  0.096328, -1.2275  , -0.45464 ,  0.2279  ,  0.2145  ,\n",
              "         0.50552 , -0.40703 , -0.2411  ,  0.15025 ,  0.063791, -0.34117 ,\n",
              "         0.22175 ,  0.25812 , -0.397   ,  0.48599 , -0.17694 , -0.37738 ,\n",
              "         0.18143 , -0.27109 ]),\n",
              " 'young': array([-0.3874   ,  0.79979  ,  0.008999 , -1.0586   ,  0.84764  ,\n",
              "         0.48831  , -1.2072   , -0.041094 , -0.77811  ,  0.22285  ,\n",
              "         0.14036  ,  0.30871  ,  0.056524 ,  0.38498  ,  0.35064  ,\n",
              "        -0.61762  ,  0.57805  ,  0.37778  , -0.38288  , -0.059694 ,\n",
              "        -0.69362  ,  1.0951   ,  0.29218  ,  0.72216  ,  0.45157  ,\n",
              "        -1.7643   , -0.36862  , -0.99758  , -0.32863  , -0.3417   ,\n",
              "         2.7919   ,  0.59432  ,  0.14142  , -0.47239  ,  0.40147  ,\n",
              "         0.34521  , -0.43788  ,  0.04117  , -0.0063478, -0.71631  ,\n",
              "        -0.40433  ,  0.36837  ,  0.19039  , -0.011441 ,  1.338    ,\n",
              "        -0.63506  , -0.39155  , -1.0359   , -0.14267  ,  0.29742  ]),\n",
              " \"'ve\": array([ 0.08085  , -0.43118  ,  0.15614  , -0.55807  ,  0.43648  ,\n",
              "        -0.35121  , -1.1107   ,  0.16619  , -0.42679  ,  0.12851  ,\n",
              "        -0.30872  ,  0.51031  , -1.132    , -0.1884   ,  1.2043   ,\n",
              "         0.17459  ,  0.37217  ,  0.32141  , -0.13989  , -0.98252  ,\n",
              "        -0.66579  ,  0.75199  ,  1.0343   ,  0.00612  ,  0.93806  ,\n",
              "        -1.7012   , -1.0297   ,  0.52784  ,  1.0621   , -0.96727  ,\n",
              "         3.3631   ,  0.71049  ,  0.30205  , -0.33523  , -0.016325 ,\n",
              "         0.091506 , -0.0084362,  0.94557  ,  0.18032  , -0.3841   ,\n",
              "        -0.64491  , -0.16969  , -0.12661  ,  0.98945  , -0.08393  ,\n",
              "        -0.088276 , -0.22433  , -0.028197 , -0.51003  ,  0.61695  ]),\n",
              " 'palestinian': array([ 8.2193e-02,  4.1755e-01,  8.0312e-01, -1.1098e+00,  8.2006e-01,\n",
              "         2.0204e-01, -1.6934e-01,  7.1930e-01, -3.2702e-01, -5.9018e-01,\n",
              "        -4.8967e-01, -1.7237e+00, -6.4132e-01,  6.5841e-01, -4.8059e-01,\n",
              "         7.5293e-01,  1.0520e+00, -7.6980e-01,  1.2165e+00,  1.0777e+00,\n",
              "         4.6865e-01,  1.3557e+00, -1.6954e-01, -1.6717e-02, -4.8744e-01,\n",
              "        -1.3763e+00,  1.4554e-01, -4.6181e-02,  4.9855e-01,  7.0022e-01,\n",
              "         3.2458e+00,  1.6429e-03, -1.1349e+00,  1.8355e-01,  2.4007e-01,\n",
              "         6.8890e-01,  5.6190e-01, -1.4129e+00, -7.0600e-01,  1.0775e+00,\n",
              "        -7.6340e-01, -2.9536e-01, -2.3348e-01, -6.5936e-01,  8.5018e-01,\n",
              "        -1.1860e+00, -1.0724e+00,  1.3419e+00, -1.5711e-01, -1.0302e+00]),\n",
              " 'age': array([-0.4385  ,  1.1905  , -0.11631 , -0.95942 ,  0.45889 ,  1.415   ,\n",
              "        -0.67604 , -0.84342 , -0.7357  ,  0.28724 ,  0.64751 , -0.36217 ,\n",
              "         0.11489 , -0.34018 ,  1.1601  ,  0.27203 , -0.45293 ,  0.20521 ,\n",
              "        -0.80958 ,  0.55343 , -0.21324 ,  0.91777 ,  0.6683  ,  0.055886,\n",
              "         0.39708 , -0.89999 , -1.1099  , -0.91207 ,  0.34395 ,  0.44252 ,\n",
              "         2.944   ,  0.25974 ,  0.24117 , -0.65958 ,  0.7578  , -0.13787 ,\n",
              "         0.19865 ,  0.25054 ,  0.4246  , -0.1881  , -1.0105  , -0.49458 ,\n",
              "         0.56892 ,  0.75452 , -0.47241 , -0.43876 ,  0.13308 , -0.91405 ,\n",
              "        -0.086182, -0.17988 ]),\n",
              " 'start': array([ 0.077252 , -0.19066  , -0.13526  , -0.17215  , -0.15956  ,\n",
              "        -0.48406  , -1.142    ,  0.46218  , -0.19232  ,  0.081236 ,\n",
              "        -0.32315  , -0.2377   , -1.1761   ,  0.24611  ,  1.0217   ,\n",
              "         0.0057534,  0.11035  , -0.45541  , -0.65365  , -0.34905  ,\n",
              "         0.30467  , -0.068527 ,  0.10247  ,  0.040885 ,  0.30685  ,\n",
              "        -1.1224   ,  0.57875  , -0.16792  ,  0.84791  , -0.2942   ,\n",
              "         3.6048   ,  1.0393   , -0.68009  ,  0.15662  ,  0.085625 ,\n",
              "        -0.011575 ,  0.14908  ,  0.66991  , -0.13155  , -0.2162   ,\n",
              "        -0.75851  , -0.55175  , -0.34866  , -0.010021 ,  0.21793  ,\n",
              "         0.35662  ,  0.56263  ,  0.19285  , -0.2547   ,  0.17717  ]),\n",
              " 'administration': array([ 3.7036e-01, -5.0266e-01,  3.5182e-01, -4.4758e-01, -5.6091e-01,\n",
              "        -2.3078e-01, -2.1311e-01, -3.2287e-01, -1.7134e-02, -7.3453e-01,\n",
              "        -5.0960e-01,  3.2207e-01, -1.0852e-01, -1.4796e-01, -2.4282e-01,\n",
              "         4.5954e-01, -4.3213e-01, -3.0205e-04,  9.4605e-01, -4.7284e-02,\n",
              "         2.1891e-01, -2.0942e-02,  4.2098e-03, -1.3219e+00,  3.0467e-02,\n",
              "        -2.7810e+00,  3.0759e-01,  2.4999e-01, -6.0674e-01,  4.7063e-01,\n",
              "         2.8933e+00, -1.7422e-01, -1.0242e+00, -1.4650e+00, -3.2355e-01,\n",
              "        -1.3185e-01, -3.6402e-01,  3.7143e-01, -1.9473e-01, -1.7230e-01,\n",
              "        -8.2504e-01,  5.1716e-01,  1.5645e-01, -1.1066e-01, -5.9742e-01,\n",
              "         3.1153e-02, -7.6125e-01,  1.2276e+00,  1.1377e-01,  3.6713e-01]),\n",
              " 'russian': array([ 0.19318 ,  0.88272 ,  0.40764 , -0.15212 ,  0.030107,  0.061858,\n",
              "        -0.022592,  1.3055  , -1.3762  , -0.44537 ,  0.99859 , -0.57531 ,\n",
              "         0.29709 ,  1.7798  , -0.03471 , -0.71318 , -0.42837 ,  0.3603  ,\n",
              "        -0.19656 ,  0.36152 ,  0.51278 , -0.3219  , -0.60105 , -0.24699 ,\n",
              "        -0.071204, -2.5388  , -0.51611 , -0.095628,  0.22978 ,  0.4803  ,\n",
              "         2.7303  , -0.30283 , -0.37695 ,  0.042352, -0.54901 ,  0.29083 ,\n",
              "        -0.5934  ,  0.66886 , -0.62287 ,  0.3838  ,  0.57779 ,  0.044094,\n",
              "         1.8773  , -1.4023  ,  0.52847 , -0.33256 , -0.74839 ,  1.2133  ,\n",
              "        -0.6449  , -0.71372 ]),\n",
              " 'prices': array([-0.69194 , -0.52312 ,  0.8382  , -0.33673 ,  0.17879 , -0.84447 ,\n",
              "        -0.56553 , -0.73776 ,  0.032885,  1.0243  ,  0.32449 , -0.12127 ,\n",
              "         0.086144, -0.43705 ,  0.9202  ,  1.3683  , -0.36278 , -0.91755 ,\n",
              "        -0.40405 , -1.5394  ,  1.8192  , -1.1201  ,  0.20566 , -0.46135 ,\n",
              "        -0.39751 , -1.0601  ,  0.05019 ,  0.61388 ,  1.2599  ,  1.423   ,\n",
              "         3.7054  ,  0.3231  ,  1.4104  ,  0.60227 ,  0.54725 , -1.33    ,\n",
              "        -0.88951 ,  0.048926,  0.33836 , -0.3242  , -0.94471 ,  0.42553 ,\n",
              "         0.76416 , -0.22349 ,  0.90342 ,  0.023828,  0.046381,  0.37179 ,\n",
              "         0.90015 ,  0.01424 ]),\n",
              " 'round': array([-0.51244 ,  0.37181 , -0.26364 ,  0.99462 , -0.37948 ,  0.027235,\n",
              "        -0.17732 ,  1.0833  , -0.31456 , -0.46593 , -0.61127 , -1.1127  ,\n",
              "        -1.1977  ,  0.61233 ,  0.53078 , -0.41192 ,  0.41183 , -1.0644  ,\n",
              "        -1.2442  , -0.64279 , -0.40882 , -0.34751 ,  0.364   , -0.10313 ,\n",
              "        -0.23033 , -0.87574 ,  0.48898 , -0.071108, -0.18226 , -0.43197 ,\n",
              "         3.1387  ,  0.62531 , -0.45273 ,  0.71353 ,  0.37931 , -0.011962,\n",
              "         0.6446  ,  1.2584  , -0.48879 , -1.1429  , -0.17432 , -0.39026 ,\n",
              "         0.20802 , -0.39155 ,  0.26571 ,  0.70799 ,  0.5553  , -0.31012 ,\n",
              "        -0.063959, -0.18801 ]),\n",
              " 'december': array([-0.031303 , -0.15916  ,  0.0087058, -0.27213  , -0.096439 ,\n",
              "         0.0087381, -1.1305   ,  0.024161 , -0.54031  , -0.55146  ,\n",
              "         0.53758  , -0.49969  , -0.45525  , -0.56227  ,  1.3247   ,\n",
              "         0.12214  , -1.24     , -0.39651  , -1.6381   ,  0.92346  ,\n",
              "         1.407    , -0.35614  ,  0.77905  , -0.5337   , -0.63589  ,\n",
              "        -1.1619   ,  0.68982  , -0.35725  , -0.10574  ,  1.1698   ,\n",
              "         2.936    , -0.51944  , -0.94755  , -0.24426  ,  0.21839  ,\n",
              "        -0.78674  ,  0.61546  ,  0.031615 ,  0.076944 , -0.36913  ,\n",
              "        -0.72237  , -0.47175  , -0.24331  , -1.4285   , -0.61972  ,\n",
              "         0.14419  , -0.32552  , -0.62334  ,  0.12412  , -0.04017  ]),\n",
              " 'nations': array([ 0.16043 ,  0.19233 , -0.4717  , -0.29434 ,  0.18569 , -0.2274  ,\n",
              "         0.23103 , -0.25918 ,  0.63238 , -0.72869 ,  0.36888 , -0.06803 ,\n",
              "        -0.38184 ,  0.25583 ,  0.57007 ,  0.34414 ,  1.3895  , -0.52282 ,\n",
              "         0.36185 , -0.024794, -0.19737 ,  0.12493 ,  0.58995 , -0.12013 ,\n",
              "        -0.52201 , -1.2827  ,  0.64266 , -0.32496 , -0.78114 ,  0.56306 ,\n",
              "         3.3879  ,  0.85951 , -0.78461 , -0.51858 , -0.25689 , -0.40831 ,\n",
              "        -0.053219, -0.12121 , -1.4284  , -0.22567 , -0.85986 , -0.33894 ,\n",
              "         1.7673  , -1.2952  , -0.093276,  1.1009  , -1.0676  ,  1.0586  ,\n",
              "        -0.79666 , -0.6323  ]),\n",
              " \"'m\": array([-0.61199 , -0.068387,  0.018546, -0.82272 ,  0.94799 , -0.57071 ,\n",
              "        -0.69855 ,  0.52861 , -0.57613 ,  0.4641  , -0.3344  ,  0.3316  ,\n",
              "        -0.88936 ,  0.30607 ,  1.2336  ,  0.11551 ,  0.61572 ,  0.7174  ,\n",
              "         0.069311, -0.74619 , -0.99246 ,  1.2628  ,  0.74438 ,  0.64764 ,\n",
              "         1.4961  , -2.1165  , -0.86129 ,  0.69027 ,  1.1064  , -0.88764 ,\n",
              "         2.9784  ,  0.72146 , -0.098183,  0.14069 , -0.47226 , -0.58633 ,\n",
              "         0.42419 ,  0.58975 ,  0.42007 , -0.87982 , -0.33754 , -0.3831  ,\n",
              "        -0.25257 ,  0.81279 ,  0.29034 , -0.087229, -0.40791 , -0.24318 ,\n",
              "         0.20265 ,  1.3555  ]),\n",
              " 'human': array([ 0.61854 ,  0.11915 , -0.46786 ,  0.31368 ,  1.0334  ,  0.95964 ,\n",
              "         0.87803 , -1.0346  ,  1.6322  ,  0.29347 ,  0.80844 , -0.058903,\n",
              "         0.021251,  0.40986 ,  0.54443 , -0.33311 ,  0.53712 , -0.35823 ,\n",
              "         0.29374 ,  0.090151, -0.92049 ,  0.69386 ,  0.39098 , -0.64392 ,\n",
              "         0.77831 , -1.7215  , -0.48393 , -0.50327 , -0.22508 ,  0.099192,\n",
              "         3.2095  , -0.31554 , -0.71754 , -1.6752  , -1.3537  ,  0.15195 ,\n",
              "         0.054557, -0.1633  , -0.027993,  0.3917  , -0.55007 , -0.079205,\n",
              "         0.63389 ,  0.51446 ,  0.70124 ,  0.27638 , -0.53445 ,  0.064808,\n",
              "        -0.21974 , -0.52048 ]),\n",
              " 'india': array([-0.20356 , -0.8707  , -0.19172 ,  0.73862 ,  0.18494 ,  0.14926 ,\n",
              "         0.48079 , -0.21633 ,  0.72753 , -0.36912 ,  0.13397 , -0.1143  ,\n",
              "        -0.18075 , -0.64683 , -0.18484 ,  0.83575 ,  0.48179 ,  0.76026 ,\n",
              "        -0.50381 ,  0.80743 ,  1.2195  ,  0.3459  ,  0.22185 ,  0.31335 ,\n",
              "         1.2066  , -1.8441  ,  0.14064 , -0.99715 , -1.1402  ,  0.32342 ,\n",
              "         3.2128  ,  0.42708 ,  0.19504 ,  0.80113 ,  0.38555 , -0.12568 ,\n",
              "        -0.26533 ,  0.055264, -1.1557  ,  0.16836 , -0.82228 ,  0.20394 ,\n",
              "         0.089235, -0.60125 , -0.032878,  1.3735  , -0.51661 ,  0.29611 ,\n",
              "         0.23951 , -1.3801  ]),\n",
              " 'defense': array([-0.19556 , -0.76193 ,  0.15324 ,  0.69566 ,  0.74593 , -0.3695  ,\n",
              "        -0.094714,  0.024439, -0.72206 , -0.91569 , -0.2707  ,  0.19101 ,\n",
              "        -0.70041 ,  0.32531 , -0.36935 , -0.33111 ,  0.22408 , -0.34193 ,\n",
              "        -0.29353 ,  0.23791 , -0.5413  ,  0.26922 , -0.37661 , -1.601   ,\n",
              "        -0.43304 , -2.304   ,  0.61779 , -0.27389 , -0.29025 , -0.12482 ,\n",
              "         2.8122  , -0.21196 , -0.54836 , -0.69872 ,  0.025805,  0.82105 ,\n",
              "         0.038331,  0.65872 , -0.19583 , -0.038347,  0.18242 ,  0.65239 ,\n",
              "         0.6486  , -0.11301 ,  0.31405 ,  0.20432 , -0.54168 ,  1.7445  ,\n",
              "        -0.32063 ,  0.70769 ]),\n",
              " 'asked': array([ 0.30223  , -0.037525 ,  0.064813 , -0.11347  ,  0.86964  ,\n",
              "        -0.34098  , -0.80298  ,  0.65853  , -0.42797  , -0.61368  ,\n",
              "        -0.1592   ,  0.56978  , -0.23922  , -0.1868   ,  1.0778   ,\n",
              "         0.46471  , -0.16932  , -0.37244  ,  0.53189  , -0.67248  ,\n",
              "         0.2037   ,  0.92642  ,  0.40655  , -0.12211  ,  0.35366  ,\n",
              "        -2.3814   ,  0.016283 , -0.029915 , -0.65479  , -0.75188  ,\n",
              "         2.3825   ,  0.078445 , -0.94136  , -0.50593  , -0.055964 ,\n",
              "        -0.58799  ,  0.48748  , -0.068667 ,  0.33584  ,  0.0062263,\n",
              "         0.055027 ,  0.80432  , -0.16203  , -0.049612 ,  0.26343  ,\n",
              "        -0.32295  , -0.78767  ,  0.45976  , -0.22192  ,  0.78108  ]),\n",
              " 'total': array([ 0.089247 ,  0.20641  ,  0.92205  ,  0.084207 ,  0.62311  ,\n",
              "         0.26284  ,  0.33257  , -0.52556  ,  0.85849  ,  0.047906 ,\n",
              "        -0.1977   , -1.0439   ,  0.10277  , -0.90759  ,  0.99732  ,\n",
              "        -0.92776  ,  0.23714  ,  0.29972  , -1.0949   , -0.31315  ,\n",
              "         0.14427  , -0.53134  ,  0.60712  , -0.84175  , -0.4563   ,\n",
              "        -0.2801   , -0.30272  , -0.56143  , -0.1071   ,  0.47755  ,\n",
              "         3.7739   ,  0.50036  ,  0.58046  ,  0.67764  ,  0.26814  ,\n",
              "        -0.19158  ,  0.73192  ,  0.1902   ,  0.16642  ,  0.10565  ,\n",
              "        -0.69207  , -0.56708  ,  0.77336  ,  0.22869  , -1.4824   ,\n",
              "        -0.067621 , -0.86072  ,  0.6989   ,  0.0096362, -0.23942  ]),\n",
              " 'october': array([-0.034101, -0.040679,  0.010665, -0.20693 , -0.27726 ,  0.050764,\n",
              "        -1.2111  ,  0.026478, -0.49594 , -0.56652 ,  0.58705 , -0.48588 ,\n",
              "        -0.43601 , -0.55925 ,  1.2235  ,  0.12247 , -1.2527  , -0.35821 ,\n",
              "        -1.7383  ,  0.92869 ,  1.4164  , -0.36431 ,  0.71451 , -0.48586 ,\n",
              "        -0.57347 , -1.1225  ,  0.52793 , -0.36691 , -0.093403,  1.0131  ,\n",
              "         2.8094  , -0.49318 , -0.76061 , -0.41597 ,  0.15791 , -0.61273 ,\n",
              "         0.71175 , -0.017713, -0.014221, -0.37319 , -0.56056 , -0.52797 ,\n",
              "        -0.32835 , -1.5208  , -0.53887 ,  0.03682 , -0.34725 , -0.7469  ,\n",
              "         0.041686, -0.03517 ]),\n",
              " 'players': array([-9.1399e-01,  8.4152e-02,  6.4889e-02,  3.8138e-01,  1.0120e-01,\n",
              "        -4.1253e-01, -1.0374e+00,  5.8694e-01, -1.0811e+00,  4.1565e-01,\n",
              "         7.5995e-01,  5.8594e-01, -1.0692e+00,  2.8048e-01,  1.0978e+00,\n",
              "        -2.2174e-02,  5.0837e-01, -1.1568e-02, -7.8902e-01, -1.2340e+00,\n",
              "        -1.1572e+00,  3.1983e-01,  4.2662e-01,  5.2228e-01, -2.8263e-01,\n",
              "        -1.1629e+00,  3.8899e-01, -5.7561e-01, -3.0536e-01, -1.0698e+00,\n",
              "         3.4031e+00,  1.2970e+00,  4.0442e-01, -5.0792e-01,  8.6177e-01,\n",
              "         7.7060e-01,  4.8023e-01,  4.9316e-01, -4.2102e-01, -8.6115e-01,\n",
              "        -1.3608e-02,  7.4204e-02,  3.6231e-02,  1.1018e+00,  1.3154e-01,\n",
              "         2.0627e-01, -2.9658e-03,  6.5953e-01, -7.2998e-01, -1.9931e-01]),\n",
              " 'bill': array([-0.95849 ,  0.17321 ,  0.25165 , -0.56145 , -0.12144 ,  1.5435  ,\n",
              "        -1.2893  , -0.97779 , -0.13548 , -0.60693 , -1.3781  ,  0.63347 ,\n",
              "         0.13316 ,  0.24632 ,  0.66026 , -0.044613,  0.40951 , -0.76167 ,\n",
              "         0.46753 , -0.66781 ,  0.29985 , -0.27481 , -0.54799 , -0.85682 ,\n",
              "         0.053088, -2.017   ,  0.74853 , -0.12783 ,  0.13205 , -0.21945 ,\n",
              "         2.2983  , -0.31768 , -0.86494 , -0.10863 , -0.081377, -0.70342 ,\n",
              "         0.46    , -0.33473 ,  0.043703, -0.75508 , -0.68971 ,  0.71438 ,\n",
              "        -0.083595,  0.015862, -0.52385 ,  0.17252 , -0.49874 ,  0.23081 ,\n",
              "        -0.36469 ,  1.5456  ]),\n",
              " 'important': array([ 0.65589 ,  0.66375 , -0.7962  ,  0.2687  ,  0.79673 , -0.024101,\n",
              "        -0.20269 , -0.1116  ,  0.26165 ,  0.086068,  0.16212 ,  0.25001 ,\n",
              "         0.036775, -0.083272, -0.22605 ,  0.098482,  0.89479 , -0.27339 ,\n",
              "         0.37018 , -0.13519 ,  0.026567, -0.7416  , -0.20439 ,  0.072959,\n",
              "         0.54386 , -1.3531  , -0.9265  , -0.42399 ,  0.19336 ,  0.028751,\n",
              "         3.6853  ,  0.051604, -0.021376, -1.1859  ,  0.12075 ,  0.074049,\n",
              "        -0.34252 ,  0.94405 , -0.61205 ,  0.41999 , -0.35065 , -0.28219 ,\n",
              "         0.03396 ,  0.14182 , -0.030903,  0.56881 , -0.28367 ,  0.57563 ,\n",
              "         0.15255 ,  0.044376]),\n",
              " 'southern': array([ 0.51257 , -0.041552, -0.69431 ,  0.51292 , -0.67821 , -0.38744 ,\n",
              "        -0.72136 ,  0.49718 ,  0.25563 , -0.98405 , -0.022843, -1.475   ,\n",
              "         0.75516 , -0.68126 , -0.99421 ,  0.21458 ,  0.23655 ,  0.61341 ,\n",
              "        -0.88823 ,  0.91171 , -0.62251 ,  0.022469, -0.074472,  0.77746 ,\n",
              "        -0.31118 , -1.8815  , -0.15067 ,  0.39978 ,  0.040089, -0.037724,\n",
              "         3.4443  , -0.2935  , -0.044281,  0.11398 ,  0.47431 , -0.092505,\n",
              "        -1.1266  , -0.43603 , -0.097254,  0.80732 , -0.78934 ,  0.78961 ,\n",
              "         0.59111 , -1.0429  , -0.053713,  0.64187 , -0.3844  , -0.25182 ,\n",
              "        -0.47089 , -0.6333  ]),\n",
              " 'move': array([ 0.4998   , -0.33632  ,  0.3645   , -0.14343  ,  0.038056 ,\n",
              "        -0.50057  , -0.49599  ,  0.41304  , -0.47859  , -0.041149 ,\n",
              "        -0.14854  ,  0.056416 , -0.6039   ,  0.050023 ,  0.12079  ,\n",
              "         0.74701  ,  0.52859  , -0.7595   , -0.2347   , -0.63323  ,\n",
              "         0.24317  , -0.38396  , -0.38743  ,  0.011426 ,  0.086758 ,\n",
              "        -1.7793   ,  0.52389  ,  0.20522  ,  0.48076  , -0.28723  ,\n",
              "         3.3883   ,  0.57645  , -0.57002  , -0.38274  , -0.39094  ,\n",
              "        -0.48831  , -0.082406 , -0.13689  , -0.38417  , -0.5988   ,\n",
              "        -0.22443  , -0.0069302, -0.032434 , -0.15128  ,  0.029392 ,\n",
              "         0.23027  ,  0.081415 ,  0.24245  , -0.097633 ,  0.18361  ]),\n",
              " 'fire': array([ 0.50905 , -0.36805 ,  0.41275 , -0.44637 , -0.017932, -0.12425 ,\n",
              "        -0.43753 ,  0.52016 , -0.1449  , -0.83957 , -0.32243 , -0.71141 ,\n",
              "        -0.43867 , -0.13184 , -0.27728 ,  0.011158,  0.097582,  0.5546  ,\n",
              "        -1.3955  , -0.58442 ,  0.25271 ,  0.74644 , -0.18067 , -0.46553 ,\n",
              "        -0.09358 , -1.4951  ,  0.2663  ,  0.55315 ,  1.103   , -0.06003 ,\n",
              "         3.0834  , -0.57123 , -0.91293 , -0.52011 ,  0.057919,  0.8553  ,\n",
              "         0.75373 , -1.2263  ,  0.60596 ,  0.76143 , -0.02809 , -0.077767,\n",
              "        -0.10431 , -0.50895 ,  0.92005 ,  0.21507 , -0.29191 , -0.03356 ,\n",
              "         0.056012, -0.43283 ]),\n",
              " 'population': array([ 0.36062 , -0.26441 ,  0.27259 , -0.96272 ,  1.0993  ,  0.82948 ,\n",
              "        -0.3688  , -1.1358  ,  0.30867 , -0.5805  ,  0.54634 , -1.6902  ,\n",
              "         1.6623  , -1.1231  ,  0.39183 , -0.084451,  0.52992 ,  0.051941,\n",
              "        -0.67467 ,  0.92963 , -0.96431 , -0.55312 ,  0.32131 ,  0.76165 ,\n",
              "         0.24344 , -0.57555 , -0.37746 , -0.69368 ,  0.11516 ,  0.71955 ,\n",
              "         3.3259  ,  0.18065 ,  0.46575 , -0.6896  ,  0.022578, -0.51935 ,\n",
              "        -0.45908 , -0.49501 ,  0.2609  ,  0.78993 , -1.3758  , -0.09019 ,\n",
              "         1.2402  ,  0.044465, -0.80741 ,  0.38581 , -0.565   , -0.12063 ,\n",
              "         0.21548 , -0.29169 ]),\n",
              " 'rose': array([-0.80901 ,  0.2091  ,  0.85659 ,  0.18123 ,  1.0849  , -0.075861,\n",
              "        -0.82726 , -0.96318 , -0.40827 ,  0.45425 ,  0.4642  , -0.58634 ,\n",
              "        -0.014735, -1.0625  ,  0.39668 ,  0.19313 , -1.2619  , -0.35233 ,\n",
              "        -1.019   , -0.63384 ,  1.2078  ,  0.18914 ,  0.055527, -1.117   ,\n",
              "        -0.7025  , -0.58161 ,  0.064159, -0.030037, -0.1067  ,  0.44689 ,\n",
              "         2.8481  ,  0.12098 ,  1.2057  ,  0.93686 ,  0.48936 , -1.5921  ,\n",
              "        -0.87753 , -0.32164 ,  1.0237  , -0.70042 , -0.54317 ,  0.1281  ,\n",
              "         0.54337 , -0.86638 ,  0.065663,  0.017083, -0.12465 , -0.61839 ,\n",
              "         0.14818 , -0.032635]),\n",
              " 'november': array([-0.13705  , -0.0096482,  0.032249 , -0.28297  , -0.17977  ,\n",
              "         0.15765  , -1.187    ,  0.12337  , -0.64185  , -0.65723  ,\n",
              "         0.35219  , -0.58353  , -0.41262  , -0.43109  ,  1.1541   ,\n",
              "         0.17294  , -1.1857   , -0.45218  , -1.5617   ,  0.79145  ,\n",
              "         1.3112   , -0.3989   ,  0.83317  , -0.49009  , -0.63722  ,\n",
              "        -1.204    ,  0.53379  , -0.44222  , -0.080647 ,  1.0653   ,\n",
              "         2.7431   , -0.47278  , -1.0052   , -0.56003  ,  0.30574  ,\n",
              "        -0.75297  ,  0.63968  ,  0.14081  , -0.039269 , -0.47265  ,\n",
              "        -0.69922  , -0.50611  , -0.38973  , -1.4364   , -0.62048  ,\n",
              "         0.21717  , -0.32591  , -0.62959  ,  0.15773  ,  0.071523 ]),\n",
              " 'include': array([ 5.0043e-01,  1.0744e+00, -5.3345e-01,  5.1726e-01, -5.2573e-01,\n",
              "         7.2551e-01, -5.4804e-01, -1.0002e+00,  2.5186e-01, -2.0440e-02,\n",
              "        -9.9209e-02,  4.5491e-01,  3.1681e-01, -1.8062e-01,  8.0035e-02,\n",
              "        -7.0226e-02,  1.3891e-01,  3.8706e-02,  1.6028e-01, -7.0699e-01,\n",
              "         4.7490e-01, -2.9997e-01,  7.7206e-02,  1.7271e-01, -7.3797e-01,\n",
              "        -6.2421e-01, -5.3528e-01, -6.1884e-01, -5.5645e-01, -2.7205e-01,\n",
              "         3.3732e+00,  3.8738e-02, -3.4675e-02, -5.4361e-01,  6.0452e-01,\n",
              "         5.0060e-01, -3.7576e-02, -1.6968e-01, -1.9054e-01,  3.3298e-01,\n",
              "        -1.8487e-02,  4.6841e-01,  2.3692e-01,  9.5917e-04,  6.1204e-01,\n",
              "         2.3172e-01, -3.0146e-01,  8.3964e-02, -4.1002e-01,  1.6558e-01]),\n",
              " 'further': array([ 8.0098e-01, -8.1569e-02,  4.8320e-02, -3.5544e-01, -4.5500e-01,\n",
              "         2.5976e-01,  2.4341e-01,  3.4395e-01,  7.6992e-02, -2.1990e-01,\n",
              "         9.0662e-02,  1.4281e-01, -6.0038e-01, -8.5329e-01,  1.1910e-01,\n",
              "         5.1099e-01,  2.3563e-02, -1.1101e+00,  7.3212e-03, -3.3359e-01,\n",
              "         9.2229e-01, -3.5138e-01,  3.0701e-01, -6.0216e-01,  3.3895e-01,\n",
              "        -1.1713e+00,  2.0029e-01, -1.7076e-01,  1.4416e-01,  4.9189e-01,\n",
              "         3.7796e+00,  2.2838e-01,  2.4394e-01, -8.3413e-01, -4.6216e-02,\n",
              "        -1.4010e-01, -7.1935e-02, -4.4768e-02, -4.7610e-01, -1.3331e-01,\n",
              "        -5.4621e-01, -3.8734e-01,  3.2713e-01, -4.2657e-01, -2.5027e-03,\n",
              "        -9.5912e-02,  2.4283e-01,  6.8612e-01,  1.1917e-01, -3.4875e-01]),\n",
              " 'nuclear': array([ 0.58108 ,  0.66825 ,  1.0771  ,  0.34879 , -0.34613 ,  0.20463 ,\n",
              "         0.78436 ,  0.11287 ,  0.77594 ,  0.43579 ,  0.18566 , -0.20375 ,\n",
              "        -0.53369 ,  0.55578 , -0.099609,  1.1739  ,  0.83277 ,  1.2848  ,\n",
              "        -0.19772 ,  0.41573 ,  1.1255  , -0.31634 ,  0.22493 , -1.0348  ,\n",
              "         0.28462 , -2.7709  ,  0.80654 ,  0.24704 ,  0.64272 ,  0.41439 ,\n",
              "         2.4058  , -1.1552  , -1.3758  , -0.90799 ,  0.20109 , -0.29947 ,\n",
              "         0.10769 ,  0.29975 , -0.94256 ,  0.26281 , -0.17048 , -1.1831  ,\n",
              "         0.99454 , -0.50074 ,  1.0424  ,  0.8123  , -0.20606 ,  1.9433  ,\n",
              "        -1.2817  , -0.49774 ]),\n",
              " 'street': array([ 1.0499e-01,  3.9576e-02,  2.5295e-01, -9.9776e-01,  4.7193e-01,\n",
              "        -1.0612e+00, -9.7502e-01, -3.1134e-01,  1.6424e-01, -2.2771e-01,\n",
              "        -1.5832e+00, -5.2040e-01, -1.0451e+00, -4.6424e-01, -7.5864e-01,\n",
              "        -4.0436e-01, -9.4728e-02, -5.7213e-01, -7.5214e-01, -6.4862e-01,\n",
              "         1.3734e+00, -2.0296e-01, -9.8713e-01,  6.3052e-01, -4.0843e-01,\n",
              "        -1.4155e+00, -2.7149e-01,  6.3777e-01,  7.1901e-02, -2.9919e-01,\n",
              "         2.7974e+00, -2.2549e-01,  1.2300e+00, -2.7957e-01, -1.3617e-01,\n",
              "        -6.5338e-01, -2.0633e-02, -6.3935e-01,  1.2992e-01, -6.4710e-02,\n",
              "        -4.1360e-01,  1.5030e-02, -4.6495e-01, -3.6311e-01,  3.5067e-01,\n",
              "         5.3430e-01, -9.4085e-03, -1.8590e+00,  6.7313e-01, -2.5878e-03]),\n",
              " 'taken': array([ 8.9173e-01, -2.0309e-01, -7.0216e-02, -5.9429e-01,  3.5246e-01,\n",
              "        -1.1412e-01, -4.8702e-01,  4.4325e-01,  2.2071e-01, -2.0085e-01,\n",
              "         2.0269e-01, -5.7646e-02, -3.1540e-01, -1.9960e-01,  4.1387e-01,\n",
              "         2.4245e-01, -1.6135e-01, -5.1214e-01, -4.2707e-01, -2.9396e-01,\n",
              "         6.9218e-02,  5.2691e-01,  4.0494e-01, -1.8440e-01, -4.2019e-02,\n",
              "        -1.7872e+00, -3.4064e-01, -2.3479e-03,  1.4808e-01, -2.3022e-01,\n",
              "         3.1435e+00, -3.7137e-02, -4.2791e-01, -6.7301e-01,  3.1477e-01,\n",
              "         2.6581e-01,  6.2014e-01,  1.8906e-01, -1.7701e-01, -9.5113e-03,\n",
              "        -1.1139e-01, -8.0193e-03,  2.8246e-01,  8.7916e-02,  1.8167e-01,\n",
              "        -3.4941e-01, -4.0559e-01, -6.7306e-02,  2.2593e-01, -3.9106e-01]),\n",
              " 'media': array([-9.0994e-03, -6.7391e-02,  4.9534e-01,  8.8931e-01, -3.9260e-01,\n",
              "        -4.7899e-01, -7.5887e-01, -6.9709e-01, -3.2586e-02,  4.1326e-01,\n",
              "         5.2519e-02,  1.7307e-03, -5.1421e-01,  3.2273e-01,  1.8173e-01,\n",
              "         6.3402e-02, -2.5607e-01,  1.5822e-01, -1.9918e-01, -2.6366e-01,\n",
              "         9.4409e-01,  8.3288e-01,  2.6201e-01,  3.5369e-01, -1.3588e-01,\n",
              "        -1.7155e+00, -7.5341e-01, -1.7803e-01, -5.7154e-01,  3.3423e-01,\n",
              "         3.0793e+00, -9.0306e-02,  2.7225e-01, -1.2576e+00, -1.4392e+00,\n",
              "        -1.5501e-01, -5.9176e-01, -5.7594e-01, -6.1153e-01, -2.9858e-01,\n",
              "         1.0629e+00,  4.9897e-01, -2.6712e-01,  4.6040e-01,  1.0098e-01,\n",
              "        -2.1047e-01, -9.2839e-01,  8.0393e-01,  7.2667e-02, -1.9464e-03]),\n",
              " 'different': array([ 0.50113 ,  0.41569 , -0.29695 ,  0.10243 ,  0.41572 ,  0.70124 ,\n",
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              "        -0.068226,  0.21065 ,  0.052   ,  0.10911 ,  0.069841,  0.023721,\n",
              "         0.076539, -1.2528  , -0.25439 , -0.053507,  1.0071  ,  0.71453 ,\n",
              "         0.21825 , -0.49822 , -1.0179  , -0.34392 ,  0.17144 , -0.55879 ,\n",
              "         4.0882  ,  0.17536 ,  0.1053  , -1.294   ,  0.70787 ,  0.18151 ,\n",
              "        -0.13555 ,  0.32992 , -0.85925 ,  0.56715 , -0.28607 , -0.072084,\n",
              "         0.39025 ,  0.77524 , -0.019722,  0.2923  ,  0.32779 ,  0.16057 ,\n",
              "        -0.50284 ,  0.052809]),\n",
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              "         0.034575, -0.42115 ,  0.1065  , -0.66252 , -0.65648 , -0.032601,\n",
              "        -0.28544 ,  0.16409 ,  1.0008  ,  0.45067 , -0.32211 , -0.43219 ,\n",
              "         0.59451 , -0.064185,  0.7107  ,  0.023696,  0.41202 , -0.1931  ,\n",
              "         0.3032  , -2.1344  , -0.096689,  0.34065 ,  0.17503 ,  0.42084 ,\n",
              "         3.0067  , -0.39575 , -0.67946 , -0.5203  , -0.46329 , -0.74343 ,\n",
              "        -0.21211 , -0.44892 , -0.87834 , -0.61563 , -0.64452 , -0.30718 ,\n",
              "         0.37167 ,  0.30053 , -0.30654 ,  0.19544 , -0.13802 ,  1.2357  ,\n",
              "        -0.16794 , -0.069801]),\n",
              " 'received': array([-5.4145e-02,  7.2980e-01,  1.6229e-03, -4.4068e-01,  1.5912e-01,\n",
              "         5.3178e-01, -7.0194e-01,  1.5198e-01,  1.3031e-01,  1.6476e-01,\n",
              "         2.4064e-01, -2.7987e-02,  4.4239e-01, -7.9430e-01,  6.0580e-01,\n",
              "        -8.5314e-01, -9.0057e-01, -3.0576e-02, -6.7777e-01, -2.3208e-02,\n",
              "         6.1149e-01,  3.3867e-01,  5.3693e-01, -9.3423e-01, -3.5544e-01,\n",
              "        -1.5950e+00, -1.8236e-01, -6.4329e-01, -1.1814e+00, -1.5610e-01,\n",
              "         2.7987e+00,  2.1760e-01, -1.8034e-01, -6.0257e-01,  5.3631e-01,\n",
              "         7.7195e-02,  8.3558e-01,  2.9713e-01,  2.0219e-01, -4.1437e-01,\n",
              "         4.6622e-01,  4.0304e-01, -2.6113e-01, -2.5432e-01, -7.4666e-01,\n",
              "        -5.8930e-01, -7.2256e-01,  6.4339e-01, -2.6776e-01,  1.3484e-01]),\n",
              " 'secretary': array([-0.14508 ,  0.14645 , -0.76128 ,  0.38553 ,  0.74353 , -0.85069 ,\n",
              "        -0.36512 , -0.23606 , -0.45598 , -2.2532  , -0.36514 ,  1.2269  ,\n",
              "        -0.4517  ,  0.080076,  0.35906 ,  0.057693,  0.0224  , -0.30034 ,\n",
              "         0.77982 , -0.042606, -0.070339,  0.17696 ,  0.52656 , -1.0707  ,\n",
              "         0.39665 , -1.8003  ,  0.94531 , -0.062871, -1.6083  ,  0.76949 ,\n",
              "         2.3832  , -0.34606 , -1.0622  , -0.48185 , -0.40752 , -0.61545 ,\n",
              "        -0.011299,  0.15103 , -0.13221 ,  0.52839 , -0.85786 ,  1.1558  ,\n",
              "        -0.35048 , -1.3524  ,  0.22705 ,  0.29751 , -1.3352  ,  0.56035 ,\n",
              "         0.27708 ,  1.1954  ]),\n",
              " 'return': array([ 0.44285 ,  0.31399 ,  0.20969 , -0.39017 ,  0.37531 , -0.53613 ,\n",
              "        -0.9145  ,  0.88797 , -0.054453,  0.14011 ,  0.16347 ,  0.34674 ,\n",
              "        -0.33892 , -0.3629  ,  0.90759 ,  0.53338 ,  0.32981 , -0.6786  ,\n",
              "        -0.33898 ,  0.17194 ,  0.234   ,  0.22899 , -0.1818  , -0.44743 ,\n",
              "        -0.010598, -1.71    ,  0.52325 , -0.42484 ,  0.58099 , -0.012865,\n",
              "         3.126   ,  0.72354 , -1.0302  ,  0.068525,  0.2855  ,  0.13001 ,\n",
              "         0.12071 , -0.028323, -0.14603 , -0.67074 , -0.26532 ,  0.046413,\n",
              "        -0.2176  , -0.31415 , -0.57202 , -0.1538  , -0.055531,  0.215   ,\n",
              "        -0.37976 , -0.30644 ]),\n",
              " 'college': array([-1.2283e+00,  1.4176e+00, -6.8625e-01, -1.1615e+00, -1.9627e-03,\n",
              "        -5.2577e-01, -1.5977e+00, -2.5307e-01, -2.1699e-01, -5.6572e-01,\n",
              "        -1.4248e-01,  1.5765e-01,  1.8763e-01, -1.3173e+00, -5.3438e-01,\n",
              "         2.0573e-01, -4.7985e-01,  1.0476e+00, -5.0750e-01,  7.7326e-01,\n",
              "         3.9774e-01,  7.0346e-01, -3.2232e-01,  6.0171e-01, -1.3352e-01,\n",
              "        -1.8420e+00, -9.2598e-02, -1.1288e+00, -1.4859e+00, -8.6235e-01,\n",
              "         2.5976e+00,  6.6146e-01, -5.4094e-02, -1.5755e+00,  1.1185e+00,\n",
              "         1.3911e-01, -2.6915e-01,  5.7159e-01,  1.3328e+00, -2.4861e-01,\n",
              "        -6.8554e-01, -4.3956e-01, -8.6744e-01,  9.5772e-01, -6.7349e-01,\n",
              "         3.6049e-01,  6.1952e-01, -2.6356e-01, -3.7150e-01,  3.2093e-01]),\n",
              " 'working': array([ 0.25792  , -0.14413  , -0.035634 , -0.60551  ,  0.11004  ,\n",
              "        -0.058799 , -1.2209   , -0.031605 , -0.023699 , -0.37419  ,\n",
              "         0.28924  ,  0.12331  , -0.31903  ,  0.65017  ,  0.28362  ,\n",
              "        -0.20956  ,  0.30423  ,  0.75571  ,  0.47964  , -0.41976  ,\n",
              "         0.68923  ,  0.92026  ,  0.070798 ,  0.3948   ,  0.24721  ,\n",
              "        -1.4038   , -0.14209  , -0.6946   , -0.035052 ,  0.0041205,\n",
              "         3.4024   ,  0.036271 , -0.58483  , -0.72107  ,  0.036996 ,\n",
              "         0.33065  , -0.27332  ,  0.51897  ,  0.3499   ,  0.061199 ,\n",
              "        -0.36178  , -0.26534  ,  0.4271   ,  0.0081181,  0.19844  ,\n",
              "        -0.38564  , -0.35535  ,  0.032932 , -0.50055  ,  0.54358  ]),\n",
              " 'community': array([ 0.14774  ,  0.62713  , -0.81852  , -0.16878  ,  0.44055  ,\n",
              "        -0.12515  , -0.87369  , -0.060084 ,  0.48804  , -0.23463  ,\n",
              "        -0.017574 , -0.70673  ,  0.77392  , -0.82772  , -0.69719  ,\n",
              "         0.076588 ,  0.98306  ,  0.58452  ,  0.77501  ,  0.30231  ,\n",
              "         0.0059052,  0.58345  , -1.0178   ,  1.1176   , -0.13487  ,\n",
              "        -1.2102   , -0.095842 , -0.70611  , -0.54565  , -0.12818  ,\n",
              "         3.4346   ,  0.12549  , -0.35702  , -1.3685   , -0.32705  ,\n",
              "        -0.25489  , -0.52943  , -0.90213  ,  0.28179  ,  0.22691  ,\n",
              "        -0.47532  , -0.51934  , -0.32232  ,  0.07629  , -0.10132  ,\n",
              "         0.47723  , -0.83698  ,  0.021588 , -0.36972  ,  0.14843  ]),\n",
              " 'eight': array([ 0.0691  ,  0.42247 ,  0.67768 ,  0.22944 ,  0.40694 ,  0.60352 ,\n",
              "        -0.74431 ,  0.25769 , -0.24504 , -0.46178 , -0.52454 , -0.91074 ,\n",
              "        -0.49691 ,  0.52518 ,  0.59525 , -1.0125  , -0.1745  , -0.15636 ,\n",
              "        -1.3133  , -0.20655 , -0.036517,  0.17894 ,  0.76015 , -0.16871 ,\n",
              "        -0.52895 , -0.8503  ,  0.46335 , -0.67872 , -0.39183 , -0.4092  ,\n",
              "         3.5699  ,  0.55358 ,  0.076693,  0.38853 ,  1.1011  ,  0.53138 ,\n",
              "         0.49286 ,  0.31955 , -0.18245 ,  0.014887, -0.85835 , -0.19661 ,\n",
              "         0.6663  ,  0.1232  , -0.046825,  0.19542 , -0.38691 , -0.10834 ,\n",
              "        -0.33741 , -0.79467 ]),\n",
              " 'groups': array([ 0.54097 , -0.36081 , -0.094686, -0.044767,  0.19041 ,  0.54394 ,\n",
              "        -0.36579 , -0.37403 , -0.21483 ,  0.018898,  0.18179 , -0.8703  ,\n",
              "         0.044228,  0.40601 , -0.73222 , -0.54783 ,  0.82283 , -0.34584 ,\n",
              "         0.35227 , -0.49577 , -0.10206 ,  0.067755,  0.64394 ,  0.87022 ,\n",
              "        -1.118   , -1.1944  , -0.25664 , -1.0031  , -0.73176 , -0.034812,\n",
              "         3.8694  ,  0.31731 , -0.686   , -0.98768 , -0.55698 , -0.37387 ,\n",
              "        -0.64957 , -1.0643  , -0.93966 ,  0.73734 , -0.50889 , -0.39139 ,\n",
              "         0.10438 ,  0.59187 ,  1.0124  , -0.47039 , -1.1576  ,  0.32248 ,\n",
              "        -0.63244 , -0.52289 ]),\n",
              " 'despite': array([-0.032352 ,  0.03639  , -0.15678  , -0.16962  , -0.21591  ,\n",
              "         0.28524  , -0.374    ,  0.66093  , -0.1103   ,  0.38074  ,\n",
              "        -0.1797   , -0.42795  , -0.76711  , -0.53846  ,  0.44395  ,\n",
              "        -0.0088382, -0.11528  , -0.94182  , -0.54925  , -0.30462  ,\n",
              "        -0.22144  ,  0.25338  , -0.11129  , -0.76344  ,  0.066263 ,\n",
              "        -1.6846   ,  0.13024  ,  0.24569  ,  0.43802  ,  0.99332  ,\n",
              "         3.428    ,  0.68616  ,  0.37796  , -0.57252  , -0.014435 ,\n",
              "        -0.072911 , -0.18705  ,  0.10746  , -0.77588  , -0.79676  ,\n",
              "        -0.59646  , -0.024493 , -0.19373  ,  0.009158 ,  0.1314   ,\n",
              "         0.024717 , -0.31491  ,  0.6786   , -0.069295 , -0.56524  ]),\n",
              " 'level': array([-0.385   ,  1.0336  ,  0.18552 , -0.45638 ,  0.28177 , -0.81713 ,\n",
              "         0.71709 , -0.15206 ,  0.11827 , -0.095164,  0.41868 , -0.51292 ,\n",
              "        -0.23463 , -0.1674  ,  0.064439,  0.24206 ,  0.29985 ,  0.25919 ,\n",
              "        -0.64696 , -0.46723 ,  0.071163, -0.19472 ,  0.33513 , -0.1589  ,\n",
              "        -0.3721  , -1.0626  ,  0.4403  ,  0.28488 , -0.43204 ,  0.86569 ,\n",
              "         3.9309  ,  0.58216 ,  0.42233 , -1.1462  ,  0.53437 ,  0.11361 ,\n",
              "         0.13846 ,  0.30984 ,  0.10915 , -0.60892 , -0.47173 , -0.56053 ,\n",
              "         0.44492 ,  0.35458 , -0.40164 , -0.35056 ,  0.89285 ,  0.66288 ,\n",
              "         0.23385 , -0.15513 ]),\n",
              " 'largest': array([ 0.6459  ,  0.13567 ,  0.27403 ,  1.116   ,  0.67439 ,  0.013652,\n",
              "        -0.92739 , -0.26225 ,  1.1518  ,  0.16964 ,  0.41701 , -1.1289  ,\n",
              "         0.5658  ,  0.2001  , -0.35622 , -0.26753 ,  0.35407 ,  0.67866 ,\n",
              "        -0.64532 ,  0.12476 ,  0.88186 , -1.3974  , -1.1742  ,  0.18067 ,\n",
              "        -1.3925  , -1.2578  , -0.74579 , -0.32986 , -0.68098 ,  0.56655 ,\n",
              "         3.5066  , -0.21458 ,  0.73409 ,  0.58448 , -0.35771 , -0.48981 ,\n",
              "        -0.80828 , -0.058645,  0.43513 , -0.048612, -0.36453 , -0.21352 ,\n",
              "         0.16061 , -0.098964, -0.01657 ,  0.45465 , -1.1041  ,  0.18085 ,\n",
              "        -0.13659 , -0.71937 ]),\n",
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              "         0.88978  , -0.84616  , -0.22329  , -0.13965  ,  0.21015  ,\n",
              "         0.041051 ,  0.036868 , -0.43291  ,  0.31245  ,  0.16867  ,\n",
              "        -0.42428  , -0.10048  , -0.0086739,  0.096906 , -0.14419  ,\n",
              "        -0.63107  ,  0.46092  , -0.42743  , -0.12578  , -0.24961  ,\n",
              "        -1.883    , -0.72014  , -0.17991  , -0.19611  ,  0.56781  ,\n",
              "         3.0036   , -0.26341  ,  0.20464  , -0.21661  ,  0.24502  ,\n",
              "         0.15849  , -0.52918  ,  0.21815  , -0.0597   , -0.32622  ,\n",
              "        -0.19889  ,  0.77259  , -0.22007  ,  0.18958  ,  0.013185 ,\n",
              "        -0.24985  , -0.63691  , -0.35369  , -0.14443  , -0.28997  ]),\n",
              " 'attacks': array([ 1.6328  , -0.8316  ,  0.74958 , -0.24457 , -0.11073 ,  0.42521 ,\n",
              "         0.25372 ,  0.091321,  0.049286, -0.063791, -0.80709 , -1.1106  ,\n",
              "        -0.91875 , -0.12314 , -0.22314 , -0.16807 , -0.083347, -0.71348 ,\n",
              "        -1.1098  ,  0.72527 ,  0.12889 ,  0.34234 ,  0.47724 ,  0.053841,\n",
              "        -0.36608 , -2.0657  , -0.33174 , -0.27052 ,  0.92421 ,  0.41288 ,\n",
              "         2.8983  ,  0.28728 , -0.39864 , -0.95411 ,  0.067298,  0.28889 ,\n",
              "        -0.013711, -1.3975  , -1.4479  ,  0.75278 , -0.60479 ,  0.53699 ,\n",
              "         0.28963 , -0.58662 ,  1.6159  , -0.048896, -0.59347 ,  0.87215 ,\n",
              "         0.2265  , -0.22236 ]),\n",
              " 'germany': array([ 0.31098 ,  0.05573 ,  0.27293 , -0.79354 ,  0.15301 ,  0.68547 ,\n",
              "        -0.042667,  0.23203 , -0.90976 , -0.71177 ,  1.1649  , -1.1234  ,\n",
              "        -1.2657  , -0.3255  ,  0.96688 ,  0.25919 ,  0.57671 , -0.55244 ,\n",
              "        -0.73962 ,  0.57585 ,  0.67452 , -1.1339  , -0.74452 ,  0.7491  ,\n",
              "        -0.20376 , -2.0823  ,  0.081193, -0.29871 , -0.64778 ,  0.17616 ,\n",
              "         2.4315  ,  0.79447 ,  0.40519 , -0.011954, -1.1833  , -0.91463 ,\n",
              "        -0.013852,  1.4251  , -0.32726 , -0.2092  ,  0.76412 , -0.55271 ,\n",
              "         1.5657  , -1.4095  ,  0.51719 ,  0.40492 , -0.07026 ,  0.2994  ,\n",
              "        -0.34246 , -0.28954 ]),\n",
              " 'august': array([-0.031077, -0.044044,  0.035664, -0.35683 , -0.25715 ,  0.05608 ,\n",
              "        -1.2219  ,  0.24309 , -0.50578 , -0.67433 ,  0.59436 , -0.58955 ,\n",
              "        -0.3819  , -0.70696 ,  1.2849  ,  0.091862, -1.1486  , -0.4067  ,\n",
              "        -1.7692  ,  0.89525 ,  1.342   , -0.40481 ,  0.72534 , -0.46043 ,\n",
              "        -0.5613  , -1.141   ,  0.46831 , -0.49546 , -0.016617,  1.0436  ,\n",
              "         2.6812  , -0.45632 , -0.75605 , -0.41572 ,  0.15495 , -0.53108 ,\n",
              "         0.6275  ,  0.1193  ,  0.017494, -0.28559 , -0.49451 , -0.4529  ,\n",
              "        -0.25096 , -1.5547  , -0.45132 , -0.031575, -0.18313 , -0.75871 ,\n",
              "        -0.052665,  0.037838]),\n",
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              "        -0.05304 , -0.5183  , -0.24175 ,  0.030587,  0.1394  ,  0.3424  ,\n",
              "        -0.43617 ,  0.13271 ,  0.44411 ,  0.93805 ,  0.31023 , -0.66623 ,\n",
              "         0.30407 , -1.0227  , -0.17443 , -0.3182  ,  0.006472, -0.203   ,\n",
              "         0.6764  , -1.4509  , -0.64092 , -0.036865,  0.52866 ,  0.53492 ,\n",
              "         3.6185  ,  0.43604 , -0.85961 , -1.0646  , -0.37223 , -0.67512 ,\n",
              "         0.046302, -0.048859, -0.25654 , -0.20556 , -0.77933 ,  0.015518,\n",
              "        -0.29186 ,  0.12353 , -0.17685 ,  0.30804 ,  0.31609 ,  0.5478  ,\n",
              "         0.32895 ,  0.65252 ]),\n",
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              "        -0.86823 , -0.058177, -0.65849 , -0.5575  , -0.2714  , -0.19997 ,\n",
              "        -0.026978, -1.0846  , -0.13671 ,  0.029571, -0.65488 , -0.5744  ,\n",
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              "        -0.41281 , -1.2624  ,  0.092057, -0.053854, -0.60829 , -0.22172 ,\n",
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              "         1.4833e+00, -5.0715e-01, -7.3841e-01,  4.7889e-01,  3.9811e-01,\n",
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              "         6.5313e-01, -7.7528e-01, -9.8685e-01,  6.2768e-01, -1.5063e-01,\n",
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              "         1.2181e+00, -3.4753e-01,  1.3133e+00, -1.2171e+00,  1.0170e+00,\n",
              "        -5.3184e-01, -7.3952e-02,  8.6380e-01,  1.4093e-02, -2.3443e-01]),\n",
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              "        -0.76811 , -0.66107 , -0.99042 , -0.25281 , -0.67901 , -0.53127 ,\n",
              "         0.36827 ,  0.38443 ]),\n",
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              "        -0.069858 , -0.0099686,  0.11949  , -0.59779  , -0.053261 ]),\n",
              " 'having': array([ 0.33622 , -0.065714, -0.17418 , -0.51548 ,  0.41    ,  0.73034 ,\n",
              "        -0.62248 ,  0.486   , -0.43061 ,  0.031813,  0.44374 ,  0.31894 ,\n",
              "        -0.68884 , -0.43057 ,  0.77348 ,  0.056255, -0.18135 ,  0.030271,\n",
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              "         3.2944  ,  0.33868 ,  0.2097  , -0.68235 ,  0.32398 ,  0.206   ,\n",
              "         0.20842 ,  0.75308 , -0.32878 , -0.496   , -0.18261 , -0.25741 ,\n",
              "        -0.058479,  0.56971 , -0.28183 , -0.37065 , -0.59989 , -0.30235 ,\n",
              "        -0.087409, -0.3429  ]),\n",
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              "        -0.47554 , -0.54431 ,  1.1389  , -0.35878 , -0.70361 , -0.19412 ,\n",
              "        -1.596   ,  0.69304 ,  0.34483 ,  0.69258 ,  1.2101  , -0.43069 ,\n",
              "        -0.4838  , -0.42663 ,  0.88732 , -0.68869 ,  0.15417 , -0.16774 ,\n",
              "         3.1051  ,  0.53062 , -0.36812 ,  0.11897 ,  0.91967 , -0.41032 ,\n",
              "         0.68473 ,  0.22492 ,  0.50781 ,  0.11925 , -0.62217 , -0.40318 ,\n",
              "         0.88389 , -0.68802 , -0.96383 , -0.10066 , -0.4356  , -0.5387  ,\n",
              "         0.32982 , -0.094697]),\n",
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              "         0.55534  ,  0.23268  , -0.013911 , -0.0090835, -0.60868  ,\n",
              "         0.11358  ,  0.45878  ,  0.42078  , -0.52664  ,  0.54239  ,\n",
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              "         3.1056   , -0.60116  ,  0.19298  , -1.9592   , -0.55103  ,\n",
              "        -0.47018  , -0.70315  ,  0.95543  ,  1.3444   ,  0.15053  ,\n",
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              "        -0.19284  ,  0.52146  ,  1.1693   , -0.17361  ,  0.89113  ]),\n",
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              "         0.60577 ,  0.29845 , -0.1837  , -0.26064 , -0.038707,  0.11412 ,\n",
              "        -0.72028 , -1.2694  , -0.73858 ,  0.3357  ,  0.44293 ,  0.02566 ,\n",
              "        -0.97692 , -1.6867  , -0.88665 ,  0.75824 ,  0.18836 , -0.6932  ,\n",
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              "        -0.66685 , -0.86056 , -0.093886, -0.74592 , -0.062858,  0.54547 ,\n",
              "         0.28987 , -0.26887 ,  0.71881 , -0.074307, -0.18512 , -1.2621  ,\n",
              "        -0.3246  , -0.56563 ]),\n",
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              "         0.056176, -0.41852 , -0.7217  ,  0.14392 , -1.1009  ,  0.26455 ,\n",
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              "        -0.60833 , -1.0132  ,  0.49926 , -1.015   , -0.14751 ,  0.41612 ,\n",
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              "         0.094942, -0.11031 ,  0.33915 ,  0.54325 ,  0.6401  , -0.31586 ,\n",
              "         0.049959,  0.43183 , -0.19109 , -0.19309 , -0.60553 ,  0.4603  ,\n",
              "         0.3726  ,  0.87739 ]),\n",
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              "         0.53611  ,  0.75459  , -0.4112   ,  0.23625  ,  0.26451  ]),\n",
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              "         0.28706,  0.43087]),\n",
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              "        -7.8398e-01, -8.9708e-01,  3.8810e-01, -9.4668e-01, -4.2240e-02,\n",
              "        -2.2959e-03, -2.8459e-01,  1.4281e+00, -7.1529e-01,  2.2455e-01,\n",
              "         9.3295e-01, -3.7634e-01,  1.6061e-01, -6.6537e-01, -5.2696e-01]),\n",
              " 'sales': array([-0.10402 , -0.72575 ,  1.0767  ,  0.25689 ,  0.067883,  0.13208 ,\n",
              "        -1.3969  , -1.5395  ,  0.92602 ,  0.84846 ,  0.41672 , -0.42337 ,\n",
              "        -0.62244 , -0.77882 ,  1.1413  ,  0.31889 , -1.2934  , -0.32042 ,\n",
              "        -0.22634 , -1.1089  ,  1.4503  , -1.0217  , -0.43681 , -0.3789  ,\n",
              "        -1.0921  , -0.81777 , -0.77469 , -0.03369 ,  0.70634 ,  0.42606 ,\n",
              "         3.3199  ,  0.72523 ,  0.98636 ,  0.66193 ,  0.27779 , -0.96095 ,\n",
              "        -0.45733 ,  0.45527 ,  0.11244 , -0.72487 , -0.36301 ,  0.12385 ,\n",
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              "        -0.41448 ,  0.34936 , -0.3094  ,  0.2021  ,  0.34821 , -0.62733 ,\n",
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              "         0.098102, -2.1885  ,  0.54378 , -0.095261, -0.22642 ,  0.77881 ,\n",
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              "        -0.41575 ,  0.12681 , -0.61411 , -0.08939 , -0.62214 , -0.15759 ,\n",
              "         0.4632  ,  0.3023  ,  0.10922 , -0.22726 , -0.023767,  1.4554  ,\n",
              "         0.27837 ,  0.91626 ]),\n",
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              "        -0.01125 , -1.0183  ,  0.85982 ,  0.5259  , -0.57623 ,  0.35328 ,\n",
              "        -0.29219 , -0.17721 ]),\n",
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              "         0.60187 , -0.8531  , -0.97557 ,  0.69911 ,  0.79906 ,  0.25202 ,\n",
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              "         0.34845 , -1.1528  , -0.31986 ,  0.60528 , -0.42123 , -0.19541 ,\n",
              "        -0.23275 , -1.0209  ]),\n",
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              "        -0.049586,  0.84537 ,  0.1666  ,  0.12978 , -0.064778,  0.018768,\n",
              "        -0.27923 ,  0.63889 ]),\n",
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              "         3.679   ,  0.55571 ,  0.51758 , -0.46839 , -0.60765 ,  0.082281,\n",
              "        -0.94349 , -0.38319 , -0.3827  ,  0.70752 , -0.56429 ,  0.48173 ,\n",
              "         0.38864 ,  0.038322, -0.21097 ,  0.14094 ,  0.14637 , -0.91432 ,\n",
              "        -0.6157  , -1.3112  ]),\n",
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              "         0.32843 , -1.1537  ,  0.84065 ,  0.45654 ,  0.078976, -1.1017  ,\n",
              "         1.0314  , -0.83946 ,  1.4729  , -0.53039 , -0.15021 ,  0.64623 ,\n",
              "        -1.5586  , -0.59555 ,  0.79827 , -0.68249 ,  0.85241 , -0.15479 ,\n",
              "        -0.22179 , -0.25036 ,  0.5984  , -0.29707 , -0.081449,  0.40248 ,\n",
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              "        -0.23604 , -0.55894 ,  0.24054 ,  0.88643 ,  0.26991 , -0.68754 ,\n",
              "         0.037108, -0.22213 ,  0.24311 , -1.4992  , -0.42624 , -0.86016 ,\n",
              "         0.31334 , -0.48929 ,  0.24526 ,  0.14558 ,  0.34915 ,  1.3622  ,\n",
              "         3.9114  ,  0.841   ,  1.2141  , -0.60177 , -0.43122 , -0.93663 ,\n",
              "        -0.97481 ,  0.61869 ,  0.35766 , -0.63933 , -1.5266  , -0.55207 ,\n",
              "        -0.46388 , -0.71072 ,  0.43589 , -0.47324 ,  0.61274 ,  0.30331 ,\n",
              "         0.67115 ,  0.51056 ]),\n",
              " 'yet': array([ 0.6935  , -0.13892 , -0.10862 , -0.18671 ,  0.56311 ,  0.070388,\n",
              "        -0.52788 ,  0.35681 , -0.21765 ,  0.44888 , -0.14023 ,  0.020312,\n",
              "        -0.44203 ,  0.072964,  0.85846 ,  0.41819 ,  0.19097 , -0.33512 ,\n",
              "         0.012309, -0.53561 , -0.44548 ,  0.38117 ,  0.2255  , -0.26948 ,\n",
              "         0.56835 , -1.717   , -0.7606  ,  0.43306 ,  0.4189  ,  0.091699,\n",
              "         3.2262  , -0.18561 , -0.014535, -0.69816 ,  0.21151 , -0.28682 ,\n",
              "         0.12492 ,  0.49278 , -0.57784 , -0.75677 , -0.47876 , -0.083749,\n",
              "        -0.013377,  0.19862 , -0.14819 ,  0.21787 , -0.30472 ,  0.54255 ,\n",
              "        -0.20916 ,  0.14965 ]),\n",
              " 'moved': array([-0.26531 ,  0.1592  ,  0.31308 , -0.37386 , -0.42975 , -0.66548 ,\n",
              "        -1.4784  ,  0.15571 , -0.64961 , -0.93773 , -0.017411, -0.33852 ,\n",
              "        -0.66688 , -0.32303 , -0.004786,  0.46995 , -0.47226 , -0.36733 ,\n",
              "        -0.85635 ,  0.47333 ,  0.45782 ,  0.20494 ,  0.26902 ,  0.51366 ,\n",
              "        -0.26415 , -1.3882  ,  0.37291 , -0.11385 ,  0.25545 , -0.17235 ,\n",
              "         2.6382  , -0.078631,  0.02543 , -0.62662 ,  0.045205, -0.23746 ,\n",
              "        -0.21953 ,  0.33938 ,  0.31882 ,  0.023369, -0.03548 , -0.17577 ,\n",
              "         0.32607 , -0.60508 , -0.26264 ,  0.55291 ,  0.06176 , -1.3162  ,\n",
              "        -0.25521 , -0.13272 ]),\n",
              " 'possible': array([ 1.4058   ,  0.23482  ,  0.25071  ,  0.41173  ,  0.062108 ,\n",
              "         0.42572  ,  0.26298  ,  0.47372  ,  0.24889  ,  0.040888 ,\n",
              "        -0.1546   ,  0.20095  , -0.34735  ,  0.20077  ,  0.74116  ,\n",
              "         0.49246  ,  0.39145  , -0.81875  , -0.19643  , -0.66087  ,\n",
              "         0.026083 , -0.54113  ,  0.090749 , -0.096314 ,  0.13847  ,\n",
              "        -1.7233   , -0.27808  , -0.22414  ,  0.63622  ,  0.3327   ,\n",
              "         3.4301   , -0.0036893, -0.69896  , -1.0641   ,  0.26716  ,\n",
              "        -0.11238  ,  0.18196  , -0.18665  , -0.55805  , -0.2119   ,\n",
              "        -0.43309  ,  0.11667  ,  0.26491  ,  0.31238  ,  0.34154  ,\n",
              "        -0.0089874,  0.15736  ,  1.1616   ,  0.26563  ,  0.05968  ]),\n",
              " 'western': array([-0.15839 ,  0.14366 , -0.6526  ,  0.1074  , -0.59545 , -0.069393,\n",
              "        -0.44915 , -0.085797, -0.25264 , -0.53044 ,  0.05019 , -0.75176 ,\n",
              "         0.44085 , -0.39623 , -0.86034 ,  0.54107 ,  0.66621 ,  0.10129 ,\n",
              "        -0.6063  ,  0.69355 , -0.1433  , -0.028932, -0.086245,  0.67092 ,\n",
              "        -0.19444 , -2.0686  , -0.44532 ,  0.12901 , -0.28198 , -0.079596,\n",
              "         3.2466  , -0.2715  ,  0.16913 , -0.5208  ,  0.22517 , -0.20832 ,\n",
              "        -1.1735  , -0.3899  , -0.84325 ,  0.28799 , -0.49063 ,  0.47969 ,\n",
              "         0.93971 , -0.76838 , -0.082757,  1.0192  , -0.33583 ,  0.13817 ,\n",
              "        -0.3974  , -1.0008  ]),\n",
              " 'special': array([ 0.16163 ,  0.78638 , -0.50019 ,  0.17855 ,  0.64519 , -0.28504 ,\n",
              "        -0.078533, -0.57302 ,  0.75151 , -0.82732 , -0.19134 ,  0.35527 ,\n",
              "         0.20475 ,  0.39756 ,  0.53953 , -0.25249 , -0.12972 ,  0.18465 ,\n",
              "         0.034124, -0.65288 ,  0.73289 ,  0.1267  ,  0.24617 , -0.22166 ,\n",
              "        -0.73607 , -1.1947  , -0.48604 , -0.26072 , -0.27699 , -0.11712 ,\n",
              "         3.162   ,  0.40051 , -0.96605 , -0.63214 ,  0.47338 ,  1.0037  ,\n",
              "         0.53081 , -0.1093  , -0.69595 , -0.030794,  0.032276,  0.71254 ,\n",
              "        -0.12191 , -0.54396 , -0.33492 , -0.23341 , -0.088966,  0.45571 ,\n",
              "        -0.44395 ,  0.68005 ]),\n",
              " '100': array([-0.40512 ,  0.5742  ,  1.346   , -0.13996 ,  0.43252 , -0.3077  ,\n",
              "        -0.32409 , -0.92374 ,  0.066063,  0.075746, -0.23176 , -1.3912  ,\n",
              "         0.53458 , -0.69842 ,  0.80554 , -0.45688 ,  0.25609 ,  0.76638 ,\n",
              "        -1.5809  , -0.57738 ,  0.31529 ,  0.51795 ,  0.94146 , -0.21501 ,\n",
              "        -0.21533 , -0.56147 , -0.13156 , -0.39451 , -0.16789 , -0.48905 ,\n",
              "         3.5038  ,  0.48105 ,  0.1655  ,  0.52752 ,  0.323   , -0.52776 ,\n",
              "         0.79106 , -0.37316 , -0.10233 ,  0.071076, -0.028671, -0.2327  ,\n",
              "         1.2699  ,  0.31641 , -0.38491 , -0.34047 , -0.77056 , -0.075053,\n",
              "        -0.36492 , -0.27254 ]),\n",
              " 'plans': array([ 1.3427   , -0.068056 ,  0.55985  ,  0.28057  , -0.5117   ,\n",
              "        -0.069337 , -1.0793   , -0.33685  ,  0.041615 , -0.22843  ,\n",
              "        -0.34201  ,  0.12795  , -0.28036  , -0.049315 ,  0.48804  ,\n",
              "         0.77214  ,  0.0091686, -0.013722 ,  0.41156  , -0.50357  ,\n",
              "         1.1492   , -0.37183  , -0.81638  , -0.58861  , -0.359    ,\n",
              "        -1.6984   ,  0.16589  , -0.27795  , -0.21241  , -0.21153  ,\n",
              "         3.1138   ,  0.45     , -1.0934   , -0.051801 , -0.2072   ,\n",
              "        -0.40729  ,  0.12763  ,  0.073951 , -0.30132  , -0.40153  ,\n",
              "        -0.41214  , -0.17187  ,  0.22962  , -0.36074  ,  0.048847 ,\n",
              "         0.21619  , -0.52516  ,  0.78849  , -0.39342  ,  0.56835  ]),\n",
              " 'interest': array([-0.13248 ,  0.57927 , -0.014704, -0.55086 ,  0.5018  ,  0.3237  ,\n",
              "        -0.64003 , -0.20951 , -0.30044 ,  0.81763 ,  0.15379 ,  0.64457 ,\n",
              "        -0.017041, -0.56864 ,  0.50691 ,  0.5377  ,  0.24352 , -0.70683 ,\n",
              "        -0.057158, -0.33889 ,  1.2106  , -0.40119 , -0.41012 , -0.36941 ,\n",
              "        -0.11299 , -1.5593  , -0.020573, -0.25147 ,  0.12379 ,  0.77422 ,\n",
              "         3.3972  ,  0.62696 ,  0.81487 , -0.72061 , -0.11811 , -0.90107 ,\n",
              "        -1.2248  , -0.14334 ,  0.060322, -0.92028 , -0.34912 , -0.16979 ,\n",
              "         0.05067 ,  0.38723 , -0.30979 , -0.50644 ,  0.18057 ,  1.0009  ,\n",
              "         0.19667 ,  0.019838]),\n",
              " 'behind': array([ 1.4300e-01,  2.6092e-01,  7.6382e-01,  3.5628e-01,  9.1959e-01,\n",
              "         4.9457e-01, -7.6588e-01,  6.4717e-02, -3.3686e-01, -2.8793e-01,\n",
              "        -4.5472e-01, -5.8281e-01, -1.6087e+00,  4.1016e-01,  1.7273e-01,\n",
              "        -1.7497e-01,  4.4972e-01, -5.0394e-01, -7.2187e-01, -6.9418e-01,\n",
              "        -4.1760e-01,  4.4668e-01, -1.7090e-01,  1.9292e-02,  2.2104e-01,\n",
              "        -1.5443e+00,  5.2365e-02,  3.3870e-01,  3.0423e-01, -3.4121e-01,\n",
              "         2.6934e+00,  3.3241e-01, -7.9032e-02, -1.8409e-01, -6.3973e-02,\n",
              "         6.4029e-02, -3.3883e-01,  5.4885e-01, -6.7208e-03, -4.6441e-01,\n",
              "        -1.1413e-01,  4.5283e-03, -1.6191e-03,  1.9871e-01,  3.5567e-01,\n",
              "         1.0761e-01,  3.8032e-02, -7.4866e-01,  4.1515e-01, -9.0085e-01]),\n",
              " 'strong': array([-0.28486 ,  0.15815 ,  0.044641,  0.074495,  0.62572 ,  0.32729 ,\n",
              "         0.011979,  0.054972, -0.23145 ,  0.66981 ,  0.30527 , -0.28122 ,\n",
              "        -0.1431  , -0.12982 , -0.73904 , -0.025547,  0.27519 , -0.41614 ,\n",
              "        -0.40354 , -0.86711 , -0.63341 , -0.058841, -0.44273 , -0.79434 ,\n",
              "         0.27998 , -1.4932  , -0.15541 ,  0.18691 ,  0.12789 ,  0.84641 ,\n",
              "         3.8373  ,  0.45602 ,  0.76044 , -0.54549 , -0.32262 , -0.59138 ,\n",
              "        -0.68035 , -0.20346 , -0.50434 , -0.72351 , -0.15833 ,  0.32317 ,\n",
              "        -0.36685 , -0.38641 ,  0.59325 ,  0.19611 , -0.31782 ,  0.53302 ,\n",
              "        -0.15775 ,  0.23456 ]),\n",
              " 'england': array([-3.6165e-01, -1.0607e-01, -1.1168e+00, -6.7270e-01, -1.6521e-01,\n",
              "         6.8828e-02, -1.1727e+00,  7.1667e-01,  1.6573e-01, -7.5759e-01,\n",
              "        -1.4659e-01,  3.5785e-01, -6.9141e-01, -1.2047e+00,  1.5224e-01,\n",
              "         6.3566e-01,  8.7442e-01, -6.1517e-01, -1.7471e+00,  3.5292e-01,\n",
              "         2.2251e-02,  3.8990e-01,  2.0703e-02,  7.4169e-01,  2.4097e-03,\n",
              "        -1.3529e+00,  5.8844e-01, -4.2970e-01, -5.1740e-01,  6.2258e-01,\n",
              "         2.8153e+00,  3.0152e-01,  7.8742e-01, -7.9597e-02,  9.8699e-01,\n",
              "         2.7603e-01,  4.8672e-01,  5.9211e-01, -3.6804e-01, -1.2057e+00,\n",
              "         3.6812e-01, -1.1797e-01, -4.0688e-02,  1.6183e-01, -2.0407e-01,\n",
              "         1.8425e+00, -3.9529e-01, -3.7771e-01,  1.3959e-01, -7.7836e-01]),\n",
              " 'named': array([-0.015223,  0.94791 , -0.39798 ,  0.24245 ,  0.83742 ,  0.21892 ,\n",
              "        -1.4908  , -0.14772 , -0.1727  , -0.81461 ,  0.53131 ,  0.92217 ,\n",
              "        -0.092407,  0.23749 ,  0.1659  , -0.11248 ,  0.060858,  0.77475 ,\n",
              "        -0.68559 ,  0.59892 , -0.56488 , -0.08669 , -0.13645 ,  0.44672 ,\n",
              "        -0.11673 , -1.8485  , -0.66975 , -0.17688 , -0.97351 , -0.022379,\n",
              "         1.9761  , -1.1295  , -0.33491 , -0.36063 ,  0.70858 ,  0.13633 ,\n",
              "         0.1299  ,  0.20906 ,  0.12725 , -0.3732  , -0.059748,  0.38516 ,\n",
              "        -0.58585 , -0.73732 , -0.040167, -0.17991 , -0.63632 , -0.90915 ,\n",
              "         0.32966 ,  0.34673 ]),\n",
              " 'food': array([ 0.47222  , -0.44545  , -0.51833  , -0.26818  ,  0.44427  ,\n",
              "        -0.25108  , -0.99282  , -0.90198  ,  1.8729   ,  0.039081 ,\n",
              "         0.14284  ,  0.074878 ,  1.0543   , -0.3203   ,  1.0722   ,\n",
              "         0.44323  ,  0.0099484,  0.15754  ,  0.51399  , -0.77668  ,\n",
              "         0.924    ,  0.010958 ,  0.58815  ,  0.23078  , -0.34281  ,\n",
              "        -0.88444  , -0.31492  ,  0.12661  ,  1.1445   ,  0.60775  ,\n",
              "         3.4344   ,  0.63561  , -0.13832  ,  0.28045  , -0.16181  ,\n",
              "         0.77541  , -0.49888  ,  0.4602   ,  0.91799  ,  0.29007  ,\n",
              "         0.06884  ,  0.59978  ,  0.53967  , -0.061752 ,  1.2975   ,\n",
              "         0.92323  , -0.80945  ,  0.34932  ,  0.33934  ,  0.25499  ]),\n",
              " 'period': array([ 0.13606 ,  0.4685  , -0.90749 , -0.56808 ,  0.072134,  0.12567 ,\n",
              "        -0.73553 , -0.33168 , -0.91386 ,  0.22088 ,  0.27881 , -0.18234 ,\n",
              "        -0.20998 ,  0.16997 ,  1.2571  , -0.13568 , -0.59892 , -1.2201  ,\n",
              "        -1.0323  ,  1.079   ,  0.1914  , -0.6498  , -0.36005 , -0.9954  ,\n",
              "         0.091489, -0.485   , -0.23594 , -0.70325 ,  0.66671 ,  1.0741  ,\n",
              "         3.7102  , -0.12129 ,  0.41369 ,  0.27372 ,  0.11137 ,  0.36132 ,\n",
              "         0.048398,  0.46774 ,  0.093467,  0.62139 , -1.0076  ,  0.067208,\n",
              "        -0.10474 ,  0.4028  , -1.1317  , -0.27738 ,  0.71592 ,  0.26489 ,\n",
              "        -0.73376 , -0.40791 ]),\n",
              " 'real': array([ 6.8997e-01,  5.4491e-01, -4.4471e-02,  4.0682e-01,  8.4882e-01,\n",
              "        -3.3421e-01, -2.5646e-01, -1.0524e-01, -6.3829e-01,  1.1445e+00,\n",
              "         8.8571e-02,  5.9390e-01, -8.9007e-01, -4.4900e-01,  6.5968e-01,\n",
              "        -2.0617e-01,  6.2619e-01, -1.0909e-03, -2.7785e-01, -2.7760e-01,\n",
              "        -3.5532e-01, -1.4778e-02, -5.3777e-01,  3.1855e-01, -2.3594e-01,\n",
              "        -1.2705e+00, -5.5335e-01,  1.8315e-01,  9.1580e-01,  8.6257e-03,\n",
              "         3.2495e+00,  4.5996e-01,  5.1268e-02, -7.3256e-01, -2.7552e-01,\n",
              "         1.4231e-01, -7.0384e-01,  2.5998e-02,  4.3401e-01, -1.0457e+00,\n",
              "         3.3861e-01,  7.2388e-02, -1.3624e-01,  5.2895e-02, -1.6058e-01,\n",
              "        -1.3831e-01,  8.4937e-02,  5.4471e-02,  1.0423e+00,  3.5811e-01]),\n",
              " 'authorities': array([ 0.83907 , -0.97353 ,  0.023372, -0.18497 ,  0.018398, -0.57539 ,\n",
              "        -0.40641 ,  0.85541 ,  0.14939 , -0.51169 ,  0.6171  , -0.41816 ,\n",
              "         0.1502  , -0.20788 ,  0.69566 ,  0.063378, -0.31533 , -0.52384 ,\n",
              "         0.1286  ,  0.023511,  0.39338 ,  0.51908 ,  0.12381 ,  0.15042 ,\n",
              "        -0.47132 , -2.5485  ,  0.27044 , -0.10889 , -0.17348 , -0.23733 ,\n",
              "         2.9339  , -0.18053 , -0.92924 , -1.1758  ,  0.070008,  0.30432 ,\n",
              "         0.24728 , -0.5854  , -0.074453,  0.69066 , -0.48846 ,  0.53251 ,\n",
              "         1.1832  , -0.071245,  0.43294 , -0.75236 , -1.0586  ,  0.8434  ,\n",
              "         0.66897 , -1.1813  ]),\n",
              " 'car': array([ 0.47685 , -0.084552,  1.4641  ,  0.047017,  0.14686 ,  0.5082  ,\n",
              "        -1.2228  , -0.22607 ,  0.19306 , -0.29756 ,  0.20599 , -0.71284 ,\n",
              "        -1.6288  ,  0.17096 ,  0.74797 , -0.061943, -0.65766 ,  1.3786  ,\n",
              "        -0.68043 , -1.7551  ,  0.58319 ,  0.25157 , -1.2114  ,  0.81343 ,\n",
              "         0.094825, -1.6819  , -0.64498 ,  0.6322  ,  1.1211  ,  0.16112 ,\n",
              "         2.5379  ,  0.24852 , -0.26816 ,  0.32818 ,  1.2916  ,  0.23548 ,\n",
              "         0.61465 , -0.1344  , -0.13237 ,  0.27398 , -0.11821 ,  0.1354  ,\n",
              "         0.074306, -0.61951 ,  0.45472 , -0.30318 , -0.21883 , -0.56054 ,\n",
              "         1.1177  , -0.36595 ]),\n",
              " 'term': array([-0.18178 ,  0.66246 , -0.2951  , -0.73261 ,  0.17801 ,  0.56337 ,\n",
              "        -0.020628, -0.4084  , -0.53352 ,  0.35919 ,  0.10577 ,  0.58354 ,\n",
              "         0.21646 ,  0.011561,  0.34153 ,  0.32682 , -0.18441 , -0.35476 ,\n",
              "         0.34563 ,  0.30717 , -0.015002, -0.88487 , -0.11382 , -0.27814 ,\n",
              "        -0.17978 , -1.749   , -0.03834 , -0.2977  ,  0.053816,  1.2546  ,\n",
              "         3.3495  , -0.34721 , -0.48521 , -0.42962 ,  0.42801 , -0.53578 ,\n",
              "        -0.29007 , -0.073953, -0.019319, -0.77498 , -1.0072  , -0.056476,\n",
              "        -0.38535 ,  0.38235 , -0.66475 , -0.51683 ,  0.30135 ,  0.6521  ,\n",
              "         0.48772 ,  0.53283 ]),\n",
              " 'rate': array([-0.15148  ,  0.12274  ,  0.99983  , -1.1999   ,  0.4719   ,\n",
              "         0.51656  ,  0.040134 , -0.77619  ,  0.25953  ,  0.68759  ,\n",
              "         0.6763   , -0.7277   ,  0.66101  , -0.26183  ,  1.0443   ,\n",
              "         0.72497  , -0.48978  , -0.94671  , -0.46455  , -0.083359 ,\n",
              "         0.52965  , -1.1138   , -0.22799  ,  0.053303 ,  0.17856  ,\n",
              "        -1.0023   ,  0.60362  , -0.0071834,  0.22256  ,  1.4794   ,\n",
              "         3.9077   ,  0.51825  ,  0.93364  ,  0.24126  ,  0.48602  ,\n",
              "        -1.1666   ,  0.23464  , -0.31897  ,  0.69065  , -0.86909  ,\n",
              "        -1.171    ,  0.10286  ,  0.21679  ,  0.26168  , -0.30295  ,\n",
              "        -1.1138   ,  1.2119   ,  0.70494  ,  1.0249   ,  0.62233  ]),\n",
              " 'race': array([-0.65295 ,  0.41716 , -0.18996 ,  1.1856  , -0.058602,  0.84315 ,\n",
              "        -0.75376 ,  0.026361, -0.1327  , -0.8641  , -0.34734 , -1.363   ,\n",
              "        -1.049   , -0.33016 ,  1.0228  , -0.372   ,  0.32135 ,  0.21091 ,\n",
              "        -1.7135  , -1.5031  , -0.5127  , -0.14772 , -0.21789 ,  0.62638 ,\n",
              "         1.001   , -1.5693  , -0.23567 , -0.238   , -0.029894,  0.62624 ,\n",
              "         2.3002  ,  0.68448 , -1.3347  , -0.11154 ,  0.14985 , -1.2623  ,\n",
              "        -0.24938 ,  1.0384  , -0.9126  , -0.69074 , -0.57282 , -0.54585 ,\n",
              "        -0.22937 ,  0.62965 , -0.34503 , -0.41869 ,  0.49086 , -0.67952 ,\n",
              "         0.9101  , -0.1719  ]),\n",
              " 'nearly': array([ 0.70695 , -0.13158 ,  1.1623  , -0.49631 ,  0.58142 ,  0.35165 ,\n",
              "        -0.64238 , -0.20644 ,  0.18146 ,  0.14987 , -0.38848 , -1.576   ,\n",
              "         0.14147 , -0.1561  ,  1.3611  , -0.60137 , -0.32335 ,  0.32128 ,\n",
              "        -0.93332 , -0.23782 , -0.10737 ,  0.12144 ,  0.11351 , -0.55458 ,\n",
              "        -0.22242 , -1.1551  ,  0.22132 ,  0.083722,  0.12981 ,  0.32287 ,\n",
              "         3.5748  , -0.046077,  0.45374 ,  0.41368 , -0.2703  , -0.063579,\n",
              "        -0.15053 ,  0.301   ,  0.17456 , -0.43638 , -0.62643 ,  0.11724 ,\n",
              "         0.55345 ,  0.50303 , -0.82706 , -0.15984 , -0.45192 , -0.13641 ,\n",
              "        -1.0943  , -0.70736 ]),\n",
              " 'korea': array([-0.30067 ,  0.32956 ,  0.48158 ,  0.75187 , -0.59368 , -0.52597 ,\n",
              "         0.48813 ,  0.5065  ,  0.16268 , -0.034976,  0.27508 , -0.22221 ,\n",
              "        -0.19226 , -0.11675 ,  0.017398,  0.87905 ,  0.16556 ,  0.29426 ,\n",
              "        -0.092826,  1.2171  ,  0.59129 , -0.17929 ,  0.43377 , -0.84162 ,\n",
              "         0.55039 , -2.4405  ,  0.89472 ,  0.042552, -0.33361 , -0.44493 ,\n",
              "         3.195   , -0.055274,  0.080788,  0.69537 , -0.15831 , -0.77615 ,\n",
              "        -0.017353,  0.12928 , -1.6166  , -0.87956 , -0.53023 , -0.98761 ,\n",
              "         1.2164  , -1.1802  ,  1.5171  , -0.053297, -0.20255 ,  1.2081  ,\n",
              "        -0.70784 , -0.45129 ]),\n",
              " 'enough': array([ 0.36349 , -0.21569 ,  0.6504  , -0.66659 ,  0.66962 , -0.033247,\n",
              "        -0.14641 ,  0.4757  , -0.027242,  0.68283 , -0.3005  ,  0.16224 ,\n",
              "         0.13964 , -0.049015,  0.3111  ,  0.4039  ,  0.82817 ,  0.066499,\n",
              "        -0.12749 , -1.4641  , -0.24064 ,  0.21676 ,  0.49294 , -0.3412  ,\n",
              "         0.46205 , -1.7469  , -0.38856 ,  0.33027 ,  1.0585  , -0.28635 ,\n",
              "         3.519   ,  0.69348 , -0.19525 , -0.47188 ,  0.25665 ,  0.28303 ,\n",
              "        -0.10587 ,  0.82391 ,  0.20327 , -1.0366  , -0.029874,  0.10529 ,\n",
              "         0.14582 ,  0.47456 ,  0.08294 ,  0.28384 , -0.17346 ,  0.23783 ,\n",
              "        -0.14903 ,  0.44835 ]),\n",
              " 'site': array([ 1.2381  ,  0.93728 ,  0.52281 ,  0.58714 ,  0.029347, -0.87786 ,\n",
              "        -1.8011  , -0.36042 ,  0.87971 , -0.55286 , -0.56226 , -0.7528  ,\n",
              "         0.36894 , -0.5639  ,  0.49153 ,  0.5125  ,  0.13915 ,  0.10781 ,\n",
              "        -0.57389 ,  0.44195 ,  0.61679 , -0.29484 , -0.48019 ,  0.48993 ,\n",
              "         0.23011 , -1.1781  , -0.73597 ,  0.2413  ,  0.14777 , -0.45732 ,\n",
              "         2.9251  , -1.3054  , -0.30897 , -1.0374  , -0.3526  ,  0.32906 ,\n",
              "         0.65228 , -0.093902, -0.16523 ,  0.25728 ,  0.69112 , -0.77748 ,\n",
              "        -0.25591 ,  0.4406  ,  0.43058 ,  0.18659 , -0.2767  ,  0.13013 ,\n",
              "         0.25688 , -0.36967 ]),\n",
              " 'opposition': array([-0.19818 , -0.26517 ,  0.79622 ,  0.36823 , -0.34193 ,  0.62228 ,\n",
              "         0.42345 ,  0.68101 , -1.1739  ,  0.1293  , -0.55466 , -1.2533  ,\n",
              "        -0.36379 ,  0.1762  , -0.61716 , -0.3217  ,  0.34714 , -0.88422 ,\n",
              "         0.578   , -0.61214 , -0.24842 ,  0.24316 ,  0.14395 , -0.10097 ,\n",
              "        -0.07565 , -1.9898  ,  0.62298 , -0.38068 , -0.94345 ,  1.2807  ,\n",
              "         3.0438  ,  0.2102  , -1.5202  , -0.57756 , -1.0263  , -0.59607 ,\n",
              "        -0.13206 , -0.58484 , -0.8405  , -0.17099 ,  0.024063,  0.73412 ,\n",
              "        -0.92351 , -0.19509 ,  0.40243 ,  0.11087 , -1.8546  ,  0.27695 ,\n",
              "         0.64107 , -1.0577  ]),\n",
              " 'keep': array([ 0.14817 , -0.22174 ,  0.60221 , -0.79489 ,  0.33458 , -0.40401 ,\n",
              "        -0.62263 ,  0.2534  ,  0.054533, -0.032518, -0.045699,  0.44085 ,\n",
              "        -0.4429  ,  0.28122 ,  0.36606 ,  0.78263 ,  0.50841 , -0.36081 ,\n",
              "         0.386   , -1.0235  ,  0.10762 ,  0.11578 ,  0.2524  , -0.025313,\n",
              "         0.026976, -1.7654  ,  0.21529 ,  0.2338  ,  1.0036  , -0.42981 ,\n",
              "         3.3928  ,  1.0676  , -0.42449 , -0.082618, -0.36884 ,  0.17497 ,\n",
              "        -0.28572 ,  0.17852 ,  0.1916  , -0.67692 , -0.18997 , -0.10071 ,\n",
              "         0.22753 ,  0.50452 ,  0.2432  , -0.03997 , -0.089887, -0.19582 ,\n",
              "        -0.096731, -0.055916]),\n",
              " '25': array([-0.18171 ,  0.43919 ,  0.99853 , -0.20219 ,  0.49665 ,  0.54156 ,\n",
              "        -0.80588 , -0.68147 , -0.34102 , -0.31387 , -0.052842, -0.80113 ,\n",
              "        -0.29334 , -0.54872 ,  0.94744 , -0.33532 , -0.55191 , -0.13787 ,\n",
              "        -1.4434  ,  0.49393 ,  0.69831 ,  0.29998 ,  1.1021  , -0.25016 ,\n",
              "        -0.69508 , -0.73796 ,  0.61595 , -0.69719 ,  0.085591,  0.20042 ,\n",
              "         3.0881  ,  0.36165 , -0.36075 ,  0.30155 ,  0.7104  , -0.40491 ,\n",
              "         0.549   ,  0.30212 ,  0.6387  ,  0.33434 , -0.36957 , -0.066522,\n",
              "         0.74744 , -0.62257 , -1.1262  ,  0.13259 , -0.46804 , -0.65915 ,\n",
              "         0.24241 , -0.025532]),\n",
              " 'call': array([ 0.098201 ,  0.39924  ,  0.25697  , -0.085349 ,  0.27175  ,\n",
              "        -0.63637  , -0.62719  ,  0.25895  , -0.53249  , -0.22927  ,\n",
              "        -0.76258  ,  0.2173   ,  0.37017  ,  0.082194 ,  0.46016  ,\n",
              "         0.14439  , -0.35333  , -0.62408  ,  0.1025   , -0.58597  ,\n",
              "         0.16874  ,  0.41939  ,  0.082275 ,  0.48931  ,  0.62348  ,\n",
              "        -1.8434   , -0.11815  , -0.25465  ,  0.38033  , -0.41893  ,\n",
              "         3.0159   ,  0.35014  , -1.2656   , -0.14951  , -0.32056  ,\n",
              "        -0.72769  ,  0.5398   , -1.2532   , -0.013795 , -0.0048093,\n",
              "         0.37453  ,  0.41136  , -0.12614  ,  0.48701  ,  0.4782   ,\n",
              "         0.35898  , -0.1709   ,  0.70284  ,  0.32207  ,  0.77503  ]),\n",
              " 'future': array([ 0.63042  ,  0.75208  ,  0.11595  ,  0.053805 ,  0.22323  ,\n",
              "        -0.072581 , -0.48426  , -0.0037095, -0.10206  , -0.056203 ,\n",
              "         0.10211  ,  0.77389  , -0.70469  ,  0.14279  ,  0.61167  ,\n",
              "         0.71663  ,  0.63076  , -0.24559  ,  0.36545  , -0.31258  ,\n",
              "         0.073881 , -0.35344  , -0.5483   , -0.20543  ,  0.30826  ,\n",
              "        -1.4148   , -0.57064  , -0.5875   ,  0.33996  ,  0.56309  ,\n",
              "         3.0997   ,  0.51138  , -0.52654  , -0.99515  ,  0.07279  ,\n",
              "        -0.17809  , -0.38751  ,  0.004608 , -0.66972  , -0.60616  ,\n",
              "        -0.78847  , -0.31892  ,  0.098271 , -0.13066  , -0.17643  ,\n",
              "         0.27083  , -0.13982  ,  0.5409   , -0.11725  ,  0.35303  ]),\n",
              " 'taking': array([ 0.45604  , -0.24447  , -0.23405  , -0.41507  ,  0.061585 ,\n",
              "         0.084997 , -0.2827   ,  0.29191  ,  0.089474 ,  0.35734  ,\n",
              "        -0.088895 , -0.13606  , -0.6413   , -0.30385  ,  0.4447   ,\n",
              "        -0.026988 , -0.026806 , -0.34042  , -0.71384  , -0.62897  ,\n",
              "         0.36226  ,  0.49802  ,  0.27579  , -0.15291  , -0.083166 ,\n",
              "        -1.8294   ,  0.20547  , -0.22041  ,  0.3139   ,  0.0093352,\n",
              "         3.1662   ,  0.89649  , -0.36806  , -0.15464  ,  0.46572  ,\n",
              "        -0.13157  ,  0.087858 ,  0.50727  , -0.24111  , -0.21144  ,\n",
              "        -0.34567  ,  0.21787  ,  0.2131   ,  0.42483  ,  0.42839  ,\n",
              "        -0.29496  , -0.087065 , -0.012494 ,  0.20451  ,  0.016722 ]),\n",
              " 'island': array([ 1.4738   ,  0.097269 , -0.87687  ,  0.95299  , -0.17249  ,\n",
              "         0.10427  , -1.1632   ,  0.28118  ,  0.15753  , -0.88965  ,\n",
              "        -0.11682  , -0.23772  ,  1.912    , -0.12066  , -0.4151   ,\n",
              "         0.53134  ,  0.58102  ,  0.12538  , -1.4599   ,  0.55091  ,\n",
              "         0.16768  ,  0.20605  , -0.72056  ,  0.37258  ,  0.61595  ,\n",
              "        -1.4954   ,  0.49451  ,  0.34416  , -0.017137 , -0.42033  ,\n",
              "         2.6971   , -0.68734  , -0.45408  , -0.0083561,  0.23676  ,\n",
              "        -0.52051  , -0.62234  , -1.1631   , -0.27213  , -0.15058  ,\n",
              "        -0.87661  ,  0.75675  ,  0.83162  , -0.77628  , -0.78814  ,\n",
              "         0.18256  , -0.19269  , -1.3593   ,  0.11077  , -0.44198  ]),\n",
              " '2008': array([-0.50418 ,  0.45448 ,  0.22939 ,  0.4734  , -0.57821 ,  0.23665 ,\n",
              "        -1.0699  , -0.40462 ,  0.11613 , -0.11666 ,  0.42058 , -0.48213 ,\n",
              "        -0.65609 , -0.29999 ,  1.3544  , -0.16838 , -0.29876 ,  0.13823 ,\n",
              "        -1.173   ,  0.4313  ,  0.63133 , -0.47646 ,  0.42857 , -0.019692,\n",
              "        -0.51861 , -0.80787 , -0.046115, -0.3715  , -0.97103 ,  0.29844 ,\n",
              "         2.8816  ,  0.26376 , -0.28809 , -0.5366  , -0.028455, -0.29233 ,\n",
              "         0.75185 ,  0.11399 , -0.41045 , -1.0701  , -0.55548 , -0.55349 ,\n",
              "        -0.45074 , -1.2425  , -0.77232 ,  0.082042, -0.20132 , -0.14724 ,\n",
              "         0.23778 ,  0.14667 ]),\n",
              " '2006': array([-0.39227 ,  0.29364 ,  0.27464 ,  0.56374 , -0.44249 ,  0.28758 ,\n",
              "        -0.82022 , -0.53517 ,  0.3272  , -0.033936,  0.24312 , -0.74328 ,\n",
              "        -0.69461 , -0.37738 ,  1.3478  , -0.29051 , -0.43088 ,  0.1342  ,\n",
              "        -1.0883  ,  0.65006 ,  0.55726 , -0.3751  ,  0.59949 , -0.045683,\n",
              "        -0.78824 , -0.95516 , -0.13219 , -0.39511 , -1.0123  ,  0.22978 ,\n",
              "         2.7733  , -0.15278 , -0.22311 , -0.4554  ,  0.14998 , -0.22761 ,\n",
              "         0.72682 ,  0.13138 , -0.33656 , -0.95987 , -0.6145  , -0.43239 ,\n",
              "        -0.18613 , -1.1799  , -0.7087  ,  0.2005  , -0.45079 , -0.056965,\n",
              "         0.072741,  0.082686]),\n",
              " 'road': array([ 0.10042 ,  1.06    ,  0.24829 ,  0.014362, -0.783   , -0.12697 ,\n",
              "        -0.85894 , -0.16042 ,  0.59427 , -1.069   , -1.2221  , -0.61181 ,\n",
              "        -1.1446  , -1.3356  , -0.93968 ,  0.37353 ,  0.75405 ,  0.37777 ,\n",
              "        -0.52882 ,  0.024955,  0.31032 ,  0.083344, -0.59232 ,  0.83623 ,\n",
              "         0.65468 , -1.1154  ,  0.47597 ,  0.77803 ,  0.84934 , -0.82595 ,\n",
              "         2.8725  , -0.1032  ,  0.25725 ,  0.074587,  0.95345 , -0.027788,\n",
              "         0.60115 , -0.15205 , -0.50584 ,  0.58003 , -0.58731 , -0.72368 ,\n",
              "        -0.057061, -0.28228 , -0.42823 ,  0.21001 ,  0.22496 , -1.2876  ,\n",
              "         0.87487 , -0.6231  ]),\n",
              " 'outside': array([ 0.67751  ,  0.22249  , -0.032198 , -0.16374  ,  0.57229  ,\n",
              "        -0.93367  , -0.82656  ,  0.31582  ,  0.02441  , -0.51036  ,\n",
              "        -0.26261  , -1.3476   , -0.10487  , -0.0037803, -0.067118 ,\n",
              "         0.60251  ,  0.25636  ,  0.25521  , -0.45102  , -0.54298  ,\n",
              "         0.66872  ,  0.79584  , -0.41457  ,  0.71251  , -0.39771  ,\n",
              "        -1.7351   ,  0.15267  ,  0.78654  ,  0.15484  , -0.64701  ,\n",
              "         3.0757   ,  0.11801  , -0.19143  , -0.75106  , -0.11382  ,\n",
              "         0.17232  ,  0.16219  , -0.10994  ,  0.24001  ,  0.67559  ,\n",
              "        -0.087003 ,  0.32909  ,  0.1901   ,  0.26918  ,  0.30016  ,\n",
              "        -0.14438  , -0.41624  , -0.70384  , -0.13109  , -0.75527  ]),\n",
              " 'really': array([ 1.6675e-03, -1.6376e-01, -9.2648e-02, -3.3466e-01,  7.3972e-01,\n",
              "        -2.3523e-01, -3.4941e-01,  1.9102e-01, -4.2223e-01,  5.8440e-01,\n",
              "        -2.7604e-01,  4.6605e-01, -9.7154e-01,  3.5971e-02,  8.9279e-01,\n",
              "         5.0195e-01,  8.9409e-01,  3.5050e-01,  1.2178e-01, -9.1063e-01,\n",
              "        -6.7188e-01,  8.4035e-01,  3.1734e-01,  3.3727e-01,  1.3483e+00,\n",
              "        -1.9291e+00, -1.1992e+00,  6.0348e-01,  1.2938e+00, -9.2512e-01,\n",
              "         3.2757e+00,  7.5342e-01,  6.4755e-02, -3.1481e-01, -3.7328e-01,\n",
              "        -2.3711e-01, -2.5322e-01,  5.5946e-01,  2.6690e-01, -6.6446e-01,\n",
              "        -4.2612e-01, -5.1564e-02, -1.8357e-02,  4.1999e-01,  3.5430e-01,\n",
              "         2.6320e-01,  5.1319e-02, -2.4906e-02, -6.9572e-02,  1.1343e+00]),\n",
              " 'century': array([ 0.42373 ,  0.07564 , -1.1661  , -0.94059 ,  0.47112 , -0.34774 ,\n",
              "        -0.91326 , -0.52053 , -0.42224 , -0.012656, -0.12034 ,  0.16164 ,\n",
              "        -0.29226 , -0.22875 ,  0.029715, -0.20729 ,  0.24263 , -0.74336 ,\n",
              "        -0.67894 ,  0.50366 ,  0.13175 , -0.66325 , -0.93767 , -0.036856,\n",
              "         0.5709  , -1.1115  , -1.631   , -0.72303 , -0.12268 ,  0.82252 ,\n",
              "         3.0946  , -1.228   ,  0.64149 ,  0.093082,  0.22482 ,  0.1489  ,\n",
              "        -0.24321 ,  0.94718 , -0.59528 ,  0.60007 , -0.28403 , -0.091914,\n",
              "         0.22169 ,  0.2975  , -0.31769 ,  1.3584  , -0.13378 , -1.1394  ,\n",
              "        -0.31153 , -1.3144  ]),\n",
              " 'democratic': array([-0.42149 , -0.2824  ,  0.66376 ,  0.45895 , -0.04468 ,  1.0058  ,\n",
              "        -0.36479 , -0.1509  , -0.94046 , -1.0351  , -1.1794  , -1.1768  ,\n",
              "        -0.13116 ,  0.16848 , -0.91625 , -0.33551 ,  0.74594 , -0.5834  ,\n",
              "         0.991   , -0.35841 , -0.88789 , -0.26946 ,  0.38354 , -0.15554 ,\n",
              "         0.056152, -1.9064  , -0.13149 , -0.59662 , -0.78946 ,  0.92222 ,\n",
              "         2.7476  ,  0.30059 , -1.7635  , -1.0405  , -1.0779  , -0.99818 ,\n",
              "        -1.0006  ,  0.30421 , -0.54375 , -0.65478 , -0.81365 ,  0.54729 ,\n",
              "        -1.1783  , -0.28099 , -0.71992 ,  0.31711 , -1.4139  , -0.2383  ,\n",
              "         0.026873,  0.50977 ]),\n",
              " 'almost': array([ 5.5327e-01, -3.5144e-01,  2.4480e-01, -6.8109e-01,  8.6277e-01,\n",
              "         2.2278e-01, -3.2666e-01,  3.5810e-03, -4.0371e-01,  5.4298e-01,\n",
              "        -1.0883e-01, -7.8166e-01, -3.7682e-03, -2.6139e-01,  1.1052e+00,\n",
              "        -1.3811e-01, -2.2479e-02,  2.4059e-01, -8.7683e-01, -4.7907e-01,\n",
              "        -3.7793e-01,  4.2507e-01,  2.7705e-01, -1.7269e-01,  4.6911e-01,\n",
              "        -1.2012e+00, -4.1195e-01,  6.7513e-01,  7.7431e-01,  2.4337e-01,\n",
              "         3.5840e+00, -8.3263e-02,  5.9184e-01,  5.8267e-02, -2.0361e-01,\n",
              "        -1.2139e-01,  1.5715e-03,  4.1631e-01, -2.3581e-01, -4.1083e-01,\n",
              "        -2.9021e-01,  7.8223e-02,  2.3413e-01,  5.7476e-01, -8.5823e-01,\n",
              "         2.1465e-02, -2.7098e-01, -2.1749e-01, -5.9966e-01, -2.6632e-01]),\n",
              " 'single': array([-0.22134 ,  0.49323 ,  0.53095 ,  0.034966,  0.84472 ,  1.243   ,\n",
              "        -0.65654 ,  0.1101  ,  0.57588 ,  0.51051 ,  0.42149 , -0.11424 ,\n",
              "        -0.32944 ,  1.2483  ,  0.21969 , -0.78259 ,  0.011031, -0.25458 ,\n",
              "        -0.26874 , -0.40993 , -0.28695 , -0.74664 ,  0.086946,  0.47804 ,\n",
              "        -0.13756 , -1.0215  , -0.58399 ,  0.052754,  0.63793 , -0.53228 ,\n",
              "         3.6309  , -0.6695  ,  0.10321 ,  0.6221  ,  0.33825 , -0.19048 ,\n",
              "         1.2381  , -0.18893 , -0.32235 , -0.36509 , -0.041479, -0.60827 ,\n",
              "        -0.59985 , -0.25661 , -0.59776 , -0.37118 , -0.059661, -0.66769 ,\n",
              "         0.097989,  0.42921 ]),\n",
              " 'share': array([ 0.39412 ,  0.23183 ,  0.68751 ,  0.60652 ,  1.3761  ,  0.27754 ,\n",
              "        -0.32208 , -0.62187 , -0.36348 ,  0.67472 , -0.040729, -0.20789 ,\n",
              "        -0.16353 , -0.65121 ,  0.16243 ,  0.38098 , -0.43867 , -0.6112  ,\n",
              "        -0.61015 , -0.70224 ,  1.0659  ,  0.42596 ,  0.041147, -0.42776 ,\n",
              "        -0.2011  , -0.73324 , -0.32669 , -0.68379 ,  0.16033 ,  0.19827 ,\n",
              "         3.448   ,  1.1533  ,  0.61444 ,  0.90163 ,  0.28738 , -1.5299  ,\n",
              "        -0.95981 , -0.074803,  0.047515, -0.75995 ,  0.14074 , -0.39512 ,\n",
              "         0.65483 ,  0.67043 , -0.41361 ,  0.034972, -0.30459 ,  0.57809 ,\n",
              "         0.25825 , -0.1166  ]),\n",
              " 'leading': array([-0.45816 ,  0.18518 ,  0.35274 ,  0.46199 ,  0.1666  ,  0.22531 ,\n",
              "        -0.94667 ,  0.072191, -0.020073,  0.22138 ,  0.022843, -0.7057  ,\n",
              "        -0.68059 ,  0.6923  , -0.41883 , -0.68109 ,  0.35849 , -0.56264 ,\n",
              "        -0.68847 , -0.073729,  0.070436, -0.17436 , -0.38994 ,  0.090127,\n",
              "        -0.30945 , -1.554   , -0.13894 , -0.80492 , -0.73123 ,  0.63291 ,\n",
              "         3.208   ,  0.041802,  0.41536 , -0.26637 ,  0.038696, -0.25567 ,\n",
              "        -0.44192 ,  0.50113 ,  0.11523 ,  0.10027 , -0.30422 ,  0.3274  ,\n",
              "        -0.17812 ,  0.10018 ,  0.59222 ,  0.29602 , -0.54511 ,  0.24227 ,\n",
              "         0.37948 , -0.41335 ]),\n",
              " 'trying': array([ 0.44349  , -0.7187   ,  0.74168  , -0.30663  ,  0.32147  ,\n",
              "         0.0098841, -0.57295  ,  0.71186  , -0.13162  ,  0.025001 ,\n",
              "        -0.33982  ,  0.2482   , -0.81255  ,  0.47738  ,  0.11965  ,\n",
              "         0.46931  ,  0.77249  , -0.32196  ,  0.29724  , -0.76281  ,\n",
              "         0.094952 ,  0.69615  ,  0.031    ,  0.34311  ,  0.3716   ,\n",
              "        -2.4612   , -0.18062  , -0.44132  ,  0.91056  , -0.9327   ,\n",
              "         2.929    ,  0.79259  , -1.1483   , -0.4305   , -0.033168 ,\n",
              "         0.22947  , -0.80059  , -0.090278 ,  0.20351  , -0.49679  ,\n",
              "        -0.36519  ,  0.22556  ,  0.37469  ,  0.17841  ,  0.61943  ,\n",
              "        -0.03555  , -0.067799 , -0.088973 ,  0.022376 , -0.19262  ]),\n",
              " 'find': array([ 1.0802  ,  0.085736,  0.28167 , -0.19273 ,  0.93193 , -0.10568 ,\n",
              "        -0.80244 ,  0.42669 ,  0.22081 ,  0.12251 , -0.31736 ,  0.55053 ,\n",
              "        -0.061096,  0.13448 ,  0.74414 ,  0.55047 ,  0.7179  , -0.14794 ,\n",
              "         0.47325 , -0.90378 , -0.14574 ,  0.52747 ,  0.057465,  0.63847 ,\n",
              "         0.65556 , -1.5925  , -0.87666 , -0.081343,  0.87799 , -0.68604 ,\n",
              "         3.1281  ,  0.30949 , -0.42348 , -0.74618 ,  0.24501 ,  0.30605 ,\n",
              "        -0.3099  ,  0.16849 ,  0.187   , -0.60936 , -0.058143, -0.034153,\n",
              "         0.34745 ,  0.49639 ,  0.53131 ,  0.11259 ,  0.030348,  0.062295,\n",
              "         0.16278 ,  0.17376 ]),\n",
              " 'album': array([-0.79431  ,  0.59299  , -0.31143  , -0.35942  , -0.24215  ,\n",
              "         0.55007  , -1.3134   ,  0.034111 ,  0.34875  ,  1.7234   ,\n",
              "         0.70797  ,  0.61513  , -0.46275  ,  0.73107  ,  0.93694  ,\n",
              "        -0.67542  ,  0.32331  , -0.61677  , -0.34743  , -0.24339  ,\n",
              "        -0.070865 ,  0.38931  ,  1.0161   ,  0.21721  ,  0.43778  ,\n",
              "         0.14218  , -2.1044   ,  0.10197  ,  0.13828  , -0.759    ,\n",
              "         3.1202   , -1.3181   ,  0.30527  ,  0.52625  , -0.057076 ,\n",
              "        -0.26051  ,  1.3767   , -1.0968   , -0.55682  , -1.2273   ,\n",
              "         0.0099695, -0.79864  , -1.1103   , -1.7776   , -0.17676  ,\n",
              "        -0.096161 ,  0.048674 , -1.184    , -0.82708  ,  0.3329   ]),\n",
              " 'senior': array([-0.85691  ,  0.73243  ,  0.15821  ,  0.39441  ,  0.92551  ,\n",
              "        -0.54947  , -0.70786  ,  0.18366  , -0.45851  , -1.5315   ,\n",
              "        -0.1599   ,  0.12623  , -0.97626  ,  0.047479 , -0.09726  ,\n",
              "         0.094083 ,  0.33633  ,  0.48962  , -0.13007  ,  0.28393  ,\n",
              "         0.29516  ,  0.58328  ,  0.25367  ,  0.16401  , -0.85002  ,\n",
              "        -1.8843   ,  0.33144  , -0.85419  , -1.7226   ,  0.40673  ,\n",
              "         2.5342   , -0.10991  ,  0.0037014, -0.69877  ,  0.7746   ,\n",
              "        -0.014849 , -0.39898  , -0.20122  ,  0.3418   , -0.17201  ,\n",
              "        -0.47878  ,  0.33775  , -0.20541  , -0.15614  ,  0.74306  ,\n",
              "        -0.54136  , -0.57573  ,  1.1167   , -0.1346   ,  0.65562  ]),\n",
              " 'minutes': array([ 1.6963e-01,  2.0912e-05,  5.1110e-01, -5.0768e-01,  6.9489e-01,\n",
              "        -1.1762e-01, -3.2955e-01,  5.3581e-01, -3.4780e-01,  2.9399e-01,\n",
              "        -4.4349e-01, -7.2387e-01, -5.8002e-01,  5.9233e-01,  8.1141e-01,\n",
              "        -8.3223e-01, -1.4136e-01, -8.9118e-01, -1.9858e+00, -4.2562e-01,\n",
              "         3.3684e-02,  8.2110e-01,  1.4019e+00,  6.7574e-02,  3.9490e-01,\n",
              "        -6.1005e-01,  1.4228e+00,  6.4380e-01,  4.4596e-01, -6.8921e-01,\n",
              "         3.2237e+00,  9.0785e-01, -3.6662e-01,  4.7890e-01,  3.2956e-01,\n",
              "         3.3298e-01,  8.4169e-01,  1.3068e+00,  8.2378e-01, -1.1558e-01,\n",
              "         7.3223e-01,  6.8738e-01,  9.5993e-02, -5.3454e-01, -7.4187e-01,\n",
              "         8.4298e-01,  8.5829e-01, -2.2049e-01,  2.8477e-01, -2.1522e-01]),\n",
              " 'together': array([ 5.2691e-01,  6.2192e-02,  1.3797e-02, -2.4144e-01,  9.4915e-01,\n",
              "         9.0511e-01, -6.7528e-01, -5.0750e-01, -1.0105e+00, -2.4563e-01,\n",
              "         1.8366e-01, -7.1627e-02, -5.6162e-01,  4.1912e-01,  3.9582e-01,\n",
              "         3.2691e-01,  4.6197e-01,  8.5586e-02,  2.7197e-01, -5.6735e-01,\n",
              "         6.4228e-01,  7.1947e-01,  9.8110e-01,  7.2394e-02,  3.4421e-01,\n",
              "        -4.4457e-01, -1.4271e-01, -3.6439e-01,  3.3597e-03, -8.7613e-01,\n",
              "         3.4852e+00,  7.3840e-01, -4.3386e-01, -2.7189e-01, -8.7298e-02,\n",
              "         1.0760e-01, -4.5525e-01,  6.3280e-01,  1.4832e-01,  7.4073e-02,\n",
              "        -4.3526e-01, -2.9084e-01,  8.7274e-02, -3.9251e-01, -1.7586e-01,\n",
              "         8.9582e-02, -1.3581e-01, -7.5564e-01, -5.5760e-01, -4.2156e-01]),\n",
              " 'congress': array([-0.42487 , -1.2592  ,  0.17763 , -0.47071 ,  0.17051 , -0.21389 ,\n",
              "         0.16297 , -0.058873, -0.099256, -0.89257 , -0.96647 ,  0.05048 ,\n",
              "         0.26272 ,  0.48796 ,  0.16963 , -0.048487, -0.19856 , -0.41707 ,\n",
              "         0.78543 , -0.47586 ,  0.81754 , -0.80288 ,  0.41551 , -0.66494 ,\n",
              "         0.3718  , -2.4317  ,  0.054243, -0.66166 , -1.0661  ,  0.37148 ,\n",
              "         2.6544  , -0.011445, -1.7545  , -0.6938  , -0.81566 , -0.80149 ,\n",
              "        -0.041314,  0.18222 , -0.088979, -0.66671 , -1.3742  ,  0.073956,\n",
              "        -0.50228 ,  0.21624 , -1.0711  ,  1.1412  , -0.55875 ,  0.1259  ,\n",
              "         0.075024, -0.066371]),\n",
              " 'index': array([-1.9409e+00, -6.1217e-01,  6.8502e-01,  4.8418e-01,  1.6231e+00,\n",
              "        -1.5288e+00,  2.7655e-01, -2.1091e+00, -1.7909e-01,  7.6367e-01,\n",
              "         7.1182e-01, -1.0581e+00, -5.0535e-01, -3.1684e-01, -9.1379e-02,\n",
              "         5.3224e-01, -1.2349e+00, -1.6658e+00, -1.0100e+00, -1.3809e-01,\n",
              "         1.4789e+00, -3.1234e-01, -6.0151e-02, -5.9057e-01, -6.6634e-01,\n",
              "        -2.7444e-01, -2.7491e-01, -3.4685e-01, -3.0161e-01,  3.0946e-01,\n",
              "         3.3212e+00, -3.2398e-01,  1.1586e+00,  1.0702e-01,  1.1786e-03,\n",
              "        -1.6314e+00, -7.4058e-01, -4.2707e-01,  1.1665e+00, -1.5704e-01,\n",
              "        -4.3603e-01, -7.5687e-01,  1.1331e+00,  5.0686e-01,  1.3765e-02,\n",
              "        -2.2531e-01,  1.4782e+00,  1.7909e-02,  1.6242e+00, -6.5187e-01]),\n",
              " 'australia': array([-0.66844 , -0.028264, -0.36074 ,  0.8417  , -0.21838 ,  0.20159 ,\n",
              "        -0.79323 ,  0.14662 ,  1.0802  , -0.64468 ,  0.46575 ,  0.14034 ,\n",
              "        -0.18538 , -0.61298 ,  0.50717 ,  0.60706 ,  1.0197  , -0.53141 ,\n",
              "        -1.4366  ,  0.28213 ,  0.31179 ,  0.38623 ,  0.055987,  0.38529 ,\n",
              "         0.5494  , -1.1372  ,  1.0352  , -0.66566 , -0.82223 ,  0.45742 ,\n",
              "         2.7763  ,  0.19196 ,  0.80873 ,  0.098878,  0.14402 , -0.37979 ,\n",
              "         0.33395 , -0.056501, -1.072   , -1.3023  , -0.030731, -0.38568 ,\n",
              "         1.0704  , -0.74367 ,  0.31475 ,  1.3934  , -0.72732 , -0.29135 ,\n",
              "         0.1166  , -0.52491 ]),\n",
              " 'results': array([ 0.087739,  0.1205  , -0.055462,  1.2501  , -0.39726 , -0.20533 ,\n",
              "         0.1694  ,  0.54744 ,  0.22219 ,  0.17485 ,  0.50907 , -1.1685  ,\n",
              "        -0.74995 , -0.49909 ,  0.97557 ,  0.60391 , -0.47027 , -1.0152  ,\n",
              "        -0.56823 , -1.1348  ,  0.23463 , -0.26927 ,  0.85125 ,  0.004758,\n",
              "         0.032431, -0.8334  , -1.418   , -0.090377, -0.87929 ,  0.53086 ,\n",
              "         3.1828  ,  0.40265 , -0.40857 , -1.0655  ,  0.21221 , -0.92504 ,\n",
              "         0.548   ,  1.1508  ,  0.036407, -0.94276 , -0.20125 , -0.84362 ,\n",
              "        -0.11281 ,  0.23204 ,  0.22245 ,  0.20522 ,  0.30897 ,  1.1533  ,\n",
              "         0.98419 , -0.17333 ]),\n",
              " 'hard': array([-0.53079 , -0.21965 ,  0.53268 , -0.23144 ,  0.074339, -0.065505,\n",
              "        -0.10421 ,  0.30725 , -0.49644 ,  0.65372 , -0.38484 , -0.16258 ,\n",
              "        -0.6452  ,  0.36771 ,  0.089541,  0.33131 ,  0.72552 , -0.05129 ,\n",
              "         0.36862 , -0.89896 , -0.53229 ,  0.33536 ,  0.19408 ,  0.18393 ,\n",
              "         0.5277  , -1.8321  , -0.53567 ,  0.11963 ,  0.87309 , -0.40913 ,\n",
              "         3.5748  ,  0.168   , -0.26982 ,  0.1895  , -0.15528 ,  0.23055 ,\n",
              "        -0.30747 ,  0.44402 ,  0.14332 , -0.56575 , -0.13017 ,  0.2943  ,\n",
              "        -0.052564,  0.40329 ,  0.45792 ,  0.3516  , -0.019691, -0.20061 ,\n",
              "        -0.24725 , -0.030552]),\n",
              " 'hours': array([ 0.90798 ,  0.18343 ,  0.47635 , -0.35308 , -0.064941, -0.39608 ,\n",
              "        -0.42769 ,  0.80716 , -0.11274 , -0.47256 , -0.64652 , -1.1557  ,\n",
              "        -0.17982 ,  0.42551 ,  1.1561  , -0.29252 , -1.0696  , -0.036168,\n",
              "        -0.96465 , -0.56235 ,  0.79512 ,  1.2209  ,  1.0963  ,  0.19703 ,\n",
              "         0.30994 , -0.83341 ,  0.69044 ,  0.24359 ,  0.72366 ,  0.36452 ,\n",
              "         3.408   ,  0.47935 , -0.71401 ,  0.084464,  0.31819 ,  0.19943 ,\n",
              "         0.7199  ,  0.28686 ,  0.32515 ,  0.46671 , -0.23035 ,  0.20707 ,\n",
              "         0.16273 ,  0.20489 , -0.28424 , -0.14181 ,  0.152   , -0.27662 ,\n",
              "        -0.41115 ,  0.16289 ]),\n",
              " 'land': array([ 0.74371 , -0.016254,  0.083695,  0.28836 ,  0.48225 ,  0.096555,\n",
              "        -1.0479  , -0.55865 ,  0.045135, -0.92211 , -0.090762,  0.20471 ,\n",
              "         0.87533 , -1.2334  , -0.075768,  0.84262 ,  1.2116  ,  0.14834 ,\n",
              "        -0.67486 ,  0.11422 ,  0.31473 , -0.23918 , -0.53633 , -0.56533 ,\n",
              "         0.28055 , -0.98942 , -0.029922, -0.15409 ,  1.314   ,  0.25322 ,\n",
              "         3.3399  , -0.83648 , -0.55566 ,  0.12633 , -0.066171,  0.094796,\n",
              "        -0.68131 , -0.38038 , -0.12023 ,  0.23884 , -0.46936 , -0.24094 ,\n",
              "         0.55011 ,  0.38747 , -0.98365 , -0.58501 , -0.83599 , -0.84043 ,\n",
              "         0.21112 , -0.74239 ]),\n",
              " 'action': array([ 2.4196e-01, -7.4387e-01, -5.1436e-01, -8.9699e-02, -2.6825e-01,\n",
              "         4.5664e-01,  7.2555e-01, -2.1819e-01,  4.2826e-02,  1.8943e-01,\n",
              "        -3.2057e-01,  5.7118e-02, -5.9674e-01,  2.2751e-01,  1.2945e-01,\n",
              "        -2.9623e-01,  6.4950e-01, -2.2105e-01, -5.7708e-01, -4.5436e-01,\n",
              "         2.5636e-01,  9.9275e-02, -1.1760e-01, -1.6338e-01, -2.3526e-01,\n",
              "        -1.8493e+00, -1.0322e-01, -3.5198e-01,  2.4535e-03,  3.3223e-02,\n",
              "         3.3513e+00,  1.5836e-01, -1.0583e+00, -7.2565e-01, -5.7345e-01,\n",
              "        -5.7453e-02,  4.7996e-01, -9.9358e-01, -8.0074e-01, -6.2818e-01,\n",
              "        -2.2644e-01,  1.4946e-01, -3.2743e-02, -3.3740e-01,  2.0041e-01,\n",
              "        -2.3766e-03,  1.2109e-02,  5.5461e-01,  1.5185e-01,  7.0218e-01]),\n",
              " 'higher': array([-0.64024 ,  0.22079 ,  0.79316 , -0.71459 ,  0.59939 , -0.21182 ,\n",
              "         0.24904 , -0.63085 ,  0.033044,  0.50756 ,  0.65401 , -0.49695 ,\n",
              "         0.6463  , -0.72972 , -0.11375 ,  0.80608 , -0.33519 , -0.39879 ,\n",
              "        -0.6108  , -0.99099 ,  0.78769 , -0.66411 ,  0.10332 , -0.473   ,\n",
              "        -0.23257 , -1.178   ,  0.21467 , -0.16859 , -0.14192 ,  0.90384 ,\n",
              "         3.9415  ,  0.74366 ,  1.0567  , -0.21703 ,  0.75132 , -1.1666  ,\n",
              "        -0.44778 ,  0.092494,  0.58773 , -0.44638 , -0.84593 , -0.07333 ,\n",
              "         0.68969 ,  0.48407 , -0.019144, -0.49032 ,  0.58591 ,  0.39169 ,\n",
              "         0.48491 ,  0.042346]),\n",
              " 'field': array([-0.49284 ,  0.3731  ,  0.15565 ,  0.70044 ,  0.77405 , -0.48151 ,\n",
              "        -1.2244  , -0.02163 ,  0.63856 , -0.49535 ,  0.35081 , -0.29986 ,\n",
              "        -0.89631 ,  0.17606 , -0.49078 , -0.36775 ,  1.0308  ,  0.12271 ,\n",
              "        -1.7308  , -0.61148 , -0.3035  , -0.19532 ,  0.17095 , -0.6249  ,\n",
              "        -0.030165, -1.0511  ,  0.19154 , -0.16093 ,  0.35696 , -0.4017  ,\n",
              "         2.9194  ,  0.046222, -0.40594 , -1.0688  ,  0.13752 ,  0.60408 ,\n",
              "        -0.22031 ,  1.2583  ,  0.54187 ,  0.74807 ,  0.01358 , -0.10952 ,\n",
              "        -0.78435 ,  0.69711 , -0.39348 , -0.184   ,  0.65022 ,  0.1018  ,\n",
              "        -0.77246 , -0.026201]),\n",
              " 'cut': array([ 0.25322 , -0.34355 ,  0.79544 , -0.67276 ,  0.030686,  0.5094  ,\n",
              "        -0.4479  , -0.18801 , -0.017476, -0.34959 , -0.52884 , -0.15356 ,\n",
              "        -0.16261 ,  0.14659 ,  0.48336 ,  0.38471 ,  0.2326  , -0.37369 ,\n",
              "         0.10151 , -1.0127  ,  0.37486 , -0.78136 ,  0.314   , -0.61849 ,\n",
              "        -0.62249 , -1.2987  ,  0.37412 ,  0.84641 ,  0.38115 , -0.37949 ,\n",
              "         3.5398  ,  0.52446 ,  0.11603 ,  1.0183  , -0.20129 , -0.10432 ,\n",
              "        -0.22025 ,  0.28246 ,  0.53979 , -0.98981 , -0.3338  ,  0.33967 ,\n",
              "         0.42538 , -0.38407 ,  0.079325, -0.08977 ,  0.18659 ,  0.20507 ,\n",
              "        -0.4098  ,  0.094407]),\n",
              " 'coach': array([-1.3191 ,  0.50071, -0.44091,  0.27854, -0.28167, -0.77318,\n",
              "        -1.8684 ,  0.6585 , -1.7581 , -0.93415,  1.1725 ,  1.1401 ,\n",
              "        -1.7057 , -0.79079,  1.2353 ,  0.2022 ,  0.35995,  0.91442,\n",
              "        -1.0252 , -0.44264, -2.3854 ,  0.27066, -0.2895 , -0.17293,\n",
              "         0.304  , -1.8483 ,  0.40081,  0.39601, -0.48398, -0.26892,\n",
              "         1.9003 ,  1.057  , -0.10149, -0.40543,  0.47148,  0.71678,\n",
              "         0.41254,  1.0293 ,  0.71875, -0.35488, -0.28058,  0.59594,\n",
              "        -0.89505, -0.28063,  0.61414,  0.57723, -0.19236,  1.1007 ,\n",
              "        -0.20213,  0.8252 ]),\n",
              " 'elections': array([-0.13445 , -0.6576  ,  0.41363 ,  0.34558 , -0.28061 ,  0.20968 ,\n",
              "         0.26462 ,  0.65484 , -0.83362 , -0.70639 , -0.69032 , -1.4992  ,\n",
              "        -0.53414 ,  0.21121 ,  0.5393  ,  0.50471 ,  0.40795 , -1.1387  ,\n",
              "         0.41162 , -0.14015 ,  0.42784 , -0.2466  ,  0.93548 ,  0.062552,\n",
              "        -0.12913 , -1.4216  , -0.34073 , -0.39061 , -0.42323 ,  1.428   ,\n",
              "         2.9669  ,  0.54565 , -2.2838  , -1.1999  , -0.4498  , -0.59766 ,\n",
              "         0.2082  ,  0.17048 , -0.61416 , -0.55638 , -1.4048  ,  0.10511 ,\n",
              "        -0.99907 , -0.58213 , -1.4982  ,  0.50335 , -1.2385  ,  0.2383  ,\n",
              "         1.1548  , -0.63497 ]),\n",
              " 'san': array([ 0.77545 ,  0.62157 , -0.27891 ,  1.0867  , -0.40926 , -1.4058  ,\n",
              "        -1.8477  ,  0.085812, -0.31815 ,  0.51294 , -0.28485 , -0.14477 ,\n",
              "         0.091209, -0.20681 ,  0.14368 , -1.5293  , -0.57204 , -0.15389 ,\n",
              "        -0.84017 ,  0.2876  , -0.88978 , -0.3325  , -0.69854 ,  0.19811 ,\n",
              "        -0.71199 , -1.0388  ,  0.86611 , -0.12489 , -0.23015 , -1.0542  ,\n",
              "         2.7682  , -0.45987 , -0.39637 , -0.89766 , -0.20836 , -0.57249 ,\n",
              "        -0.19341 ,  0.25534 ,  1.2993  ,  0.42054 , -0.50359 ,  0.24355 ,\n",
              "         0.15007 ,  0.036587, -0.46556 ,  0.26    , -0.40306 , -1.3715  ,\n",
              "         0.44096 ,  0.66811 ]),\n",
              " 'issues': array([-0.50291 ,  0.41886 , -0.20625 ,  0.44692 ,  0.27601 ,  0.84386 ,\n",
              "         0.01491 , -0.98625 ,  0.076773, -0.67197 , -0.82826 , -0.12572 ,\n",
              "        -0.53927 ,  0.18548 ,  0.24048 , -0.16279 , -0.29328 , -0.62123 ,\n",
              "         1.091   , -0.41091 ,  0.69822 ,  0.46033 ,  0.19191 , -0.21473 ,\n",
              "         0.4226  , -1.1595  ,  0.15255 , -0.29351 , -0.054633,  0.5654  ,\n",
              "         3.6377  ,  0.12121 ,  0.20777 , -0.97024 , -0.42392 , -0.51713 ,\n",
              "        -0.86364 , -0.14292 , -0.56066 ,  0.038465, -0.9006  , -0.43727 ,\n",
              "         0.93617 ,  0.61219 , -0.074781,  0.6504  , -0.070455,  1.3314  ,\n",
              "         0.030462,  0.024241]),\n",
              " 'executive': array([ 2.3636e-01, -9.3664e-02, -2.4729e-01,  1.1486e+00,  6.6526e-01,\n",
              "        -2.1669e-01, -8.8273e-01, -6.7876e-01,  4.5906e-01, -1.2011e+00,\n",
              "         3.2400e-01,  1.4067e+00, -1.5239e+00,  1.8451e-01,  5.2918e-01,\n",
              "         3.7282e-01,  3.9823e-02,  3.0120e-01,  3.9206e-01, -7.2828e-01,\n",
              "         5.1169e-01,  1.5891e-01, -4.1615e-01, -4.9706e-01, -9.8049e-01,\n",
              "        -1.4511e+00, -1.2456e-02, -3.5786e-01, -1.6706e+00,  6.4447e-01,\n",
              "         2.3042e+00, -1.0636e-01, -2.0121e-02, -2.6607e-01, -4.5422e-01,\n",
              "        -8.7213e-01, -1.8578e-02,  2.0610e-03,  7.1411e-01, -2.0785e-01,\n",
              "        -3.2028e-01,  7.6318e-01, -7.1661e-01, -6.0271e-02, -3.9169e-01,\n",
              "         4.9528e-02, -1.1676e+00,  1.6172e-01, -4.2703e-01,  1.6548e+00]),\n",
              " 'february': array([-0.15361 , -0.059373, -0.098474, -0.33013 , -0.28553 ,  0.08729 ,\n",
              "        -1.1518  ,  0.056743, -0.51336 , -0.57731 ,  0.59458 , -0.57563 ,\n",
              "        -0.40959 , -0.50163 ,  1.2903  ,  0.15912 , -1.2156  , -0.3861  ,\n",
              "        -1.6646  ,  0.9078  ,  1.3081  , -0.26474 ,  0.66929 , -0.50531 ,\n",
              "        -0.59397 , -1.1836  ,  0.4968  , -0.35189 , -0.12189 ,  1.1742  ,\n",
              "         2.6935  , -0.59249 , -0.8386  , -0.4749  ,  0.1896  , -0.66735 ,\n",
              "         0.7089  ,  0.020968,  0.10405 , -0.3343  , -0.52283 , -0.39108 ,\n",
              "        -0.327   , -1.43    , -0.56009 ,  0.052651, -0.31015 , -0.65136 ,\n",
              "         0.093905, -0.018248]),\n",
              " 'production': array([ 0.35808  , -0.52533  , -0.080425 ,  0.10165  , -0.47567  ,\n",
              "         0.53815  , -0.6731   , -1.0525   ,  0.76994  ,  1.1221   ,\n",
              "         1.0075   ,  0.26246  , -0.29171  , -0.23487  ,  0.83308  ,\n",
              "         0.18155  ,  0.35651  ,  0.97671  , -0.47373  , -0.88687  ,\n",
              "         1.6075   , -0.8328   ,  0.025867 , -0.7759   , -0.28627  ,\n",
              "        -0.51853  , -0.42263  ,  0.14499  ,  0.6292   ,  0.45936  ,\n",
              "         3.5133   , -0.35411  ,  0.38744  , -0.085173 ,  0.30017  ,\n",
              "         0.10935  , -0.055825 ,  0.70916  , -0.032329 ,  0.037709 ,\n",
              "        -0.50488  ,  0.13524  , -0.10868  , -1.8467   ,  0.11001  ,\n",
              "         0.062888 , -0.049938 ,  0.0070335, -0.74211  ,  0.78561  ]),\n",
              " 'areas': array([ 0.83401  , -0.078405 , -0.0697   ,  0.29173  , -0.69026  ,\n",
              "        -0.29046  , -0.711    , -0.36263  ,  0.70628  , -0.99969  ,\n",
              "        -0.027634 , -1.1352   ,  1.0044   , -0.76775  , -0.78103  ,\n",
              "         1.0028   ,  0.92654  ,  0.015944 ,  0.2596   ,  0.098682 ,\n",
              "        -0.2534   , -0.019144 ,  0.20628  ,  0.40959  , -0.22371  ,\n",
              "        -0.46823  ,  0.064054 ,  0.32331  ,  0.75817  ,  0.13599  ,\n",
              "         4.2121   ,  0.060129 ,  0.35383  , -1.3483   ,  0.27254  ,\n",
              "         0.85089  , -0.5542   , -0.029429 , -0.403    ,  0.76431  ,\n",
              "        -1.0849   ,  0.28107  ,  0.76916  ,  0.16097  , -0.14958  ,\n",
              "        -0.038134 , -0.50054  , -0.085285 ,  0.0080296, -0.43174  ]),\n",
              " 'river': array([ 7.3109e-01,  1.0242e+00, -2.6714e-01, -3.3449e-01, -1.4873e+00,\n",
              "        -3.7840e-01, -1.2873e+00,  7.1923e-01,  1.1322e+00, -9.0059e-01,\n",
              "        -1.2594e-01,  7.2664e-01,  7.2766e-01, -1.0212e+00, -1.6100e+00,\n",
              "        -2.3452e-01,  1.2707e+00, -6.4512e-02, -6.8331e-01,  2.6957e-01,\n",
              "        -2.1492e-01, -1.0354e+00,  7.7650e-01,  1.5299e-04,  6.2976e-01,\n",
              "        -1.3818e+00, -1.9453e-01,  1.3069e+00, -3.0326e-01, -1.4769e+00,\n",
              "         2.9696e+00, -5.6795e-01,  3.3913e-01,  3.8007e-01,  1.8625e-03,\n",
              "        -2.8222e-01, -8.7329e-01, -7.9432e-01,  1.3823e+00,  7.9638e-01,\n",
              "        -7.1245e-01, -2.8103e-01,  5.6754e-02, -9.7843e-01, -1.1465e+00,\n",
              "        -6.2487e-01,  2.6281e-01, -1.4434e+00,  4.0201e-01, -1.3707e+00]),\n",
              " 'face': array([-0.051524 ,  0.25137  , -0.14722  , -0.061506 ,  0.32593  ,\n",
              "         0.38156  ,  0.55556  ,  0.62217  , -0.16847  , -0.21296  ,\n",
              "        -0.28909  , -0.15927  , -0.65887  ,  0.083074 ,  0.58494  ,\n",
              "         0.0089347,  0.11029  , -0.81686  , -0.15163  , -0.78485  ,\n",
              "        -0.78144  ,  0.21021  , -0.034455 , -0.2988   , -0.46719  ,\n",
              "        -2.1546   ,  0.15288  ,  0.50366  ,  0.3593   , -0.12171  ,\n",
              "         2.9504   ,  0.76009  ,  0.025124 , -0.36938  , -0.40831  ,\n",
              "         0.40751  , -0.16736  , -0.15224  , -0.09004  , -1.3537   ,\n",
              "        -0.24557  ,  0.53153  ,  0.56965  ,  0.18923  ,  0.61818  ,\n",
              "         0.066045 , -0.029378 , -0.40707  ,  0.0065966, -0.61169  ]),\n",
              " 'using': array([ 0.52404 , -0.39838 ,  0.70412 , -0.1121  , -0.19795 ,  0.60892 ,\n",
              "        -0.27509 , -0.9671  , -0.043578,  0.38548 ,  0.46922 ,  0.51537 ,\n",
              "         0.34952 ,  0.23302 , -0.38825 ,  0.26677 , -0.17263 ,  0.29016 ,\n",
              "        -0.30558 , -1.1148  ,  0.54321 , -0.37469 ,  0.53342 ,  0.13046 ,\n",
              "         0.040481, -1.4499  , -0.16811 , -0.15969 ,  0.57393 , -0.72416 ,\n",
              "         3.5208  , -0.56788 , -0.94981 , -0.72898 ,  0.29006 ,  0.64675 ,\n",
              "         0.3036  ,  0.27129 , -0.3993  ,  0.25147 ,  1.0442  ,  0.15363 ,\n",
              "         0.058347,  0.71074 ,  0.44194 , -0.32968 ,  0.45589 ,  0.14325 ,\n",
              "         0.020076, -0.35484 ]),\n",
              " 'japanese': array([-0.30919 , -0.35173 ,  0.077699,  0.28382 ,  0.58852 , -0.057347,\n",
              "        -0.59888 ,  0.069184, -1.4809  , -0.27295 ,  0.96721 ,  0.24209 ,\n",
              "         0.7149  ,  1.2033  ,  0.41348 , -0.019271, -0.94934 ,  0.71965 ,\n",
              "        -0.53969 ,  0.20194 ,  1.2115  , -0.39822 , -0.87987 , -0.42378 ,\n",
              "         0.6151  , -1.865   , -0.40182 , -0.46066 , -0.31456 , -0.10373 ,\n",
              "         2.9272  ,  0.016333,  0.82838 ,  0.55921 ,  0.10666 , -0.10548 ,\n",
              "        -0.22221 , -0.54478 , -1.2444  , -0.63589 , -0.75659 , -0.66823 ,\n",
              "         1.2943  , -0.87361 ,  1.7536  , -0.45602 , -0.24003 ,  0.95075 ,\n",
              "         0.29086 , -0.37979 ]),\n",
              " 'province': array([ 1.0481  , -0.96769 , -0.53122 ,  0.97405 ,  0.057407, -0.66999 ,\n",
              "         0.50447 ,  0.7854  ,  0.18143 , -0.36567 ,  0.50126 , -1.8973  ,\n",
              "         1.0038  , -1.6106  , -0.32138 , -0.16982 , -0.2335  ,  1.0152  ,\n",
              "         0.11137 ,  1.4865  , -0.36701 , -0.68202 ,  0.30785 ,  0.38975 ,\n",
              "         0.028601, -1.6704  , -0.076615,  0.13202 , -0.62198 , -0.3884  ,\n",
              "         3.564   , -0.078971, -0.27956 ,  0.06812 ,  0.65281 ,  0.38024 ,\n",
              "        -0.7964  ,  0.36415 ,  0.07007 ,  1.1944  , -1.3365  ,  0.82266 ,\n",
              "         0.088684, -1.9498  , -0.3918  ,  0.025461, -0.69422 , -0.024551,\n",
              "         0.87407 , -1.0059  ]),\n",
              " 'park': array([ 0.34111 ,  1.6838  , -0.27013 ,  0.91403 , -0.39822 , -1.0604  ,\n",
              "        -1.7244  , -0.60697 ,  0.60083 , -0.79669 , -1.0248  , -0.30963 ,\n",
              "         0.097084, -1.3716  , -0.29236 ,  0.60255 ,  1.2407  ,  0.78956 ,\n",
              "        -1.2776  ,  0.15796 ,  0.014214, -0.10963 , -1.0911  , -0.035624,\n",
              "         0.22818 , -1.0296  ,  0.38084 ,  0.51161 , -0.55107 , -1.1679  ,\n",
              "         2.4775  , -0.34698 ,  0.25311 , -0.68253 ,  0.36669 ,  0.037549,\n",
              "         0.73613 , -0.089027,  0.019783, -0.28858 , -0.56479 , -0.60335 ,\n",
              "        -0.4165  ,  0.26696 ,  0.44207 ,  0.014374, -0.46199 , -1.5983  ,\n",
              "         0.39845 ,  0.023026]),\n",
              " 'price': array([-0.44954 ,  0.11784 ,  0.65071 , -0.042841,  0.58203 , -0.12502 ,\n",
              "        -0.17475 , -0.79379 ,  0.20936 ,  0.67822 , -0.07809 ,  0.21738 ,\n",
              "        -0.38139 , -0.99193 ,  1.1904  ,  0.84296 , -0.077351, -0.59403 ,\n",
              "        -0.56399 , -1.325   ,  1.359   , -0.63021 , -0.21871 , -0.49675 ,\n",
              "        -0.50683 , -1.1777  , -0.142   ,  0.13053 ,  0.8583  ,  0.93815 ,\n",
              "         3.1927  , -0.070536,  0.97513 ,  0.86562 ,  0.78035 , -1.2842  ,\n",
              "        -0.19745 , -0.19072 ,  0.23972 , -0.61404 , -0.085975,  0.54901 ,\n",
              "         0.48752 ,  0.15015 ,  0.24876 , -0.24506 ,  0.24964 ,  0.45262 ,\n",
              "         0.40169 ,  0.67247 ]),\n",
              " 'commission': array([ 0.099351, -0.53471 , -0.71951 ,  0.47086 ,  0.078131, -0.25357 ,\n",
              "        -0.16617 , -0.43363 ,  0.78496 , -1.5791  ,  0.02966 ,  0.33674 ,\n",
              "        -0.29481 ,  0.030016,  0.56835 , -0.17602 ,  0.26193 , -0.46412 ,\n",
              "         0.43477 , -0.75357 ,  0.83578 , -0.29913 ,  0.071238, -0.87378 ,\n",
              "        -0.51932 , -1.7261  ,  0.40586 , -0.10865 , -1.64    ,  0.25629 ,\n",
              "         2.7241  , -0.45334 , -1.4383  , -1.1996  , -0.76045 , -0.63549 ,\n",
              "         0.46091 , -0.11862 ,  0.48623 ,  0.12935 , -0.71919 , -0.12797 ,\n",
              "         0.46967 , -0.14924 , -0.80295 ,  0.22908 , -1.0486  ,  1.1264  ,\n",
              "         0.58917 ,  0.060421]),\n",
              " 'california': array([-0.094576,  0.12842 , -0.099356,  0.46342 , -0.99674 , -0.041353,\n",
              "        -1.815   , -0.20399 ,  0.69405 ,  0.056446, -0.51808 , -0.73496 ,\n",
              "         0.97266 , -0.42734 ,  0.14013 , -0.5512  , -0.29905 ,  0.5736  ,\n",
              "        -0.33651 , -0.47473 , -0.23651 , -0.2431  , -0.56144 ,  0.2039  ,\n",
              "        -0.60267 , -1.9407  , -0.084779, -0.079509, -0.26599 , -0.59215 ,\n",
              "         2.596   , -0.84078 , -0.78666 , -1.2118  ,  0.34527 , -0.89909 ,\n",
              "        -0.80615 ,  0.030595,  1.3677  , -0.41649 , -1.2243  ,  0.33881 ,\n",
              "         0.38883 ,  0.076045, -0.54893 ,  0.52766 , -0.084278, -0.81387 ,\n",
              "        -0.19385 ,  0.84154 ]),\n",
              " 'father': array([ 0.095496 ,  0.70418  , -0.40777  , -0.80844  ,  1.256    ,\n",
              "         0.77071  , -1.0695   ,  0.76847  , -0.87813  , -0.0080954,\n",
              "         0.43884  ,  1.0476   , -0.45071  , -0.58931  ,  0.83246  ,\n",
              "        -0.038442 , -0.73533  ,  0.26389  ,  0.12617  ,  0.57623  ,\n",
              "        -0.23866  ,  1.0922   , -0.3367   ,  0.081537 ,  0.84798  ,\n",
              "        -2.4795   , -0.40351  , -0.84087  ,  0.12034  ,  0.29074  ,\n",
              "         1.9711   , -0.50886  , -0.45977  , -0.13617  ,  0.55613  ,\n",
              "         0.22924  , -0.18947  ,  0.43544  ,  0.65151  ,  0.043537 ,\n",
              "        -0.1162   ,  0.72196  , -0.66163  , -0.17272  ,  0.27367  ,\n",
              "        -0.28169  , -0.82025  , -1.5089   ,  0.052787 , -0.035579 ]),\n",
              " 'son': array([ 0.2771  ,  0.97784 , -0.1447  , -0.48693 ,  1.1714  ,  0.67133 ,\n",
              "        -0.86157 ,  0.63143 , -0.98881 , -0.11358 ,  0.2246  ,  1.2442  ,\n",
              "        -0.59939 , -1.0432  ,  0.67863 , -0.10454 , -0.62641 ,  0.17461 ,\n",
              "        -0.1696  ,  0.95344 , -0.46932 ,  0.89562 , -0.30832 ,  0.10274 ,\n",
              "         0.80234 , -2.4357  , -0.47613 , -1.2526  ,  0.1124  ,  0.45486 ,\n",
              "         1.7478  , -0.45626 , -0.63565 ,  0.56231 ,  1.0432  ,  0.063764,\n",
              "         0.10414 ,  0.21323 ,  0.56448 ,  0.11494 , -0.032541,  0.75053 ,\n",
              "        -0.71651 , -0.50863 ,  0.52775 , -0.51207 , -0.72506 , -1.8436  ,\n",
              "         0.38052 ,  0.36673 ]),\n",
              " 'education': array([-0.9266  ,  0.69467 , -0.59079 , -1.0542  , -0.16538 ,  0.26239 ,\n",
              "        -0.37788 , -1.4453  ,  0.40885 , -0.30288 ,  0.03182 , -0.18016 ,\n",
              "         0.42866 , -0.89767 , -0.56316 , -0.27027 ,  0.045694,  0.62575 ,\n",
              "         1.2644  ,  0.76223 ,  0.55267 ,  0.49301 , -0.60455 ,  0.044394,\n",
              "         0.21022 , -1.4351  ,  0.31501 , -1.4332  , -1.1363  ,  0.2626  ,\n",
              "         3.642   ,  0.71513 , -0.51682 , -1.3208  ,  0.011802,  0.35513 ,\n",
              "        -0.16616 ,  0.89067 ,  0.73568 ,  0.24032 , -0.63902 , -0.30806 ,\n",
              "         0.091853,  0.32939 , -0.5166  ,  0.11908 , -0.16218 ,  0.60717 ,\n",
              "         0.51684 ,  0.83162 ]),\n",
              " '7': array([-0.36017 ,  0.7502  ,  0.96994 ,  0.43645 ,  0.33324 ,  0.55937 ,\n",
              "        -0.48321 , -0.28368 , -0.67502 , -0.57289 , -0.17229 , -0.63089 ,\n",
              "        -0.36492 , -0.30817 ,  0.96069 , -0.62278 , -0.85378 , -0.44495 ,\n",
              "        -1.6041  ,  0.72965 ,  0.37163 , -0.43534 ,  1.0693  ,  0.26515 ,\n",
              "        -0.4554  , -0.46383 ,  0.84212 , -0.70661 ,  0.29269 , -0.17144 ,\n",
              "         3.1952  ,  0.08696 , -0.37659 ,  0.43698 ,  0.39818 , -0.47434 ,\n",
              "         0.8521  ,  0.17496 ,  0.48768 , -0.32704 ,  0.090949, -0.52031 ,\n",
              "         0.62967 , -1.0685  , -0.62339 ,  0.94014 ,  0.14662 , -0.86928 ,\n",
              "         0.47812 ,  0.54281 ]),\n",
              " 'village': array([ 4.8284e-01,  5.4364e-01, -3.1861e-01, -3.2944e-01,  8.2965e-01,\n",
              "        -1.3847e-01, -4.5208e-01,  1.7623e-03, -8.3864e-02, -1.1738e+00,\n",
              "        -4.0242e-01, -1.6601e+00,  1.0552e+00, -1.2994e+00, -3.5798e-01,\n",
              "         4.4823e-01,  1.0681e+00,  1.0713e+00, -8.7318e-02,  1.2333e+00,\n",
              "         8.1161e-02,  2.6418e-01, -2.4832e-01,  1.2894e+00,  1.4729e-01,\n",
              "        -7.7164e-01, -6.8391e-01,  2.8282e-01,  9.4609e-02, -1.8460e-01,\n",
              "         3.0294e+00, -9.3536e-01,  2.5209e-01,  2.6816e-01,  6.1407e-01,\n",
              "         3.9091e-01,  2.7015e-01, -3.1245e-01,  3.5563e-01,  9.8634e-01,\n",
              "        -3.7708e-01,  8.9727e-02,  2.3634e-02, -6.4700e-01, -3.1003e-01,\n",
              "        -1.7388e-03, -9.5263e-01, -1.3046e+00,  6.4336e-01, -5.0107e-01]),\n",
              " 'energy': array([ 0.068807,  0.36938 ,  1.0194  ,  0.72622 ,  0.33166 , -0.11674 ,\n",
              "         0.0519  , -0.6263  ,  0.69984 ,  1.1034  ,  0.88412 ,  0.61662 ,\n",
              "         0.06318 ,  0.52554 , -0.60775 ,  0.58884 ,  0.86194 ,  0.73354 ,\n",
              "        -0.27098 , -1.1423  ,  1.231   , -0.38583 ,  0.16454 , -1.2052  ,\n",
              "         0.081969, -1.1499  ,  0.34174 ,  0.16186 ,  0.46667 ,  1.2949  ,\n",
              "         3.2169  ,  0.25992 , -0.19911 , -0.86953 , -0.43616 , -0.7124  ,\n",
              "        -1.0666  ,  0.37666 ,  1.222   ,  0.49324 , -0.11295 ,  0.31521 ,\n",
              "        -0.073187, -0.56738 , -0.21031 ,  0.75698 , -0.53484 ,  0.86998 ,\n",
              "         0.023162,  0.49219 ]),\n",
              " 'shot': array([-2.5804e-01, -7.6377e-01,  8.7391e-01, -5.5965e-01,  8.9591e-01,\n",
              "         4.0548e-01, -1.0059e+00,  2.8948e-01, -9.3588e-02,  1.0001e-01,\n",
              "        -3.2608e-01, -1.1908e+00, -1.2609e+00,  9.4456e-01,  9.7721e-02,\n",
              "        -8.2928e-01,  3.8564e-01, -5.6719e-01, -1.9764e+00,  9.6350e-02,\n",
              "        -7.6436e-01,  1.4546e+00, -4.2371e-02, -4.4737e-01,  3.7623e-01,\n",
              "        -1.9746e+00,  6.8552e-02,  4.0721e-01,  2.6960e-01, -1.0046e+00,\n",
              "         2.3790e+00, -1.6389e-01,  3.8249e-04,  5.5160e-01,  6.2525e-01,\n",
              "         5.0041e-01,  4.6058e-01,  5.6611e-01,  4.4504e-01, -1.2430e-01,\n",
              "         2.2431e-01,  8.9608e-01,  2.2045e-01, -3.2249e-01,  1.3753e-01,\n",
              "        -7.6671e-01,  3.0684e-01, -5.1194e-01,  4.4920e-01, -5.8850e-01]),\n",
              " 'short': array([ 8.2260e-02,  5.2026e-01, -1.3314e-01, -7.8449e-01, -2.3660e-01,\n",
              "         5.8779e-01, -4.1910e-01, -3.9373e-01,  5.4773e-02,  1.2971e-02,\n",
              "        -6.2161e-01,  2.3175e-01, -4.3722e-01,  4.9900e-01,  3.9791e-01,\n",
              "        -2.8424e-01, -5.1524e-02, -3.2952e-01, -8.8485e-01, -3.5463e-01,\n",
              "         2.0174e-01, -1.2790e-01,  6.1101e-01, -3.1412e-01,  4.0172e-01,\n",
              "        -1.2991e+00, -7.2569e-02,  6.1494e-01,  2.1407e-01,  3.2626e-02,\n",
              "         3.4835e+00, -1.1963e-01,  4.5864e-01,  4.7906e-01,  2.2729e-01,\n",
              "         2.2899e-02,  2.2242e-01,  5.3241e-01, -8.6963e-01, -4.5325e-01,\n",
              "        -1.9527e-01,  3.5825e-01, -8.6190e-02, -1.9633e-03, -4.0885e-01,\n",
              "        -4.3347e-01,  6.6171e-01, -2.2696e-02, -3.4519e-01,  2.6502e-01]),\n",
              " 'africa': array([ 0.22664 , -0.21107 , -0.86505 ,  0.45189 , -0.16467 , -0.28681 ,\n",
              "        -0.36661 , -0.6839  ,  1.1271  , -0.48428 ,  0.40109 ,  0.06004 ,\n",
              "        -0.38131 , -0.94453 ,  0.43076 ,  0.21351 ,  1.1131  , -0.36089 ,\n",
              "        -0.59913 ,  0.37159 , -0.67776 ,  0.61465 ,  0.50058 ,  0.30918 ,\n",
              "         0.58115 , -1.027   ,  0.54943 , -0.6019  , -0.76127 ,  0.84897 ,\n",
              "         3.1606  ,  0.73285 , -0.20017 ,  0.1451  , -0.064259, -0.33631 ,\n",
              "        -0.75565 ,  0.18283 , -0.91842 , -0.40828 , -0.59333 ,  0.24493 ,\n",
              "         0.99144 , -0.93238 ,  0.18592 ,  1.6991  , -0.43916 , -0.242   ,\n",
              "         0.069414, -0.97159 ]),\n",
              " 'key': array([ 0.15912 ,  0.22512 ,  0.48318 ,  0.62752 ,  0.73202 , -0.15163 ,\n",
              "        -0.31572 , -0.14877 ,  0.13651 ,  0.047836, -0.3496  , -0.10764 ,\n",
              "        -0.74178 ,  0.4922  , -0.50442 ,  0.22205 ,  0.34967 , -0.88903 ,\n",
              "         0.42555 , -0.26921 ,  0.31919 , -0.34001 , -0.33866 , -0.14304 ,\n",
              "        -0.42091 , -1.3873  ,  0.34693 , -0.2115  , -0.041758,  0.36491 ,\n",
              "         3.6069  , -0.072954, -0.11201 , -0.50525 ,  0.75177 ,  0.039188,\n",
              "        -0.39388 ,  0.21477 , -0.47353 , -0.22379 , -0.44845 ,  0.24211 ,\n",
              "        -0.10163 , -0.18937 ,  0.10739 ,  0.36207 ,  0.2075  ,  0.87523 ,\n",
              "         0.35468 , -0.31814 ]),\n",
              " 'red': array([-0.12878 ,  0.8798  , -0.60694 ,  0.12934 ,  0.5868  , -0.038246,\n",
              "        -1.0408  , -0.52881 , -0.29563 , -0.72567 ,  0.21189 ,  0.17112 ,\n",
              "         0.19173 ,  0.36099 ,  0.032672, -0.2743  , -0.19291 , -0.10909 ,\n",
              "        -1.0057  , -0.93901 , -1.0207  , -0.69995 ,  0.57182 , -0.45136 ,\n",
              "        -1.2145  , -1.1954  , -0.32758 ,  1.4921  ,  0.54574 , -1.0008  ,\n",
              "         2.845   ,  0.26479 , -0.49938 ,  0.34366 , -0.12574 ,  0.5905  ,\n",
              "        -0.037696, -0.47175 ,  0.050825, -0.20362 ,  0.13695 ,  0.26686 ,\n",
              "        -0.19461 , -0.75482 ,  1.0303  , -0.057467, -0.32327 , -0.7712  ,\n",
              "        -0.16764 , -0.73835 ]),\n",
              " 'association': array([-1.4406  ,  0.58249 , -1.2903  ,  0.64414 , -0.38313 , -0.4135  ,\n",
              "        -1.2314  , -0.34478 ,  0.76907 , -0.92177 ,  1.0592  ,  0.35802 ,\n",
              "         0.3303  ,  0.11928 ,  0.075642, -0.26642 ,  0.026377,  0.64826 ,\n",
              "        -0.19121 , -0.48528 ,  0.18678 , -0.15363 , -0.41788 ,  0.33233 ,\n",
              "        -0.87561 , -1.4564  , -0.43698 , -1.0328  , -1.728   ,  0.06726 ,\n",
              "         2.888   ,  0.21731 , -0.36207 , -0.52641 , -0.45183 , -0.30496 ,\n",
              "         0.034511, -0.49968 ,  0.66999 ,  0.18588 , -0.45591 , -0.30164 ,\n",
              "         0.16987 ,  0.6089  ,  0.55034 ,  0.046437, -0.99937 ,  0.61423 ,\n",
              "        -0.18125 ,  0.11436 ]),\n",
              " 'average': array([-1.1287  ,  0.54044 ,  1.2221  , -0.44612 ,  1.5049  , -0.21275 ,\n",
              "        -0.57961 , -0.71531 ,  0.090204,  0.20372 ,  0.16609 , -1.3661  ,\n",
              "         0.95333 , -0.32323 ,  1.0463  , -0.70378 , -0.86721 ,  0.14115 ,\n",
              "        -1.429   , -0.31316 ,  0.11302 , -0.47463 ,  0.17155 , -0.11804 ,\n",
              "         0.12815 , -0.48772 ,  0.14216 , -0.42434 ,  0.79602 ,  1.1944  ,\n",
              "         3.4363  ,  1.0407  ,  1.5956  ,  0.58145 ,  0.76095 , -0.49291 ,\n",
              "        -0.1558  ,  0.40834 ,  0.86473 , -0.11553 , -0.93911 ,  0.090052,\n",
              "         0.65522 ,  0.9792  , -1.0986  , -0.37018 ,  0.34628 ,  0.45069 ,\n",
              "         0.44896 ,  0.72004 ]),\n",
              " 'pay': array([ 0.6349  ,  0.55423 ,  0.93537 , -0.47755 ,  0.24893 ,  0.041865,\n",
              "        -0.44163 ,  0.13965 , -0.022809,  0.3646  , -0.37085 ,  0.45834 ,\n",
              "         0.47128 , -0.81395 ,  1.3447  ,  0.195   , -0.010509,  0.18817 ,\n",
              "         0.50108 , -0.84425 ,  0.94812 , -0.28801 , -0.55769 , -0.42945 ,\n",
              "        -0.6754  , -1.7482  ,  0.079139, -0.63952 ,  0.10042 , -0.12015 ,\n",
              "         3.2252  ,  1.3926  , -0.10828 ,  0.89462 ,  0.13426 , -0.36772 ,\n",
              "         0.17566 , -0.34872 ,  0.78589 , -0.73659 , -0.14789 ,  0.48232 ,\n",
              "         0.61961 ,  0.83252 , -0.74995 , -0.84324 , -0.95983 ,  0.68332 ,\n",
              "        -0.34566 ,  0.54462 ]),\n",
              " 'exchange': array([-0.33034 ,  0.033938,  0.093211,  0.55767 ,  1.126   , -0.83191 ,\n",
              "         0.12359 , -0.20653 , -0.55785 ,  0.35995 ,  0.21178 ,  0.10075 ,\n",
              "        -0.01304 ,  0.08997 ,  0.26551 ,  0.46088 , -0.6543  , -0.66812 ,\n",
              "        -0.3341  ,  0.043334,  2.1307  ,  0.045558, -0.031568, -0.61382 ,\n",
              "        -0.7912  , -0.98564 ,  1.2532  , -0.25039 ,  0.14453 ,  0.12943 ,\n",
              "         3.6045  , -0.1532  ,  0.39279 ,  0.29291 , -0.057073, -0.75694 ,\n",
              "        -0.53804 , -0.39639 ,  0.094155,  0.010419, -0.058462, -0.25224 ,\n",
              "         0.82947 ,  0.050926,  0.12426 , -0.65747 ,  0.18277 ,  0.94694 ,\n",
              "         0.22216 , -0.26753 ]),\n",
              " 'eu': array([ 0.2805   ,  0.096134 , -0.40411  , -0.43212  , -0.21813  ,\n",
              "         0.399    ,  0.11994  , -0.58819  ,  0.16138  , -0.90326  ,\n",
              "         0.6804   ,  0.079212 , -0.207    ,  0.86111  ,  1.0581   ,\n",
              "         0.59307  ,  0.93522  , -1.1357   ,  0.91209  , -0.73258  ,\n",
              "         0.29839  , -0.65858  , -0.54395  ,  0.12593  ,  0.0097543,\n",
              "        -1.4733   ,  0.99091  ,  0.43032  , -0.99453  ,  0.68398  ,\n",
              "         3.0013   ,  0.89257  , -1.124    ,  0.37326  , -1.1387   ,\n",
              "        -1.0753   , -0.093879 ,  0.11037  , -0.52445  , -0.36921  ,\n",
              "        -0.11846  ,  0.10811  ,  1.6898   , -1.2099   , -0.35203  ,\n",
              "         0.67106  , -0.30708  ,  1.7115   ,  0.2901   , -0.41397  ]),\n",
              " 'something': array([ 0.39533  , -0.0064782, -0.26112  , -0.32292  ,  0.96181  ,\n",
              "         0.11242  , -0.30927  ,  0.17085  , -0.38948  ,  0.77584  ,\n",
              "        -0.31334  ,  0.54971  , -0.4579   ,  0.05835  ,  1.0643   ,\n",
              "         0.57949  ,  0.74198  ,  0.22064  ,  0.11507  , -0.84422  ,\n",
              "        -0.43365  ,  0.52626  ,  0.067037 ,  0.16294  ,  1.1345   ,\n",
              "        -2.0336   , -1.211    ,  0.69115  ,  1.418    , -0.80188  ,\n",
              "         3.0172   ,  0.36111  , -0.38275  , -0.51099  , -0.19531  ,\n",
              "        -0.16375  , -0.024037 ,  0.32332  , -0.0070115, -0.49139  ,\n",
              "        -0.28394  ,  0.06881  , -0.11819  ,  0.47825  ,  0.16551  ,\n",
              "         0.29805  ,  0.010174 ,  0.20346  , -0.13682  ,  0.79782  ]),\n",
              " 'gave': array([ 6.5837e-03,  2.9136e-01, -5.5779e-05, -3.1285e-02,  7.6516e-01,\n",
              "         6.6307e-03, -9.6628e-01,  5.6699e-01, -4.0185e-01,  2.3521e-01,\n",
              "        -2.3713e-01,  1.0377e-01, -3.4063e-01, -2.9473e-01,  4.5255e-01,\n",
              "        -5.7198e-01, -2.6533e-01, -1.0092e+00, -6.4242e-01, -1.9775e-01,\n",
              "        -1.8426e-01,  4.1199e-01,  1.5480e-01, -7.1904e-01,  3.1014e-01,\n",
              "        -1.6166e+00, -7.2801e-02, -1.8007e-01, -4.9529e-01, -5.2442e-01,\n",
              "         2.7070e+00,  2.3760e-01, -1.4073e-01, -2.4016e-02,  1.1642e-01,\n",
              "        -2.3657e-01,  4.6737e-01,  3.4074e-01,  8.5699e-02, -5.0767e-01,\n",
              "         5.9033e-01,  3.2394e-01, -5.4082e-01, -2.6176e-01, -2.9694e-01,\n",
              "         5.7471e-02, -4.2508e-01,  4.2426e-01,  4.2196e-02, -4.5257e-02]),\n",
              " 'likely': array([ 0.81916 , -0.11829 ,  0.69654 , -0.1793  ,  0.23077 ,  0.38245 ,\n",
              "        -0.38043 ,  0.41273 , -0.28801 ,  0.10749 ,  0.075333, -0.075726,\n",
              "        -0.024437, -0.027755,  0.80471 ,  0.89545 ,  0.17374 , -0.86411 ,\n",
              "        -0.32413 , -0.61784 , -0.3097  , -0.69249 ,  0.29312 , -0.024985,\n",
              "         0.12827 , -1.6991  , -0.025944, -0.15544 ,  0.19813 ,  0.47284 ,\n",
              "         3.2596  ,  0.47878 , -0.068924, -0.73542 ,  0.27341 , -0.62188 ,\n",
              "        -0.12901 ,  0.17271 , -0.16322 , -0.73633 , -0.92364 ,  0.28963 ,\n",
              "         0.12341 ,  0.31872 ,  0.45838 ,  0.18829 , -0.10578 ,  0.44563 ,\n",
              "         0.15156 ,  0.258   ]),\n",
              " 'player': array([-1.4871   ,  0.40362  , -0.11132  ,  0.79151  ,  0.48877  ,\n",
              "         0.0075059, -0.79438  ,  0.73608  , -0.69985  ,  0.4624   ,\n",
              "         1.1259   ,  0.68915  , -1.003    ,  0.52276  ,  0.83527  ,\n",
              "        -0.34995  ,  0.60207  ,  0.29635  , -1.019    , -0.18823  ,\n",
              "        -1.2797   , -0.19548  , -0.32376  ,  0.68116  , -0.01802  ,\n",
              "        -1.506    ,  0.36944  , -0.76949  , -0.14064  , -0.76108  ,\n",
              "         3.0514   ,  0.47131  ,  0.36084  , -0.20647  ,  0.82575  ,\n",
              "         1.0588   ,  0.52726  ,  0.91026  , -0.16279  , -1.3141   ,\n",
              "         0.44188  ,  0.1986   , -0.14298  ,  0.26461  , -0.27924  ,\n",
              "         0.2561   ,  0.51025  ,  0.23002  , -0.27342  ,  0.23677  ]),\n",
              " 'george': array([-0.3811  ,  1.1439  ,  0.22862 , -0.69739 ,  0.068113,  0.51787 ,\n",
              "        -1.2119  , -0.076324, -1.1163  , -0.84702 , -1.0995  ,  1.2665  ,\n",
              "        -0.31665 , -0.63508 , -0.07403 ,  0.22557 ,  0.22987 , -0.33641 ,\n",
              "        -0.59308 , -0.26622 ,  0.44539 ,  0.23679 , -0.32833 , -1.0097  ,\n",
              "         0.57147 , -2.0506  ,  0.13884 , -0.52393 , -0.30766 ,  0.22662 ,\n",
              "         1.4254  , -0.47093 , -0.44459 , -0.71749 ,  0.60025 , -0.25851 ,\n",
              "         0.26066 ,  0.14437 , -0.49375 , -0.39191 ,  0.030213,  0.87374 ,\n",
              "        -0.41465 , -1.0149  ,  0.28665 ,  0.85734 , -0.89267 , -0.59213 ,\n",
              "        -0.24017 ,  0.77824 ]),\n",
              " '2007': array([-0.47453  ,  0.49665  ,  0.078731 ,  0.44676  , -0.53473  ,\n",
              "         0.23145  , -1.0897   , -0.56187  ,  0.18368  , -0.018003 ,\n",
              "         0.61251  , -0.48071  , -0.70613  , -0.32428  ,  1.3355   ,\n",
              "        -0.22007  , -0.30059  ,  0.21539  , -1.1485   ,  0.48812  ,\n",
              "         0.64302  , -0.4264   ,  0.45993  ,  0.032004 , -0.76522  ,\n",
              "        -0.79275  , -0.062704 , -0.42409  , -0.9937   ,  0.32371  ,\n",
              "         2.8406   , -0.058314 , -0.32633  , -0.46377  ,  0.20334  ,\n",
              "        -0.19239  ,  0.80145  ,  0.0050059, -0.24337  , -0.95408  ,\n",
              "        -0.43849  , -0.47036  , -0.33802  , -1.1411   , -0.81445  ,\n",
              "         0.071667 , -0.25737  , -0.14229  ,  0.16902  ,  0.085988 ]),\n",
              " 'victory': array([-0.66385 ,  0.41015 ,  0.073617,  0.85937 ,  0.30031 , -0.11978 ,\n",
              "        -0.45367 ,  1.4574  , -0.73222 ,  0.28086 , -0.7589  , -1.2996  ,\n",
              "        -0.96887 , -0.57294 , -0.25255 , -0.7098  ,  0.52366 , -1.3184  ,\n",
              "        -1.7125  , -0.074232, -1.2343  , -0.37677 , -0.4526  , -0.95694 ,\n",
              "         0.36827 , -1.8201  , -0.20622 , -0.31884 ,  0.1527  , -0.30461 ,\n",
              "         2.3935  ,  1.3234  , -1.0144  ,  0.35188 , -0.17079 , -0.67128 ,\n",
              "         0.38904 ,  0.94105 , -0.42382 , -1.3848  ,  0.15837 , -0.59283 ,\n",
              "        -0.80945 , -0.46636 , -0.086871,  1.419   , -0.5528  , -0.19525 ,\n",
              "         0.43202 , -0.6991  ]),\n",
              " '8': array([-0.2564  ,  0.78335 ,  0.85796 ,  0.33682 ,  0.43033 ,  0.47916 ,\n",
              "        -0.41089 , -0.38794 , -0.68804 , -0.6897  , -0.27524 , -0.55619 ,\n",
              "        -0.19725 , -0.29213 ,  1.0106  , -0.52346 , -0.80605 , -0.2497  ,\n",
              "        -1.5444  ,  0.4259  ,  0.54156 , -0.34052 ,  1.176   ,  0.38937 ,\n",
              "        -0.46064 , -0.32152 ,  0.93312 , -0.5858  ,  0.29908 , -0.29216 ,\n",
              "         3.3221  ,  0.097658, -0.45206 ,  0.53439 ,  0.4306  , -0.43311 ,\n",
              "         0.80393 ,  0.14101 ,  0.58449 , -0.19426 ,  0.10779 , -0.40735 ,\n",
              "         0.69376 , -0.99923 , -0.57392 ,  1.007   ,  0.21793 , -0.86201 ,\n",
              "         0.38499 ,  0.57965 ]),\n",
              " 'low': array([-0.25589  ,  0.47538  ,  0.75416  , -1.0972   , -0.037572 ,\n",
              "         0.12092  , -0.10886  , -0.45542  ,  0.31374  ,  0.79293  ,\n",
              "         0.20958  , -0.42304  ,  0.63525  , -0.0046922, -0.20428  ,\n",
              "         0.4947   , -0.081891 , -0.30669  , -0.60734  , -0.62661  ,\n",
              "        -0.20518  , -0.22546  ,  0.15236  , -0.2035   , -0.26185  ,\n",
              "        -1.312    ,  0.45509  ,  0.65863  ,  0.77804  ,  1.3161   ,\n",
              "         3.7916   ,  0.24891  ,  0.94249  ,  0.1129   ,  0.83074  ,\n",
              "        -0.29118  , -0.2823   ,  0.39475  ,  0.46752  , -0.75958  ,\n",
              "        -0.36768  ,  0.63075  ,  0.43537  ,  0.41162  ,  0.056963 ,\n",
              "        -0.38209  ,  0.63026  , -0.13501  ,  0.26791  ,  0.27179  ]),\n",
              " 'things': array([ 0.22678 , -0.14627 , -0.34042 , -0.39456 ,  0.72194 , -0.14548 ,\n",
              "        -0.40267 , -0.1647  , -0.62927 ,  0.35451 , -0.57827 ,  0.83488 ,\n",
              "        -0.89982 , -0.032669,  1.1455  ,  0.59324 ,  0.50642 , -0.082951,\n",
              "         0.49207 , -1.1169  , -0.063833,  0.5827  ,  0.60461 ,  0.19144 ,\n",
              "         1.1256  , -1.5186  , -1.1558  ,  0.36884 ,  1.5009  , -0.9557  ,\n",
              "         3.2162  ,  0.71336 , -0.17653 , -0.64164 , -0.18563 ,  0.19992 ,\n",
              "        -0.34019 ,  0.53515 ,  0.13862 , -0.099263, -0.59026 ,  0.10021 ,\n",
              "         0.17771 ,  0.71645 ,  0.19723 ,  0.39284 ,  0.24215 ,  0.082052,\n",
              "         0.045228,  0.63316 ]),\n",
              " '2010': array([-0.46327,  0.59014,  0.1049 ,  0.52808, -0.48113,  0.10775,\n",
              "        -1.044  , -0.53841,  0.28762, -0.27926,  0.58519, -0.40067,\n",
              "        -0.39049, -0.39667,  1.3438 , -0.1516 , -0.13518,  0.30073,\n",
              "        -1.1548 ,  0.42484,  0.62565, -0.65813,  0.48901,  0.18727,\n",
              "        -0.43565, -0.40836, -0.16248, -0.40713, -1.0305 ,  0.1568 ,\n",
              "         2.7676 ,  0.23894, -0.20019, -0.70256,  0.15978, -0.27176,\n",
              "         1.0221 ,  0.17165, -0.28129, -0.9331 , -0.66427, -0.6982 ,\n",
              "        -0.35326, -1.3419 , -1.1037 ,  0.34923, -0.19831, -0.12043,\n",
              "         0.19514,  0.44811]),\n",
              " 'pakistan': array([ 0.093731, -0.76398 ,  0.33058 ,  0.56553 ,  0.34119 , -0.43292 ,\n",
              "         0.47741 ,  0.2661  ,  1.1704  , -0.54634 , -0.16965 , -0.50994 ,\n",
              "        -0.86457 , -0.67518 , -0.38377 ,  1.1203  ,  0.62431 ,  0.065409,\n",
              "        -0.12632 ,  1.3     ,  0.24576 ,  1.0203  ,  0.9235  ,  0.41756 ,\n",
              "         0.29078 , -2.083   ,  0.4507  , -0.44789 , -0.3796  ,  0.48155 ,\n",
              "         2.8687  ,  0.56244 , -0.087388,  0.57662 ,  0.97655 ,  0.45718 ,\n",
              "        -0.16975 , -0.43693 , -1.5763  ,  0.19571 , -0.52565 ,  0.66193 ,\n",
              "        -0.13605 , -0.52883 ,  0.37579 ,  1.0104  , -0.7011  ,  1.2532  ,\n",
              "        -0.10438 , -1.348   ]),\n",
              " '14': array([-0.36719  ,  0.512    ,  0.69247  ,  0.1317   ,  0.32115  ,\n",
              "         0.50297  , -0.79855  , -0.14209  , -0.64992  , -0.65896  ,\n",
              "        -0.24124  , -0.78992  , -0.5035   , -0.20915  ,  0.96061  ,\n",
              "        -0.6899   , -0.6579   , -0.45798  , -1.6266   ,  0.56532  ,\n",
              "         0.32745  ,  0.13597  ,  1.1307   , -0.0070347, -0.7365   ,\n",
              "        -0.54417  ,  0.89414  , -0.95842  ,  0.068442 , -0.073967 ,\n",
              "         3.1568   ,  0.25592  , -0.36291  ,  0.10227  ,  0.9251   ,\n",
              "        -0.12574  ,  0.67149  ,  0.17306  ,  0.38597  ,  0.078479 ,\n",
              "        -0.50256  , -0.29775  ,  0.8655   , -0.72309  , -0.58335  ,\n",
              "         0.60462  , -0.24653  , -0.52499  ,  0.20253  , -0.10999  ]),\n",
              " 'post': array([-0.25084  ,  0.29379  ,  0.17915  , -0.31418  , -0.14598  ,\n",
              "        -0.79813  , -0.98887  , -0.13936  ,  0.06614  , -1.105    ,\n",
              "        -0.65604  , -0.26072  , -0.53725  ,  0.1231   ,  0.30833  ,\n",
              "        -0.020635 , -0.69418  , -0.77642  , -0.038226 ,  0.57202  ,\n",
              "         0.37442  ,  0.13187  , -0.14168  ,  0.014391 , -0.14011  ,\n",
              "        -1.7285   , -0.16066  ,  0.10788  , -0.15002  ,  0.77973  ,\n",
              "         2.978    , -0.45587  , -0.14469  , -0.37718  , -0.59619  ,\n",
              "         0.38612  , -0.0039065,  0.35839  ,  0.31881  , -0.28991  ,\n",
              "         0.46167  ,  0.52256  , -0.30722  ,  0.075893 , -0.50202  ,\n",
              "         0.24811  , -0.02015  ,  0.074841 ,  0.20337  ,  0.1406   ]),\n",
              " 'social': array([ 1.0132e-02,  8.6960e-01, -3.7497e-01, -4.8787e-01,  6.7286e-03,\n",
              "         1.0141e+00,  5.3107e-02, -1.3147e+00, -4.6806e-01, -6.3777e-02,\n",
              "         1.1875e-01, -1.5700e-01, -1.8661e-01,  9.3620e-02, -2.3164e-01,\n",
              "        -4.7303e-01,  2.0110e-01, -1.9909e-01,  1.2990e+00, -5.6078e-02,\n",
              "         2.6792e-03,  2.4686e-01, -6.9481e-01,  2.6389e-01,  5.1338e-01,\n",
              "        -1.0197e+00, -5.1158e-01, -1.0575e+00, -2.9798e-01,  1.1449e+00,\n",
              "         3.6952e+00,  8.3065e-01, -3.1149e-01, -1.6082e+00, -1.4995e+00,\n",
              "         2.4215e-01, -8.9554e-01,  1.0793e-01,  4.7285e-01,  7.4575e-02,\n",
              "        -3.0452e-01, -3.1313e-01,  5.8216e-02,  6.9159e-01, -2.1348e-01,\n",
              "        -1.7698e-01, -2.5885e-01,  1.5551e-01,  8.9262e-01,  1.4503e-01]),\n",
              " 'continue': array([ 0.457   , -0.29643 ,  0.11848 , -0.43853 , -0.15496 , -0.6777  ,\n",
              "        -0.34291 ,  0.41561 ,  0.11109 , -0.018757,  0.14099 ,  0.26534 ,\n",
              "        -0.51301 , -0.17879 ,  0.29912 ,  0.77999 ,  0.4439  , -0.44153 ,\n",
              "         0.45154 , -0.63716 ,  0.6962  ,  0.017456,  0.36685 , -0.014767,\n",
              "         0.12534 , -1.3434  ,  0.20647 , -0.52526 ,  0.58668 ,  0.16162 ,\n",
              "         3.5635  ,  1.0579  , -0.6899  , -0.60807 , -0.32722 , -0.41448 ,\n",
              "        -0.61505 , -0.1458  , -0.3085  , -0.05229 , -0.81054 , -0.44456 ,\n",
              "         0.23595 , -0.15783 ,  0.39308 , -0.081481, -0.12347 ,  0.38486 ,\n",
              "        -0.47031 ,  0.2242  ]),\n",
              " 'ever': array([-9.1840e-02,  4.5829e-02, -1.4578e-02, -1.5912e-01,  3.6966e-01,\n",
              "        -5.5325e-02, -6.4645e-01,  3.7028e-01,  4.4005e-02,  3.1908e-01,\n",
              "        -2.2221e-03,  5.4468e-02, -5.5971e-01,  3.2805e-01,  1.2631e+00,\n",
              "        -2.4974e-02,  4.1510e-01,  4.1472e-01, -8.0000e-01, -3.6899e-01,\n",
              "        -2.6027e-01, -1.6870e-03,  1.9953e-01,  7.3913e-02,  5.8280e-01,\n",
              "        -2.0068e+00, -1.0067e+00,  3.4075e-02,  4.1367e-01, -7.2996e-02,\n",
              "         2.9454e+00,  2.7576e-01,  1.0770e-01, -4.0572e-01,  1.1923e-03,\n",
              "         6.1022e-02,  6.9987e-02,  5.2403e-01, -7.6733e-01, -9.3638e-01,\n",
              "        -8.1252e-01, -1.1230e-01,  1.0376e-01,  2.9453e-01, -2.7063e-01,\n",
              "        -1.2739e-02, -3.1710e-01, -3.3740e-02, -3.9644e-01, -1.9175e-02]),\n",
              " 'look': array([ 0.30563 ,  0.17204 , -0.21555 , -0.3951  ,  0.67612 , -0.36456 ,\n",
              "        -0.73101 , -0.5046  , -0.42605 ,  0.059996, -0.47502 ,  0.34054 ,\n",
              "        -0.42368 ,  0.59173 ,  0.53529 ,  0.65185 ,  0.30654 , -0.10973 ,\n",
              "         0.19828 , -1.1948  , -0.51688 ,  0.58365 ,  0.13365 ,  0.13984 ,\n",
              "         0.25233 , -1.4953  , -1.2784  ,  0.96403 ,  0.69722 , -0.86861 ,\n",
              "         3.0337  ,  0.53583 , -0.021989, -0.59342 ,  0.095647,  0.18606 ,\n",
              "        -0.29222 ,  0.41214 , -0.28242 , -1.1504  , -0.33283 ,  0.1475  ,\n",
              "         0.33251 ,  0.36922 ,  0.37794 ,  0.17568 ,  0.3005  , -0.056685,\n",
              "         0.097726,  0.45878 ]),\n",
              " 'chairman': array([-0.094023,  0.16701 , -0.099462,  1.3251  ,  0.41675 , -0.40442 ,\n",
              "        -0.57337 , -0.49371 , -0.39353 , -1.2984  , -0.082545,  1.0734  ,\n",
              "        -1.2907  , -0.12838 , -0.27141 ,  0.54183 ,  0.17992 ,  0.36148 ,\n",
              "         0.4216  , -0.35954 ,  0.40848 , -0.26949 ,  0.09281 , -1.0062  ,\n",
              "        -0.63066 , -1.8084  ,  0.14277 , -0.33719 , -2.4248  ,  0.65409 ,\n",
              "         2.0548  , -0.19463 , -0.42921 ,  0.2127  , -0.68403 , -1.4697  ,\n",
              "        -0.079786,  0.39475 ,  1.1574  ,  0.19419 , -0.55577 ,  0.759   ,\n",
              "        -1.359   , -0.18026 ,  0.076492,  0.34831 , -1.5139  ,  0.14965 ,\n",
              "        -0.26253 ,  1.1509  ]),\n",
              " 'job': array([-0.20343  , -0.045235 ,  0.23346  , -0.59289  ,  0.49678  ,\n",
              "        -0.18233  , -1.113    ,  0.32915  , -0.083461 , -0.46827  ,\n",
              "        -0.2608   ,  0.062637 , -0.69844  , -0.059388 ,  0.96493  ,\n",
              "        -0.27605  ,  0.041796 ,  0.44355  ,  0.39495  , -0.7385   ,\n",
              "         0.20983  ,  0.29984  , -0.52718  , -0.13907  ,  0.20699  ,\n",
              "        -1.6566   , -0.15556  , -0.089032 ,  0.53444  ,  0.34896  ,\n",
              "         3.1243   ,  0.7747   , -0.038041 , -0.63928  ,  0.0061523,\n",
              "         0.51253  , -0.14199  ,  0.76461  ,  0.68417  , -0.84998  ,\n",
              "        -0.56657  ,  0.039032 , -0.40812  ,  0.34442  , -0.27174  ,\n",
              "        -0.54446  ,  0.055983 ,  0.78093  ,  0.0046384,  1.3011   ]),\n",
              " '2000': array([-0.12985  ,  0.41852  ,  0.55188  ,  0.49914  , -0.54484  ,\n",
              "         0.18011  , -0.86111  , -0.62626  , -0.22306  , -0.11761  ,\n",
              "        -0.10489  , -0.70882  , -0.73978  , -0.43601  ,  1.3867   ,\n",
              "        -0.31566  , -0.57126  ,  0.26041  , -1.0866   ,  0.43239  ,\n",
              "         0.33922  , -0.28956  ,  0.48738  , -0.18717  , -0.43858  ,\n",
              "        -0.97999  , -0.27242  , -0.60794  , -0.5751   ,  0.44961  ,\n",
              "         2.6486   , -0.10224  , -0.53128  , -0.43978  ,  0.008208 ,\n",
              "        -0.38296  ,  0.47774  ,  0.11362  , -0.36228  , -0.63278  ,\n",
              "        -0.70109  , -0.52835  ,  0.062789 , -0.5879   , -0.78482  ,\n",
              "         0.33375  , -0.46606  , -0.20006  , -0.045189 , -0.0060462]),\n",
              " 'soldiers': array([ 7.2804e-01, -9.0658e-01,  7.6148e-01, -1.1923e+00,  9.8958e-01,\n",
              "        -6.0667e-01, -5.4329e-02,  8.5521e-01, -5.3650e-01, -1.9294e+00,\n",
              "        -1.2303e-01, -1.2263e+00, -1.9933e-03, -6.0596e-01,  1.4671e-01,\n",
              "        -8.3154e-01, -2.0753e-01,  4.1731e-01, -6.8892e-01, -3.7915e-01,\n",
              "        -5.3101e-01,  1.1372e+00,  5.7965e-01, -2.5881e-01, -4.8883e-01,\n",
              "        -1.5362e+00, -3.7883e-01, -4.8205e-01,  5.0707e-01,  5.0248e-02,\n",
              "         3.0791e+00,  1.9022e-01, -8.0112e-01, -8.5541e-02,  4.2080e-01,\n",
              "         1.4798e+00,  1.8674e-01, -1.1900e+00, -6.8793e-01,  4.7058e-01,\n",
              "        -7.5919e-02,  2.1853e-01,  1.0405e+00, -5.6027e-01,  8.7449e-01,\n",
              "        -1.0226e+00, -8.1857e-01, -1.4132e-01, -7.4057e-01, -9.6798e-01]),\n",
              " 'able': array([ 0.86454 , -0.39089 ,  0.98069 , -0.43311 ,  0.54404 , -0.31648 ,\n",
              "        -0.32186 ,  0.83206 , -0.053605,  0.10004 ,  0.59165 ,  0.83697 ,\n",
              "        -0.048447, -0.061728,  0.17461 ,  0.95544 ,  0.75472 , -0.20141 ,\n",
              "        -0.064528, -1.048   , -0.03856 , -0.15113 ,  0.21881 ,  0.066275,\n",
              "         0.68469 , -1.5723  , -0.35157 , -0.91343 ,  0.58491 , -0.71144 ,\n",
              "         3.3645  ,  0.86164 , -0.8579  , -0.63053 ,  0.20449 ,  0.099353,\n",
              "         0.085162,  0.33539 , -0.011604, -0.60343 ,  0.050596, -0.21526 ,\n",
              "         0.40256 ,  0.32637 ,  0.069126, -0.04812 ,  0.17884 , -0.13879 ,\n",
              "        -0.22527 ,  0.23315 ]),\n",
              " 'parliament': array([-0.33948 , -0.44058 , -0.051277, -0.86459 ,  0.48685 ,  0.60523 ,\n",
              "         0.561   ,  0.9416  , -1.0236  , -1.0888  , -0.6918  , -1.0358  ,\n",
              "         0.38522 ,  0.7705  , -0.18156 ,  0.41568 ,  0.13682 , -0.73759 ,\n",
              "         0.53189 , -0.30239 ,  1.1481  ,  0.010648,  0.3079  ,  0.26299 ,\n",
              "        -0.20376 , -1.8985  ,  0.47274 , -0.064113, -1.3867  ,  1.3483  ,\n",
              "         2.6565  , -0.15382 , -1.8367  ,  0.0346  , -0.031791, -0.48414 ,\n",
              "         1.1177  , -0.014467, -0.23997 , -0.21766 , -0.27414 ,  0.60622 ,\n",
              "        -0.61984 , -0.46464 , -1.3262  ,  1.3687  , -1.5373  ,  0.17989 ,\n",
              "         0.71449 , -0.94007 ]),\n",
              " 'front': array([ 0.021786,  0.26398 ,  0.64475 , -0.37576 ,  0.44165 , -0.30413 ,\n",
              "        -0.53885 , -0.22087 , -0.43253 , -1.1642  , -0.34724 , -0.98567 ,\n",
              "        -1.0723  ,  0.51097 , -0.60139 , -0.11341 , -0.10118 , -0.06655 ,\n",
              "        -0.23432 , -1.0964  , -0.80516 ,  0.19725 , -0.30023 ,  0.11906 ,\n",
              "        -0.23811 , -1.3668  , -0.1198  ,  1.0927  , -0.11638 , -0.15173 ,\n",
              "         3.2787  ,  0.33426 , -0.54537 ,  0.24694 , -0.64439 ,  0.4744  ,\n",
              "         0.36013 , -0.07902 , -0.30955 , -0.11076 ,  0.47378 ,  0.36476 ,\n",
              "        -0.79684 , -0.21836 , -0.20472 , -0.11582 , -0.25167 , -0.78021 ,\n",
              "        -0.018188, -1.0066  ]),\n",
              " 'himself': array([ 0.26672 , -0.20723 ,  0.071057, -1.0715  ,  1.1178  ,  0.48904 ,\n",
              "        -0.45592 ,  0.5182  , -0.87917 ,  0.31479 , -0.063093,  0.71834 ,\n",
              "        -1.0115  ,  0.069413,  0.3061  , -0.035464,  0.13265 ,  0.013419,\n",
              "        -0.065832, -0.035541, -0.042574,  0.72448 ,  0.27434 , -0.14834 ,\n",
              "         0.68946 , -2.4809  , -0.30622 , -0.074942,  0.045173, -0.41012 ,\n",
              "         2.2878  , -0.2637  , -0.50743 , -0.65031 , -0.15885 ,  0.36169 ,\n",
              "         0.17234 ,  0.90324 , -0.4235  , -0.44363 ,  0.2119  ,  0.4647  ,\n",
              "        -0.86723 ,  0.037213, -0.086144, -0.31825 , -0.53223 , -1.0349  ,\n",
              "         0.093597, -0.19409 ]),\n",
              " 'problems': array([ 1.0223e+00,  1.0931e-01,  2.3450e-02,  2.0280e-01, -8.4025e-01,\n",
              "         9.9172e-01, -4.6859e-02,  1.2298e-01,  2.9216e-01, -4.4474e-01,\n",
              "         2.1638e-01,  4.0109e-01, -1.2058e+00, -3.6189e-01,  7.3603e-01,\n",
              "         4.6581e-01, -3.7633e-01, -1.5207e-01,  6.8421e-01, -7.2640e-01,\n",
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              "         0.17326 ,  0.62359 ]),\n",
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              "        -0.21275 , -0.6233  , -0.38629 ,  0.45484 ,  0.46654 , -0.40623 ,\n",
              "         0.41476 , -0.24817 ]),\n",
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              "         3.1994e+00,  5.1182e-01, -8.3763e-02, -4.8335e-01, -1.2347e-01,\n",
              "        -2.7206e-01, -1.4103e-01,  5.9470e-01, -6.1738e-01, -2.9798e-01,\n",
              "        -1.6374e-01,  8.6967e-03, -1.2262e-01,  6.6676e-01,  9.7146e-02,\n",
              "        -4.4463e-02, -2.7159e-01, -1.4953e-01, -2.2232e-01,  5.2731e-01]),\n",
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              "        -0.64426 , -0.51042 ]),\n",
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              "         0.33348 , -0.40424 ,  0.58542 , -0.46262 ,  0.055685,  0.38657 ,\n",
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              "        -0.20316 , -0.036736]),\n",
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              "         0.90414  , -0.90625  , -0.029813 , -0.25357  , -0.63822  ]),\n",
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              "        -0.46308 , -0.17078 ,  0.866   , -0.72334 , -0.808   , -0.34384 ,\n",
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              "         0.8541  , -0.66701 , -0.54636 ,  0.5222  , -0.17506 , -0.64365 ,\n",
              "         0.23905 ,  0.090579]),\n",
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              "         0.42665  ,  0.5911   , -0.19491  , -0.67296  , -0.24048  ]),\n",
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              "         0.39434 , -0.71214 ,  0.43651 ,  0.40645 , -0.16597 ,  0.43628 ,\n",
              "        -0.15019 ,  0.095135]),\n",
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              "        -7.4529e-01, -5.2403e-01,  4.3330e-01, -2.8810e-01,  6.4725e-01,\n",
              "         6.2501e-01,  2.3371e-01,  7.0031e-01,  3.7702e-02,  2.8565e-01]),\n",
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              "        -0.16713 , -0.69901 ,  1.1323  ,  0.011065, -1.0741  , -0.0339  ,\n",
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              "        -0.060237,  0.45354 ,  0.62313 , -0.5117  , -0.093284,  0.76768 ,\n",
              "         0.068956, -0.73425 ,  0.24843 , -0.85864 , -1.0081  , -2.0724  ,\n",
              "         0.232   ,  0.37039 ]),\n",
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              "        -0.5662  , -0.24648 ,  1.385   , -0.14914 , -0.35486 ,  0.13065 ,\n",
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              "        -0.55528 , -0.5769  , -0.037558, -0.38115 , -1.0403  ,  0.33372 ,\n",
              "         2.849   ,  0.15599 , -0.14119 , -0.55645 ,  0.098571, -0.26892 ,\n",
              "         0.88906 ,  0.06141 , -0.18138 , -1.04    , -0.51937 , -0.64608 ,\n",
              "        -0.55371 , -1.3339  , -0.8965  ,  0.080053, -0.088174, -0.18258 ,\n",
              "         0.26806 ,  0.28416 ]),\n",
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              "         0.10659  , -0.30766  ,  0.7015   ,  0.42221  , -0.35024  ]),\n",
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              "         0.47309 , -1.2555  ,  0.88167 ,  0.15154 , -0.070401,  0.30687 ,\n",
              "         3.0015  ,  1.3756  , -0.56287 ,  0.16464 , -0.13403 , -0.88376 ,\n",
              "        -0.30049 ,  0.80071 , -0.29416 , -0.60832 , -0.4184  , -0.20138 ,\n",
              "        -0.042026, -0.56895 ,  0.17906 ,  0.4256  ,  0.398   ,  0.45022 ,\n",
              "         0.61056 , -0.439   ]),\n",
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              "         4.3082e-01, -8.9963e-01, -3.3966e-01,  5.6003e-02, -2.7184e-02,\n",
              "         3.1577e-01, -7.1740e-01, -7.7468e-01, -2.5431e-01,  1.4333e+00,\n",
              "        -3.1199e-01, -2.7317e-01,  1.0486e-01, -1.0909e+00,  5.8780e-01,\n",
              "         4.1323e-01, -2.3069e-01,  4.6607e-01, -1.2492e-01, -5.7305e-01,\n",
              "        -1.1649e+00, -1.4830e-01, -4.1696e-01, -9.1528e-01,  3.1147e-01,\n",
              "         2.7146e+00,  2.9757e-02, -4.7340e-01, -4.8613e-01, -4.2955e-04,\n",
              "        -2.3642e-01,  5.8056e-01,  2.2282e-01, -3.0702e-01, -9.2419e-01,\n",
              "        -5.7937e-01, -3.7669e-01, -9.9590e-02, -1.0689e+00, -7.2900e-01,\n",
              "         1.3535e-01, -3.9994e-01, -1.7431e-01,  1.3024e-01, -9.9763e-02]),\n",
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              "        -0.9621  , -0.54493 ,  0.10269 ,  0.059242,  0.3796  , -0.57905 ,\n",
              "        -0.79231 , -0.45271 ,  1.449   , -0.23389 , -0.38032 ,  0.060819,\n",
              "        -1.0736  ,  0.65273 ,  0.63926 , -0.32676 ,  0.46754 , -0.10834 ,\n",
              "        -0.68612 , -0.90865 , -0.14354 , -0.43087 , -0.89886 ,  0.41376 ,\n",
              "         2.7849  , -0.10392 , -0.3586  , -0.39932 ,  0.11262 , -0.26657 ,\n",
              "         0.70077 ,  0.046691, -0.22089 , -0.77965 , -0.63496 , -0.4385  ,\n",
              "        -0.14833 , -1.0149  , -0.75551 ,  0.094623, -0.35704 , -0.045597,\n",
              "         0.097708, -0.050081]),\n",
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              "        -0.31935 ,  0.46895 , -0.17267 ,  0.43866 ,  0.15    , -0.066947,\n",
              "         0.54202 ,  0.53245 ,  0.32437 ,  0.99024 ,  0.82105 , -0.30304 ,\n",
              "        -0.83682 , -2.0646  , -0.59609 , -0.20574 ,  0.64127 ,  1.1175  ,\n",
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              "        -0.081631, -0.44264 , -1.0786  ,  0.61782 , -0.066507,  0.51043 ,\n",
              "         0.48303 , -0.76115 ,  0.45024 , -0.19201 , -1.2047  ,  1.3406  ,\n",
              "        -0.70946 , -0.74888 ]),\n",
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              "         0.13708  , -1.0924   , -0.029381 , -1.3352   , -0.17343  ,\n",
              "         0.51113  ,  0.71241  ,  0.60143  , -0.52178  ,  0.045027 ,\n",
              "        -0.53245  , -0.042311 ,  0.17772  , -0.91474  ,  0.33303  ,\n",
              "         0.10717  ,  0.44659  ,  0.15705  ,  1.3205   ,  0.60204  ,\n",
              "        -1.2999   , -0.49939  , -0.69691  , -0.74926  ,  0.44462  ,\n",
              "         3.416    , -0.85778  ,  0.34839  , -0.0079804,  0.77704  ,\n",
              "         0.41424  ,  0.14291  ,  0.097092 , -0.45835  , -0.62452  ,\n",
              "         1.2574   , -0.049453 ,  0.113    ,  0.13171  , -0.088237 ,\n",
              "         0.44374  ,  0.18269  ,  0.14735  ,  0.31888  , -0.47812  ]),\n",
              " 'result': array([ 0.53657 , -0.14383 , -0.21326 ,  0.14941 , -0.31491 ,  0.8389  ,\n",
              "         0.30764 ,  0.48147 ,  0.025555,  0.19198 ,  0.44375 , -0.19884 ,\n",
              "        -0.47023 , -0.68483 ,  0.72226 ,  0.19424 ,  0.065015, -0.61838 ,\n",
              "        -0.57741 , -0.50456 , -0.078714, -0.66165 ,  0.21046 , -0.30488 ,\n",
              "         0.17263 , -1.2373  , -0.48907 , -0.088491,  0.516   ,  0.81034 ,\n",
              "         3.5436  ,  0.17568 ,  0.16615 , -0.88681 , -0.14541 , -0.18426 ,\n",
              "         0.36958 ,  0.1991  ,  0.061226, -0.34726 , -0.39652 , -0.29672 ,\n",
              "        -0.044672,  0.19632 , -0.10629 ,  0.064324, -0.061213,  0.56205 ,\n",
              "         0.46794 , -0.12408 ]),\n",
              " 'release': array([ 0.33162  , -0.033753 ,  0.70416  ,  0.16921  ,  0.20039  ,\n",
              "        -0.25238  , -0.62591  ,  0.088983 ,  0.60085  ,  1.0256   ,\n",
              "         0.54688  ,  0.12057  , -0.18364  ,  0.49131  ,  1.4315   ,\n",
              "         0.02041  , -0.53204  , -0.87072  ,  0.039048 ,  0.0043114,\n",
              "         0.66575  ,  0.35456  ,  1.0019   , -0.20002  , -0.43843  ,\n",
              "        -0.89138  , -0.24486  , -0.31515  , -0.25274  ,  0.21016  ,\n",
              "         3.2403   , -1.0001   , -0.84554  , -0.36408  ,  0.18376  ,\n",
              "        -0.14581  ,  1.1676   , -1.2199   , -0.48814  , -0.76513  ,\n",
              "        -0.062639 , -0.13023  , -0.36336  , -1.0918   ,  0.3599   ,\n",
              "        -0.38267  , -0.3529   ,  0.21993  , -0.35301  , -0.018185 ]),\n",
              " 'violence': array([ 0.52628 , -0.41666 , -0.082422, -0.48146 , -0.21717 ,  0.55633 ,\n",
              "         0.94411 , -0.50621 , -0.12754 ,  0.33793 , -0.77691 , -1.4116  ,\n",
              "        -0.89973 , -1.0324  ,  1.0774  ,  0.12802 ,  0.23541 , -0.47882 ,\n",
              "        -0.096674,  0.28881 , -0.14454 ,  0.74603 ,  0.54396 ,  0.62206 ,\n",
              "        -0.28833 , -1.5218  ,  0.17029 ,  0.097363,  0.98339 ,  1.0409  ,\n",
              "         3.2067  ,  0.61206 , -0.67262 , -1.3043  , -0.66081 ,  0.18593 ,\n",
              "        -0.52569 , -2.192   , -0.85637 ,  0.56259 , -1.3048  ,  0.81771 ,\n",
              "        -0.2524  , -0.44401 ,  0.88191 ,  0.13358 , -0.10606 ,  0.39045 ,\n",
              "         0.02407 , -0.62901 ]),\n",
              " 'goal': array([-0.23687  ,  0.0072381,  0.1696   , -0.55298  ,  1.006    ,\n",
              "        -0.20333  , -0.85175  ,  0.080105 ,  0.18977  ,  0.80851  ,\n",
              "         0.17518  , -0.11945  , -1.562    ,  0.18401  , -0.2861   ,\n",
              "        -0.98531  ,  1.6371   , -1.5494   , -1.3664   ,  0.36133  ,\n",
              "        -0.73853  , -0.28186  , -0.5527   , -0.51021  ,  0.29676  ,\n",
              "        -1.1254   ,  1.1656   , -0.34526  ,  0.24965  , -0.73933  ,\n",
              "         2.9157   ,  1.4848   , -0.55925  , -0.36052  , -0.43891  ,\n",
              "         0.40543  ,  0.19971  ,  1.3696   ,  0.28704  , -0.21166  ,\n",
              "         0.51169  , -0.13409  , -0.4521   , -0.68954  , -1.0732   ,\n",
              "         0.54302  ,  0.62663  ,  0.60206  ,  0.55444  , -0.31032  ]),\n",
              " 'project': array([ 1.1603e+00,  6.5813e-01,  3.4520e-01,  3.3018e-01, -6.9697e-01,\n",
              "         9.8741e-02, -9.9182e-01, -8.9090e-01,  8.8472e-01,  6.2018e-01,\n",
              "        -1.2846e-01,  2.4424e-01, -1.1269e-01,  6.5310e-02,  1.6496e-03,\n",
              "         5.0457e-02,  1.0668e+00,  1.0818e+00,  5.6290e-02,  4.6010e-01,\n",
              "         9.2552e-01, -1.2459e-01, -8.6516e-01, -6.9044e-01,  4.2605e-01,\n",
              "        -1.0585e+00, -1.9617e-01, -2.7108e-01, -5.7047e-01, -4.3186e-01,\n",
              "         3.2167e+00, -6.8218e-01, -7.4083e-01, -6.9042e-01, -4.3659e-01,\n",
              "         1.2732e-01,  3.5364e-01,  4.2627e-03,  3.1475e-01, -2.8226e-01,\n",
              "        -4.0363e-01, -7.8201e-01, -3.1752e-01, -6.3662e-01, -5.8342e-01,\n",
              "        -1.4706e-01, -7.3487e-02,  2.9311e-01, -3.0023e-01,  2.6281e-01]),\n",
              " 'closed': array([-0.0077864, -0.5253   ,  0.06188  ,  0.66454  ,  0.31689  ,\n",
              "        -0.91824  , -0.68378  , -0.22014  , -0.53494  , -0.53264  ,\n",
              "         0.067345 , -0.93743  , -0.48305  , -0.066385 ,  0.19673  ,\n",
              "         0.81071  , -1.031    , -0.55013  , -0.86221  , -0.36421  ,\n",
              "         1.5867   ,  0.20004  , -0.11184  , -0.21883  , -0.52039  ,\n",
              "        -0.68634  ,  0.84397  ,  0.58996  ,  0.065395 , -0.032606 ,\n",
              "         3.335    , -0.54222  ,  0.52668  ,  0.08576  , -0.076368 ,\n",
              "        -1.067    ,  0.438    , -0.042787 ,  0.21373  ,  0.26297  ,\n",
              "        -0.43261  , -0.58797  ,  0.53286  ,  0.36043  , -0.29054  ,\n",
              "         0.11183  , -0.20735  , -0.82468  ,  0.34296  , -0.57197  ]),\n",
              " 'border': array([ 3.8784e-01, -3.6196e-01, -4.0961e-02,  2.9369e-01, -4.4001e-01,\n",
              "        -4.2683e-01, -3.2729e-01,  3.9842e-01,  5.2179e-01, -1.8261e+00,\n",
              "        -2.2056e-01, -1.1518e+00,  4.7252e-02, -5.6715e-01, -2.7563e-01,\n",
              "         1.6455e-01,  6.8304e-01, -2.1828e-01, -3.0347e-03,  7.2946e-01,\n",
              "        -9.1668e-02, -7.1301e-02, -1.5929e-01,  6.7793e-01, -2.8538e-01,\n",
              "        -2.0128e+00,  9.5146e-01,  5.7687e-01,  8.7268e-01, -4.0308e-01,\n",
              "         3.2758e+00, -4.6309e-01, -5.2071e-01,  2.5017e-01,  7.5135e-02,\n",
              "         4.7972e-01, -1.0296e+00, -7.6094e-01, -9.7131e-01,  9.9120e-01,\n",
              "        -3.0464e-01,  7.6569e-01,  1.4151e+00, -8.6356e-01, -3.0287e-01,\n",
              "        -8.3499e-01,  3.9191e-01,  4.1297e-01, -4.1707e-01, -1.1415e+00]),\n",
              " 'body': array([ 0.51553 ,  0.060987, -0.47626 , -0.41678 ,  1.271   ,  1.0201  ,\n",
              "         0.57368 , -0.22228 ,  1.2825  , -0.69248 ,  1.0303  , -0.14322 ,\n",
              "        -0.51197 ,  1.1361  , -0.02684 ,  0.36045 , -0.38251 ,  0.27531 ,\n",
              "         0.13225 , -1.0953  , -0.47929 ,  0.67251 ,  0.41424 , -0.2635  ,\n",
              "        -0.40774 , -1.4416  , -0.4658  ,  0.84836 , -0.50468 ,  0.047846,\n",
              "         3.0827  , -0.20575 , -0.55994 , -0.61919 , -0.068182,  0.527   ,\n",
              "         0.63147 ,  0.28176 ,  0.767   , -0.26318 , -0.34193 , -0.24725 ,\n",
              "         0.24948 ,  0.029726,  0.22214 ,  0.019591, -0.069446, -0.75919 ,\n",
              "         0.041952, -0.75308 ]),\n",
              " 'soon': array([ 0.56574 , -0.32396 ,  0.094652, -0.54241 , -0.048461, -0.50908 ,\n",
              "        -0.83389 ,  0.64755 , -0.35317 , -0.24192 ,  0.34672 ,  0.51876 ,\n",
              "        -0.54717 , -0.11554 ,  0.60604 ,  0.84056 , -0.35319 , -0.37858 ,\n",
              "        -0.061743, -0.012319,  0.49595 ,  0.12972 ,  0.41766 , -0.091601,\n",
              "         0.42629 , -1.7885  , -0.035704, -0.09221 ,  0.25776 , -0.012926,\n",
              "         3.1344  , -0.045166, -0.45909 , -0.31424 ,  0.045396, -0.24969 ,\n",
              "         0.16739 ,  0.1391  , -0.13698 , -0.3653  , -0.47386 , -0.15082 ,\n",
              "        -0.24007 , -0.47251 ,  0.17412 , -0.10216 , -0.059921, -0.62711 ,\n",
              "        -0.16395 , -0.17621 ]),\n",
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              "        -0.10144  ,  0.34103  ,  0.17146  , -0.23856  , -0.015829 ,\n",
              "        -0.18831  ,  0.239    , -0.90967  ,  0.25208  ,  1.0195   ,\n",
              "         0.39257  ,  0.0077842, -0.25675  ,  0.33248  ,  0.49692  ,\n",
              "         0.29057  , -0.0067517, -0.10581  , -0.44642  ,  0.2084   ,\n",
              "        -1.548    ,  0.20684  ,  0.45898  ,  0.31281  ,  1.8512   ,\n",
              "         3.2769   ,  0.35127  , -0.18954  , -0.34274  , -1.0861   ,\n",
              "        -0.073597 , -1.1829   , -1.0358   ,  0.57145  , -0.74969  ,\n",
              "        -1.3558   ,  0.11489  ,  0.4541   , -0.90044  ,  0.22168  ,\n",
              "         0.7725   ,  0.12771  ,  1.0059   ,  0.29149  , -0.43481  ]),\n",
              " 'division': array([-0.51401 , -0.4255  , -0.34325 ,  0.88235 ,  0.39482 , -0.62096 ,\n",
              "        -0.079995,  0.17837 ,  0.45151 , -1.5842  ,  0.69204 , -0.18721 ,\n",
              "        -1.4712  , -0.69854 , -0.86365 , -0.72028 , -0.3056  ,  0.59827 ,\n",
              "        -1.3552  ,  0.17323 ,  0.041692, -0.95014 ,  0.052435,  0.21389 ,\n",
              "        -1.9753  , -1.4136  , -0.68327 , -0.56624 , -0.32609 ,  0.11991 ,\n",
              "         2.8099  ,  0.45605 ,  0.23496 , -0.59073 ,  0.49316 ,  0.43076 ,\n",
              "        -0.42791 ,  0.75297 ,  0.20449 , -0.63868 ,  0.19936 , -0.82858 ,\n",
              "         0.073807, -0.55386 , -0.55595 ,  0.75641 ,  0.23942 ,  0.018561,\n",
              "        -0.081177,  0.36434 ]),\n",
              " '&amp;': array([-4.1999e-01,  5.8654e-01, -8.6289e-03,  1.1840e+00,  2.7955e-04,\n",
              "         5.0142e-01, -7.5466e-01, -1.4884e+00, -1.1610e-01, -3.9427e-01,\n",
              "        -9.0949e-01,  1.1184e+00, -1.1928e+00, -1.3094e+00, -1.9060e-01,\n",
              "         9.1116e-02,  2.4440e-02, -3.3720e-01, -4.9442e-01, -9.9518e-01,\n",
              "         1.6532e+00,  6.0353e-01,  2.0775e-01, -4.6350e-01, -9.3314e-01,\n",
              "        -5.6737e-01, -7.7451e-01, -6.7103e-01, -1.2568e-01, -5.0232e-01,\n",
              "         2.4697e+00,  1.8198e-01,  7.6988e-01,  6.3942e-01, -1.3702e-01,\n",
              "        -1.0589e+00, -8.5312e-01, -8.0984e-01,  1.8570e+00, -3.9578e-01,\n",
              "         8.7763e-01,  4.3537e-03,  3.3318e-01, -2.1019e-01,  1.0153e+00,\n",
              "         7.0833e-01,  4.1009e-02, -5.0601e-01,  1.2891e-01,  1.4250e+00]),\n",
              " 'served': array([-0.50631 ,  0.34207 , -1.0337  , -0.43319 ,  0.4045  ,  0.046323,\n",
              "        -0.80228 ,  0.38287 , -0.43832 , -1.5533  , -0.10678 ,  0.45359 ,\n",
              "         0.23504 ,  0.089427, -0.30328 , -0.5594  , -0.55662 ,  0.57559 ,\n",
              "        -0.24275 ,  0.36739 ,  0.7341  , -0.27437 ,  0.39046 ,  0.27779 ,\n",
              "        -0.75126 , -1.7351  ,  0.52101 , -0.43627 , -0.19993 ,  0.56563 ,\n",
              "         2.3803  , -0.49713 , -0.44534 , -0.41978 ,  0.4644  ,  0.38776 ,\n",
              "        -0.16477 ,  1.001   ,  0.21329 ,  0.28602 , -0.20673 ,  0.33107 ,\n",
              "        -0.20542 , -0.43806 , -0.48086 ,  0.34397 , -0.71367 , -0.94374 ,\n",
              "        -0.33003 ,  0.76575 ]),\n",
              " 'tour': array([ 0.19086  ,  1.1069   , -1.034    ,  0.73168  , -1.0908   ,\n",
              "        -0.37548  , -1.4178   ,  0.68071  ,  0.81567  , -0.1901   ,\n",
              "         0.0076726, -0.62928  , -1.0682   ,  0.33907  ,  1.3072   ,\n",
              "        -0.31096  ,  0.24359  , -0.027208 , -0.86928  , -0.31525  ,\n",
              "        -0.0042566,  0.5195   , -0.1194   ,  0.49353  ,  0.2449   ,\n",
              "        -0.70088  , -0.68048  , -0.214    , -0.81563  ,  0.087816 ,\n",
              "         2.7756   ,  0.71952  , -0.52033  ,  0.93049  ,  0.28794  ,\n",
              "        -0.1446   ,  0.70052  ,  0.45729  , -1.0526   , -0.86324  ,\n",
              "        -0.45749  , -0.57036  , -0.22817  , -0.61889  ,  0.30703  ,\n",
              "        -0.10808  ,  0.22655  , -0.36935  , -0.59172  , -0.10713  ]),\n",
              " 'hospital': array([ 1.5825   ,  0.57127  , -0.36832  , -0.76284  , -0.064663 ,\n",
              "        -0.40442  , -0.69356  ,  1.0904   ,  0.97965  , -0.9367   ,\n",
              "         0.34795  , -0.88895  , -0.0093445, -0.70433  , -0.40379  ,\n",
              "         0.54935  , -1.3964   ,  0.47221  , -0.2266   ,  1.1133   ,\n",
              "        -0.032548 ,  1.7034   , -0.40096  , -0.016425 , -0.51178  ,\n",
              "        -1.7195   ,  0.1164   ,  0.18428  , -0.80811  , -0.21776  ,\n",
              "         2.6291   ,  0.42102  ,  0.31785  , -0.68186  ,  0.59883  ,\n",
              "         0.73562  ,  1.5399   ,  0.18854  ,  2.2163   ,  0.52169  ,\n",
              "        -0.25507  ,  0.0072179, -0.11845  ,  0.17952  ,  0.69213  ,\n",
              "         0.025527 , -0.76053  , -0.60733  ,  0.3097   ,  0.39452  ]),\n",
              " 'kong': array([-0.2069   , -0.080423 , -0.44305  ,  1.0535   ,  0.51837  ,\n",
              "        -1.2366   ,  0.11402  , -0.78059  ,  0.42304  , -0.087544 ,\n",
              "         0.49729  ,  0.21777  ,  0.46456  ,  0.27774  ,  0.38734  ,\n",
              "         0.63329  , -0.48893  , -0.33702  , -0.51106  ,  0.73341  ,\n",
              "         1.3944   ,  0.069846 , -0.51207  , -0.33441  ,  0.53586  ,\n",
              "        -1.4327   ,  0.48324  , -0.74009  , -1.2051   ,  0.10297  ,\n",
              "         3.2478   ,  0.85417  ,  0.89302  ,  0.49303  , -0.51997  ,\n",
              "        -0.89693  ,  0.27948  , -0.17774  , -0.70108  , -0.30947  ,\n",
              "        -1.1489   , -0.0067018,  0.88218  ,  0.015205 ,  0.42502  ,\n",
              "        -0.60928  , -0.77235  , -0.92805  ,  1.2585   , -0.038    ]),\n",
              " 'test': array([ 0.13175 , -0.25517 , -0.067915,  0.26193 , -0.26155 ,  0.23569 ,\n",
              "         0.13077 , -0.011801,  1.7659  ,  0.20781 ,  0.26198 , -0.16428 ,\n",
              "        -0.84642 ,  0.020094,  0.070176,  0.39778 ,  0.15278 , -0.20213 ,\n",
              "        -1.6184  , -0.54327 , -0.17856 ,  0.53894 ,  0.49868 , -0.10171 ,\n",
              "         0.66265 , -1.7051  ,  0.057193, -0.32405 , -0.66835 ,  0.26654 ,\n",
              "         2.842   ,  0.26844 , -0.59537 , -0.5004  ,  1.5199  ,  0.039641,\n",
              "         1.6659  ,  0.99758 , -0.5597  , -0.70493 , -0.0309  , -0.28302 ,\n",
              "        -0.13564 ,  0.6429  ,  0.41491 ,  1.2362  ,  0.76587 ,  0.97798 ,\n",
              "         0.58507 , -0.30176 ]),\n",
              " 'hong': array([-0.1976   ,  0.1366   , -0.33119  ,  0.99059  ,  0.49322  ,\n",
              "        -1.3296   ,  0.16808  , -0.69448  ,  0.44689  , -0.10114  ,\n",
              "         0.41561  ,  0.28686  ,  0.55391  ,  0.20853  ,  0.30828  ,\n",
              "         0.66325  , -0.4984   , -0.34678  , -0.39966  ,  0.85977  ,\n",
              "         1.3389   ,  0.025294 , -0.2775   , -0.30672  ,  0.60277  ,\n",
              "        -1.463    ,  0.38661  , -0.82118  , -1.2197   ,  0.036191 ,\n",
              "         3.2054   ,  0.85997  ,  0.87279  ,  0.62648  , -0.52942  ,\n",
              "        -0.93663  ,  0.16847  , -0.021984 , -0.73179  , -0.20759  ,\n",
              "        -1.1323   , -0.030088 ,  0.92538  , -0.017261 ,  0.4962   ,\n",
              "        -0.71625  , -0.81975  , -0.87796  ,  1.295    , -0.0089934]),\n",
              " 'u.n.': array([ 0.75686 , -0.43337 , -0.083438, -0.70272 ,  0.54503 , -0.68549 ,\n",
              "         0.21016 ,  0.017266,  1.243   , -1.5275  ,  0.044869, -0.8268  ,\n",
              "        -0.8683  , -0.13401 ,  0.90361 ,  0.14805 ,  0.70629 , -0.79384 ,\n",
              "         0.90756 , -0.69225 , -0.19657 ,  0.98994 , -0.23804 , -0.78558 ,\n",
              "        -0.72922 , -1.4768  ,  0.69714 ,  0.43988 , -0.33873 ,  0.62906 ,\n",
              "         2.5028  , -0.36102 , -1.6707  , -0.68512 , -0.13861 , -0.093183,\n",
              "         0.81396 , -0.46491 , -0.88761 ,  0.33069 , -0.062661,  0.51313 ,\n",
              "         1.6499  , -1.7586  ,  0.053331,  0.20574 , -0.68564 ,  1.4494  ,\n",
              "        -1.08    ,  0.047127]),\n",
              " 'inc.': array([ 0.48994 , -0.071488,  0.97385 ,  1.7478  ,  0.2406  , -0.05941 ,\n",
              "        -1.9641  , -1.4751  ,  1.0148  ,  0.31656 ,  0.41049 ,  0.60168 ,\n",
              "        -0.86588 , -0.75197 , -0.68291 ,  0.70651 , -1.113   , -0.019668,\n",
              "        -0.6863  , -0.72957 ,  1.3051  ,  0.30482 , -0.3763  , -0.36973 ,\n",
              "        -1.7401  , -0.66598 , -0.88252 , -0.66404 , -0.26985 , -0.71911 ,\n",
              "         2.0791  , -0.3634  ,  0.53606 , -0.026884,  0.18656 , -1.7843  ,\n",
              "        -1.1551  , -0.52067 ,  1.4285  , -0.47748 ,  0.7373  , -0.54732 ,\n",
              "         0.061248,  0.34443 ,  0.29703 ,  0.88214 , -0.2616  ,  0.11852 ,\n",
              "        -0.57064 ,  1.0582  ]),\n",
              " 'technology': array([-2.5722e-01, -9.3385e-02,  1.1371e+00,  9.5147e-01, -4.5156e-01,\n",
              "        -5.5302e-01, -4.8637e-01, -1.6476e+00,  5.9422e-01,  7.5211e-01,\n",
              "         7.4173e-01,  2.6373e-01, -2.9181e-01,  2.1239e-01, -8.6431e-01,\n",
              "         8.7086e-01, -3.4193e-01,  9.9052e-01,  2.6313e-02, -2.5234e-01,\n",
              "         1.4177e+00,  2.5313e-03, -6.5843e-01, -3.5972e-01,  5.6982e-01,\n",
              "        -1.6079e+00, -1.9695e-01, -9.9719e-01,  2.2330e-03,  4.6416e-02,\n",
              "         3.2575e+00, -2.6845e-01, -9.4590e-02, -1.3317e+00, -3.9934e-02,\n",
              "        -1.5860e-01, -8.5490e-01,  1.0837e+00,  2.0209e-01, -1.8876e-01,\n",
              "         3.4616e-01, -3.2074e-01,  2.6552e-01,  4.8898e-01,  6.5638e-01,\n",
              "         5.0432e-01,  8.0157e-01,  5.8182e-01, -6.8956e-02,  3.9337e-01]),\n",
              " 'believe': array([ 0.58979  , -0.26647  ,  0.53642  , -0.46648  ,  0.93958  ,\n",
              "         0.059251 , -0.43161  ,  0.050446 , -0.1823   ,  0.56424  ,\n",
              "         0.093586 ,  0.16454  , -0.43468  , -0.24738  ,  0.64491  ,\n",
              "         0.65876  ,  0.77999  , -0.32867  ,  0.12281  , -0.30894  ,\n",
              "        -0.63677  ,  0.33784  ,  0.39404  ,  0.0051813,  0.58064  ,\n",
              "        -2.1587   , -0.90265  , -0.39912  ,  0.35394  , -0.37011  ,\n",
              "         2.6363   ,  0.2065   , -0.68239  , -0.90132  , -0.12276  ,\n",
              "        -0.91148  , -0.16604  , -0.23857  , -0.080387 , -0.10168  ,\n",
              "        -0.6872   , -0.21279  ,  0.2631   ,  0.76259  ,  0.5156   ,\n",
              "         0.057379 , -0.75805  ,  0.57521  ,  0.0235   ,  0.056102 ]),\n",
              " 'organization': array([ 0.0045919,  0.044048 , -0.45486  ,  0.085465 ,  0.82071  ,\n",
              "        -0.29642  , -0.74135  , -0.73182  ,  1.1468   , -0.30318  ,\n",
              "         0.82331  , -0.038242 , -0.61542  ,  0.88862  , -0.26852  ,\n",
              "        -0.81056  ,  0.42294  ,  0.27055  ,  0.39423  ,  0.50166  ,\n",
              "        -0.3875   , -0.1128   ,  0.035386 ,  0.070233 , -1.0952   ,\n",
              "        -1.4779   , -0.077482 , -0.76481  , -0.80932  ,  0.075326 ,\n",
              "         3.187    ,  0.24256  , -0.94285  , -1.0391   , -1.4213   ,\n",
              "        -0.36973  , -0.23704  , -0.22633  ,  0.12324  ,  0.37992  ,\n",
              "        -0.53272  , -1.0171   , -0.12099  ,  0.063301 ,  0.14735  ,\n",
              "         0.10486  , -1.3653   ,  0.78741  , -0.4363   ,  0.43508  ]),\n",
              " 'published': array([-0.066601,  0.59438 , -0.68071 , -0.57313 , -0.41617 ,  0.36709 ,\n",
              "        -1.3616  , -1.2834  , -0.16036 , -0.2888  , -0.19361 ,  0.61374 ,\n",
              "        -0.42678 , -0.41019 ,  1.1893  , -1.008   , -1.0106  , -0.69389 ,\n",
              "        -0.55886 ,  0.81934 ,  1.0556  ,  0.15769 ,  1.2894  ,  0.22504 ,\n",
              "         0.42763 , -0.9203  , -1.5778  , -0.45674 , -0.98914 ,  0.46641 ,\n",
              "         2.6331  , -1.813   , -0.085059, -0.79011 , -0.95494 , -0.22583 ,\n",
              "         0.17997 ,  0.11348 , -0.068211,  0.23217 ,  1.1468  , -0.53449 ,\n",
              "        -0.22057 , -0.37131 , -0.25866 ,  0.4144  , -0.049894,  0.55094 ,\n",
              "         0.10518 , -0.16974 ]),\n",
              " 'weapons': array([ 0.5043  , -0.5103  ,  1.1051  , -0.34855 ,  0.45287 , -0.02223 ,\n",
              "         0.29837 , -0.38938 ,  0.763   , -0.1116  , -0.01414 , -0.28482 ,\n",
              "        -0.7061  , -0.41026 ,  0.10961 ,  0.58832 ,  0.56457 ,  0.77399 ,\n",
              "        -0.2342  , -0.25987 ,  0.88846 ,  0.036477,  0.47951 , -1.0487  ,\n",
              "        -0.92206 , -2.4235  ,  0.20313 , -0.057898,  1.6148  , -0.20589 ,\n",
              "         2.4974  , -0.86523 , -1.3683  , -0.92385 ,  0.7274  ,  1.0293  ,\n",
              "         0.06462 ,  0.22207 , -1.4217  ,  0.55603 ,  0.42244 , -0.37799 ,\n",
              "         1.2384  , -0.29426 ,  1.1603  , -0.10497 , -0.39217 ,  1.4774  ,\n",
              "        -1.226   , -0.7637  ]),\n",
              " 'agreed': array([ 0.67306 , -0.11695 ,  0.15661 ,  0.29672 ,  0.19553 ,  0.14498 ,\n",
              "        -0.6686  ,  0.2509  , -0.5876  , -0.3172  ,  0.14127 ,  0.51303 ,\n",
              "        -0.60896 , -0.31857 ,  0.52659 ,  0.90686 ,  0.25838 , -0.51568 ,\n",
              "         0.61891 , -0.36521 ,  0.86217 ,  0.2026  ,  0.056781, -0.51987 ,\n",
              "        -0.70545 , -1.5663  ,  0.89277 , -0.56625 , -0.78259 , -0.33351 ,\n",
              "         2.8383  ,  0.14367 , -1.2087  ,  0.08852 ,  0.1727  , -1.0994  ,\n",
              "         0.068189, -0.087076, -0.054009, -0.1864  , -0.20703 , -0.16672 ,\n",
              "         0.42432 , -0.37345 , -0.30785 ,  0.026626, -0.82972 ,  0.98168 ,\n",
              "        -0.81761 ,  0.31187 ]),\n",
              " 'why': array([ 0.32386  ,  0.011154 ,  0.23443  , -0.18039  ,  0.6233   ,\n",
              "        -0.059467 , -0.62369  ,  0.12782  , -0.40932  ,  0.083849 ,\n",
              "        -0.19215  ,  0.57834  , -0.49637  , -0.048521 ,  1.099    ,\n",
              "         0.6298   ,  0.26122  , -0.11049  ,  0.16728  , -0.71227  ,\n",
              "        -0.371    ,  0.51635  ,  0.54567  ,  0.27623  ,  0.82096  ,\n",
              "        -2.1861   , -1.0027   ,  0.11441  ,  0.53145  , -0.86653  ,\n",
              "         2.5888   ,  0.37458  , -0.51935  , -0.68734  , -0.14537  ,\n",
              "        -0.53177  , -0.065899 ,  0.0077695,  0.31162  , -0.17694  ,\n",
              "        -0.36669  ,  0.17919  ,  0.21591  ,  0.61326  ,  0.41495  ,\n",
              "         0.17295  , -0.19359  ,  0.26349  , -0.19398  ,  0.58678  ]),\n",
              " 'nine': array([ 0.11967  ,  0.099838 ,  0.60112  ,  0.10356  ,  0.45172  ,\n",
              "         0.55896  , -0.91281  ,  0.21906  , -0.25593  , -0.3985   ,\n",
              "        -0.53094  , -0.88653  , -0.60865  ,  0.35077  ,  0.60692  ,\n",
              "        -0.99208  , -0.10708  , -0.45321  , -1.2554   , -0.092974 ,\n",
              "        -0.0073627,  0.33985  ,  0.78436  , -0.14057  , -0.44911  ,\n",
              "        -0.71987  ,  0.3185   , -0.68564  , -0.40698  , -0.3476   ,\n",
              "         3.4606   ,  0.48291  ,  0.33634  ,  0.42867  ,  1.0276   ,\n",
              "         0.36609  ,  0.42525  ,  0.12409  , -0.10621  ,  0.07925  ,\n",
              "        -0.97746  , -0.10459  ,  0.63682  ,  0.20313  , -0.35979  ,\n",
              "         0.13175  , -0.48944  , -0.089255 , -0.23389  , -0.83616  ]),\n",
              " 'summer': array([-1.3994e-01,  1.0640e+00, -9.1844e-01, -4.2938e-01, -1.0628e+00,\n",
              "        -5.1658e-01, -1.3213e+00,  1.7506e-01, -2.2875e-01, -1.5815e-01,\n",
              "        -1.5426e-01, -6.5194e-01,  2.7595e-01, -1.3174e-02,  1.5593e+00,\n",
              "         3.1834e-01, -3.6232e-02,  4.6632e-01, -1.4032e+00, -1.8963e-01,\n",
              "         6.0757e-01, -1.4303e-01,  3.8073e-01,  1.8222e-01, -1.7379e-01,\n",
              "        -9.1278e-01, -3.6367e-02,  2.9563e-01,  4.8859e-01,  6.5812e-01,\n",
              "         2.9305e+00,  6.2993e-01, -4.5742e-01, -2.3587e-01, -2.6074e-03,\n",
              "         3.1701e-01, -7.0122e-03,  6.7844e-01, -1.4063e-01, -6.5643e-01,\n",
              "        -9.3197e-01, -8.4511e-02, -7.3981e-02, -3.5605e-01,  1.3789e-01,\n",
              "        -1.3311e-02,  3.5519e-01, -7.3341e-01, -5.8977e-01,  3.3139e-01]),\n",
              " 'wanted': array([ 0.42313  , -0.085664 ,  0.39257  , -0.26436  ,  0.91753  ,\n",
              "        -0.20125  , -0.79365  ,  0.4649   , -0.5998   ,  0.16584  ,\n",
              "        -0.072112 ,  0.51557  , -0.65811  , -0.058332 ,  0.86576  ,\n",
              "         0.42474  ,  0.50195  , -0.13366  ,  0.32371  , -0.30759  ,\n",
              "         0.069879 ,  0.72223  ,  0.16765  ,  0.32189  ,  0.0068441,\n",
              "        -2.1866   , -0.42124  , -0.51454  ,  0.26426  , -0.9317   ,\n",
              "         2.4987   ,  0.36012  , -1.0884   , -0.40066  ,  0.12073  ,\n",
              "        -0.26807  ,  0.0077703, -0.099351 , -0.18726  , -0.35652  ,\n",
              "        -0.017883 ,  0.21095  ,  0.096117 , -0.10971  ,  0.32473  ,\n",
              "        -0.31938  , -0.7913   , -0.05859  , -0.29982  ,  0.34184  ]),\n",
              " 'republican': array([-0.62964 , -0.41852 ,  1.0236  , -0.20629 ,  0.18681 ,  1.1836  ,\n",
              "        -1.1125  ,  0.061848, -0.98647 , -1.1978  , -2.0101  , -0.81715 ,\n",
              "        -0.088324,  0.2431  , -0.94952 , -0.62524 ,  0.56778 , -0.66119 ,\n",
              "         0.23107 , -0.732   , -0.75439 , -0.54928 ,  0.3512  , -0.44388 ,\n",
              "        -0.28215 , -2.4233  , -0.15651 , -0.31636 , -0.45465 ,  0.63483 ,\n",
              "         2.0342  , -0.033718, -1.1777  , -1.2411  , -0.32364 , -1.0717  ,\n",
              "        -1.0004  ,  0.28567 , -0.45446 , -0.9771  , -0.70622 ,  0.85814 ,\n",
              "        -1.5202  ,  0.23351 , -0.38033 ,  0.2903  , -1.2494  , -0.17779 ,\n",
              "        -0.31254 ,  1.2733  ]),\n",
              " 'act': array([-0.60647 , -0.65705 , -1.1819  , -0.61002 , -0.19796 ,  0.85236 ,\n",
              "         0.53328 , -0.35247 ,  0.29678 , -0.15212 , -0.10147 ,  1.0206  ,\n",
              "         0.13317 , -0.025112,  0.19626 , -0.055486,  0.45557 , -0.30135 ,\n",
              "        -0.070918, -0.019757,  1.0181  , -0.10467 ,  0.14572 , -0.28666 ,\n",
              "        -0.3157  , -1.6753  , -0.12545 , -0.75193 ,  0.90285 ,  0.022854,\n",
              "         2.8947  , -0.3003  , -1.2697  , -1.2543  , -0.31494 , -0.029234,\n",
              "         1.1512  , -1.0527  , -0.60098 , -0.16668 , -0.79989 , -0.69381 ,\n",
              "         0.37469 , -0.017377, -0.88246 ,  0.2576  , -0.98379 , -0.55932 ,\n",
              "         0.58823 ,  0.73753 ]),\n",
              " 'recently': array([ 0.38306 , -0.18595 ,  0.15336 , -0.041891, -0.13426 ,  0.029778,\n",
              "        -1.4633  , -0.33357 , -0.24152 , -0.12116 ,  0.25107 , -0.12706 ,\n",
              "        -0.46931 , -0.1835  ,  0.66127 ,  0.32839 , -0.64247 , -0.017429,\n",
              "        -0.103   ,  0.067737,  0.3842  ,  0.31524 ,  0.30089 , -0.29682 ,\n",
              "        -0.40112 , -1.7654  ,  0.082136,  0.25844 , -0.6726  ,  0.16396 ,\n",
              "         2.9298  , -0.35573 ,  0.19607 , -0.53139 , -0.08331 , -0.30637 ,\n",
              "        -0.20509 ,  0.39256 , -0.16279 , -0.18471 , -0.41573 ,  0.36797 ,\n",
              "        -0.02959 , -0.17756 ,  0.31373 , -0.17234 , -0.84572 ,  0.062888,\n",
              "        -0.48442 ,  0.028268]),\n",
              " 'texas': array([-1.1389   ,  0.091966 ,  0.21446  ,  0.62652  , -0.1462   ,\n",
              "        -0.26751  , -1.562    ,  0.28762  ,  0.41333  , -0.16034  ,\n",
              "        -0.97137  , -0.67537  ,  0.54321  , -0.31701  , -0.17978  ,\n",
              "        -0.6268   , -0.2967   ,  0.23363  , -0.41338  ,  0.01201  ,\n",
              "        -0.56012  , -0.18485  , -0.13951  ,  0.0028572, -0.64935  ,\n",
              "        -2.1038   , -0.077681 , -0.29024  ,  0.37588  , -0.87706  ,\n",
              "         2.2688   , -0.67516  , -0.44354  , -0.6818   ,  0.46717  ,\n",
              "        -0.70454  , -0.62999  , -0.029869 ,  1.0305   , -0.17831  ,\n",
              "        -1.1296   ,  0.41413  , -0.17604  ,  0.43166  , -0.51009  ,\n",
              "         0.79434  , -0.32733  , -0.35677  , -0.80534  ,  1.0604   ]),\n",
              " 'course': array([ 7.8276e-02,  7.9227e-01, -7.3527e-01, -3.0457e-01, -5.1744e-01,\n",
              "        -2.9335e-01, -3.3159e-01,  1.7560e-01,  2.7673e-03, -3.2157e-01,\n",
              "        -8.1201e-01, -3.1119e-01, -6.3787e-01, -1.2897e-01,  1.9602e-01,\n",
              "         2.4684e-01,  5.5952e-01,  4.4276e-01, -5.7720e-01, -5.5434e-01,\n",
              "         1.8649e-02,  6.0622e-01,  1.9482e-02,  1.9012e-01,  8.9629e-01,\n",
              "        -1.5299e+00, -4.8100e-01,  1.2324e-01,  1.6703e-01, -1.6081e-01,\n",
              "         3.1816e+00,  6.7694e-02, -6.0468e-01,  4.0089e-02,  5.8823e-01,\n",
              "        -3.5068e-01, -8.5815e-02,  1.0917e+00, -1.2533e-02, -4.7387e-01,\n",
              "        -5.5886e-01, -7.3592e-01,  4.5093e-01,  9.6578e-01, -2.2680e-01,\n",
              "        -1.6473e-01,  9.9435e-01, -8.0085e-02, -4.1225e-02,  4.2042e-01]),\n",
              " 'problem': array([ 0.75068 ,  0.053127,  0.054627,  0.072503, -0.12021 ,  0.82717 ,\n",
              "         0.19641 , -0.31173 ,  0.36422 , -0.33243 ,  0.25289 ,  0.34691 ,\n",
              "        -0.96921 , -0.26156 ,  0.95127 ,  0.61605 ,  0.36543 ,  0.19097 ,\n",
              "         0.55571 , -0.484   , -0.76125 , -0.26584 , -0.2207  ,  0.33209 ,\n",
              "         0.79446 , -1.8817  , -0.13826 ,  0.34505 ,  0.79296 ,  0.48838 ,\n",
              "         3.2986  ,  0.17404 , -0.072425, -0.88681 , -0.31277 ,  0.30916 ,\n",
              "        -0.32531 ,  0.10031 ,  0.69906 ,  0.22572 , -0.58385 ,  0.36805 ,\n",
              "         0.063336,  0.88716 ,  0.25599 ,  0.15023 ,  0.54539 ,  0.97436 ,\n",
              "         0.27401 ,  0.10775 ]),\n",
              " 'senate': array([-1.2190e-01, -5.4016e-01,  5.3912e-01, -1.3432e-03,  2.0037e-01,\n",
              "         9.5163e-01, -4.1340e-01,  4.3270e-01, -6.2763e-01, -1.2962e+00,\n",
              "        -1.8764e+00, -4.5758e-01,  3.5794e-01,  7.9058e-01, -5.8581e-02,\n",
              "        -3.1787e-01, -4.3084e-01, -8.4987e-01,  6.1237e-01, -9.7666e-01,\n",
              "         2.6083e-01, -4.3361e-01,  1.8144e-01, -8.0290e-01, -2.0019e-02,\n",
              "        -2.3861e+00,  3.9928e-01, -1.0727e-01, -7.7418e-01,  6.3567e-01,\n",
              "         2.1544e+00, -4.8476e-01, -1.7290e+00, -7.9529e-01,  1.0948e-01,\n",
              "        -1.0685e+00, -1.7932e-01,  7.8990e-01,  1.4924e-01, -1.0565e+00,\n",
              "        -1.0722e+00,  6.0233e-01, -4.6556e-01,  2.9903e-01, -1.2120e+00,\n",
              "         9.9332e-01, -5.3834e-01,  1.8688e-01, -2.9159e-01,  8.6340e-01]),\n",
              " 'medical': array([ 0.58013  ,  0.37997  , -0.31836  , -0.54594  , -0.50621  ,\n",
              "         0.19824  , -0.70782  ,  0.034944 ,  1.3981   , -0.43571  ,\n",
              "         0.44035  , -0.11442  ,  0.50687  , -0.46356  , -0.07717  ,\n",
              "        -0.023332 , -0.97353  ,  0.22479  ,  0.17014  ,  0.39389  ,\n",
              "         0.40963  ,  1.0765   , -0.51508  , -0.44268  , -0.29965  ,\n",
              "        -1.9132   , -0.61844  , -1.0022   , -0.81792  , -0.0058407,\n",
              "         2.9588   ,  0.19479  , -0.048043 , -1.4237   ,  0.42558  ,\n",
              "         0.8071   ,  0.66932  ,  0.75647  ,  1.865    ,  0.38585  ,\n",
              "         0.029308 ,  0.013855 ,  0.76854  ,  1.0011   ,  0.40896  ,\n",
              "         0.37385  , -0.14985  ,  1.0574   , -0.17879  ,  0.6991   ]),\n",
              " 'un': array([ 0.7481  ,  0.17083 , -0.54258 , -0.35997 , -0.20012 , -1.3024  ,\n",
              "         0.86724 , -0.37977 ,  0.89827 , -0.68769 ,  0.0657  , -0.62518 ,\n",
              "        -0.58905 , -0.037168,  0.73166 , -0.42199 ,  0.83321 , -0.36981 ,\n",
              "         0.88515 , -0.021818, -0.51838 ,  1.0075  ,  0.19777 , -0.52265 ,\n",
              "        -0.77403 , -0.99204 ,  0.34874 ,  0.52803 , -0.3745  ,  0.65354 ,\n",
              "         2.8485  , -0.61082 , -2.1851  ,  0.097328, -0.27777 , -0.47585 ,\n",
              "         0.99968 , -0.85283 , -0.81126 , -0.034708,  0.080572, -0.17537 ,\n",
              "         1.6221  , -2.275   ,  0.10877 , -0.24706 , -0.78868 ,  1.2256  ,\n",
              "        -0.038056,  0.70763 ]),\n",
              " 'done': array([ 3.3076e-01, -4.3870e-01, -3.2163e-01, -4.9310e-01,  1.0254e-01,\n",
              "        -2.7421e-03, -5.1720e-01,  2.4336e-02, -1.2816e-01,  1.4349e-01,\n",
              "        -1.6691e-01,  5.6121e-01, -5.6241e-01, -4.0972e-02,  7.5000e-01,\n",
              "         2.3084e-01,  5.3204e-01, -4.0973e-02,  2.6892e-01, -6.9238e-01,\n",
              "         2.7883e-01,  3.7911e-01,  5.6390e-01, -3.8150e-01,  7.2132e-01,\n",
              "        -1.3562e+00, -8.1717e-01, -5.4842e-02,  5.7333e-01, -8.5489e-01,\n",
              "         3.1889e+00,  1.9918e-01, -4.2120e-01, -9.0427e-01, -1.9521e-01,\n",
              "         3.0111e-01,  4.6756e-01,  8.2130e-01,  6.0552e-02, -1.6143e-01,\n",
              "        -2.6668e-01, -1.7660e-01,  1.5820e-02,  2.5528e-01, -9.6739e-02,\n",
              "        -9.7282e-02, -8.4483e-02,  3.3312e-01, -2.2252e-01,  7.4457e-01]),\n",
              " 'reached': array([-0.086026,  0.71587 ,  0.76502 ,  0.23411 , -0.20972 , -0.6371  ,\n",
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              "        -0.48744 , -0.41073 ,  0.82249 ,  0.30372 ,  0.036151, -0.94353 ,\n",
              "        -0.72981 ,  0.13547 ,  0.32621 ,  0.020224,  0.71374 , -0.19422 ,\n",
              "         0.34047 , -0.87754 ,  0.46069 , -0.19113 , -0.11497 ,  0.24227 ,\n",
              "         2.9781  , -0.19962 ,  0.39279 ,  0.11264 ,  0.029558, -0.88477 ,\n",
              "         0.38536 ,  0.12651 ,  0.045315, -0.23449 , -0.21376 , -0.37919 ,\n",
              "         0.78215 , -0.44593 , -0.80723 , -0.061209,  0.082581, -0.14284 ,\n",
              "        -0.57858 , -0.17341 ]),\n",
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              "        -0.73316 ,  0.95964 ,  0.89172 , -0.10495 ,  0.11496 ,  0.30448 ,\n",
              "        -1.4942  , -0.036297, -0.95949 ,  0.41062 , -0.23896 ,  0.40387 ,\n",
              "        -0.32893 , -1.5343  , -0.45627 ,  0.109   , -0.41474 , -0.57094 ,\n",
              "         2.1997  ,  0.47089 ,  0.56732 , -0.16914 ,  0.43481 ,  0.40459 ,\n",
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              "        -0.34081 , -0.50183 , -0.2514  , -0.10199 ,  0.19292 , -0.48934 ,\n",
              "        -0.41793 ,  0.18085 ]),\n",
              " 'continued': array([-0.017523, -0.36245 , -0.17325 , -0.62611 , -0.58709 , -0.3783  ,\n",
              "        -0.666   ,  0.63348 , -0.23642 , -0.13733 ,  0.15157 ,  0.087528,\n",
              "        -0.87999 , -0.67405 , -0.044755,  0.052448, -0.13278 , -0.69596 ,\n",
              "        -0.51899 , -0.21369 ,  0.7152  , -0.019663,  0.04485 , -0.41934 ,\n",
              "         0.11217 , -1.1996  ,  0.061107, -0.50021 ,  0.40571 ,  0.73455 ,\n",
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              "        -0.45787 , -0.19101 , -0.35651 ,  0.089007, -0.4731  , -0.24534 ,\n",
              "        -0.19832 , -0.58813 ,  0.27305 , -0.18482 ,  0.034286, -0.26754 ,\n",
              "        -0.49822 , -0.26897 ]),\n",
              " 'investors': array([ 8.1079e-01, -9.1728e-01,  7.9548e-01, -3.5597e-01,  6.5834e-01,\n",
              "        -1.2624e+00, -1.1024e+00,  5.6732e-01, -9.1656e-01,  8.4187e-01,\n",
              "         2.5232e-03,  8.6098e-01, -2.1517e-01, -2.5155e-01,  2.2024e-01,\n",
              "         8.9020e-01, -2.4734e-03, -9.5756e-01, -8.5916e-02, -1.2748e+00,\n",
              "         1.4584e+00, -2.4234e-01, -7.1439e-02, -4.0782e-01, -1.7495e-01,\n",
              "        -1.3786e+00, -1.3460e-01, -5.3072e-03, -2.4312e-01,  2.9980e-01,\n",
              "         3.1319e+00,  8.3126e-01,  1.5339e+00, -2.9645e-01, -4.0128e-02,\n",
              "        -1.4996e+00, -1.4643e+00, -4.3029e-01,  2.5042e-01, -1.4552e+00,\n",
              "        -8.5174e-01, -3.3760e-01,  4.5315e-01,  8.6070e-01,  7.0069e-01,\n",
              "        -5.0164e-01, -4.2114e-01,  8.6226e-01,  5.1130e-01,  7.5394e-02]),\n",
              " 'living': array([ 0.44332 ,  0.54225 ,  0.15822 , -1.0745  ,  1.225   ,  0.45945 ,\n",
              "        -1.0535  , -0.91786 , -0.2494  ,  0.14724 ,  0.4018  , -0.84114 ,\n",
              "         1.2333  , -0.31949 ,  1.0469  ,  0.52026 ,  0.61265 ,  0.26711 ,\n",
              "         0.27281 ,  0.59648 , -0.14925 ,  1.2287  , -0.21074 ,  0.35942 ,\n",
              "         0.65177 , -0.70452 , -0.58308 , -0.65758 ,  0.63612 ,  0.12299 ,\n",
              "         3.0721  ,  0.34538 , -0.072118, -0.57611 ,  0.14036 ,  0.32919 ,\n",
              "        -0.22127 , -0.11986 ,  0.58359 , -0.20843 , -0.80094 ,  0.028095,\n",
              "         0.96203 ,  0.35838 , -0.42028 , -0.17176 , -0.71876 , -1.0631  ,\n",
              "         0.064769, -0.44411 ]),\n",
              " 'care': array([ 0.68353 ,  0.22095 , -0.056607, -0.97564 ,  0.021986,  0.83748 ,\n",
              "        -0.68084 , -0.32343 ,  1.2331  , -0.2715  , -0.27033 ,  0.10855 ,\n",
              "         0.391   , -0.33831 ,  0.078469,  0.078807, -0.34752 ,  0.16324 ,\n",
              "         1.281   , -0.18929 , -0.10121 ,  0.813   , -0.567   , -0.091478,\n",
              "        -0.068022, -1.4918  , -0.34183 , -0.74081 ,  0.30182 ,  0.151   ,\n",
              "         3.3446  ,  1.2234  , -0.17981 , -0.52359 , -0.17783 ,  0.26673 ,\n",
              "         0.21092 ,  0.37758 ,  1.4058  , -0.67737 , -0.49647 , -0.2898  ,\n",
              "         0.42994 ,  0.97378 ,  0.27325 ,  0.30263 , -0.62122 ,  0.17708 ,\n",
              "         0.10696 ,  1.4949  ]),\n",
              " 'signed': array([-0.32809 ,  0.47696 , -0.30411 ,  0.32169 , -0.20837 ,  0.26573 ,\n",
              "        -1.5551  , -0.16449 , -0.67395 ,  0.062417,  0.49613 ,  0.77132 ,\n",
              "        -0.71559 , -0.19388 ,  0.55267 , -0.21589 , -0.19997 , -0.43137 ,\n",
              "         0.12077 ,  0.50898 ,  0.25535 , -0.086672,  0.17586 , -0.622   ,\n",
              "        -1.1361  , -1.1848  ,  1.2387  , -0.18957 , -0.44355 , -0.75233 ,\n",
              "         2.6234  ,  0.023927, -1.1341  ,  0.094708,  0.31818 , -0.14002 ,\n",
              "         0.5462  , -0.11214 , -0.48587 , -0.2342  ,  0.044345, -0.29872 ,\n",
              "        -0.1667  , -1.0448  , -0.91725 ,  0.19528 , -0.89982 ,  0.83399 ,\n",
              "        -0.64187 , -0.24253 ]),\n",
              " '17': array([-0.36149  ,  0.43738  ,  0.8856   ,  0.0060264,  0.26312  ,\n",
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              "        -0.65586  , -0.64825  , -0.42395  , -1.6689   ,  0.66875  ,\n",
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              "        -0.7037   ,  0.78726  , -0.89955  ,  0.077641 , -0.083159 ,\n",
              "         2.9923   ,  0.029987 , -0.31743  ,  0.016859 ,  1.0105   ,\n",
              "        -0.24071  ,  0.67739  ,  0.17589  ,  0.41482  ,  0.16919  ,\n",
              "        -0.52978  , -0.33564  ,  0.81073  , -0.74044  , -0.60461  ,\n",
              "         0.46413  , -0.32974  , -0.66453  ,  0.28327  ,  0.013514 ]),\n",
              " 'art': array([-0.63628 ,  1.2969  , -1.278   , -0.29745 ,  0.32062 , -0.63759 ,\n",
              "        -1.0316  , -1.4836  , -0.73537 ,  0.7604  , -0.015649,  0.18866 ,\n",
              "         0.11919 ,  0.0259  ,  0.42088 , -0.26346 ,  0.33993 ,  0.12065 ,\n",
              "        -0.30207 ,  0.024765,  1.2486  ,  0.39136 , -1.176   ,  0.15052 ,\n",
              "         0.037568, -1.0189  , -1.6133  , -0.53401 , -0.11916 , -0.85809 ,\n",
              "         2.5461  , -0.72314 ,  0.38181 , -1.4622  , -0.58746 ,  0.82853 ,\n",
              "        -0.19443 ,  0.92467 ,  0.15477 ,  0.25039 ,  0.84462 ,  0.075799,\n",
              "         0.7216  , -0.026482,  0.27818 ,  0.68092 ,  0.2212  , -0.71431 ,\n",
              "        -0.34964 , -0.033868]),\n",
              " 'provide': array([ 1.0435  ,  0.36095 ,  0.48787 , -0.068629,  0.072353, -0.17164 ,\n",
              "        -0.43456 , -0.18883 ,  0.94188 , -0.072146,  0.031514,  0.25461 ,\n",
              "         0.78294 , -0.27697 , -0.37145 ,  0.27563 ,  0.20983 ,  0.049158,\n",
              "         0.81629 , -0.8902  ,  0.5463  ,  0.17822 , -0.39007 , -0.25892 ,\n",
              "        -0.094446, -0.76073 ,  0.13599 , -0.66691 ,  0.10599 , -0.088948,\n",
              "         3.9529  ,  0.47956 , -0.53525 , -0.85311 ,  0.47729 ,  0.5493  ,\n",
              "         0.27984 ,  0.16038 , -0.19831 , -0.39836 ,  0.45721 , -0.26262 ,\n",
              "         0.59203 ,  0.34297 , -0.27254 , -0.073066, -0.16261 ,  1.0334  ,\n",
              "        -0.094584,  0.50767 ]),\n",
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              "         0.04921  , -1.6901   ,  0.059931 , -0.43421  , -0.32425  ,\n",
              "         0.26811  ,  0.50399  , -0.7147   ,  0.26083  ,  0.20719  ,\n",
              "        -0.38671  ,  0.019254 ,  0.65947  ,  0.083508 ,  0.0097811,\n",
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              "        -1.4338   , -0.17634  , -0.63667  , -0.17847  , -0.28925  ,\n",
              "         2.5824   , -0.40282  , -0.21123  , -0.88652  ,  0.019466 ,\n",
              "         0.3753   , -0.26544  ,  0.97366  ,  0.68016  ,  0.20575  ,\n",
              "        -0.10604  ,  0.14381  , -0.061076 , -0.21492  ,  0.015389 ,\n",
              "        -0.33618  , -0.4117   , -0.57698  , -0.64793  ,  0.6995   ]),\n",
              " 'presidential': array([ 0.085331,  0.85899 ,  0.73315 ,  0.7434  ,  0.077958,  0.039282,\n",
              "        -0.53268 ,  0.27857 , -0.66429 , -1.0061  , -1.378   , -0.96279 ,\n",
              "         0.12513 ,  0.45579 ,  0.32195 , -0.38865 , -0.38276 , -0.51431 ,\n",
              "         0.18859 , -0.55034 , -0.0223  , -0.075589,  0.39603 , -0.85508 ,\n",
              "         0.03735 , -1.9842  , -0.1995  ,  0.15803 , -0.43158 ,  1.0514  ,\n",
              "         2.0571  ,  0.21188 , -2.3273  , -1.2511  , -0.19145 , -0.17998 ,\n",
              "        -0.37836 ,  0.7434  , -0.94869 , -0.85779 , -0.58619 ,  0.67419 ,\n",
              "        -0.93372 , -0.30881 , -0.84459 , -0.29009 , -1.021   , -0.12411 ,\n",
              "         0.72356 , -0.17101 ]),\n",
              " 'gold': array([-1.619    ,  1.6652   , -0.079497 ,  1.5026   ,  0.68352  ,\n",
              "         0.034311 , -0.22372  ,  0.079713 ,  0.47626  ,  0.021272 ,\n",
              "         0.6996   , -0.054844 , -0.16414  , -0.2487   ,  1.025    ,\n",
              "         0.19638  ,  0.62022  , -0.061214 , -1.5762   , -1.1831   ,\n",
              "         0.72441  , -0.51818  ,  0.28328  , -1.2181   , -0.35064  ,\n",
              "        -1.3383   , -0.97681  ,  0.27764  , -0.077925 , -0.69184  ,\n",
              "         2.1699   ,  0.0077505,  0.43841  ,  0.80172  ,  0.18562  ,\n",
              "        -0.3501   , -0.19784  ,  0.95663  , -0.33419  , -0.91435  ,\n",
              "         0.15541  , -0.39268  ,  1.1495   , -0.58365  ,  0.53163  ,\n",
              "        -0.77328  , -0.20422  , -0.95785  , -0.13292  , -1.5706   ]),\n",
              " 'obama': array([ 0.088383,  0.64673 ,  1.1358  , -0.41847 ,  0.24472 ,  0.23206 ,\n",
              "        -0.70671 , -0.10504 , -0.31253 , -0.40369 , -1.9403  , -0.51725 ,\n",
              "         0.068855,  0.2083  , -0.093209,  0.031652, -0.46409 , -0.44976 ,\n",
              "         0.62411 , -0.30082 ,  0.048925,  0.066813,  0.40686 , -0.99385 ,\n",
              "         0.87213 , -2.5763  ,  0.18983 ,  0.5685  , -0.28695 , -0.032524,\n",
              "         1.9832  ,  0.7982  , -1.0181  , -0.845   , -0.46184 , -1.0593  ,\n",
              "        -0.57683 ,  0.55183 , -1.3238  , -1.1482  , -0.71687 ,  0.36369 ,\n",
              "        -0.68577 , -0.45659 ,  0.26248 ,  0.17701 , -0.53864 ,  0.61634 ,\n",
              "        -0.029942,  0.78279 ]),\n",
              " 'morning': array([ 0.12099 ,  0.10119 , -0.18065 ,  0.20052 ,  0.34682 , -1.0604  ,\n",
              "        -1.1647  ,  0.64395 , -0.33524 , -0.79036 , -0.55958 , -1.0967  ,\n",
              "        -0.14952 ,  0.36835 ,  0.5777  ,  0.27746 , -1.3737  , -0.23306 ,\n",
              "        -1.2181  , -0.46396 ,  0.91798 ,  1.31    ,  0.5937  ,  0.047051,\n",
              "         0.65399 , -1.0776  ,  0.33062 ,  1.0118  ,  0.27919 ,  0.15841 ,\n",
              "         3.1537  ,  0.45444 , -0.15605 ,  0.33373 ,  0.033046, -0.40556 ,\n",
              "         0.41308 , -0.28614 ,  0.31554 ,  0.3254  , -0.44613 ,  0.36396 ,\n",
              "        -0.53107 , -0.38338 ,  0.63936 , -0.079852,  0.04625 , -0.20362 ,\n",
              "         0.41999 ,  0.25573 ]),\n",
              " 'dead': array([ 9.3960e-01,  1.6544e-01,  8.1367e-01, -4.8494e-01,  1.2837e+00,\n",
              "         4.5841e-01, -6.5686e-01,  4.5467e-01,  1.2991e-01, -5.7450e-01,\n",
              "        -3.5387e-01, -7.9589e-01,  1.9424e-01,  3.8570e-01,  1.1416e+00,\n",
              "        -4.1850e-01, -4.5377e-02,  2.6111e-01, -8.6682e-01,  3.6554e-01,\n",
              "        -6.7914e-01,  1.1540e+00,  8.4681e-01,  1.2510e-01,  5.5768e-01,\n",
              "        -1.3182e+00, -9.4527e-01, -7.5978e-02,  2.7151e-01, -1.1157e-01,\n",
              "         2.6132e+00, -4.1870e-01, -1.8600e-01,  2.3283e-01,  1.7973e-01,\n",
              "         6.9716e-01,  5.4133e-01, -1.2404e+00,  4.0727e-01,  3.1813e-01,\n",
              "        -8.2175e-01,  3.3472e-01,  3.5713e-01, -4.9532e-01,  8.7550e-01,\n",
              "         8.5996e-02, -9.0086e-01, -6.1645e-01, -1.9355e-03, -8.6569e-01]),\n",
              " 'opened': array([ 0.18287  ,  0.11848  , -0.27305  , -0.11983  ,  0.20925  ,\n",
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              "        -0.20256  , -0.7756   , -0.69125  ,  0.16365  , -0.012999 ,\n",
              "         0.094886 , -0.38625  ,  0.022833 , -1.0079   ,  0.24653  ,\n",
              "         1.3771   ,  0.36476  , -0.56621  ,  0.10028  , -0.58893  ,\n",
              "        -1.1739   ,  0.62789  ,  0.39045  , -0.15263  , -0.3333   ,\n",
              "         2.8057   , -0.36408  , -0.12703  , -0.22185  , -0.0036229,\n",
              "        -0.088728 ,  0.51306  ,  0.37857  ,  0.1006   ,  0.32229  ,\n",
              "        -0.15296  , -0.40447  , -0.03948  , -0.43208  , -0.025197 ,\n",
              "         0.1309   , -0.1902   , -0.98484  ,  0.28758  , -0.50759  ]),\n",
              " \"'ll\": array([-0.011802,  0.21118 ,  0.4908  , -0.35672 ,  0.57536 , -0.90842 ,\n",
              "        -0.49809 ,  0.46152 , -0.24034 ,  0.2336  , -0.58308 ,  0.67327 ,\n",
              "        -0.40435 ,  0.054721,  1.1671  ,  0.86637 ,  0.54767 , -0.013842,\n",
              "         0.16097 , -1.2204  , -0.24181 ,  0.27696 ,  0.60078 ,  0.3422  ,\n",
              "         0.79318 , -1.652   , -0.85376 ,  0.16969 ,  1.2032  , -1.4296  ,\n",
              "         3.2077  ,  1.2076  , -1.046   ,  0.3371  , -0.092852, -0.19189 ,\n",
              "         0.39807 ,  0.29987 ,  0.44816 , -0.85305 , -0.21786 , -0.1446  ,\n",
              "        -0.21025 ,  0.56331 ,  0.09191 ,  0.25339 ,  0.51205 , -0.16695 ,\n",
              "        -0.13327 ,  1.0674  ]),\n",
              " 'event': array([ 0.029239,  1.3932  , -0.63257 ,  1.4428  , -0.2371  , -0.16312 ,\n",
              "         0.028908,  0.47163 ,  0.4698  , -0.15165 , -0.22802 , -1.374   ,\n",
              "        -0.56937 ,  0.18    ,  1.6237  , -0.27864 ,  0.47416 ,  0.31183 ,\n",
              "        -1.6133  , -0.64953 ,  0.47584 , -0.24477 , -0.3199  ,  0.17125 ,\n",
              "         0.41976 , -0.98547 , -0.81791 , -0.47376 , -0.40819 ,  0.24948 ,\n",
              "         2.7581  ,  0.79498 , -0.48018 , -0.51766 , -0.57829 , -0.13674 ,\n",
              "         0.79869 ,  0.69494 , -0.92537 , -0.50717 , -0.41065 , -0.58304 ,\n",
              "        -0.26909 ,  0.19583 ,  0.42346 , -0.21672 ,  0.08189 , -0.32385 ,\n",
              "        -0.33378 ,  0.18497 ]),\n",
              " 'previous': array([-0.12115 ,  0.18013 ,  0.19721 ,  0.18762 , -0.1283  ,  0.62356 ,\n",
              "        -0.49614 , -0.29923 , -0.54705 ,  0.11355 , -0.22122 , -0.46243 ,\n",
              "        -0.75681 , -0.15068 ,  1.2276  , -0.25742 , -0.71782 , -0.81602 ,\n",
              "        -0.78309 , -0.18919 ,  0.34296 , -0.15582 ,  0.36453 , -0.70471 ,\n",
              "        -0.16579 , -0.70049 , -0.22884 , -0.45728 , -0.27782 ,  0.59443 ,\n",
              "         3.3729  ,  0.03763 ,  0.25342 , -0.17151 ,  0.53099 , -0.20249 ,\n",
              "         0.5376  ,  0.064915, -0.88783 , -0.55808 , -0.73646 , -0.34857 ,\n",
              "         0.011836, -0.061608, -0.40348 , -0.11433 , -0.096637,  0.581   ,\n",
              "        -0.16557 , -0.45606 ]),\n",
              " 'cost': array([ 8.9000e-01,  2.2248e-03,  1.0093e+00, -5.5798e-01, -2.8476e-01,\n",
              "         3.0152e-01, -1.5118e-01, -7.6853e-01,  4.4135e-01,  2.2737e-01,\n",
              "        -4.5814e-01, -1.9772e-01,  1.0353e-01, -8.9961e-01,  1.0729e+00,\n",
              "         1.0177e-01,  1.5114e-01,  5.9041e-01, -3.5506e-01, -8.7802e-01,\n",
              "         7.8812e-01, -8.5243e-01, -7.4337e-01, -7.1190e-01, -2.6325e-01,\n",
              "        -1.1461e+00, -4.2493e-02, -2.8891e-01,  6.5035e-01,  4.5462e-01,\n",
              "         3.4999e+00,  8.1029e-01,  2.8177e-01,  3.6095e-01,  1.7220e-01,\n",
              "         5.0072e-02,  2.8490e-01,  6.1834e-01,  3.5741e-01, -4.7174e-01,\n",
              "        -4.5342e-02,  5.4026e-02,  6.7601e-01,  6.3232e-01, -6.3440e-01,\n",
              "        -9.3767e-02, -1.9312e-01,  7.1263e-01, -1.5523e-01,  6.1625e-01]),\n",
              " 'instead': array([ 1.6834e-01, -7.2452e-02,  8.1124e-02, -5.1142e-01,  3.6302e-01,\n",
              "         2.6761e-01, -3.3017e-01, -1.2967e-01, -4.3045e-01,  3.6193e-02,\n",
              "        -1.1362e-01,  3.4919e-01, -1.1913e-01,  7.4780e-02,  2.2611e-01,\n",
              "         2.2578e-01, -3.3976e-02, -1.9064e-03, -3.7438e-02, -8.9569e-01,\n",
              "         4.3247e-01, -1.4601e-01,  4.0009e-01, -1.1041e-02,  1.0408e-01,\n",
              "        -1.5355e+00,  2.0654e-01,  1.4319e-01,  5.9204e-01, -5.7440e-01,\n",
              "         3.2859e+00,  3.8220e-01, -6.4248e-01, -2.4752e-01,  3.1905e-02,\n",
              "         1.5967e-01,  8.2851e-02,  2.9365e-01, -2.7896e-01, -2.1462e-01,\n",
              "         6.9458e-02,  1.3307e-02, -1.2710e-01,  3.6425e-01, -1.1626e-01,\n",
              "        -8.7059e-02,  6.3919e-02, -2.1882e-01, -8.5911e-02,  5.8001e-03]),\n",
              " 'canada': array([-0.72491 ,  0.40524 , -0.35895 ,  0.65977 , -0.27592 ,  0.60496 ,\n",
              "        -1.217   ,  0.14638 ,  0.85096 , -0.74799 ,  1.0267  , -0.0491  ,\n",
              "         0.40083 , -0.11647 ,  0.14594 ,  0.32253 ,  0.38807 , -0.72773 ,\n",
              "        -1.0039  , -0.015682,  0.66613 , -0.30068 , -0.01085 ,  0.57758 ,\n",
              "        -0.26283 , -1.3647  ,  0.17607 , -0.54651 , -0.40292 , -0.14113 ,\n",
              "         2.3757  ,  0.60026 ,  0.072329, -0.4139  , -0.30918 , -1.166   ,\n",
              "        -0.15287 , -0.18237 , -0.075067, -0.30076 , -0.073329, -0.19173 ,\n",
              "         1.1995  , -1.1107  , -0.57754 ,  1.011   , -0.81894 , -0.11035 ,\n",
              "         0.015073, -0.03693 ]),\n",
              " 'band': array([-0.77245 ,  0.21817 , -0.40049 , -0.52816 , -0.46087 ,  0.58611 ,\n",
              "        -1.5542  ,  0.54177 , -0.28788 ,  0.92261 ,  1.0989  ,  0.25979 ,\n",
              "        -0.32883 ,  0.79634 , -0.23009 , -0.22104 ,  0.45758 ,  0.01364 ,\n",
              "        -0.63597 , -0.60617 , -0.084844,  0.2725  ,  0.39152 ,  0.63984 ,\n",
              "        -0.49816 , -0.17932 , -1.418   , -0.029052, -0.074864, -0.60293 ,\n",
              "         3.0585  , -0.84752 ,  0.10378 , -0.15262 ,  0.023318,  0.095483,\n",
              "         0.73301 , -1.6128  , -0.075601, -0.68264 ,  0.075109, -0.56855 ,\n",
              "        -1.6178  , -1.0405  ,  0.36042 , -0.37588 ,  0.027557, -1.2064  ,\n",
              "        -1.3964  ,  0.16595 ]),\n",
              " 'teams': array([-0.52881 , -0.032132, -0.085858,  0.64089 , -0.35813 , -0.49465 ,\n",
              "        -1.2832  ,  0.84755 , -0.35268 , -1.0975  ,  0.59391 , -0.29253 ,\n",
              "        -1.0941  ,  0.19011 ,  0.42473 , -0.51049 ,  0.76214 ,  0.49514 ,\n",
              "        -1.2991  , -0.84818 , -0.80853 , -0.1807  ,  0.75779 ,  0.67283 ,\n",
              "        -0.79967 , -0.76924 , -0.099643, -0.61877 , -0.17763 , -0.9422  ,\n",
              "         3.2331  ,  1.4436  , -0.23268 , -1.0838  ,  0.95628 ,  1.0439  ,\n",
              "         0.099316,  0.69735 , -0.45783 , -0.65099 , -0.6058  , -1.0683  ,\n",
              "         0.508   ,  0.3479  , -0.071952,  0.27279 ,  0.16318 ,  1.0406  ,\n",
              "        -0.29513 , -0.13426 ]),\n",
              " 'daily': array([-1.3649e-03,  6.8933e-01, -1.5317e-01, -2.7924e-01, -5.5025e-01,\n",
              "        -9.5791e-01, -5.4044e-01, -7.3406e-02,  4.8924e-01, -1.7902e-01,\n",
              "        -2.6823e-01, -1.0313e+00,  2.0161e-01, -3.7262e-01,  9.1382e-01,\n",
              "        -7.8988e-01, -1.1336e+00,  3.8221e-02, -4.4616e-01,  4.1989e-01,\n",
              "         7.3232e-01,  2.1217e-01,  8.4187e-01,  9.3825e-01,  1.6812e-01,\n",
              "        -1.2316e+00, -5.8487e-01,  4.3795e-01,  2.2939e-01,  7.7933e-01,\n",
              "         3.4767e+00,  8.8054e-02,  4.1261e-01,  8.1239e-01, -1.3670e+00,\n",
              "        -3.6935e-01,  1.5687e-01, -1.8682e-01,  5.1365e-01,  1.1878e+00,\n",
              "         1.1219e+00,  3.0568e-01, -1.6913e-01,  2.8450e-01,  2.7435e-01,\n",
              "        -3.7834e-01, -6.8038e-01,  1.1438e+00,  2.3009e-01,  4.4973e-01]),\n",
              " '2001': array([-0.20808 ,  0.15543 ,  0.43313 ,  0.29175 , -0.38998 ,  0.2216  ,\n",
              "        -0.96475 , -0.57093 ,  0.089177,  0.03206 ,  0.20457 , -0.55757 ,\n",
              "        -0.99732 , -0.30656 ,  1.34    , -0.19643 , -0.56457 ,  0.013656,\n",
              "        -1.055   ,  0.81931 ,  0.49625 , -0.21102 ,  0.56594 , -0.27317 ,\n",
              "        -0.8461  , -1.2022  , -0.27645 , -0.48451 , -0.63505 ,  0.49525 ,\n",
              "         2.6164  , -0.2795  , -0.28284 , -0.41341 ,  0.089042, -0.22273 ,\n",
              "         0.41992 ,  0.1093  , -0.27387 , -0.69286 , -0.63294 , -0.39295 ,\n",
              "         0.078838, -0.82271 , -0.64855 ,  0.058628, -0.43451 , -0.17567 ,\n",
              "         0.022405, -0.19712 ]),\n",
              " 'available': array([ 0.58305 ,  0.3692  ,  0.60734 ,  0.13211 , -0.23357 , -0.18422 ,\n",
              "        -1.111   , -0.97414 ,  0.589   ,  0.070083,  0.25278 ,  0.24546 ,\n",
              "         0.68786 , -0.33544 ,  0.86477 ,  0.55411 , -0.60609 ,  0.1731  ,\n",
              "         0.13597 , -0.99774 ,  0.49511 , -0.24831 ,  0.50271 ,  0.75915 ,\n",
              "        -0.34783 , -0.40901 , -0.29425 , -0.21386 ,  0.2677  , -0.2299  ,\n",
              "         3.6786  , -0.019657, -0.19756 , -0.49436 ,  0.83366 ,  0.64558 ,\n",
              "         0.75348 ,  0.31536 , -0.33067 , -0.42152 ,  0.95485 , -0.056089,\n",
              "         0.30776 ,  0.49559 , -0.2236  ,  0.27465 ,  0.095748,  0.52759 ,\n",
              "        -0.02319 ,  0.37589 ]),\n",
              " 'drug': array([ 1.2961e+00, -1.0892e+00, -1.8802e-01, -8.0713e-02, -6.9594e-01,\n",
              "         7.0588e-01,  1.6016e-01, -9.2386e-01,  1.8171e+00,  1.6692e+00,\n",
              "         5.2813e-01, -1.6787e-01, -5.3049e-01, -4.9220e-01,  9.0579e-01,\n",
              "        -5.9567e-01, -7.8685e-01, -1.2275e-01,  1.2574e-01, -1.1095e-01,\n",
              "        -2.9795e-01, -1.5183e-01,  3.0375e-01,  5.1160e-01, -1.9946e+00,\n",
              "        -2.5094e+00,  2.5591e-01, -4.1315e-01,  6.5299e-02,  7.4701e-02,\n",
              "         2.5092e+00,  9.9649e-02, -5.4093e-01, -8.4123e-01,  6.5142e-01,\n",
              "        -1.0022e-01, -5.9754e-01,  4.6077e-01,  2.6439e-01, -3.8455e-01,\n",
              "        -6.1440e-01,  1.0885e+00,  8.5330e-01,  5.9866e-01,  1.2090e+00,\n",
              "        -3.3189e-01, -1.4875e-01,  1.0490e-01,  2.1264e-03,  2.9996e-01]),\n",
              " 'coming': array([ 0.2169  ,  0.010103,  0.20451 , -0.35386 ,  0.21087 , -0.45219 ,\n",
              "        -0.89303 ,  0.38488 , -0.098646,  0.19529 , -0.23261 , -0.19812 ,\n",
              "        -0.61983 ,  0.030262,  0.83403 ,  0.11213 ,  0.2843  , -0.45516 ,\n",
              "        -0.66117 , -0.52828 ,  0.011671, -0.045947,  0.25585 , -0.015153,\n",
              "         0.58445 , -1.4561  , -0.17449 ,  0.20365 ,  0.63173 , -0.18417 ,\n",
              "         3.2476  ,  0.98331 , -0.081593, -0.20301 , -0.08307 , -0.10772 ,\n",
              "        -0.083311,  0.16489 , -0.045785, -0.36753 , -0.77673 ,  0.076461,\n",
              "        -0.1256  , -0.21534 ,  0.13959 ,  0.39282 ,  0.27183 ,  0.047386,\n",
              "        -0.018309, -0.014132]),\n",
              " '2003': array([-0.19981 ,  0.20885 ,  0.23375 ,  0.29899 , -0.4669  ,  0.26561 ,\n",
              "        -0.88717 , -0.50218 ,  0.24873 ,  0.053575,  0.32436 , -0.52112 ,\n",
              "        -0.87833 , -0.32253 ,  1.462   , -0.17503 , -0.51629 ,  0.08434 ,\n",
              "        -1.1049  ,  0.74995 ,  0.50939 , -0.20743 ,  0.60042 , -0.27171 ,\n",
              "        -0.78068 , -1.1288  , -0.019338, -0.43967 , -0.67386 ,  0.53925 ,\n",
              "         2.7434  , -0.20148 , -0.38614 , -0.52828 ,  0.032867, -0.15952 ,\n",
              "         0.57491 ,  0.096843, -0.28589 , -0.79715 , -0.63134 , -0.39362 ,\n",
              "         0.051414, -0.94219 , -0.51381 ,  0.14902 , -0.3606  , -0.15878 ,\n",
              "        -0.10782 , -0.1102  ]),\n",
              " 'investment': array([ 7.9548e-01,  4.6390e-01,  4.9251e-01,  5.7722e-01,  3.8213e-01,\n",
              "        -4.7373e-01, -4.9199e-01, -1.1033e+00,  4.5209e-02,  4.2666e-01,\n",
              "        -1.6129e-01,  9.9404e-01, -4.8642e-01, -5.1557e-01, -2.6111e-01,\n",
              "         4.6363e-01,  1.0002e+00,  1.7150e-02,  3.0615e-01,  8.2269e-02,\n",
              "         1.7686e+00, -5.5897e-01, -5.6343e-01, -8.6836e-01, -6.1665e-01,\n",
              "        -9.0650e-01,  4.2129e-01, -5.8382e-01, -4.4385e-01,  5.0967e-01,\n",
              "         3.3706e+00,  6.5111e-01,  1.1472e+00,  3.2690e-03, -3.0234e-01,\n",
              "        -1.0137e+00, -1.4902e+00,  1.1642e-01,  6.6987e-01, -5.2906e-01,\n",
              "        -7.2236e-01, -4.5330e-01,  7.9649e-01, -8.3997e-02, -6.9110e-02,\n",
              "        -9.7420e-01, -6.0643e-01,  8.7593e-01,  6.9828e-01,  9.7692e-01]),\n",
              " '’s': array([ 0.084057 ,  1.009    , -0.73409  , -0.18204  ,  0.55277  ,\n",
              "         0.40067  , -0.523    , -0.27032  ,  0.57593  , -0.12948  ,\n",
              "         0.50247  ,  0.83951  , -0.30897  , -0.57     , -0.22958  ,\n",
              "        -0.191    ,  0.055458 ,  0.30817  ,  0.0088007,  0.30062  ,\n",
              "         0.37946  ,  0.003076 , -0.69601  , -0.02108  ,  0.44584  ,\n",
              "        -1.3046   , -1.0645   , -0.66556  , -0.5764   ,  0.084934 ,\n",
              "         2.6133   , -0.509    ,  0.052    , -0.95942  , -0.21878  ,\n",
              "         0.22902  ,  0.20117  ,  0.22065  ,  0.13502  , -0.084362 ,\n",
              "         0.28292  , -0.25703  , -0.74214  , -0.67279  , -0.45217  ,\n",
              "         0.10774  , -0.14292  , -0.78396  , -0.0066429,  0.32052  ]),\n",
              " 'michael': array([-0.39706  ,  0.75938  ,  0.94322  ,  0.033011 ,  0.96796  ,\n",
              "        -0.0066449, -0.40639  , -0.19214  ,  0.13932  , -0.15261  ,\n",
              "        -0.2675   ,  0.60916  , -1.8286   , -0.095123 ,  1.083    ,\n",
              "         0.12797  ,  0.89969  , -0.65478  , -0.61975  , -0.24938  ,\n",
              "        -0.21549  ,  0.41997  , -0.27961  ,  0.27842  , -0.13945  ,\n",
              "        -1.589    ,  0.40072  , -0.62107  , -1.1787   ,  0.19207  ,\n",
              "         1.5053   , -0.46642  ,  0.88615  , -1.0113   , -0.16165  ,\n",
              "         0.12235  ,  0.83705  ,  0.34541  ,  0.40766  , -0.48241  ,\n",
              "         0.32724  ,  1.4955   , -0.45234  , -0.49736  ,  0.41001  ,\n",
              "         0.42342  , -0.25317  , -1.1688   , -0.59791  ,  1.2495   ]),\n",
              " 'civil': array([-0.31089 , -0.39114 , -0.68872 , -0.23025 , -0.091459,  0.32429 ,\n",
              "         0.20215 ,  0.14081 ,  0.23591 , -1.0801  , -0.25815 , -0.31658 ,\n",
              "        -0.32057 , -0.5692  ,  0.17766 , -0.94938 , -0.30929 ,  0.087269,\n",
              "         0.20442 ,  0.06726 ,  0.16983 ,  0.62246 , -1.0437  , -0.64164 ,\n",
              "        -0.5401  , -1.92    , -0.041264, -1.2533  , -0.048338,  1.3141  ,\n",
              "         2.9058  , -0.57444 , -0.83841 , -0.88599 , -0.42117 ,  0.2502  ,\n",
              "        -0.49995 , -1.1163  , -0.085449,  0.33469 , -0.95071 ,  0.2484  ,\n",
              "         0.50785 ,  0.22867 , -0.73934 ,  0.14673 , -0.80666 , -0.22442 ,\n",
              "        -0.69948 , -0.35698 ]),\n",
              " 'woman': array([-1.8153e-01,  6.4827e-01, -5.8210e-01, -4.9451e-01,  1.5415e+00,\n",
              "         1.3450e+00, -4.3305e-01,  5.8059e-01,  3.5556e-01, -2.5184e-01,\n",
              "         2.0254e-01, -7.1643e-01,  3.0610e-01,  5.6127e-01,  8.3928e-01,\n",
              "        -3.8085e-01, -9.0875e-01,  4.3326e-01, -1.4436e-02,  2.3725e-01,\n",
              "        -5.3799e-01,  1.7773e+00, -6.6433e-02,  6.9795e-01,  6.9291e-01,\n",
              "        -2.6739e+00, -7.6805e-01,  3.3929e-01,  1.9695e-01, -3.5245e-01,\n",
              "         2.2920e+00, -2.7411e-01, -3.0169e-01,  8.5286e-04,  1.6923e-01,\n",
              "         9.1433e-02, -2.3610e-02,  3.6236e-02,  3.4488e-01, -8.3947e-01,\n",
              "        -2.5174e-01,  4.2123e-01,  4.8616e-01,  2.2325e-02,  5.5760e-01,\n",
              "        -8.5223e-01, -2.3073e-01, -1.3138e+00,  4.8764e-01, -1.0467e-01]),\n",
              " 'training': array([ 0.27808 ,  0.15502 , -0.76258 , -0.39483 , -0.33702 , -0.80823 ,\n",
              "        -0.75129 ,  0.043137,  0.90212 , -0.89599 ,  0.83162 , -0.14144 ,\n",
              "        -0.62685 ,  0.10737 , -0.51564 , -0.46926 , -0.29377 ,  1.095   ,\n",
              "        -0.87931 ,  0.26115 , -0.22163 ,  0.85669 , -0.31739 , -0.085317,\n",
              "        -0.47354 , -1.4365  ,  0.33958 , -1.1928  , -0.03295 ,  0.25255 ,\n",
              "         3.4108  ,  0.76843 , -0.89609 , -0.83801 ,  0.95367 ,  1.2251  ,\n",
              "         0.22891 ,  0.81176 , -0.20702 ,  0.2704  , -0.19163 , -0.61075 ,\n",
              "         0.22504 ,  0.48398 ,  0.52379 , -0.76005 ,  0.78917 ,  0.61137 ,\n",
              "        -0.84949 ,  0.9954  ]),\n",
              " 'appeared': array([ 1.8534e-01, -2.5215e-01, -6.5479e-02, -4.3871e-01,  2.3798e-02,\n",
              "         3.1849e-01, -9.8185e-01,  3.4992e-01, -5.0018e-01, -1.1823e-03,\n",
              "        -9.1110e-02, -1.7050e-02, -7.6311e-01,  4.4557e-01,  6.9465e-01,\n",
              "        -1.7416e-02, -4.9245e-01, -5.1069e-01, -7.0141e-01, -2.1009e-01,\n",
              "         5.8789e-02,  5.2671e-01,  9.5217e-01,  1.8467e-01,  8.1788e-02,\n",
              "        -1.3722e+00, -5.7610e-01,  5.8510e-01, -9.1629e-02,  2.2919e-02,\n",
              "         2.5606e+00, -3.3919e-01,  3.1060e-01, -8.7557e-01, -1.2370e-01,\n",
              "         9.6683e-02,  4.3145e-01, -1.0750e-01, -1.0308e+00, -7.4859e-01,\n",
              "        -1.9371e-01,  3.0385e-01, -6.2701e-01, -7.1865e-01,  1.9049e-01,\n",
              "        -5.9458e-02, -3.5774e-01, -4.2142e-01, -7.5327e-02,  2.4345e-02]),\n",
              " '9': array([-0.371    ,  0.69548  ,  0.80851  ,  0.24482  ,  0.38785  ,\n",
              "         0.45152  , -0.53739  , -0.39964  , -0.75014  , -0.76978  ,\n",
              "        -0.20536  , -0.71552  , -0.39637  , -0.25681  ,  0.8898   ,\n",
              "        -0.60027  , -0.99278  , -0.29743  , -1.7004   ,  0.61512  ,\n",
              "         0.50039  , -0.26623  ,  1.0069   ,  0.23982  , -0.42797  ,\n",
              "        -0.48713  ,  0.82052  , -0.57696  ,  0.29697  , -0.17228  ,\n",
              "         3.0513   ,  0.004016 , -0.37645  ,  0.41351  ,  0.41572  ,\n",
              "        -0.45433  ,  0.80872  ,  0.073299 ,  0.50211  , -0.038146 ,\n",
              "        -0.0085302, -0.51184  ,  0.64137  , -1.1205   , -0.67822  ,\n",
              "         0.72058  ,  0.13467  , -0.79347  ,  0.45135  ,  0.61268  ]),\n",
              " 'involved': array([ 1.0272  , -0.37358 , -0.18422 ,  0.16018 ,  0.16558 ,  0.94034 ,\n",
              "        -0.27134 ,  0.22641 ,  0.12548 , -0.14378 ,  0.055337,  0.23434 ,\n",
              "        -0.82454 , -0.039595,  0.4596  , -0.58104 ,  0.27975 ,  0.42006 ,\n",
              "        -0.2022  , -0.21107 ,  0.60621 ,  0.41357 ,  0.47218 ,  0.2284  ,\n",
              "        -0.3679  , -1.6428  , -0.018204, -0.80334 ,  0.11641 , -0.012091,\n",
              "         2.9739  , -0.11861 , -0.23158 , -1.3536  ,  0.26964 ,  0.39146 ,\n",
              "        -0.27451 , -0.13589 , -0.28074 ,  0.57252 , -0.49239 , -0.12945 ,\n",
              "         0.32308 ,  0.35871 ,  0.49173 , -0.73118 , -0.55319 ,  0.47959 ,\n",
              "        -0.2153  ,  0.015891]),\n",
              " 'indian': array([-0.50272  , -0.86278  , -0.62779  ,  0.91383  ,  0.31368  ,\n",
              "        -0.038815 , -0.31021  , -0.2526   ,  0.30158  , -0.64804  ,\n",
              "         0.045761 , -0.037186 ,  0.70252  ,  0.11521  , -0.3486   ,\n",
              "         0.08222  ,  0.24425  ,  0.90143  , -0.72602  ,  0.34732  ,\n",
              "         0.79549  ,  0.68965  , -0.011682 ,  0.25732  ,  0.87478  ,\n",
              "        -1.7585   , -0.43138  , -1.1128   , -1.1055   ,  0.25266  ,\n",
              "         3.0408   , -0.42061  , -0.1143   ,  0.74834  ,  0.61912  ,\n",
              "         0.36031  , -0.71076  , -0.8182   , -0.66709  ,  0.43353  ,\n",
              "        -0.90637  ,  0.86167  ,  0.0090063, -0.089209 ,  0.15429  ,\n",
              "         0.45053  , -0.46443  ,  0.27031  ,  0.10094  , -1.3809   ]),\n",
              " 'similar': array([ 0.83024  ,  0.18552  , -0.50006  ,  0.25876  , -0.13381  ,\n",
              "         0.96212  , -0.1598   , -0.64647  , -0.2482   ,  0.1465   ,\n",
              "         0.057764 , -0.034884 ,  0.090764 ,  0.030722 ,  0.17063  ,\n",
              "         0.1421   , -0.47075  , -0.16597  , -0.429    , -0.88502  ,\n",
              "        -0.08036  , -0.39441  ,  0.0053562, -0.08435  , -0.13758  ,\n",
              "        -1.2879   , -0.69348  ,  0.37005  ,  0.083367 , -0.064055 ,\n",
              "         3.4729   , -0.47711  , -0.11251  , -0.8323   ,  0.41746  ,\n",
              "        -0.088553 ,  0.28121  , -0.25679  , -0.79877  ,  0.015683 ,\n",
              "        -0.26416  ,  0.027146 , -0.04001  ,  0.28502  ,  0.35224  ,\n",
              "         0.25111  ,  0.11124  ,  0.51804  , -0.059993 , -0.038869 ]),\n",
              " 'situation': array([ 7.0453e-01, -3.7470e-01, -6.0939e-01,  1.4627e-01,  3.6915e-01,\n",
              "        -5.2696e-01,  4.0230e-01,  6.6025e-01, -1.7059e-01, -6.9470e-01,\n",
              "         1.3662e-01,  2.2425e-01, -8.0928e-01, -2.6972e-01,  8.7402e-01,\n",
              "         9.2692e-01,  4.0760e-01, -4.0956e-01,  6.4877e-01,  9.8942e-02,\n",
              "        -4.5901e-01,  5.0421e-01,  3.0219e-01,  1.4245e-01,  1.0106e+00,\n",
              "        -1.4686e+00, -1.4313e-01,  5.5516e-01,  1.0045e+00,  8.8035e-01,\n",
              "         3.3974e+00,  3.3874e-01, -1.5702e-03, -1.0225e+00, -3.1460e-01,\n",
              "        -6.4354e-03, -3.6250e-01, -3.0147e-01, -1.1312e-01,  1.7041e-01,\n",
              "        -1.1502e+00,  2.2521e-01,  4.4652e-01, -5.0197e-01, -1.9792e-01,\n",
              "         3.4043e-01,  1.5354e-01,  1.1454e+00,  3.2781e-01,  6.1673e-01]),\n",
              " '24': array([-0.22659  ,  0.4103   ,  0.92032  ,  0.092676 ,  0.23232  ,\n",
              "         0.68842  , -0.97283  , -0.53958  , -0.53261  , -0.51607  ,\n",
              "         0.16422  , -0.77668  , -0.47279  , -0.24394  ,  0.91375  ,\n",
              "        -0.44061  , -0.99602  , -0.25333  , -1.564    ,  0.65807  ,\n",
              "         0.54852  ,  0.51458  ,  1.3628   , -0.25571  , -0.47653  ,\n",
              "        -0.49347  ,  0.64906  , -0.67569  ,  0.3076   ,  0.01894  ,\n",
              "         2.8681   ,  0.38085  , -0.51504  ,  0.043401 ,  0.80333  ,\n",
              "        -0.28602  ,  0.81156  ,  0.32144  ,  0.47417  ,  0.45819  ,\n",
              "        -0.4069   , -0.1159   ,  0.63567  , -0.78035  , -1.0832   ,\n",
              "         0.19407  , -0.451    , -0.62632  ,  0.28932  ,  0.0094854]),\n",
              " 'los': array([-0.0097114,  1.0479   , -0.15266  ,  0.95792  , -0.6402   ,\n",
              "        -1.0987   , -1.6442   ,  0.19054  , -0.67246  ,  0.84881  ,\n",
              "        -0.37091  , -0.71655  , -0.14475  ,  0.29582  ,  0.66353  ,\n",
              "        -1.2886   , -0.2723   , -0.20184  , -0.80491  ,  0.15998  ,\n",
              "        -0.62213  ,  0.37342  , -0.73158  ,  0.37146  , -1.3091   ,\n",
              "        -0.72098  , -0.24667  ,  0.12699  ,  0.64816  , -1.2111   ,\n",
              "         2.373    , -0.6814   ,  0.012714 , -1.3647   , -0.36337  ,\n",
              "        -0.66922  ,  0.34148  , -0.71351  ,  1.1338   ,  0.20547  ,\n",
              "        -0.45033  , -0.18112  ,  1.0352   , -0.30232  , -0.38739  ,\n",
              "        -0.48865  , -0.70615  , -0.71828  ,  0.069078 ,  1.789    ]),\n",
              " 'running': array([-0.43834  , -0.090964 ,  0.86262  ,  0.05767  , -0.50797  ,\n",
              "         0.2461   , -1.0311   , -0.42597  ,  0.22993  , -0.3368   ,\n",
              "        -0.72548  , -0.2824   , -1.0743   ,  0.11621  ,  0.094901 ,\n",
              "        -0.26682  ,  0.20806  ,  0.48181  , -0.48975  , -0.49709  ,\n",
              "        -0.13592  , -0.056444 ,  0.22628  ,  0.28384  ,  0.19823  ,\n",
              "        -1.8403   ,  0.69409  ,  0.29643  ,  0.47839  , -0.28211  ,\n",
              "         2.9924   ,  0.4487   , -0.21818  , -0.23105  ,  0.075807 ,\n",
              "         0.32981  , -0.16043  ,  0.51826  , -0.36066  , -0.15097  ,\n",
              "        -0.49723  ,  0.4355   , -0.7486   ,  0.50077  , -0.51089  ,\n",
              "        -0.16248  ,  0.038764 , -0.59289  , -0.0043378,  0.060896 ]),\n",
              " 'fighting': array([ 6.5951e-01, -1.0182e+00,  3.0227e-01, -2.9145e-01, -1.2109e-01,\n",
              "        -2.7095e-03,  4.3368e-01,  2.9875e-01, -2.3725e-02, -6.5935e-01,\n",
              "        -2.7542e-01, -1.0712e+00, -1.1848e+00, -7.7099e-01,  7.6184e-02,\n",
              "        -1.9794e-01,  3.9889e-01,  2.1147e-01, -5.8409e-01,  4.3620e-01,\n",
              "        -9.0213e-01,  6.3662e-01,  6.2656e-01, -9.2278e-02, -4.4475e-01,\n",
              "        -1.5751e+00, -7.9459e-02, -5.0726e-01,  8.8098e-01,  7.0386e-01,\n",
              "         3.2172e+00,  4.8876e-01, -9.6824e-01, -5.8092e-02, -4.8287e-01,\n",
              "         6.5347e-01, -8.7451e-01, -8.8172e-01, -5.9077e-01,  2.2631e-02,\n",
              "        -5.8747e-01,  8.4746e-02, -5.2803e-02, -3.4747e-01,  7.0104e-01,\n",
              "        -1.8247e-01,  4.0658e-03, -1.0292e-01, -1.0144e+00, -5.6573e-01]),\n",
              " 'mark': array([-1.0946  ,  1.0225  ,  0.30618 , -0.11432 ,  1.3358  , -0.35751 ,\n",
              "        -0.8161  , -0.57504 ,  0.17596 , -0.57884 , -0.58026 , -0.046902,\n",
              "        -1.195   , -0.42675 ,  0.94546 , -0.33041 ,  0.62356 , -1.5748  ,\n",
              "        -1.2311  , -0.25699 , -0.22136 , -0.017735, -0.76456 , -0.77257 ,\n",
              "         0.14415 , -0.99678 ,  0.43554 , -0.37179 , -0.35516 ,  0.29028 ,\n",
              "         2.1719  , -0.26136 ,  0.69271 ,  0.3157  , -0.1244  , -0.57558 ,\n",
              "         0.72024 , -0.21616 , -0.17272 ,  0.03155 ,  0.21585 ,  0.80009 ,\n",
              "        -0.31209 , -0.2764  ,  0.22364 , -0.059812,  0.35907 , -0.44211 ,\n",
              "        -1.0795  ,  0.59824 ]),\n",
              " '40': array([-0.062631 ,  0.4653   ,  1.37     , -0.20617  ,  0.47084  ,\n",
              "         0.21443  , -0.5396   , -0.62058  , -0.18851  ,  0.1691   ,\n",
              "        -0.22198  , -1.2129   ,  0.24732  , -0.25916  ,  0.48788  ,\n",
              "        -0.58613  , -0.064148 ,  0.23608  , -1.2942   , -0.20763  ,\n",
              "         0.38102  ,  0.53186  ,  0.8156   ,  0.074232 , -0.60328  ,\n",
              "        -0.54542  ,  0.278    , -0.40205  , -0.066477 ,  0.020025 ,\n",
              "         3.4181   ,  0.25111  ,  0.39259  ,  0.69756  ,  0.66112  ,\n",
              "        -0.55691  ,  0.10875  ,  0.088239 ,  0.49234  ,  0.3133   ,\n",
              "        -0.15809  ,  0.19643  ,  1.1964   , -0.0099673, -0.46631  ,\n",
              "        -0.13711  , -0.55465  , -0.33201  , -0.056724 ,  0.090714 ]),\n",
              " 'trial': array([ 7.9479e-01, -8.2482e-02, -6.3600e-01,  5.3561e-01,  4.4316e-01,\n",
              "         3.4118e-01,  7.6846e-01,  8.3741e-01,  2.7732e-01,  5.3951e-01,\n",
              "        -5.7706e-01, -7.4387e-01, -1.3583e+00, -1.6361e-01,  1.6336e+00,\n",
              "        -4.6643e-01, -4.6551e-01, -6.7811e-01, -4.1287e-01,  9.5260e-02,\n",
              "         7.5367e-01,  8.0711e-01,  2.8191e-01,  2.4806e-01, -1.1397e+00,\n",
              "        -2.4235e+00,  1.2470e-01, -4.7558e-01, -3.3769e-01,  2.3745e-01,\n",
              "         1.8525e+00, -9.1183e-01, -1.2843e+00, -1.1390e+00,  5.6110e-01,\n",
              "        -4.3179e-01,  6.1527e-01,  1.4452e-01, -1.4387e-01, -5.0857e-01,\n",
              "        -3.2986e-01,  4.5176e-01,  4.1030e-01,  8.2176e-01,  7.9231e-02,\n",
              "        -4.1368e-01,  1.8867e-03, -2.8602e-01, -9.8019e-02, -7.8683e-02]),\n",
              " 'hold': array([ 0.1685   ,  0.4121   ,  0.26147  ,  0.060323 ,  0.69374  ,\n",
              "        -0.35629  , -0.064893 ,  0.45556  , -0.39808  , -0.34372  ,\n",
              "        -0.38861  , -0.20992  , -0.099759 ,  0.58824  ,  0.2568   ,\n",
              "         0.55463  ,  0.22026  , -0.57674  ,  0.19513  , -0.72998  ,\n",
              "         0.66663  ,  0.15332  ,  0.43248  , -0.29888  , -0.31555  ,\n",
              "        -1.4389   ,  0.26157  , -0.34023  , -0.2951   , -0.034326 ,\n",
              "         3.2758   ,  0.85082  , -1.1836   ,  0.090711 ,  0.005285 ,\n",
              "        -0.2693   , -0.0042106,  0.11362  , -0.16524  , -0.34256  ,\n",
              "        -0.48571  , -0.1607   , -0.024725 ,  0.39731  ,  0.045246 ,\n",
              "         0.14125  , -0.33749  ,  0.23042  , -0.28072  , -0.51819  ]),\n",
              " 'australian': array([-1.4047  , -0.07208 , -0.44052 ,  0.70985 ,  0.018739,  0.24777 ,\n",
              "        -1.0239  ,  0.019235,  0.46536 , -0.82913 ,  0.65677 ,  0.15618 ,\n",
              "        -0.11463 ,  0.12145 ,  0.6679  ,  0.024505,  0.54538 , -0.024967,\n",
              "        -1.4924  , -0.11921 ,  0.51936 ,  0.76334 , -0.28641 ,  0.10668 ,\n",
              "         0.22595 , -1.141   ,  0.41114 , -0.91738 , -1.2074  ,  0.88677 ,\n",
              "         2.6194  , -0.40798 ,  0.77985 ,  0.18551 ,  0.43255 ,  0.047056,\n",
              "         0.3403  , -0.42377 , -0.66495 , -1.6745  ,  0.18333 ,  0.006367,\n",
              "         0.88721 , -0.50006 ,  0.50706 ,  0.26863 , -0.47496 , -0.089711,\n",
              "         0.23862 , -0.24741 ]),\n",
              " 'thought': array([ 0.42762  , -0.11469  ,  0.010506 , -0.54662  ,  0.89055  ,\n",
              "         0.19263  , -0.65374  ,  0.087461 , -0.6983   ,  0.2802   ,\n",
              "         0.17176  ,  0.31886  , -0.46253  , -0.13414  ,  0.6207   ,\n",
              "         0.33603  ,  0.47793  , -0.046861 , -0.45179  , -0.32765  ,\n",
              "        -0.73017  ,  0.41449  ,  0.56783  ,  0.03801  ,  1.014    ,\n",
              "        -1.885    , -0.94402  ,  0.065002 ,  0.54992  , -0.46939  ,\n",
              "         2.7234   , -0.14071  , -0.078016 , -0.81424  , -0.066414 ,\n",
              "        -0.42336  ,  0.0078978,  0.40758  ,  0.21245  ,  0.1015   ,\n",
              "        -0.37205  ,  0.018199 , -0.081173 ,  0.76924  ,  0.30367  ,\n",
              "         0.051222 , -0.23856  , -0.034535 , -0.041267 ,  0.2594   ]),\n",
              " '!': array([-0.58402 ,  0.39031 ,  0.65282 , -0.3403  ,  0.19493 , -0.83489 ,\n",
              "         0.11929 , -0.57291 , -0.56844 ,  0.72989 , -0.56975 ,  0.53436 ,\n",
              "        -0.38034 ,  0.22471 ,  0.98031 , -0.2966  ,  0.126   ,  0.55222 ,\n",
              "        -0.62737 , -0.082242, -0.085359,  0.31515 ,  0.96077 ,  0.31986 ,\n",
              "         0.87878 , -1.5189  , -1.7831  ,  0.35639 ,  0.9674  , -1.5497  ,\n",
              "         2.335   ,  0.8494  , -1.2371  ,  1.0623  , -1.4267  , -0.49056 ,\n",
              "         0.85465 , -1.2878  ,  0.60204 , -0.35963 ,  0.28586 , -0.052162,\n",
              "        -0.50818 , -0.63459 ,  0.33889 ,  0.28416 , -0.2034  , -1.2338  ,\n",
              "         0.46715 ,  0.78858 ]),\n",
              " 'study': array([ 0.7196   ,  0.71446  , -0.51931  , -0.7443   , -0.06024  ,\n",
              "         0.54708  , -0.54618  , -0.99133  ,  0.73429  ,  0.18832  ,\n",
              "         0.32969  , -0.27397  ,  0.28741  , -0.09161  ,  0.32494  ,\n",
              "        -0.017665 , -0.13707  , -0.17801  , -0.24557  ,  0.11867  ,\n",
              "         0.34275  ,  0.3795   ,  0.42772  , -0.26742  ,  0.37385  ,\n",
              "        -1.2254   , -0.77036  , -0.70446  , -1.175    ,  0.14247  ,\n",
              "         3.0784   , -0.39591  , -0.30366  , -1.7702   , -0.0043639,\n",
              "        -0.46792  , -0.08895  ,  0.89358  ,  0.88059  ,  0.22266  ,\n",
              "        -0.53512  , -0.49875  ,  0.61852  ,  0.69546  ,  0.39189  ,\n",
              "         0.053596 ,  0.81017  ,  0.87904  , -0.37766  ,  0.46718  ]),\n",
              " 'fall': array([-3.6565e-02, -1.1890e-01,  2.8313e-01, -5.4150e-01,  1.3298e-01,\n",
              "        -2.2566e-01, -6.6541e-01, -2.4087e-01, -4.8826e-01, -1.6936e-01,\n",
              "        -1.7269e-01, -4.9886e-01, -3.6944e-01, -2.4950e-01,  1.0764e+00,\n",
              "         6.4621e-01, -5.6324e-01, -7.0736e-01, -7.8998e-01, -2.5509e-01,\n",
              "         6.3887e-01, -4.0850e-01,  4.0215e-01, -4.9159e-01, -9.0092e-02,\n",
              "        -1.1241e+00, -6.4993e-01,  9.0442e-02,  5.6125e-01,  6.7677e-01,\n",
              "         3.0416e+00,  4.9563e-01,  1.6628e-01,  3.4779e-02,  5.2566e-02,\n",
              "        -5.6517e-01, -4.8835e-01,  3.7129e-03,  1.7139e-01, -6.8648e-01,\n",
              "        -1.2632e+00,  3.0173e-02,  3.4388e-02, -3.2265e-01,  1.2144e-01,\n",
              "         6.1048e-02,  5.0164e-01, -4.9712e-01, -8.2374e-02,  9.7543e-04]),\n",
              " 'mother': array([ 0.4336   ,  1.0727   , -0.6196   , -0.80679  ,  1.2519   ,\n",
              "         1.3767   , -0.93533  ,  0.76088  , -0.0056654, -0.063649 ,\n",
              "         0.30297  ,  0.52401  ,  0.2843   , -0.38162  ,  0.98797  ,\n",
              "         0.093184 , -1.1464   ,  0.070523 ,  0.58012  ,  0.50644  ,\n",
              "        -0.24026  ,  1.7344   ,  0.020735 ,  0.43704  ,  1.2148   ,\n",
              "        -2.2483   , -0.41168  , -0.24922  ,  0.31225  , -0.49464  ,\n",
              "         2.0441   , -0.012111 , -0.19556  ,  0.085665 ,  0.27682  ,\n",
              "         0.015702 ,  0.0067683,  0.12759  ,  0.87008  , -0.40641  ,\n",
              "        -0.21057  ,  0.41651  , -0.021812 , -0.53649  ,  0.54095  ,\n",
              "        -0.43442  , -0.52489  , -2.0277   ,  0.13136  ,  0.11704  ]),\n",
              " 'met': array([ 0.28435 ,  0.95867 , -0.45012 , -0.19077 ,  0.41004 , -0.40049 ,\n",
              "        -1.0331  ,  0.63306 , -1.0736  , -0.57867 , -0.10673 ,  0.30635 ,\n",
              "        -0.5586  ,  0.2453  ,  0.47497 ,  0.22983 , -0.098808, -0.22235 ,\n",
              "         0.33463 , -0.066806,  0.33205 ,  0.83909 ,  0.48658 , -0.2534  ,\n",
              "         0.20618 , -1.6851  ,  0.26362 , -0.1854  , -1.1892  ,  0.32469 ,\n",
              "         2.3453  ,  0.21524 , -0.77003 , -0.31406 ,  0.37851 , -0.43074 ,\n",
              "         0.031213,  0.44378 , -0.28449 ,  0.27247 , -0.60119 ,  0.82704 ,\n",
              "        -0.33223 , -1.0399  ,  0.52443 , -0.083508, -0.90196 ,  0.12937 ,\n",
              "        -0.45284 ,  0.1098  ]),\n",
              " 'relations': array([-1.6521e-02,  9.5129e-01, -1.3065e+00,  8.1012e-01,  2.4660e-01,\n",
              "         3.4385e-01,  1.4495e-01,  1.6419e-01, -2.5048e-01, -8.0605e-01,\n",
              "         4.2270e-01,  3.6557e-01, -7.9601e-01,  3.5220e-01, -4.7669e-01,\n",
              "         3.8674e-01, -4.8380e-01, -5.6882e-01,  1.1867e+00,  8.5787e-01,\n",
              "         2.6355e-01,  5.4900e-01,  4.6891e-04, -4.3378e-01,  1.7998e-01,\n",
              "        -1.7392e+00,  7.0115e-01, -4.7459e-02,  2.8303e-01,  8.1784e-01,\n",
              "         3.0905e+00,  6.2942e-01, -2.1938e-01, -8.9566e-01, -1.0777e+00,\n",
              "        -6.8175e-01, -1.4813e+00,  4.6844e-01, -7.3869e-01,  3.6628e-01,\n",
              "        -7.2929e-01, -5.6320e-01,  4.9944e-01, -7.9350e-01,  8.6222e-02,\n",
              "         1.6333e-01, -3.1223e-01,  8.7028e-01, -6.1405e-01,  2.3760e-01]),\n",
              " 'anti': array([-0.021107, -0.6441  ,  0.023432, -0.71165 , -0.83129 ,  0.47753 ,\n",
              "         0.49067 , -1.3473  ,  0.12749 ,  0.54729 , -0.31179 , -0.96793 ,\n",
              "        -0.29861 ,  0.36368 , -0.3431  , -0.63881 , -0.2277  , -0.010631,\n",
              "        -0.47918 , -0.056406, -0.24963 ,  0.15983 , -0.23333 , -0.21328 ,\n",
              "        -0.924   , -2.8454  ,  0.40357 ,  0.010746, -0.15353 ,  0.40681 ,\n",
              "         2.6605  ,  0.20558 , -1.3973  , -0.7791  , -1.0235  , -0.11556 ,\n",
              "         0.078122, -0.67877 , -1.0892  ,  0.20484 ,  0.14496 ,  0.65688 ,\n",
              "         0.39725 ,  0.013498,  1.7496  ,  0.46305 , -0.71145 ,  0.47697 ,\n",
              "        -0.025653, -0.42048 ]),\n",
              " '2002': array([-0.23315 ,  0.35208 ,  0.23717 ,  0.37849 , -0.45238 ,  0.29397 ,\n",
              "        -0.93283 , -0.45232 ,  0.079508, -0.044222,  0.16143 , -0.59987 ,\n",
              "        -0.87757 , -0.29842 ,  1.5091  , -0.31195 , -0.43953 ,  0.027493,\n",
              "        -1.0535  ,  0.70834 ,  0.52859 , -0.17688 ,  0.59921 , -0.11758 ,\n",
              "        -0.79479 , -1.1765  , -0.09104 , -0.43368 , -0.69516 ,  0.32569 ,\n",
              "         2.6655  , -0.22779 , -0.48673 , -0.51818 ,  0.064055, -0.26686 ,\n",
              "         0.51412 ,  0.092206, -0.27645 , -0.82958 , -0.65041 , -0.43736 ,\n",
              "         0.082043, -0.93353 , -0.66829 ,  0.080246, -0.44856 , -0.013766,\n",
              "         0.041849, -0.071833]),\n",
              " 'song': array([-0.9166   ,  0.76511  , -0.66093  , -0.023052 , -0.30395  ,\n",
              "         0.43062  , -0.68179  ,  0.22567  , -0.24149  ,  1.4429   ,\n",
              "         0.32787  ,  0.63891  , -0.17775  ,  0.30394  ,  0.69253  ,\n",
              "        -0.55565  ,  0.0094356, -0.38895  , -0.097069 , -0.11433  ,\n",
              "         0.046024 ,  0.43038  ,  1.1194   ,  0.50138  ,  1.3218   ,\n",
              "        -0.62171  , -1.7675   ,  0.10778  , -0.28412  , -1.1248   ,\n",
              "         3.2459   , -0.91298  ,  0.35381  ,  0.75976  , -0.081547 ,\n",
              "        -0.43563  ,  1.1399   , -0.73743  , -0.87067  , -0.58185  ,\n",
              "         0.11249  , -0.19434  , -1.174    , -1.6072   ,  0.2563   ,\n",
              "        -0.39698  ,  0.02561  , -1.2757   , -0.54513  ,  0.37287  ]),\n",
              " 'popular': array([-0.14042 ,  0.60235 , -0.5062  ,  0.29788 , -0.59072 ,  0.26872 ,\n",
              "        -1.3395  , -0.84819 , -0.56342 ,  1.0069  , -0.16328 , -0.28175 ,\n",
              "         0.522   ,  0.45554 ,  0.28001 , -0.32957 , -0.091662,  0.49949 ,\n",
              "        -0.14767 , -0.17506 ,  0.05676 , -0.063781, -0.13271 ,  1.2491  ,\n",
              "         0.24836 , -1.2152  , -1.3403  , -0.17845 , -0.085122,  0.50874 ,\n",
              "         3.1133  , -0.016007, -0.1532  , -0.11221 , -0.060053,  0.079335,\n",
              "        -0.38122 ,  0.15287 , -1.2032  , -0.19373 ,  0.061746,  0.65986 ,\n",
              "        -0.72096 ,  0.048026,  0.40668 ,  0.19201 , -0.85027 , -0.47131 ,\n",
              "         0.64034 , -0.16869 ]),\n",
              " 'base': array([ 0.30335  ,  0.60708  ,  0.91518  ,  0.19462  ,  1.0649   ,\n",
              "        -0.96933  , -0.52112  ,  0.11431  ,  0.026253 , -0.75021  ,\n",
              "         0.16034  , -0.86618  ,  0.21574  ,  0.39077  , -1.3977   ,\n",
              "         0.010619 , -0.037247 ,  0.39732  , -1.2623   ,  0.27979  ,\n",
              "        -0.49021  , -0.37209  ,  0.13351  , -0.25195  , -1.0775   ,\n",
              "        -1.311    ,  0.60011  ,  0.64153  ,  1.1454   ,  0.1777   ,\n",
              "         3.0448   , -0.14354  , -0.32863  , -0.26152  ,  0.86912  ,\n",
              "        -0.15447  , -0.24276  ,  0.16262  ,  0.090746 ,  0.67234  ,\n",
              "        -0.0035415,  0.024518 ,  0.24     , -0.14024  , -0.44039  ,\n",
              "        -0.3106   ,  0.083888 ,  0.079121 , -0.48577  ,  0.57741  ]),\n",
              " 'tv': array([-1.3136e-01,  4.6825e-01,  7.5134e-01,  9.5051e-01, -3.8869e-01,\n",
              "        -4.4219e-02, -9.3406e-01, -6.9549e-01, -1.0441e-01,  5.1264e-01,\n",
              "        -5.6281e-02,  4.1126e-02, -2.1433e-01,  1.3268e+00,  7.9496e-01,\n",
              "         3.3627e-01, -5.6867e-01,  8.7114e-01, -6.5297e-01,  3.8006e-01,\n",
              "         9.3999e-01,  1.0702e+00,  7.0731e-01,  1.3983e+00,  3.0629e-02,\n",
              "        -1.3851e+00, -1.0294e+00,  3.2090e-01,  1.2246e-01, -3.0383e-01,\n",
              "         2.8436e+00,  7.0197e-01,  2.6501e-01, -2.2220e-01, -7.7451e-01,\n",
              "         4.4587e-01,  1.5470e-01, -8.4390e-01, -8.2802e-01, -7.2013e-01,\n",
              "         8.9394e-01,  1.1348e+00, -7.5965e-01, -4.3423e-01, -7.1667e-01,\n",
              "        -8.8498e-02, -6.0888e-01,  9.2660e-02,  8.0094e-04,  8.7073e-01]),\n",
              " 'ground': array([ 0.63082  , -0.27687  ,  0.035178 ,  0.0081741,  0.61373  ,\n",
              "        -0.32264  , -0.29319  ,  0.33809  ,  0.25377  , -1.144    ,\n",
              "        -0.18441  , -0.34475  , -0.13245  , -0.15085  , -0.73892  ,\n",
              "         0.56012  ,  0.50134  ,  0.12671  , -1.3273   , -0.75821  ,\n",
              "        -0.10625  ,  0.22865  ,  0.51849  , -0.41846  , -0.16001  ,\n",
              "        -1.0335   ,  0.56691  ,  0.93699  ,  1.185    ,  0.21315  ,\n",
              "         3.4351   , -0.11781  , -0.16744  , -0.35474  , -0.058912 ,\n",
              "         0.53705  ,  0.061975 ,  0.12841  , -0.11677  , -0.17772  ,\n",
              "         0.17891  , -0.46706  ,  0.092974 ,  0.20175  ,  0.63448  ,\n",
              "         0.47315  , -0.01733  , -0.16345  , -0.33996  , -0.46837  ]),\n",
              " 'markets': array([ 0.18597 , -0.78418 ,  0.1769  ,  0.13548 ,  0.056178, -1.1861  ,\n",
              "        -0.75399 , -0.51942 ,  0.053636,  0.52638 ,  0.36172 ,  0.40984 ,\n",
              "        -0.30843 ,  0.16964 ,  0.036902,  1.403   ,  0.10357 , -0.80925 ,\n",
              "        -0.10022 , -0.74315 ,  1.6441  , -0.70626 , -0.27928 ,  0.22221 ,\n",
              "        -0.31443 , -0.86829 ,  0.082309,  0.31145 ,  0.34058 ,  0.68287 ,\n",
              "         3.5409  ,  0.62194 ,  1.85    , -0.29859 , -0.37975 , -0.93188 ,\n",
              "        -1.3424  , -0.069063,  0.19318 , -0.40454 , -0.89338 ,  0.11291 ,\n",
              "         0.72029 , -0.016338,  0.88886 ,  0.73158 , -0.1051  ,  0.46886 ,\n",
              "         0.5109  ,  0.14167 ]),\n",
              " 'ii': array([ 1.0988   ,  1.0248   , -0.021138 , -0.495    , -0.038914 ,\n",
              "        -0.0085317,  0.55844  , -0.095818 , -0.87519  , -0.63162  ,\n",
              "         0.74667  ,  0.92262  , -0.6926   , -0.87069  ,  0.54327  ,\n",
              "         0.11163  , -0.81567  ,  0.61741  , -0.93824  ,  0.87035  ,\n",
              "        -0.32409  , -0.98421  , -0.35002  , -0.58336  , -0.14169  ,\n",
              "        -1.8883   , -1.0612   , -1.0135   ,  0.026754 ,  0.47645  ,\n",
              "         1.9833   ,  0.0080029, -0.52942  ,  0.003219 ,  0.32589  ,\n",
              "         0.29662  ,  0.87197  ,  0.16395  , -0.79921  ,  0.34385  ,\n",
              "         0.2914   , -0.10767  ,  0.059    , -0.94674  ,  0.14383  ,\n",
              "         0.77221  , -0.35722  , -1.2318   , -1.2208   ,  0.098249 ]),\n",
              " 'newspaper': array([-4.7585e-01,  1.4545e-01, -1.8153e-01,  1.2556e-03, -4.3080e-01,\n",
              "        -8.5719e-01, -1.4791e+00,  1.1847e-02, -4.3982e-03, -4.0881e-01,\n",
              "        -2.8219e-01, -6.4614e-01, -1.1228e-01, -2.1401e-01,  6.6197e-01,\n",
              "        -9.6041e-01, -1.1989e+00,  3.0765e-02, -1.8493e-01,  8.1232e-01,\n",
              "         6.6145e-01,  4.2566e-01,  6.7347e-01,  1.0632e+00, -9.0093e-02,\n",
              "        -2.1979e+00, -1.3130e+00,  6.6020e-01, -5.4152e-01,  4.0750e-01,\n",
              "         2.7918e+00, -9.3491e-01,  2.0613e-01,  3.1661e-01, -1.7684e+00,\n",
              "        -6.5310e-01, -1.3731e-01, -2.7842e-01,  2.7043e-02,  2.6706e-01,\n",
              "         1.5788e+00,  8.7930e-02, -3.3053e-01, -1.3058e-01,  1.8242e-01,\n",
              "        -3.0680e-01, -1.5279e+00,  1.1174e+00,  9.0900e-01, -8.4493e-02]),\n",
              " 'staff': array([ 1.9965e-01,  1.8259e-01,  4.5203e-01, -3.8073e-01,  4.2460e-01,\n",
              "        -1.0827e+00, -8.1912e-01,  3.7555e-01, -2.7000e-01, -2.0676e+00,\n",
              "        -2.7578e-01,  4.0208e-01, -2.3501e-01, -1.4692e-01,  4.0392e-01,\n",
              "        -4.3921e-01, -5.1240e-01,  3.7545e-01,  3.4479e-01, -6.7056e-01,\n",
              "         2.5954e-01,  4.9982e-01,  3.0296e-01, -2.7552e-01, -5.1533e-01,\n",
              "        -1.1427e+00,  1.0088e-01, -5.9458e-01, -7.8148e-01,  3.9514e-01,\n",
              "         2.8560e+00,  3.4101e-01,  1.2617e-01, -9.4159e-01, -5.3449e-02,\n",
              "         9.3241e-01,  3.3466e-01,  6.0386e-02,  5.1470e-01,  3.8846e-01,\n",
              "         1.4532e-01,  6.7732e-01,  1.9749e-04, -1.0837e-01,  3.4877e-01,\n",
              "        -5.7684e-01, -7.4497e-01,  7.2435e-01, -9.0866e-01,  1.5056e+00]),\n",
              " 'saw': array([-4.4907e-02, -1.6708e-01,  1.2915e-01, -4.6251e-01,  3.3331e-01,\n",
              "        -3.5958e-02, -1.0326e+00,  2.4267e-01, -4.3836e-01, -1.8387e-01,\n",
              "         5.2967e-02, -3.0143e-01, -1.0807e+00, -2.6395e-01,  5.0318e-01,\n",
              "        -7.2131e-02, -1.2275e-01, -2.7640e-01, -1.0728e+00, -3.6251e-01,\n",
              "         1.5066e-01,  2.9406e-01,  3.6011e-02, -3.7669e-01,  2.3315e-01,\n",
              "        -1.3393e+00, -5.9214e-01,  1.2873e-01,  3.1664e-01,  1.3666e-01,\n",
              "         2.7740e+00,  3.5739e-01,  3.4827e-01, -3.0413e-01, -7.1559e-02,\n",
              "         8.5105e-03,  5.7710e-02,  3.8432e-02,  2.0367e-03, -3.3650e-01,\n",
              "        -3.7277e-01,  5.3761e-02, -3.4950e-01, -3.7849e-01,  2.0494e-01,\n",
              "        -1.5411e-01, -1.7209e-01, -5.9163e-01,  2.7798e-01, -4.7038e-01]),\n",
              " 'hand': array([ 0.088068 , -0.42703  ,  0.21275  , -0.46137  ,  0.88653  ,\n",
              "         0.31964  , -0.0094923,  0.12259  , -0.011234 , -0.2113   ,\n",
              "        -0.11769  ,  0.085932 , -0.54004  ,  0.27666  , -0.074244 ,\n",
              "         0.11298  , -0.31362  , -0.30666  ,  0.13833  , -0.99789  ,\n",
              "        -0.10509  ,  0.56499  ,  0.30105  , -0.60911  ,  0.21528  ,\n",
              "        -1.9955   , -0.23075  ,  0.36169  ,  0.36569  , -0.83593  ,\n",
              "         3.1593   ,  0.38484  , -0.58786  ,  0.30266  , -0.080106 ,\n",
              "         0.7723   ,  0.14527  ,  0.54844  ,  0.13905  , -0.15815  ,\n",
              "         0.37559  ,  0.64325  , -0.35815  ,  0.2687   ,  0.37035  ,\n",
              "        -0.12839  ,  0.14046  , -0.37389  , -0.24085  , -0.80756  ]),\n",
              " 'hope': array([ 0.3336  ,  0.74512 ,  0.083166, -0.22648 ,  0.52874 , -0.33704 ,\n",
              "        -0.54175 ,  0.81136 ,  0.024572,  0.37463 , -0.057001,  0.21685 ,\n",
              "        -0.3829  , -0.21458 ,  0.33302 ,  0.64719 ,  0.76588 , -0.48044 ,\n",
              "         0.33993 , -0.41397 , -0.05071 ,  0.50477 , -0.11382 , -0.48148 ,\n",
              "         0.97721 , -1.5711  , -0.40916 , -0.31893 ,  0.34678 , -0.42318 ,\n",
              "         2.8829  ,  1.1383  , -0.86361 , -0.57353 , -0.26611 , -0.5939  ,\n",
              "        -0.25876 , -0.081662,  0.093148, -0.95213 , -0.52034 , -0.49373 ,\n",
              "        -0.12275 , -0.39961 ,  0.40267 ,  0.56377 , -0.17417 ,  0.066513,\n",
              "        -0.2793  , -0.06462 ]),\n",
              " 'operations': array([ 1.1591  , -1.1999  ,  0.072653,  0.58819 , -0.29679 , -0.51001 ,\n",
              "        -0.49371 ,  0.017692,  1.0616  , -1.0094  ,  0.52709 ,  0.2727  ,\n",
              "        -0.84104 ,  0.093769, -0.7347  , -0.15335 , -0.098236,  0.4887  ,\n",
              "        -0.64312 ,  0.22995 ,  1.0776  , -0.26086 , -0.24341 , -0.62283 ,\n",
              "        -1.2898  , -1.1614  , -0.060444, -0.5854  ,  0.83077 ,  0.38283 ,\n",
              "         3.4401  , -0.045679, -0.28183 , -0.34913 ,  0.10207 ,  0.426   ,\n",
              "        -0.40933 , -0.19524 , -0.054891,  0.66443 , -0.49009 , -0.23305 ,\n",
              "         0.44956 , -0.70954 , -0.093103, -0.57026 , -0.17424 ,  0.5907  ,\n",
              "        -0.54211 ,  0.99565 ]),\n",
              " 'pressure': array([ 0.13428 , -0.19467 ,  0.6911  , -0.70312 , -0.64619 ,  0.023071,\n",
              "         0.91223 ,  0.77018 , -0.24918 ,  0.37115 ,  0.4929  ,  0.11521 ,\n",
              "        -0.64481 , -0.19846 , -0.28185 ,  1.0775  ,  0.46926 , -0.57302 ,\n",
              "        -0.08563 , -1.0187  , -0.068865, -0.20332 ,  0.23522 , -0.54866 ,\n",
              "         0.04312 , -1.9429  ,  0.76151 ,  0.26845 ,  0.32841 ,  0.98877 ,\n",
              "         3.4805  ,  0.70824 , -0.078932, -0.32916 , -0.34196 , -0.19477 ,\n",
              "        -0.029654, -0.16514 ,  0.27957 , -0.39597 , -0.054808,  0.54189 ,\n",
              "        -0.077908,  0.23774 ,  0.49456 ,  0.026981,  0.15147 ,  0.4258  ,\n",
              "        -0.27233 , -0.35741 ]),\n",
              " 'americans': array([-0.052028, -0.048981,  0.71943 , -0.74179 ,  0.73577 ,  0.29213 ,\n",
              "        -0.805   ,  0.343   , -0.13725 , -0.16459 , -0.26002 , -0.73099 ,\n",
              "         0.4156  , -0.22192 ,  0.78225 , -0.11299 ,  0.32121 , -0.69544 ,\n",
              "        -0.14575 , -0.32209 , -0.59605 ,  0.66669 ,  0.49236 ,  0.055352,\n",
              "         0.32349 , -1.858   , -0.54927 , -0.92947 ,  0.78838 , -0.14735 ,\n",
              "         2.5682  ,  0.91502 , -0.16747 , -0.61428 , -0.038971, -0.6332  ,\n",
              "        -0.62844 ,  0.074245, -0.45796 , -0.19034 , -0.59307 , -0.015804,\n",
              "         1.551   ,  0.30203 ,  0.64916 ,  0.30262 , -0.91286 ,  0.1906  ,\n",
              "        -0.73957 ,  0.20963 ]),\n",
              " 'eastern': array([ 4.0081e-01,  1.9372e-01, -5.1866e-01,  5.0277e-01, -1.2414e-01,\n",
              "        -5.8123e-01, -4.6133e-01,  4.3202e-01, -2.9980e-01, -1.3866e+00,\n",
              "         1.1470e-01, -1.2037e+00,  6.4928e-01, -5.3586e-01, -7.4392e-01,\n",
              "         3.6831e-01,  2.1331e-02,  1.1855e-01, -9.7933e-01,  1.0688e+00,\n",
              "        -4.3277e-01, -5.3117e-01, -2.6156e-02,  1.0120e+00, -2.9177e-01,\n",
              "        -1.5475e+00,  2.8917e-03,  1.9979e-01,  1.0492e-01, -2.1727e-01,\n",
              "         3.3505e+00, -2.0198e-01,  3.1048e-01, -1.2792e-01,  9.2175e-02,\n",
              "        -3.5877e-02, -1.1698e+00, -4.6157e-01, -9.7599e-02,  8.4595e-01,\n",
              "        -5.6137e-01,  4.5418e-01,  8.9953e-01, -8.6914e-01, -2.3323e-01,\n",
              "         1.0018e+00,  4.3075e-02, -1.1074e-01, -5.0305e-01, -9.3309e-01]),\n",
              " 'st.': array([ 0.49935 ,  2.1916  , -0.59194 , -0.93191 ,  0.2523  , -0.42022 ,\n",
              "        -1.6385  ,  0.42982 , -0.037765, -0.57121 , -0.51924 ,  0.38541 ,\n",
              "        -0.20211 , -0.70337 , -0.3214  , -0.6543  , -0.34513 , -1.0044  ,\n",
              "        -1.2269  ,  0.24269 , -0.47131 , -0.29079 , -1.0728  ,  0.25877 ,\n",
              "        -0.68587 , -1.1227  , -0.22091 , -0.32296 , -0.42207 , -0.57735 ,\n",
              "         1.9722  ,  0.68776 ,  0.63394 , -0.47094 ,  0.13187 , -0.55112 ,\n",
              "         0.86831 ,  0.15896 ,  1.3616  ,  0.87898 ,  0.034397,  0.23923 ,\n",
              "        -0.073789, -0.13438 , -0.33963 ,  1.8952  , -0.8005  , -1.2115  ,\n",
              "        -0.036909,  0.2909  ]),\n",
              " 'legal': array([ 5.5052e-02, -1.5925e-01, -7.8732e-01,  5.2204e-01,  2.8074e-03,\n",
              "         7.2934e-01,  3.1705e-01,  9.8054e-02,  4.4929e-01, -2.2248e-01,\n",
              "        -5.1368e-01,  3.4624e-01, -3.3452e-01,  3.1494e-02,  6.6222e-01,\n",
              "        -2.2317e-01,  1.5597e-01, -7.7830e-01,  8.5770e-01, -4.7812e-01,\n",
              "         6.0616e-01,  3.9358e-01, -5.3814e-01, -2.5017e-01, -3.7380e-01,\n",
              "        -2.1049e+00,  9.9313e-03, -8.1307e-01, -1.8440e-01,  6.2440e-01,\n",
              "         3.0844e+00, -7.8769e-01, -7.1365e-01, -9.7935e-01, -2.9107e-01,\n",
              "        -1.1758e-01, -3.8149e-01, -1.1085e-01, -1.7961e-01, -2.7413e-01,\n",
              "        -1.2165e-01,  1.2579e-01,  7.5373e-01,  1.6778e+00, -7.4141e-01,\n",
              "        -4.3422e-01, -2.5718e-01,  7.7545e-01, -1.7929e-01,  5.2023e-02]),\n",
              " 'asia': array([ 0.56332 ,  0.35876 , -0.1462  ,  0.95261 ,  0.23723 , -1.0129  ,\n",
              "        -0.18751 , -0.93129 ,  0.79396 , -0.46396 ,  0.44569 ,  0.25951 ,\n",
              "        -0.33915 ,  0.24487 ,  0.35799 ,  0.73199 ,  0.039261, -0.14582 ,\n",
              "        -0.65241 ,  0.71711 ,  0.66202 , -0.38121 ,  0.19965 ,  0.18683 ,\n",
              "         0.3275  , -1.0706  , -0.059901, -0.36176 , -0.58647 ,  0.76479 ,\n",
              "         3.1661  ,  0.97168 ,  1.314   ,  0.045797, -0.77305 , -0.90208 ,\n",
              "        -1.419   , -0.080731, -0.90452 , -0.13238 , -1.1106  , -0.091449,\n",
              "         1.2981  , -0.80059 ,  0.60322 ,  0.74009 , -0.073624, -0.047436,\n",
              "        -0.086802, -0.086178]),\n",
              " 'budget': array([ 0.24548 , -0.15727 ,  0.6431  , -0.72644 , -0.43133 ,  0.23715 ,\n",
              "        -0.066602, -1.5827  , -0.10479 , -0.89874 , -1.615   , -0.088924,\n",
              "        -0.25504 ,  0.58179 ,  1.2285  ,  0.13136 ,  0.1328  , -0.15199 ,\n",
              "         0.57638 , -0.21626 ,  0.85548 , -0.91286 , -0.26591 , -0.88672 ,\n",
              "        -0.27008 , -1.2213  , -0.16086 ,  0.51799 , -0.25913 ,  0.87934 ,\n",
              "         3.2558  ,  0.82003 , -0.30008 ,  0.23471 , -0.68515 ,  0.2284  ,\n",
              "        -0.03354 ,  0.1032  ,  0.1103  , -1.2148  , -1.0324  ,  0.62084 ,\n",
              "         0.18191 , -0.36135 , -1.429   ,  0.53927 ,  0.10425 ,  1.44    ,\n",
              "         0.22877 ,  1.1371  ]),\n",
              " 'returned': array([ 0.044953, -0.10592 , -0.11535 , -0.55873 ,  0.076382, -0.37154 ,\n",
              "        -1.5456  ,  0.95689 , -0.4444  , -0.67322 ,  0.61974 ,  0.14746 ,\n",
              "        -0.47678 , -0.4879  ,  0.61221 ,  0.10096 , -0.59083 , -0.073639,\n",
              "        -0.97609 ,  0.63767 ,  0.40595 ,  0.58462 ,  0.42056 , -0.3137  ,\n",
              "        -0.025751, -1.5156  ,  0.51198 , -0.30353 ,  0.039895,  0.061779,\n",
              "         2.2566  ,  0.18928 , -0.36571 , -0.39999 ,  0.43176 ,  0.29071 ,\n",
              "         0.24686 ,  0.47437 ,  0.022621, -0.20488 , -0.34619 , -0.09285 ,\n",
              "        -0.15816 , -0.59382 , -0.58186 , -0.21265 , -0.48741 , -0.86733 ,\n",
              "        -0.4587  , -0.45075 ]),\n",
              " 'considered': array([ 0.32909  ,  0.071995 , -0.57187  , -0.1224   ,  0.46356  ,\n",
              "         0.45265  , -0.30074  , -0.1512   , -0.36991  ,  0.46107  ,\n",
              "         0.24506  ,  0.2167   ,  0.1631   ,  0.063165 ,  0.36755  ,\n",
              "         0.10621  ,  0.60325  ,  0.057034 , -0.16829  ,  0.043769 ,\n",
              "        -0.71183  , -0.49154  ,  0.066395 ,  0.27876  , -0.064277 ,\n",
              "        -1.6822   , -0.87403  , -0.18778  ,  0.21502  ,  0.42123  ,\n",
              "         2.9056   , -0.84536  ,  0.0076062, -0.90777  ,  0.44355  ,\n",
              "        -0.10886  ,  0.30583  ,  0.48531  , -1.0059   , -0.16718  ,\n",
              "        -0.53804  , -0.097915 ,  0.21041  ,  0.695    , -0.15939  ,\n",
              "         0.025209 , -1.0118   ,  0.23993  ,  0.40472  ,  0.25871  ]),\n",
              " 'love': array([-0.13886  ,  1.1401   , -0.85212  , -0.29212  ,  0.75534  ,\n",
              "         0.82762  , -0.3181   ,  0.0072204, -0.34762  ,  1.0731   ,\n",
              "        -0.24665  ,  0.97765  , -0.55835  , -0.090318 ,  0.83182  ,\n",
              "        -0.33317  ,  0.22648  ,  0.30913  ,  0.026929 , -0.086739 ,\n",
              "        -0.14703  ,  1.3543   ,  0.53695  ,  0.43735  ,  1.2749   ,\n",
              "        -1.4382   , -1.2815   , -0.15196  ,  1.0506   , -0.93644  ,\n",
              "         2.7561   ,  0.58967  , -0.29473  ,  0.27574  , -0.32928  ,\n",
              "        -0.201    , -0.28547  , -0.45987  , -0.14603  , -0.69372  ,\n",
              "         0.070761 , -0.19326  , -0.1855   , -0.16095  ,  0.24268  ,\n",
              "         0.20784  ,  0.030924 , -1.3711   , -0.28606  ,  0.2898   ]),\n",
              " 'wrote': array([-0.14322 ,  0.41784 , -0.71109 , -0.80144 ,  0.23254 ,  0.42403 ,\n",
              "        -0.96247 , -0.22097 , -0.56172 ,  0.05123 , -0.67761 ,  1.054   ,\n",
              "        -0.56178 , -0.29984 ,  0.96896 , -0.9047  , -0.16683 , -0.68983 ,\n",
              "         0.12317 ,  0.16835 ,  0.4932  ,  0.72957 ,  0.76032 , -0.133   ,\n",
              "         1.0246  , -1.631   , -1.1863  , -0.30344 , -0.86531 , -0.10931 ,\n",
              "         2.1305  , -1.5092  ,  0.26075 , -0.60289 , -0.63296 , -0.5171  ,\n",
              "         0.21709 ,  0.12828 ,  0.079098,  0.34594 ,  0.62657 ,  0.66368 ,\n",
              "        -0.27535 , -0.3239  , -0.16632 ,  0.16957 , -0.4843  ,  0.17137 ,\n",
              "        -0.40636 ,  0.86324 ]),\n",
              " 'stop': array([ 3.1973e-01, -5.3511e-01,  1.6837e-01, -5.1493e-01, -5.4168e-01,\n",
              "        -5.2323e-02, -3.4670e-01,  4.1141e-01,  4.8828e-01,  1.9277e-01,\n",
              "        -4.3457e-01, -5.4993e-02, -7.0818e-01, -2.1076e-01,  3.0517e-01,\n",
              "         6.3560e-02,  3.5297e-01, -1.2412e-01, -1.2177e-01, -4.1381e-01,\n",
              "         7.4801e-01,  2.1710e-01,  7.7925e-03,  5.0231e-01,  2.4590e-01,\n",
              "        -2.2516e+00,  5.8344e-01,  1.2077e-01,  1.2825e+00, -1.0129e+00,\n",
              "         2.9238e+00,  7.5870e-01, -1.0051e+00, -1.7133e-01, -6.1737e-01,\n",
              "        -1.5465e-02,  3.0681e-01, -7.0980e-01, -3.9136e-01,  5.3807e-01,\n",
              "        -1.5420e-01,  8.3077e-02, -2.0523e-03, -1.1419e-01,  6.6978e-01,\n",
              "        -2.2367e-01, -1.6531e-01, -2.1139e-02,  6.1458e-02, -1.0773e-01]),\n",
              " 'fight': array([ 0.18081 , -0.88943 , -0.056444,  0.27761 , -0.034368,  0.021453,\n",
              "         0.65907 ,  0.46379 ,  0.39876 , -0.068031, -0.34704 , -0.15171 ,\n",
              "        -1.0866  , -0.20378 ,  0.52666 , -0.26863 ,  0.65746 , -0.14551 ,\n",
              "        -0.52916 , -0.15447 , -0.58662 , -0.013325,  0.27604 , -0.19283 ,\n",
              "        -0.35384 , -2.1461  ,  0.18328 , -0.90695 ,  0.72437 ,  0.23069 ,\n",
              "         2.7465  ,  0.86624 , -1.2765  , -0.38499 , -0.9856  ,  0.13895 ,\n",
              "        -0.49444 , -0.29634 , -0.47713 , -0.91626 , -0.64034 ,  0.1089  ,\n",
              "        -0.23269 ,  0.036234,  0.73764 ,  0.12653 , -0.18742 , -0.92146 ,\n",
              "        -0.54002 ,  0.38856 ]),\n",
              " 'currently': array([ 1.4187e-01,  3.4101e-01,  2.2135e-01,  1.3366e-01, -3.5214e-02,\n",
              "         7.3338e-02, -7.7262e-01, -3.1715e-01,  2.0828e-01, -2.8528e-01,\n",
              "         8.2118e-01, -3.4021e-01,  8.3620e-02,  6.1514e-02,  4.2880e-01,\n",
              "        -1.3073e-01,  2.8256e-01,  9.5683e-01, -3.3060e-01,  3.3335e-01,\n",
              "         1.2265e-01, -2.1380e-01,  1.6826e-01,  8.6083e-01, -8.7506e-01,\n",
              "        -1.0370e+00,  7.0765e-01, -3.4825e-01, -9.6069e-01,  3.1853e-01,\n",
              "         3.2073e+00, -3.8164e-02,  2.1797e-01, -4.8963e-01,  3.5032e-01,\n",
              "         2.1919e-01, -1.4763e-03,  5.6482e-01, -1.1552e-01, -4.6049e-01,\n",
              "        -1.7834e-02, -4.3249e-02,  5.5940e-01, -1.9607e-01, -7.4389e-01,\n",
              "         1.6401e-01, -5.2665e-01,  2.4601e-01, -4.4494e-01,  1.7612e-01]),\n",
              " 'charges': array([ 0.36718  , -0.4415   ,  0.29724  ,  0.59774  ,  0.35744  ,\n",
              "         1.0793   ,  0.77628  ,  0.24601  , -0.10342  ,  0.33912  ,\n",
              "        -0.76236  , -0.038718 , -0.95263  , -1.0532   ,  1.3205   ,\n",
              "        -0.75045  , -0.7542   , -0.25889  , -0.11054  , -0.31012  ,\n",
              "         1.0829   ,  0.44401  ,  0.28254  , -0.13869  , -1.5387   ,\n",
              "        -2.7989   ,  0.97396  , -0.21325  ,  0.20631  , -0.019149 ,\n",
              "         2.179    , -0.61544  , -0.5408   , -0.87833  ,  0.48379  ,\n",
              "        -0.10477  , -0.056333 , -0.63607  , -0.16596  , -0.19098  ,\n",
              "        -0.0030043,  0.8513   ,  0.79959  ,  0.74245  ,  0.1067   ,\n",
              "        -1.1042   , -0.87766  ,  0.5192   ,  0.6824   , -0.51413  ]),\n",
              " 'try': array([ 0.38204 , -0.50218 ,  0.2995  , -0.46116 ,  0.20973 , -0.26879 ,\n",
              "        -0.317   ,  0.6004  , -0.22653 ,  0.32777 , -0.41231 ,  0.65231 ,\n",
              "        -0.6068  ,  0.39835 ,  0.22622 ,  0.73449 ,  1.3694  , -1.057   ,\n",
              "         0.041183, -0.88573 ,  0.25723 ,  0.38203 ,  0.13009 ,  0.36953 ,\n",
              "         0.033313, -1.7332  ,  0.10601 , -0.80652 ,  0.68499 , -0.92128 ,\n",
              "         2.949   ,  1.1876  , -1.687   , -0.1293  ,  0.2607  ,  0.33787 ,\n",
              "        -0.30889 ,  0.0165  ,  0.14772 , -0.69315 , -0.1241  ,  0.36137 ,\n",
              "         0.47371 , -0.02768 ,  0.67094 ,  0.52057 ,  0.52428 , -0.072414,\n",
              "         0.24452 , -0.027145]),\n",
              " 'aid': array([ 1.1367  , -0.22735 ,  0.50183 , -0.96386 , -0.12277 ,  0.23479 ,\n",
              "        -0.30741 ,  0.094688,  1.2514  , -0.18783 ,  0.12542 , -0.027147,\n",
              "         0.52966 , -0.37436 ,  0.29898 , -0.24385 ,  0.30238 , -0.072848,\n",
              "         0.83845 ,  0.099687,  0.54771 ,  0.41751 , -0.19871 , -0.61071 ,\n",
              "        -0.19851 , -1.3706  ,  0.75896 , -0.54436 , -0.11185 ,  0.11864 ,\n",
              "         3.5027  ,  0.9574  , -0.72779 ,  0.35359 , -0.28606 ,  0.71207 ,\n",
              "        -0.09076 , -0.55552 ,  0.14108 , -0.21862 , -0.08636 ,  0.39208 ,\n",
              "         1.0878  , -1.2335  ,  0.053736, -0.036232, -0.73775 ,  1.1808  ,\n",
              "        -0.43709 , -0.26197 ]),\n",
              " 'ended': array([-4.9483e-01, -4.5091e-01, -4.9069e-01,  1.5539e-01,  5.9868e-02,\n",
              "        -9.6121e-02, -8.5527e-01,  4.5316e-01, -7.6621e-01,  1.6184e-02,\n",
              "        -9.5945e-02, -8.8336e-01, -1.4719e+00, -1.6648e-01,  9.3190e-01,\n",
              "        -1.2959e-01, -7.6980e-01, -6.9494e-01, -1.2478e+00,  4.7734e-01,\n",
              "         5.9208e-01,  4.9899e-01, -1.7996e-02, -6.8982e-01, -3.6933e-01,\n",
              "        -1.3178e+00,  6.9052e-01, -6.1656e-02,  5.6934e-01,  6.0957e-01,\n",
              "         3.0442e+00,  7.2185e-02, -2.2146e-01,  5.6126e-01, -1.1966e-03,\n",
              "        -6.1555e-01, -2.1001e-01, -5.9139e-02, -1.7165e-01, -4.9515e-01,\n",
              "        -9.5442e-01, -5.7742e-01, -1.9859e-01, -3.0071e-01, -3.5216e-01,\n",
              "         2.1718e-02,  1.9029e-01, -1.8661e-01, -2.5498e-01, -5.4425e-01]),\n",
              " 'management': array([ 0.4901  , -0.060918, -0.28137 ,  0.49583 , -0.31198 , -0.51571 ,\n",
              "        -0.62287 , -0.78467 ,  0.35817 , -0.46386 ,  0.34259 ,  1.1025  ,\n",
              "        -0.82424 , -0.55687 , -0.50727 ,  0.41442 ,  0.3048  ,  0.88078 ,\n",
              "         0.18115 , -0.25984 ,  0.74819 ,  0.17328 , -0.70056 , -0.66902 ,\n",
              "        -0.78037 , -0.9669  ,  0.069812, -0.42621 , -0.69182 ,  0.44468 ,\n",
              "         3.515   ,  0.086417,  0.15984 , -0.92266 , -0.25674 ,  0.093431,\n",
              "        -0.43166 , -0.10357 ,  1.3371  , -0.27792 , -0.1171  , -0.70383 ,\n",
              "        -0.036001,  0.81326 , -0.34494 , -0.38249 , -0.080565,  1.1267  ,\n",
              "         0.28641 ,  1.165   ]),\n",
              " 'brought': array([ 0.29512  , -0.09585  , -0.34468  , -0.4089   ,  0.052098 ,\n",
              "         0.19347  , -0.77608  ,  0.3332   , -0.02307  ,  0.14448  ,\n",
              "         0.0028184,  0.18303  , -0.44541  , -0.36227  ,  0.56302  ,\n",
              "        -0.30079  , -0.12598  , -0.25847  , -0.62519  , -0.39175  ,\n",
              "         0.1815   ,  0.42385  , -0.16616  , -0.70799  ,  0.06296  ,\n",
              "        -1.629    , -0.23655  , -0.169    ,  0.27912  ,  0.28091  ,\n",
              "         2.7496   ,  0.10132  , -0.080554 , -0.48423  , -0.15035  ,\n",
              "         0.29297  , -0.19778  , -0.088989 ,  0.11606  ,  0.019851 ,\n",
              "        -0.46274  ,  0.46882  , -0.035094 , -0.12612  ,  0.1943   ,\n",
              "         0.17259  , -0.48478  , -0.41429  , -0.33108  , -0.64237  ]),\n",
              " 'cases': array([ 1.0667  , -0.58909 , -0.1097  ,  0.24335 , -0.12807 ,  1.383   ,\n",
              "         0.87191 , -0.12948 ,  0.98434 , -0.060635, -0.22155 , -0.48973 ,\n",
              "         0.17967 , -0.72795 ,  1.5319  , -0.518   , -0.89722 , -0.47947 ,\n",
              "        -0.099917, -0.53544 , -0.25357 , -0.14473 ,  0.8177  ,  0.21028 ,\n",
              "        -0.53528 , -1.7229  , -0.23533 , -0.42676 , -0.22517 , -0.033998,\n",
              "         3.0681  , -0.38766 ,  0.43658 , -1.0692  ,  0.32944 , -0.16995 ,\n",
              "         0.54683 , -0.18123 ,  0.18144 ,  0.15913 , -0.87828 ,  0.28833 ,\n",
              "         1.4865  ,  1.4837  ,  0.3142  ,  0.20116 , -0.45547 ,  0.32681 ,\n",
              "         0.031446, -0.2658  ]),\n",
              " 'decided': array([ 0.22056  , -0.47058  , -0.025001 , -0.22228  ,  0.087346 ,\n",
              "        -0.2414   , -0.77822  ,  0.73317  , -0.54525  , -0.4866   ,\n",
              "         0.40118  ,  0.62895  , -0.45042  , -0.012028 ,  0.69951  ,\n",
              "         0.82138  ,  0.31983  , -0.23975  ,  0.041099 , -0.53042  ,\n",
              "         0.71966  , -0.15297  ,  0.15653  ,  0.024876 , -0.011596 ,\n",
              "        -1.6902   ,  0.018116 , -0.78638  , -0.41201  , -0.57701  ,\n",
              "         2.634    ,  0.45245  , -1.3236   , -0.29366  , -0.0083424,\n",
              "        -0.39759  ,  0.58689  ,  0.23542  ,  0.0039913, -0.43365  ,\n",
              "        -0.38029  , -0.3477   , -0.17399  , -0.25531  , -0.35069  ,\n",
              "        -0.0086922, -0.47827  , -0.051236 , -0.30025  ,  0.37118  ]),\n",
              " 'failed': array([ 3.8127e-01, -7.4303e-01,  6.8163e-01, -1.8829e-01, -5.0178e-01,\n",
              "         2.2431e-01, -4.7256e-01,  9.8092e-01, -9.6560e-02,  1.6664e-01,\n",
              "         1.9433e-01,  1.4476e-01, -1.0645e+00,  1.1346e-01,  1.8690e-01,\n",
              "         3.2247e-01,  3.4437e-01, -7.6096e-01, -4.2100e-01, -3.8753e-01,\n",
              "         2.4656e-01,  5.4069e-02, -1.5460e-02, -4.7971e-01,  3.9044e-02,\n",
              "        -1.8877e+00,  2.1920e-01, -7.3201e-01, -6.1798e-03,  1.6592e-03,\n",
              "         2.7403e+00,  2.6338e-01, -1.0098e+00, -4.9824e-01,  2.7101e-01,\n",
              "        -5.4987e-02,  2.2157e-01,  2.8258e-01, -1.5356e-01, -7.1118e-01,\n",
              "        -3.3344e-01, -3.0793e-01,  1.9181e-01, -2.0334e-01, -1.2154e-01,\n",
              "         9.4247e-02, -1.9741e-01,  3.7525e-01,  3.8316e-01, -5.9518e-01]),\n",
              " 'network': array([ 0.94202 ,  0.32452 ,  1.3349  ,  1.2618  , -0.60987 ,  0.17688 ,\n",
              "        -0.98035 , -0.94766 ,  0.94922 ,  0.018239,  0.43821 ,  0.032159,\n",
              "        -0.61533 ,  0.96995 , -0.53302 ,  0.30519 , -0.59687 ,  0.8847  ,\n",
              "        -0.042054,  0.63582 ,  0.78829 ,  0.15285 ,  0.1341  ,  1.3646  ,\n",
              "        -0.4106  , -1.1363  , -0.067727, -0.30198 ,  0.20933 , -0.11849 ,\n",
              "         3.4181  ,  0.40527 ,  0.31088 , -0.93624 , -0.9202  ,  0.27555 ,\n",
              "        -0.31572 , -0.38106 , -0.69214 ,  0.084005,  0.7193  ,  0.048203,\n",
              "        -0.61741 ,  0.39509 , -0.64324 , -0.1699  , -0.59826 ,  0.25268 ,\n",
              "        -0.18159 ,  0.58189 ]),\n",
              " 'works': array([ 0.56266 ,  0.59051 , -0.72821 , -0.65968 ,  0.0804  ,  0.41202 ,\n",
              "        -0.82194 , -0.83249 , -0.36639 ,  0.60104 ,  0.042207,  0.60547 ,\n",
              "        -0.11445 , -0.086225,  0.12744 , -0.78824 ,  0.24082 ,  0.39307 ,\n",
              "         0.22186 , -0.32826 ,  1.0595  ,  0.10519 , -0.41677 , -0.059855,\n",
              "         0.43805 , -0.82992 , -1.2822  , -0.61877 , -0.32833 , -0.50885 ,\n",
              "         3.0525  , -0.98247 ,  0.3645  , -0.84238 ,  0.036912,  0.54804 ,\n",
              "         0.21519 ,  1.078   ,  0.24821 ,  0.59137 ,  0.54625 , -0.047358,\n",
              "         0.22515 , -0.35574 , -0.057102,  0.32641 , -0.2652  , -0.22713 ,\n",
              "        -0.27025 ,  0.13165 ]),\n",
              " 'gas': array([ 0.47911 , -0.016612,  1.419   ,  0.48327 , -0.34749 ,  0.42258 ,\n",
              "        -0.20031 , -0.010157,  0.37794 ,  1.0913  ,  0.98769 , -0.48115 ,\n",
              "         0.41845 ,  0.57396 ,  0.17273 ,  0.74454 ,  0.64807 ,  1.2137  ,\n",
              "        -0.94148 , -1.1392  ,  1.4527  , -0.81172 , -0.034942, -0.61139 ,\n",
              "        -0.5211  , -1.5542  ,  0.61377 ,  0.79964 ,  1.3063  ,  0.57485 ,\n",
              "         2.9897  , -0.3215  , -0.23716 , -0.10558 , -0.07464 , -0.14853 ,\n",
              "        -0.4466  , -0.35404 ,  1.4219  ,  1.2561  ,  0.033159,  0.32058 ,\n",
              "         0.45405 , -0.43973 ,  0.13935 ,  0.37473 , -0.77258 ,  0.66948 ,\n",
              "        -0.1871  , -0.76333 ]),\n",
              " 'turned': array([-0.014696 , -0.26522  ,  0.22512  , -0.42803  ,  0.28513  ,\n",
              "        -0.053035 , -1.0705   ,  0.28316  , -0.42923  ,  0.15255  ,\n",
              "        -0.20893  , -0.34929  , -0.51998  ,  0.35079  ,  0.31934  ,\n",
              "        -0.11884  , -0.1291   ,  0.083874 , -0.643    , -0.30063  ,\n",
              "        -0.030324 ,  0.61878  ,  0.061819 , -0.16351  ,  0.10082  ,\n",
              "        -1.9668   , -0.083756 ,  0.41534  ,  0.38052  ,  0.10397  ,\n",
              "         2.6344   , -0.18648  ,  0.073606 , -0.32908  , -0.15526  ,\n",
              "         0.16722  , -0.38098  ,  0.27712  ,  0.0072067, -0.46392  ,\n",
              "        -0.2517   ,  0.57237  , -0.25938  ,  0.17785  ,  0.14408  ,\n",
              "        -0.14335  , -0.43842  , -0.58518  , -0.089441 , -0.36693  ]),\n",
              " 'fact': array([ 4.3666e-01,  9.7502e-02, -6.5316e-02, -2.3751e-01,  6.8035e-01,\n",
              "         3.6622e-01, -2.8906e-01,  5.5700e-02, -2.7461e-01,  1.2900e-01,\n",
              "         7.9198e-02,  2.2672e-01, -3.7822e-01, -4.6370e-01,  7.9157e-01,\n",
              "         3.4331e-01,  1.5961e-01, -2.2651e-01,  7.1115e-02, -4.8082e-01,\n",
              "        -3.9542e-01,  8.1055e-02,  3.1266e-01,  1.6110e-02,  6.3739e-01,\n",
              "        -1.8251e+00, -1.0641e+00,  2.5884e-01,  5.2093e-01, -6.9767e-02,\n",
              "         2.8926e+00, -9.4546e-02,  1.6372e-01, -1.0875e+00, -1.9584e-02,\n",
              "        -3.4687e-01, -1.0579e-01,  2.0496e-01, -4.0382e-01, -1.7284e-01,\n",
              "        -2.0971e-01,  3.1404e-02,  1.5233e-02,  4.0346e-01, -1.1348e-01,\n",
              "        -1.8636e-03, -3.3541e-01,  4.7479e-01, -5.0457e-02,  1.9994e-01]),\n",
              " 'vice': array([-0.46409  ,  0.7116   ,  0.2045   ,  1.4317   ,  0.68407  ,\n",
              "        -0.56189  , -0.59159  , -0.5381   , -0.32987  , -1.1707   ,\n",
              "        -0.033975 ,  0.90237  , -0.86545  ,  0.048653 , -0.012875 ,\n",
              "         0.0020575, -0.60963  ,  0.58724  ,  0.4676   , -0.51083  ,\n",
              "         0.20446  ,  0.11826  ,  0.34249  , -0.84187  , -0.25295  ,\n",
              "        -1.7882   ,  0.45672  , -0.40779  , -1.6504   ,  0.33439  ,\n",
              "         2.0002   ,  0.40865  , -0.55149  , -0.49561  , -0.32389  ,\n",
              "        -0.69794  , -0.73913  ,  0.54953  ,  0.0080284,  0.31921  ,\n",
              "        -0.66381  ,  1.1196   , -0.91876  , -0.53316  ,  0.33237  ,\n",
              "        -0.10377  , -1.1117   ,  0.14332  ,  0.0714   ,  0.93546  ]),\n",
              " 'ca': array([ 0.028222, -0.072881,  0.56781 , -0.29649 ,  0.08538 , -0.78858 ,\n",
              "        -0.20837 ,  0.22496 , -0.55122 ,  0.29046 , -0.22736 ,  0.6031  ,\n",
              "        -0.21876 , -0.33138 ,  0.92313 ,  0.83643 ,  0.47158 ,  0.18449 ,\n",
              "         0.35594 , -0.83259 , -0.51416 ,  0.282   ,  0.36725 ,  0.74079 ,\n",
              "         0.59935 , -1.8163  , -1.0256  , -0.095992,  0.91687 , -1.2579  ,\n",
              "         2.8979  ,  0.68416 , -0.78139 , -0.18432 , -0.14208 , -0.474   ,\n",
              "         0.10048 , -0.17088 ,  1.0221  , -0.62035 , -0.19287 , -0.076375,\n",
              "         0.42848 ,  0.73572 , -0.10176 ,  0.43616 ,  0.19084 , -0.2813  ,\n",
              "         0.14178 ,  1.0011  ]),\n",
              " 'mexico': array([ 4.1189e-01, -9.3082e-02, -1.8871e-01,  1.0692e+00, -5.3433e-01,\n",
              "        -9.9734e-01, -5.5511e-01,  3.2821e-01,  1.3527e-01,  5.6191e-01,\n",
              "         4.1530e-01, -7.6649e-01,  6.4603e-01, -1.8546e-01,  7.8123e-01,\n",
              "        -8.9799e-01, -4.9891e-01, -2.2080e-01, -1.3527e-01,  1.8387e-01,\n",
              "        -7.1566e-01, -7.6888e-01, -8.0441e-02,  4.9022e-04, -5.2532e-01,\n",
              "        -1.8385e+00,  1.7512e-01,  3.3196e-01,  2.4221e-01, -5.6305e-01,\n",
              "         2.6126e+00, -2.3889e-03, -5.4640e-01, -7.3415e-01, -4.6359e-01,\n",
              "        -7.5214e-01, -1.2924e+00,  2.6360e-01,  2.8462e-01,  2.6416e-02,\n",
              "        -1.0242e+00,  5.7252e-01,  1.4757e+00, -1.2457e+00, -6.2902e-01,\n",
              "         4.0549e-01, -4.1026e-01, -6.0271e-01,  1.3786e-01, -7.9502e-02]),\n",
              " 'trading': array([-0.35286 , -0.47549 , -0.075208,  0.71832 ,  0.4788  , -0.75205 ,\n",
              "        -0.47924 , -0.50907 , -0.62703 ,  0.64009 , -0.081878,  0.40803 ,\n",
              "        -0.47919 ,  0.11552 ,  0.17784 ,  0.24877 , -0.82817 , -0.8399  ,\n",
              "        -0.94592 , -0.35866 ,  2.085   , -0.27049 , -0.091674, -0.78174 ,\n",
              "        -1.1145  , -0.75626 ,  1.0979  ,  0.27265 ,  0.84963 ,  0.50575 ,\n",
              "         3.2485  , -0.45875 ,  1.4922  ,  0.41695 ,  0.01271 , -1.2852  ,\n",
              "        -0.98056 , -0.3471  ,  0.062647, -0.13799 , -0.40318 , -0.34467 ,\n",
              "         1.0369  ,  0.79042 ,  0.087   , -0.3805  ,  0.05571 ,  0.57066 ,\n",
              "         0.18844 , -0.059442]),\n",
              " 'especially': array([ 0.27487 ,  0.097118, -0.7104  , -0.28727 , -0.056863,  0.2221  ,\n",
              "        -0.3921  , -0.12167 , -0.24586 ,  0.38132 ,  0.10772 ,  0.047977,\n",
              "         0.22803 , -0.32152 ,  0.11499 ,  0.22352 ,  0.42031 , -0.022824,\n",
              "         0.15285 , -0.51493 , -0.3438  , -0.066927,  0.040159,  0.31402 ,\n",
              "         0.41171 , -1.4138  , -0.7492  , -0.030371,  0.53679 ,  0.27721 ,\n",
              "         3.5411  ,  0.46375 ,  0.64189 , -0.82218 ,  0.066096,  0.20986 ,\n",
              "        -0.74222 ,  0.40108 , -0.54997 ,  0.10882 , -0.67003 ,  0.42528 ,\n",
              "         0.37622 ,  0.26253 ,  0.78348 ,  0.43972 , -0.38052 ,  0.075282,\n",
              "        -0.19071 ,  0.098589]),\n",
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              "        -0.76056 ,  0.42122 , -0.51165 , -1.3376  , -0.5609  , -0.14277 ,\n",
              "        -0.60389 ,  0.37274 ,  0.70095 ,  0.36647 , -0.19831 , -0.46587 ,\n",
              "         0.60012 , -0.58946 ,  0.44012 ,  1.4168  ,  0.68349 , -0.077208,\n",
              "         0.86201 , -1.7996  ,  0.38246 ,  0.81899 , -0.92715 , -0.11521 ,\n",
              "         2.4056  ,  0.23499 , -0.44554 , -0.68171 , -0.51716 , -0.27523 ,\n",
              "         0.31843 ,  0.22906 , -0.35041 ,  0.87027 ,  0.082664,  1.2256  ,\n",
              "        -0.13218 , -0.52119 ,  0.70312 , -0.36984 , -1.1077  ,  1.0215  ,\n",
              "         0.24553 ,  0.17995 ]),\n",
              " 'afghanistan': array([ 1.2447   , -0.6012   ,  0.91558  , -0.32839  ,  0.55133  ,\n",
              "        -0.90798  ,  0.19726  , -0.011695 ,  0.9853   , -1.1864   ,\n",
              "        -0.29323  , -1.1293   , -0.53785  , -0.52639  ,  0.1525   ,\n",
              "         0.45072  ,  0.31377  , -0.077195 ,  0.2962   ,  1.2003   ,\n",
              "        -0.40543  ,  0.50093  ,  0.78234  , -0.02051  , -0.10183  ,\n",
              "        -1.8625   , -0.21898  , -0.28833  ,  0.4406   ,  0.98703  ,\n",
              "         2.6899   ,  0.29544  , -0.74035  , -0.2833   ,  0.25638  ,\n",
              "         0.71681  , -0.91745  , -0.0050923, -1.517    ,  0.28548  ,\n",
              "        -0.75356  ,  0.85136  ,  0.7117   , -1.4273   ,  0.26013  ,\n",
              "         0.13448  , -0.46442  ,  0.69723  , -0.95135  , -0.31487  ]),\n",
              " 'common': array([ 0.46081  ,  0.66677  , -1.011    ,  0.29447  ,  0.3131   ,\n",
              "         1.2361   ,  0.2869   , -0.82053  ,  0.10422  , -0.18673  ,\n",
              "         0.29804  ,  0.50869  ,  0.8684   , -0.42768  , -0.51955  ,\n",
              "         0.42438  , -0.043677 , -0.0036784, -0.018065 , -0.47968  ,\n",
              "        -0.42315  , -0.52421  ,  0.056244 ,  0.45255  ,  0.1434   ,\n",
              "        -1.2191   , -0.46342  , -0.13916  ,  0.41231  ,  0.088931 ,\n",
              "         3.5417   , -0.24082  , -0.13857  , -0.53886  ,  0.33673  ,\n",
              "        -0.37837  , -0.27632  , -0.63978  , -0.41028  ,  0.16582  ,\n",
              "        -0.24079  , -0.33612  ,  0.40687  ,  0.76946  ,  0.82366  ,\n",
              "         0.43305  ,  0.12776  ,  0.21193  ,  0.34127  , -0.052692 ]),\n",
              " 'looking': array([ 0.48642 ,  0.019708,  0.16084 , -0.28113 ,  0.89912 , -0.51431 ,\n",
              "        -1.0537  ,  0.026241, -0.12318 , -0.048724, -0.21479 ,  0.10296 ,\n",
              "        -0.59197 ,  0.5485  ,  0.41899 ,  0.49074 ,  0.2594  , -0.029574,\n",
              "         0.10371 , -1.0044  , -0.19932 ,  0.68664 , -0.012095,  0.15971 ,\n",
              "         0.27668 , -1.6274  , -0.50144 ,  0.65354 ,  0.49399 , -0.6023  ,\n",
              "         2.8011  ,  0.52823 ,  0.14562 , -0.47027 ,  0.099409,  0.042991,\n",
              "        -0.6394  ,  0.49012 , -0.054747, -1.0175  , -0.32962 ,  0.10784 ,\n",
              "         0.37883 ,  0.30918 ,  0.61277 , -0.10532 ,  0.097498, -0.050574,\n",
              "         0.19356 ,  0.17562 ]),\n",
              " 'space': array([ 1.5873  ,  1.0444  ,  0.98571 ,  0.21475 ,  0.76442 , -0.58841 ,\n",
              "        -0.61534 , -0.9215  ,  0.62925 , -0.48231 ,  0.43903 ,  0.2115  ,\n",
              "        -0.22198 ,  1.7186  ,  0.10879 ,  0.47857 ,  0.49157 ,  0.79214 ,\n",
              "        -1.0202  , -0.53064 ,  0.52816 ,  0.15984 , -0.81664 , -0.32418 ,\n",
              "         0.31581 , -0.70795 , -0.26112 ,  0.12716 ,  0.79791 ,  0.42946 ,\n",
              "         2.929   , -0.12195 , -0.46265 , -0.80032 , -0.51309 ,  0.50381 ,\n",
              "         0.28571 ,  0.5836  , -0.0606  ,  0.45625 ,  0.42034 , -0.076178,\n",
              "         0.36909 ,  0.59936 , -0.89906 ,  0.11412 ,  0.32726 , -0.42911 ,\n",
              "        -0.90878 ,  0.41363 ]),\n",
              " 'rates': array([ 0.039516 ,  0.1661   ,  0.81409  , -1.4504   , -0.14845  ,\n",
              "         0.073889 , -0.2438   , -0.3433   ,  0.41902  ,  0.68477  ,\n",
              "         0.36499  , -0.051736 ,  0.46768  , -0.28272  ,  0.86439  ,\n",
              "         1.2549   , -0.40841  , -1.3689   ,  0.050282 , -0.3995   ,\n",
              "         0.82278  , -1.1804   , -0.2579   ,  0.34308  , -0.28327  ,\n",
              "        -1.3141   ,  0.61431  ,  0.0047396,  0.22355  ,  1.276    ,\n",
              "         3.4325   ,  0.85389  ,  1.1194   , -0.18981  ,  0.51273  ,\n",
              "        -1.2968   , -0.15964  , -0.44344  ,  0.56736  , -0.96352  ,\n",
              "        -1.3003   ,  0.092828 ,  0.5441   ,  0.55348  ,  0.22408  ,\n",
              "        -0.70296  ,  0.87953  ,  0.55588  ,  1.2086   ,  0.69609  ]),\n",
              " 'manager': array([-0.1344   ,  0.26481  , -0.29072  ,  0.92514  ,  0.57527  ,\n",
              "        -0.88585  , -1.9451   ,  0.3927   , -0.85374  , -0.63413  ,\n",
              "         0.65402  ,  1.6947   , -1.6364   , -0.66441  ,  0.61992  ,\n",
              "         0.20232  ,  0.40789  ,  0.74426  , -0.38899  , -0.1671   ,\n",
              "        -0.15473  ,  0.0090774, -0.63692  , -0.20714  , -0.59436  ,\n",
              "        -1.2637   ,  0.69894  ,  0.19126  , -0.26967  , -0.13159  ,\n",
              "         2.313    ,  0.25324  ,  0.5813   , -0.3288   ,  0.065847 ,\n",
              "         0.27977  ,  0.18654  ,  0.41425  ,  1.1704   , -0.6225   ,\n",
              "         0.25412  ,  0.13517  , -1.2058   , -0.25147  ,  0.3275   ,\n",
              "        -0.38814  , -0.84137  ,  0.51952  ,  0.46038  ,  1.4685   ]),\n",
              " 'loss': array([ 0.099772,  0.061612,  0.29613 ,  0.8448  ,  0.025187,  0.63008 ,\n",
              "        -0.10145 ,  0.80103 ,  0.14641 ,  0.30491 ,  0.043832, -0.42609 ,\n",
              "        -0.51321 , -1.3857  ,  0.39894 , -0.37902 , -0.42051 , -1.1156  ,\n",
              "        -1.577   ,  0.04624 , -0.97524 , -0.44474 , -0.31593 , -1.3278  ,\n",
              "        -0.055013, -1.056   , -0.26288 , -0.35944 ,  0.94384 ,  0.40505 ,\n",
              "         3.1456  ,  1.2933  ,  0.9246  ,  0.035347, -0.2574  , -0.20622 ,\n",
              "         0.2404  , -0.048396,  1.0091  , -1.0569  , -0.17194 , -0.59666 ,\n",
              "         0.012172,  0.38743 , -0.15166 ,  1.0822  , -0.27722 ,  0.67438 ,\n",
              "         0.408   , -0.090517]),\n",
              " '2011': array([-0.60336 ,  0.62356 , -0.056113,  0.47463 , -0.51268 ,  0.026331,\n",
              "        -1.1292  , -0.42767 ,  0.28177 , -0.26802 ,  0.854   , -0.29382 ,\n",
              "        -0.54858 , -0.25167 ,  1.096   , -0.077559, -0.15948 ,  0.38678 ,\n",
              "        -1.1906  ,  0.54799 ,  0.76239 , -0.56195 ,  0.54685 ,  0.44185 ,\n",
              "        -0.68378 , -0.48628 , -0.12044 , -0.50648 , -1.109   ,  0.10073 ,\n",
              "         2.6782  ,  0.20248 , -0.44241 , -0.70211 ,  0.15241 , -0.10676 ,\n",
              "         1.0424  ,  0.094153, -0.38055 , -0.9837  , -0.39294 , -0.76444 ,\n",
              "        -0.70919 , -1.3359  , -1.0636  ,  0.19806 , -0.069347, -0.37399 ,\n",
              "         0.21734 ,  0.40225 ]),\n",
              " 'justice': array([-0.37481 , -0.60223 , -0.62033 ,  0.16502 ,  1.3382  ,  0.32909 ,\n",
              "         0.82197 ,  0.21629 ,  0.29556 , -0.44162 , -0.57267 ,  0.65698 ,\n",
              "        -1.0009  ,  0.26329 ,  0.28259 , -0.463   ,  0.35669 , -1.3426  ,\n",
              "         0.80787 , -0.19184 ,  0.38976 ,  0.72691 , -0.051938, -0.327   ,\n",
              "        -0.10551 , -2.0067  ,  0.096118, -0.96343 , -0.65788 ,  0.011172,\n",
              "         2.1846  , -0.79263 , -0.85727 , -1.2768  , -0.68725 , -0.49326 ,\n",
              "         0.31192 , -0.46152 ,  0.6057  ,  0.2028  , -0.4737  ,  0.66673 ,\n",
              "         0.24112 ,  0.19529 , -0.68631 ,  0.2572  , -1.0888  , -0.19818 ,\n",
              "         0.63695 ,  0.24058 ]),\n",
              " 'thousands': array([ 1.1515e+00, -3.9703e-01,  9.7350e-01, -8.3455e-01, -1.4785e-01,\n",
              "        -4.7469e-01, -9.8629e-01,  4.4072e-01,  1.0985e-01,  7.3914e-03,\n",
              "        -4.5690e-01, -1.2794e+00,  1.0253e+00, -5.3370e-01,  1.0906e+00,\n",
              "        -3.6994e-01, -1.7323e-03, -1.2934e-02, -2.0921e-01, -8.0484e-01,\n",
              "         3.0218e-01,  2.9622e-01,  4.3949e-02, -6.2642e-02, -1.1756e-02,\n",
              "        -1.2806e+00, -2.3914e-01, -5.0524e-01,  2.8103e-01, -3.1305e-01,\n",
              "         3.0938e+00,  6.8201e-01, -3.8915e-01, -5.9624e-01, -6.8694e-01,\n",
              "         7.9195e-01, -1.5878e-01, -7.9453e-01, -2.0664e-01,  4.5275e-01,\n",
              "        -4.2613e-01,  3.5096e-01,  5.5050e-01,  2.5910e-01,  7.1832e-01,\n",
              "        -5.3633e-02, -1.0610e+00, -4.6405e-01, -9.2481e-01, -1.6236e+00]),\n",
              " 'james': array([-5.5080e-01,  8.4467e-01,  3.8512e-02, -3.0403e-01,  5.3694e-01,\n",
              "         1.8634e-01, -1.2439e+00, -3.0344e-02, -2.9853e-01, -7.7636e-01,\n",
              "        -7.5392e-01,  1.6324e+00, -7.0312e-01, -3.9295e-01, -2.0908e-01,\n",
              "         1.4869e-02,  3.1956e-01, -9.6201e-01, -9.5853e-01, -3.6057e-01,\n",
              "         2.1117e-01,  5.4193e-01,  2.5020e-01, -5.2099e-01, -1.3856e-03,\n",
              "        -1.3292e+00,  1.8353e-01, -9.9942e-01, -6.3213e-01,  2.7703e-01,\n",
              "         1.5682e+00, -1.1205e+00,  3.0682e-01, -9.1970e-01,  8.0531e-01,\n",
              "        -2.9923e-01,  1.7734e-02, -3.4888e-01,  3.6756e-01, -5.9373e-01,\n",
              "         7.1782e-02,  1.1269e+00, -3.5984e-01, -6.7410e-01,  1.6597e-01,\n",
              "         3.0186e-01, -1.7863e-01, -1.4343e+00, -2.5078e-01,  1.0082e+00]),\n",
              " 'rather': array([ 0.43322  , -0.18439  , -0.45479  , -0.67072  ,  0.66559  ,\n",
              "         0.39624  ,  0.11252  , -0.043294 , -0.44325  ,  0.266    ,\n",
              "        -0.070082 ,  0.3256   ,  0.069081 ,  0.18666  , -0.034536 ,\n",
              "         0.21853  ,  0.1559   ,  0.039244 ,  0.23896  , -0.89876  ,\n",
              "         0.16206  , -0.052229 ,  0.081802 ,  0.1519   ,  0.2947   ,\n",
              "        -1.4937   , -0.55131  ,  0.28958  ,  0.88871  ,  0.030314 ,\n",
              "         3.543    ,  0.095068 , -0.14999  , -0.70637  , -0.11725  ,\n",
              "         0.067027 , -0.22411  ,  0.26589  , -0.64247  , -0.43898  ,\n",
              "        -0.11243  , -0.21821  ,  0.0094143,  0.82167  , -0.095239 ,\n",
              "        -0.11982  ,  0.13501  ,  0.080906 ,  0.052606 ,  0.21056  ]),\n",
              " 'fund': array([ 1.0066   ,  0.55455  ,  0.37957  , -0.26663  ,  0.53281  ,\n",
              "        -0.19863  , -0.603    , -0.89529  ,  0.51982  ,  0.087293 ,\n",
              "        -0.62621  ,  0.79896  ,  0.064254 , -0.31515  ,  0.37417  ,\n",
              "        -0.22691  ,  0.88391  , -0.0039159,  0.15341  ,  0.39658  ,\n",
              "         1.1649   , -0.47107  , -0.37328  , -1.107    , -1.0167   ,\n",
              "        -1.1293   ,  0.13462  , -0.61711  , -1.1099   ,  0.2301   ,\n",
              "         3.0144   ,  0.65491  ,  0.10648  , -0.18189  , -0.91856  ,\n",
              "        -0.23679  , -0.79085  , -0.266    ,  0.95588  , -1.2502   ,\n",
              "        -0.62883  , -0.38758  ,  0.20412  ,  0.21826  , -0.32853  ,\n",
              "        -0.92976  , -0.75106  ,  0.69673  ,  0.10138  ,  0.81499  ]),\n",
              " 'thing': array([-0.0086751,  0.20393  , -0.2809   ,  0.038613 ,  0.98161  ,\n",
              "        -0.0065281, -0.23104  ,  0.12747  , -0.12763  ,  0.45125  ,\n",
              "        -0.54445  ,  0.43703  , -0.83501  ,  0.33646  ,  1.054    ,\n",
              "         0.31061  ,  0.89539  ,  0.35598  ,  0.0463   , -0.61359  ,\n",
              "        -0.75673  ,  0.4372   ,  0.041877 ,  0.40898  ,  1.0622   ,\n",
              "        -1.9429   , -1.5851   ,  0.46778  ,  1.3873   , -0.76793  ,\n",
              "         2.746    ,  0.44763  , -0.2672   , -0.2175   , -0.27831  ,\n",
              "        -0.12655  , -0.069537 ,  0.28552  ,  0.22963  , -0.49098  ,\n",
              "        -0.57948  ,  0.10878  , -0.23209  ,  0.64553  ,  0.027521 ,\n",
              "         0.44922  ,  0.048379 ,  0.085849 ,  0.14412  ,  1.0824   ]),\n",
              " 'republic': array([-0.30841 ,  0.20702 , -0.077147,  0.99229 ,  0.09586 ,  0.11151 ,\n",
              "         0.14744 ,  0.51991 , -0.7183  , -0.6472  ,  1.1962  , -0.76099 ,\n",
              "         0.27231 ,  0.087973,  0.36769 ,  0.057012, -0.51062 , -0.25968 ,\n",
              "         0.36681 ,  1.0683  , -0.58365 , -0.47098 , -0.47047 ,  0.36561 ,\n",
              "        -0.18068 , -1.7992  ,  0.19289 , -0.55325 , -0.15559 , -0.054825,\n",
              "         2.821   ,  0.17707 , -0.84732 , -0.067523, -0.93845 , -0.03433 ,\n",
              "        -0.48967 ,  0.099815, -0.74739 , -0.12672 ,  0.39554 ,  0.41872 ,\n",
              "         1.225   , -1.8815  , -0.96663 ,  1.2926  , -0.736   , -0.11306 ,\n",
              "        -0.6136  , -1.1602  ]),\n",
              " 'opening': array([-0.0072058,  0.40652  , -0.73421  ,  0.69311  , -0.041538 ,\n",
              "        -0.22644  , -0.39874  ,  0.30215  ,  0.052273 ,  0.18679  ,\n",
              "        -0.75926  , -0.6459   , -0.92317  ,  0.61124  ,  0.36545  ,\n",
              "        -0.16235  , -0.0047821, -0.86076  , -0.88431  , -0.26971  ,\n",
              "         0.84887  ,  0.11823  , -0.26521  , -0.23753  ,  0.26     ,\n",
              "        -0.96812  ,  0.46359  ,  0.27775  , -0.19491  , -0.37676  ,\n",
              "         3.4684   ,  0.46897  ,  0.11287  ,  0.33717  , -0.032297 ,\n",
              "        -0.13224  ,  0.81846  ,  0.83016  , -0.79759  , -0.23134  ,\n",
              "        -0.3493   , -0.089045 , -0.38504  , -0.25545  , -0.025471 ,\n",
              "         0.65585  ,  0.13404  , -0.25661  ,  0.093334 , -0.3158   ]),\n",
              " 'accused': array([ 7.6672e-02, -7.4327e-01,  4.0426e-01, -2.8174e-03,  2.6739e-01,\n",
              "         9.1102e-01,  2.7140e-02,  2.3836e-01, -4.1702e-01,  5.1751e-02,\n",
              "        -3.9030e-01, -5.5837e-03, -1.1348e+00, -3.6851e-01,  3.2400e-01,\n",
              "        -8.0569e-01,  1.3387e-01,  1.3551e-01,  4.4905e-01,  3.2484e-01,\n",
              "         5.1900e-01,  1.1388e+00,  5.1372e-01,  3.0746e-03, -1.0101e+00,\n",
              "        -2.8552e+00,  8.5656e-01, -3.7029e-01, -2.9107e-01,  4.1071e-02,\n",
              "         1.8556e+00, -2.0254e-01, -7.9022e-01, -8.9699e-01, -4.2234e-01,\n",
              "         1.9972e-01, -7.4824e-01, -5.6596e-01, -4.9884e-01,  2.4000e-01,\n",
              "         5.0810e-02,  8.0552e-01,  5.4075e-01,  4.4482e-02,  7.5372e-01,\n",
              "        -8.6141e-01, -1.8401e+00,  4.1013e-01,  5.6435e-01, -9.7504e-01]),\n",
              " 'winning': array([-1.3709  ,  0.82909 ,  0.030153,  0.61252 ,  0.051273,  0.43582 ,\n",
              "        -0.81314 ,  0.60847 , -0.30016 ,  0.70413 , -0.39264 , -0.66554 ,\n",
              "        -1.1384  ,  0.31659 ,  0.73581 , -1.0594  ,  0.97538 , -0.33993 ,\n",
              "        -1.515   , -0.31617 , -0.30623 ,  0.099122,  0.27515 , -0.16787 ,\n",
              "         0.23592 , -1.4996  , -0.49693 , -0.62729 , -0.21559 , -0.20817 ,\n",
              "         2.5386  ,  1.011   , -0.42432 ,  0.19068 ,  0.25296 , -0.204   ,\n",
              "         0.023421,  1.5494  , -0.40401 , -1.473   , -0.088882, -0.22735 ,\n",
              "        -0.3192  , -0.053057, -0.92548 ,  0.37826 , -0.18645 , -0.15123 ,\n",
              "         0.12836 , -0.17395 ]),\n",
              " 'scored': array([-0.9809  ,  0.14756 ,  0.45416 , -0.050933,  1.0333  ,  0.3626  ,\n",
              "        -1.3033  ,  0.2163  , -0.6215  ,  0.7366  ,  0.25323 , -0.063461,\n",
              "        -1.703   ,  0.12796 , -0.15742 , -1.4929  ,  0.96741 , -1.7168  ,\n",
              "        -2.0306  ,  0.25597 , -1.2535  ,  0.26892 ,  0.50698 , -0.6334  ,\n",
              "         0.061801, -0.2198  ,  1.4293  , -0.46177 , -0.59694 , -1.5778  ,\n",
              "         2.0836  ,  1.3307  ,  0.57157 , -0.014229,  0.69573 ,  0.29425 ,\n",
              "         0.5614  ,  1.2923  ,  0.40284 ,  0.24436 ,  0.11895 ,  0.78483 ,\n",
              "        -0.32882 , -1.1402  , -0.94519 ,  0.69862 ,  0.15472 ,  0.018592,\n",
              "         0.17319 , -0.30453 ]),\n",
              " 'championship': array([-1.6398  ,  0.67066 , -0.52054 ,  1.8938  , -0.62694 , -0.24374 ,\n",
              "        -0.6693  ,  0.72426 , -0.57842 , -0.73022 ,  0.47189 , -0.55049 ,\n",
              "        -2.1217  , -0.20928 ,  0.97964 , -0.10349 ,  0.67957 ,  0.54492 ,\n",
              "        -2.1914  , -0.59415 , -0.61477 , -0.58172 ,  0.28259 ,  0.53686 ,\n",
              "        -0.77456 , -1.0507  , -0.6455  , -0.5435  , -0.65596 , -0.4155  ,\n",
              "         2.1558  ,  0.9926  , -0.72329 ,  0.062054,  0.75527 , -0.17231 ,\n",
              "         0.15207 ,  0.78698 , -0.52967 , -1.6436  , -0.70235 , -1.3254  ,\n",
              "        -0.26715 , -0.064496, -0.5358  ,  0.5662  ,  0.34684 , -0.42908 ,\n",
              "         0.075721, -0.59188 ]),\n",
              " 'example': array([ 0.51564  ,  0.56912  , -0.19759  ,  0.0080456,  0.41697  ,\n",
              "         0.59502  , -0.053312 , -0.83222  , -0.21715  ,  0.31045  ,\n",
              "         0.09352  ,  0.35323  ,  0.28151  , -0.35308  ,  0.23496  ,\n",
              "         0.04429  ,  0.017109 ,  0.0063749, -0.01662  , -0.69576  ,\n",
              "         0.019819 , -0.52746  , -0.14011  ,  0.21962  ,  0.13692  ,\n",
              "        -1.2683   , -0.89416  , -0.1831   ,  0.23343  , -0.058254 ,\n",
              "         3.2481   , -0.48794  , -0.01207  , -0.81645  ,  0.21182  ,\n",
              "        -0.17837  , -0.02874  ,  0.099358 , -0.14944  ,  0.2601   ,\n",
              "         0.18919  ,  0.15022  ,  0.18278  ,  0.50052  , -0.025532 ,\n",
              "         0.24671  ,  0.10596  ,  0.13612  ,  0.0090427,  0.39962  ]),\n",
              " 'getting': array([ 0.029473, -0.51849 ,  0.49539 , -0.78236 ,  0.1357  ,  0.05203 ,\n",
              "        -0.94443 ,  0.44511 ,  0.16437 ,  0.37538 , -0.14822 ,  0.11788 ,\n",
              "        -0.47462 ,  0.21771 ,  0.80236 ,  0.16249 ,  0.17177 ,  0.045004,\n",
              "         0.12619 , -0.77363 , -0.28247 ,  0.61568 ,  0.59214 ,  0.21296 ,\n",
              "         0.54569 , -1.7547  ,  0.089933,  0.51736 ,  0.96993 , -0.7499  ,\n",
              "         3.1764  ,  1.1724  ,  0.16017 , -0.20019 ,  0.01035 ,  0.14087 ,\n",
              "        -0.12236 ,  0.77847 ,  0.32998 , -0.75624 , -0.45796 ,  0.27717 ,\n",
              "         0.021626,  0.66261 , -0.19005 , -0.2777  , -0.069023,  0.048738,\n",
              "        -0.19463 ,  0.53113 ]),\n",
              " 'biggest': array([ 0.17594 ,  0.081479,  0.48488 ,  1.1503  ,  0.35793 ,  0.080689,\n",
              "        -0.56166 ,  0.17774 ,  0.75747 ,  0.88359 , -0.044245, -0.55799 ,\n",
              "        -0.5788  ,  0.21199 ,  0.69339 , -0.30155 ,  0.56489 ,  0.37872 ,\n",
              "        -0.70603 , -0.25569 ,  0.65564 , -0.95541 , -1.123   ,  0.020756,\n",
              "        -0.62319 , -1.7187  , -1.0469  , -0.21261 ,  0.041972,  0.53257 ,\n",
              "         3.1583  ,  0.72086 ,  0.88138 ,  0.70533 , -0.43314 , -0.35977 ,\n",
              "        -0.73642 , -0.16983 ,  0.26122 , -0.70103 , -0.65441 ,  0.12938 ,\n",
              "        -0.17945 , -0.089352,  0.30962 ,  0.37575 , -0.69915 ,  0.66485 ,\n",
              "         0.29083 , -0.33934 ]),\n",
              " 'performance': array([-0.50986  ,  0.28758  , -0.41286  ,  0.18405  , -0.038266 ,\n",
              "         0.010596 , -0.083871 , -0.19228  ,  0.073327 ,  1.3219   ,\n",
              "         0.35618  , -0.064267 , -0.90682  ,  0.1474   ,  0.19528  ,\n",
              "        -0.63338  , -0.11165  ,  0.15256  , -0.68727  , -1.1407   ,\n",
              "         0.35791  ,  0.39082  , -0.30861  , -0.68713  ,  0.40257  ,\n",
              "        -0.60808  , -0.79529  , -0.0090754, -0.32779  ,  0.03577  ,\n",
              "         3.4517   ,  0.62725  ,  1.0889   , -0.88206  ,  0.64118  ,\n",
              "         0.018994 ,  0.79542  ,  0.81287  , -0.47404  , -0.91343  ,\n",
              "        -0.31819  , -0.20503  , -0.54741  , -0.49252  , -0.1483   ,\n",
              "        -0.094014 ,  0.33103  ,  0.33508  ,  0.13401  ,  1.0052   ]),\n",
              " 'sports': array([-1.1476e+00,  1.4860e+00, -5.3553e-01,  1.4884e+00, -4.8945e-01,\n",
              "        -7.8874e-01, -1.0603e+00, -1.1097e+00, -1.8863e-01, -3.8284e-01,\n",
              "         1.9501e-01,  6.7649e-02, -7.4472e-01,  2.4205e-01,  9.6511e-01,\n",
              "        -3.2038e-02, -1.4121e-01,  1.7449e+00, -7.3301e-01, -5.8727e-01,\n",
              "         1.7896e-01,  5.7795e-01, -2.1835e-01,  1.1371e+00, -5.1163e-01,\n",
              "        -1.0939e+00, -5.6724e-01,  2.0169e-03, -3.0077e-01,  1.8371e-01,\n",
              "         2.6094e+00,  1.0519e+00, -8.7750e-03, -7.2297e-01, -5.2943e-01,\n",
              "         6.6300e-01, -2.4681e-02,  2.1470e-01, -3.8752e-01,  9.9251e-02,\n",
              "         5.8373e-01,  1.0047e-01, -1.7571e-01,  9.9239e-01,  5.0743e-02,\n",
              "         2.4906e-01, -5.5173e-01,  5.5462e-01,  7.3031e-02,  4.6026e-01]),\n",
              " '1998': array([-0.34754 ,  0.30878 ,  0.22932 ,  0.45494 , -0.51916 ,  0.23823 ,\n",
              "        -0.85196 , -0.49933 ,  0.021442, -0.014074,  0.22998 , -0.45874 ,\n",
              "        -0.88966 , -0.34324 ,  1.5218  , -0.16212 , -0.41015 ,  0.16188 ,\n",
              "        -0.95228 ,  0.62372 ,  0.49159 , -0.30271 ,  0.37862 , -0.2758  ,\n",
              "        -0.78844 , -1.1539  , -0.13399 , -0.4272  , -0.50507 ,  0.41362 ,\n",
              "         2.5532  , -0.16204 , -0.45165 , -0.28422 , -0.028118, -0.32845 ,\n",
              "         0.34177 ,  0.22686 ,  0.04965 , -0.71354 , -0.76094 , -0.3926  ,\n",
              "        -0.020315, -0.86794 , -0.74409 ,  0.30734 , -0.37553 , -0.16956 ,\n",
              "        -0.11915 ,  0.070809]),\n",
              " 'let': array([ 0.067025 , -0.010427 ,  0.61778  , -0.29952  ,  0.68244  ,\n",
              "        -0.53138  , -0.0049878,  0.67877  , -0.3801   ,  0.1606   ,\n",
              "        -0.054663 ,  0.85439  , -0.48949  ,  0.091105 ,  0.79834  ,\n",
              "         0.83093  ,  0.79013  , -0.31992  ,  0.27924  , -1.1659   ,\n",
              "        -0.0048596,  0.20945  ,  0.5982   ,  0.59395  ,  0.50349  ,\n",
              "        -1.8205   , -0.31137  , -0.073957 ,  1.0215   , -1.0536   ,\n",
              "         2.9803   ,  0.83399  , -1.1412   ,  0.15333  , -0.49095  ,\n",
              "        -0.28432  ,  0.21243  , -0.37621  ,  0.46302  , -0.32079  ,\n",
              "         0.18216  ,  0.20559  , -0.051854 ,  0.38381  ,  0.062563 ,\n",
              "         0.20926  ,  0.21338  , -0.42741  , -0.19243  ,  0.42443  ]),\n",
              " 'allowed': array([ 0.10289  , -0.24013  ,  0.39074  , -0.032014 ,  0.081459 ,\n",
              "        -0.042678 , -0.63224  ,  0.52089  , -0.27584  , -0.056162 ,\n",
              "         0.15395  ,  0.3342   ,  0.015407 ,  0.036289 ,  0.53005  ,\n",
              "         0.17534  ,  0.28165  , -0.8319   , -0.25911  , -0.54327  ,\n",
              "         0.012357 , -0.27165  ,  0.087227 , -0.059924 , -0.13022  ,\n",
              "        -1.3516   ,  0.86036  , -0.92887  ,  0.59762  , -0.68959  ,\n",
              "         3.137    ,  0.41082  , -0.77892  , -0.34251  ,  0.16286  ,\n",
              "         0.090066 ,  0.58855  ,  0.20332  , -0.21942  ,  0.26959  ,\n",
              "        -0.042266 , -0.12737  ,  0.44051  ,  0.85051  , -0.36565  ,\n",
              "        -0.30921  , -0.38347  , -0.15894  , -0.37644  ,  0.0062395]),\n",
              " 'schools': array([-5.5586e-01,  3.9517e-01, -2.6923e-01, -1.2833e+00, -6.4747e-01,\n",
              "        -2.3652e-01, -8.6293e-01, -6.9774e-01,  8.6948e-02, -3.9360e-01,\n",
              "        -3.2900e-01, -5.8817e-01,  5.0561e-01, -8.3735e-01, -5.1139e-01,\n",
              "        -2.2911e-02, -1.1054e-01,  7.3848e-01,  7.1491e-01,  1.1191e-01,\n",
              "         1.9196e-01,  8.6972e-02, -3.0121e-01,  9.8204e-01, -6.8191e-01,\n",
              "        -1.2126e+00,  3.6823e-02, -9.3067e-01, -8.0033e-01, -7.8678e-01,\n",
              "         3.5054e+00,  8.3496e-01,  4.5130e-02, -1.3882e+00,  7.4704e-01,\n",
              "         5.3309e-01,  4.4379e-01,  1.2142e-01,  2.7758e-01,  4.3332e-01,\n",
              "        -1.0756e+00, -6.5919e-01,  4.6444e-01,  9.5934e-01, -4.2395e-02,\n",
              "         7.3250e-01, -3.6265e-01,  1.4583e-03, -2.6136e-01,  1.5590e-01]),\n",
              " 'means': array([ 2.1355e-01,  2.3041e-01, -1.3499e-01, -2.8630e-01,  5.0639e-01,\n",
              "         1.2954e-01,  3.7019e-01, -2.0159e-01,  1.2016e-01,  4.0849e-01,\n",
              "         1.8936e-01,  4.4338e-01,  2.4298e-01, -3.8781e-01,  5.6661e-02,\n",
              "         3.8202e-01,  6.8769e-01,  2.5825e-02,  3.0772e-01, -3.6178e-01,\n",
              "        -2.5847e-01, -3.8405e-01, -3.6174e-02,  2.4066e-01,  4.5233e-01,\n",
              "        -1.5465e+00, -4.0753e-01, -1.4909e-01,  8.4388e-01, -4.3451e-02,\n",
              "         3.4950e+00,  1.8864e-01, -7.3908e-01, -1.6249e-01, -7.1319e-02,\n",
              "        -1.7336e-01,  2.1736e-04, -5.8470e-02, -2.0480e-01, -1.0149e-01,\n",
              "        -3.4238e-02, -2.6169e-01,  1.1886e-02,  5.2657e-01, -1.2127e-01,\n",
              "        -1.5556e-01,  7.0165e-02,  2.4924e-01,  3.5992e-01,  9.8560e-02]),\n",
              " 'turn': array([ 0.45343  , -0.22031  ,  0.53704  , -0.48735  ,  0.34246  ,\n",
              "         0.046052 , -0.23291  ,  0.25968  , -0.1569   ,  0.19915  ,\n",
              "        -0.25845  ,  0.1669   , -0.40184  ,  0.2655   ,  0.098261 ,\n",
              "         0.37715  ,  0.38031  , -0.18185  , -0.18964  , -0.89434  ,\n",
              "         0.14745  , -0.074522 ,  0.39154  ,  0.2833   ,  0.41066  ,\n",
              "        -1.7343   , -0.25598  ,  0.17865  ,  0.7382   , -0.25739  ,\n",
              "         3.1924   ,  0.45517  , -0.42569  , -0.20284  ,  0.0046717,\n",
              "        -0.15003  , -0.44053  ,  0.17373  ,  0.042864 , -0.51609  ,\n",
              "        -0.24876  ,  0.18265  , -0.1904   ,  0.13985  , -0.10454  ,\n",
              "         0.16818  ,  0.16748  , -0.51592  ,  0.034724 , -0.089377 ]),\n",
              " 'leave': array([ 0.79771 ,  0.08909 ,  0.17723 , -0.58506 ,  0.5871  , -0.70193 ,\n",
              "        -0.78631 ,  1.1763  , -0.25696 , -0.66243 ,  0.058106,  0.19201 ,\n",
              "        -0.04884 , -0.27393 ,  0.95819 ,  1.0356  ,  0.14449 , -0.30604 ,\n",
              "         0.044193, -0.22721 ,  0.027355,  0.55869 ,  0.12778 ,  0.46579 ,\n",
              "        -0.017689, -1.6922  ,  0.44348 ,  0.19524 ,  0.41076 , -0.18317 ,\n",
              "         2.795   ,  0.75718 , -0.88726 , -0.14753 ,  0.049552,  0.093066,\n",
              "         0.26452 , -0.29798 ,  0.28468 , -0.47097 , -0.23936 ,  0.019627,\n",
              "         0.26852 ,  0.064596, -0.031655,  0.029885, -0.32127 , -0.14418 ,\n",
              "        -0.15139 , -0.10266 ]),\n",
              " 'no.': array([-1.0813  ,  0.089596,  1.0337  ,  0.55569 ,  0.18807 , -0.11403 ,\n",
              "        -0.264   ,  0.78291 , -0.16566 , -0.74798 , -0.43662 , -0.32686 ,\n",
              "        -1.0537  ,  0.35009 , -0.10532 , -1.106   , -0.94085 , -0.015112,\n",
              "        -0.76809 ,  0.36627 , -0.93716 , -0.73691 ,  0.30422 ,  0.19737 ,\n",
              "        -0.14104 , -1.5804  , -0.43692 , -0.57977 , -0.10138 , -0.97532 ,\n",
              "         2.4912  , -0.42417 ,  0.52231 ,  0.98276 ,  0.75742 , -0.38606 ,\n",
              "         0.84215 ,  1.0789  ,  0.27989 , -1.0415  ,  0.028507, -0.9183  ,\n",
              "         0.97205 , -0.6486  , -0.38803 ,  1.3163  , -0.077534, -0.88551 ,\n",
              "         0.33157 ,  0.72665 ]),\n",
              " 'robert': array([-0.19995 ,  0.38383 ,  0.36403 , -0.36348 ,  0.23214 ,  0.33185 ,\n",
              "        -0.97427 , -0.24149 , -0.70782 , -0.64623 , -0.86693 ,  0.90944 ,\n",
              "        -1.0798  , -0.59942 ,  0.34519 , -0.021344,  0.89898 , -0.54456 ,\n",
              "        -0.57699 , -0.44073 ,  0.42804 ,  0.38414 ,  0.04085 , -0.33842 ,\n",
              "        -0.28967 , -1.5894  , -0.31691 , -0.88054 , -0.76171 ,  0.50147 ,\n",
              "         1.3097  , -1.6364  , -0.41296 , -0.73544 ,  0.60044 , -0.16243 ,\n",
              "        -0.50532 ,  0.54984 ,  0.87782 , -0.43424 ,  0.61188 ,  1.4802  ,\n",
              "        -0.072617, -1.1088  ,  0.1128  ,  0.71101 , -0.11391 , -0.62506 ,\n",
              "        -0.57961 ,  0.97513 ]),\n",
              " 'personal': array([ 0.088672,  1.0404  ,  0.26865 ,  0.28934 ,  0.74201 ,  0.45374 ,\n",
              "        -0.26177 , -0.34731 ,  0.053297,  0.34764 , -0.35502 ,  0.66339 ,\n",
              "        -0.54661 , -0.59113 ,  0.54902 , -0.47385 , -1.0949  , -0.18313 ,\n",
              "         0.7387  , -0.66967 ,  0.30049 ,  0.64595 , -0.44637 , -0.71734 ,\n",
              "         0.41773 , -1.5406  , -0.81708 , -0.72127 ,  0.6352  ,  0.53368 ,\n",
              "         3.0156  ,  0.51913 ,  0.080453, -0.64715 , -0.24082 ,  0.37297 ,\n",
              "        -0.6294  ,  0.34703 , -0.45183 , -0.42116 ,  0.67001 , -0.064728,\n",
              "        -0.25074 ,  1.1536  , -0.20129 , -0.39349 , -0.33657 ,  0.30779 ,\n",
              "         0.055596, -0.035741]),\n",
              " 'stocks': array([-0.30461  , -1.4674   ,  1.0339   ,  0.14557  ,  0.53504  ,\n",
              "        -1.5757   , -0.91688  , -0.47004  ,  0.027446 ,  0.75741  ,\n",
              "        -0.12661  ,  0.41062  , -0.1321   , -0.053953 , -0.49372  ,\n",
              "         0.23878  , -0.49937  , -1.0634   , -1.0352   , -0.91881  ,\n",
              "         1.1486   , -0.93914  ,  0.34884  , -0.73349  , -0.42395  ,\n",
              "        -0.93715  , -0.33253  , -0.056602 ,  0.38061  ,  0.61549  ,\n",
              "         3.3407   , -0.0038774,  2.1445   ,  0.92683  ,  0.60325  ,\n",
              "        -1.615    , -1.3836   , -0.065517 ,  0.45422  , -0.54098  ,\n",
              "        -1.2626   , -0.6255   ,  1.4893   ,  0.36952  ,  1.007    ,\n",
              "         0.95371  , -0.091711 ,  0.47243  ,  0.85753  , -0.25246  ]),\n",
              " 'showed': array([-0.086189, -0.13341 ,  0.72188 , -0.074082,  0.48125 ,  0.3308  ,\n",
              "        -0.81746 , -0.13333 ,  0.34035 ,  0.13655 ,  0.54579 , -1.0836  ,\n",
              "        -0.41566 , -0.12365 ,  0.32473 , -0.15844 , -1.0041  , -0.77943 ,\n",
              "        -0.59669 , -0.68211 , -0.13102 ,  0.57654 ,  0.68376 , -0.91724 ,\n",
              "         0.084434, -1.2857  , -0.86709 ,  0.70777 , -0.36083 ,  0.27499 ,\n",
              "         2.7763  ,  0.45847 ,  0.63529 , -1.1435  , -0.21538 , -0.30439 ,\n",
              "         0.28394 ,  0.36741 ,  0.16178 , -0.36332 , -0.11463 ,  0.25663 ,\n",
              "        -0.25957 , -0.23922 ,  0.5092  , -0.60598 , -0.39565 ,  0.50416 ,\n",
              "         0.42499 , -0.32608 ]),\n",
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              "        -0.22067  ,  0.47872  , -0.33874  ,  0.091716 ,  0.09293  ,\n",
              "         0.40365  ,  0.030591 ,  0.29251  ,  0.30817  , -0.78066  ,\n",
              "         0.32136  , -0.69529  ,  0.27155  , -1.5156   , -1.7707   ,\n",
              "         0.35877  , -0.11012  ,  0.40589  , -0.7165   , -0.066692 ,\n",
              "        -1.0795   , -0.67795  ,  1.0202   ,  1.0186   ,  0.29357  ,\n",
              "         3.059    , -0.023482 , -0.10365  , -0.82797  ,  0.28177  ,\n",
              "        -0.16825  ,  0.20761  , -0.085368 , -0.46009  ,  0.057375 ,\n",
              "         0.33407  ,  0.23124  ,  0.054707 , -0.34894  ,  0.075528 ,\n",
              "         0.53281  ,  0.22283  , -0.95259  , -0.028099 , -0.054563 ]),\n",
              " 'arrested': array([ 0.19559 , -0.55576 ,  0.61139 ,  0.046953,  0.66116 , -0.091818,\n",
              "        -0.58938 ,  0.55277 , -0.40986 , -0.11867 ,  0.017602, -0.78058 ,\n",
              "        -0.67134 , -0.11441 ,  1.3092  , -0.84846 , -0.56879 , -0.061367,\n",
              "        -0.75487 ,  0.78567 ,  0.57901 ,  1.1129  ,  0.61788 ,  0.81485 ,\n",
              "        -1.0994  , -2.3932  ,  0.93445 , -0.67738 , -0.35495 , -0.19559 ,\n",
              "         1.657   , -0.6426  , -0.66103 , -0.69173 ,  0.71123 ,  0.18964 ,\n",
              "         0.25299 , -0.59793 , -0.021037,  0.82434 , -0.51974 ,  0.91939 ,\n",
              "         0.89986 ,  0.099114,  0.92447 , -1.3057  , -1.3929  , -0.48413 ,\n",
              "         0.74071 , -0.98796 ]),\n",
              " 'person': array([ 0.61734  ,  0.40035  ,  0.067786 , -0.34263  ,  2.0647   ,\n",
              "         0.60844  ,  0.32558  ,  0.3869   ,  0.36906  ,  0.16553  ,\n",
              "         0.0065053, -0.075674 ,  0.57099  ,  0.17314  ,  1.0142   ,\n",
              "        -0.49581  , -0.38152  ,  0.49255  , -0.16737  , -0.33948  ,\n",
              "        -0.44405  ,  0.77543  ,  0.20935  ,  0.6007   ,  0.86649  ,\n",
              "        -1.8923   , -0.37901  , -0.28044  ,  0.64214  , -0.23549  ,\n",
              "         2.9358   , -0.086004 , -0.14327  , -0.50161  ,  0.25291  ,\n",
              "        -0.065446 ,  0.60768  ,  0.13984  ,  0.018135 , -0.34877  ,\n",
              "         0.039985 ,  0.07943  ,  0.39318  ,  1.0562   , -0.23624  ,\n",
              "        -0.4194   , -0.35332  , -0.15234  ,  0.62158  ,  0.79257  ]),\n",
              " 'either': array([ 0.43616 , -0.11566 ,  0.28038 , -0.24981 ,  0.29601 ,  0.62781 ,\n",
              "        -0.12637 ,  0.47676 , -0.57069 , -0.026043,  0.38767 ,  0.20146 ,\n",
              "         0.090704, -0.13297 ,  0.28617 ,  0.47185 ,  0.083032, -0.15457 ,\n",
              "        -0.12373 , -0.6609  , -0.29277 , -0.39187 ,  0.50758 ,  0.59763 ,\n",
              "         0.12928 , -1.5731  ,  0.029089, -0.02947 ,  0.56329 , -0.51305 ,\n",
              "         3.3833  , -0.010376, -0.31698 , -0.61517 ,  0.37629 , -0.022058,\n",
              "         0.54434 ,  0.33366 , -0.39459 , -0.41886 ,  0.26113 , -0.22353 ,\n",
              "         0.21357 ,  0.52431 , -0.2404  , -0.062924, -0.19875 , -0.21772 ,\n",
              "         0.10842 , -0.051899]),\n",
              " 'offer': array([ 1.0685  ,  0.67702 ,  0.12728 ,  0.26755 ,  0.14107 , -0.10997 ,\n",
              "        -0.99775 , -0.16944 , -0.097028,  0.77214 , -0.23949 ,  0.27231 ,\n",
              "         0.41634 , -0.41062 ,  0.18607 ,  0.72353 , -0.046087, -0.21078 ,\n",
              "         0.29083 , -0.88879 ,  0.89093 ,  0.59966 , -0.39714 , -0.093733,\n",
              "        -0.41351 , -1.0497  ,  0.094512, -0.3727  , -0.20549 , -0.40903 ,\n",
              "         3.3661  ,  0.93074 , -0.5522  ,  0.32474 ,  0.73872 , -0.6526  ,\n",
              "        -0.12432 ,  0.078921, -0.40239 , -0.80085 ,  0.62803 , -0.06116 ,\n",
              "         0.28775 ,  0.68145 , -0.13833 ,  0.037856, -0.40941 ,  1.5338  ,\n",
              "        -0.33182 ,  0.40558 ]),\n",
              " 'majority': array([ 0.11937 , -0.80164 ,  0.68344 , -0.083361,  0.74127 ,  1.3679  ,\n",
              "        -0.23981 ,  0.34137 , -0.50574 , -0.21201 , -0.42714 , -1.3654  ,\n",
              "         0.62894 , -0.25858 , -0.52107 ,  0.14919 ,  0.62894 , -0.51678 ,\n",
              "         0.37654 , -0.57422 , -0.48379 , -0.059092,  0.25256 ,  0.20868 ,\n",
              "        -0.23452 , -1.3455  , -0.56799 , -0.87316 , -0.65124 ,  0.69962 ,\n",
              "         3.1331  ,  0.096665, -0.72854 , -0.018361,  0.093958, -1.1211  ,\n",
              "        -0.16471 ,  0.06918 , -0.35171 , -0.31854 , -0.50438 ,  0.21471 ,\n",
              "        -0.14185 ,  0.54992 , -1.0949  ,  0.98989 , -1.6729  ,  0.12073 ,\n",
              "        -0.49867 , -0.22344 ]),\n",
              " 'battle': array([ 1.0628  , -0.28614 , -0.26579 , -0.074461, -0.30767 ,  0.11052 ,\n",
              "         0.46692 ,  1.0436  , -0.44287 , -0.97353 , -0.97769 , -0.55382 ,\n",
              "        -0.73884 , -1.0331  , -0.53365 , -0.68709 , -0.26112 , -0.035491,\n",
              "        -1.6275  ,  0.22478 , -0.004751, -0.39458 , -0.034587, -0.39501 ,\n",
              "        -0.20605 , -1.8611  , -0.91006 , -0.61206 ,  0.56791 ,  0.45646 ,\n",
              "         2.2792  ,  0.12118 , -0.9148  , -0.44418 ,  0.01543 ,  0.15252 ,\n",
              "        -0.88398 , -0.45838 , -0.55296 , -0.60641 , -0.15668 , -0.35514 ,\n",
              "        -0.29262 , -0.25088 ,  0.25505 ,  0.019636,  0.63968 , -0.85646 ,\n",
              "        -0.36073 , -0.24256 ]),\n",
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              "        -5.0421e-01, -1.2283e-01,  1.1159e+00,  2.2771e-01, -9.3075e-01]),\n",
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              "         6.4429e-01, -2.2544e-02,  6.8084e-01, -2.2806e-01,  3.4760e-01]),\n",
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              "        -0.33936 , -0.032759]),\n",
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              "        -0.10543 , -0.27302 ]),\n",
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              "         0.27006 , -0.28783 ]),\n",
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              "         0.092436 , -1.2366   , -0.74248  , -0.70588  , -0.29698  ]),\n",
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              "        -0.16925 ,  0.36956 ]),\n",
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              "         3.2142e+00,  1.6157e-01, -4.0707e-01, -4.8753e-01, -4.7470e-01,\n",
              "         1.1971e-01, -2.2353e-01, -4.1141e-03, -8.8907e-03, -4.6887e-01,\n",
              "        -1.8941e-01,  9.6938e-02, -3.1884e-01,  6.7343e-01,  2.5431e-01,\n",
              "         5.7521e-02,  2.2796e-01,  1.8645e-01, -4.0308e-02,  7.2955e-01]),\n",
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              "        -0.30551 , -0.56476 , -0.067369,  0.82933 , -0.71416 ,  0.9558  ,\n",
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              "         0.56497 , -0.073029]),\n",
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              "        -0.15995 , -1.1553  ,  0.49535 , -0.2039  , -0.96918 ,  0.2904  ,\n",
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              "        -0.49613 ,  1.0522  ]),\n",
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              "        -1.9366e-01,  1.6199e+00,  3.4303e-01,  1.6869e-02, -6.5361e-01,\n",
              "        -1.6779e-03, -5.3340e-01, -6.0813e-01,  2.5397e-01,  9.6259e-01]),\n",
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              "         0.4303  ,  0.1894  ]),\n",
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              "        -1.0835  , -0.34647 ,  0.63106 , -0.2806  , -0.48895 , -0.6348  ,\n",
              "        -0.14443 , -0.84288 ]),\n",
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              "        -0.14251 , -1.2086  ,  0.72885 ,  1.0991  , -0.34049 ,  0.014483,\n",
              "        -0.20405 , -0.98005 , -0.07667 ,  1.0827  ,  0.34461 , -0.37714 ,\n",
              "         2.8916  ,  0.23911 , -0.091089, -0.45495 ,  0.24013 ,  0.92777 ,\n",
              "         0.77564 ,  0.37424 ,  0.84257 , -0.34445 ,  0.049718,  0.27486 ,\n",
              "        -0.35371 ,  1.0032  ,  0.081324,  0.25981 ,  0.17708 , -1.1572  ,\n",
              "        -0.080012,  0.08214 ]),\n",
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              "        -0.77011 , -0.075069,  0.41098 , -0.60185 , -0.63966 , -0.78694 ,\n",
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              "         3.0423  , -0.17252 ,  0.01874 , -0.050667,  0.17125 , -0.2354  ,\n",
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              "        -0.45409 , -0.47735 ,  0.088257,  0.037054,  0.14053 , -0.17915 ,\n",
              "        -0.096967, -0.33323 ]),\n",
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              "         0.47228  , -0.045101 , -0.54863  , -0.38829  , -0.1362   ]),\n",
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              "        -5.2181e-01,  3.8599e-01,  4.9987e-01, -1.7234e-02, -4.0238e-01,\n",
              "         2.5682e-01, -5.1268e-01, -5.9622e-01, -2.0733e-01,  1.3045e+00]),\n",
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              "         1.1948   , -0.18     , -0.35325  ,  0.44488  , -0.83675  ]),\n",
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              "        -1.9072   , -1.9391   ,  0.31613  ,  1.0746   , -1.0377   ,\n",
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              "        -0.32598  ,  0.15703  , -0.0045524, -0.16917  ,  0.094515 ,\n",
              "         0.27165  ,  0.36433  , -0.49923  ,  0.20809  ,  1.3      ]),\n",
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              "         8.1470e-01, -5.9428e-02,  6.4599e-02,  1.5176e-03,  9.9179e-02,\n",
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              "         7.3474e-01, -6.4861e-01,  4.6174e-01,  8.8162e-03,  5.1738e-01,\n",
              "        -6.5976e-01, -7.4010e-01, -1.3928e-01,  8.1094e-02,  2.0657e-01,\n",
              "         3.5652e+00, -8.2264e-01,  5.7360e-01, -1.7268e+00,  6.2356e-03,\n",
              "         6.7672e-02, -2.3411e-01,  3.5163e-02,  2.6507e-01, -2.9966e-01,\n",
              "         7.4323e-01, -4.5027e-01,  1.9406e-01,  4.8611e-01, -4.3075e-01,\n",
              "        -2.5210e-01,  1.2774e+00,  1.5815e+00,  6.5838e-01, -2.0978e-01]),\n",
              " 'comes': array([ 0.27471 ,  0.47997 , -0.23538 , -0.021829,  0.52225 ,  0.12483 ,\n",
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              "        -0.1034  ,  0.066563,  0.5982  ,  0.3153  , -0.04902 ,  0.1524  ,\n",
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              "         2.9304  ,  0.12698 , -0.5465  ,  0.14176 , -0.07076 , -0.13581 ,\n",
              "        -0.39823 , -0.18225 ,  0.053285, -0.78511 , -0.046468,  0.40294 ,\n",
              "        -0.59782 , -0.1893  ,  0.038453,  0.39211 ,  0.53664 ,  0.17606 ,\n",
              "         0.11542 ,  0.24575 ]),\n",
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              "        -0.056441,  0.17746 , -1.154   , -0.15891 , -0.57427 , -0.73113 ,\n",
              "        -0.23344 ,  0.74365 , -0.072829, -0.010908,  0.7259  , -0.60433 ,\n",
              "         0.89994 , -1.0886  ,  0.6091  ,  0.3788  ,  0.84396 ,  0.67094 ,\n",
              "        -0.61123 , -0.71885 , -0.12183 , -0.52056 , -0.49384 ,  0.51497 ,\n",
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              "        -0.64278 ,  0.44149 , -0.44652 ,  0.050501, -1.5753  ,  0.38031 ,\n",
              "         0.18685 , -0.7237  ]),\n",
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              "        -4.5090e-01,  2.7192e-01, -5.6817e-01, -3.9290e-01,  1.1978e+00,\n",
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              "        -3.7824e-01,  5.5126e-01,  3.5788e-01, -1.7009e-01,  6.6772e-01,\n",
              "        -1.9608e+00, -1.0043e+00,  6.1168e-01,  1.2771e+00, -5.6892e-01,\n",
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              "        -1.8980e-01,  1.9841e-01,  1.1168e-01, -6.3065e-02, -3.2476e-01,\n",
              "        -1.3437e-01,  3.9212e-02,  4.5362e-02,  4.8573e-01,  7.0067e-04,\n",
              "        -3.0081e-02, -3.9158e-01,  3.8308e-01,  7.9273e-02,  4.8636e-01]),\n",
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              "         0.59323 , -1.0927  ,  0.26985 ,  0.94022 ,  0.96001 ,  0.092628,\n",
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              "        -0.70393 , -0.85605 , -0.34921 ,  0.57608 , -0.34497 , -0.09798 ,\n",
              "         1.5362  , -0.42353 , -0.10344 , -0.063314, -0.078199, -0.54478 ,\n",
              "        -0.20832 , -0.97593 ]),\n",
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              "        -0.26067  ,  0.29052  , -0.1073   ,  0.016016 ,  0.46221  ,\n",
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              "        -1.4567   , -0.21763  , -0.40463  ,  0.84995  ,  0.024379 ,\n",
              "         3.22     ,  1.0866   , -1.1265   , -0.23312  , -0.17781  ,\n",
              "         0.23286  , -0.58175  , -0.16729  ,  0.14521  , -0.44081  ,\n",
              "        -0.43188  ,  0.16732  ,  0.22486  , -0.2779   ,  0.18546  ,\n",
              "         0.4678   , -0.20864  ,  0.070111 , -0.32257  , -0.091538 ]),\n",
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              "         0.76235  , -0.24595  , -0.52504  , -0.10052  ,  1.1672   ,\n",
              "        -0.093335 , -0.070071 ,  0.31558  , -1.2893   ,  0.38349  ,\n",
              "         0.79752  , -0.60922  ,  0.56834  ,  0.37517  , -0.56518  ,\n",
              "        -0.59131  ,  0.058874 , -0.53764  , -1.1302   ,  0.12728  ,\n",
              "         2.548    ,  0.11493  , -0.61045  , -0.83878  ,  0.012946 ,\n",
              "        -0.088662 ,  1.0397   ,  0.26223  , -0.45004  , -1.0377   ,\n",
              "        -0.31869  , -0.7796   , -0.8059   , -1.2899   , -0.98714  ,\n",
              "         0.16393  , -0.1698   , -0.44642  ,  0.24022  ,  0.40364  ]),\n",
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              "        -0.44609  , -0.98404  ,  0.88088  , -0.18864  ,  1.1978   ,\n",
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              "        -0.19037  ,  0.39579  ,  0.53896  , -0.35373  ,  0.50487  ]),\n",
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              "        -2.1958e+00,  4.3192e-02, -6.1629e-01, -5.2754e-01,  5.0451e-01,\n",
              "         2.0258e+00, -6.8392e-01, -1.2524e-01, -7.6935e-01,  4.4990e-01,\n",
              "         4.2726e-01,  1.9608e-03, -4.7740e-01,  7.0645e-01,  3.1818e-01,\n",
              "         1.6379e-01,  7.2187e-01, -3.3517e-03, -4.2225e-01,  2.2137e-01,\n",
              "        -9.7757e-01, -4.2858e-01, -1.4924e-01,  2.2345e-01,  1.0570e+00]),\n",
              " 'beijing': array([-0.27482 ,  0.86905 , -0.22339 ,  1.027   , -0.52538 , -1.104   ,\n",
              "         0.46268 ,  0.14246 ,  0.059472, -0.26456 ,  0.094427, -0.86325 ,\n",
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              "         0.11536 ,  0.26318 ,  1.329   , -0.26666 , -0.074281, -0.40623 ,\n",
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              " 'written': array([-0.10274  ,  0.44318  , -0.62913  , -0.55198  ,  0.17975  ,\n",
              "         0.89195  , -0.7882   , -0.6696   , -0.7988   ,  0.2288   ,\n",
              "        -0.39812  ,  1.3683   , -0.15623  ,  0.015956 ,  1.0666   ,\n",
              "        -0.8636   , -0.22175  , -0.73444  ,  0.29179  , -0.0076159,\n",
              "         0.38245  ,  0.42882  ,  0.91511  ,  0.19922  ,  0.97812  ,\n",
              "        -0.94606  , -0.99391  , -0.4051   , -0.89268  , -0.61873  ,\n",
              "         2.8765   , -1.7996   , -0.018694 , -0.42744  , -0.12641  ,\n",
              "         0.072925 ,  0.87148  , -0.27573  , -0.51512  ,  0.23708  ,\n",
              "         0.87694  ,  0.5183   , -0.3854   , -0.43282  , -0.55922  ,\n",
              "         0.053511 ,  0.061995 ,  0.23762  , -0.53612  ,  0.35509  ]),\n",
              " 'throughout': array([ 0.099415,  0.063893, -0.65517 , -0.31035 , -0.54867 , -0.31378 ,\n",
              "        -0.75248 ,  0.11362 ,  0.029626, -0.23832 ,  0.054125, -0.6937  ,\n",
              "         0.019753, -0.25373 ,  0.12972 , -0.16954 , -0.40668 , -0.25018 ,\n",
              "        -0.36012 , -0.32704 ,  0.15759 ,  0.041711,  0.39897 ,  0.53711 ,\n",
              "         0.058105, -0.8139  , -0.39827 ,  0.077777,  0.2354  ,  0.27001 ,\n",
              "         3.6635  ,  0.35466 ,  0.81482 , -1.1884  , -0.29611 ,  0.5244  ,\n",
              "        -0.45087 ,  0.13699 , -0.93812 ,  0.4332  , -0.45985 ,  0.13347 ,\n",
              "        -0.069847,  0.097409, -0.073005,  0.55471 , -0.13301 , -0.47559 ,\n",
              "        -1.057   , -0.60987 ]),\n",
              " 'established': array([ 8.3877e-02,  1.4873e-01, -8.0328e-01, -2.4779e-01, -1.0944e-01,\n",
              "        -1.1647e-01, -8.7871e-01, -4.3654e-01,  1.5808e-02, -6.1117e-01,\n",
              "         8.3698e-01,  3.9583e-01, -1.2440e-01, -3.6991e-01, -4.3331e-01,\n",
              "         2.3538e-01,  1.4534e-01,  2.8620e-01,  9.8344e-04,  7.4532e-01,\n",
              "         7.0030e-01, -3.4758e-01, -2.9388e-01,  1.7333e-01, -5.1236e-01,\n",
              "        -1.2029e+00, -3.5278e-01, -1.1695e+00, -6.1088e-01,  1.8471e-01,\n",
              "         3.0157e+00, -6.7365e-01, -4.5001e-01, -1.0056e+00,  3.4002e-02,\n",
              "        -2.6611e-02,  9.7914e-03,  5.5304e-01, -1.9343e-01,  4.4712e-01,\n",
              "        -3.3502e-01, -9.1209e-01,  1.9758e-01, -3.5535e-02, -7.7284e-01,\n",
              "         2.8167e-01, -6.8520e-01, -6.2592e-01, -3.6489e-01, -2.2197e-01]),\n",
              " 'mission': array([ 1.9144   ,  0.40923  , -0.31422  , -0.6443   ,  0.55513  ,\n",
              "        -0.81588  , -0.766    ,  0.18716  ,  0.94453  , -1.0715   ,\n",
              "         0.52092  ,  0.20347  , -0.36264  ,  0.5649   , -0.30487  ,\n",
              "        -0.13143  ,  0.080574 ,  0.16483  , -0.25986  ,  0.45458  ,\n",
              "        -0.40467  ,  0.7947   , -0.66128  , -0.49532  ,  0.31973  ,\n",
              "        -1.1424   ,  0.097268 , -0.48496  , -0.17357  ,  0.29176  ,\n",
              "         2.7318   , -0.073546 , -1.7509   , -0.86062  , -0.0093403,\n",
              "         0.021347 , -0.006449 , -0.18159  , -0.27718  ,  0.10547  ,\n",
              "        -0.30741  , -0.48023  ,  0.40922  , -1.2402   , -0.476    ,\n",
              "         0.30602  ,  0.32634  ,  0.62645  , -0.91152  ,  0.42901  ]),\n",
              " 'associated': array([ 0.23032  ,  1.0919   , -0.029497 ,  0.749    , -0.17768  ,\n",
              "         0.22918  , -0.38591  , -0.15044  ,  0.25437  , -0.35935  ,\n",
              "         0.42707  ,  0.056076 , -0.3842   , -0.35789  ,  0.35419  ,\n",
              "         0.45716  , -0.15932  , -1.0055   ,  0.25288  ,  0.0078635,\n",
              "        -0.031715 ,  0.16926  ,  0.90977  ,  0.36871  ,  0.04203  ,\n",
              "        -0.81182  , -0.81018  , -0.40931  , -0.2312   ,  0.50252  ,\n",
              "         2.6289   , -0.57009  ,  0.87378  , -1.6698   , -0.13101  ,\n",
              "         0.28056  ,  0.040286 , -0.12814  ,  0.23653  ,  1.2403   ,\n",
              "         0.29779  ,  0.94279  , -0.057406 , -0.17155  ,  0.96692  ,\n",
              "        -0.055877 , -0.48754  ,  0.25528  ,  0.12889  ,  0.10638  ]),\n",
              " 'buy': array([ 0.76552  , -0.12379  ,  1.144    ,  0.071116 ,  0.69537  ,\n",
              "        -0.25318  , -1.4303   , -0.64846  , -0.17595  ,  0.60268  ,\n",
              "         0.10464  ,  0.96283  ,  0.35706  , -0.45109  ,  0.55292  ,\n",
              "         1.1588   , -0.13179  ,  0.34544  ,  0.018801 , -1.1188   ,\n",
              "         1.358    , -0.11799  , -0.39478  , -0.11678  , -0.92234  ,\n",
              "        -1.4277   , -0.38724  , -0.15941  ,  0.78802  , -0.90019  ,\n",
              "         2.5643   ,  0.70629  , -0.13151  ,  1.1043   ,  0.51428  ,\n",
              "        -0.60614  , -0.5123   , -0.034909 ,  0.45906  , -0.97082  ,\n",
              "         0.76554  ,  0.0052619,  1.0155   ,  0.27476  ,  0.28309  ,\n",
              "         0.23979  , -0.85404  ,  0.36266  , -0.17013  ,  0.64426  ]),\n",
              " 'growing': array([ 1.5433e-01,  4.3595e-01,  1.1502e-01, -3.8609e-01,  1.7023e-01,\n",
              "         2.3143e-01, -4.8768e-01, -6.3689e-01,  4.3816e-01,  3.5468e-01,\n",
              "         8.5175e-02, -5.2785e-01,  3.0038e-01, -7.9170e-01,  2.2705e-01,\n",
              "         5.1301e-01,  1.7649e-04,  2.0140e-01,  4.0745e-01, -4.0810e-01,\n",
              "        -6.0896e-02, -7.1733e-01, -2.6288e-02,  1.3730e-01,  1.3531e-01,\n",
              "        -1.5389e+00,  9.8437e-02,  3.7915e-01,  7.4254e-01,  1.1035e+00,\n",
              "         3.3158e+00,  6.7828e-01,  6.6826e-01, -1.0135e+00, -7.5029e-01,\n",
              "        -3.5717e-01, -2.0146e+00, -7.9698e-02, -2.3853e-01, -5.5224e-01,\n",
              "        -7.9325e-01,  1.0066e-02, -1.7626e-01, -8.9022e-02,  1.1318e+00,\n",
              "         2.4350e-01, -3.7183e-02,  6.2480e-03, -4.6118e-01, -1.9538e-01]),\n",
              " 'green': array([-0.5767  ,  0.86953 , -0.49108 , -0.1078  ,  0.65377 ,  0.32548 ,\n",
              "        -1.326   , -1.0114  , -0.20658 , -0.79937 , -0.41455 ,  0.084769,\n",
              "         0.25426 , -0.10999 , -0.64696 ,  0.17882 ,  0.68277 , -0.019661,\n",
              "        -0.59745 , -1.0414  , -0.55979 , -0.18503 ,  0.49271 , -0.53623 ,\n",
              "        -0.63925 , -0.91267 ,  0.15709 ,  1.3784  ,  0.45686 , -0.76237 ,\n",
              "         2.5792  , -0.22079 , -0.59114 , -0.17395 ,  0.27835 ,  0.30161 ,\n",
              "        -0.12137 ,  0.21278 ,  0.23306 , -0.74012 ,  0.12318 , -0.028115,\n",
              "        -0.421   , -0.60167 ,  0.71802 ,  0.19434 , -0.11682 , -1.1335  ,\n",
              "         0.49009 , -0.020496]),\n",
              " 'forward': array([-2.5187e-01, -5.9678e-02,  2.3937e-01, -5.9733e-01,  1.0389e+00,\n",
              "         7.5563e-03, -8.4225e-01,  7.2421e-02, -4.9811e-01,  8.3433e-02,\n",
              "         5.4905e-01,  5.8966e-01, -1.5954e+00,  6.5335e-01, -5.8196e-01,\n",
              "        -1.2430e-01,  8.4378e-01, -8.1360e-01, -3.4463e-01, -5.4656e-01,\n",
              "        -7.4399e-01,  3.5024e-01, -4.2255e-01, -5.5309e-01,  2.3254e-01,\n",
              "        -1.2611e+00,  1.4391e+00,  2.0806e-01,  8.6962e-04, -1.0027e+00,\n",
              "         2.9866e+00,  8.2311e-01, -5.0475e-01, -6.6119e-01,  2.5047e-01,\n",
              "         5.2812e-02, -7.7806e-02,  6.0026e-01,  1.0477e-01, -3.1570e-01,\n",
              "        -9.5831e-02,  2.2111e-01, -1.0390e-01, -8.4292e-01, -3.1320e-01,\n",
              "         6.3379e-02,  7.9190e-01,  5.7040e-01,  1.4684e-01, -3.5119e-02]),\n",
              " 'competition': array([-0.92647 ,  0.22276 , -0.94758 ,  0.79998 , -0.95074 ,  0.21957 ,\n",
              "        -0.070951,  0.17154 ,  0.4267  ,  0.19475 ,  0.83761 , -0.14855 ,\n",
              "        -0.93902 ,  0.23998 ,  0.70822 , -0.047333,  0.63088 ,  0.33785 ,\n",
              "        -1.0629  , -1.2239  ,  0.72538 , -0.64263 , -0.37922 ,  0.59576 ,\n",
              "        -0.26413 , -1.307   , -0.28144 , -0.5377  , -0.52448 ,  0.10969 ,\n",
              "         2.9779  ,  1.2803  ,  0.09764 , -0.5003  , -0.22948 , -0.22321 ,\n",
              "         0.043266,  0.81356 , -0.80664 , -1.0092  , -0.34568 , -0.40406 ,\n",
              "         0.37123 ,  0.13692 ,  0.050289,  0.056323,  0.25236 , -0.13194 ,\n",
              "         0.15537 ,  0.049479]),\n",
              " 'poor': array([-0.53819 , -0.40788 , -0.1963  , -0.80821 ,  0.077145,  0.025785,\n",
              "        -0.50482 , -0.068887,  0.13628 ,  0.28619 ,  0.08215 , -0.26886 ,\n",
              "         0.3935  , -0.94845 ,  0.21612 , -0.19433 ,  0.17588 , -0.28373 ,\n",
              "         0.53496 , -0.26135 , -0.54512 ,  0.49143 , -0.32752 , -0.040662,\n",
              "         0.41689 , -1.0261  , -0.056752, -0.43134 ,  0.50692 ,  0.69811 ,\n",
              "         3.5451  ,  0.79069 ,  0.75455 , -0.42825 ,  0.075692,  0.35466 ,\n",
              "        -0.38997 , -0.021445,  0.55851 , -0.56601 , -0.79644 ,  0.038788,\n",
              "         0.79469 ,  0.32506 ,  0.20975 ,  0.20248 , -0.63181 ,  0.05218 ,\n",
              "         1.0731  ,  0.035629]),\n",
              " 'latest': array([ 0.53201  ,  0.010601 ,  0.14717  ,  0.58415  , -0.304    ,\n",
              "         0.038789 , -0.60231  , -0.42391  ,  0.43731  ,  0.39011  ,\n",
              "        -0.67805  , -0.67161  , -0.8444   ,  0.30765  ,  1.0249   ,\n",
              "        -0.19623  , -0.58092  , -0.51981  , -0.45577  ,  0.0040512,\n",
              "         0.41508  ,  0.10227  , -0.37032  , -0.3504   ,  0.014949 ,\n",
              "        -1.5381   , -0.98881  ,  0.14321  , -0.10912  ,  0.60185  ,\n",
              "         3.093    , -0.23535  , -0.21041  , -0.15     , -0.11692  ,\n",
              "        -0.03587  , -0.078682 , -0.67547  , -0.57396  , -0.66143  ,\n",
              "        -0.45335  ,  0.28808  , -0.30648  , -0.58466  ,  0.916    ,\n",
              "         0.2978   ,  0.51643  ,  1.3226   ,  0.1169   ,  0.062825 ]),\n",
              " 'banks': array([ 8.2710e-01, -4.8219e-01,  6.7966e-01, -2.6328e-01, -4.5816e-01,\n",
              "        -1.3364e-01, -7.3247e-01,  3.1852e-01, -4.6337e-01, -3.4561e-02,\n",
              "        -9.9436e-02,  1.0159e+00,  8.2146e-02, -1.4959e-01, -1.7242e-01,\n",
              "         7.8729e-01,  7.5757e-01, -8.5362e-01,  3.9677e-01, -3.7476e-01,\n",
              "         1.4576e+00, -7.3945e-01, -9.7499e-02, -1.3451e-01, -8.4306e-01,\n",
              "        -1.0507e+00,  2.5437e-01, -1.3626e-02, -4.8004e-01, -4.0503e-01,\n",
              "         3.5636e+00,  1.8436e-01,  1.5831e+00,  3.2820e-01,  7.0492e-04,\n",
              "        -5.0349e-01, -7.0440e-01, -7.7461e-01,  8.5403e-01, -8.4153e-01,\n",
              "        -6.8792e-01, -2.8112e-01,  1.2088e+00,  2.2196e-01, -1.0488e-01,\n",
              "        -5.1722e-01, -6.7723e-01,  3.1619e-01,  6.4571e-01, -2.9856e-01]),\n",
              " 'question': array([ 0.19854  ,  0.23367  , -0.13229  , -0.031831 ,  0.88523  ,\n",
              "         0.3204   ,  0.084608 ,  0.14071  , -0.2259   , -0.22972  ,\n",
              "        -0.65407  ,  0.16478  , -0.45206  , -0.042035 ,  0.95613  ,\n",
              "         0.44857  ,  0.23103  , -0.38818  ,  0.45169  , -0.37423  ,\n",
              "        -0.16046  ,  0.35678  ,  0.21063  ,  0.11357  ,  0.8986   ,\n",
              "        -2.338    , -0.51544  ,  0.25484  ,  0.21606  , -0.10982  ,\n",
              "         2.6156   , -0.098636 , -0.56122  , -0.88471  , -0.17587  ,\n",
              "        -0.61716  , -0.27264  ,  0.050048 , -0.19554  , -0.29152  ,\n",
              "        -0.22575  ,  0.22981  ,  0.10951  ,  0.9937   , -0.37194  ,\n",
              "         0.23874  ,  0.12534  ,  1.2378   , -0.0029151,  0.27317  ]),\n",
              " '1997': array([-0.46989  ,  0.31432  ,  0.10113  ,  0.24466  , -0.32718  ,\n",
              "         0.30054  , -0.96736  , -0.61152  , -0.0038263,  0.0032211,\n",
              "         0.33081  , -0.40485  , -0.81947  , -0.23468  ,  1.5487   ,\n",
              "        -0.029576 , -0.44343  ,  0.10573  , -0.90384  ,  0.61398  ,\n",
              "         0.64047  , -0.34173  ,  0.35517  , -0.36099  , -0.61812  ,\n",
              "        -1.0327   , -0.11388  , -0.38266  , -0.49656  ,  0.47896  ,\n",
              "         2.6134   , -0.14164  , -0.38831  , -0.15037  , -0.058876 ,\n",
              "        -0.43052  ,  0.43463  ,  0.20592  ,  0.11498  , -0.72169  ,\n",
              "        -0.74863  , -0.43871  ,  0.0096367, -0.797    , -0.84279  ,\n",
              "         0.13719  , -0.35364  , -0.21818  , -0.15784  ,  0.1048   ]),\n",
              " 'prison': array([ 0.10842  ,  0.3668   , -0.34698  , -0.8755   ,  0.20341  ,\n",
              "        -0.57639  ,  0.78038  ,  0.65956  ,  0.14093  ,  0.11955  ,\n",
              "        -0.60371  , -0.6606   ,  0.0038727, -0.35573  ,  1.0427   ,\n",
              "        -0.46914  , -0.51857  ,  0.36636  , -0.018488 ,  0.93994  ,\n",
              "         0.55604  ,  0.83478  , -0.070493 ,  0.21473  , -1.8322   ,\n",
              "        -2.5242   ,  0.99708  ,  0.21451  ,  0.27619  , -0.08395  ,\n",
              "         2.2232   , -1.1791   , -0.53085  , -0.88126  ,  0.56367  ,\n",
              "         0.72523  ,  0.57379  , -0.61366  ,  0.49217  , -0.32391  ,\n",
              "        -0.61211  ,  0.40994  ,  1.0354   ,  0.5697   ,  0.087274 ,\n",
              "        -1.1567   , -0.25585  , -1.0675   , -0.27626  , -0.1141   ]),\n",
              " 'feel': array([-0.0044021, -0.34141  , -0.22729  , -0.69283  ,  0.80244  ,\n",
              "        -0.21823  , -0.19036  ,  0.86436  , -0.6988   ,  0.58897  ,\n",
              "         0.22517  ,  0.1399   , -0.18051  ,  0.14046  ,  0.55502  ,\n",
              "         0.59184  ,  0.51439  ,  0.30326  ,  0.37276  , -1.0549   ,\n",
              "        -1.0332   ,  1.2613   ,  0.20113  ,  0.50856  ,  1.0459   ,\n",
              "        -1.509    , -1.1532   ,  0.63151  ,  1.1575   , -0.52315  ,\n",
              "         3.1025   ,  1.0674   ,  0.47125  , -0.52927  , -0.51614  ,\n",
              "        -0.31387  ,  0.011424 ,  0.017461 ,  0.026483 , -0.81318  ,\n",
              "        -0.42375  , -0.23732  ,  0.24397  ,  0.74946  ,  0.056762 ,\n",
              "         0.26774  , -0.82833  , -0.25263  , -0.29477  ,  0.611    ]),\n",
              " 'attention': array([-0.084238 ,  0.53053  ,  0.12816  , -0.28886  , -0.18125  ,\n",
              "        -0.205    , -0.096976 ,  0.070474 ,  0.23336  ,  0.14649  ,\n",
              "        -0.55293  , -0.022887 , -0.35714  , -0.35338  ,  0.61158  ,\n",
              "        -0.21432  , -0.024156 , -0.49679  ,  0.044917 , -0.55818  ,\n",
              "         0.32167  ,  0.56808  ,  0.18367  , -0.0069878,  0.7587   ,\n",
              "        -1.6715   , -0.61596  , -0.35291  ,  0.11358  ,  0.53997  ,\n",
              "         2.8148   ,  0.85088  ,  0.12374  , -1.0855   , -0.49705  ,\n",
              "         0.35443  , -0.43236  , -0.181    , -0.37668  , -0.58063  ,\n",
              "         0.28078  ,  0.63339  , -0.046038 , -0.091437 ,  0.59663  ,\n",
              "         0.066547 ,  0.062638 ,  0.5009   ,  0.23662  ,  0.16071  ]),\n",
              " ...}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 27
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "k0oMus1X_JWX",
        "colab_type": "text"
      },
      "source": [
        "사전 임베딩된 모델에서, 우리가 문장에 있는 데이터만 가지고서 embedding matrix를 만듭니다.  \n",
        "설명드리자면, 사전 임베딩된 모델은 우리가 문장에 있는 단어뿐만아니라 외부에 있는 단어(wikipedia)같은 곳에 있는 것들로도 학습이 된 것입니다.  \n",
        "따라서 우리가 훈련에 필요한 단어의 임베딩만 가져오는 작업이 필요합니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qgYIdgxiUzSY",
        "colab_type": "code",
        "outputId": "008f717a-9af2-4cc7-af3c-d0265e1a8ef9",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "vocab_size = len(tokenizer.word_index) + 1\n",
        "embedding_matrix = np.zeros((vocab_size, 50))\n",
        "np.shape(embedding_matrix)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(61085, 50)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 28
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LpX3B6LBVvER",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def get_vector(word):\n",
        "    if word in word_embedding:\n",
        "        return word_embedding[word]\n",
        "    else:\n",
        "        return None\n",
        "\n",
        "for word, i in tokenizer.word_index.items():\n",
        "    temp = get_vector(word)\n",
        "    if temp is not None:\n",
        "        embedding_matrix[i] = temp"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "DIK8mohq_spt",
        "colab_type": "text"
      },
      "source": [
        "**category는** array(['CRIME', 'ENTERTAINMENT', 'WORLD NEWS', 'IMPACT', 'POLITICS',\n",
        "       'WEIRD NEWS', 'BLACK VOICES', 'WOMEN', 'COMEDY', 'QUEER VOICES',\n",
        "       'SPORTS', 'BUSINESS', 'TRAVEL', 'MEDIA', 'TECH', 'RELIGION',\n",
        "       'SCIENCE', 'LATINO VOICES', 'EDUCATION', 'COLLEGE', 'PARENTS',\n",
        "       'ARTS & CULTURE', 'STYLE', 'GREEN', 'TASTE', 'HEALTHY LIVING',\n",
        "       'WORLDPOST', 'GOOD NEWS', 'FIFTY', 'ARTS', 'WELLNESS', 'PARENTING',\n",
        "       'HOME & LIVING', 'STYLE & BEAUTY', 'DIVORCE', 'WEDDINGS',\n",
        "       'FOOD & DRINK', 'MONEY', 'ENVIRONMENT', 'CULTURE & ARTS']  \n",
        "        **같은 문자로 이루어져 있습니다. 이 문자들을 숫자들로 변경해줍니다**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4vX8G993cqZx",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "data['category'] = data['category'].factorize()[0]"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vJtmokELczfm",
        "colab_type": "code",
        "outputId": "0c377269-dc79-41ed-83f4-ff72f31b7df8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "data['category'].unique().shape"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(40,)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 32
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YiK39HOabQo4",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "int_category = data['category'].unique().shape[0]"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "K2JOwP5j2_Fn",
        "colab_type": "text"
      },
      "source": [
        "어텐션 모형을 사용하도록 하겠습니다.  \n",
        "RNN, LSTM의 단점은, 문장이 길어질수록 훈련 과정에서 gradient가 소실되는 경향이 있습니다. 그래서 모델의 성능을 저하하기도 합니다.  \n",
        "  \n",
        "  **어텐션 모형은 LSTM 알고리즘 적용 후, 훈련 과정에서 한번 더 전의 학습 과정을 복습하는 효과를 가지게 됩니다.** 사실 유명한 모형인 BERT 모형도 어텐션 층으로 이루어진 모델을 가지고 있습니다.  \n",
        "![imgur](https://i.imgur.com/MGgDWxi.jpg)"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "KCISlVhXbf9F",
        "colab_type": "code",
        "outputId": "dfd80b40-e8ea-4eca-ffba-30dcd21773b9",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 323
        }
      },
      "source": [
        "!pip install keras-self-attention"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting keras-self-attention\n",
            "  Downloading https://files.pythonhosted.org/packages/44/3e/eb1a7c7545eede073ceda2f5d78442b6cad33b5b750d7f0742866907c34b/keras-self-attention-0.42.0.tar.gz\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from keras-self-attention) (1.17.5)\n",
            "Requirement already satisfied: Keras in /usr/local/lib/python3.6/dist-packages (from keras-self-attention) (2.2.5)\n",
            "Requirement already satisfied: keras-preprocessing>=1.1.0 in /usr/local/lib/python3.6/dist-packages (from Keras->keras-self-attention) (1.1.0)\n",
            "Requirement already satisfied: scipy>=0.14 in /usr/local/lib/python3.6/dist-packages (from Keras->keras-self-attention) (1.4.1)\n",
            "Requirement already satisfied: pyyaml in /usr/local/lib/python3.6/dist-packages (from Keras->keras-self-attention) (3.13)\n",
            "Requirement already satisfied: h5py in /usr/local/lib/python3.6/dist-packages (from Keras->keras-self-attention) (2.8.0)\n",
            "Requirement already satisfied: keras-applications>=1.0.8 in /usr/local/lib/python3.6/dist-packages (from Keras->keras-self-attention) (1.0.8)\n",
            "Requirement already satisfied: six>=1.9.0 in /usr/local/lib/python3.6/dist-packages (from Keras->keras-self-attention) (1.12.0)\n",
            "Building wheels for collected packages: keras-self-attention\n",
            "  Building wheel for keras-self-attention (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for keras-self-attention: filename=keras_self_attention-0.42.0-cp36-none-any.whl size=17296 sha256=32ab1fc748a83c5f3bee2064b7d384e61ed557cfaaec72feb0a78233bc5ae715\n",
            "  Stored in directory: /root/.cache/pip/wheels/7b/05/a0/99c0cf60d383f0494e10eca2b238ea98faca9a1fe03cac2894\n",
            "Successfully built keras-self-attention\n",
            "Installing collected packages: keras-self-attention\n",
            "Successfully installed keras-self-attention-0.42.0\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "XJI-DJsyb4mR",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from keras_self_attention import SeqWeightedAttention"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ViwEKJBh_9Vi",
        "colab_type": "text"
      },
      "source": [
        "이번에는 sparse_categorical_crossentropy를 사용하도록 하겠습니다.  \n",
        "보통 categorical_crossentropy 같은 경우에는 만약에 라벨이 0,1,2 라면, [1,0,0], [0,1,0], [0,0,1]로 변환하는 작업이 필요합니다.  \n",
        "sparse_categorical_crossentropy 같은 경우에는 라벨을 변환할 필요 없이 훈련에 라벨을 사용할 수 있습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Z8kxNGRbWM2h",
        "colab_type": "code",
        "outputId": "a88a570a-75e3-4df2-e1ad-bb60483ce6e1",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 413
        }
      },
      "source": [
        "e = Embedding(vocab_size, 50, weights=[embedding_matrix], input_length=max_len, trainable=False)\n",
        "inputs = Input(shape=(max_len,), dtype='int32')\n",
        "embedding= e(inputs)\n",
        "x = Bidirectional(LSTM(50, return_sequences=True))(embedding)\n",
        "merged = SeqWeightedAttention()(x) #attention layer 추가\n",
        "merged = Dense(80, activation='relu')(merged)\n",
        "merged = Dropout(0.25)(merged)\n",
        "\n",
        "outputs = Dense(int_category, activation='softmax')(merged)\n",
        "\n",
        "attention_model = Model(inputs=inputs, outputs=outputs)\n",
        "attention_model.compile(loss='sparse_categorical_crossentropy', optimizer='adam', metrics=['sparse_categorical_accuracy'])\n",
        "\n",
        "attention_model.summary()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Model: \"model_8\"\n",
            "_________________________________________________________________\n",
            "Layer (type)                 Output Shape              Param #   \n",
            "=================================================================\n",
            "input_8 (InputLayer)         (None, 80)                0         \n",
            "_________________________________________________________________\n",
            "embedding_8 (Embedding)      (None, 80, 50)            3054250   \n",
            "_________________________________________________________________\n",
            "bidirectional_7 (Bidirection (None, 80, 100)           40400     \n",
            "_________________________________________________________________\n",
            "seq_weighted_attention_8 (Se (None, 100)               101       \n",
            "_________________________________________________________________\n",
            "dense_13 (Dense)             (None, 80)                8080      \n",
            "_________________________________________________________________\n",
            "dropout_13 (Dropout)         (None, 80)                0         \n",
            "_________________________________________________________________\n",
            "dense_14 (Dense)             (None, 40)                3240      \n",
            "=================================================================\n",
            "Total params: 3,106,071\n",
            "Trainable params: 51,821\n",
            "Non-trainable params: 3,054,250\n",
            "_________________________________________________________________\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1XUy9Qt1BFqp",
        "colab_type": "text"
      },
      "source": [
        "모델의 FLOW를 그림으로 나타내 보도록 하겠습니다."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OLSqlZK9e6AH",
        "colab_type": "code",
        "outputId": "6a92d82b-8210-45ad-8832-7992b18be1ad",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 601
        }
      },
      "source": [
        "from IPython.display import SVG\n",
        "from keras.utils import model_to_dot\n",
        "SVG(model_to_dot(attention_model, dpi=65).create(prog='dot', format='svg'))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<IPython.core.display.SVG object>"
            ],
            "image/svg+xml": "<svg height=\"436pt\" viewBox=\"0.00 0.00 313.00 483.00\" width=\"283pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n<g class=\"graph\" id=\"graph0\" transform=\"scale(.9028 .9028) rotate(0) translate(4 479)\">\n<title>G</title>\n<polygon fill=\"#ffffff\" points=\"-4,4 -4,-479 309,-479 309,4 -4,4\" stroke=\"transparent\"/>\n<!-- 140043742703064 -->\n<g class=\"node\" id=\"node1\">\n<title>140043742703064</title>\n<polygon fill=\"none\" points=\"86,-438.5 86,-474.5 219,-474.5 219,-438.5 86,-438.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Times,serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"152.5\" y=\"-452.8\">input_8: InputLayer</text>\n</g>\n<!-- 140043742702952 -->\n<g class=\"node\" id=\"node2\">\n<title>140043742702952</title>\n<polygon fill=\"none\" points=\"67,-365.5 67,-401.5 238,-401.5 238,-365.5 67,-365.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Times,serif\" 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          },
          "metadata": {
            "tags": []
          },
          "execution_count": 65
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "uC16pH5JcQo4",
        "colab_type": "code",
        "outputId": "0ca25751-0e3e-48f4-d355-750e82420ca4",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "history = attention_model.fit(x_train, y_train, batch_size = 2048, validation_split=0.1, shuffle=True, epochs=40)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Train on 180767 samples, validate on 20086 samples\n",
            "Epoch 1/40\n",
            "180767/180767 [==============================] - 24s 135us/step - loss: 3.1544 - sparse_categorical_accuracy: 0.2254 - val_loss: 2.8328 - val_sparse_categorical_accuracy: 0.2658\n",
            "Epoch 2/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 2.5191 - sparse_categorical_accuracy: 0.3505 - val_loss: 2.2996 - val_sparse_categorical_accuracy: 0.4387\n",
            "Epoch 3/40\n",
            "180767/180767 [==============================] - 22s 122us/step - loss: 2.2512 - sparse_categorical_accuracy: 0.4048 - val_loss: 2.0994 - val_sparse_categorical_accuracy: 0.4774\n",
            "Epoch 4/40\n",
            "180767/180767 [==============================] - 22s 119us/step - loss: 2.1273 - sparse_categorical_accuracy: 0.4309 - val_loss: 2.0591 - val_sparse_categorical_accuracy: 0.4868\n",
            "Epoch 5/40\n",
            "180767/180767 [==============================] - 22s 122us/step - loss: 2.0446 - sparse_categorical_accuracy: 0.4506 - val_loss: 1.8454 - val_sparse_categorical_accuracy: 0.5359\n",
            "Epoch 6/40\n",
            "180767/180767 [==============================] - 22s 121us/step - loss: 1.9820 - sparse_categorical_accuracy: 0.4668 - val_loss: 1.8789 - val_sparse_categorical_accuracy: 0.5244\n",
            "Epoch 7/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.9339 - sparse_categorical_accuracy: 0.4773 - val_loss: 1.7789 - val_sparse_categorical_accuracy: 0.5536\n",
            "Epoch 8/40\n",
            "180767/180767 [==============================] - 22s 122us/step - loss: 1.8940 - sparse_categorical_accuracy: 0.4879 - val_loss: 1.7980 - val_sparse_categorical_accuracy: 0.5495\n",
            "Epoch 9/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.8640 - sparse_categorical_accuracy: 0.4936 - val_loss: 1.7748 - val_sparse_categorical_accuracy: 0.5555\n",
            "Epoch 10/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.8369 - sparse_categorical_accuracy: 0.5010 - val_loss: 1.7039 - val_sparse_categorical_accuracy: 0.5716\n",
            "Epoch 11/40\n",
            "180767/180767 [==============================] - 22s 123us/step - loss: 1.8136 - sparse_categorical_accuracy: 0.5068 - val_loss: 1.6819 - val_sparse_categorical_accuracy: 0.5762\n",
            "Epoch 12/40\n",
            "180767/180767 [==============================] - 21s 118us/step - loss: 1.7949 - sparse_categorical_accuracy: 0.5106 - val_loss: 1.7210 - val_sparse_categorical_accuracy: 0.5712\n",
            "Epoch 13/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.7748 - sparse_categorical_accuracy: 0.5153 - val_loss: 1.6317 - val_sparse_categorical_accuracy: 0.5869\n",
            "Epoch 14/40\n",
            "180767/180767 [==============================] - 22s 121us/step - loss: 1.7586 - sparse_categorical_accuracy: 0.5191 - val_loss: 1.6818 - val_sparse_categorical_accuracy: 0.5780\n",
            "Epoch 15/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.7435 - sparse_categorical_accuracy: 0.5224 - val_loss: 1.5939 - val_sparse_categorical_accuracy: 0.5961\n",
            "Epoch 16/40\n",
            "180767/180767 [==============================] - 22s 123us/step - loss: 1.7275 - sparse_categorical_accuracy: 0.5265 - val_loss: 1.6131 - val_sparse_categorical_accuracy: 0.5955\n",
            "Epoch 17/40\n",
            "180767/180767 [==============================] - 22s 121us/step - loss: 1.7164 - sparse_categorical_accuracy: 0.5283 - val_loss: 1.6266 - val_sparse_categorical_accuracy: 0.5924\n",
            "Epoch 18/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.7038 - sparse_categorical_accuracy: 0.5321 - val_loss: 1.5555 - val_sparse_categorical_accuracy: 0.6081\n",
            "Epoch 19/40\n",
            "180767/180767 [==============================] - 22s 123us/step - loss: 1.6940 - sparse_categorical_accuracy: 0.5349 - val_loss: 1.6588 - val_sparse_categorical_accuracy: 0.5869\n",
            "Epoch 20/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.6827 - sparse_categorical_accuracy: 0.5375 - val_loss: 1.5693 - val_sparse_categorical_accuracy: 0.6027\n",
            "Epoch 21/40\n",
            "180767/180767 [==============================] - 21s 118us/step - loss: 1.6745 - sparse_categorical_accuracy: 0.5391 - val_loss: 1.5615 - val_sparse_categorical_accuracy: 0.6074\n",
            "Epoch 22/40\n",
            "180767/180767 [==============================] - 22s 122us/step - loss: 1.6650 - sparse_categorical_accuracy: 0.5411 - val_loss: 1.5317 - val_sparse_categorical_accuracy: 0.6088\n",
            "Epoch 23/40\n",
            "180767/180767 [==============================] - 22s 119us/step - loss: 1.6563 - sparse_categorical_accuracy: 0.5429 - val_loss: 1.5879 - val_sparse_categorical_accuracy: 0.6000\n",
            "Epoch 24/40\n",
            "180767/180767 [==============================] - 22s 122us/step - loss: 1.6478 - sparse_categorical_accuracy: 0.5459 - val_loss: 1.5186 - val_sparse_categorical_accuracy: 0.6141\n",
            "Epoch 25/40\n",
            "180767/180767 [==============================] - 22s 122us/step - loss: 1.6404 - sparse_categorical_accuracy: 0.5472 - val_loss: 1.5883 - val_sparse_categorical_accuracy: 0.6022\n",
            "Epoch 26/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.6308 - sparse_categorical_accuracy: 0.5488 - val_loss: 1.5202 - val_sparse_categorical_accuracy: 0.6132\n",
            "Epoch 27/40\n",
            "180767/180767 [==============================] - 22s 121us/step - loss: 1.6246 - sparse_categorical_accuracy: 0.5504 - val_loss: 1.5390 - val_sparse_categorical_accuracy: 0.6119\n",
            "Epoch 28/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.6166 - sparse_categorical_accuracy: 0.5525 - val_loss: 1.5731 - val_sparse_categorical_accuracy: 0.6019\n",
            "Epoch 29/40\n",
            "180767/180767 [==============================] - 22s 119us/step - loss: 1.6112 - sparse_categorical_accuracy: 0.5533 - val_loss: 1.4975 - val_sparse_categorical_accuracy: 0.6194\n",
            "Epoch 30/40\n",
            "180767/180767 [==============================] - 22s 123us/step - loss: 1.6029 - sparse_categorical_accuracy: 0.5563 - val_loss: 1.5700 - val_sparse_categorical_accuracy: 0.6041\n",
            "Epoch 31/40\n",
            "180767/180767 [==============================] - 22s 119us/step - loss: 1.5995 - sparse_categorical_accuracy: 0.5568 - val_loss: 1.5099 - val_sparse_categorical_accuracy: 0.6178\n",
            "Epoch 32/40\n",
            "180767/180767 [==============================] - 22s 119us/step - loss: 1.5928 - sparse_categorical_accuracy: 0.5573 - val_loss: 1.5653 - val_sparse_categorical_accuracy: 0.6061\n",
            "Epoch 33/40\n",
            "180767/180767 [==============================] - 22s 121us/step - loss: 1.5857 - sparse_categorical_accuracy: 0.5585 - val_loss: 1.5159 - val_sparse_categorical_accuracy: 0.6150\n",
            "Epoch 34/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.5826 - sparse_categorical_accuracy: 0.5609 - val_loss: 1.4977 - val_sparse_categorical_accuracy: 0.6191\n",
            "Epoch 35/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.5769 - sparse_categorical_accuracy: 0.5610 - val_loss: 1.5300 - val_sparse_categorical_accuracy: 0.6098\n",
            "Epoch 36/40\n",
            "180767/180767 [==============================] - 22s 122us/step - loss: 1.5713 - sparse_categorical_accuracy: 0.5623 - val_loss: 1.5576 - val_sparse_categorical_accuracy: 0.6060\n",
            "Epoch 37/40\n",
            "180767/180767 [==============================] - 22s 121us/step - loss: 1.5657 - sparse_categorical_accuracy: 0.5637 - val_loss: 1.4649 - val_sparse_categorical_accuracy: 0.6272\n",
            "Epoch 38/40\n",
            "180767/180767 [==============================] - 22s 122us/step - loss: 1.5633 - sparse_categorical_accuracy: 0.5648 - val_loss: 1.5292 - val_sparse_categorical_accuracy: 0.6130\n",
            "Epoch 39/40\n",
            "180767/180767 [==============================] - 22s 120us/step - loss: 1.5590 - sparse_categorical_accuracy: 0.5651 - val_loss: 1.5733 - val_sparse_categorical_accuracy: 0.6048\n",
            "Epoch 40/40\n",
            "180767/180767 [==============================] - 22s 121us/step - loss: 1.5543 - sparse_categorical_accuracy: 0.5662 - val_loss: 1.5067 - val_sparse_categorical_accuracy: 0.6157\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LhhiQi6-uurT",
        "colab_type": "code",
        "outputId": "7ffc2b48-9497-4666-cc03-f1d33adb817c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        }
      },
      "source": [
        "epochs = range(1, len(history.history['sparse_categorical_accuracy']) + 1)\n",
        "plt.plot(epochs, history.history['sparse_categorical_accuracy'])\n",
        "plt.plot(epochs, history.history['val_sparse_categorical_accuracy'])\n",
        "plt.title('Training')\n",
        "plt.ylabel('acc')\n",
        "plt.xlabel('epochs')\n",
        "plt.legend(['train', 'val'], loc='upper left')\n",
        "plt.grid()\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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FbUMTmwoDbC4K7PO6dXf1PiNuJmzcyoD0RAamu3qAWeMHuArg3kkMyejF0Mxe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\nliUIY4wxYf1/bXFa384LcfUAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JO0Zx5Rt-uif",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}