RNN_text_processing_WorkShop.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 247,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 119
    },
    "id": "s79dUAcR6y8f",
    "outputId": "ce16a63f-27a6-4661-8143-3cd4ec17b7da"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2.8.0\n"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "print(tf.__version__)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 248,
   "metadata": {
    "id": "7ZjhmiCi66lb"
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from sklearn.model_selection import train_test_split\n",
    "\n",
    "from tensorflow.keras.preprocessing.text import Tokenizer\n",
    "from tensorflow.keras.preprocessing.sequence import pad_sequences\n",
    "from tensorflow.keras.layers import Dense, Input, GlobalMaxPooling1D\n",
    "from tensorflow.keras.layers import LSTM, Embedding\n",
    "\n",
    "from tensorflow.keras.models import Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 249,
   "metadata": {},
   "outputs": [],
   "source": [
    "#data processing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 250,
   "metadata": {
    "id": "2X3TBMqM7HBT"
   },
   "outputs": [],
   "source": [
    "df = pd.read_csv('potentially_abuse_V2.csv',encoding='unicode_escape')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 251,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 204
    },
    "id": "OliYFF7F9Rx9",
    "outputId": "bdce4739-4ea3-4c33-d218-bb326b67e1de"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>label</th>\n",
       "      <th>selftext</th>\n",
       "      <th>role</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>However my stepfather was intoxicated and ass...</td>\n",
       "      <td>perpetrator</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>I (27f) have recently escaped an abusive relat...</td>\n",
       "      <td>victim</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>Is anyone aware of an online support group for...</td>\n",
       "      <td>victim</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>Has anyone had to show up for the abuser__ con...</td>\n",
       "      <td>victim</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>There was a fair amount of financial abuse in...</td>\n",
       "      <td>witness</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   label                                           selftext         role\n",
       "0      1   However my stepfather was intoxicated and ass...  perpetrator\n",
       "1      1  I (27f) have recently escaped an abusive relat...       victim\n",
       "2      1  Is anyone aware of an online support group for...       victim\n",
       "3      1  Has anyone had to show up for the abuser__ con...       victim\n",
       "4      1   There was a fair amount of financial abuse in...      witness"
      ]
     },
     "execution_count": 251,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 252,
   "metadata": {
    "id": "keaeAYpz9rOm"
   },
   "outputs": [],
   "source": [
    "# drop unnecessary columns\n",
    "df = df.drop([\"role\"], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 253,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 204
    },
    "id": "lvS0Tvlk9sQu",
    "outputId": "387c5000-4a57-42bc-b6fd-c1d15e0460f2"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>label</th>\n",
       "      <th>selftext</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>However my stepfather was intoxicated and ass...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>I (27f) have recently escaped an abusive relat...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>Is anyone aware of an online support group for...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>Has anyone had to show up for the abuser__ con...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>There was a fair amount of financial abuse in...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   label                                           selftext\n",
       "0      1   However my stepfather was intoxicated and ass...\n",
       "1      1  I (27f) have recently escaped an abusive relat...\n",
       "2      1  Is anyone aware of an online support group for...\n",
       "3      1  Has anyone had to show up for the abuser__ con...\n",
       "4      1   There was a fair amount of financial abuse in..."
      ]
     },
     "execution_count": 253,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 254,
   "metadata": {
    "id": "GNTZG5OW9u2b"
   },
   "outputs": [],
   "source": [
    "# rename columns to something better\n",
    "df.columns = ['labels', 'data']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 255,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 204
    },
    "id": "w2OLDmdi9yUH",
    "outputId": "b0cbf9de-d274-4fc5-babd-96f6117b573c"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>labels</th>\n",
       "      <th>data</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>However my stepfather was intoxicated and ass...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>I (27f) have recently escaped an abusive relat...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>Is anyone aware of an online support group for...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>Has anyone had to show up for the abuser__ con...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>There was a fair amount of financial abuse in...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   labels                                               data\n",
       "0       1   However my stepfather was intoxicated and ass...\n",
       "1       1  I (27f) have recently escaped an abusive relat...\n",
       "2       1  Is anyone aware of an online support group for...\n",
       "3       1  Has anyone had to show up for the abuser__ con...\n",
       "4       1   There was a fair amount of financial abuse in..."
      ]
     },
     "execution_count": 255,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 256,
   "metadata": {},
   "outputs": [],
   "source": [
    "df[\"label_numerics\"]= df[\"labels\"]\n",
    "Y = df[\"label_numerics\"].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 257,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>labels</th>\n",
       "      <th>data</th>\n",
       "      <th>label_numerics</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>However my stepfather was intoxicated and ass...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>I (27f) have recently escaped an abusive relat...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>Is anyone aware of an online support group for...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>Has anyone had to show up for the abuser__ con...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>There was a fair amount of financial abuse in...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>995</th>\n",
       "      <td>0</td>\n",
       "      <td>He told me that he would NEVER lay a finger o...</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>996</th>\n",
       "      <td>0</td>\n",
       "      <td>But he told me that he has a problem with alc...</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>997</th>\n",
       "      <td>0</td>\n",
       "      <td>The first time he Was drunk and I pissed him ...</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>998</th>\n",
       "      <td>1</td>\n",
       "      <td>He dragged me down my hallway into my garage</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>999</th>\n",
       "      <td>1</td>\n",
       "      <td>Ok so a close friend is being basically held a...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1000 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     labels                                               data  label_numerics\n",
       "0         1   However my stepfather was intoxicated and ass...               1\n",
       "1         1  I (27f) have recently escaped an abusive relat...               1\n",
       "2         1  Is anyone aware of an online support group for...               1\n",
       "3         1  Has anyone had to show up for the abuser__ con...               1\n",
       "4         1   There was a fair amount of financial abuse in...               1\n",
       "..      ...                                                ...             ...\n",
       "995       0   He told me that he would NEVER lay a finger o...               0\n",
       "996       0   But he told me that he has a problem with alc...               0\n",
       "997       0   The first time he Was drunk and I pissed him ...               0\n",
       "998       1       He dragged me down my hallway into my garage               1\n",
       "999       1  Ok so a close friend is being basically held a...               1\n",
       "\n",
       "[1000 rows x 3 columns]"
      ]
     },
     "execution_count": 257,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 258,
   "metadata": {
    "id": "mbEYhaMz9zkB",
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "df['b_labels'] = df['labels']\n",
    "Y = df['b_labels'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 259,
   "metadata": {},
   "outputs": [],
   "source": [
    "#TRAIN TEST SPLIT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 260,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_train, df_test,Ytrain, Ytest= train_test_split(df['data'], Y, test_size=0.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 261,
   "metadata": {},
   "outputs": [],
   "source": [
    "max_words=2000\n",
    "tokenizer = Tokenizer(num_words=max_words)\n",
    "tokenizer.fit_on_texts(df_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 262,
   "metadata": {},
   "outputs": [],
   "source": [
    "sequences_train = tokenizer.texts_to_sequences(df_train)\n",
    "sequences_test= tokenizer.texts_to_sequences(df_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 263,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[6, 118, 10, 512, 352, 4, 65, 663, 253, 4, 664, 2, 6, 102, 9, 4, 1023],\n",
       " [254, 41, 141, 9, 56, 353, 21, 57, 227, 5, 119, 23, 45],\n",
       " [414, 25, 276, 127, 61, 1, 69, 26, 9, 4, 23, 255],\n",
       " [8, 134, 16, 158, 103, 78, 256],\n",
       " [1, 91, 104, 66, 70, 3, 228, 21, 83, 513],\n",
       " [150,\n",
       "  59,\n",
       "  1,\n",
       "  193,\n",
       "  665,\n",
       "  92,\n",
       "  13,\n",
       "  6,\n",
       "  33,\n",
       "  15,\n",
       "  142,\n",
       "  3,\n",
       "  7,\n",
       "  12,\n",
       "  4,\n",
       "  65,\n",
       "  2,\n",
       "  12,\n",
       "  4,\n",
       "  277,\n",
       "  54,\n",
       "  514,\n",
       "  185,\n",
       "  5,\n",
       "  213,\n",
       "  71],\n",
       " [4, 105, 14, 1024, 7, 13, 42, 48, 3, 47, 79, 24, 414, 229],\n",
       " [1025, 5, 1026, 9, 86, 1, 1027, 3, 194],\n",
       " [1, 278, 8, 11, 38, 415, 257, 24, 42, 6, 55, 8, 67, 228, 128, 195, 7],\n",
       " [1,\n",
       "  5,\n",
       "  354,\n",
       "  76,\n",
       "  176,\n",
       "  666,\n",
       "  54,\n",
       "  69,\n",
       "  83,\n",
       "  38,\n",
       "  23,\n",
       "  45,\n",
       "  39,\n",
       "  1,\n",
       "  11,\n",
       "  416,\n",
       "  2,\n",
       "  4,\n",
       "  90,\n",
       "  11,\n",
       "  355],\n",
       " [1,\n",
       "  11,\n",
       "  667,\n",
       "  230,\n",
       "  668,\n",
       "  2,\n",
       "  106,\n",
       "  3,\n",
       "  279,\n",
       "  143,\n",
       "  41,\n",
       "  1,\n",
       "  151,\n",
       "  417,\n",
       "  49,\n",
       "  143,\n",
       "  79,\n",
       "  1028,\n",
       "  1029],\n",
       " [34, 3, 144, 5, 1030],\n",
       " [1,\n",
       "  11,\n",
       "  418,\n",
       "  1031,\n",
       "  83,\n",
       "  5,\n",
       "  515,\n",
       "  2,\n",
       "  34,\n",
       "  5,\n",
       "  196,\n",
       "  1032,\n",
       "  31,\n",
       "  1033,\n",
       "  42,\n",
       "  7,\n",
       "  669,\n",
       "  1034,\n",
       "  8,\n",
       "  11,\n",
       "  37,\n",
       "  3,\n",
       "  62,\n",
       "  7,\n",
       "  186,\n",
       "  1,\n",
       "  1035,\n",
       "  2,\n",
       "  62,\n",
       "  19,\n",
       "  3,\n",
       "  47,\n",
       "  26,\n",
       "  9,\n",
       "  15,\n",
       "  515],\n",
       " [177, 3, 103, 32, 71, 15, 4, 84, 670, 14, 120, 23],\n",
       " [39, 1, 356, 19, 77, 15, 357, 8, 151, 1036, 24, 30, 671, 280],\n",
       " [141,\n",
       "  672,\n",
       "  673,\n",
       "  11,\n",
       "  1037,\n",
       "  7,\n",
       "  1038,\n",
       "  2,\n",
       "  281,\n",
       "  674,\n",
       "  1,\n",
       "  50,\n",
       "  1039,\n",
       "  1040,\n",
       "  3,\n",
       "  516,\n",
       "  92,\n",
       "  2,\n",
       "  159,\n",
       "  16,\n",
       "  3,\n",
       "  194,\n",
       "  92,\n",
       "  1041,\n",
       "  3,\n",
       "  77,\n",
       "  11,\n",
       "  75,\n",
       "  20,\n",
       "  1042,\n",
       "  40,\n",
       "  1,\n",
       "  11,\n",
       "  160,\n",
       "  11,\n",
       "  1043,\n",
       "  13,\n",
       "  1044,\n",
       "  5,\n",
       "  318,\n",
       "  114,\n",
       "  2,\n",
       "  17,\n",
       "  1045,\n",
       "  61,\n",
       "  39,\n",
       "  16,\n",
       "  142,\n",
       "  158,\n",
       "  2,\n",
       "  4,\n",
       "  675,\n",
       "  81,\n",
       "  11,\n",
       "  517,\n",
       "  2,\n",
       "  319,\n",
       "  13,\n",
       "  4,\n",
       "  98,\n",
       "  3,\n",
       "  98,\n",
       "  4,\n",
       "  518,\n",
       "  1,\n",
       "  85,\n",
       "  1,\n",
       "  519,\n",
       "  52,\n",
       "  128,\n",
       "  1,\n",
       "  18,\n",
       "  419,\n",
       "  161],\n",
       " [1, 420, 129, 421, 70, 1, 676, 3, 47, 185, 49, 4, 282],\n",
       " [115, 197, 8, 62, 7, 40, 1, 677, 358, 19, 4, 359],\n",
       " [678, 283, 16, 48, 4, 121, 69, 231, 2, 34, 7, 520, 32, 71],\n",
       " [115, 679, 1, 69, 232, 79, 4, 84],\n",
       " [162, 320, 1046],\n",
       " [1, 116, 10, 5, 1047, 28, 1, 73, 417, 16, 68, 1048],\n",
       " [18, 419, 81, 14, 10, 6, 360, 284, 9, 45],\n",
       " [57, 1049, 680],\n",
       " [8,\n",
       "  106,\n",
       "  7,\n",
       "  15,\n",
       "  8,\n",
       "  50,\n",
       "  67,\n",
       "  681,\n",
       "  5,\n",
       "  1050,\n",
       "  20,\n",
       "  7,\n",
       "  2,\n",
       "  15,\n",
       "  8,\n",
       "  50,\n",
       "  67,\n",
       "  93,\n",
       "  7,\n",
       "  46,\n",
       "  233,\n",
       "  4,\n",
       "  682],\n",
       " [4, 361, 121, 362, 3, 44, 234, 42, 7, 10, 94, 130],\n",
       " [1, 321, 5, 258, 521, 37, 6, 1051, 683, 10, 4, 522, 684, 2, 259, 235, 142],\n",
       " [22,\n",
       "  85,\n",
       "  1052,\n",
       "  47,\n",
       "  29,\n",
       "  15,\n",
       "  12,\n",
       "  198,\n",
       "  81,\n",
       "  1053,\n",
       "  685,\n",
       "  2,\n",
       "  1,\n",
       "  85,\n",
       "  8,\n",
       "  81,\n",
       "  1,\n",
       "  17,\n",
       "  58,\n",
       "  686,\n",
       "  61,\n",
       "  18,\n",
       "  1054,\n",
       "  10,\n",
       "  1055],\n",
       " [422, 9, 4, 33, 11, 80, 423, 1056, 687],\n",
       " [131, 1, 11, 80, 1057, 163, 79, 4, 523],\n",
       " [63,\n",
       "  122,\n",
       "  54,\n",
       "  27,\n",
       "  145,\n",
       "  164,\n",
       "  6,\n",
       "  688,\n",
       "  9,\n",
       "  87,\n",
       "  2,\n",
       "  260,\n",
       "  33,\n",
       "  1,\n",
       "  107,\n",
       "  68,\n",
       "  689,\n",
       "  12,\n",
       "  690,\n",
       "  20,\n",
       "  691,\n",
       "  322,\n",
       "  94,\n",
       "  127],\n",
       " [24,\n",
       "  41,\n",
       "  5,\n",
       "  323,\n",
       "  324,\n",
       "  16,\n",
       "  2,\n",
       "  524,\n",
       "  99,\n",
       "  16,\n",
       "  58,\n",
       "  1058,\n",
       "  3,\n",
       "  199,\n",
       "  176,\n",
       "  56,\n",
       "  28,\n",
       "  40,\n",
       "  16,\n",
       "  692,\n",
       "  178,\n",
       "  63,\n",
       "  261,\n",
       "  665],\n",
       " [115, 165, 11, 4, 361, 693],\n",
       " [1, 694, 4, 166, 3, 44, 38, 120, 23, 196],\n",
       " [1, 11, 119, 2, 525, 99, 63, 5, 1059, 2, 285, 35, 10, 5, 179],\n",
       " [4, 167, 695, 14, 80, 99, 79, 18, 84, 1060],\n",
       " [4, 108, 14, 1061],\n",
       " [28, 696, 200, 8, 1062, 214, 49, 7],\n",
       " [286, 2, 1063, 93],\n",
       " [1,\n",
       "  51,\n",
       "  5,\n",
       "  236,\n",
       "  1064,\n",
       "  1065,\n",
       "  325,\n",
       "  72,\n",
       "  54,\n",
       "  27,\n",
       "  201,\n",
       "  1066,\n",
       "  40,\n",
       "  1,\n",
       "  28,\n",
       "  1067,\n",
       "  49,\n",
       "  6,\n",
       "  1068,\n",
       "  2,\n",
       "  6,\n",
       "  202,\n",
       "  697,\n",
       "  2,\n",
       "  1069],\n",
       " [186, 8, 424, 83, 31, 698, 12, 425, 237, 67, 3, 44, 686, 158],\n",
       " [1,\n",
       "  28,\n",
       "  287,\n",
       "  426,\n",
       "  1,\n",
       "  1070,\n",
       "  254,\n",
       "  77,\n",
       "  3,\n",
       "  52,\n",
       "  48,\n",
       "  4,\n",
       "  180,\n",
       "  107,\n",
       "  116,\n",
       "  12,\n",
       "  89,\n",
       "  121,\n",
       "  1071,\n",
       "  36,\n",
       "  288,\n",
       "  289,\n",
       "  7,\n",
       "  363,\n",
       "  13,\n",
       "  215,\n",
       "  253,\n",
       "  5,\n",
       "  197,\n",
       "  46,\n",
       "  146],\n",
       " [100, 4, 102, 699, 146, 1072, 83, 6, 526],\n",
       " [28, 5, 165, 71, 4, 64, 11, 290, 2, 1, 11, 1073],\n",
       " [700, 1, 11, 1074, 5, 291, 135, 20, 4, 1075],\n",
       " [16, 11, 701, 2, 179, 2, 364, 15, 55, 1, 1076, 1077],\n",
       " [1, 203, 204, 49, 292, 12, 38, 527, 1078],\n",
       " [1, 134, 214, 10, 4, 1079, 24, 8, 151, 109, 3, 145, 74],\n",
       " [4, 64, 34, 7, 61, 702],\n",
       " [1, 107, 88, 187],\n",
       " [43, 168, 216, 10, 217, 131, 57, 188, 293, 217, 13, 6, 189, 76],\n",
       " [1, 117, 67, 1080, 12, 87, 33, 114],\n",
       " [427, 428, 429, 430, 703, 81, 14, 261, 9, 33, 2, 704, 144, 19, 528],\n",
       " [1, 129, 421, 70, 1081, 204],\n",
       " [10, 6, 205, 177, 32, 43, 529, 217, 5, 181, 142],\n",
       " [1, 363, 10, 6, 1082, 431, 13, 78, 59],\n",
       " [1, 117, 25, 365, 4, 90, 37, 182, 32],\n",
       " [1, 366, 3, 193, 4, 705, 1083],\n",
       " [706, 70, 8, 131, 132, 20, 7, 39, 1, 11, 707],\n",
       " [294,\n",
       "  5,\n",
       "  147,\n",
       "  78,\n",
       "  1084,\n",
       "  2,\n",
       "  1,\n",
       "  1085,\n",
       "  38,\n",
       "  176,\n",
       "  1086,\n",
       "  9,\n",
       "  92,\n",
       "  49,\n",
       "  6,\n",
       "  76,\n",
       "  1087,\n",
       "  2,\n",
       "  8,\n",
       "  201,\n",
       "  31,\n",
       "  262],\n",
       " [4,\n",
       "  84,\n",
       "  1088,\n",
       "  62,\n",
       "  7,\n",
       "  61,\n",
       "  6,\n",
       "  115,\n",
       "  55,\n",
       "  5,\n",
       "  165,\n",
       "  2,\n",
       "  5,\n",
       "  530,\n",
       "  46,\n",
       "  5,\n",
       "  367,\n",
       "  9,\n",
       "  263,\n",
       "  71],\n",
       " [1,\n",
       "  51,\n",
       "  28,\n",
       "  708,\n",
       "  432,\n",
       "  9,\n",
       "  709,\n",
       "  37,\n",
       "  16,\n",
       "  1,\n",
       "  68,\n",
       "  51,\n",
       "  206,\n",
       "  52,\n",
       "  1,\n",
       "  17,\n",
       "  3,\n",
       "  1089,\n",
       "  89,\n",
       "  2,\n",
       "  1090,\n",
       "  92,\n",
       "  2,\n",
       "  669,\n",
       "  1,\n",
       "  710,\n",
       "  1,\n",
       "  129,\n",
       "  110,\n",
       "  169],\n",
       " [1, 117, 207, 145, 3, 531, 1, 368, 37, 295, 78, 74, 4, 84, 14, 5, 711, 64],\n",
       " [294, 1091, 8, 85, 8, 50, 47, 68, 415, 2, 1092, 18],\n",
       " [1, 95, 201, 4, 1093, 296, 40, 9, 6, 64, 38, 1094, 532, 1095, 18, 13, 218],\n",
       " [219,\n",
       "  197,\n",
       "  1,\n",
       "  712,\n",
       "  3,\n",
       "  533,\n",
       "  3,\n",
       "  194,\n",
       "  4,\n",
       "  102,\n",
       "  433,\n",
       "  534,\n",
       "  2,\n",
       "  194,\n",
       "  4,\n",
       "  72,\n",
       "  67,\n",
       "  88,\n",
       "  141,\n",
       "  220,\n",
       "  9,\n",
       "  434,\n",
       "  158],\n",
       " [63, 1, 285, 35, 1, 713, 22, 14, 38, 120, 23, 118, 3, 435, 7, 2, 4, 166],\n",
       " [8, 95, 297, 3, 190, 280, 39, 1, 11, 714],\n",
       " [28, 369, 4, 264, 2, 1, 370, 35],\n",
       " [60, 30, 152, 26, 715, 535, 15, 6, 153, 34, 25, 119, 179, 20, 5, 536, 716],\n",
       " [61,\n",
       "  326,\n",
       "  35,\n",
       "  12,\n",
       "  19,\n",
       "  5,\n",
       "  147,\n",
       "  127,\n",
       "  71,\n",
       "  154,\n",
       "  717,\n",
       "  35,\n",
       "  3,\n",
       "  680,\n",
       "  2,\n",
       "  16,\n",
       "  718,\n",
       "  537,\n",
       "  3,\n",
       "  7],\n",
       " [203, 1, 51, 10, 5, 719, 720, 721, 238, 4, 64, 13, 722],\n",
       " [12, 1096, 2, 538, 1097, 35],\n",
       " [16, 30, 142, 371],\n",
       " [22,\n",
       "  436,\n",
       "  20,\n",
       "  5,\n",
       "  1098,\n",
       "  539,\n",
       "  1099,\n",
       "  1100,\n",
       "  1101,\n",
       "  3,\n",
       "  193,\n",
       "  6,\n",
       "  96,\n",
       "  40,\n",
       "  22,\n",
       "  278,\n",
       "  8,\n",
       "  297,\n",
       "  18,\n",
       "  3,\n",
       "  193,\n",
       "  6,\n",
       "  96,\n",
       "  79,\n",
       "  188,\n",
       "  141,\n",
       "  723,\n",
       "  1102,\n",
       "  2,\n",
       "  6,\n",
       "  33,\n",
       "  50,\n",
       "  47,\n",
       "  200,\n",
       "  298,\n",
       "  41,\n",
       "  22,\n",
       "  221],\n",
       " [61, 100, 6, 33, 27, 540, 437],\n",
       " [39, 43, 541, 8, 69, 7, 3, 6, 239, 240, 1, 372, 170, 3, 190, 92, 46, 19],\n",
       " [43,\n",
       "  17,\n",
       "  438,\n",
       "  19,\n",
       "  3,\n",
       "  44,\n",
       "  23,\n",
       "  2,\n",
       "  5,\n",
       "  241,\n",
       "  9,\n",
       "  5,\n",
       "  1103,\n",
       "  63,\n",
       "  299,\n",
       "  9,\n",
       "  123,\n",
       "  542,\n",
       "  180,\n",
       "  136,\n",
       "  6,\n",
       "  32,\n",
       "  17,\n",
       "  724,\n",
       "  19,\n",
       "  34,\n",
       "  725,\n",
       "  1104,\n",
       "  12,\n",
       "  19],\n",
       " [73,\n",
       "  56,\n",
       "  373,\n",
       "  98,\n",
       "  7,\n",
       "  327,\n",
       "  6,\n",
       "  1105,\n",
       "  1106,\n",
       "  1107,\n",
       "  9,\n",
       "  6,\n",
       "  726,\n",
       "  543,\n",
       "  374,\n",
       "  361,\n",
       "  52,\n",
       "  4,\n",
       "  64,\n",
       "  97,\n",
       "  10,\n",
       "  31,\n",
       "  513,\n",
       "  1108,\n",
       "  163,\n",
       "  12,\n",
       "  7,\n",
       "  2,\n",
       "  145,\n",
       "  35,\n",
       "  3,\n",
       "  7,\n",
       "  1109,\n",
       "  727,\n",
       "  439,\n",
       "  228,\n",
       "  31,\n",
       "  728,\n",
       "  163,\n",
       "  4,\n",
       "  726,\n",
       "  2,\n",
       "  52,\n",
       "  15,\n",
       "  242,\n",
       "  164,\n",
       "  198,\n",
       "  1110,\n",
       "  328,\n",
       "  2,\n",
       "  50,\n",
       "  199,\n",
       "  300,\n",
       "  287,\n",
       "  190,\n",
       "  56,\n",
       "  48,\n",
       "  6,\n",
       "  55],\n",
       " [1, 17, 38, 544, 54, 1, 168, 368, 375, 1111, 376, 20, 70, 14, 80, 1112, 99],\n",
       " [53,\n",
       "  329,\n",
       "  13,\n",
       "  122,\n",
       "  54,\n",
       "  27,\n",
       "  38,\n",
       "  440,\n",
       "  20,\n",
       "  77,\n",
       "  441,\n",
       "  57,\n",
       "  56,\n",
       "  279,\n",
       "  5,\n",
       "  87,\n",
       "  111,\n",
       "  532],\n",
       " [4, 102, 159, 3, 545, 2, 132, 4, 72],\n",
       " [8, 377, 7, 83, 5, 546, 9, 729, 114, 8, 547, 7, 20, 6, 1113],\n",
       " [39, 5, 118, 330, 10, 5, 1114, 9, 33, 2, 442],\n",
       " [4, 108, 14, 222, 2, 120, 23],\n",
       " [122, 1, 66, 14, 80, 99, 2, 1, 378, 1115, 3, 98, 18, 10, 141, 1116, 130],\n",
       " [6, 64, 14, 97, 6, 1117],\n",
       " [36, 368, 37, 31, 301, 171, 2, 265, 33, 57, 331, 164, 6, 291, 135, 1, 321],\n",
       " [1,\n",
       "  17,\n",
       "  58,\n",
       "  548,\n",
       "  3,\n",
       "  19,\n",
       "  10,\n",
       "  443,\n",
       "  78,\n",
       "  24,\n",
       "  6,\n",
       "  1118,\n",
       "  9,\n",
       "  6,\n",
       "  1119,\n",
       "  8,\n",
       "  27,\n",
       "  34,\n",
       "  20,\n",
       "  4,\n",
       "  730,\n",
       "  1120],\n",
       " [549, 5, 213, 71, 4, 444, 81, 731, 54, 1121, 74, 10, 1122, 550, 191],\n",
       " [4, 167, 102, 14, 5, 1123, 9, 262],\n",
       " [77, 52, 1, 52],\n",
       " [302,\n",
       "  29,\n",
       "  5,\n",
       "  1124,\n",
       "  1125,\n",
       "  1126,\n",
       "  60,\n",
       "  1127,\n",
       "  302,\n",
       "  48,\n",
       "  124,\n",
       "  2,\n",
       "  8,\n",
       "  14,\n",
       "  6,\n",
       "  196,\n",
       "  1,\n",
       "  231,\n",
       "  100,\n",
       "  26,\n",
       "  9,\n",
       "  6,\n",
       "  1128,\n",
       "  172,\n",
       "  692,\n",
       "  6,\n",
       "  1129,\n",
       "  6,\n",
       "  64,\n",
       "  6,\n",
       "  118,\n",
       "  15,\n",
       "  1,\n",
       "  445,\n",
       "  53,\n",
       "  1130,\n",
       "  219,\n",
       "  155],\n",
       " [53, 68, 366, 150, 59],\n",
       " [1, 51, 5, 147, 32, 26, 2, 1, 68, 137, 3, 303, 332, 1131, 204, 20, 92],\n",
       " [8,\n",
       "  69,\n",
       "  333,\n",
       "  234,\n",
       "  42,\n",
       "  7,\n",
       "  2,\n",
       "  1132,\n",
       "  3,\n",
       "  222,\n",
       "  119,\n",
       "  33,\n",
       "  7,\n",
       "  2,\n",
       "  446,\n",
       "  7,\n",
       "  3,\n",
       "  1133,\n",
       "  48,\n",
       "  9,\n",
       "  4,\n",
       "  447],\n",
       " [1, 448, 10, 5, 119, 2, 120, 23, 45, 13, 136, 732, 32],\n",
       " [4, 108, 551, 19, 1134, 1135, 3, 132, 7],\n",
       " [21, 14, 4, 379, 2, 8, 552, 17, 5, 449],\n",
       " [4, 65, 84, 2, 1, 159, 3, 47, 83, 171, 450, 114, 43, 553],\n",
       " [8, 14, 26, 20, 1136, 2, 27, 1137, 83, 4, 380, 381, 2, 14, 733, 734, 735],\n",
       " [304, 366, 3, 66, 41, 173, 334, 6, 150, 328, 46, 58],\n",
       " [4,\n",
       "  81,\n",
       "  354,\n",
       "  2,\n",
       "  1,\n",
       "  736,\n",
       "  116,\n",
       "  10,\n",
       "  38,\n",
       "  1138,\n",
       "  105,\n",
       "  737,\n",
       "  12,\n",
       "  4,\n",
       "  121,\n",
       "  2,\n",
       "  554,\n",
       "  2,\n",
       "  544,\n",
       "  54,\n",
       "  17,\n",
       "  174,\n",
       "  738,\n",
       "  2,\n",
       "  38,\n",
       "  1139,\n",
       "  554],\n",
       " [1, 125, 5, 174, 76, 23, 45, 37, 266, 78, 71],\n",
       " [206, 14, 21, 1, 382, 358, 56, 38, 739],\n",
       " [1, 740, 2, 4, 282, 46, 65, 27, 62, 7, 5, 147, 223, 114, 21],\n",
       " [4, 81, 14, 207, 227, 18, 64, 555],\n",
       " [1,\n",
       "  66,\n",
       "  1,\n",
       "  137,\n",
       "  3,\n",
       "  233,\n",
       "  35,\n",
       "  24,\n",
       "  1,\n",
       "  73,\n",
       "  52,\n",
       "  15,\n",
       "  150,\n",
       "  59,\n",
       "  556,\n",
       "  8,\n",
       "  288,\n",
       "  289,\n",
       "  7,\n",
       "  1140,\n",
       "  305,\n",
       "  2,\n",
       "  1,\n",
       "  382,\n",
       "  17,\n",
       "  1141,\n",
       "  3,\n",
       "  112],\n",
       " [741, 2, 95, 1, 1142, 3, 48, 4, 180, 2, 105, 54, 1143, 19, 9, 557, 7],\n",
       " [16, 537, 58, 3, 88, 742, 46, 451],\n",
       " [452, 558],\n",
       " [4, 166, 1144, 48, 1145, 9, 123, 1146, 559],\n",
       " [60,\n",
       "  155,\n",
       "  43,\n",
       "  156,\n",
       "  560,\n",
       "  42,\n",
       "  4,\n",
       "  1147,\n",
       "  96,\n",
       "  2,\n",
       "  22,\n",
       "  30,\n",
       "  1148,\n",
       "  2,\n",
       "  138,\n",
       "  543,\n",
       "  4,\n",
       "  523,\n",
       "  2,\n",
       "  335,\n",
       "  7],\n",
       " [8, 548, 37, 743, 86, 2, 453, 169],\n",
       " [6,\n",
       "  33,\n",
       "  11,\n",
       "  68,\n",
       "  561,\n",
       "  28,\n",
       "  1,\n",
       "  288,\n",
       "  112,\n",
       "  83,\n",
       "  48,\n",
       "  6,\n",
       "  376,\n",
       "  40,\n",
       "  1,\n",
       "  17,\n",
       "  1149,\n",
       "  2,\n",
       "  129,\n",
       "  109,\n",
       "  3,\n",
       "  383,\n",
       "  92,\n",
       "  46,\n",
       "  224,\n",
       "  454],\n",
       " [120, 2, 336, 42, 133, 24, 59, 1, 51, 160, 15, 8, 14, 75, 3, 62, 7],\n",
       " [1150, 322, 3, 19, 1151, 7, 26, 20, 5, 562, 384],\n",
       " [1,\n",
       "  129,\n",
       "  183,\n",
       "  1,\n",
       "  73,\n",
       "  303,\n",
       "  744,\n",
       "  455,\n",
       "  1,\n",
       "  456,\n",
       "  24,\n",
       "  1,\n",
       "  137,\n",
       "  5,\n",
       "  1152,\n",
       "  2,\n",
       "  29,\n",
       "  182,\n",
       "  263,\n",
       "  563,\n",
       "  1153,\n",
       "  46,\n",
       "  148,\n",
       "  29,\n",
       "  15],\n",
       " [41, 224, 27, 141, 208, 564, 1154, 1155, 16],\n",
       " [1,\n",
       "  129,\n",
       "  66,\n",
       "  54,\n",
       "  3,\n",
       "  110,\n",
       "  21,\n",
       "  3,\n",
       "  24,\n",
       "  4,\n",
       "  1156,\n",
       "  90,\n",
       "  1157,\n",
       "  9,\n",
       "  276,\n",
       "  78,\n",
       "  134,\n",
       "  5,\n",
       "  147,\n",
       "  86,\n",
       "  15,\n",
       "  1,\n",
       "  183,\n",
       "  156,\n",
       "  23],\n",
       " [114, 745, 115, 76, 8, 216, 83, 6, 96, 15, 1, 385, 12, 4, 166, 2, 306, 565],\n",
       " [24, 30, 168, 18, 84, 27, 25, 335, 18],\n",
       " [28, 1, 17, 5, 167, 54, 1, 746, 1158, 44, 10, 5, 336, 2, 120, 23, 45],\n",
       " [1, 47, 132, 35, 5, 181, 79, 4, 161],\n",
       " [1, 747, 267, 6, 33, 305],\n",
       " [1, 1159, 116, 10, 5, 182, 320, 566, 12, 12, 37, 355, 748],\n",
       " [73, 56, 98, 7, 1, 51, 1160, 5, 105, 749, 209, 386, 3, 1161, 9, 1162, 1163],\n",
       " [41,\n",
       "  1,\n",
       "  457,\n",
       "  26,\n",
       "  12,\n",
       "  373,\n",
       "  54,\n",
       "  82,\n",
       "  438,\n",
       "  3,\n",
       "  44,\n",
       "  1164,\n",
       "  750,\n",
       "  2,\n",
       "  60,\n",
       "  155,\n",
       "  1,\n",
       "  47,\n",
       "  290,\n",
       "  10,\n",
       "  6,\n",
       "  387,\n",
       "  307,\n",
       "  42,\n",
       "  6,\n",
       "  387,\n",
       "  55],\n",
       " [28,\n",
       "  37,\n",
       "  177,\n",
       "  32,\n",
       "  71,\n",
       "  4,\n",
       "  65,\n",
       "  751,\n",
       "  7,\n",
       "  3,\n",
       "  734,\n",
       "  20,\n",
       "  1165,\n",
       "  155,\n",
       "  1,\n",
       "  388,\n",
       "  752,\n",
       "  9,\n",
       "  55,\n",
       "  10,\n",
       "  6,\n",
       "  389,\n",
       "  100,\n",
       "  69,\n",
       "  228,\n",
       "  10,\n",
       "  5,\n",
       "  390,\n",
       "  458,\n",
       "  1166,\n",
       "  13,\n",
       "  5,\n",
       "  165,\n",
       "  40,\n",
       "  4,\n",
       "  277,\n",
       "  106,\n",
       "  753,\n",
       "  15,\n",
       "  1,\n",
       "  34,\n",
       "  1167,\n",
       "  92,\n",
       "  268,\n",
       "  567,\n",
       "  1168],\n",
       " [22,\n",
       "  27,\n",
       "  25,\n",
       "  119,\n",
       "  62,\n",
       "  2,\n",
       "  222,\n",
       "  99,\n",
       "  79,\n",
       "  18,\n",
       "  544,\n",
       "  61,\n",
       "  6,\n",
       "  459,\n",
       "  9,\n",
       "  266,\n",
       "  2,\n",
       "  1,\n",
       "  51,\n",
       "  30,\n",
       "  754,\n",
       "  37,\n",
       "  16,\n",
       "  63,\n",
       "  22,\n",
       "  34,\n",
       "  5,\n",
       "  460,\n",
       "  390,\n",
       "  233,\n",
       "  184],\n",
       " [1,\n",
       "  34,\n",
       "  1169,\n",
       "  18,\n",
       "  35,\n",
       "  2,\n",
       "  1170,\n",
       "  18,\n",
       "  163,\n",
       "  2,\n",
       "  4,\n",
       "  121,\n",
       "  152,\n",
       "  1171,\n",
       "  3,\n",
       "  243,\n",
       "  77,\n",
       "  48,\n",
       "  6,\n",
       "  755,\n",
       "  11,\n",
       "  37,\n",
       "  2,\n",
       "  756,\n",
       "  3,\n",
       "  4,\n",
       "  81,\n",
       "  6,\n",
       "  757,\n",
       "  36,\n",
       "  391,\n",
       "  18],\n",
       " [1, 107, 116, 10, 6, 96, 1, 11, 99, 10],\n",
       " [1, 125, 4, 64, 136, 103, 32, 71, 59],\n",
       " [1, 370, 35, 12, 4, 23, 65, 103, 127, 71],\n",
       " [16, 25, 539, 32, 21, 213, 61, 1, 125, 4, 64],\n",
       " [1, 11, 295, 46, 266, 12, 4, 133, 461, 9, 1172, 87, 111, 63, 5, 308],\n",
       " [61,\n",
       "  1173,\n",
       "  1,\n",
       "  51,\n",
       "  5,\n",
       "  261,\n",
       "  163,\n",
       "  5,\n",
       "  76,\n",
       "  71,\n",
       "  1,\n",
       "  17,\n",
       "  25,\n",
       "  566,\n",
       "  35,\n",
       "  4,\n",
       "  568,\n",
       "  2,\n",
       "  168,\n",
       "  152,\n",
       "  3,\n",
       "  6,\n",
       "  1174,\n",
       "  15,\n",
       "  21,\n",
       "  45,\n",
       "  569,\n",
       "  3,\n",
       "  392],\n",
       " [25, 319, 10, 4, 431, 13, 37, 177, 127, 59],\n",
       " [1, 10, 5, 1175, 255],\n",
       " [2, 4, 244, 11, 1176],\n",
       " [1, 11, 10, 5, 179, 245, 15, 309, 83, 1177, 758, 111, 39, 1, 125],\n",
       " [4,\n",
       "  23,\n",
       "  90,\n",
       "  119,\n",
       "  462,\n",
       "  7,\n",
       "  115,\n",
       "  165,\n",
       "  2,\n",
       "  61,\n",
       "  6,\n",
       "  570,\n",
       "  1,\n",
       "  17,\n",
       "  321,\n",
       "  5,\n",
       "  337,\n",
       "  135,\n",
       "  13,\n",
       "  7,\n",
       "  2,\n",
       "  4,\n",
       "  571],\n",
       " [254,\n",
       "  77,\n",
       "  1,\n",
       "  676,\n",
       "  3,\n",
       "  52,\n",
       "  1,\n",
       "  216,\n",
       "  26,\n",
       "  9,\n",
       "  4,\n",
       "  759,\n",
       "  96,\n",
       "  3,\n",
       "  116,\n",
       "  12,\n",
       "  4,\n",
       "  90,\n",
       "  1,\n",
       "  117,\n",
       "  25,\n",
       "  172,\n",
       "  13,\n",
       "  174,\n",
       "  78],\n",
       " [246, 8, 1178, 25, 119, 23, 10, 5, 162, 55],\n",
       " [1,\n",
       "  220,\n",
       "  9,\n",
       "  30,\n",
       "  170,\n",
       "  3,\n",
       "  760,\n",
       "  13,\n",
       "  198,\n",
       "  1179,\n",
       "  20,\n",
       "  21,\n",
       "  61,\n",
       "  1,\n",
       "  58,\n",
       "  269,\n",
       "  41,\n",
       "  77,\n",
       "  1,\n",
       "  17,\n",
       "  353,\n",
       "  1180,\n",
       "  63,\n",
       "  87,\n",
       "  33,\n",
       "  61,\n",
       "  16,\n",
       "  761,\n",
       "  225,\n",
       "  1181,\n",
       "  2,\n",
       "  762,\n",
       "  58,\n",
       "  63,\n",
       "  301,\n",
       "  1182,\n",
       "  3,\n",
       "  77,\n",
       "  572,\n",
       "  17,\n",
       "  353],\n",
       " [1, 11, 463, 10, 4, 573, 79, 4, 431, 763],\n",
       " [1,\n",
       "  11,\n",
       "  10,\n",
       "  5,\n",
       "  1183,\n",
       "  270,\n",
       "  45,\n",
       "  1184,\n",
       "  4,\n",
       "  277,\n",
       "  39,\n",
       "  464,\n",
       "  62,\n",
       "  103,\n",
       "  78,\n",
       "  2,\n",
       "  43,\n",
       "  310,\n",
       "  3,\n",
       "  1185,\n",
       "  217],\n",
       " [465, 33, 41, 56, 117, 574, 48, 4, 153, 1186, 56, 382, 66, 77, 1, 242, 37],\n",
       " [8, 575, 7, 2, 62, 4, 286, 5, 546, 9, 223],\n",
       " [1, 30, 310, 3, 576, 13, 5, 1187, 29, 21],\n",
       " [427, 428, 429, 430, 703, 81, 14, 261, 9, 33, 2, 704, 144, 19, 1188, 1189],\n",
       " [4, 90, 9, 5, 76, 27, 25, 120, 23, 10, 6, 189],\n",
       " [1190, 13, 56, 2, 98, 56, 12, 198, 390, 458],\n",
       " [43,\n",
       "  466,\n",
       "  19,\n",
       "  577,\n",
       "  338,\n",
       "  1191,\n",
       "  376,\n",
       "  2,\n",
       "  338,\n",
       "  8,\n",
       "  466,\n",
       "  16,\n",
       "  567,\n",
       "  1192,\n",
       "  13,\n",
       "  78,\n",
       "  28,\n",
       "  1193,\n",
       "  34,\n",
       "  25,\n",
       "  1194,\n",
       "  1,\n",
       "  569,\n",
       "  122,\n",
       "  3,\n",
       "  1195,\n",
       "  376,\n",
       "  139,\n",
       "  6,\n",
       "  578,\n",
       "  9,\n",
       "  6,\n",
       "  15,\n",
       "  126,\n",
       "  12,\n",
       "  6,\n",
       "  1196,\n",
       "  667,\n",
       "  1197,\n",
       "  28,\n",
       "  15,\n",
       "  43,\n",
       "  157,\n",
       "  764,\n",
       "  1198,\n",
       "  20,\n",
       "  579],\n",
       " [8,\n",
       "  11,\n",
       "  765,\n",
       "  20,\n",
       "  6,\n",
       "  1199,\n",
       "  2,\n",
       "  1200,\n",
       "  35,\n",
       "  28,\n",
       "  1201,\n",
       "  2,\n",
       "  424,\n",
       "  766,\n",
       "  3,\n",
       "  7,\n",
       "  2,\n",
       "  8,\n",
       "  767,\n",
       "  7,\n",
       "  28,\n",
       "  229,\n",
       "  1,\n",
       "  467,\n",
       "  3,\n",
       "  6,\n",
       "  393,\n",
       "  2,\n",
       "  93,\n",
       "  4,\n",
       "  768,\n",
       "  68,\n",
       "  187],\n",
       " [104,\n",
       "  246,\n",
       "  4,\n",
       "  72,\n",
       "  34,\n",
       "  5,\n",
       "  287,\n",
       "  1202,\n",
       "  1203,\n",
       "  769,\n",
       "  10,\n",
       "  1204,\n",
       "  2,\n",
       "  14,\n",
       "  1205,\n",
       "  325,\n",
       "  10,\n",
       "  770,\n",
       "  458,\n",
       "  339,\n",
       "  22,\n",
       "  107,\n",
       "  310,\n",
       "  15,\n",
       "  22,\n",
       "  73,\n",
       "  771,\n",
       "  19,\n",
       "  22,\n",
       "  370,\n",
       "  16,\n",
       "  178,\n",
       "  10,\n",
       "  1206,\n",
       "  1,\n",
       "  183,\n",
       "  57,\n",
       "  1,\n",
       "  69,\n",
       "  5,\n",
       "  1207,\n",
       "  49,\n",
       "  19,\n",
       "  1,\n",
       "  11,\n",
       "  276,\n",
       "  32,\n",
       "  176],\n",
       " [13,\n",
       "  739,\n",
       "  173,\n",
       "  69,\n",
       "  5,\n",
       "  270,\n",
       "  1208,\n",
       "  103,\n",
       "  32,\n",
       "  71,\n",
       "  2,\n",
       "  1,\n",
       "  91,\n",
       "  112,\n",
       "  89,\n",
       "  10,\n",
       "  29,\n",
       "  266,\n",
       "  78],\n",
       " [394, 516, 7, 184],\n",
       " [4,\n",
       "  81,\n",
       "  27,\n",
       "  25,\n",
       "  10,\n",
       "  5,\n",
       "  162,\n",
       "  1209,\n",
       "  45,\n",
       "  12,\n",
       "  38,\n",
       "  23,\n",
       "  90,\n",
       "  13,\n",
       "  6,\n",
       "  115,\n",
       "  772,\n",
       "  32,\n",
       "  311,\n",
       "  163,\n",
       "  276,\n",
       "  46,\n",
       "  580],\n",
       " [468,\n",
       "  1,\n",
       "  469,\n",
       "  29,\n",
       "  22,\n",
       "  1210,\n",
       "  170,\n",
       "  3,\n",
       "  41,\n",
       "  15,\n",
       "  1211,\n",
       "  773,\n",
       "  1,\n",
       "  50,\n",
       "  312,\n",
       "  26,\n",
       "  42,\n",
       "  6,\n",
       "  1212,\n",
       "  9,\n",
       "  5,\n",
       "  1213,\n",
       "  41,\n",
       "  1,\n",
       "  157,\n",
       "  468,\n",
       "  1,\n",
       "  51,\n",
       "  774,\n",
       "  325,\n",
       "  10,\n",
       "  6,\n",
       "  105,\n",
       "  1214,\n",
       "  2,\n",
       "  101,\n",
       "  218,\n",
       "  775],\n",
       " [36, 116, 12, 4, 108, 10, 6, 292, 43, 285, 35, 10],\n",
       " [4, 84, 776, 47, 171, 1215],\n",
       " [1, 777, 35, 3, 68, 672, 1216, 2, 319, 42, 1217],\n",
       " [22,\n",
       "  34,\n",
       "  25,\n",
       "  23,\n",
       "  63,\n",
       "  581,\n",
       "  63,\n",
       "  6,\n",
       "  155,\n",
       "  57,\n",
       "  255,\n",
       "  10,\n",
       "  1218,\n",
       "  460,\n",
       "  1219,\n",
       "  24,\n",
       "  6,\n",
       "  464,\n",
       "  1220,\n",
       "  27,\n",
       "  470,\n",
       "  18,\n",
       "  460,\n",
       "  1221],\n",
       " [294, 103, 127, 71],\n",
       " [1,\n",
       "  582,\n",
       "  1222,\n",
       "  12,\n",
       "  4,\n",
       "  72,\n",
       "  57,\n",
       "  247,\n",
       "  10,\n",
       "  12,\n",
       "  4,\n",
       "  100,\n",
       "  90,\n",
       "  2,\n",
       "  174,\n",
       "  78,\n",
       "  256,\n",
       "  8,\n",
       "  138,\n",
       "  453,\n",
       "  7,\n",
       "  119,\n",
       "  2,\n",
       "  120],\n",
       " [1,\n",
       "  170,\n",
       "  3,\n",
       "  385,\n",
       "  4,\n",
       "  320,\n",
       "  10,\n",
       "  1223,\n",
       "  9,\n",
       "  1224,\n",
       "  208,\n",
       "  20,\n",
       "  70,\n",
       "  1,\n",
       "  73,\n",
       "  1225,\n",
       "  145,\n",
       "  3,\n",
       "  531,\n",
       "  12,\n",
       "  48,\n",
       "  9,\n",
       "  21],\n",
       " [42, 177, 51, 10, 6, 471, 1, 1226, 184, 83, 6, 1227],\n",
       " [452, 53, 778, 779, 2, 4, 81, 14, 580],\n",
       " [1, 780, 1, 285, 35, 10, 87, 111],\n",
       " [4, 583, 108, 1228, 27, 25, 12, 18, 584, 277, 1229, 13, 37, 266, 32],\n",
       " [8, 14, 1230, 4, 1231, 2, 27, 25, 781, 2, 699, 7],\n",
       " [1,\n",
       "  95,\n",
       "  1232,\n",
       "  10,\n",
       "  1233,\n",
       "  13,\n",
       "  6,\n",
       "  162,\n",
       "  395,\n",
       "  1,\n",
       "  175,\n",
       "  5,\n",
       "  126,\n",
       "  5,\n",
       "  367,\n",
       "  9,\n",
       "  32,\n",
       "  71,\n",
       "  42,\n",
       "  5,\n",
       "  396,\n",
       "  2,\n",
       "  43,\n",
       "  1234,\n",
       "  1235,\n",
       "  20,\n",
       "  782,\n",
       "  2,\n",
       "  1236,\n",
       "  3,\n",
       "  303,\n",
       "  5,\n",
       "  1237,\n",
       "  45],\n",
       " [1, 11, 783, 2, 784, 10, 1238],\n",
       " [465, 171, 33, 49, 121],\n",
       " [1,\n",
       "  246,\n",
       "  37,\n",
       "  585,\n",
       "  26,\n",
       "  3,\n",
       "  143,\n",
       "  3,\n",
       "  785,\n",
       "  37,\n",
       "  70,\n",
       "  93,\n",
       "  1,\n",
       "  51,\n",
       "  24,\n",
       "  1,\n",
       "  663,\n",
       "  30,\n",
       "  1239,\n",
       "  192,\n",
       "  12,\n",
       "  143,\n",
       "  63,\n",
       "  200,\n",
       "  63,\n",
       "  586,\n",
       "  150,\n",
       "  59,\n",
       "  318,\n",
       "  1,\n",
       "  30,\n",
       "  210,\n",
       "  3,\n",
       "  1240,\n",
       "  4,\n",
       "  786,\n",
       "  2,\n",
       "  1241,\n",
       "  442,\n",
       "  9,\n",
       "  4,\n",
       "  113],\n",
       " [22, 14, 23, 12, 19, 787, 2, 1242, 1243, 1244],\n",
       " [36,\n",
       "  17,\n",
       "  25,\n",
       "  10,\n",
       "  38,\n",
       "  23,\n",
       "  255,\n",
       "  13,\n",
       "  778,\n",
       "  32,\n",
       "  59,\n",
       "  2,\n",
       "  48,\n",
       "  9,\n",
       "  191,\n",
       "  17,\n",
       "  1245,\n",
       "  49,\n",
       "  16],\n",
       " [21,\n",
       "  27,\n",
       "  142,\n",
       "  472,\n",
       "  10,\n",
       "  6,\n",
       "  115,\n",
       "  60,\n",
       "  76,\n",
       "  2,\n",
       "  18,\n",
       "  673,\n",
       "  1246,\n",
       "  2,\n",
       "  271,\n",
       "  1247,\n",
       "  234,\n",
       "  24,\n",
       "  1248,\n",
       "  62,\n",
       "  7],\n",
       " [549, 439, 322],\n",
       " [8,\n",
       "  85,\n",
       "  8,\n",
       "  50,\n",
       "  44,\n",
       "  292,\n",
       "  79,\n",
       "  340,\n",
       "  46,\n",
       "  103,\n",
       "  51,\n",
       "  28,\n",
       "  15,\n",
       "  43,\n",
       "  157,\n",
       "  788,\n",
       "  13,\n",
       "  123,\n",
       "  679,\n",
       "  1249],\n",
       " [4, 84, 159, 3, 132, 2, 1250, 7, 10, 473, 9, 18],\n",
       " [4,\n",
       "  180,\n",
       "  97,\n",
       "  313,\n",
       "  8,\n",
       "  11,\n",
       "  5,\n",
       "  124,\n",
       "  166,\n",
       "  2,\n",
       "  1,\n",
       "  52,\n",
       "  587,\n",
       "  89,\n",
       "  14,\n",
       "  124,\n",
       "  10,\n",
       "  4,\n",
       "  102,\n",
       "  173,\n",
       "  34,\n",
       "  94,\n",
       "  124,\n",
       "  223,\n",
       "  12,\n",
       "  19,\n",
       "  789,\n",
       "  24,\n",
       "  56,\n",
       "  66,\n",
       "  1,\n",
       "  11,\n",
       "  446,\n",
       "  10,\n",
       "  21,\n",
       "  45,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  1251,\n",
       "  1252,\n",
       "  16,\n",
       "  455,\n",
       "  1,\n",
       "  194,\n",
       "  16],\n",
       " [1, 137, 208],\n",
       " [36, 368, 37, 31, 301, 171, 2, 265, 33, 57, 331, 164, 6, 291, 135, 1, 321],\n",
       " [28, 4, 23, 65],\n",
       " [1, 88, 707, 2, 1253, 40, 36, 82, 93, 40, 1, 73, 1254, 35, 13, 92, 46, 143],\n",
       " [6, 166, 14, 140, 787, 23, 3, 6, 108, 2, 790, 119, 179],\n",
       " [6, 248, 155, 8, 283, 3, 7, 1255, 56, 66, 564, 67, 93, 56],\n",
       " [1, 137, 208, 20, 77, 1, 73, 52, 40, 1, 791, 61, 8, 14, 26, 9, 474],\n",
       " [115,\n",
       "  76,\n",
       "  1,\n",
       "  17,\n",
       "  175,\n",
       "  5,\n",
       "  118,\n",
       "  1,\n",
       "  792,\n",
       "  724,\n",
       "  54,\n",
       "  256,\n",
       "  309,\n",
       "  26,\n",
       "  3,\n",
       "  44,\n",
       "  5,\n",
       "  140,\n",
       "  588,\n",
       "  118],\n",
       " [6, 589, 85, 8, 1256, 1257, 793, 16],\n",
       " [1258, 5, 1259, 50, 98, 12, 4, 794, 1260, 57, 6, 389, 1261],\n",
       " [101, 1262],\n",
       " [8, 132, 6, 262, 26, 9, 7, 13, 38, 1263, 2, 100, 751, 7],\n",
       " [36, 116, 12, 153, 169, 24, 1, 183, 36, 82, 795, 9, 6, 33],\n",
       " [22, 397, 4, 72, 2, 4, 102],\n",
       " [1, 1264, 12, 4, 64],\n",
       " [4,\n",
       "  161,\n",
       "  11,\n",
       "  590,\n",
       "  26,\n",
       "  9,\n",
       "  123,\n",
       "  698,\n",
       "  1265,\n",
       "  2,\n",
       "  106,\n",
       "  3,\n",
       "  112,\n",
       "  3,\n",
       "  6,\n",
       "  748,\n",
       "  3,\n",
       "  279,\n",
       "  1266],\n",
       " [70,\n",
       "  134,\n",
       "  198,\n",
       "  361,\n",
       "  121,\n",
       "  1267,\n",
       "  3,\n",
       "  754,\n",
       "  37,\n",
       "  77,\n",
       "  56,\n",
       "  34,\n",
       "  25,\n",
       "  164,\n",
       "  1,\n",
       "  591,\n",
       "  143,\n",
       "  3,\n",
       "  44,\n",
       "  215,\n",
       "  1268,\n",
       "  195,\n",
       "  7],\n",
       " [1, 183, 21, 1269, 9, 5, 796, 253, 128, 24, 53, 797, 3, 798],\n",
       " [59,\n",
       "  1,\n",
       "  272,\n",
       "  8,\n",
       "  311,\n",
       "  11,\n",
       "  475,\n",
       "  8,\n",
       "  592,\n",
       "  93,\n",
       "  7,\n",
       "  29,\n",
       "  8,\n",
       "  93,\n",
       "  31,\n",
       "  476,\n",
       "  4,\n",
       "  180,\n",
       "  139,\n",
       "  799,\n",
       "  48,\n",
       "  110,\n",
       "  7,\n",
       "  70,\n",
       "  124,\n",
       "  16,\n",
       "  14,\n",
       "  15,\n",
       "  1,\n",
       "  69,\n",
       "  26,\n",
       "  139,\n",
       "  36,\n",
       "  362,\n",
       "  398,\n",
       "  269,\n",
       "  15,\n",
       "  21,\n",
       "  50,\n",
       "  117,\n",
       "  437,\n",
       "  3,\n",
       "  111,\n",
       "  195,\n",
       "  7],\n",
       " [57, 800, 1270, 9, 31, 578, 341, 8, 11, 1271, 1272, 6, 1273, 163, 6, 515],\n",
       " [383,\n",
       "  593,\n",
       "  13,\n",
       "  1274,\n",
       "  171,\n",
       "  2,\n",
       "  260,\n",
       "  111,\n",
       "  57,\n",
       "  78,\n",
       "  9,\n",
       "  1275,\n",
       "  1276,\n",
       "  33,\n",
       "  15,\n",
       "  27,\n",
       "  801,\n",
       "  7],\n",
       " [206,\n",
       "  52,\n",
       "  1,\n",
       "  107,\n",
       "  202,\n",
       "  4,\n",
       "  65,\n",
       "  54,\n",
       "  514,\n",
       "  185,\n",
       "  78,\n",
       "  71,\n",
       "  57,\n",
       "  36,\n",
       "  228,\n",
       "  7,\n",
       "  164,\n",
       "  78,\n",
       "  9,\n",
       "  33,\n",
       "  2,\n",
       "  249,\n",
       "  3,\n",
       "  190,\n",
       "  7],\n",
       " [2, 399, 35, 400, 2, 1277, 7],\n",
       " [5, 147, 78, 71, 1, 777, 35, 3, 4, 84, 1278, 7],\n",
       " [94, 802, 28, 168, 1, 117, 138, 242, 3, 21, 126],\n",
       " [15, 18, 431, 11, 10, 1279, 2, 22, 469, 451, 29, 22, 34, 25, 742],\n",
       " [1,\n",
       "  193,\n",
       "  477,\n",
       "  594,\n",
       "  15,\n",
       "  8,\n",
       "  342,\n",
       "  122,\n",
       "  54,\n",
       "  330,\n",
       "  89,\n",
       "  2,\n",
       "  36,\n",
       "  149,\n",
       "  110,\n",
       "  19,\n",
       "  36,\n",
       "  391,\n",
       "  7,\n",
       "  89],\n",
       " [177, 76, 45, 12, 5, 237, 54, 14, 803, 284, 103, 12, 281, 595, 2, 804],\n",
       " [60, 30, 152, 26, 715, 535, 15, 6, 153, 34, 25, 119, 179, 20, 5, 536, 716],\n",
       " [4, 108, 14, 222, 2, 120, 23],\n",
       " [8, 132, 7, 28, 229, 89, 11, 805, 48, 136, 6, 729],\n",
       " [8,\n",
       "  478,\n",
       "  15,\n",
       "  1,\n",
       "  151,\n",
       "  541,\n",
       "  19,\n",
       "  74,\n",
       "  2,\n",
       "  8,\n",
       "  478,\n",
       "  70,\n",
       "  200,\n",
       "  479,\n",
       "  8,\n",
       "  469,\n",
       "  37,\n",
       "  280,\n",
       "  39,\n",
       "  8,\n",
       "  132,\n",
       "  2,\n",
       "  806,\n",
       "  7],\n",
       " [89,\n",
       "  82,\n",
       "  807,\n",
       "  808,\n",
       "  12,\n",
       "  281,\n",
       "  2,\n",
       "  809,\n",
       "  2,\n",
       "  168,\n",
       "  89,\n",
       "  27,\n",
       "  5,\n",
       "  68,\n",
       "  444,\n",
       "  596,\n",
       "  10,\n",
       "  4,\n",
       "  597,\n",
       "  598,\n",
       "  40,\n",
       "  9,\n",
       "  5,\n",
       "  105,\n",
       "  810],\n",
       " [22, 27, 5, 599, 79, 425, 196, 15, 14, 59, 811, 812],\n",
       " [600, 253, 5, 76, 83, 6, 1280, 9, 5, 76, 9, 33],\n",
       " [22, 14, 20, 813, 2, 1281, 5, 1282],\n",
       " [1, 17, 25, 10, 38, 23, 45, 13, 6, 189, 146, 32],\n",
       " [8, 27, 463, 7, 5, 367, 9, 223],\n",
       " [302, 25, 205, 146, 78, 61, 1, 125, 4, 64],\n",
       " [1,\n",
       "  125,\n",
       "  4,\n",
       "  292,\n",
       "  205,\n",
       "  146,\n",
       "  78,\n",
       "  71,\n",
       "  343,\n",
       "  273,\n",
       "  4,\n",
       "  23,\n",
       "  65,\n",
       "  90,\n",
       "  40,\n",
       "  15,\n",
       "  11,\n",
       "  6,\n",
       "  130,\n",
       "  4,\n",
       "  1283,\n",
       "  106,\n",
       "  7,\n",
       "  3,\n",
       "  52,\n",
       "  16,\n",
       "  10,\n",
       "  135,\n",
       "  3,\n",
       "  47,\n",
       "  26,\n",
       "  9,\n",
       "  4,\n",
       "  1284,\n",
       "  45],\n",
       " [477, 29, 4, 113, 14, 60, 601, 1285, 1286],\n",
       " [1, 125, 5, 245, 9, 87, 111, 2, 11, 814, 5, 291, 135],\n",
       " [1,\n",
       "  73,\n",
       "  815,\n",
       "  20,\n",
       "  143,\n",
       "  13,\n",
       "  128,\n",
       "  2,\n",
       "  1,\n",
       "  17,\n",
       "  1287,\n",
       "  602,\n",
       "  63,\n",
       "  38,\n",
       "  816,\n",
       "  15,\n",
       "  1,\n",
       "  73,\n",
       "  1288,\n",
       "  20,\n",
       "  4,\n",
       "  401],\n",
       " [8, 1289, 103, 1290, 1291, 817, 139, 1292, 818, 60, 3, 280],\n",
       " [1, 69, 5, 1293, 1294, 2, 8, 1295, 752],\n",
       " [819, 820, 4, 161, 14, 231, 12, 182, 571],\n",
       " [4,\n",
       "  23,\n",
       "  65,\n",
       "  14,\n",
       "  250,\n",
       "  26,\n",
       "  9,\n",
       "  821,\n",
       "  20,\n",
       "  822,\n",
       "  21,\n",
       "  1296,\n",
       "  28,\n",
       "  6,\n",
       "  822,\n",
       "  1297,\n",
       "  1298,\n",
       "  3,\n",
       "  19,\n",
       "  823,\n",
       "  7],\n",
       " [43,\n",
       "  156,\n",
       "  824,\n",
       "  2,\n",
       "  69,\n",
       "  1299,\n",
       "  1300,\n",
       "  3,\n",
       "  396,\n",
       "  123,\n",
       "  202,\n",
       "  13,\n",
       "  60,\n",
       "  425,\n",
       "  24,\n",
       "  68,\n",
       "  16,\n",
       "  11,\n",
       "  48,\n",
       "  5,\n",
       "  1301],\n",
       " [61,\n",
       "  1,\n",
       "  11,\n",
       "  10,\n",
       "  825,\n",
       "  278,\n",
       "  1,\n",
       "  826,\n",
       "  4,\n",
       "  108,\n",
       "  2,\n",
       "  11,\n",
       "  791,\n",
       "  79,\n",
       "  18,\n",
       "  24,\n",
       "  151,\n",
       "  66,\n",
       "  206],\n",
       " [375, 1302, 5, 598, 3, 17, 5, 215, 1303],\n",
       " [4, 23, 65, 827, 1, 828, 26, 263, 71, 27, 5, 72, 54, 97, 1304, 19],\n",
       " [104, 246, 16, 27, 25, 295, 32, 61, 1, 117, 25, 12, 4, 64],\n",
       " [20,\n",
       "  60,\n",
       "  9,\n",
       "  4,\n",
       "  127,\n",
       "  178,\n",
       "  9,\n",
       "  204,\n",
       "  1,\n",
       "  603,\n",
       "  20,\n",
       "  1305,\n",
       "  1306,\n",
       "  3,\n",
       "  30,\n",
       "  396,\n",
       "  35,\n",
       "  42,\n",
       "  4,\n",
       "  711,\n",
       "  829,\n",
       "  96],\n",
       " [1, 50, 67, 109, 4, 105, 46, 180, 3, 44, 480, 339, 9, 1307, 21, 118],\n",
       " [4, 146, 32, 419, 161, 159, 3, 132, 7, 35, 39, 43, 156, 571],\n",
       " [4, 84, 149, 199, 15, 8, 67, 62, 7, 39, 1, 1308, 19, 37, 31, 344, 602],\n",
       " [1, 310, 15, 6, 481, 383, 593, 11, 215, 1309, 253, 6, 101, 208, 170, 1310],\n",
       " [173,\n",
       "  25,\n",
       "  272,\n",
       "  37,\n",
       "  585,\n",
       "  26,\n",
       "  3,\n",
       "  122,\n",
       "  37,\n",
       "  4,\n",
       "  87,\n",
       "  111,\n",
       "  245,\n",
       "  40,\n",
       "  1,\n",
       "  91,\n",
       "  66,\n",
       "  77,\n",
       "  153,\n",
       "  830,\n",
       "  3,\n",
       "  267,\n",
       "  2,\n",
       "  1,\n",
       "  193,\n",
       "  331,\n",
       "  15,\n",
       "  56,\n",
       "  274,\n",
       "  110,\n",
       "  122,\n",
       "  37,\n",
       "  198,\n",
       "  245],\n",
       " [1,\n",
       "  275,\n",
       "  20,\n",
       "  365,\n",
       "  1311,\n",
       "  58,\n",
       "  329,\n",
       "  13,\n",
       "  128,\n",
       "  1312,\n",
       "  2,\n",
       "  115,\n",
       "  76,\n",
       "  1,\n",
       "  175,\n",
       "  21,\n",
       "  196,\n",
       "  54,\n",
       "  436,\n",
       "  4,\n",
       "  786,\n",
       "  185],\n",
       " [1, 51, 1313, 210, 3, 144, 5, 182, 76, 45, 1314, 12, 265],\n",
       " [16, 604, 29, 302, 28, 200, 1315, 3, 144, 38, 64, 39, 154, 80, 831, 2, 1316],\n",
       " [6, 589, 85, 8, 50, 140, 1317, 793, 16],\n",
       " [1, 832, 21, 833, 3, 5, 167],\n",
       " [6, 258, 14, 341, 36, 747, 834, 16, 19],\n",
       " [8, 399, 35, 534, 1318, 1319, 1320, 139, 1, 1321, 19, 164, 16, 6, 835, 197],\n",
       " [22, 34, 575, 19, 236, 10, 6, 211],\n",
       " [294,\n",
       "  53,\n",
       "  300,\n",
       "  44,\n",
       "  75,\n",
       "  74,\n",
       "  3,\n",
       "  4,\n",
       "  1322,\n",
       "  10,\n",
       "  6,\n",
       "  770,\n",
       "  1323,\n",
       "  54,\n",
       "  34,\n",
       "  188,\n",
       "  99,\n",
       "  7,\n",
       "  4,\n",
       "  72,\n",
       "  2,\n",
       "  4,\n",
       "  836,\n",
       "  13,\n",
       "  32,\n",
       "  53,\n",
       "  6,\n",
       "  1324,\n",
       "  565,\n",
       "  9,\n",
       "  4,\n",
       "  482,\n",
       "  1,\n",
       "  95,\n",
       "  17,\n",
       "  5,\n",
       "  212,\n",
       "  81],\n",
       " [4, 161, 54, 34, 5, 1325, 2, 1326, 189, 1327, 10, 4, 236, 37, 148, 8, 134],\n",
       " [63,\n",
       "  122,\n",
       "  54,\n",
       "  27,\n",
       "  145,\n",
       "  164,\n",
       "  6,\n",
       "  688,\n",
       "  9,\n",
       "  87,\n",
       "  2,\n",
       "  260,\n",
       "  33,\n",
       "  1,\n",
       "  107,\n",
       "  68,\n",
       "  689,\n",
       "  12,\n",
       "  690,\n",
       "  20,\n",
       "  691,\n",
       "  322,\n",
       "  94,\n",
       "  127],\n",
       " [1,\n",
       "  160,\n",
       "  13,\n",
       "  4,\n",
       "  1328,\n",
       "  57,\n",
       "  326,\n",
       "  35,\n",
       "  12,\n",
       "  122,\n",
       "  54,\n",
       "  27,\n",
       "  344,\n",
       "  837,\n",
       "  2,\n",
       "  803,\n",
       "  595,\n",
       "  2,\n",
       "  605,\n",
       "  225,\n",
       "  552,\n",
       "  98,\n",
       "  4,\n",
       "  245],\n",
       " [452, 314],\n",
       " [1,\n",
       "  51,\n",
       "  483,\n",
       "  41,\n",
       "  89,\n",
       "  82,\n",
       "  141,\n",
       "  1329,\n",
       "  284,\n",
       "  484,\n",
       "  1330,\n",
       "  46,\n",
       "  1331,\n",
       "  484,\n",
       "  838,\n",
       "  1332,\n",
       "  15,\n",
       "  839,\n",
       "  145,\n",
       "  35,\n",
       "  10,\n",
       "  5,\n",
       "  1333,\n",
       "  1334],\n",
       " [549, 345, 37, 4, 262, 113, 320],\n",
       " [1, 207, 470, 5, 312, 238, 4, 64, 371, 2, 1, 88, 540, 840],\n",
       " [22, 27, 34, 340, 153, 68, 187, 1335, 114, 240, 22, 69, 1336, 1337, 2, 841],\n",
       " [8, 606, 30, 224, 3, 7, 700, 1, 183, 8, 1338, 280, 8, 11, 30, 20, 5, 1339],\n",
       " [1, 30, 170, 5, 307, 3, 1340, 2, 385, 37, 21],\n",
       " [43,\n",
       "  17,\n",
       "  842,\n",
       "  15,\n",
       "  73,\n",
       "  843,\n",
       "  4,\n",
       "  485,\n",
       "  11,\n",
       "  251,\n",
       "  2,\n",
       "  171,\n",
       "  23,\n",
       "  195,\n",
       "  18,\n",
       "  2,\n",
       "  7,\n",
       "  22,\n",
       "  844,\n",
       "  7,\n",
       "  35,\n",
       "  2,\n",
       "  377,\n",
       "  4,\n",
       "  108],\n",
       " [154,\n",
       "  34,\n",
       "  5,\n",
       "  588,\n",
       "  189,\n",
       "  12,\n",
       "  607,\n",
       "  2,\n",
       "  845,\n",
       "  1341,\n",
       "  1342,\n",
       "  24,\n",
       "  11,\n",
       "  332,\n",
       "  294,\n",
       "  13,\n",
       "  6,\n",
       "  402,\n",
       "  422,\n",
       "  9,\n",
       "  123,\n",
       "  45,\n",
       "  2,\n",
       "  1,\n",
       "  11,\n",
       "  846,\n",
       "  63,\n",
       "  162,\n",
       "  63,\n",
       "  8,\n",
       "  11,\n",
       "  247,\n",
       "  322,\n",
       "  10,\n",
       "  113,\n",
       "  2,\n",
       "  58,\n",
       "  75,\n",
       "  74,\n",
       "  3,\n",
       "  6,\n",
       "  608,\n",
       "  2,\n",
       "  607],\n",
       " [4,\n",
       "  486,\n",
       "  403,\n",
       "  273,\n",
       "  7,\n",
       "  16,\n",
       "  4,\n",
       "  487,\n",
       "  36,\n",
       "  62,\n",
       "  7,\n",
       "  46,\n",
       "  70,\n",
       "  16,\n",
       "  4,\n",
       "  487,\n",
       "  4,\n",
       "  277,\n",
       "  249,\n",
       "  3,\n",
       "  190,\n",
       "  7,\n",
       "  13,\n",
       "  227],\n",
       " [2,\n",
       "  1,\n",
       "  11,\n",
       "  28,\n",
       "  847,\n",
       "  1343,\n",
       "  83,\n",
       "  183,\n",
       "  16,\n",
       "  11,\n",
       "  48,\n",
       "  4,\n",
       "  487,\n",
       "  2,\n",
       "  15,\n",
       "  1,\n",
       "  11,\n",
       "  6,\n",
       "  60,\n",
       "  10,\n",
       "  6,\n",
       "  387,\n",
       "  39,\n",
       "  1,\n",
       "  11,\n",
       "  6,\n",
       "  60,\n",
       "  250,\n",
       "  62,\n",
       "  226,\n",
       "  848,\n",
       "  609],\n",
       " [39,\n",
       "  52,\n",
       "  1,\n",
       "  47,\n",
       "  92,\n",
       "  74,\n",
       "  39,\n",
       "  324,\n",
       "  6,\n",
       "  1344,\n",
       "  610,\n",
       "  237,\n",
       "  1,\n",
       "  201,\n",
       "  49,\n",
       "  33,\n",
       "  145,\n",
       "  74,\n",
       "  3,\n",
       "  7,\n",
       "  39,\n",
       "  52,\n",
       "  1,\n",
       "  303,\n",
       "  3,\n",
       "  88,\n",
       "  685,\n",
       "  12,\n",
       "  4,\n",
       "  584,\n",
       "  1345],\n",
       " [95, 484, 572, 15, 14, 75, 164, 6, 360, 328, 40, 299, 1346],\n",
       " [849,\n",
       "  206,\n",
       "  324,\n",
       "  16,\n",
       "  52,\n",
       "  7,\n",
       "  29,\n",
       "  21,\n",
       "  6,\n",
       "  1347,\n",
       "  1348,\n",
       "  34,\n",
       "  5,\n",
       "  202,\n",
       "  13,\n",
       "  48,\n",
       "  86,\n",
       "  850],\n",
       " [4, 264, 11, 1349],\n",
       " [1,\n",
       "  106,\n",
       "  18,\n",
       "  70,\n",
       "  8,\n",
       "  27,\n",
       "  85,\n",
       "  70,\n",
       "  124,\n",
       "  16,\n",
       "  469,\n",
       "  3,\n",
       "  62,\n",
       "  7,\n",
       "  2,\n",
       "  70,\n",
       "  8,\n",
       "  34,\n",
       "  232,\n",
       "  7,\n",
       "  186,\n",
       "  1,\n",
       "  1350,\n",
       "  42,\n",
       "  31,\n",
       "  728,\n",
       "  13,\n",
       "  4,\n",
       "  401,\n",
       "  113],\n",
       " [8, 85, 41, 1, 112, 3, 6, 851, 8, 1351, 7],\n",
       " [16, 25, 852, 61, 1, 488, 172],\n",
       " [1,\n",
       "  30,\n",
       "  399,\n",
       "  5,\n",
       "  1352,\n",
       "  76,\n",
       "  45,\n",
       "  12,\n",
       "  5,\n",
       "  126,\n",
       "  54,\n",
       "  1,\n",
       "  313,\n",
       "  11,\n",
       "  4,\n",
       "  404,\n",
       "  167,\n",
       "  2,\n",
       "  1353,\n",
       "  763],\n",
       " [1,\n",
       "  34,\n",
       "  101,\n",
       "  440,\n",
       "  54,\n",
       "  11,\n",
       "  75,\n",
       "  3,\n",
       "  44,\n",
       "  89,\n",
       "  28,\n",
       "  1,\n",
       "  424,\n",
       "  10,\n",
       "  853,\n",
       "  8,\n",
       "  50,\n",
       "  44,\n",
       "  6,\n",
       "  131,\n",
       "  60,\n",
       "  1,\n",
       "  157,\n",
       "  611,\n",
       "  3],\n",
       " [100, 8, 228, 7, 10, 5, 1354],\n",
       " [219,\n",
       "  197,\n",
       "  1,\n",
       "  712,\n",
       "  3,\n",
       "  533,\n",
       "  3,\n",
       "  194,\n",
       "  4,\n",
       "  102,\n",
       "  433,\n",
       "  534,\n",
       "  2,\n",
       "  194,\n",
       "  4,\n",
       "  72,\n",
       "  67,\n",
       "  88,\n",
       "  141,\n",
       "  220,\n",
       "  9,\n",
       "  434,\n",
       "  158],\n",
       " [1, 117, 97, 25, 727, 1355, 37, 54, 1, 289, 83, 4, 113, 854, 4, 202, 113],\n",
       " [8, 25, 120, 23, 13, 78, 2, 78, 24, 1, 67, 313, 8, 11, 1356, 9, 148, 29, 21],\n",
       " [74,\n",
       "  10,\n",
       "  1357,\n",
       "  702,\n",
       "  4,\n",
       "  81,\n",
       "  50,\n",
       "  17,\n",
       "  301,\n",
       "  315,\n",
       "  2,\n",
       "  281,\n",
       "  674,\n",
       "  3,\n",
       "  6,\n",
       "  239,\n",
       "  22,\n",
       "  50,\n",
       "  17,\n",
       "  3,\n",
       "  112,\n",
       "  3,\n",
       "  6,\n",
       "  389],\n",
       " [39, 1, 110, 19, 1, 432, 9, 80, 9, 80, 99, 8, 855, 7],\n",
       " [4, 84, 2, 1, 17, 25, 553, 13, 443, 32],\n",
       " [1,\n",
       "  34,\n",
       "  201,\n",
       "  4,\n",
       "  461,\n",
       "  2,\n",
       "  221,\n",
       "  327,\n",
       "  26,\n",
       "  8,\n",
       "  34,\n",
       "  220,\n",
       "  7,\n",
       "  455,\n",
       "  200,\n",
       "  256,\n",
       "  24,\n",
       "  8,\n",
       "  50,\n",
       "  346,\n",
       "  132,\n",
       "  7,\n",
       "  2,\n",
       "  50,\n",
       "  612,\n",
       "  7,\n",
       "  2,\n",
       "  34,\n",
       "  31,\n",
       "  180,\n",
       "  612,\n",
       "  7,\n",
       "  13,\n",
       "  218,\n",
       "  2,\n",
       "  1,\n",
       "  448,\n",
       "  12,\n",
       "  19,\n",
       "  13,\n",
       "  182,\n",
       "  32,\n",
       "  207,\n",
       "  1,\n",
       "  125,\n",
       "  2,\n",
       "  39,\n",
       "  8,\n",
       "  856,\n",
       "  26,\n",
       "  8,\n",
       "  405,\n",
       "  47,\n",
       "  7,\n",
       "  74,\n",
       "  8,\n",
       "  1358,\n",
       "  280,\n",
       "  10,\n",
       "  473,\n",
       "  9,\n",
       "  7,\n",
       "  2,\n",
       "  1,\n",
       "  17,\n",
       "  25,\n",
       "  99,\n",
       "  525,\n",
       "  2,\n",
       "  119,\n",
       "  61,\n",
       "  1,\n",
       "  11,\n",
       "  295,\n",
       "  20,\n",
       "  2,\n",
       "  178,\n",
       "  2,\n",
       "  59,\n",
       "  53,\n",
       "  1359,\n",
       "  2,\n",
       "  12,\n",
       "  5,\n",
       "  68,\n",
       "  1360,\n",
       "  126,\n",
       "  15,\n",
       "  50,\n",
       "  67,\n",
       "  681,\n",
       "  5,\n",
       "  489,\n",
       "  20,\n",
       "  7,\n",
       "  24,\n",
       "  156,\n",
       "  252,\n",
       "  5,\n",
       "  181,\n",
       "  9,\n",
       "  613,\n",
       "  40,\n",
       "  8,\n",
       "  776,\n",
       "  68,\n",
       "  421,\n",
       "  406,\n",
       "  1361,\n",
       "  9,\n",
       "  86,\n",
       "  1362,\n",
       "  67,\n",
       "  25,\n",
       "  163,\n",
       "  187,\n",
       "  169,\n",
       "  46,\n",
       "  128,\n",
       "  2,\n",
       "  8,\n",
       "  857,\n",
       "  7,\n",
       "  3,\n",
       "  220,\n",
       "  9,\n",
       "  30,\n",
       "  47,\n",
       "  136,\n",
       "  16,\n",
       "  61,\n",
       "  406,\n",
       "  86,\n",
       "  142,\n",
       "  32,\n",
       "  71,\n",
       "  2,\n",
       "  8,\n",
       "  27,\n",
       "  5,\n",
       "  229,\n",
       "  55,\n",
       "  1363,\n",
       "  206,\n",
       "  1,\n",
       "  51,\n",
       "  6,\n",
       "  130,\n",
       "  1,\n",
       "  51,\n",
       "  2,\n",
       "  304,\n",
       "  30,\n",
       "  220,\n",
       "  9,\n",
       "  201,\n",
       "  254,\n",
       "  70,\n",
       "  3,\n",
       "  614,\n",
       "  12,\n",
       "  48,\n",
       "  9,\n",
       "  21],\n",
       " [46,\n",
       "  39,\n",
       "  36,\n",
       "  327,\n",
       "  26,\n",
       "  56,\n",
       "  117,\n",
       "  615,\n",
       "  3,\n",
       "  243,\n",
       "  122,\n",
       "  454,\n",
       "  2,\n",
       "  230,\n",
       "  849,\n",
       "  73,\n",
       "  1364,\n",
       "  16],\n",
       " [1365, 2, 1366, 13, 6, 1367],\n",
       " [1,\n",
       "  1368,\n",
       "  13,\n",
       "  38,\n",
       "  1369,\n",
       "  74,\n",
       "  100,\n",
       "  15,\n",
       "  275,\n",
       "  858,\n",
       "  3,\n",
       "  858,\n",
       "  12,\n",
       "  19,\n",
       "  10,\n",
       "  1370,\n",
       "  20,\n",
       "  299,\n",
       "  1371],\n",
       " [27,\n",
       "  1372,\n",
       "  847,\n",
       "  616,\n",
       "  230,\n",
       "  617,\n",
       "  3,\n",
       "  1373,\n",
       "  230,\n",
       "  316,\n",
       "  73,\n",
       "  1374,\n",
       "  9,\n",
       "  5,\n",
       "  316,\n",
       "  317,\n",
       "  44,\n",
       "  859,\n",
       "  3,\n",
       "  860,\n",
       "  1375,\n",
       "  1376,\n",
       "  6,\n",
       "  1377,\n",
       "  1378,\n",
       "  149,\n",
       "  38,\n",
       "  1379,\n",
       "  1380,\n",
       "  44,\n",
       "  159,\n",
       "  63,\n",
       "  1381,\n",
       "  4,\n",
       "  1382,\n",
       "  14,\n",
       "  861,\n",
       "  115,\n",
       "  55,\n",
       "  1,\n",
       "  391,\n",
       "  4,\n",
       "  617,\n",
       "  8,\n",
       "  1383,\n",
       "  4,\n",
       "  65,\n",
       "  26,\n",
       "  13,\n",
       "  1384,\n",
       "  24,\n",
       "  8,\n",
       "  95,\n",
       "  106,\n",
       "  7,\n",
       "  4,\n",
       "  65,\n",
       "  11,\n",
       "  225,\n",
       "  1385,\n",
       "  9,\n",
       "  5,\n",
       "  1386,\n",
       "  2,\n",
       "  50,\n",
       "  67,\n",
       "  47,\n",
       "  862,\n",
       "  2,\n",
       "  1,\n",
       "  569,\n",
       "  3,\n",
       "  327,\n",
       "  5,\n",
       "  130,\n",
       "  3,\n",
       "  1387,\n",
       "  31,\n",
       "  1388,\n",
       "  33,\n",
       "  1389,\n",
       "  863,\n",
       "  618],\n",
       " [1, 91, 694, 92, 3, 17, 5, 102],\n",
       " [1, 1390, 28, 162, 40, 1, 34, 3, 47, 5, 124, 1391, 20, 4, 65],\n",
       " [1, 51, 6, 64],\n",
       " [8, 1392, 136, 18, 2, 138, 864, 23, 12, 18],\n",
       " [28,\n",
       "  271,\n",
       "  12,\n",
       "  19,\n",
       "  13,\n",
       "  29,\n",
       "  182,\n",
       "  32,\n",
       "  59,\n",
       "  2,\n",
       "  1,\n",
       "  17,\n",
       "  3,\n",
       "  116,\n",
       "  12,\n",
       "  18,\n",
       "  40,\n",
       "  1393,\n",
       "  30,\n",
       "  309,\n",
       "  456,\n",
       "  2,\n",
       "  1,\n",
       "  107,\n",
       "  17,\n",
       "  3,\n",
       "  112,\n",
       "  3,\n",
       "  490,\n",
       "  4,\n",
       "  161,\n",
       "  14,\n",
       "  29,\n",
       "  1394,\n",
       "  2,\n",
       "  8,\n",
       "  27,\n",
       "  1395,\n",
       "  28,\n",
       "  8,\n",
       "  68,\n",
       "  1396,\n",
       "  128,\n",
       "  9,\n",
       "  77,\n",
       "  14,\n",
       "  75,\n",
       "  20],\n",
       " [1,\n",
       "  520,\n",
       "  491,\n",
       "  168,\n",
       "  216,\n",
       "  74,\n",
       "  3,\n",
       "  4,\n",
       "  492,\n",
       "  619,\n",
       "  2,\n",
       "  310,\n",
       "  3,\n",
       "  347,\n",
       "  3,\n",
       "  194,\n",
       "  86,\n",
       "  204,\n",
       "  12,\n",
       "  38,\n",
       "  65,\n",
       "  277,\n",
       "  15,\n",
       "  1,\n",
       "  448,\n",
       "  10,\n",
       "  192,\n",
       "  12],\n",
       " [101, 1397, 105],\n",
       " [1, 30, 432, 2, 129, 339, 37, 128, 305],\n",
       " [31, 167, 34, 3, 135, 38, 865, 13, 19, 40, 8, 11, 493, 257],\n",
       " [866, 373, 28, 1, 17, 174, 482, 2, 4, 121, 82, 217],\n",
       " [173, 25, 26, 9, 60, 13, 42, 867, 182, 78],\n",
       " [5,\n",
       "  367,\n",
       "  9,\n",
       "  127,\n",
       "  71,\n",
       "  4,\n",
       "  1398,\n",
       "  84,\n",
       "  11,\n",
       "  480,\n",
       "  3,\n",
       "  474,\n",
       "  13,\n",
       "  87,\n",
       "  494,\n",
       "  2,\n",
       "  1399,\n",
       "  1400],\n",
       " [7, 868, 344, 357, 215, 33],\n",
       " [57, 6, 1401, 9, 123, 620, 59, 174, 1402, 123, 450, 17, 25, 251, 407, 609],\n",
       " [16, 1403, 3, 4, 211, 80, 241],\n",
       " [68, 137, 1404],\n",
       " [4,\n",
       "  282,\n",
       "  27,\n",
       "  97,\n",
       "  34,\n",
       "  5,\n",
       "  495,\n",
       "  2,\n",
       "  89,\n",
       "  27,\n",
       "  97,\n",
       "  25,\n",
       "  5,\n",
       "  422,\n",
       "  9,\n",
       "  7,\n",
       "  15,\n",
       "  14,\n",
       "  160,\n",
       "  9,\n",
       "  19,\n",
       "  24,\n",
       "  364,\n",
       "  1405,\n",
       "  115,\n",
       "  76,\n",
       "  21,\n",
       "  495,\n",
       "  1406,\n",
       "  215,\n",
       "  1407,\n",
       "  2,\n",
       "  216,\n",
       "  3,\n",
       "  735,\n",
       "  9,\n",
       "  111],\n",
       " [172, 14, 6, 245, 1, 11, 1408, 1, 51, 10, 38, 23, 45, 12, 4, 1409, 72],\n",
       " [1, 34, 5, 140, 140, 561, 316, 9, 1410, 281, 869, 40, 9, 87, 111],\n",
       " [6,\n",
       "  105,\n",
       "  27,\n",
       "  85,\n",
       "  86,\n",
       "  1,\n",
       "  88,\n",
       "  156,\n",
       "  1411,\n",
       "  24,\n",
       "  8,\n",
       "  14,\n",
       "  234,\n",
       "  39,\n",
       "  1,\n",
       "  199,\n",
       "  15,\n",
       "  2,\n",
       "  283,\n",
       "  53,\n",
       "  30,\n",
       "  225,\n",
       "  1412],\n",
       " [528,\n",
       "  1,\n",
       "  1413,\n",
       "  24,\n",
       "  40,\n",
       "  21,\n",
       "  14,\n",
       "  148,\n",
       "  1414,\n",
       "  3,\n",
       "  7,\n",
       "  15,\n",
       "  1,\n",
       "  73,\n",
       "  30,\n",
       "  870,\n",
       "  16,\n",
       "  26,\n",
       "  317,\n",
       "  2,\n",
       "  1415],\n",
       " [1, 129, 66, 41, 21, 14, 95, 33],\n",
       " [90, 99, 7, 136, 535, 1416, 9, 92, 20, 380, 381],\n",
       " [1, 28, 287, 160, 150, 59],\n",
       " [4,\n",
       "  64,\n",
       "  1417,\n",
       "  27,\n",
       "  25,\n",
       "  758,\n",
       "  7,\n",
       "  1418,\n",
       "  2,\n",
       "  4,\n",
       "  105,\n",
       "  226,\n",
       "  6,\n",
       "  258,\n",
       "  555,\n",
       "  39,\n",
       "  8,\n",
       "  871,\n",
       "  35,\n",
       "  42,\n",
       "  4,\n",
       "  121,\n",
       "  96],\n",
       " [314,\n",
       "  14,\n",
       "  107,\n",
       "  325,\n",
       "  49,\n",
       "  292,\n",
       "  28,\n",
       "  1,\n",
       "  129,\n",
       "  17,\n",
       "  6,\n",
       "  872,\n",
       "  9,\n",
       "  30,\n",
       "  868,\n",
       "  35,\n",
       "  3,\n",
       "  6,\n",
       "  496,\n",
       "  3,\n",
       "  873,\n",
       "  3,\n",
       "  122],\n",
       " [1, 51, 5, 1419, 10, 5, 103],\n",
       " [1,\n",
       "  107,\n",
       "  68,\n",
       "  160,\n",
       "  37,\n",
       "  1420,\n",
       "  80,\n",
       "  497,\n",
       "  861,\n",
       "  9,\n",
       "  308,\n",
       "  33,\n",
       "  2,\n",
       "  874,\n",
       "  24,\n",
       "  42,\n",
       "  867,\n",
       "  8,\n",
       "  382,\n",
       "  47,\n",
       "  498,\n",
       "  32,\n",
       "  13,\n",
       "  6,\n",
       "  1421,\n",
       "  1422],\n",
       " [8,\n",
       "  1423,\n",
       "  7,\n",
       "  2,\n",
       "  39,\n",
       "  8,\n",
       "  713,\n",
       "  6,\n",
       "  499,\n",
       "  11,\n",
       "  1424,\n",
       "  138,\n",
       "  400,\n",
       "  16,\n",
       "  184,\n",
       "  12,\n",
       "  31,\n",
       "  1425,\n",
       "  1426,\n",
       "  186,\n",
       "  1,\n",
       "  157,\n",
       "  417,\n",
       "  6,\n",
       "  499,\n",
       "  615,\n",
       "  3,\n",
       "  1427],\n",
       " [103, 32, 272, 1, 11, 6, 64],\n",
       " [17, 226, 219, 165, 61, 2, 17, 58, 1428, 3, 5, 875, 10, 48, 15, 55],\n",
       " [1,\n",
       "  88,\n",
       "  5,\n",
       "  1429,\n",
       "  9,\n",
       "  86,\n",
       "  24,\n",
       "  1,\n",
       "  34,\n",
       "  876,\n",
       "  9,\n",
       "  7,\n",
       "  2,\n",
       "  19,\n",
       "  332,\n",
       "  877,\n",
       "  86,\n",
       "  24,\n",
       "  60,\n",
       "  878,\n",
       "  1,\n",
       "  1430,\n",
       "  68,\n",
       "  524,\n",
       "  7,\n",
       "  75],\n",
       " [266, 263, 408, 371, 2, 477, 879, 2, 10, 6, 880, 434, 9, 4, 113],\n",
       " [8, 58, 5, 187, 118],\n",
       " [20, 6, 1431, 393, 1432, 5, 881],\n",
       " [30, 77, 6, 1433],\n",
       " [1, 73, 144, 40, 1, 17, 101, 218, 2, 1, 17, 882],\n",
       " [4, 621, 14, 451, 2, 4, 883, 14, 1434],\n",
       " [70,\n",
       "  14,\n",
       "  16,\n",
       "  169,\n",
       "  29,\n",
       "  21,\n",
       "  73,\n",
       "  193,\n",
       "  325,\n",
       "  63,\n",
       "  5,\n",
       "  884,\n",
       "  104,\n",
       "  57,\n",
       "  811,\n",
       "  143,\n",
       "  10,\n",
       "  622,\n",
       "  12,\n",
       "  876],\n",
       " [8,\n",
       "  11,\n",
       "  257,\n",
       "  2,\n",
       "  297,\n",
       "  4,\n",
       "  113,\n",
       "  12,\n",
       "  5,\n",
       "  885,\n",
       "  2,\n",
       "  62,\n",
       "  7,\n",
       "  481,\n",
       "  223,\n",
       "  10,\n",
       "  6,\n",
       "  286,\n",
       "  2,\n",
       "  886,\n",
       "  4,\n",
       "  131,\n",
       "  887,\n",
       "  82,\n",
       "  5,\n",
       "  888,\n",
       "  889],\n",
       " [8, 249, 3, 623, 7, 83, 247, 3, 31, 500],\n",
       " [4, 166, 27, 25, 23, 13, 32, 59],\n",
       " [226, 7, 848, 2, 806, 7],\n",
       " [4, 108, 14, 10, 6, 624, 9, 227, 18, 23, 255, 9, 625, 32],\n",
       " [21, 309, 26, 3, 44, 5, 241, 890, 253, 1, 591],\n",
       " [8, 152, 3, 6, 891, 2, 34, 146, 1435, 9, 1436, 57],\n",
       " [101, 215, 1437],\n",
       " [6, 892, 33, 22, 893, 11, 265, 2, 251],\n",
       " [58,\n",
       "  131,\n",
       "  11,\n",
       "  8,\n",
       "  58,\n",
       "  894,\n",
       "  12,\n",
       "  128,\n",
       "  36,\n",
       "  95,\n",
       "  1438,\n",
       "  1439,\n",
       "  7,\n",
       "  8,\n",
       "  11,\n",
       "  80,\n",
       "  626,\n",
       "  6,\n",
       "  33,\n",
       "  27,\n",
       "  895,\n",
       "  298,\n",
       "  61,\n",
       "  1,\n",
       "  1440,\n",
       "  16],\n",
       " [53,\n",
       "  28,\n",
       "  160,\n",
       "  9,\n",
       "  6,\n",
       "  896,\n",
       "  39,\n",
       "  36,\n",
       "  47,\n",
       "  172,\n",
       "  2,\n",
       "  6,\n",
       "  407,\n",
       "  2,\n",
       "  154,\n",
       "  300,\n",
       "  1441,\n",
       "  2,\n",
       "  1442,\n",
       "  13,\n",
       "  7,\n",
       "  58,\n",
       "  3,\n",
       "  112,\n",
       "  3,\n",
       "  556,\n",
       "  5,\n",
       "  1443,\n",
       "  2,\n",
       "  897,\n",
       "  280,\n",
       "  184,\n",
       "  6,\n",
       "  1444,\n",
       "  3,\n",
       "  1445,\n",
       "  29,\n",
       "  8,\n",
       "  11,\n",
       "  93],\n",
       " [43, 17, 61, 125],\n",
       " [1, 88, 29, 5, 1446, 219, 55, 40, 1, 73, 104, 1447, 4, 882],\n",
       " [7, 1448, 1, 51, 5, 1449, 9, 875, 1450, 2, 87, 111],\n",
       " [1,\n",
       "  11,\n",
       "  483,\n",
       "  41,\n",
       "  224,\n",
       "  342,\n",
       "  9,\n",
       "  141,\n",
       "  1451,\n",
       "  15,\n",
       "  73,\n",
       "  98,\n",
       "  12,\n",
       "  744,\n",
       "  5,\n",
       "  1452,\n",
       "  1453,\n",
       "  1454],\n",
       " [4, 244, 14, 101, 898, 2, 27, 25, 23, 13, 5, 241, 59],\n",
       " [61, 213, 103, 22, 27, 297, 7, 12, 1455, 513],\n",
       " [302,\n",
       "  42,\n",
       "  6,\n",
       "  360,\n",
       "  55,\n",
       "  29,\n",
       "  36,\n",
       "  627,\n",
       "  19,\n",
       "  1456,\n",
       "  40,\n",
       "  10,\n",
       "  29,\n",
       "  899,\n",
       "  1457,\n",
       "  105,\n",
       "  613,\n",
       "  1,\n",
       "  47,\n",
       "  1458,\n",
       "  42,\n",
       "  2,\n",
       "  13,\n",
       "  19,\n",
       "  36,\n",
       "  30,\n",
       "  91,\n",
       "  52,\n",
       "  259],\n",
       " [4, 90, 9, 1459, 11, 501, 3, 303, 12],\n",
       " [81, 2, 1, 203, 116, 10, 123, 1460, 1461, 96],\n",
       " [1,\n",
       "  293,\n",
       "  10,\n",
       "  460,\n",
       "  1462,\n",
       "  12,\n",
       "  101,\n",
       "  60,\n",
       "  3,\n",
       "  611,\n",
       "  3,\n",
       "  628,\n",
       "  9,\n",
       "  4,\n",
       "  23,\n",
       "  121,\n",
       "  2,\n",
       "  23,\n",
       "  65],\n",
       " [4, 81, 27, 25, 75, 164, 32, 9, 251],\n",
       " [21, 189, 76, 1, 17, 25, 12, 4, 140, 701, 2, 23, 90],\n",
       " [1, 1463, 13, 98, 2, 8, 69, 160, 2, 289, 7, 112],\n",
       " [53, 95, 900, 40, 154, 5, 261, 9, 1464],\n",
       " [22, 27, 216, 185, 49, 6, 72],\n",
       " [16, 25, 103, 127, 61, 4, 64, 84, 207, 275, 225, 1465],\n",
       " [1466,\n",
       "  1467,\n",
       "  31,\n",
       "  495,\n",
       "  2,\n",
       "  453,\n",
       "  31,\n",
       "  209,\n",
       "  8,\n",
       "  14,\n",
       "  140,\n",
       "  348,\n",
       "  53,\n",
       "  58,\n",
       "  287,\n",
       "  1468,\n",
       "  28,\n",
       "  7,\n",
       "  1469,\n",
       "  31,\n",
       "  348,\n",
       "  1470,\n",
       "  30,\n",
       "  1471,\n",
       "  20,\n",
       "  2,\n",
       "  20,\n",
       "  2,\n",
       "  97,\n",
       "  1472,\n",
       "  629,\n",
       "  343,\n",
       "  104,\n",
       "  272,\n",
       "  154,\n",
       "  97,\n",
       "  329,\n",
       "  42,\n",
       "  86,\n",
       "  1473,\n",
       "  225],\n",
       " [1, 117, 67, 313, 9, 557, 18],\n",
       " [1,\n",
       "  188,\n",
       "  152,\n",
       "  172,\n",
       "  3,\n",
       "  760,\n",
       "  61,\n",
       "  1,\n",
       "  149,\n",
       "  44,\n",
       "  247,\n",
       "  74,\n",
       "  12,\n",
       "  19,\n",
       "  581,\n",
       "  53,\n",
       "  901,\n",
       "  3,\n",
       "  279,\n",
       "  308,\n",
       "  1474,\n",
       "  902,\n",
       "  20,\n",
       "  31,\n",
       "  1475,\n",
       "  1476,\n",
       "  70,\n",
       "  630,\n",
       "  1,\n",
       "  51,\n",
       "  1,\n",
       "  30,\n",
       "  109,\n",
       "  3,\n",
       "  66,\n",
       "  6,\n",
       "  624,\n",
       "  1,\n",
       "  17,\n",
       "  4,\n",
       "  1477,\n",
       "  10,\n",
       "  1478,\n",
       "  3,\n",
       "  116,\n",
       "  12,\n",
       "  311,\n",
       "  2,\n",
       "  4,\n",
       "  554,\n",
       "  10,\n",
       "  1479,\n",
       "  1480,\n",
       "  2,\n",
       "  4,\n",
       "  95,\n",
       "  72,\n",
       "  14,\n",
       "  903,\n",
       "  24,\n",
       "  271,\n",
       "  733,\n",
       "  7,\n",
       "  74,\n",
       "  2,\n",
       "  254,\n",
       "  41,\n",
       "  904,\n",
       "  38,\n",
       "  872],\n",
       " [4, 64, 14, 4, 565],\n",
       " [7, 1481, 394, 128, 98, 104, 5, 905, 9, 208, 2, 1482],\n",
       " [16, 138, 178, 1483, 386, 3, 19, 250, 1484],\n",
       " [21,\n",
       "  50,\n",
       "  44,\n",
       "  38,\n",
       "  502,\n",
       "  1485,\n",
       "  24,\n",
       "  6,\n",
       "  1486,\n",
       "  9,\n",
       "  19,\n",
       "  1487,\n",
       "  7,\n",
       "  42,\n",
       "  38,\n",
       "  379,\n",
       "  20,\n",
       "  4,\n",
       "  906,\n",
       "  233,\n",
       "  50,\n",
       "  44,\n",
       "  501],\n",
       " [139,\n",
       "  1488,\n",
       "  331,\n",
       "  35,\n",
       "  20,\n",
       "  70,\n",
       "  3,\n",
       "  47,\n",
       "  26,\n",
       "  9,\n",
       "  38,\n",
       "  23,\n",
       "  245,\n",
       "  2,\n",
       "  89,\n",
       "  14,\n",
       "  5,\n",
       "  181,\n",
       "  9,\n",
       "  705,\n",
       "  20,\n",
       "  631,\n",
       "  5,\n",
       "  603,\n",
       "  20,\n",
       "  5,\n",
       "  632,\n",
       "  3,\n",
       "  144,\n",
       "  29,\n",
       "  63,\n",
       "  60,\n",
       "  9,\n",
       "  6,\n",
       "  892,\n",
       "  830],\n",
       " [28,\n",
       "  16,\n",
       "  11,\n",
       "  205,\n",
       "  29,\n",
       "  1,\n",
       "  30,\n",
       "  170,\n",
       "  3,\n",
       "  907,\n",
       "  238,\n",
       "  18,\n",
       "  54,\n",
       "  11,\n",
       "  31,\n",
       "  162,\n",
       "  55,\n",
       "  404,\n",
       "  167,\n",
       "  1,\n",
       "  908,\n",
       "  83,\n",
       "  16,\n",
       "  30,\n",
       "  28,\n",
       "  1,\n",
       "  157,\n",
       "  17,\n",
       "  19,\n",
       "  139,\n",
       "  95,\n",
       "  93,\n",
       "  21,\n",
       "  237],\n",
       " [43, 117, 25, 101, 192, 13, 205, 443, 78, 2, 8, 25, 909, 13, 205, 146],\n",
       " [4,\n",
       "  605,\n",
       "  2,\n",
       "  315,\n",
       "  27,\n",
       "  25,\n",
       "  68,\n",
       "  187,\n",
       "  364,\n",
       "  6,\n",
       "  633,\n",
       "  2,\n",
       "  80,\n",
       "  10,\n",
       "  5,\n",
       "  45,\n",
       "  15,\n",
       "  1489,\n",
       "  179,\n",
       "  39,\n",
       "  56,\n",
       "  82,\n",
       "  634,\n",
       "  315,\n",
       "  2,\n",
       "  605,\n",
       "  324,\n",
       "  58,\n",
       "  98],\n",
       " [1,\n",
       "  17,\n",
       "  97,\n",
       "  1490,\n",
       "  4,\n",
       "  166,\n",
       "  13,\n",
       "  6,\n",
       "  434,\n",
       "  8,\n",
       "  27,\n",
       "  1491,\n",
       "  20,\n",
       "  4,\n",
       "  108,\n",
       "  162,\n",
       "  114,\n",
       "  1,\n",
       "  11,\n",
       "  783,\n",
       "  8,\n",
       "  119,\n",
       "  2,\n",
       "  222,\n",
       "  99,\n",
       "  18],\n",
       " [329,\n",
       "  74,\n",
       "  16,\n",
       "  48,\n",
       "  1492,\n",
       "  3,\n",
       "  7,\n",
       "  59,\n",
       "  2,\n",
       "  16,\n",
       "  910,\n",
       "  70,\n",
       "  124,\n",
       "  21,\n",
       "  118,\n",
       "  14,\n",
       "  42,\n",
       "  1493,\n",
       "  58,\n",
       "  30,\n",
       "  7,\n",
       "  24,\n",
       "  418,\n",
       "  314,\n",
       "  10,\n",
       "  230,\n",
       "  330],\n",
       " [866,\n",
       "  558,\n",
       "  1,\n",
       "  5,\n",
       "  354,\n",
       "  76,\n",
       "  176,\n",
       "  237,\n",
       "  293,\n",
       "  12,\n",
       "  18,\n",
       "  121,\n",
       "  318,\n",
       "  1,\n",
       "  1494,\n",
       "  492,\n",
       "  63,\n",
       "  5,\n",
       "  130,\n",
       "  3,\n",
       "  1495,\n",
       "  218],\n",
       " [8,\n",
       "  27,\n",
       "  911,\n",
       "  9,\n",
       "  201,\n",
       "  442,\n",
       "  61,\n",
       "  6,\n",
       "  633,\n",
       "  62,\n",
       "  2,\n",
       "  27,\n",
       "  25,\n",
       "  335,\n",
       "  7,\n",
       "  10,\n",
       "  215,\n",
       "  1496,\n",
       "  1497],\n",
       " [188,\n",
       "  22,\n",
       "  334,\n",
       "  94,\n",
       "  86,\n",
       "  3,\n",
       "  153,\n",
       "  169,\n",
       "  2,\n",
       "  22,\n",
       "  1498,\n",
       "  39,\n",
       "  22,\n",
       "  324,\n",
       "  2,\n",
       "  1499,\n",
       "  16,\n",
       "  178,\n",
       "  63,\n",
       "  5,\n",
       "  1500,\n",
       "  2,\n",
       "  22,\n",
       "  1501,\n",
       "  7,\n",
       "  10,\n",
       "  1502,\n",
       "  2,\n",
       "  1,\n",
       "  88,\n",
       "  29,\n",
       "  22,\n",
       "  75,\n",
       "  3,\n",
       "  62,\n",
       "  7,\n",
       "  248,\n",
       "  55,\n",
       "  1,\n",
       "  243,\n",
       "  18,\n",
       "  581,\n",
       "  1,\n",
       "  160,\n",
       "  2,\n",
       "  254,\n",
       "  77,\n",
       "  3,\n",
       "  52,\n",
       "  41,\n",
       "  22,\n",
       "  912,\n",
       "  7,\n",
       "  1,\n",
       "  88,\n",
       "  29,\n",
       "  1,\n",
       "  1503,\n",
       "  16,\n",
       "  3,\n",
       "  5,\n",
       "  769,\n",
       "  61,\n",
       "  1,\n",
       "  913,\n",
       "  123,\n",
       "  45,\n",
       "  2,\n",
       "  59,\n",
       "  22,\n",
       "  631,\n",
       "  1504,\n",
       "  9,\n",
       "  7,\n",
       "  1505,\n",
       "  1,\n",
       "  445,\n",
       "  92,\n",
       "  1,\n",
       "  129,\n",
       "  109,\n",
       "  18,\n",
       "  3,\n",
       "  93,\n",
       "  7],\n",
       " [80, 12, 5, 118, 15, 914, 3, 1506, 14, 1507, 910],\n",
       " [302,\n",
       "  131,\n",
       "  39,\n",
       "  1,\n",
       "  51,\n",
       "  234,\n",
       "  415,\n",
       "  12,\n",
       "  18,\n",
       "  37,\n",
       "  18,\n",
       "  75,\n",
       "  1508,\n",
       "  238,\n",
       "  7,\n",
       "  2,\n",
       "  1509,\n",
       "  4,\n",
       "  730,\n",
       "  1510,\n",
       "  664,\n",
       "  409],\n",
       " [851,\n",
       "  69,\n",
       "  226,\n",
       "  2,\n",
       "  48,\n",
       "  36,\n",
       "  134,\n",
       "  11,\n",
       "  267,\n",
       "  6,\n",
       "  635,\n",
       "  13,\n",
       "  5,\n",
       "  212,\n",
       "  241,\n",
       "  2,\n",
       "  100,\n",
       "  110,\n",
       "  4,\n",
       "  167,\n",
       "  15,\n",
       "  274,\n",
       "  31,\n",
       "  166,\n",
       "  420,\n",
       "  347,\n",
       "  3,\n",
       "  93,\n",
       "  19],\n",
       " [4,\n",
       "  599,\n",
       "  69,\n",
       "  1511,\n",
       "  480,\n",
       "  185,\n",
       "  40,\n",
       "  9,\n",
       "  6,\n",
       "  64,\n",
       "  2,\n",
       "  1,\n",
       "  109,\n",
       "  19,\n",
       "  74,\n",
       "  154,\n",
       "  30,\n",
       "  5,\n",
       "  212,\n",
       "  296,\n",
       "  2,\n",
       "  1,\n",
       "  109,\n",
       "  19,\n",
       "  2,\n",
       "  58,\n",
       "  6,\n",
       "  64,\n",
       "  24,\n",
       "  1,\n",
       "  107,\n",
       "  88,\n",
       "  187],\n",
       " [375,\n",
       "  44,\n",
       "  247,\n",
       "  20,\n",
       "  4,\n",
       "  401,\n",
       "  318,\n",
       "  1512,\n",
       "  44,\n",
       "  247,\n",
       "  3,\n",
       "  5,\n",
       "  270,\n",
       "  307,\n",
       "  12,\n",
       "  123,\n",
       "  1513,\n",
       "  161],\n",
       " [394, 358, 7, 208],\n",
       " [61,\n",
       "  1,\n",
       "  11,\n",
       "  306,\n",
       "  4,\n",
       "  102,\n",
       "  97,\n",
       "  132,\n",
       "  7,\n",
       "  35,\n",
       "  10,\n",
       "  877,\n",
       "  409,\n",
       "  39,\n",
       "  8,\n",
       "  11,\n",
       "  415,\n",
       "  1514,\n",
       "  1515],\n",
       " [1, 388, 32, 210, 3, 47, 390, 98, 13, 4, 64, 54, 14, 1516, 336, 915],\n",
       " [4, 1517, 23, 45, 11, 1518, 251, 1519],\n",
       " [16, 25, 163, 182, 78, 61, 22, 115, 62, 7],\n",
       " [53, 210, 3, 771, 4, 636, 3, 312, 1520, 1521, 185],\n",
       " [104, 343, 19, 10, 4, 113, 1, 107, 503],\n",
       " [36, 110, 4, 72, 15, 36, 519, 98, 18, 186, 22, 151, 47, 5, 410],\n",
       " [637, 2, 1, 17, 25, 217, 13, 205, 103, 32],\n",
       " [1, 69, 26, 9, 21, 119, 23, 45, 205, 146, 32, 71, 59],\n",
       " [916, 6, 917, 9, 146, 263, 8, 638, 4, 499, 10, 472],\n",
       " [16,\n",
       "  14,\n",
       "  1522,\n",
       "  3,\n",
       "  199,\n",
       "  15,\n",
       "  464,\n",
       "  354,\n",
       "  27,\n",
       "  25,\n",
       "  588,\n",
       "  13,\n",
       "  314,\n",
       "  2,\n",
       "  27,\n",
       "  25,\n",
       "  1523,\n",
       "  3,\n",
       "  58,\n",
       "  131,\n",
       "  1524,\n",
       "  1525,\n",
       "  2,\n",
       "  1526],\n",
       " [4, 244, 14, 101, 898, 2, 27, 25, 23, 13, 5, 241, 59],\n",
       " [2, 53, 58, 269, 41, 15, 11, 6, 150, 328, 3, 52],\n",
       " [254, 77, 1, 274, 52],\n",
       " [8,\n",
       "  226,\n",
       "  7,\n",
       "  49,\n",
       "  6,\n",
       "  474,\n",
       "  240,\n",
       "  8,\n",
       "  14,\n",
       "  20,\n",
       "  918,\n",
       "  436,\n",
       "  26,\n",
       "  20,\n",
       "  19,\n",
       "  13,\n",
       "  639,\n",
       "  7,\n",
       "  2,\n",
       "  841,\n",
       "  3,\n",
       "  190,\n",
       "  7],\n",
       " [8, 11, 28, 725, 3, 7, 119, 2, 120, 99, 7, 13, 136, 5, 76],\n",
       " [22, 397, 4, 72, 2, 4, 102],\n",
       " [1, 91, 68, 411, 77, 142],\n",
       " [8, 27, 25, 140, 179, 195, 7],\n",
       " [86,\n",
       "  156,\n",
       "  919,\n",
       "  187,\n",
       "  24,\n",
       "  1,\n",
       "  67,\n",
       "  591,\n",
       "  19,\n",
       "  3,\n",
       "  445,\n",
       "  7,\n",
       "  28,\n",
       "  200,\n",
       "  3,\n",
       "  6,\n",
       "  239,\n",
       "  240,\n",
       "  8,\n",
       "  50,\n",
       "  93,\n",
       "  7,\n",
       "  2,\n",
       "  1527,\n",
       "  3],\n",
       " [1, 34, 5, 181, 9, 1528, 2, 344, 195, 19, 386, 3, 920, 2, 1529],\n",
       " [1, 640, 641, 411, 19, 235, 335, 18],\n",
       " [4, 90, 377, 7, 2, 1, 1530, 2, 467, 2, 59, 4, 1531, 642],\n",
       " [383, 593, 2, 796, 6, 1532, 1533, 4, 64, 12, 31, 1534, 614],\n",
       " [36, 110, 4, 72, 15, 36, 519, 98, 18, 186, 22, 151, 47, 5, 410],\n",
       " [1,\n",
       "  4,\n",
       "  65,\n",
       "  388,\n",
       "  6,\n",
       "  115,\n",
       "  76,\n",
       "  136,\n",
       "  5,\n",
       "  76,\n",
       "  59,\n",
       "  15,\n",
       "  133,\n",
       "  566,\n",
       "  7,\n",
       "  35,\n",
       "  100,\n",
       "  138,\n",
       "  3,\n",
       "  222,\n",
       "  2,\n",
       "  120,\n",
       "  99,\n",
       "  7,\n",
       "  1,\n",
       "  152,\n",
       "  3,\n",
       "  1535,\n",
       "  1536,\n",
       "  87,\n",
       "  111,\n",
       "  13,\n",
       "  295,\n",
       "  32,\n",
       "  4,\n",
       "  4,\n",
       "  244,\n",
       "  34,\n",
       "  25,\n",
       "  34,\n",
       "  25,\n",
       "  132,\n",
       "  1537,\n",
       "  1,\n",
       "  67,\n",
       "  236,\n",
       "  1,\n",
       "  11,\n",
       "  784,\n",
       "  67,\n",
       "  3,\n",
       "  62,\n",
       "  5,\n",
       "  323,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  289,\n",
       "  18,\n",
       "  52,\n",
       "  16,\n",
       "  67,\n",
       "  236,\n",
       "  335,\n",
       "  18,\n",
       "  1538,\n",
       "  1539,\n",
       "  190,\n",
       "  7,\n",
       "  10,\n",
       "  2,\n",
       "  34,\n",
       "  29,\n",
       "  921,\n",
       "  643,\n",
       "  1540,\n",
       "  2,\n",
       "  60,\n",
       "  9,\n",
       "  6,\n",
       "  55,\n",
       "  3,\n",
       "  922,\n",
       "  2,\n",
       "  923,\n",
       "  5,\n",
       "  635,\n",
       "  49,\n",
       "  18,\n",
       "  2,\n",
       "  16,\n",
       "  275,\n",
       "  178,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  34,\n",
       "  345,\n",
       "  2,\n",
       "  28,\n",
       "  1,\n",
       "  399,\n",
       "  35,\n",
       "  1541,\n",
       "  3,\n",
       "  788,\n",
       "  4,\n",
       "  374,\n",
       "  2,\n",
       "  22,\n",
       "  134,\n",
       "  21,\n",
       "  206,\n",
       "  1,\n",
       "  95,\n",
       "  34,\n",
       "  924,\n",
       "  42,\n",
       "  37,\n",
       "  580,\n",
       "  2,\n",
       "  375,\n",
       "  110,\n",
       "  56,\n",
       "  256,\n",
       "  1,\n",
       "  399,\n",
       "  35,\n",
       "  227,\n",
       "  4,\n",
       "  244,\n",
       "  24,\n",
       "  152,\n",
       "  26,\n",
       "  172,\n",
       "  152,\n",
       "  925,\n",
       "  18,\n",
       "  2,\n",
       "  22,\n",
       "  926,\n",
       "  18,\n",
       "  365,\n",
       "  21,\n",
       "  237,\n",
       "  53,\n",
       "  1542,\n",
       "  271,\n",
       "  625,\n",
       "  283,\n",
       "  86,\n",
       "  3,\n",
       "  7,\n",
       "  46,\n",
       "  1543,\n",
       "  1544,\n",
       "  7,\n",
       "  35,\n",
       "  2,\n",
       "  100,\n",
       "  303,\n",
       "  927,\n",
       "  7,\n",
       "  184,\n",
       "  927,\n",
       "  7,\n",
       "  184,\n",
       "  10,\n",
       "  409,\n",
       "  173,\n",
       "  67,\n",
       "  104,\n",
       "  1545,\n",
       "  5,\n",
       "  118,\n",
       "  50,\n",
       "  52,\n",
       "  36,\n",
       "  85,\n",
       "  86,\n",
       "  3,\n",
       "  7,\n",
       "  15,\n",
       "  15,\n",
       "  4,\n",
       "  65,\n",
       "  54,\n",
       "  11,\n",
       "  20,\n",
       "  539,\n",
       "  1546,\n",
       "  1547,\n",
       "  2,\n",
       "  34,\n",
       "  921,\n",
       "  643,\n",
       "  67,\n",
       "  236,\n",
       "  85,\n",
       "  3,\n",
       "  7,\n",
       "  58,\n",
       "  60,\n",
       "  55,\n",
       "  22,\n",
       "  928,\n",
       "  259,\n",
       "  56,\n",
       "  157,\n",
       "  504,\n",
       "  199,\n",
       "  3,\n",
       "  5,\n",
       "  118,\n",
       "  63,\n",
       "  5,\n",
       "  929,\n",
       "  46,\n",
       "  5,\n",
       "  666,\n",
       "  212,\n",
       "  196,\n",
       "  10,\n",
       "  6,\n",
       "  10,\n",
       "  6,\n",
       "  880,\n",
       "  586,\n",
       "  409,\n",
       "  15,\n",
       "  123,\n",
       "  1548,\n",
       "  56,\n",
       "  50,\n",
       "  104,\n",
       "  1549,\n",
       "  191,\n",
       "  3,\n",
       "  69,\n",
       "  3,\n",
       "  6,\n",
       "  239,\n",
       "  240,\n",
       "  22,\n",
       "  138,\n",
       "  1550,\n",
       "  23,\n",
       "  22,\n",
       "  50,\n",
       "  30,\n",
       "  60,\n",
       "  55,\n",
       "  1551,\n",
       "  20,\n",
       "  4,\n",
       "  1552,\n",
       "  693,\n",
       "  2,\n",
       "  150,\n",
       "  57,\n",
       "  22,\n",
       "  85,\n",
       "  22,\n",
       "  478,\n",
       "  7,\n",
       "  29,\n",
       "  1553,\n",
       "  68,\n",
       "  1554,\n",
       "  2,\n",
       "  100,\n",
       "  1555,\n",
       "  2,\n",
       "  152,\n",
       "  74,\n",
       "  29,\n",
       "  10,\n",
       "  21,\n",
       "  1556,\n",
       "  328,\n",
       "  110,\n",
       "  7,\n",
       "  15,\n",
       "  22,\n",
       "  175,\n",
       "  930,\n",
       "  42,\n",
       "  839,\n",
       "  17,\n",
       "  1557,\n",
       "  20,\n",
       "  18,\n",
       "  1558,\n",
       "  22,\n",
       "  175,\n",
       "  930,\n",
       "  370,\n",
       "  35,\n",
       "  12,\n",
       "  7,\n",
       "  644,\n",
       "  370,\n",
       "  35,\n",
       "  5,\n",
       "  212,\n",
       "  241,\n",
       "  26,\n",
       "  172,\n",
       "  13,\n",
       "  5,\n",
       "  165,\n",
       "  46,\n",
       "  146,\n",
       "  57,\n",
       "  15,\n",
       "  505,\n",
       "  242,\n",
       "  7,\n",
       "  24,\n",
       "  22,\n",
       "  85,\n",
       "  271,\n",
       "  332,\n",
       "  16,\n",
       "  40,\n",
       "  1,\n",
       "  221,\n",
       "  17,\n",
       "  6,\n",
       "  1559,\n",
       "  3,\n",
       "  931,\n",
       "  18,\n",
       "  52,\n",
       "  16,\n",
       "  42,\n",
       "  6,\n",
       "  1560,\n",
       "  831,\n",
       "  53,\n",
       "  106,\n",
       "  7,\n",
       "  15,\n",
       "  22,\n",
       "  68,\n",
       "  826,\n",
       "  7,\n",
       "  22,\n",
       "  50,\n",
       "  29,\n",
       "  3,\n",
       "  112,\n",
       "  74,\n",
       "  26,\n",
       "  12,\n",
       "  7,\n",
       "  2,\n",
       "  100,\n",
       "  932,\n",
       "  63,\n",
       "  200,\n",
       "  55,\n",
       "  63,\n",
       "  22,\n",
       "  157,\n",
       "  30,\n",
       "  1561,\n",
       "  7,\n",
       "  41,\n",
       "  1562,\n",
       "  58,\n",
       "  75,\n",
       "  74,\n",
       "  26,\n",
       "  7,\n",
       "  2,\n",
       "  86,\n",
       "  69,\n",
       "  298,\n",
       "  274,\n",
       "  47,\n",
       "  479,\n",
       "  396,\n",
       "  35,\n",
       "  60,\n",
       "  239,\n",
       "  56,\n",
       "  347,\n",
       "  3,\n",
       "  645,\n",
       "  7,\n",
       "  29,\n",
       "  5,\n",
       "  1563,\n",
       "  1564,\n",
       "  77,\n",
       "  55,\n",
       "  56,\n",
       "  11,\n",
       "  1565,\n",
       "  28,\n",
       "  22,\n",
       "  11,\n",
       "  631,\n",
       "  5,\n",
       "  1566,\n",
       "  3,\n",
       "  347,\n",
       "  3,\n",
       "  834,\n",
       "  77,\n",
       "  56,\n",
       "  66,\n",
       "  100,\n",
       "  22,\n",
       "  138,\n",
       "  335,\n",
       "  7,\n",
       "  1,\n",
       "  17,\n",
       "  25,\n",
       "  646,\n",
       "  646,\n",
       "  1,\n",
       "  133,\n",
       "  175,\n",
       "  18,\n",
       "  1,\n",
       "  646,\n",
       "  1567,\n",
       "  49,\n",
       "  126,\n",
       "  341,\n",
       "  148,\n",
       "  1568,\n",
       "  86,\n",
       "  3,\n",
       "  18,\n",
       "  20,\n",
       "  1569,\n",
       "  30,\n",
       "  29,\n",
       "  260,\n",
       "  374,\n",
       "  3,\n",
       "  47,\n",
       "  18,\n",
       "  3,\n",
       "  52,\n",
       "  86,\n",
       "  1,\n",
       "  97,\n",
       "  17,\n",
       "  21,\n",
       "  933,\n",
       "  148,\n",
       "  11,\n",
       "  35,\n",
       "  1,\n",
       "  356,\n",
       "  18,\n",
       "  3,\n",
       "  576,\n",
       "  184,\n",
       "  6,\n",
       "  1570,\n",
       "  1571,\n",
       "  22,\n",
       "  69,\n",
       "  408,\n",
       "  34,\n",
       "  1572,\n",
       "  12,\n",
       "  18,\n",
       "  65,\n",
       "  273,\n",
       "  7,\n",
       "  15,\n",
       "  22,\n",
       "  134,\n",
       "  15,\n",
       "  3,\n",
       "  190,\n",
       "  6,\n",
       "  296,\n",
       "  20,\n",
       "  647,\n",
       "  2,\n",
       "  505,\n",
       "  326,\n",
       "  35,\n",
       "  12,\n",
       "  7,\n",
       "  2,\n",
       "  1573,\n",
       "  2,\n",
       "  50,\n",
       "  17,\n",
       "  934,\n",
       "  22,\n",
       "  11,\n",
       "  178,\n",
       "  332,\n",
       "  94,\n",
       "  12,\n",
       "  94,\n",
       "  373,\n",
       "  1,\n",
       "  152,\n",
       "  74,\n",
       "  2,\n",
       "  279,\n",
       "  7,\n",
       "  49,\n",
       "  6,\n",
       "  389,\n",
       "  201,\n",
       "  5,\n",
       "  296,\n",
       "  10,\n",
       "  198,\n",
       "  2,\n",
       "  16,\n",
       "  11,\n",
       "  1574,\n",
       "  296,\n",
       "  306,\n",
       "  152,\n",
       "  26,\n",
       "  296,\n",
       "  43,\n",
       "  34,\n",
       "  5,\n",
       "  1575,\n",
       "  13,\n",
       "  19,\n",
       "  13,\n",
       "  18,\n",
       "  1,\n",
       "  68,\n",
       "  170,\n",
       "  6,\n",
       "  296,\n",
       "  2,\n",
       "  39,\n",
       "  1,\n",
       "  69,\n",
       "  3,\n",
       "  6,\n",
       "  389,\n",
       "  36,\n",
       "  36,\n",
       "  288,\n",
       "  6,\n",
       "  884,\n",
       "  204,\n",
       "  217,\n",
       "  2,\n",
       "  935,\n",
       "  42,\n",
       "  7,\n",
       "  2,\n",
       "  85,\n",
       "  52,\n",
       "  43,\n",
       "  137,\n",
       "  3,\n",
       "  17,\n",
       "  1576,\n",
       "  1577,\n",
       "  82,\n",
       "  308,\n",
       "  902,\n",
       "  46,\n",
       "  148,\n",
       "  15,\n",
       "  145,\n",
       "  35,\n",
       "  172,\n",
       "  29,\n",
       "  63,\n",
       "  10,\n",
       "  29,\n",
       "  741,\n",
       "  501,\n",
       "  22,\n",
       "  504,\n",
       "  221,\n",
       "  36,\n",
       "  66,\n",
       "  22,\n",
       "  221,\n",
       "  66,\n",
       "  28,\n",
       "  59,\n",
       "  36,\n",
       "  66,\n",
       "  22,\n",
       "  134,\n",
       "  22,\n",
       "  134,\n",
       "  15,\n",
       "  20,\n",
       "  647,\n",
       "  2,\n",
       "  22,\n",
       "  1578,\n",
       "  24,\n",
       "  56,\n",
       "  66,\n",
       "  259,\n",
       "  235,\n",
       "  175,\n",
       "  31,\n",
       "  684,\n",
       "  1579,\n",
       "  11,\n",
       "  48,\n",
       "  66,\n",
       "  24,\n",
       "  1,\n",
       "  69,\n",
       "  3,\n",
       "  5,\n",
       "  239,\n",
       "  3,\n",
       "  8,\n",
       "  249,\n",
       "  3,\n",
       "  62,\n",
       "  7],\n",
       " [133, 55, 1580],\n",
       " [31, 72, 27, 561, 390, 458, 613, 2, 14, 203, 1581, 3, 339, 13, 19],\n",
       " [28, 53, 398, 269, 21, 352, 936, 13, 522],\n",
       " [173,\n",
       "  25,\n",
       "  250,\n",
       "  5,\n",
       "  181,\n",
       "  9,\n",
       "  167,\n",
       "  1582,\n",
       "  2,\n",
       "  1583,\n",
       "  20,\n",
       "  4,\n",
       "  1584,\n",
       "  1585,\n",
       "  1586,\n",
       "  49,\n",
       "  1587,\n",
       "  7,\n",
       "  2,\n",
       "  16,\n",
       "  11,\n",
       "  708,\n",
       "  7,\n",
       "  26,\n",
       "  40,\n",
       "  1,\n",
       "  91,\n",
       "  66,\n",
       "  54,\n",
       "  406,\n",
       "  169,\n",
       "  82,\n",
       "  2,\n",
       "  41,\n",
       "  937,\n",
       "  1588,\n",
       "  3,\n",
       "  4,\n",
       "  64,\n",
       "  10,\n",
       "  94,\n",
       "  130],\n",
       " [41,\n",
       "  1,\n",
       "  457,\n",
       "  26,\n",
       "  12,\n",
       "  5,\n",
       "  546,\n",
       "  9,\n",
       "  101,\n",
       "  124,\n",
       "  1589,\n",
       "  2,\n",
       "  148,\n",
       "  441,\n",
       "  3,\n",
       "  7,\n",
       "  16,\n",
       "  149,\n",
       "  44,\n",
       "  4,\n",
       "  487,\n",
       "  13,\n",
       "  1590,\n",
       "  3,\n",
       "  1591,\n",
       "  412,\n",
       "  169],\n",
       " [1,\n",
       "  17,\n",
       "  21,\n",
       "  878,\n",
       "  10,\n",
       "  268,\n",
       "  1,\n",
       "  11,\n",
       "  1592,\n",
       "  80,\n",
       "  687,\n",
       "  79,\n",
       "  19,\n",
       "  2,\n",
       "  56,\n",
       "  73,\n",
       "  919,\n",
       "  243,\n",
       "  7,\n",
       "  366,\n",
       "  2,\n",
       "  407,\n",
       "  2,\n",
       "  319,\n",
       "  13,\n",
       "  19,\n",
       "  3,\n",
       "  433],\n",
       " [43, 938, 3, 1593, 579, 12, 1594, 1595, 24, 36, 221, 339, 37, 6, 316],\n",
       " [10, 6, 189, 213, 8, 27, 232, 31, 65, 26, 472],\n",
       " [1, 51, 346, 1596, 92, 15, 1, 91, 137, 31, 1597],\n",
       " [8, 85, 248, 55, 1, 648, 19, 8, 149, 233, 4, 211],\n",
       " [8,\n",
       "  104,\n",
       "  297,\n",
       "  3,\n",
       "  190,\n",
       "  4,\n",
       "  105,\n",
       "  2,\n",
       "  180,\n",
       "  41,\n",
       "  1,\n",
       "  125,\n",
       "  24,\n",
       "  1,\n",
       "  107,\n",
       "  202,\n",
       "  19,\n",
       "  5,\n",
       "  181,\n",
       "  2,\n",
       "  21,\n",
       "  14,\n",
       "  28,\n",
       "  229],\n",
       " [89, 11, 202, 697],\n",
       " [369, 11, 5, 601, 1598],\n",
       " [1,\n",
       "  391,\n",
       "  56,\n",
       "  329,\n",
       "  42,\n",
       "  7,\n",
       "  4,\n",
       "  682,\n",
       "  138,\n",
       "  3,\n",
       "  1599,\n",
       "  1,\n",
       "  151,\n",
       "  66,\n",
       "  77,\n",
       "  11,\n",
       "  37,\n",
       "  3,\n",
       "  267,\n",
       "  307,\n",
       "  56,\n",
       "  935,\n",
       "  516,\n",
       "  24,\n",
       "  1,\n",
       "  278,\n",
       "  15,\n",
       "  606,\n",
       "  6,\n",
       "  316,\n",
       "  16,\n",
       "  11,\n",
       "  131,\n",
       "  5,\n",
       "  1600,\n",
       "  9,\n",
       "  55,\n",
       "  114,\n",
       "  56,\n",
       "  50,\n",
       "  62,\n",
       "  7,\n",
       "  10,\n",
       "  4,\n",
       "  211,\n",
       "  311,\n",
       "  1,\n",
       "  73,\n",
       "  193,\n",
       "  6,\n",
       "  1601,\n",
       "  311,\n",
       "  1,\n",
       "  73,\n",
       "  194,\n",
       "  56,\n",
       "  610,\n",
       "  1,\n",
       "  228,\n",
       "  20,\n",
       "  94,\n",
       "  1602,\n",
       "  2,\n",
       "  5,\n",
       "  1603,\n",
       "  20,\n",
       "  4,\n",
       "  211,\n",
       "  41,\n",
       "  1,\n",
       "  156,\n",
       "  12,\n",
       "  224,\n",
       "  454,\n",
       "  36,\n",
       "  873,\n",
       "  20,\n",
       "  70,\n",
       "  1,\n",
       "  1604,\n",
       "  12,\n",
       "  412,\n",
       "  1605,\n",
       "  24,\n",
       "  3,\n",
       "  56,\n",
       "  1,\n",
       "  11,\n",
       "  97,\n",
       "  30,\n",
       "  1606],\n",
       " [168,\n",
       "  163,\n",
       "  5,\n",
       "  1607,\n",
       "  8,\n",
       "  69,\n",
       "  333,\n",
       "  234,\n",
       "  42,\n",
       "  7,\n",
       "  40,\n",
       "  1,\n",
       "  488,\n",
       "  5,\n",
       "  1608,\n",
       "  9,\n",
       "  92,\n",
       "  20,\n",
       "  5,\n",
       "  147,\n",
       "  380,\n",
       "  381,\n",
       "  447,\n",
       "  1,\n",
       "  17],\n",
       " [4, 166, 14, 1609, 2, 4, 72, 14, 1610],\n",
       " [8, 85, 248, 55, 1, 648, 19, 8, 50, 52, 148, 298],\n",
       " [57,\n",
       "  174,\n",
       "  32,\n",
       "  9,\n",
       "  33,\n",
       "  119,\n",
       "  1,\n",
       "  17,\n",
       "  497,\n",
       "  345,\n",
       "  568,\n",
       "  3,\n",
       "  44,\n",
       "  1611,\n",
       "  2,\n",
       "  26,\n",
       "  9,\n",
       "  21,\n",
       "  196,\n",
       "  113,\n",
       "  939,\n",
       "  56,\n",
       "  533],\n",
       " [4, 102, 159, 3, 545, 2, 132, 4, 72],\n",
       " [4, 404, 167, 11, 10, 38, 23, 45, 13, 37, 276, 32],\n",
       " [30, 329, 13, 94, 208],\n",
       " [1,\n",
       "  68,\n",
       "  68,\n",
       "  68,\n",
       "  68,\n",
       "  68,\n",
       "  68,\n",
       "  68,\n",
       "  1612,\n",
       "  1,\n",
       "  50,\n",
       "  17,\n",
       "  34,\n",
       "  6,\n",
       "  1613,\n",
       "  139,\n",
       "  568,\n",
       "  3,\n",
       "  279,\n",
       "  6,\n",
       "  258,\n",
       "  20,\n",
       "  19,\n",
       "  141,\n",
       "  9,\n",
       "  6,\n",
       "  223,\n",
       "  8,\n",
       "  99,\n",
       "  7,\n",
       "  24,\n",
       "  1,\n",
       "  151],\n",
       " [31, 1614, 632, 11, 1615, 3, 44, 1616],\n",
       " [22,\n",
       "  823,\n",
       "  6,\n",
       "  196,\n",
       "  5,\n",
       "  147,\n",
       "  78,\n",
       "  57,\n",
       "  8,\n",
       "  11,\n",
       "  626,\n",
       "  46,\n",
       "  1617,\n",
       "  238,\n",
       "  314,\n",
       "  22,\n",
       "  342,\n",
       "  798,\n",
       "  2,\n",
       "  1618],\n",
       " [1,\n",
       "  574,\n",
       "  21,\n",
       "  1619,\n",
       "  5,\n",
       "  124,\n",
       "  241,\n",
       "  61,\n",
       "  649,\n",
       "  2,\n",
       "  30,\n",
       "  137,\n",
       "  3,\n",
       "  785,\n",
       "  150,\n",
       "  59,\n",
       "  28,\n",
       "  1,\n",
       "  640,\n",
       "  940,\n",
       "  224,\n",
       "  3,\n",
       "  574,\n",
       "  48,\n",
       "  9,\n",
       "  21],\n",
       " [2, 53, 107, 503],\n",
       " [41,\n",
       "  1,\n",
       "  69,\n",
       "  5,\n",
       "  270,\n",
       "  1620,\n",
       "  8,\n",
       "  149,\n",
       "  941,\n",
       "  16,\n",
       "  41,\n",
       "  1,\n",
       "  17,\n",
       "  17,\n",
       "  94,\n",
       "  270,\n",
       "  1621,\n",
       "  43,\n",
       "  149,\n",
       "  941,\n",
       "  16,\n",
       "  2,\n",
       "  1622,\n",
       "  143,\n",
       "  650,\n",
       "  8,\n",
       "  857,\n",
       "  143],\n",
       " [6, 320, 14, 20, 6, 1623, 7, 15, 1, 470],\n",
       " [359,\n",
       "  338,\n",
       "  1624,\n",
       "  577,\n",
       "  338,\n",
       "  1625,\n",
       "  354,\n",
       "  1626,\n",
       "  1627,\n",
       "  141,\n",
       "  124,\n",
       "  1628,\n",
       "  1629,\n",
       "  1630,\n",
       "  98,\n",
       "  191,\n",
       "  21,\n",
       "  352,\n",
       "  141,\n",
       "  1631,\n",
       "  1632,\n",
       "  1633,\n",
       "  46,\n",
       "  94,\n",
       "  1634,\n",
       "  3,\n",
       "  47,\n",
       "  1635],\n",
       " [1636, 548, 37, 250, 231],\n",
       " [8, 62, 7, 2, 767, 7, 2, 232, 7, 2, 1, 11, 28, 160],\n",
       " [1, 149, 932, 600, 55, 20, 6, 1637, 13, 1638, 2, 44, 215, 1639, 10, 597],\n",
       " [4,\n",
       "  942,\n",
       "  490,\n",
       "  637,\n",
       "  583,\n",
       "  32,\n",
       "  71,\n",
       "  1640,\n",
       "  212,\n",
       "  192,\n",
       "  61,\n",
       "  100,\n",
       "  1641,\n",
       "  7,\n",
       "  3,\n",
       "  1642,\n",
       "  15,\n",
       "  22,\n",
       "  14,\n",
       "  6,\n",
       "  261,\n",
       "  9,\n",
       "  671,\n",
       "  87,\n",
       "  111,\n",
       "  79,\n",
       "  18,\n",
       "  84,\n",
       "  2,\n",
       "  131,\n",
       "  60,\n",
       "  153,\n",
       "  118,\n",
       "  342,\n",
       "  16],\n",
       " [4, 759, 30, 1643, 7, 188, 22, 234, 1, 216, 26, 104, 246, 22, 106, 7, 58, 3],\n",
       " [6, 943, 8, 134, 21, 14, 40, 6, 197, 114],\n",
       " [57, 32, 2, 32, 9, 33],\n",
       " [369,\n",
       "  94,\n",
       "  126,\n",
       "  297,\n",
       "  191,\n",
       "  3,\n",
       "  1644,\n",
       "  123,\n",
       "  96,\n",
       "  2,\n",
       "  6,\n",
       "  130,\n",
       "  8,\n",
       "  1645,\n",
       "  2,\n",
       "  31,\n",
       "  1646,\n",
       "  2,\n",
       "  211,\n",
       "  1647,\n",
       "  1648,\n",
       "  15,\n",
       "  154,\n",
       "  5,\n",
       "  187,\n",
       "  126,\n",
       "  4,\n",
       "  72,\n",
       "  356,\n",
       "  31,\n",
       "  338,\n",
       "  1649,\n",
       "  8,\n",
       "  466,\n",
       "  2,\n",
       "  57,\n",
       "  15,\n",
       "  22,\n",
       "  85,\n",
       "  349,\n",
       "  1650,\n",
       "  15,\n",
       "  338],\n",
       " [1,\n",
       "  756,\n",
       "  26,\n",
       "  6,\n",
       "  96,\n",
       "  2,\n",
       "  1651,\n",
       "  178,\n",
       "  2,\n",
       "  59,\n",
       "  53,\n",
       "  765,\n",
       "  10,\n",
       "  4,\n",
       "  636,\n",
       "  30,\n",
       "  483,\n",
       "  70,\n",
       "  412,\n",
       "  5,\n",
       "  124,\n",
       "  45,\n",
       "  309,\n",
       "  26,\n",
       "  29,\n",
       "  21],\n",
       " [10, 6, 189, 8, 11, 222, 2, 120, 23],\n",
       " [1, 28, 542, 3, 30, 846, 1652, 2, 30, 116, 29, 21, 13, 6, 1653, 9, 4, 113],\n",
       " [20, 1654, 114, 1655, 155],\n",
       " [4, 404, 167, 159, 3, 457, 26, 12, 21, 126, 311, 732, 32, 71],\n",
       " [1, 125, 4, 23, 45, 40, 1, 34, 62, 1656, 1657],\n",
       " [1, 207, 52, 17, 1658, 9, 31, 1659, 33],\n",
       " [5, 165, 57, 43, 231, 8, 138, 3, 859, 31, 23, 944],\n",
       " [4, 108, 14, 10, 6, 624, 9, 227, 18, 23, 255, 9, 625, 32],\n",
       " [13, 6, 189, 174, 32, 1, 17, 893, 33, 49, 19, 2, 555, 11, 6, 115, 55],\n",
       " [208,\n",
       "  945,\n",
       "  188,\n",
       "  37,\n",
       "  340,\n",
       "  76,\n",
       "  71,\n",
       "  4,\n",
       "  72,\n",
       "  310,\n",
       "  1660,\n",
       "  44,\n",
       "  5,\n",
       "  537,\n",
       "  440,\n",
       "  3,\n",
       "  651,\n",
       "  1661,\n",
       "  1662,\n",
       "  42,\n",
       "  7,\n",
       "  10,\n",
       "  6,\n",
       "  636,\n",
       "  318,\n",
       "  1,\n",
       "  405,\n",
       "  413,\n",
       "  20,\n",
       "  6,\n",
       "  130,\n",
       "  3,\n",
       "  204,\n",
       "  43,\n",
       "  204,\n",
       "  217],\n",
       " [4, 946, 2, 4, 485, 397, 4, 72, 2, 1],\n",
       " [46, 30, 38, 5, 1663],\n",
       " [13, 205, 146, 32, 8, 27, 120, 947, 7],\n",
       " [1664, 1665, 9, 87, 111, 47, 3, 144, 230, 1666, 24, 58, 7],\n",
       " [4, 65, 84, 99, 7, 13, 32],\n",
       " [203, 1, 51, 10, 5, 719, 720, 721, 238, 4, 64, 13, 722],\n",
       " [904, 652, 48, 9, 4, 218],\n",
       " [22,\n",
       "  1667,\n",
       "  1668,\n",
       "  19,\n",
       "  317,\n",
       "  10,\n",
       "  6,\n",
       "  96,\n",
       "  39,\n",
       "  1,\n",
       "  51,\n",
       "  42,\n",
       "  204,\n",
       "  3,\n",
       "  112,\n",
       "  26,\n",
       "  2,\n",
       "  47,\n",
       "  942],\n",
       " [1669,\n",
       "  304,\n",
       "  948,\n",
       "  13,\n",
       "  945,\n",
       "  29,\n",
       "  21,\n",
       "  24,\n",
       "  50,\n",
       "  1,\n",
       "  104,\n",
       "  44,\n",
       "  1670,\n",
       "  3,\n",
       "  112,\n",
       "  949,\n",
       "  1,\n",
       "  5,\n",
       "  950,\n",
       "  76,\n",
       "  176,\n",
       "  774,\n",
       "  634,\n",
       "  6,\n",
       "  1671,\n",
       "  9,\n",
       "  4,\n",
       "  121,\n",
       "  2,\n",
       "  16,\n",
       "  58,\n",
       "  5,\n",
       "  282,\n",
       "  2,\n",
       "  1,\n",
       "  88,\n",
       "  29,\n",
       "  314,\n",
       "  149,\n",
       "  30,\n",
       "  110,\n",
       "  7,\n",
       "  3,\n",
       "  870,\n",
       "  26,\n",
       "  70,\n",
       "  3,\n",
       "  312,\n",
       "  26,\n",
       "  2,\n",
       "  1,\n",
       "  95,\n",
       "  129,\n",
       "  109,\n",
       "  3,\n",
       "  267,\n",
       "  5,\n",
       "  307,\n",
       "  9,\n",
       "  122,\n",
       "  54,\n",
       "  14,\n",
       "  80,\n",
       "  1672,\n",
       "  99,\n",
       "  203,\n",
       "  653,\n",
       "  1,\n",
       "  58,\n",
       "  305],\n",
       " [175, 258, 17, 1673, 6, 316, 9, 87, 111, 2, 33, 15, 1, 353, 2, 4, 620, 832],\n",
       " [28,\n",
       "  16,\n",
       "  11,\n",
       "  205,\n",
       "  29,\n",
       "  1,\n",
       "  30,\n",
       "  170,\n",
       "  3,\n",
       "  907,\n",
       "  238,\n",
       "  18,\n",
       "  54,\n",
       "  11,\n",
       "  31,\n",
       "  162,\n",
       "  55,\n",
       "  404,\n",
       "  167,\n",
       "  1,\n",
       "  908,\n",
       "  83,\n",
       "  16,\n",
       "  30,\n",
       "  28,\n",
       "  1,\n",
       "  157,\n",
       "  17,\n",
       "  19,\n",
       "  139,\n",
       "  95,\n",
       "  93,\n",
       "  21,\n",
       "  237],\n",
       " [37,\n",
       "  103,\n",
       "  32,\n",
       "  71,\n",
       "  1,\n",
       "  106,\n",
       "  18,\n",
       "  1,\n",
       "  1674,\n",
       "  44,\n",
       "  951,\n",
       "  10,\n",
       "  18,\n",
       "  45,\n",
       "  1675,\n",
       "  268,\n",
       "  11,\n",
       "  19,\n",
       "  639,\n",
       "  18,\n",
       "  916,\n",
       "  6,\n",
       "  133,\n",
       "  443,\n",
       "  78,\n",
       "  9,\n",
       "  230,\n",
       "  45,\n",
       "  2,\n",
       "  18,\n",
       "  1676,\n",
       "  6,\n",
       "  1677,\n",
       "  3,\n",
       "  4,\n",
       "  96,\n",
       "  163,\n",
       "  4,\n",
       "  146,\n",
       "  306,\n",
       "  738],\n",
       " [6,\n",
       "  133,\n",
       "  55,\n",
       "  8,\n",
       "  11,\n",
       "  171,\n",
       "  12,\n",
       "  7,\n",
       "  8,\n",
       "  249,\n",
       "  3,\n",
       "  1678,\n",
       "  7,\n",
       "  2,\n",
       "  641,\n",
       "  6,\n",
       "  248,\n",
       "  155,\n",
       "  43,\n",
       "  30,\n",
       "  952,\n",
       "  37,\n",
       "  16],\n",
       " [89,\n",
       "  27,\n",
       "  67,\n",
       "  25,\n",
       "  5,\n",
       "  213,\n",
       "  240,\n",
       "  36,\n",
       "  953,\n",
       "  34,\n",
       "  94,\n",
       "  284,\n",
       "  9,\n",
       "  444,\n",
       "  541,\n",
       "  2,\n",
       "  16,\n",
       "  14,\n",
       "  30,\n",
       "  5,\n",
       "  954,\n",
       "  45],\n",
       " [53, 75, 3, 303, 12, 5, 241, 9, 802],\n",
       " [1, 34, 644, 216, 26, 162, 71, 2, 1, 17, 5, 337, 135, 10, 307],\n",
       " [4, 929, 167, 11, 168, 290, 10, 6, 654, 13, 1679, 31, 264, 10, 5, 1680],\n",
       " [1,\n",
       "  1681,\n",
       "  491,\n",
       "  51,\n",
       "  203,\n",
       "  520,\n",
       "  263,\n",
       "  408,\n",
       "  139,\n",
       "  1,\n",
       "  51,\n",
       "  207,\n",
       "  955,\n",
       "  49,\n",
       "  6,\n",
       "  23,\n",
       "  102,\n",
       "  1682,\n",
       "  103,\n",
       "  127,\n",
       "  71,\n",
       "  43,\n",
       "  388,\n",
       "  6,\n",
       "  1683,\n",
       "  155,\n",
       "  560,\n",
       "  418,\n",
       "  49,\n",
       "  956,\n",
       "  35,\n",
       "  3,\n",
       "  956,\n",
       "  184],\n",
       " [64, 1684, 7, 20, 782],\n",
       " [2,\n",
       "  8,\n",
       "  300,\n",
       "  243,\n",
       "  70,\n",
       "  299,\n",
       "  223,\n",
       "  1,\n",
       "  226,\n",
       "  18,\n",
       "  2,\n",
       "  8,\n",
       "  300,\n",
       "  1685,\n",
       "  26,\n",
       "  158,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  287,\n",
       "  160,\n",
       "  1,\n",
       "  88,\n",
       "  28,\n",
       "  426,\n",
       "  3,\n",
       "  17,\n",
       "  228,\n",
       "  92,\n",
       "  10,\n",
       "  21,\n",
       "  245],\n",
       " [1, 207, 125, 4, 379, 3, 413, 49, 4, 23, 90],\n",
       " [86, 17, 131, 437, 3, 143, 543, 4, 655, 2, 957, 7],\n",
       " [8, 11, 333, 179],\n",
       " [1,\n",
       "  73,\n",
       "  52,\n",
       "  21,\n",
       "  305,\n",
       "  188,\n",
       "  16,\n",
       "  198,\n",
       "  1686,\n",
       "  257,\n",
       "  102,\n",
       "  33,\n",
       "  24,\n",
       "  21,\n",
       "  55,\n",
       "  16,\n",
       "  58,\n",
       "  4,\n",
       "  102,\n",
       "  16,\n",
       "  958],\n",
       " [1, 17, 25, 517, 6, 1687, 496, 61, 6, 165, 57, 745],\n",
       " [8,\n",
       "  201,\n",
       "  31,\n",
       "  449,\n",
       "  195,\n",
       "  6,\n",
       "  392,\n",
       "  2,\n",
       "  159,\n",
       "  48,\n",
       "  4,\n",
       "  1688,\n",
       "  227,\n",
       "  7,\n",
       "  12,\n",
       "  259,\n",
       "  2,\n",
       "  125,\n",
       "  6,\n",
       "  500,\n",
       "  57,\n",
       "  101,\n",
       "  890,\n",
       "  80,\n",
       "  506,\n",
       "  3,\n",
       "  363,\n",
       "  172,\n",
       "  1689],\n",
       " [89,\n",
       "  156,\n",
       "  1690,\n",
       "  9,\n",
       "  265,\n",
       "  2,\n",
       "  251,\n",
       "  33,\n",
       "  49,\n",
       "  19,\n",
       "  349,\n",
       "  1691,\n",
       "  1692,\n",
       "  42,\n",
       "  7,\n",
       "  46,\n",
       "  1693,\n",
       "  7,\n",
       "  26,\n",
       "  2,\n",
       "  1694,\n",
       "  1695,\n",
       "  46,\n",
       "  1696,\n",
       "  7,\n",
       "  9,\n",
       "  80,\n",
       "  348,\n",
       "  46,\n",
       "  507,\n",
       "  650,\n",
       "  1,\n",
       "  1697,\n",
       "  86,\n",
       "  1,\n",
       "  221,\n",
       "  29],\n",
       " [16,\n",
       "  11,\n",
       "  6,\n",
       "  133,\n",
       "  55,\n",
       "  148,\n",
       "  29,\n",
       "  21,\n",
       "  27,\n",
       "  235,\n",
       "  142,\n",
       "  24,\n",
       "  36,\n",
       "  34,\n",
       "  25,\n",
       "  10,\n",
       "  5,\n",
       "  1698,\n",
       "  255,\n",
       "  2,\n",
       "  222,\n",
       "  2,\n",
       "  120,\n",
       "  23,\n",
       "  3,\n",
       "  959,\n",
       "  153,\n",
       "  2,\n",
       "  7,\n",
       "  13,\n",
       "  162,\n",
       "  55,\n",
       "  1699],\n",
       " [1,\n",
       "  137,\n",
       "  3,\n",
       "  66,\n",
       "  41,\n",
       "  1,\n",
       "  73,\n",
       "  521,\n",
       "  18,\n",
       "  2,\n",
       "  47,\n",
       "  15,\n",
       "  218,\n",
       "  74,\n",
       "  318,\n",
       "  53,\n",
       "  1700,\n",
       "  3,\n",
       "  243,\n",
       "  4,\n",
       "  410,\n",
       "  1701],\n",
       " [1, 11, 960, 456, 39, 4, 90, 309, 26, 3, 44, 540, 1702, 2, 134, 299, 119],\n",
       " [4, 84, 11, 290, 13, 210, 3, 190, 7, 340],\n",
       " [22, 1703, 7, 6, 248, 471, 341, 148, 34, 142],\n",
       " [1,\n",
       "  30,\n",
       "  5,\n",
       "  961,\n",
       "  10,\n",
       "  6,\n",
       "  1704,\n",
       "  13,\n",
       "  4,\n",
       "  850,\n",
       "  102,\n",
       "  54,\n",
       "  36,\n",
       "  67,\n",
       "  175,\n",
       "  40,\n",
       "  9,\n",
       "  5,\n",
       "  270,\n",
       "  962,\n",
       "  668,\n",
       "  36,\n",
       "  683,\n",
       "  10,\n",
       "  31,\n",
       "  963,\n",
       "  75,\n",
       "  10,\n",
       "  1705],\n",
       " [104, 246, 1, 66, 16, 387, 70, 8, 232, 7],\n",
       " [60, 9, 4, 121, 14, 140, 23, 2, 507],\n",
       " [146, 127, 71, 43, 1706, 3, 233, 35, 136, 964],\n",
       " [24, 41, 1, 112, 292, 36, 82, 300, 62, 7],\n",
       " [4,\n",
       "  270,\n",
       "  90,\n",
       "  391,\n",
       "  31,\n",
       "  102,\n",
       "  423,\n",
       "  400,\n",
       "  35,\n",
       "  31,\n",
       "  72,\n",
       "  39,\n",
       "  8,\n",
       "  11,\n",
       "  5,\n",
       "  308,\n",
       "  2,\n",
       "  1,\n",
       "  183,\n",
       "  8,\n",
       "  95,\n",
       "  69,\n",
       "  62,\n",
       "  423],\n",
       " [1, 51, 5, 416, 76, 176, 1707, 2, 51, 503, 49, 804],\n",
       " [8,\n",
       "  508,\n",
       "  29,\n",
       "  48,\n",
       "  9,\n",
       "  4,\n",
       "  509,\n",
       "  1,\n",
       "  395,\n",
       "  82,\n",
       "  1708,\n",
       "  509,\n",
       "  104,\n",
       "  41,\n",
       "  36,\n",
       "  82,\n",
       "  9,\n",
       "  4,\n",
       "  211,\n",
       "  2,\n",
       "  1,\n",
       "  1709],\n",
       " [1710, 92, 79, 965, 5, 961, 3, 4, 23, 65, 57, 6, 392, 9, 123, 295, 76, 45],\n",
       " [6,\n",
       "  476,\n",
       "  11,\n",
       "  95,\n",
       "  1711,\n",
       "  2,\n",
       "  39,\n",
       "  1,\n",
       "  1712,\n",
       "  16,\n",
       "  26,\n",
       "  3,\n",
       "  19,\n",
       "  8,\n",
       "  1713,\n",
       "  426,\n",
       "  13,\n",
       "  263,\n",
       "  114,\n",
       "  1714,\n",
       "  15,\n",
       "  8,\n",
       "  1715,\n",
       "  18,\n",
       "  28,\n",
       "  229,\n",
       "  236,\n",
       "  8,\n",
       "  551,\n",
       "  18,\n",
       "  768,\n",
       "  1716],\n",
       " [2, 43, 193, 252, 450, 1717, 7, 80, 20, 380, 381],\n",
       " [1, 1718, 231, 3, 38, 1719, 196, 1720, 67, 966, 7, 10, 38, 23, 130],\n",
       " [1, 117, 67, 1721, 41, 8, 50, 93, 7],\n",
       " [8, 50, 97, 576, 29, 8, 11, 75, 3, 62, 7, 24, 8, 67, 134],\n",
       " [1, 51, 225, 967, 26, 3, 110, 4, 320, 20, 558],\n",
       " [16,\n",
       "  14,\n",
       "  502,\n",
       "  2,\n",
       "  348,\n",
       "  2,\n",
       "  48,\n",
       "  1,\n",
       "  73,\n",
       "  52,\n",
       "  14,\n",
       "  1722,\n",
       "  40,\n",
       "  4,\n",
       "  72,\n",
       "  552,\n",
       "  109,\n",
       "  7,\n",
       "  3,\n",
       "  44,\n",
       "  951],\n",
       " [2,\n",
       "  226,\n",
       "  4,\n",
       "  65,\n",
       "  5,\n",
       "  1723,\n",
       "  268,\n",
       "  1,\n",
       "  110,\n",
       "  19,\n",
       "  8,\n",
       "  1724,\n",
       "  60,\n",
       "  3,\n",
       "  589,\n",
       "  40,\n",
       "  8,\n",
       "  134,\n",
       "  6,\n",
       "  360,\n",
       "  262],\n",
       " [100,\n",
       "  1,\n",
       "  411,\n",
       "  6,\n",
       "  1725,\n",
       "  80,\n",
       "  309,\n",
       "  20,\n",
       "  79,\n",
       "  4,\n",
       "  829,\n",
       "  489,\n",
       "  15,\n",
       "  11,\n",
       "  585,\n",
       "  10,\n",
       "  2,\n",
       "  805,\n",
       "  1726,\n",
       "  48,\n",
       "  136,\n",
       "  6,\n",
       "  526,\n",
       "  63,\n",
       "  8,\n",
       "  249,\n",
       "  1727,\n",
       "  3,\n",
       "  47,\n",
       "  10],\n",
       " [273, 18, 15, 8, 157, 612, 18, 1728, 8, 29],\n",
       " [1,\n",
       "  30,\n",
       "  497,\n",
       "  26,\n",
       "  15,\n",
       "  5,\n",
       "  181,\n",
       "  9,\n",
       "  171,\n",
       "  374,\n",
       "  15,\n",
       "  142,\n",
       "  3,\n",
       "  4,\n",
       "  81,\n",
       "  136,\n",
       "  6,\n",
       "  32,\n",
       "  11,\n",
       "  504,\n",
       "  18,\n",
       "  65,\n",
       "  90,\n",
       "  557,\n",
       "  18],\n",
       " [4,\n",
       "  65,\n",
       "  27,\n",
       "  25,\n",
       "  1729,\n",
       "  7,\n",
       "  61,\n",
       "  1730,\n",
       "  9,\n",
       "  968,\n",
       "  2,\n",
       "  69,\n",
       "  290,\n",
       "  13,\n",
       "  1731,\n",
       "  4,\n",
       "  135,\n",
       "  9,\n",
       "  337,\n",
       "  39,\n",
       "  8,\n",
       "  463,\n",
       "  7],\n",
       " [1, 134, 192, 5, 969, 371, 246],\n",
       " [53, 160],\n",
       " [4, 108, 524, 493, 257, 2, 22, 926, 3, 132, 7, 219, 59, 2, 100],\n",
       " [1, 17, 25, 99, 28, 970, 79, 28, 299],\n",
       " [4, 946, 2, 4, 485, 397, 4, 72, 2, 1],\n",
       " [336],\n",
       " [971,\n",
       "  28,\n",
       "  5,\n",
       "  542,\n",
       "  167,\n",
       "  14,\n",
       "  80,\n",
       "  188,\n",
       "  1732,\n",
       "  42,\n",
       "  18,\n",
       "  96,\n",
       "  79,\n",
       "  18,\n",
       "  136,\n",
       "  1733,\n",
       "  90,\n",
       "  2,\n",
       "  761,\n",
       "  506,\n",
       "  3,\n",
       "  144,\n",
       "  46,\n",
       "  52,\n",
       "  128,\n",
       "  36,\n",
       "  193,\n",
       "  18,\n",
       "  1734,\n",
       "  35,\n",
       "  2,\n",
       "  1735,\n",
       "  594,\n",
       "  3,\n",
       "  144],\n",
       " [1,\n",
       "  641,\n",
       "  125,\n",
       "  15,\n",
       "  197,\n",
       "  272,\n",
       "  375,\n",
       "  762,\n",
       "  67,\n",
       "  243,\n",
       "  21,\n",
       "  972,\n",
       "  196,\n",
       "  235,\n",
       "  158,\n",
       "  10,\n",
       "  4,\n",
       "  113],\n",
       " [1, 116, 10, 5, 737, 12, 38, 23, 1736, 2, 109, 3, 347, 3, 47, 98, 12, 1737],\n",
       " [1, 51, 432, 9, 19, 864, 29, 8, 6, 60, 54, 293, 10, 656, 8, 6, 60, 97, 1738],\n",
       " [186, 16, 606],\n",
       " [36, 321, 174, 1739, 918, 2, 973, 5, 2, 1740, 1741],\n",
       " [1,\n",
       "  30,\n",
       "  405,\n",
       "  974,\n",
       "  92,\n",
       "  3,\n",
       "  1742,\n",
       "  3,\n",
       "  143,\n",
       "  343,\n",
       "  336,\n",
       "  326,\n",
       "  184,\n",
       "  46,\n",
       "  75,\n",
       "  372,\n",
       "  83,\n",
       "  281,\n",
       "  1743,\n",
       "  46,\n",
       "  38,\n",
       "  315,\n",
       "  869],\n",
       " [8, 25, 350, 3, 1744, 31, 130, 26, 9, 6, 308, 33, 2, 874, 55, 2, 55, 158],\n",
       " [27,\n",
       "  224,\n",
       "  34,\n",
       "  3,\n",
       "  396,\n",
       "  35,\n",
       "  13,\n",
       "  6,\n",
       "  64,\n",
       "  1745,\n",
       "  9,\n",
       "  6,\n",
       "  135,\n",
       "  9,\n",
       "  337,\n",
       "  46,\n",
       "  128,\n",
       "  9,\n",
       "  6,\n",
       "  911,\n",
       "  41,\n",
       "  28],\n",
       " [975,\n",
       "  4,\n",
       "  958,\n",
       "  11,\n",
       "  1746,\n",
       "  2,\n",
       "  934,\n",
       "  4,\n",
       "  72,\n",
       "  11,\n",
       "  920,\n",
       "  20,\n",
       "  19,\n",
       "  39,\n",
       "  22,\n",
       "  11,\n",
       "  210,\n",
       "  3,\n",
       "  194,\n",
       "  5,\n",
       "  976,\n",
       "  20,\n",
       "  1747,\n",
       "  35],\n",
       " [1, 30, 445, 6, 657, 15, 5, 323, 14, 446, 3, 1748, 1749, 33, 2, 1750, 1751],\n",
       " [4, 84, 27, 97, 1752, 6, 559],\n",
       " [4,\n",
       "  264,\n",
       "  1753,\n",
       "  20,\n",
       "  4,\n",
       "  211,\n",
       "  364,\n",
       "  38,\n",
       "  658,\n",
       "  5,\n",
       "  165,\n",
       "  71,\n",
       "  2,\n",
       "  57,\n",
       "  15,\n",
       "  155,\n",
       "  1,\n",
       "  17,\n",
       "  25,\n",
       "  250,\n",
       "  972,\n",
       "  1754,\n",
       "  37,\n",
       "  70,\n",
       "  21,\n",
       "  45,\n",
       "  14,\n",
       "  75,\n",
       "  3,\n",
       "  112,\n",
       "  1755],\n",
       " [39, 36, 137, 148],\n",
       " [59,\n",
       "  1,\n",
       "  272,\n",
       "  8,\n",
       "  311,\n",
       "  11,\n",
       "  475,\n",
       "  8,\n",
       "  592,\n",
       "  93,\n",
       "  7,\n",
       "  29,\n",
       "  8,\n",
       "  93,\n",
       "  31,\n",
       "  476,\n",
       "  4,\n",
       "  180,\n",
       "  139,\n",
       "  799,\n",
       "  48,\n",
       "  110,\n",
       "  7,\n",
       "  70,\n",
       "  124,\n",
       "  16,\n",
       "  14,\n",
       "  15,\n",
       "  1,\n",
       "  69,\n",
       "  26,\n",
       "  139,\n",
       "  36,\n",
       "  362,\n",
       "  398,\n",
       "  269,\n",
       "  15,\n",
       "  21,\n",
       "  50,\n",
       "  117,\n",
       "  437,\n",
       "  3,\n",
       "  111,\n",
       "  195,\n",
       "  7],\n",
       " [915,\n",
       "  199,\n",
       "  414,\n",
       "  25,\n",
       "  229,\n",
       "  250,\n",
       "  98,\n",
       "  1756,\n",
       "  189,\n",
       "  147,\n",
       "  127,\n",
       "  69,\n",
       "  94,\n",
       "  1757,\n",
       "  63,\n",
       "  1758,\n",
       "  2,\n",
       "  412,\n",
       "  82,\n",
       "  1759,\n",
       "  24,\n",
       "  98,\n",
       "  169,\n",
       "  10,\n",
       "  187,\n",
       "  245,\n",
       "  13,\n",
       "  955,\n",
       "  240,\n",
       "  56,\n",
       "  116,\n",
       "  41,\n",
       "  56,\n",
       "  47,\n",
       "  1760],\n",
       " [1, 288, 112, 83, 16, 24, 8, 510, 7, 2, 638, 4, 286, 83, 6, 393, 227, 7, 659],\n",
       " [39, 36, 73, 327, 148, 3, 1761, 143],\n",
       " [6,\n",
       "  133,\n",
       "  55,\n",
       "  8,\n",
       "  11,\n",
       "  257,\n",
       "  2,\n",
       "  1,\n",
       "  1762,\n",
       "  19,\n",
       "  178,\n",
       "  79,\n",
       "  250,\n",
       "  234,\n",
       "  42,\n",
       "  19,\n",
       "  39,\n",
       "  8,\n",
       "  11,\n",
       "  1763,\n",
       "  3,\n",
       "  7],\n",
       " [4,\n",
       "  81,\n",
       "  85,\n",
       "  271,\n",
       "  517,\n",
       "  258,\n",
       "  1,\n",
       "  11,\n",
       "  42,\n",
       "  490,\n",
       "  8,\n",
       "  1764,\n",
       "  275,\n",
       "  79,\n",
       "  1765,\n",
       "  94,\n",
       "  1766,\n",
       "  1767,\n",
       "  29,\n",
       "  94,\n",
       "  126,\n",
       "  106,\n",
       "  15,\n",
       "  21,\n",
       "  96,\n",
       "  11,\n",
       "  13,\n",
       "  976,\n",
       "  609,\n",
       "  2,\n",
       "  275,\n",
       "  185,\n",
       "  1768,\n",
       "  6,\n",
       "  577,\n",
       "  8,\n",
       "  152,\n",
       "  4,\n",
       "  121,\n",
       "  656,\n",
       "  15,\n",
       "  349,\n",
       "  17,\n",
       "  94,\n",
       "  1769],\n",
       " [6, 33, 151],\n",
       " [8, 27, 25, 626, 59, 2, 26, 13, 600, 253, 5, 76],\n",
       " [17,\n",
       "  25,\n",
       "  377,\n",
       "  79,\n",
       "  31,\n",
       "  81,\n",
       "  40,\n",
       "  1,\n",
       "  106,\n",
       "  18,\n",
       "  22,\n",
       "  538,\n",
       "  3,\n",
       "  279,\n",
       "  114,\n",
       "  511,\n",
       "  136,\n",
       "  1770],\n",
       " [446, 7, 3, 1771, 48, 447, 2, 1, 88, 29, 8, 14, 1772, 7, 49, 214],\n",
       " [4, 84, 27, 25, 222, 23, 13, 32],\n",
       " [43,\n",
       "  1773,\n",
       "  143,\n",
       "  24,\n",
       "  36,\n",
       "  648,\n",
       "  191,\n",
       "  346,\n",
       "  854,\n",
       "  653,\n",
       "  43,\n",
       "  91,\n",
       "  1774,\n",
       "  10,\n",
       "  6,\n",
       "  1775,\n",
       "  653,\n",
       "  4,\n",
       "  1776,\n",
       "  67,\n",
       "  1777,\n",
       "  6,\n",
       "  1778,\n",
       "  628],\n",
       " [1, 11, 550, 8, 11, 350, 3, 895, 617, 10, 21, 619],\n",
       " [1, 88, 28, 493, 426, 150, 59],\n",
       " [977, 49, 80, 1779, 79, 4, 102, 49, 5, 306, 459],\n",
       " [1, 134, 214, 1, 157, 246, 2, 8, 346, 1780, 7],\n",
       " [1, 1781, 4, 23, 45, 10, 649, 57, 276, 32, 9, 171],\n",
       " [70,\n",
       "  73,\n",
       "  122,\n",
       "  132,\n",
       "  6,\n",
       "  1782,\n",
       "  26,\n",
       "  9,\n",
       "  56,\n",
       "  2,\n",
       "  202,\n",
       "  56,\n",
       "  1,\n",
       "  107,\n",
       "  12,\n",
       "  18,\n",
       "  38,\n",
       "  1,\n",
       "  88,\n",
       "  29,\n",
       "  1,\n",
       "  978,\n",
       "  345,\n",
       "  3,\n",
       "  144,\n",
       "  59,\n",
       "  24,\n",
       "  1,\n",
       "  512,\n",
       "  41,\n",
       "  1,\n",
       "  274],\n",
       " [8, 505, 31, 218, 979, 49, 980],\n",
       " [53, 981],\n",
       " [28, 4, 81, 2, 1, 159, 3, 47, 186, 1, 11, 10, 1783, 490],\n",
       " [28, 53, 398, 269, 21, 352, 936, 13, 522],\n",
       " [1, 677, 44, 350, 3, 267, 143, 12, 7, 41, 1, 125, 2, 36, 117, 4, 835, 113],\n",
       " [43, 91, 116, 10, 15, 124, 982],\n",
       " [1, 51, 983, 3, 47, 630, 63, 4, 486, 403, 1784, 77, 41, 1, 11, 6, 23, 60],\n",
       " [36, 131, 145, 74, 13, 1785, 984, 2, 3, 1786, 198, 1787],\n",
       " [39, 1, 11, 12, 4, 64],\n",
       " [10, 6, 189, 8, 50, 95, 33, 7, 260],\n",
       " [53, 900, 40, 1, 91, 109, 19, 3, 1788, 643],\n",
       " [8,\n",
       "  11,\n",
       "  28,\n",
       "  527,\n",
       "  29,\n",
       "  36,\n",
       "  97,\n",
       "  82,\n",
       "  42,\n",
       "  6,\n",
       "  983,\n",
       "  1789,\n",
       "  3,\n",
       "  358,\n",
       "  7,\n",
       "  38,\n",
       "  527,\n",
       "  113,\n",
       "  2,\n",
       "  1790,\n",
       "  493,\n",
       "  220,\n",
       "  2,\n",
       "  881,\n",
       "  3,\n",
       "  7],\n",
       " [18, 753, 1791, 18, 813, 2, 1792, 78, 256, 22, 11, 971],\n",
       " [1,\n",
       "  285,\n",
       "  35,\n",
       "  10,\n",
       "  38,\n",
       "  119,\n",
       "  23,\n",
       "  292,\n",
       "  186,\n",
       "  459,\n",
       "  812,\n",
       "  39,\n",
       "  5,\n",
       "  1793,\n",
       "  171,\n",
       "  192,\n",
       "  135,\n",
       "  46,\n",
       "  148,\n",
       "  9,\n",
       "  6,\n",
       "  1794,\n",
       "  1,\n",
       "  129,\n",
       "  411,\n",
       "  11,\n",
       "  717],\n",
       " [8,\n",
       "  11,\n",
       "  257,\n",
       "  2,\n",
       "  297,\n",
       "  4,\n",
       "  113,\n",
       "  12,\n",
       "  5,\n",
       "  885,\n",
       "  2,\n",
       "  62,\n",
       "  7,\n",
       "  481,\n",
       "  223,\n",
       "  10,\n",
       "  6,\n",
       "  286,\n",
       "  2,\n",
       "  886,\n",
       "  4,\n",
       "  131,\n",
       "  887,\n",
       "  82,\n",
       "  5,\n",
       "  888,\n",
       "  889],\n",
       " [59, 406, 660, 156, 58, 198, 1795, 660, 2, 1796],\n",
       " [1, 157, 88, 2, 417, 4, 523, 80, 1797, 26],\n",
       " [1, 11, 10, 5, 45, 15, 11, 954],\n",
       " [43, 91, 66, 77, 3, 52, 985, 1798, 6, 262, 26, 9, 406, 373],\n",
       " [43, 69, 231, 10, 968, 57, 174, 78, 9, 365, 59],\n",
       " [1, 117, 25, 10, 5, 147, 87, 33, 1799, 10, 4, 113, 108],\n",
       " [8, 11, 23, 10, 219, 130, 586],\n",
       " [16, 25, 205, 146, 32, 61, 1, 201, 4, 81, 3, 87, 111],\n",
       " [43, 467, 10, 202, 188, 6, 133, 197, 1, 117, 67, 353, 128, 29, 21],\n",
       " [986, 5, 323, 1, 66, 1800, 863, 618, 49, 18, 987],\n",
       " [173,\n",
       "  438,\n",
       "  21,\n",
       "  126,\n",
       "  61,\n",
       "  1,\n",
       "  11,\n",
       "  498,\n",
       "  32,\n",
       "  176,\n",
       "  53,\n",
       "  1801,\n",
       "  988,\n",
       "  4,\n",
       "  105,\n",
       "  436,\n",
       "  19,\n",
       "  10,\n",
       "  2,\n",
       "  590,\n",
       "  860,\n",
       "  19],\n",
       " [22, 25, 10, 38, 23, 45, 13, 5, 147, 32, 2, 43, 278, 37, 16, 63, 5, 105],\n",
       " [53, 38, 816, 1802],\n",
       " [369, 4, 23, 84, 275, 20, 5, 1803, 1804, 12, 5, 1805],\n",
       " [206,\n",
       "  52,\n",
       "  1,\n",
       "  107,\n",
       "  202,\n",
       "  4,\n",
       "  65,\n",
       "  54,\n",
       "  514,\n",
       "  185,\n",
       "  78,\n",
       "  71,\n",
       "  57,\n",
       "  36,\n",
       "  228,\n",
       "  7,\n",
       "  164,\n",
       "  78,\n",
       "  9,\n",
       "  33,\n",
       "  2,\n",
       "  249,\n",
       "  3,\n",
       "  190,\n",
       "  7],\n",
       " [74, 2, 989, 93],\n",
       " [43, 563, 38, 379, 217],\n",
       " [1, 289, 122, 62, 7],\n",
       " [14,\n",
       "  224,\n",
       "  795,\n",
       "  9,\n",
       "  38,\n",
       "  990,\n",
       "  484,\n",
       "  838,\n",
       "  13,\n",
       "  169,\n",
       "  54,\n",
       "  125,\n",
       "  38,\n",
       "  23,\n",
       "  45,\n",
       "  12,\n",
       "  5,\n",
       "  1806,\n",
       "  173,\n",
       "  334,\n",
       "  94,\n",
       "  1807,\n",
       "  24,\n",
       "  53,\n",
       "  5,\n",
       "  212,\n",
       "  630,\n",
       "  28,\n",
       "  1,\n",
       "  170,\n",
       "  3,\n",
       "  145,\n",
       "  172,\n",
       "  3,\n",
       "  243,\n",
       "  41,\n",
       "  169,\n",
       "  34,\n",
       "  141,\n",
       "  133,\n",
       "  489,\n",
       "  1808],\n",
       " [4,\n",
       "  108,\n",
       "  14,\n",
       "  38,\n",
       "  1809,\n",
       "  49,\n",
       "  1810,\n",
       "  2,\n",
       "  1811,\n",
       "  840,\n",
       "  1812,\n",
       "  22,\n",
       "  14,\n",
       "  1813,\n",
       "  2,\n",
       "  27,\n",
       "  25,\n",
       "  5,\n",
       "  1814,\n",
       "  13,\n",
       "  772,\n",
       "  1815],\n",
       " [4, 244, 159, 3, 132, 7, 37, 472, 5, 165, 13, 37, 355, 32],\n",
       " [1, 58, 269, 54, 3, 110, 37, 21, 24, 1, 137, 3, 110, 122],\n",
       " [53, 475, 40, 6, 64, 9, 980, 27, 101, 240, 3, 116],\n",
       " [8,\n",
       "  508,\n",
       "  29,\n",
       "  7,\n",
       "  1816,\n",
       "  509,\n",
       "  9,\n",
       "  92,\n",
       "  723,\n",
       "  15,\n",
       "  1,\n",
       "  51,\n",
       "  210,\n",
       "  3,\n",
       "  44,\n",
       "  5,\n",
       "  1817,\n",
       "  2,\n",
       "  1,\n",
       "  210,\n",
       "  3,\n",
       "  1818,\n",
       "  991],\n",
       " [53, 30, 992],\n",
       " [1819, 649, 1, 106, 19, 1, 11, 408],\n",
       " [36, 131, 145, 74, 39, 36, 117, 201],\n",
       " [1,\n",
       "  17,\n",
       "  746,\n",
       "  20,\n",
       "  4,\n",
       "  993,\n",
       "  96,\n",
       "  661,\n",
       "  2,\n",
       "  31,\n",
       "  248,\n",
       "  96,\n",
       "  15,\n",
       "  351,\n",
       "  14,\n",
       "  5,\n",
       "  1820,\n",
       "  220,\n",
       "  9,\n",
       "  351,\n",
       "  994,\n",
       "  1821,\n",
       "  9,\n",
       "  174,\n",
       "  182,\n",
       "  991,\n",
       "  50,\n",
       "  145,\n",
       "  3,\n",
       "  18,\n",
       "  96,\n",
       "  2,\n",
       "  101,\n",
       "  60,\n",
       "  10,\n",
       "  6,\n",
       "  1822,\n",
       "  10,\n",
       "  4,\n",
       "  1823,\n",
       "  466,\n",
       "  18,\n",
       "  96,\n",
       "  3,\n",
       "  563,\n",
       "  940,\n",
       "  10,\n",
       "  4,\n",
       "  1824,\n",
       "  4,\n",
       "  993,\n",
       "  96,\n",
       "  661,\n",
       "  1825,\n",
       "  1826,\n",
       "  18,\n",
       "  3,\n",
       "  15,\n",
       "  96,\n",
       "  1827,\n",
       "  3,\n",
       "  363,\n",
       "  89,\n",
       "  40,\n",
       "  154,\n",
       "  5,\n",
       "  1828,\n",
       "  2,\n",
       "  31,\n",
       "  244,\n",
       "  2,\n",
       "  209,\n",
       "  125,\n",
       "  19,\n",
       "  154,\n",
       "  1829,\n",
       "  72,\n",
       "  14,\n",
       "  652,\n",
       "  339,\n",
       "  9,\n",
       "  19,\n",
       "  349,\n",
       "  1830,\n",
       "  132,\n",
       "  18,\n",
       "  24,\n",
       "  57,\n",
       "  21,\n",
       "  351,\n",
       "  152,\n",
       "  8,\n",
       "  995,\n",
       "  400,\n",
       "  31,\n",
       "  72,\n",
       "  31,\n",
       "  72,\n",
       "  1831,\n",
       "  19,\n",
       "  40,\n",
       "  349,\n",
       "  58,\n",
       "  132,\n",
       "  18,\n",
       "  2,\n",
       "  138,\n",
       "  3,\n",
       "  1832,\n",
       "  12,\n",
       "  1833,\n",
       "  35,\n",
       "  351,\n",
       "  2,\n",
       "  138,\n",
       "  1834,\n",
       "  12,\n",
       "  18],\n",
       " [89, 82, 5, 181, 9, 1835],\n",
       " [31, 161, 1836, 19, 5, 181],\n",
       " [6, 215, 1, 85, 996, 6, 105, 259, 441, 2, 259, 149, 235, 833],\n",
       " [1, 347, 3, 931, 19],\n",
       " [57,\n",
       "  276,\n",
       "  32,\n",
       "  9,\n",
       "  1837,\n",
       "  18,\n",
       "  47,\n",
       "  119,\n",
       "  99,\n",
       "  295,\n",
       "  9,\n",
       "  143,\n",
       "  388,\n",
       "  10,\n",
       "  473,\n",
       "  9,\n",
       "  18,\n",
       "  306,\n",
       "  209,\n",
       "  2,\n",
       "  1,\n",
       "  58,\n",
       "  242,\n",
       "  957],\n",
       " [28,\n",
       "  1,\n",
       "  226,\n",
       "  4,\n",
       "  81,\n",
       "  2,\n",
       "  106,\n",
       "  18,\n",
       "  15,\n",
       "  1,\n",
       "  11,\n",
       "  75,\n",
       "  3,\n",
       "  6,\n",
       "  395,\n",
       "  496,\n",
       "  317,\n",
       "  40,\n",
       "  1,\n",
       "  170,\n",
       "  3,\n",
       "  24,\n",
       "  4,\n",
       "  277,\n",
       "  107,\n",
       "  151,\n",
       "  109,\n",
       "  3,\n",
       "  358,\n",
       "  7,\n",
       "  6,\n",
       "  1838,\n",
       "  28,\n",
       "  1,\n",
       "  138,\n",
       "  319,\n",
       "  3,\n",
       "  4,\n",
       "  81],\n",
       " [1,\n",
       "  91,\n",
       "  17,\n",
       "  38,\n",
       "  1839,\n",
       "  3,\n",
       "  44,\n",
       "  10,\n",
       "  60,\n",
       "  24,\n",
       "  1,\n",
       "  91,\n",
       "  88,\n",
       "  29,\n",
       "  6,\n",
       "  1840,\n",
       "  14,\n",
       "  1841,\n",
       "  13,\n",
       "  7,\n",
       "  372],\n",
       " [1,\n",
       "  11,\n",
       "  5,\n",
       "  978,\n",
       "  1842,\n",
       "  323,\n",
       "  114,\n",
       "  1,\n",
       "  175,\n",
       "  19,\n",
       "  2,\n",
       "  34,\n",
       "  168,\n",
       "  616,\n",
       "  26,\n",
       "  9,\n",
       "  5,\n",
       "  1843,\n",
       "  23,\n",
       "  45],\n",
       " [1, 285, 35, 12, 502, 33, 49, 435, 121],\n",
       " [89,\n",
       "  82,\n",
       "  807,\n",
       "  808,\n",
       "  12,\n",
       "  281,\n",
       "  2,\n",
       "  809,\n",
       "  2,\n",
       "  168,\n",
       "  89,\n",
       "  27,\n",
       "  5,\n",
       "  68,\n",
       "  444,\n",
       "  596,\n",
       "  10,\n",
       "  4,\n",
       "  597,\n",
       "  598,\n",
       "  40,\n",
       "  9,\n",
       "  5,\n",
       "  105,\n",
       "  810],\n",
       " [8, 27, 232, 7, 2, 62, 7, 114, 95, 8, 348, 2, 507],\n",
       " [161, 11, 140, 179],\n",
       " [1, 129, 66, 240, 3, 1844],\n",
       " [5,\n",
       "  147,\n",
       "  127,\n",
       "  71,\n",
       "  4,\n",
       "  244,\n",
       "  1845,\n",
       "  22,\n",
       "  170,\n",
       "  5,\n",
       "  410,\n",
       "  268,\n",
       "  173,\n",
       "  438,\n",
       "  1846,\n",
       "  24,\n",
       "  22,\n",
       "  95,\n",
       "  995,\n",
       "  1847,\n",
       "  13,\n",
       "  1848,\n",
       "  9,\n",
       "  113,\n",
       "  29,\n",
       "  1849,\n",
       "  43,\n",
       "  1850,\n",
       "  17,\n",
       "  101,\n",
       "  218,\n",
       "  468,\n",
       "  22,\n",
       "  330,\n",
       "  29,\n",
       "  5,\n",
       "  1851],\n",
       " [465, 265, 33],\n",
       " [8, 85, 48, 6, 150, 86, 2, 43, 467, 10, 202],\n",
       " [2,\n",
       "  1,\n",
       "  17,\n",
       "  5,\n",
       "  449,\n",
       "  24,\n",
       "  1,\n",
       "  129,\n",
       "  17,\n",
       "  200,\n",
       "  218,\n",
       "  775,\n",
       "  2,\n",
       "  1,\n",
       "  129,\n",
       "  104,\n",
       "  66,\n",
       "  70,\n",
       "  3,\n",
       "  764,\n",
       "  13,\n",
       "  5,\n",
       "  1852],\n",
       " [8, 11, 23, 195, 7, 2, 244, 103],\n",
       " [1, 30, 17, 502, 315, 48, 9, 5, 997],\n",
       " [4, 998, 65, 1853, 3, 453, 31, 476, 13, 78],\n",
       " [1, 207, 69, 26, 9, 4, 23, 45],\n",
       " [394, 1854, 7, 41, 1855, 376, 82, 5, 212, 1856],\n",
       " [939, 56, 13, 1857, 21, 917, 2, 13, 331, 21, 395],\n",
       " [1, 611, 37, 1858, 442],\n",
       " [16, 14, 130, 225, 1859],\n",
       " [465, 33, 21, 14, 38, 999, 512, 13, 208],\n",
       " [14,\n",
       "  224,\n",
       "  454,\n",
       "  967,\n",
       "  26,\n",
       "  79,\n",
       "  1860,\n",
       "  46,\n",
       "  1861,\n",
       "  1862,\n",
       "  6,\n",
       "  313,\n",
       "  9,\n",
       "  252,\n",
       "  3,\n",
       "  112,\n",
       "  3,\n",
       "  60,\n",
       "  1000,\n",
       "  7,\n",
       "  28,\n",
       "  200,\n",
       "  315,\n",
       "  2,\n",
       "  414,\n",
       "  422,\n",
       "  9,\n",
       "  6,\n",
       "  943,\n",
       "  1,\n",
       "  51,\n",
       "  252,\n",
       "  1863,\n",
       "  227],\n",
       " [188,\n",
       "  435,\n",
       "  109,\n",
       "  3,\n",
       "  44,\n",
       "  1864,\n",
       "  1865,\n",
       "  9,\n",
       "  6,\n",
       "  45,\n",
       "  2,\n",
       "  49,\n",
       "  4,\n",
       "  1866,\n",
       "  31,\n",
       "  1867,\n",
       "  622,\n",
       "  12,\n",
       "  607,\n",
       "  608],\n",
       " [1, 129, 66, 77, 3, 52],\n",
       " [48, 4, 180, 82, 1868, 9, 709, 16],\n",
       " [21, 118, 14, 506, 3, 1869, 5, 635],\n",
       " [5, 212, 986],\n",
       " [21, 55, 163],\n",
       " [1870,\n",
       "  1,\n",
       "  17,\n",
       "  5,\n",
       "  696,\n",
       "  124,\n",
       "  113,\n",
       "  2,\n",
       "  4,\n",
       "  121,\n",
       "  627,\n",
       "  7,\n",
       "  150,\n",
       "  2,\n",
       "  4,\n",
       "  482,\n",
       "  627,\n",
       "  7,\n",
       "  150,\n",
       "  1871,\n",
       "  60],\n",
       " [14,\n",
       "  16,\n",
       "  33,\n",
       "  3,\n",
       "  1872,\n",
       "  20,\n",
       "  4,\n",
       "  655,\n",
       "  46,\n",
       "  923,\n",
       "  7,\n",
       "  3,\n",
       "  193,\n",
       "  7,\n",
       "  49,\n",
       "  1873,\n",
       "  185,\n",
       "  364,\n",
       "  38,\n",
       "  658,\n",
       "  154,\n",
       "  131,\n",
       "  334,\n",
       "  16,\n",
       "  5,\n",
       "  367,\n",
       "  223,\n",
       "  24,\n",
       "  21,\n",
       "  471,\n",
       "  1,\n",
       "  34,\n",
       "  3,\n",
       "  47,\n",
       "  35,\n",
       "  1874,\n",
       "  13,\n",
       "  5,\n",
       "  794,\n",
       "  1875,\n",
       "  2,\n",
       "  8,\n",
       "  170,\n",
       "  3,\n",
       "  1876],\n",
       " [21,\n",
       "  126,\n",
       "  1,\n",
       "  159,\n",
       "  3,\n",
       "  44,\n",
       "  180,\n",
       "  12,\n",
       "  1877,\n",
       "  12,\n",
       "  156,\n",
       "  645,\n",
       "  1001,\n",
       "  2,\n",
       "  16,\n",
       "  69,\n",
       "  398,\n",
       "  1002],\n",
       " [274,\n",
       "  17,\n",
       "  125,\n",
       "  10,\n",
       "  6,\n",
       "  133,\n",
       "  213,\n",
       "  39,\n",
       "  8,\n",
       "  62,\n",
       "  7,\n",
       "  2,\n",
       "  27,\n",
       "  7,\n",
       "  1878,\n",
       "  20,\n",
       "  6,\n",
       "  393,\n",
       "  3,\n",
       "  19],\n",
       " [206,\n",
       "  1003,\n",
       "  6,\n",
       "  1879,\n",
       "  6,\n",
       "  155,\n",
       "  57,\n",
       "  8,\n",
       "  964,\n",
       "  7,\n",
       "  341,\n",
       "  1,\n",
       "  17,\n",
       "  1880,\n",
       "  9,\n",
       "  198,\n",
       "  262,\n",
       "  511,\n",
       "  26,\n",
       "  9,\n",
       "  4,\n",
       "  1881,\n",
       "  43,\n",
       "  792,\n",
       "  1882,\n",
       "  559],\n",
       " [1,\n",
       "  17,\n",
       "  4,\n",
       "  401,\n",
       "  449,\n",
       "  12,\n",
       "  4,\n",
       "  401,\n",
       "  1883,\n",
       "  2,\n",
       "  1,\n",
       "  73,\n",
       "  116,\n",
       "  1884,\n",
       "  1,\n",
       "  109,\n",
       "  343,\n",
       "  31,\n",
       "  1885,\n",
       "  42,\n",
       "  48],\n",
       " [173, 97, 529, 12, 4, 72, 1886],\n",
       " [4, 1887, 62, 7, 13, 6, 133, 55, 5, 147, 127, 71],\n",
       " [8, 11, 909, 3, 950, 32, 40, 8, 14, 5, 1888, 64],\n",
       " [1,\n",
       "  157,\n",
       "  243,\n",
       "  77,\n",
       "  1,\n",
       "  405,\n",
       "  1,\n",
       "  85,\n",
       "  242,\n",
       "  86,\n",
       "  3,\n",
       "  7,\n",
       "  29,\n",
       "  1,\n",
       "  50,\n",
       "  44,\n",
       "  5,\n",
       "  618,\n",
       "  261,\n",
       "  2,\n",
       "  15,\n",
       "  4,\n",
       "  209,\n",
       "  50,\n",
       "  392,\n",
       "  35,\n",
       "  1004,\n",
       "  46,\n",
       "  343,\n",
       "  5,\n",
       "  72],\n",
       " [214, 152, 3, 5, 286, 63, 402, 1005, 15, 82, 23, 52],\n",
       " [1,\n",
       "  183,\n",
       "  1,\n",
       "  109,\n",
       "  3,\n",
       "  521,\n",
       "  21,\n",
       "  87,\n",
       "  33,\n",
       "  24,\n",
       "  1,\n",
       "  129,\n",
       "  66,\n",
       "  41,\n",
       "  16,\n",
       "  5,\n",
       "  124,\n",
       "  1889,\n",
       "  40,\n",
       "  1,\n",
       "  10,\n",
       "  4,\n",
       "  1890,\n",
       "  32,\n",
       "  9,\n",
       "  492,\n",
       "  2,\n",
       "  8,\n",
       "  1891,\n",
       "  13,\n",
       "  4,\n",
       "  1892,\n",
       "  1893,\n",
       "  386,\n",
       "  3,\n",
       "  6,\n",
       "  633,\n",
       "  1,\n",
       "  34,\n",
       "  3,\n",
       "  1894,\n",
       "  4,\n",
       "  115,\n",
       "  76,\n",
       "  9,\n",
       "  492,\n",
       "  40,\n",
       "  9,\n",
       "  464,\n",
       "  2,\n",
       "  1,\n",
       "  137,\n",
       "  3,\n",
       "  1895,\n",
       "  21,\n",
       "  115,\n",
       "  76],\n",
       " [1, 183, 4, 81, 14, 6, 64, 10, 18, 45],\n",
       " [4, 90, 9, 103, 32, 27, 25, 333, 23],\n",
       " [77, 52, 1, 52, 1, 28, 160],\n",
       " [271,\n",
       "  1006,\n",
       "  1896,\n",
       "  37,\n",
       "  214,\n",
       "  1,\n",
       "  52,\n",
       "  2,\n",
       "  273,\n",
       "  7,\n",
       "  39,\n",
       "  1,\n",
       "  1897,\n",
       "  3,\n",
       "  18,\n",
       "  407,\n",
       "  42,\n",
       "  7,\n",
       "  15,\n",
       "  53,\n",
       "  210,\n",
       "  3,\n",
       "  623,\n",
       "  18],\n",
       " [371, 1, 11, 510, 28, 229, 10, 473, 9, 4, 209, 1, 207, 226, 6, 258],\n",
       " [16, 149, 44, 498, 32, 21, 1898, 15, 1, 11, 350, 3, 413, 38, 23, 45],\n",
       " [8, 283, 21, 40, 39, 43, 82, 560, 8, 855, 7, 3, 433],\n",
       " [101, 1899, 9, 33, 46, 111, 977, 49, 251, 629],\n",
       " [1, 17, 209, 12, 4, 64],\n",
       " [1, 11, 293, 12, 4, 637, 2, 22, 11, 140, 23, 222],\n",
       " [177, 3, 103, 32, 71, 15, 4, 84, 670, 14, 120, 23],\n",
       " [1, 249, 1900, 2, 3, 44, 999, 1, 91, 66, 70, 3, 204, 6, 328],\n",
       " [59,\n",
       "  1,\n",
       "  317,\n",
       "  12,\n",
       "  5,\n",
       "  1007,\n",
       "  621,\n",
       "  2,\n",
       "  451,\n",
       "  989,\n",
       "  319,\n",
       "  92,\n",
       "  3,\n",
       "  573,\n",
       "  2,\n",
       "  210,\n",
       "  3,\n",
       "  573,\n",
       "  355,\n",
       "  1901,\n",
       "  5,\n",
       "  155,\n",
       "  40,\n",
       "  80,\n",
       "  1902,\n",
       "  14,\n",
       "  225,\n",
       "  1903],\n",
       " [97, 507, 19],\n",
       " [1,\n",
       "  106,\n",
       "  4,\n",
       "  121,\n",
       "  2,\n",
       "  36,\n",
       "  183,\n",
       "  15,\n",
       "  352,\n",
       "  150,\n",
       "  24,\n",
       "  36,\n",
       "  91,\n",
       "  199,\n",
       "  128,\n",
       "  3,\n",
       "  19,\n",
       "  2,\n",
       "  30,\n",
       "  403,\n",
       "  75],\n",
       " [1, 582, 192, 12, 18],\n",
       " [1, 62, 19, 74],\n",
       " [4, 695, 90, 1904, 275, 26, 3, 545, 12, 31, 180, 115, 197],\n",
       " [114, 1, 175, 18, 1, 11, 231, 3, 38, 23, 196, 265],\n",
       " [8,\n",
       "  97,\n",
       "  242,\n",
       "  37,\n",
       "  70,\n",
       "  8,\n",
       "  1905,\n",
       "  1,\n",
       "  75,\n",
       "  3,\n",
       "  112,\n",
       "  110,\n",
       "  122,\n",
       "  139,\n",
       "  70,\n",
       "  8,\n",
       "  508,\n",
       "  29,\n",
       "  1,\n",
       "  17,\n",
       "  509,\n",
       "  46,\n",
       "  1906],\n",
       " [1,\n",
       "  11,\n",
       "  313,\n",
       "  9,\n",
       "  92,\n",
       "  63,\n",
       "  6,\n",
       "  1907,\n",
       "  63,\n",
       "  1908,\n",
       "  1,\n",
       "  66,\n",
       "  28,\n",
       "  1909,\n",
       "  2,\n",
       "  73,\n",
       "  922,\n",
       "  20,\n",
       "  1910,\n",
       "  1911,\n",
       "  41,\n",
       "  53,\n",
       "  235,\n",
       "  420,\n",
       "  462,\n",
       "  662,\n",
       "  323],\n",
       " [3, 6, 351, 54, 17, 209, 2, 17, 3, 385, 1008, 12, 230, 64],\n",
       " [27, 1912, 1913, 595],\n",
       " [36, 368, 37, 31, 301, 171, 2, 265, 33, 57, 331, 164, 6, 291, 135, 1, 321],\n",
       " [1, 68, 51, 366, 1914],\n",
       " [1, 88, 1915],\n",
       " [1, 11, 12, 4, 23, 65, 13, 174, 32],\n",
       " [53, 948, 41, 21, 14, 58, 6, 150, 307, 13, 21, 372],\n",
       " [30, 63, 6, 678, 283],\n",
       " [95, 169, 20, 172, 199, 91, 1916, 83, 153, 1005],\n",
       " [4, 72, 1009, 1010, 14, 203, 10, 38, 23, 45, 12, 18, 84, 95, 1010],\n",
       " [6,\n",
       "  133,\n",
       "  55,\n",
       "  1,\n",
       "  175,\n",
       "  19,\n",
       "  1,\n",
       "  424,\n",
       "  83,\n",
       "  5,\n",
       "  1917,\n",
       "  384,\n",
       "  530,\n",
       "  130,\n",
       "  818,\n",
       "  139,\n",
       "  278,\n",
       "  48,\n",
       "  24,\n",
       "  60,\n",
       "  118],\n",
       " [819,\n",
       "  820,\n",
       "  1,\n",
       "  51,\n",
       "  75,\n",
       "  164,\n",
       "  60,\n",
       "  9,\n",
       "  6,\n",
       "  1918,\n",
       "  1919,\n",
       "  9,\n",
       "  4,\n",
       "  113,\n",
       "  2,\n",
       "  1,\n",
       "  51,\n",
       "  1920,\n",
       "  3,\n",
       "  17,\n",
       "  145,\n",
       "  26,\n",
       "  9,\n",
       "  38,\n",
       "  23,\n",
       "  45],\n",
       " [4, 84, 1921, 7, 40, 8, 283, 1, 556, 19, 3, 17, 1922, 39, 43, 17, 629],\n",
       " [4, 361, 121, 362, 3, 44, 234, 42, 7, 10, 94, 130],\n",
       " [59,\n",
       "  53,\n",
       "  503,\n",
       "  49,\n",
       "  21,\n",
       "  49,\n",
       "  5,\n",
       "  162,\n",
       "  55,\n",
       "  5,\n",
       "  1923,\n",
       "  5,\n",
       "  181,\n",
       "  996,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  91,\n",
       "  66,\n",
       "  77,\n",
       "  3,\n",
       "  52],\n",
       " [528,\n",
       "  1,\n",
       "  51,\n",
       "  5,\n",
       "  1924,\n",
       "  49,\n",
       "  6,\n",
       "  654,\n",
       "  1925,\n",
       "  49,\n",
       "  1926,\n",
       "  2,\n",
       "  1,\n",
       "  17,\n",
       "  529,\n",
       "  10,\n",
       "  1927,\n",
       "  13,\n",
       "  5,\n",
       "  147,\n",
       "  32],\n",
       " [304, 1006, 853, 6, 1928, 9, 33, 2, 70, 913, 35, 214, 11],\n",
       " [8,\n",
       "  11,\n",
       "  95,\n",
       "  797,\n",
       "  37,\n",
       "  6,\n",
       "  657,\n",
       "  15,\n",
       "  31,\n",
       "  65,\n",
       "  264,\n",
       "  34,\n",
       "  5,\n",
       "  291,\n",
       "  135,\n",
       "  238,\n",
       "  19,\n",
       "  268,\n",
       "  357,\n",
       "  8,\n",
       "  34,\n",
       "  101,\n",
       "  192,\n",
       "  12,\n",
       "  230,\n",
       "  308],\n",
       " [49, 6, 755, 1929, 43, 69],\n",
       " [427,\n",
       "  428,\n",
       "  429,\n",
       "  430,\n",
       "  1930,\n",
       "  5,\n",
       "  126,\n",
       "  779,\n",
       "  1931,\n",
       "  15,\n",
       "  1,\n",
       "  491,\n",
       "  740,\n",
       "  51,\n",
       "  1011,\n",
       "  14,\n",
       "  140,\n",
       "  23],\n",
       " [4, 282, 175, 31, 65, 115, 165],\n",
       " [56, 378, 47, 5, 337, 135, 41, 6, 1932, 496, 378, 1933, 6, 118],\n",
       " [53,\n",
       "  988,\n",
       "  491,\n",
       "  1,\n",
       "  11,\n",
       "  824,\n",
       "  42,\n",
       "  355,\n",
       "  12,\n",
       "  5,\n",
       "  731,\n",
       "  76,\n",
       "  176,\n",
       "  827,\n",
       "  1,\n",
       "  34,\n",
       "  5,\n",
       "  87,\n",
       "  111,\n",
       "  45,\n",
       "  10,\n",
       "  6,\n",
       "  654,\n",
       "  114,\n",
       "  6,\n",
       "  258,\n",
       "  590,\n",
       "  7,\n",
       "  413,\n",
       "  74,\n",
       "  3,\n",
       "  1934],\n",
       " [1, 952, 37, 16, 158],\n",
       " [94,\n",
       "  153,\n",
       "  661,\n",
       "  57,\n",
       "  1011,\n",
       "  31,\n",
       "  211,\n",
       "  36,\n",
       "  156,\n",
       "  29,\n",
       "  44,\n",
       "  1935,\n",
       "  91,\n",
       "  104,\n",
       "  144,\n",
       "  1936,\n",
       "  209,\n",
       "  628],\n",
       " [43, 82, 10, 123, 1009, 1937, 2, 17, 25, 231, 13, 37, 5, 76, 2, 530],\n",
       " [1938, 4, 1012, 248, 499, 14, 1939, 87, 33],\n",
       " [383, 1940, 251, 33],\n",
       " [24,\n",
       "  8,\n",
       "  67,\n",
       "  1941,\n",
       "  128,\n",
       "  42,\n",
       "  7,\n",
       "  1942,\n",
       "  27,\n",
       "  8,\n",
       "  235,\n",
       "  510,\n",
       "  6,\n",
       "  526,\n",
       "  46,\n",
       "  480,\n",
       "  31,\n",
       "  344,\n",
       "  26,\n",
       "  15,\n",
       "  130],\n",
       " [1, 117, 1943, 5, 326, 239],\n",
       " [1,\n",
       "  953,\n",
       "  25,\n",
       "  1013,\n",
       "  13,\n",
       "  4,\n",
       "  379,\n",
       "  468,\n",
       "  24,\n",
       "  1,\n",
       "  47,\n",
       "  6,\n",
       "  1944,\n",
       "  74,\n",
       "  41,\n",
       "  53,\n",
       "  814,\n",
       "  28,\n",
       "  928,\n",
       "  68,\n",
       "  101,\n",
       "  1945,\n",
       "  172],\n",
       " [206,\n",
       "  52,\n",
       "  1,\n",
       "  107,\n",
       "  109,\n",
       "  3,\n",
       "  44,\n",
       "  12,\n",
       "  122,\n",
       "  2,\n",
       "  1946,\n",
       "  122,\n",
       "  54,\n",
       "  120,\n",
       "  2,\n",
       "  336,\n",
       "  1947,\n",
       "  7],\n",
       " [504, 313, 1, 11, 478, 13, 236],\n",
       " [1, 378, 110, 41, 8, 68, 1000, 5, 262, 37, 7, 46, 58],\n",
       " [6, 87, 969, 106, 7, 15, 8, 1948, 596, 2, 36, 106, 7, 15, 16, 149, 47, 298],\n",
       " [1, 252, 5, 140, 229, 55, 511, 3, 531, 12, 77, 142],\n",
       " [8, 11, 1949, 120, 348, 24, 89, 11, 260, 2, 171, 33, 225],\n",
       " [1,\n",
       "  11,\n",
       "  418,\n",
       "  272,\n",
       "  37,\n",
       "  652,\n",
       "  19,\n",
       "  74,\n",
       "  40,\n",
       "  9,\n",
       "  70,\n",
       "  1950,\n",
       "  35,\n",
       "  1,\n",
       "  51,\n",
       "  10,\n",
       "  4,\n",
       "  286,\n",
       "  57,\n",
       "  293,\n",
       "  12,\n",
       "  38,\n",
       "  64,\n",
       "  13,\n",
       "  28,\n",
       "  162],\n",
       " [28,\n",
       "  43,\n",
       "  938,\n",
       "  3,\n",
       "  153,\n",
       "  1951,\n",
       "  579,\n",
       "  604,\n",
       "  29,\n",
       "  1952,\n",
       "  267,\n",
       "  55,\n",
       "  3,\n",
       "  327,\n",
       "  19,\n",
       "  40,\n",
       "  36,\n",
       "  17,\n",
       "  299,\n",
       "  1953,\n",
       "  1954],\n",
       " [1,\n",
       "  66,\n",
       "  6,\n",
       "  45,\n",
       "  11,\n",
       "  23,\n",
       "  2,\n",
       "  1,\n",
       "  11,\n",
       "  718,\n",
       "  1955,\n",
       "  24,\n",
       "  53,\n",
       "  483,\n",
       "  41,\n",
       "  173,\n",
       "  470,\n",
       "  5,\n",
       "  1956],\n",
       " [28, 133, 9, 48],\n",
       " [8, 27, 1957, 99, 351],\n",
       " [4,\n",
       "  65,\n",
       "  584,\n",
       "  254,\n",
       "  90,\n",
       "  27,\n",
       "  5,\n",
       "  301,\n",
       "  495,\n",
       "  2,\n",
       "  31,\n",
       "  121,\n",
       "  2,\n",
       "  1,\n",
       "  156,\n",
       "  435,\n",
       "  594,\n",
       "  8,\n",
       "  11,\n",
       "  75,\n",
       "  3,\n",
       "  420,\n",
       "  93,\n",
       "  7,\n",
       "  41,\n",
       "  8,\n",
       "  505,\n",
       "  75,\n",
       "  42,\n",
       "  6,\n",
       "  1958,\n",
       "  8,\n",
       "  11],\n",
       " [4, 84, 27, 5, 536, 23, 570, 219, 177, 127],\n",
       " [1, 1014, 17, 168, 1959, 38, 23, 45],\n",
       " [4, 81, 34, 1960, 48, 18, 1961, 2, 1962, 1015, 7],\n",
       " [1,\n",
       "  17,\n",
       "  38,\n",
       "  891,\n",
       "  12,\n",
       "  6,\n",
       "  1963,\n",
       "  1964,\n",
       "  20,\n",
       "  4,\n",
       "  906,\n",
       "  233,\n",
       "  2,\n",
       "  53,\n",
       "  477,\n",
       "  29,\n",
       "  53,\n",
       "  75,\n",
       "  3,\n",
       "  47,\n",
       "  862],\n",
       " [50,\n",
       "  224,\n",
       "  17,\n",
       "  1965,\n",
       "  13,\n",
       "  38,\n",
       "  837,\n",
       "  1,\n",
       "  252,\n",
       "  12,\n",
       "  5,\n",
       "  1966,\n",
       "  4,\n",
       "  65,\n",
       "  14,\n",
       "  23,\n",
       "  2,\n",
       "  30,\n",
       "  1967,\n",
       "  1968,\n",
       "  1008,\n",
       "  9,\n",
       "  123,\n",
       "  133,\n",
       "  1969,\n",
       "  79,\n",
       "  80,\n",
       "  1970],\n",
       " [905,\n",
       "  1971,\n",
       "  439,\n",
       "  10,\n",
       "  4,\n",
       "  619,\n",
       "  2,\n",
       "  1972,\n",
       "  16,\n",
       "  616,\n",
       "  163,\n",
       "  15,\n",
       "  4,\n",
       "  282,\n",
       "  65,\n",
       "  282,\n",
       "  93,\n",
       "  7,\n",
       "  2,\n",
       "  14,\n",
       "  59,\n",
       "  1973],\n",
       " [173, 25, 325, 4, 1974, 178, 3, 47, 4, 599, 74],\n",
       " [1, 88, 333, 992, 2, 1, 137, 208],\n",
       " [1, 5, 140, 1975, 2, 220, 1976, 118],\n",
       " [1, 203, 10, 5, 316, 1001, 238, 4, 65, 54, 947, 7, 83, 38, 1977],\n",
       " [1, 488, 10, 1978, 2, 169, 89, 85, 6, 781, 50, 44, 494],\n",
       " [1979,\n",
       "  6,\n",
       "  1980,\n",
       "  3,\n",
       "  5,\n",
       "  1981,\n",
       "  384,\n",
       "  1016,\n",
       "  384,\n",
       "  384,\n",
       "  1982,\n",
       "  2,\n",
       "  1983,\n",
       "  9,\n",
       "  187,\n",
       "  1984,\n",
       "  256,\n",
       "  48,\n",
       "  9,\n",
       "  5,\n",
       "  997,\n",
       "  985,\n",
       "  365,\n",
       "  139,\n",
       "  16,\n",
       "  48,\n",
       "  138,\n",
       "  40,\n",
       "  1,\n",
       "  405,\n",
       "  587,\n",
       "  8,\n",
       "  1985,\n",
       "  7,\n",
       "  1015,\n",
       "  5,\n",
       "  562,\n",
       "  12,\n",
       "  94,\n",
       "  237,\n",
       "  54,\n",
       "  1986,\n",
       "  1987,\n",
       "  7],\n",
       " [2, 423, 1988, 9, 344, 149, 145, 49, 4, 102, 402, 9, 6, 55, 1989],\n",
       " [1, 50, 17, 334, 128, 13, 19],\n",
       " [24, 53, 42, 1990, 9, 75, 3, 474],\n",
       " [8,\n",
       "  508,\n",
       "  29,\n",
       "  41,\n",
       "  1,\n",
       "  17,\n",
       "  141,\n",
       "  380,\n",
       "  381,\n",
       "  42,\n",
       "  48,\n",
       "  42,\n",
       "  21,\n",
       "  239,\n",
       "  40,\n",
       "  1,\n",
       "  488,\n",
       "  6,\n",
       "  176,\n",
       "  933,\n",
       "  9,\n",
       "  92,\n",
       "  100,\n",
       "  1,\n",
       "  51,\n",
       "  242,\n",
       "  3,\n",
       "  153,\n",
       "  169,\n",
       "  2,\n",
       "  80,\n",
       "  1991],\n",
       " [650,\n",
       "  564,\n",
       "  974,\n",
       "  35,\n",
       "  6,\n",
       "  130,\n",
       "  8,\n",
       "  966,\n",
       "  191,\n",
       "  114,\n",
       "  349,\n",
       "  97,\n",
       "  199,\n",
       "  154,\n",
       "  58,\n",
       "  5,\n",
       "  1992,\n",
       "  118,\n",
       "  252,\n",
       "  209,\n",
       "  221,\n",
       "  145,\n",
       "  12,\n",
       "  5,\n",
       "  1993,\n",
       "  46,\n",
       "  41,\n",
       "  1,\n",
       "  62,\n",
       "  56,\n",
       "  100,\n",
       "  110,\n",
       "  7,\n",
       "  48,\n",
       "  6,\n",
       "  223,\n",
       "  1,\n",
       "  134,\n",
       "  188,\n",
       "  29,\n",
       "  53,\n",
       "  287,\n",
       "  1994,\n",
       "  486,\n",
       "  300,\n",
       "  110,\n",
       "  6,\n",
       "  632,\n",
       "  2,\n",
       "  6,\n",
       "  1995,\n",
       "  8,\n",
       "  67,\n",
       "  68,\n",
       "  1996,\n",
       "  154,\n",
       "  387,\n",
       "  2,\n",
       "  100,\n",
       "  1997,\n",
       "  962,\n",
       "  29,\n",
       "  154,\n",
       "  5,\n",
       "  124,\n",
       "  126,\n",
       "  39,\n",
       "  8,\n",
       "  324],\n",
       " [1,\n",
       "  640,\n",
       "  104,\n",
       "  29,\n",
       "  19,\n",
       "  1998,\n",
       "  7,\n",
       "  305,\n",
       "  2,\n",
       "  1,\n",
       "  88,\n",
       "  29,\n",
       "  304,\n",
       "  1999,\n",
       "  24,\n",
       "  1,\n",
       "  378,\n",
       "  362,\n",
       "  3,\n",
       "  289,\n",
       "  16,\n",
       "  112],\n",
       " [8,\n",
       "  62,\n",
       "  7,\n",
       "  3,\n",
       "  7,\n",
       "  35,\n",
       "  114,\n",
       "  20,\n",
       "  9,\n",
       "  7,\n",
       "  2,\n",
       "  639,\n",
       "  7,\n",
       "  2,\n",
       "  273,\n",
       "  7,\n",
       "  8,\n",
       "  11,\n",
       "  75,\n",
       "  3,\n",
       "  897,\n",
       "  7,\n",
       "  10,\n",
       "  5,\n",
       "  294],\n",
       " [53, 550, 53, 58, 1004],\n",
       " [427,\n",
       "  428,\n",
       "  429,\n",
       "  430,\n",
       "  304,\n",
       "  1014,\n",
       "  160,\n",
       "  3,\n",
       "  410,\n",
       "  84,\n",
       "  24,\n",
       "  1,\n",
       "  66,\n",
       "  1,\n",
       "  1017,\n",
       "  139,\n",
       "  1017,\n",
       "  385,\n",
       "  2,\n",
       "  86,\n",
       "  9,\n",
       "  221,\n",
       "  47,\n",
       "  479,\n",
       "  24,\n",
       "  259,\n",
       "  301,\n",
       "  27,\n",
       "  142,\n",
       "  61],\n",
       " [104,\n",
       "  246,\n",
       "  8,\n",
       "  330,\n",
       "  10,\n",
       "  425,\n",
       "  500,\n",
       "  2,\n",
       "  43,\n",
       "  17,\n",
       "  58,\n",
       "  34,\n",
       "  192,\n",
       "  13,\n",
       "  174,\n",
       "  32,\n",
       "  2,\n",
       "  1,\n",
       "  91,\n",
       "  603,\n",
       "  20,\n",
       "  19,\n",
       "  40,\n",
       "  8,\n",
       "  11,\n",
       "  23,\n",
       "  2,\n",
       "  1,\n",
       "  125,\n",
       "  19],\n",
       " [8,\n",
       "  356,\n",
       "  7,\n",
       "  3,\n",
       "  457,\n",
       "  35,\n",
       "  2,\n",
       "  7,\n",
       "  15,\n",
       "  8,\n",
       "  50,\n",
       "  547,\n",
       "  4,\n",
       "  359,\n",
       "  26,\n",
       "  43,\n",
       "  116,\n",
       "  20,\n",
       "  6,\n",
       "  393,\n",
       "  24,\n",
       "  1,\n",
       "  151,\n",
       "  109,\n",
       "  3,\n",
       "  2,\n",
       "  107,\n",
       "  3,\n",
       "  4,\n",
       "  81],\n",
       " [28, 1, 137, 3, 284, 21, 26],\n",
       " [1, 73, 98, 24, 8, 210, 3, 645, 261, 3, 899, 54, 19],\n",
       " [1, 34, 67, 25, 20, 5, 562, 139, 221, 109, 3, 16, 184],\n",
       " [57, 6, 402, 998, 494],\n",
       " [8, 27, 93, 7, 10, 6, 189, 970, 2, 50, 158],\n",
       " [1, 66, 16, 662, 27, 773, 24, 16, 642],\n",
       " [8,\n",
       "  69,\n",
       "  10,\n",
       "  6,\n",
       "  865,\n",
       "  42,\n",
       "  182,\n",
       "  583,\n",
       "  51,\n",
       "  2,\n",
       "  79,\n",
       "  177,\n",
       "  51,\n",
       "  31,\n",
       "  578,\n",
       "  20,\n",
       "  31,\n",
       "  359,\n",
       "  85,\n",
       "  8,\n",
       "  11,\n",
       "  10,\n",
       "  6,\n",
       "  982],\n",
       " [1, 116, 10, 5, 710, 2, 21, 284, 9, 33, 441, 219, 153, 155],\n",
       " [8,\n",
       "  14,\n",
       "  290,\n",
       "  2,\n",
       "  894,\n",
       "  12,\n",
       "  326,\n",
       "  5,\n",
       "  101,\n",
       "  192,\n",
       "  135,\n",
       "  2,\n",
       "  87,\n",
       "  33,\n",
       "  9,\n",
       "  5,\n",
       "  914,\n",
       "  268,\n",
       "  274,\n",
       "  44,\n",
       "  6,\n",
       "  757,\n",
       "  13,\n",
       "  15,\n",
       "  60,\n",
       "  24,\n",
       "  36,\n",
       "  131,\n",
       "  17,\n",
       "  16,\n",
       "  63,\n",
       "  6,\n",
       "  133],\n",
       " [24, 1, 73, 144],\n",
       " [1, 88, 29, 6, 450, 2, 374, 17, 184, 61, 247, 925, 6, 500],\n",
       " [43,\n",
       "  17,\n",
       "  842,\n",
       "  15,\n",
       "  73,\n",
       "  843,\n",
       "  4,\n",
       "  485,\n",
       "  11,\n",
       "  251,\n",
       "  2,\n",
       "  171,\n",
       "  23,\n",
       "  195,\n",
       "  18,\n",
       "  2,\n",
       "  7,\n",
       "  22,\n",
       "  844,\n",
       "  7,\n",
       "  35,\n",
       "  2,\n",
       "  377,\n",
       "  4,\n",
       "  108],\n",
       " [8, 27, 67, 334, 128, 29, 21, 3, 7],\n",
       " [1, 131, 199, 183, 40, 1, 89, 3, 16],\n",
       " [39, 36, 66, 56, 117, 247, 20, 2, 610, 12, 158],\n",
       " [1, 88, 29, 1, 592, 44, 250, 89],\n",
       " [1, 106, 18, 22, 11, 4, 81, 2, 22, 151, 587, 7],\n",
       " [1, 91, 66, 77, 3, 52, 39, 4, 84, 7],\n",
       " [50, 22, 411, 21, 1, 91, 109, 18, 3, 44, 801],\n",
       " [20, 2, 1, 789],\n",
       " [8, 7, 184, 4, 83, 4],\n",
       " [1, 17, 5, 1012, 54, 1, 551, 80, 99],\n",
       " [89, 11, 5, 9, 1018, 33, 10, 6, 45, 268, 3, 602, 6],\n",
       " [4, 108, 14, 10, 5, 179, 45, 12, 5, 257],\n",
       " [20,\n",
       "  60,\n",
       "  489,\n",
       "  8,\n",
       "  14,\n",
       "  5,\n",
       "  140,\n",
       "  220,\n",
       "  2,\n",
       "  118,\n",
       "  24,\n",
       "  5,\n",
       "  212,\n",
       "  3,\n",
       "  12,\n",
       "  4,\n",
       "  518,\n",
       "  975,\n",
       "  39,\n",
       "  8,\n",
       "  14,\n",
       "  634,\n",
       "  6,\n",
       "  790,\n",
       "  8,\n",
       "  372,\n",
       "  706,\n",
       "  46,\n",
       "  8,\n",
       "  14,\n",
       "  23,\n",
       "  8,\n",
       "  232,\n",
       "  18,\n",
       "  659,\n",
       "  249,\n",
       "  3,\n",
       "  233,\n",
       "  18,\n",
       "  655,\n",
       "  638,\n",
       "  18,\n",
       "  359,\n",
       "  2,\n",
       "  481,\n",
       "  2,\n",
       "  817,\n",
       "  1,\n",
       "  34,\n",
       "  97,\n",
       "  16,\n",
       "  26,\n",
       "  41,\n",
       "  4,\n",
       "  486,\n",
       "  58,\n",
       "  20,\n",
       "  647,\n",
       "  2,\n",
       "  39,\n",
       "  148,\n",
       "  142,\n",
       "  10,\n",
       "  4,\n",
       "  113,\n",
       "  1,\n",
       "  157,\n",
       "  1019,\n",
       "  9,\n",
       "  5,\n",
       "  187,\n",
       "  55,\n",
       "  4,\n",
       "  518,\n",
       "  11,\n",
       "  232,\n",
       "  659,\n",
       "  2,\n",
       "  11,\n",
       "  252,\n",
       "  2,\n",
       "  42,\n",
       "  6,\n",
       "  55,\n",
       "  1,\n",
       "  151,\n",
       "  17,\n",
       "  141,\n",
       "  440,\n",
       "  77,\n",
       "  3,\n",
       "  52,\n",
       "  10,\n",
       "  6,\n",
       "  1019,\n",
       "  461,\n",
       "  21,\n",
       "  158,\n",
       "  142,\n",
       "  24,\n",
       "  16,\n",
       "  11,\n",
       "  57,\n",
       "  21,\n",
       "  461],\n",
       " [57,\n",
       "  21,\n",
       "  8,\n",
       "  11,\n",
       "  828,\n",
       "  26,\n",
       "  2,\n",
       "  58,\n",
       "  506,\n",
       "  3,\n",
       "  116,\n",
       "  172,\n",
       "  305,\n",
       "  439,\n",
       "  322,\n",
       "  3,\n",
       "  59,\n",
       "  103,\n",
       "  256,\n",
       "  4,\n",
       "  10,\n",
       "  821,\n",
       "  13,\n",
       "  984,\n",
       "  2,\n",
       "  302,\n",
       "  30,\n",
       "  7,\n",
       "  2,\n",
       "  4,\n",
       "  2,\n",
       "  173,\n",
       "  168,\n",
       "  497,\n",
       "  26,\n",
       "  15,\n",
       "  14,\n",
       "  75,\n",
       "  3,\n",
       "  44,\n",
       "  247,\n",
       "  74,\n",
       "  10,\n",
       "  12,\n",
       "  191,\n",
       "  39,\n",
       "  1,\n",
       "  356,\n",
       "  4,\n",
       "  1020,\n",
       "  108,\n",
       "  206,\n",
       "  22,\n",
       "  11,\n",
       "  19,\n",
       "  74,\n",
       "  10,\n",
       "  6,\n",
       "  96,\n",
       "  57,\n",
       "  8,\n",
       "  462,\n",
       "  7,\n",
       "  22,\n",
       "  85,\n",
       "  154,\n",
       "  178,\n",
       "  608,\n",
       "  59,\n",
       "  14,\n",
       "  332,\n",
       "  200,\n",
       "  479,\n",
       "  2,\n",
       "  50,\n",
       "  67,\n",
       "  93,\n",
       "  7,\n",
       "  158,\n",
       "  2,\n",
       "  30,\n",
       "  538,\n",
       "  949,\n",
       "  3,\n",
       "  363,\n",
       "  13,\n",
       "  5,\n",
       "  147,\n",
       "  127],\n",
       " [90, 2, 1, 82, 179, 195, 959, 153],\n",
       " [4, 23, 65, 288, 144, 7, 317],\n",
       " [137, 5, 130, 26],\n",
       " [1, 780, 1, 285, 35, 10, 87, 111],\n",
       " [1, 656, 21, 149, 158],\n",
       " [22,\n",
       "  341,\n",
       "  1,\n",
       "  73,\n",
       "  312,\n",
       "  74,\n",
       "  2,\n",
       "  39,\n",
       "  1,\n",
       "  106,\n",
       "  18,\n",
       "  8,\n",
       "  62,\n",
       "  7,\n",
       "  22,\n",
       "  30,\n",
       "  662,\n",
       "  85,\n",
       "  176,\n",
       "  56,\n",
       "  58,\n",
       "  3,\n",
       "  312,\n",
       "  26,\n",
       "  2,\n",
       "  1,\n",
       "  28,\n",
       "  1021,\n",
       "  2,\n",
       "  93,\n",
       "  1,\n",
       "  129,\n",
       "  421,\n",
       "  77,\n",
       "  1,\n",
       "  357,\n",
       "  3,\n",
       "  52,\n",
       "  1,\n",
       "  131,\n",
       "  416,\n",
       "  1,\n",
       "  382,\n",
       "  44,\n",
       "  456,\n",
       "  10,\n",
       "  174,\n",
       "  263],\n",
       " [1, 11, 6, 9, 182, 836, 10, 5, 140, 105],\n",
       " [43, 82, 203, 901, 3, 312, 26, 2, 112, 123, 979, 409],\n",
       " [16, 25, 37, 177, 32, 9, 5, 9, 397],\n",
       " [963],\n",
       " [4,\n",
       "  1020,\n",
       "  166,\n",
       "  4,\n",
       "  161,\n",
       "  5,\n",
       "  212,\n",
       "  136,\n",
       "  5,\n",
       "  213,\n",
       "  71,\n",
       "  2,\n",
       "  1,\n",
       "  183,\n",
       "  8,\n",
       "  149,\n",
       "  47,\n",
       "  185,\n",
       "  12,\n",
       "  16],\n",
       " [8, 69],\n",
       " [28,\n",
       "  6,\n",
       "  126,\n",
       "  304,\n",
       "  242,\n",
       "  37,\n",
       "  14,\n",
       "  5,\n",
       "  2,\n",
       "  5,\n",
       "  845,\n",
       "  8,\n",
       "  346,\n",
       "  148,\n",
       "  2,\n",
       "  8,\n",
       "  912,\n",
       "  4,\n",
       "  108,\n",
       "  2,\n",
       "  660,\n",
       "  42,\n",
       "  18,\n",
       "  8,\n",
       "  236,\n",
       "  462,\n",
       "  4,\n",
       "  161,\n",
       "  15,\n",
       "  126,\n",
       "  14,\n",
       "  2,\n",
       "  4,\n",
       "  14,\n",
       "  29,\n",
       "  177,\n",
       "  266,\n",
       "  2,\n",
       "  8,\n",
       "  346,\n",
       "  403,\n",
       "  273,\n",
       "  191,\n",
       "  70,\n",
       "  879,\n",
       "  43,\n",
       "  82,\n",
       "  2,\n",
       "  70,\n",
       "  123,\n",
       "  166,\n",
       "  274,\n",
       "  4,\n",
       "  166,\n",
       "  27,\n",
       "  924,\n",
       "  2,\n",
       "  15,\n",
       "  126,\n",
       "  342,\n",
       "  15,\n",
       "  21,\n",
       "  642,\n",
       "  191,\n",
       "  6,\n",
       "  402,\n",
       "  2,\n",
       "  8,\n",
       "  14,\n",
       "  191,\n",
       "  15,\n",
       "  60,\n",
       "  155,\n",
       "  8,\n",
       "  14,\n",
       "  75,\n",
       "  3,\n",
       "  190,\n",
       "  191],\n",
       " [4,\n",
       "  72,\n",
       "  14,\n",
       "  59,\n",
       "  903,\n",
       "  2,\n",
       "  2,\n",
       "  4,\n",
       "  482,\n",
       "  82,\n",
       "  419,\n",
       "  2,\n",
       "  216,\n",
       "  20,\n",
       "  10,\n",
       "  937,\n",
       "  330,\n",
       "  24,\n",
       "  4,\n",
       "  81,\n",
       "  54,\n",
       "  14,\n",
       "  266,\n",
       "  14,\n",
       "  12,\n",
       "  4,\n",
       "  72],\n",
       " [4, 105, 159, 3, 62, 7, 2, 36, 156, 5, 181, 298],\n",
       " [1, 736, 553, 49, 4, 64, 10, 2, 11, 350, 3, 112, 651, 101, 192, 168],\n",
       " [16, 294, 42, 133],\n",
       " [4, 14, 6, 23, 60],\n",
       " [41, 1, 5, 291, 135, 46, 47, 19, 290, 13, 87, 494],\n",
       " [123, 108, 27, 106, 7, 13, 852, 37, 6, 90, 179, 944],\n",
       " [1, 856, 6, 657, 8, 11, 273, 7, 37, 412, 86, 357, 16, 567, 5, 601, 614],\n",
       " [1, 11, 260, 463, 79, 5, 105, 749, 39, 1, 11, 140, 306, 2, 84, 342, 21],\n",
       " [8, 10, 219, 45, 1, 17, 3, 623, 122, 83, 272, 8, 5, 124, 126],\n",
       " [214, 28, 501, 186, 60, 197, 8, 31, 20, 7, 2, 62, 7, 12, 5, 10, 4, 883],\n",
       " [1,\n",
       "  51,\n",
       "  207,\n",
       "  124,\n",
       "  345,\n",
       "  3,\n",
       "  6,\n",
       "  8,\n",
       "  2,\n",
       "  8,\n",
       "  107,\n",
       "  7,\n",
       "  622,\n",
       "  4,\n",
       "  105,\n",
       "  67,\n",
       "  278,\n",
       "  1,\n",
       "  11,\n",
       "  408],\n",
       " [1, 137, 98, 12, 214, 15, 1, 75, 164],\n",
       " [1, 91, 109, 3, 86, 63, 260, 33, 2, 2, 28, 20, 63, 572, 17, 85, 16, 14],\n",
       " [1, 203, 107, 293, 12, 4, 23, 90],\n",
       " [8, 67, 235, 871, 9, 80, 23, 186, 21, 115, 76],\n",
       " [138,\n",
       "  965,\n",
       "  38,\n",
       "  333,\n",
       "  162,\n",
       "  395,\n",
       "  24,\n",
       "  3,\n",
       "  47,\n",
       "  766,\n",
       "  3,\n",
       "  6,\n",
       "  239,\n",
       "  1,\n",
       "  475,\n",
       "  15,\n",
       "  4,\n",
       "  675,\n",
       "  161,\n",
       "  14,\n",
       "  75,\n",
       "  3,\n",
       "  392,\n",
       "  35,\n",
       "  743,\n",
       "  31,\n",
       "  65,\n",
       "  264],\n",
       " [1021, 37, 1003, 75, 20, 10, 4, 255],\n",
       " [1, 159, 3, 44, 180, 12, 21, 60],\n",
       " [4, 151, 109, 7, 3, 52, 128, 24, 815, 20, 19, 2, 267, 31, 994, 33],\n",
       " [452, 314],\n",
       " [33, 14, 1022, 3, 7, 79],\n",
       " [4, 337, 135, 11, 1013, 369],\n",
       " [1, 17, 25, 582, 178, 49, 48, 447, 2, 17, 101, 1018, 3, 5, 340],\n",
       " [170, 3, 233, 35, 12, 7],\n",
       " [4, 166, 138, 400, 7, 163, 6, 459, 9, 182, 46, 177, 114, 615, 825],\n",
       " [1, 11, 232],\n",
       " [4, 102, 27, 97, 7, 13, 214],\n",
       " [100, 8, 547, 7, 83, 6],\n",
       " [22,\n",
       "  12,\n",
       "  5,\n",
       "  87,\n",
       "  33,\n",
       "  532,\n",
       "  2,\n",
       "  36,\n",
       "  82,\n",
       "  651,\n",
       "  28,\n",
       "  22,\n",
       "  14,\n",
       "  75,\n",
       "  3,\n",
       "  5,\n",
       "  1016,\n",
       "  12,\n",
       "  18,\n",
       "  209],\n",
       " [271, 25, 252, 18, 270, 136, 165, 49, 197, 455, 471],\n",
       " [1, 88, 29, 21, 157, 48, 35, 10, 4, 211],\n",
       " [1,\n",
       "  216,\n",
       "  10,\n",
       "  12,\n",
       "  5,\n",
       "  126,\n",
       "  1,\n",
       "  175,\n",
       "  990,\n",
       "  3,\n",
       "  47,\n",
       "  185,\n",
       "  49,\n",
       "  4,\n",
       "  72,\n",
       "  33,\n",
       "  1,\n",
       "  34,\n",
       "  644,\n",
       "  192,\n",
       "  12,\n",
       "  4,\n",
       "  102,\n",
       "  79,\n",
       "  100,\n",
       "  386,\n",
       "  3,\n",
       "  5,\n",
       "  9,\n",
       "  111,\n",
       "  2,\n",
       "  525],\n",
       " [4, 72, 14, 298, 253, 16, 604, 2, 1, 5, 181, 9, 86, 15, 142],\n",
       " [5, 1007, 621, 28, 73, 112, 3, 204, 46, 104, 144, 6, 96, 186, 16],\n",
       " [24, 6, 315, 49, 31, 896, 2, 49, 58, 80, 350, 3, 52, 21, 403, 511, 74],\n",
       " [394, 104, 5, 340, 46, 177, 14, 345, 3, 98, 18, 413, 18, 23, 987],\n",
       " [24, 8, 288, 144, 7, 317],\n",
       " [20,\n",
       "  155,\n",
       "  1,\n",
       "  1022,\n",
       "  35,\n",
       "  6,\n",
       "  237,\n",
       "  8,\n",
       "  20,\n",
       "  7,\n",
       "  12,\n",
       "  2,\n",
       "  106,\n",
       "  19,\n",
       "  15,\n",
       "  41,\n",
       "  1,\n",
       "  156,\n",
       "  18,\n",
       "  8,\n",
       "  194,\n",
       "  269,\n",
       "  8,\n",
       "  69,\n",
       "  7,\n",
       "  46,\n",
       "  5],\n",
       " [360, 284, 9, 658],\n",
       " [4, 981, 161, 416, 575, 7, 13, 407, 42, 4, 108],\n",
       " [4, 264, 2, 1, 17, 25, 217, 136, 146, 32, 2, 17, 62, 5, 1002],\n",
       " [16, 25, 37, 5, 213, 9, 141, 570, 9, 33],\n",
       " [43, 48, 310],\n",
       " [8, 510, 7, 10, 211, 39, 1, 11, 498, 714, 32, 176, 2, 8, 11, 800, 960],\n",
       " [4, 264, 14, 80, 99, 79, 105, 750],\n",
       " [1, 17, 5, 973, 213, 176, 620],\n",
       " [1, 11, 13, 6, 165, 2, 6, 248, 147, 127, 22, 448, 10, 3]]"
      ]
     },
     "execution_count": 263,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sequences_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 264,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[4, 1460, 84, 11, 4, 2, 8, 514, 185, 10],\n",
       " [4, 72, 2, 958, 82, 511, 3, 98, 7, 47, 4, 374, 2, 6, 296, 2, 144],\n",
       " [371,\n",
       "  43,\n",
       "  69,\n",
       "  83,\n",
       "  38,\n",
       "  658,\n",
       "  2,\n",
       "  16,\n",
       "  437,\n",
       "  3,\n",
       "  240,\n",
       "  8,\n",
       "  1715,\n",
       "  5,\n",
       "  2,\n",
       "  547,\n",
       "  16,\n",
       "  42,\n",
       "  7,\n",
       "  2,\n",
       "  100,\n",
       "  5,\n",
       "  212,\n",
       "  318,\n",
       "  256,\n",
       "  8,\n",
       "  510,\n",
       "  6,\n",
       "  526,\n",
       "  318,\n",
       "  43,\n",
       "  156,\n",
       "  560],\n",
       " [1, 17, 38, 23, 419, 161, 10, 31, 1874, 2, 5, 675, 81, 10, 18, 1460],\n",
       " [43, 138, 560, 100, 8, 232, 7, 2, 1, 405, 13, 177],\n",
       " [53, 900, 40, 8, 11, 4, 404, 167],\n",
       " [1362, 67, 31, 728, 20, 7, 24, 27, 25, 120, 23, 13, 6, 189, 174, 32, 59],\n",
       " [1,\n",
       "  11,\n",
       "  483,\n",
       "  41,\n",
       "  224,\n",
       "  27,\n",
       "  28,\n",
       "  200,\n",
       "  1863,\n",
       "  12,\n",
       "  33,\n",
       "  49,\n",
       "  5,\n",
       "  1162,\n",
       "  870,\n",
       "  15,\n",
       "  36,\n",
       "  88,\n",
       "  29,\n",
       "  47,\n",
       "  10,\n",
       "  1863,\n",
       "  13,\n",
       "  273,\n",
       "  148,\n",
       "  122,\n",
       "  134,\n",
       "  29,\n",
       "  1,\n",
       "  205,\n",
       "  69,\n",
       "  79,\n",
       "  4,\n",
       "  401,\n",
       "  1,\n",
       "  221,\n",
       "  68,\n",
       "  66,\n",
       "  77,\n",
       "  1572,\n",
       "  11,\n",
       "  24,\n",
       "  1,\n",
       "  11,\n",
       "  2,\n",
       "  157,\n",
       "  110,\n",
       "  148,\n",
       "  11,\n",
       "  35,\n",
       "  2,\n",
       "  36,\n",
       "  106,\n",
       "  7,\n",
       "  3,\n",
       "  267,\n",
       "  4,\n",
       "  2,\n",
       "  178,\n",
       "  2,\n",
       "  36,\n",
       "  505,\n",
       "  20,\n",
       "  42,\n",
       "  16,\n",
       "  2,\n",
       "  41,\n",
       "  230,\n",
       "  554,\n",
       "  221,\n",
       "  279,\n",
       "  13,\n",
       "  143,\n",
       "  13,\n",
       "  1917,\n",
       "  36,\n",
       "  762,\n",
       "  50,\n",
       "  17,\n",
       "  446,\n",
       "  7,\n",
       "  2,\n",
       "  134,\n",
       "  16,\n",
       "  2,\n",
       "  7,\n",
       "  425,\n",
       "  570,\n",
       "  12,\n",
       "  60,\n",
       "  9,\n",
       "  4,\n",
       "  142,\n",
       "  2,\n",
       "  1,\n",
       "  91,\n",
       "  109,\n",
       "  3,\n",
       "  199,\n",
       "  24,\n",
       "  1,\n",
       "  762,\n",
       "  50,\n",
       "  17,\n",
       "  95,\n",
       "  41,\n",
       "  1,\n",
       "  221,\n",
       "  144,\n",
       "  2,\n",
       "  112,\n",
       "  996],\n",
       " [4, 990, 167, 14, 10, 5, 301, 23, 245],\n",
       " [35, 2, 400, 7, 650, 22, 11, 415, 42, 7],\n",
       " [39,\n",
       "  43,\n",
       "  448,\n",
       "  42,\n",
       "  13,\n",
       "  5,\n",
       "  147,\n",
       "  127,\n",
       "  22,\n",
       "  50,\n",
       "  37,\n",
       "  7,\n",
       "  12,\n",
       "  4,\n",
       "  65,\n",
       "  2,\n",
       "  36,\n",
       "  50,\n",
       "  188,\n",
       "  1164,\n",
       "  35,\n",
       "  20,\n",
       "  7],\n",
       " [43,\n",
       "  34,\n",
       "  85,\n",
       "  1,\n",
       "  202,\n",
       "  56,\n",
       "  2,\n",
       "  435,\n",
       "  9,\n",
       "  191,\n",
       "  469,\n",
       "  29,\n",
       "  21,\n",
       "  157,\n",
       "  44,\n",
       "  6,\n",
       "  1287,\n",
       "  45,\n",
       "  9,\n",
       "  123,\n",
       "  330],\n",
       " [59, 22, 27, 5, 15, 10, 18, 2, 18, 82, 727, 970],\n",
       " [1, 204, 364, 21, 633, 22, 324, 58],\n",
       " [8,\n",
       "  1668,\n",
       "  13,\n",
       "  772,\n",
       "  127,\n",
       "  42,\n",
       "  5,\n",
       "  55,\n",
       "  131,\n",
       "  3,\n",
       "  145,\n",
       "  74,\n",
       "  2,\n",
       "  627,\n",
       "  6,\n",
       "  1653,\n",
       "  9,\n",
       "  6,\n",
       "  105,\n",
       "  29,\n",
       "  262],\n",
       " [318, 1, 747, 15, 8, 11, 23, 195, 244, 174],\n",
       " [162, 395],\n",
       " [8, 14, 29, 5, 5, 444, 126, 2, 53, 30, 5, 28, 1, 30, 378, 19],\n",
       " [177, 263, 114, 745],\n",
       " [136, 6, 32, 8, 50, 26, 3, 18],\n",
       " [101, 180],\n",
       " [16, 14, 130, 225],\n",
       " [1,\n",
       "  405,\n",
       "  47,\n",
       "  19,\n",
       "  178,\n",
       "  4,\n",
       "  489,\n",
       "  2,\n",
       "  59,\n",
       "  16,\n",
       "  642,\n",
       "  29,\n",
       "  5,\n",
       "  24,\n",
       "  8,\n",
       "  69,\n",
       "  77,\n",
       "  8,\n",
       "  170,\n",
       "  1,\n",
       "  6,\n",
       "  499,\n",
       "  2,\n",
       "  289,\n",
       "  19,\n",
       "  112],\n",
       " [928, 21, 126],\n",
       " [1, 58, 104, 269, 21, 14, 33, 46, 41, 1, 16, 26, 9],\n",
       " [100, 4, 946, 4, 482, 238, 123, 698, 499, 28, 8, 1674, 47, 10],\n",
       " [24, 60, 757, 60, 9, 123, 180, 11, 1216, 42, 7, 37, 58, 331, 6, 1805, 79],\n",
       " [1370, 11, 184, 386, 3, 464, 2, 31, 270, 632, 667, 11],\n",
       " [4,\n",
       "  102,\n",
       "  27,\n",
       "  25,\n",
       "  23,\n",
       "  195,\n",
       "  7,\n",
       "  4,\n",
       "  835,\n",
       "  113,\n",
       "  2,\n",
       "  4,\n",
       "  108,\n",
       "  54,\n",
       "  1,\n",
       "  117,\n",
       "  895,\n",
       "  20,\n",
       "  40,\n",
       "  1,\n",
       "  51,\n",
       "  12,\n",
       "  561,\n",
       "  390,\n",
       "  458,\n",
       "  602,\n",
       "  386,\n",
       "  3,\n",
       "  105,\n",
       "  1899,\n",
       "  2,\n",
       "  95,\n",
       "  1410,\n",
       "  49,\n",
       "  80,\n",
       "  99,\n",
       "  2,\n",
       "  742,\n",
       "  79,\n",
       "  4,\n",
       "  166,\n",
       "  63,\n",
       "  5,\n",
       "  1059,\n",
       "  2,\n",
       "  22,\n",
       "  27,\n",
       "  48,\n",
       "  9,\n",
       "  21,\n",
       "  2,\n",
       "  2,\n",
       "  4,\n",
       "  166,\n",
       "  54,\n",
       "  538,\n",
       "  98],\n",
       " [1, 11, 408, 42, 6, 55, 2, 22, 50, 7, 13, 5, 181],\n",
       " [1768,\n",
       "  2,\n",
       "  4,\n",
       "  390,\n",
       "  710,\n",
       "  14,\n",
       "  5,\n",
       "  241,\n",
       "  48,\n",
       "  136,\n",
       "  6,\n",
       "  307,\n",
       "  28,\n",
       "  948,\n",
       "  41,\n",
       "  21,\n",
       "  761,\n",
       "  631,\n",
       "  773,\n",
       "  4,\n",
       "  518,\n",
       "  1921,\n",
       "  7,\n",
       "  790,\n",
       "  2,\n",
       "  16,\n",
       "  25,\n",
       "  215,\n",
       "  1215,\n",
       "  168],\n",
       " [141, 20, 390, 1280],\n",
       " [101,\n",
       "  1600,\n",
       "  77,\n",
       "  173,\n",
       "  249,\n",
       "  302,\n",
       "  418,\n",
       "  97,\n",
       "  7,\n",
       "  83,\n",
       "  281,\n",
       "  869,\n",
       "  2,\n",
       "  100,\n",
       "  1,\n",
       "  34,\n",
       "  3,\n",
       "  1020,\n",
       "  178,\n",
       "  2,\n",
       "  347,\n",
       "  3,\n",
       "  327,\n",
       "  409,\n",
       "  3,\n",
       "  516,\n",
       "  92,\n",
       "  184],\n",
       " [5, 367, 127, 71, 4, 1370, 902, 58, 1701],\n",
       " [100,\n",
       "  1,\n",
       "  777,\n",
       "  35,\n",
       "  3,\n",
       "  19,\n",
       "  1998,\n",
       "  7,\n",
       "  146,\n",
       "  215,\n",
       "  223,\n",
       "  57,\n",
       "  15,\n",
       "  2,\n",
       "  16,\n",
       "  470,\n",
       "  7,\n",
       "  88,\n",
       "  28],\n",
       " [2, 101, 1600, 70, 229, 16, 14, 1, 73, 433, 1975, 4, 277, 54, 514],\n",
       " [1, 66, 15, 21, 776, 194, 773, 1415],\n",
       " [641,\n",
       "  53,\n",
       "  93,\n",
       "  28,\n",
       "  200,\n",
       "  79,\n",
       "  19,\n",
       "  1,\n",
       "  52,\n",
       "  10,\n",
       "  657,\n",
       "  445,\n",
       "  19,\n",
       "  2,\n",
       "  1,\n",
       "  52,\n",
       "  587,\n",
       "  4,\n",
       "  14,\n",
       "  1516,\n",
       "  79,\n",
       "  4,\n",
       "  121,\n",
       "  2,\n",
       "  1,\n",
       "  66,\n",
       "  89,\n",
       "  82,\n",
       "  301,\n",
       "  86,\n",
       "  4,\n",
       "  121,\n",
       "  91,\n",
       "  66,\n",
       "  37,\n",
       "  7],\n",
       " [452, 373],\n",
       " [1,\n",
       "  91,\n",
       "  66,\n",
       "  41,\n",
       "  21,\n",
       "  14,\n",
       "  148,\n",
       "  1457,\n",
       "  2,\n",
       "  441,\n",
       "  10,\n",
       "  1005,\n",
       "  24,\n",
       "  1,\n",
       "  88,\n",
       "  29,\n",
       "  4,\n",
       "  730,\n",
       "  27,\n",
       "  25,\n",
       "  480,\n",
       "  185],\n",
       " [304, 203, 10, 5, 162, 45, 2, 4, 637, 14, 80, 99, 79, 18, 161, 119],\n",
       " [8, 11, 690, 20, 6, 657, 15, 1, 1390, 498, 127, 3],\n",
       " [16,\n",
       "  470,\n",
       "  7,\n",
       "  333,\n",
       "  2,\n",
       "  387,\n",
       "  24,\n",
       "  1,\n",
       "  67,\n",
       "  106,\n",
       "  19,\n",
       "  58,\n",
       "  3,\n",
       "  7,\n",
       "  10,\n",
       "  4,\n",
       "  573,\n",
       "  28,\n",
       "  1,\n",
       "  911,\n",
       "  9,\n",
       "  436,\n",
       "  6,\n",
       "  13,\n",
       "  15,\n",
       "  60],\n",
       " [8,\n",
       "  85,\n",
       "  8,\n",
       "  469,\n",
       "  187,\n",
       "  37,\n",
       "  214,\n",
       "  8,\n",
       "  134,\n",
       "  2,\n",
       "  218,\n",
       "  13,\n",
       "  563,\n",
       "  2,\n",
       "  1849,\n",
       "  28,\n",
       "  1,\n",
       "  2,\n",
       "  4,\n",
       "  157,\n",
       "  363,\n",
       "  10,\n",
       "  6,\n",
       "  379,\n",
       "  2,\n",
       "  58,\n",
       "  44,\n",
       "  1860,\n",
       "  13,\n",
       "  5,\n",
       "  318],\n",
       " [43, 175, 5, 237, 12, 4, 180, 15, 524, 346, 2, 1112, 79, 18, 419, 81],\n",
       " [73,\n",
       "  224,\n",
       "  358,\n",
       "  141,\n",
       "  208,\n",
       "  20,\n",
       "  70,\n",
       "  3,\n",
       "  47,\n",
       "  136,\n",
       "  5,\n",
       "  23,\n",
       "  65,\n",
       "  90,\n",
       "  43,\n",
       "  11,\n",
       "  217,\n",
       "  13,\n",
       "  276,\n",
       "  32,\n",
       "  2,\n",
       "  700,\n",
       "  43,\n",
       "  34,\n",
       "  38,\n",
       "  527,\n",
       "  45,\n",
       "  1,\n",
       "  50,\n",
       "  199,\n",
       "  20,\n",
       "  1795,\n",
       "  8,\n",
       "  50,\n",
       "  47,\n",
       "  179,\n",
       "  12,\n",
       "  7,\n",
       "  163,\n",
       "  236,\n",
       "  5,\n",
       "  76,\n",
       "  2,\n",
       "  8,\n",
       "  751,\n",
       "  7],\n",
       " [43,\n",
       "  378,\n",
       "  144,\n",
       "  6,\n",
       "  96,\n",
       "  653,\n",
       "  43,\n",
       "  17,\n",
       "  101,\n",
       "  218,\n",
       "  2,\n",
       "  4,\n",
       "  166,\n",
       "  14,\n",
       "  95,\n",
       "  8,\n",
       "  1997,\n",
       "  339,\n",
       "  9,\n",
       "  4,\n",
       "  72,\n",
       "  4,\n",
       "  108,\n",
       "  600,\n",
       "  100,\n",
       "  1880,\n",
       "  49,\n",
       "  653,\n",
       "  18],\n",
       " [1, 129, 66, 77, 3, 52],\n",
       " [1, 193, 272, 21, 196, 149, 67, 289, 7, 144],\n",
       " [427, 428, 429, 430, 273, 180, 2, 105, 37, 6],\n",
       " [921, 32, 71, 1, 11, 462, 2, 463, 79, 5, 9],\n",
       " [154, 38, 23],\n",
       " [465, 33, 1, 125, 4, 23, 65, 205, 103, 32, 71],\n",
       " [1,\n",
       "  95,\n",
       "  497,\n",
       "  26,\n",
       "  8,\n",
       "  131,\n",
       "  995,\n",
       "  400,\n",
       "  18,\n",
       "  35,\n",
       "  40,\n",
       "  18,\n",
       "  108,\n",
       "  297,\n",
       "  3,\n",
       "  279,\n",
       "  6,\n",
       "  851,\n",
       "  1352,\n",
       "  78,\n",
       "  71,\n",
       "  2,\n",
       "  436,\n",
       "  509,\n",
       "  9,\n",
       "  6,\n",
       "  2],\n",
       " [63, 1, 285, 35, 1, 713, 22, 14, 38, 120, 23, 118, 3, 435, 7, 2, 4, 166],\n",
       " [4, 161, 54, 14, 205, 583, 107, 330, 42, 292],\n",
       " [173,\n",
       "  97,\n",
       "  1142,\n",
       "  37,\n",
       "  6,\n",
       "  33,\n",
       "  3,\n",
       "  39,\n",
       "  1,\n",
       "  11,\n",
       "  306,\n",
       "  40,\n",
       "  97,\n",
       "  199,\n",
       "  1952,\n",
       "  228,\n",
       "  7,\n",
       "  10,\n",
       "  5,\n",
       "  262,\n",
       "  339,\n",
       "  292,\n",
       "  2,\n",
       "  564,\n",
       "  47,\n",
       "  742,\n",
       "  2,\n",
       "  33,\n",
       "  298],\n",
       " [24,\n",
       "  8,\n",
       "  106,\n",
       "  7,\n",
       "  15,\n",
       "  8,\n",
       "  27,\n",
       "  5,\n",
       "  1117,\n",
       "  12,\n",
       "  607,\n",
       "  9,\n",
       "  2,\n",
       "  83,\n",
       "  5,\n",
       "  301,\n",
       "  118,\n",
       "  39,\n",
       "  8,\n",
       "  534],\n",
       " [1, 17, 774, 12, 4, 121, 386, 3, 1405, 13, 5, 213, 59],\n",
       " [650, 4, 166, 524, 7, 3, 15, 239, 8, 1472, 16, 2, 1034, 154, 861],\n",
       " [123,\n",
       "  45,\n",
       "  27,\n",
       "  895,\n",
       "  68,\n",
       "  954,\n",
       "  10,\n",
       "  6,\n",
       "  189,\n",
       "  146,\n",
       "  32,\n",
       "  39,\n",
       "  22,\n",
       "  418,\n",
       "  6,\n",
       "  169,\n",
       "  54,\n",
       "  156,\n",
       "  453,\n",
       "  7,\n",
       "  222],\n",
       " [1, 11, 228, 83, 6, 386, 3, 6, 33, 15, 11, 79, 119],\n",
       " [2, 1, 117, 249, 3, 279, 4, 518, 28, 299, 223, 371, 2, 22, 30, 403, 6, 279],\n",
       " [314, 273, 7, 302, 58, 4, 776, 194, 16, 433, 557],\n",
       " [4,\n",
       "  599,\n",
       "  14,\n",
       "  203,\n",
       "  10,\n",
       "  1008,\n",
       "  186,\n",
       "  1,\n",
       "  47,\n",
       "  19,\n",
       "  74,\n",
       "  386,\n",
       "  3,\n",
       "  6,\n",
       "  65,\n",
       "  87,\n",
       "  111,\n",
       "  238,\n",
       "  7],\n",
       " [1, 91, 17, 1585, 46, 380, 381, 13, 984],\n",
       " [1,\n",
       "  129,\n",
       "  66,\n",
       "  206,\n",
       "  22,\n",
       "  7,\n",
       "  28,\n",
       "  200,\n",
       "  206,\n",
       "  134,\n",
       "  1,\n",
       "  1503,\n",
       "  16,\n",
       "  1,\n",
       "  948,\n",
       "  41,\n",
       "  21,\n",
       "  761,\n",
       "  631,\n",
       "  773,\n",
       "  1,\n",
       "  68,\n",
       "  1070],\n",
       " [70,\n",
       "  134,\n",
       "  198,\n",
       "  361,\n",
       "  121,\n",
       "  1267,\n",
       "  3,\n",
       "  754,\n",
       "  37,\n",
       "  77,\n",
       "  56,\n",
       "  34,\n",
       "  25,\n",
       "  164,\n",
       "  1,\n",
       "  591,\n",
       "  143,\n",
       "  3,\n",
       "  44,\n",
       "  215,\n",
       "  1268,\n",
       "  195,\n",
       "  7],\n",
       " [14,\n",
       "  16,\n",
       "  13,\n",
       "  7,\n",
       "  63,\n",
       "  5,\n",
       "  950,\n",
       "  76,\n",
       "  176,\n",
       "  3,\n",
       "  98,\n",
       "  12,\n",
       "  2,\n",
       "  311,\n",
       "  1737,\n",
       "  1,\n",
       "  117,\n",
       "  25,\n",
       "  1343,\n",
       "  4,\n",
       "  835,\n",
       "  113,\n",
       "  83,\n",
       "  272,\n",
       "  21,\n",
       "  14,\n",
       "  28,\n",
       "  936,\n",
       "  2,\n",
       "  6,\n",
       "  9,\n",
       "  33,\n",
       "  240,\n",
       "  230,\n",
       "  121,\n",
       "  28,\n",
       "  200,\n",
       "  298,\n",
       "  15,\n",
       "  1,\n",
       "  226,\n",
       "  5,\n",
       "  1675,\n",
       "  1851,\n",
       "  2,\n",
       "  4,\n",
       "  121,\n",
       "  346,\n",
       "  110,\n",
       "  7,\n",
       "  3,\n",
       "  312,\n",
       "  26,\n",
       "  1728,\n",
       "  1,\n",
       "  3,\n",
       "  6,\n",
       "  33,\n",
       "  268,\n",
       "  25,\n",
       "  61,\n",
       "  1,\n",
       "  11,\n",
       "  163,\n",
       "  354,\n",
       "  39,\n",
       "  1,\n",
       "  297,\n",
       "  4,\n",
       "  166,\n",
       "  12,\n",
       "  5,\n",
       "  885,\n",
       "  41,\n",
       "  8,\n",
       "  132,\n",
       "  46,\n",
       "  62,\n",
       "  7],\n",
       " [133, 55, 172],\n",
       " [1, 134, 392, 35, 75, 3, 6, 389],\n",
       " [22,\n",
       "  436,\n",
       "  20,\n",
       "  5,\n",
       "  1098,\n",
       "  539,\n",
       "  1099,\n",
       "  1100,\n",
       "  1101,\n",
       "  3,\n",
       "  193,\n",
       "  6,\n",
       "  96,\n",
       "  40,\n",
       "  22,\n",
       "  278,\n",
       "  8,\n",
       "  297,\n",
       "  18,\n",
       "  3,\n",
       "  193,\n",
       "  6,\n",
       "  96,\n",
       "  79,\n",
       "  188,\n",
       "  141,\n",
       "  723,\n",
       "  1102,\n",
       "  2,\n",
       "  6,\n",
       "  33,\n",
       "  50,\n",
       "  47,\n",
       "  200,\n",
       "  298,\n",
       "  41,\n",
       "  22,\n",
       "  221],\n",
       " [4, 84, 27, 25, 5, 179, 13, 177, 26, 9, 6, 266, 32, 1636, 25, 231],\n",
       " [43,\n",
       "  1773,\n",
       "  143,\n",
       "  24,\n",
       "  36,\n",
       "  648,\n",
       "  191,\n",
       "  346,\n",
       "  854,\n",
       "  653,\n",
       "  43,\n",
       "  91,\n",
       "  1774,\n",
       "  10,\n",
       "  6,\n",
       "  1775,\n",
       "  653,\n",
       "  4,\n",
       "  1776,\n",
       "  67,\n",
       "  1777,\n",
       "  6,\n",
       "  1778,\n",
       "  628],\n",
       " [1965, 4, 90, 65, 1057, 5, 635, 20, 4, 800, 76, 176, 599],\n",
       " [1, 30, 569, 3, 47, 16, 26],\n",
       " [8, 776, 104, 7, 3, 17, 1572, 12, 19, 24, 1, 91, 109, 19, 3, 62, 7],\n",
       " [8, 504, 249, 3, 190, 7],\n",
       " [802],\n",
       " [1, 504, 313, 1, 11, 610, 13, 236],\n",
       " [1, 67, 62, 19],\n",
       " [84, 69, 257, 60, 197, 2, 232, 2, 510, 7],\n",
       " [369, 38, 1386, 11, 35, 79, 20, 4, 1418, 316, 238, 4, 65, 90, 1417],\n",
       " [4,\n",
       "  179,\n",
       "  84,\n",
       "  2,\n",
       "  1,\n",
       "  17,\n",
       "  2,\n",
       "  43,\n",
       "  398,\n",
       "  200,\n",
       "  131,\n",
       "  116,\n",
       "  10,\n",
       "  6,\n",
       "  360,\n",
       "  96,\n",
       "  42,\n",
       "  21,\n",
       "  239],\n",
       " [294, 1, 504, 91, 66, 41, 406, 274, 44, 488],\n",
       " [948, 41, 86, 29, 21, 82, 488, 1215],\n",
       " [1,\n",
       "  91,\n",
       "  104,\n",
       "  339,\n",
       "  41,\n",
       "  1,\n",
       "  17,\n",
       "  3,\n",
       "  3,\n",
       "  44,\n",
       "  10,\n",
       "  5,\n",
       "  838,\n",
       "  63,\n",
       "  162,\n",
       "  63,\n",
       "  302,\n",
       "  68,\n",
       "  1,\n",
       "  17,\n",
       "  101,\n",
       "  449,\n",
       "  150,\n",
       "  59,\n",
       "  1846],\n",
       " [1, 17, 94, 9, 6, 33, 15, 1, 17, 25, 366, 12, 10, 21, 1517, 395, 1188, 1189],\n",
       " [1, 529, 12, 19, 10, 460, 1462, 13, 32, 240, 8, 505, 7, 343, 2, 7, 49, 325],\n",
       " [1, 17, 25, 10, 772, 23, 1005, 10, 4, 113],\n",
       " [6,\n",
       "  323,\n",
       "  1,\n",
       "  66,\n",
       "  49,\n",
       "  803,\n",
       "  595,\n",
       "  2,\n",
       "  22,\n",
       "  14,\n",
       "  203,\n",
       "  58,\n",
       "  652,\n",
       "  18,\n",
       "  813,\n",
       "  63,\n",
       "  22,\n",
       "  274,\n",
       "  44],\n",
       " [65, 64, 2, 1, 45, 399, 10],\n",
       " [43,\n",
       "  378,\n",
       "  144,\n",
       "  6,\n",
       "  96,\n",
       "  653,\n",
       "  43,\n",
       "  17,\n",
       "  101,\n",
       "  218,\n",
       "  2,\n",
       "  4,\n",
       "  166,\n",
       "  14,\n",
       "  95,\n",
       "  8,\n",
       "  1997,\n",
       "  339,\n",
       "  9,\n",
       "  4,\n",
       "  72,\n",
       "  4,\n",
       "  108,\n",
       "  600,\n",
       "  100,\n",
       "  1880,\n",
       "  49,\n",
       "  653,\n",
       "  18],\n",
       " [115, 1730],\n",
       " [15, 704, 1495, 7, 49, 4, 49, 6, 76, 9, 179, 33, 56, 228, 7, 164],\n",
       " [1, 313, 247, 10, 12, 90, 50, 44, 124, 24, 16, 25, 28, 28, 187],\n",
       " [1, 109, 3, 363, 978, 13, 4, 340, 76, 176, 15, 43, 385],\n",
       " [1, 66, 414, 6],\n",
       " [24, 22, 403, 75, 74, 3, 4, 2, 53, 42, 4, 392, 12, 18],\n",
       " [1,\n",
       "  391,\n",
       "  21,\n",
       "  242,\n",
       "  37,\n",
       "  70,\n",
       "  11,\n",
       "  1215,\n",
       "  5,\n",
       "  3,\n",
       "  260,\n",
       "  33,\n",
       "  1410,\n",
       "  2,\n",
       "  53,\n",
       "  30,\n",
       "  59,\n",
       "  511,\n",
       "  3,\n",
       "  6,\n",
       "  15,\n",
       "  1,\n",
       "  504,\n",
       "  134,\n",
       "  1923,\n",
       "  49,\n",
       "  94,\n",
       "  260,\n",
       "  111,\n",
       "  49,\n",
       "  4,\n",
       "  65,\n",
       "  2,\n",
       "  15,\n",
       "  1158,\n",
       "  44,\n",
       "  206,\n",
       "  53,\n",
       "  333,\n",
       "  260,\n",
       "  12,\n",
       "  4,\n",
       "  59,\n",
       "  90],\n",
       " [173, 25, 226, 5, 1820, 79, 31, 161],\n",
       " [6, 82, 150, 79, 4, 204, 2, 53, 594, 15, 8, 149, 79, 2, 833, 3, 243, 7, 89],\n",
       " [1, 17, 25, 99, 119, 79, 4, 84, 13, 32],\n",
       " [827, 173, 438, 13, 4, 1683, 113],\n",
       " [1, 470, 16, 164, 1370, 2, 1967, 6, 135, 13, 5, 76],\n",
       " [4, 1156, 81, 188, 27, 5, 181, 9, 390, 458, 613, 2, 344, 602],\n",
       " [8,\n",
       "  100,\n",
       "  935,\n",
       "  42,\n",
       "  7,\n",
       "  2,\n",
       "  85,\n",
       "  1213,\n",
       "  82,\n",
       "  56,\n",
       "  75,\n",
       "  3,\n",
       "  62,\n",
       "  7,\n",
       "  8,\n",
       "  159,\n",
       "  3,\n",
       "  897,\n",
       "  86,\n",
       "  2,\n",
       "  236,\n",
       "  370,\n",
       "  5,\n",
       "  39,\n",
       "  900],\n",
       " [1, 249, 92, 49, 31, 105, 2, 158, 8, 69, 415, 8, 85, 6, 45, 11, 40, 9, 16],\n",
       " [36,\n",
       "  199,\n",
       "  302,\n",
       "  7,\n",
       "  15,\n",
       "  143,\n",
       "  2,\n",
       "  1069,\n",
       "  1,\n",
       "  15,\n",
       "  142,\n",
       "  24,\n",
       "  131,\n",
       "  57,\n",
       "  1,\n",
       "  17,\n",
       "  25,\n",
       "  3,\n",
       "  33,\n",
       "  92],\n",
       " [1, 413, 49, 4, 23, 737, 115, 76],\n",
       " [173, 470, 6, 1956, 9, 331, 430, 37, 70, 271, 6, 64, 2, 169],\n",
       " [1, 69, 234, 39, 8, 2, 106, 7, 15, 8, 134],\n",
       " [963],\n",
       " [16, 436, 7, 103, 835, 32, 3, 207, 44, 345, 3, 521, 4, 33],\n",
       " [1,\n",
       "  11,\n",
       "  62,\n",
       "  481,\n",
       "  55,\n",
       "  364,\n",
       "  123,\n",
       "  76,\n",
       "  217,\n",
       "  2,\n",
       "  104,\n",
       "  215,\n",
       "  1667,\n",
       "  22,\n",
       "  50,\n",
       "  1135,\n",
       "  643,\n",
       "  41,\n",
       "  1,\n",
       "  125,\n",
       "  2,\n",
       "  22,\n",
       "  104,\n",
       "  34,\n",
       "  5,\n",
       "  1046,\n",
       "  363,\n",
       "  10,\n",
       "  6,\n",
       "  1546],\n",
       " [4,\n",
       "  81,\n",
       "  85,\n",
       "  271,\n",
       "  517,\n",
       "  258,\n",
       "  1,\n",
       "  11,\n",
       "  42,\n",
       "  490,\n",
       "  8,\n",
       "  1764,\n",
       "  275,\n",
       "  79,\n",
       "  1765,\n",
       "  94,\n",
       "  1766,\n",
       "  1767,\n",
       "  29,\n",
       "  94,\n",
       "  126,\n",
       "  106,\n",
       "  15,\n",
       "  21,\n",
       "  96,\n",
       "  11,\n",
       "  13,\n",
       "  976,\n",
       "  609,\n",
       "  2,\n",
       "  275,\n",
       "  185,\n",
       "  1768,\n",
       "  6,\n",
       "  577,\n",
       "  8,\n",
       "  152,\n",
       "  4,\n",
       "  121,\n",
       "  656,\n",
       "  15,\n",
       "  349,\n",
       "  17,\n",
       "  94,\n",
       "  1769],\n",
       " [22, 27, 34, 1407, 20, 178, 158, 12, 18, 54, 330, 20, 6, 360, 931],\n",
       " [1,\n",
       "  109,\n",
       "  3,\n",
       "  144,\n",
       "  2,\n",
       "  267,\n",
       "  4,\n",
       "  599,\n",
       "  12,\n",
       "  7,\n",
       "  3,\n",
       "  31,\n",
       "  1328,\n",
       "  975,\n",
       "  203,\n",
       "  1,\n",
       "  17,\n",
       "  101,\n",
       "  3,\n",
       "  52,\n",
       "  28,\n",
       "  63,\n",
       "  1,\n",
       "  51,\n",
       "  58,\n",
       "  20,\n",
       "  6,\n",
       "  1401],\n",
       " [4, 167, 2, 1, 82, 20, 5, 150, 59, 2, 380],\n",
       " [1,\n",
       "  11,\n",
       "  313,\n",
       "  6,\n",
       "  24,\n",
       "  15,\n",
       "  1158,\n",
       "  267,\n",
       "  5,\n",
       "  318,\n",
       "  2,\n",
       "  1,\n",
       "  221,\n",
       "  66,\n",
       "  41,\n",
       "  224,\n",
       "  34,\n",
       "  141,\n",
       "  54,\n",
       "  2,\n",
       "  240,\n",
       "  1,\n",
       "  73,\n",
       "  46,\n",
       "  73,\n",
       "  347,\n",
       "  3,\n",
       "  521,\n",
       "  16,\n",
       "  63,\n",
       "  1,\n",
       "  137,\n",
       "  6],\n",
       " [24, 1, 17, 5, 229, 55, 15],\n",
       " [4,\n",
       "  264,\n",
       "  54,\n",
       "  1800,\n",
       "  80,\n",
       "  1801,\n",
       "  132,\n",
       "  3,\n",
       "  734,\n",
       "  79,\n",
       "  18,\n",
       "  65,\n",
       "  84,\n",
       "  11,\n",
       "  343,\n",
       "  5,\n",
       "  593,\n",
       "  13,\n",
       "  1816,\n",
       "  5,\n",
       "  30,\n",
       "  59],\n",
       " [369,\n",
       "  94,\n",
       "  126,\n",
       "  297,\n",
       "  191,\n",
       "  3,\n",
       "  1644,\n",
       "  123,\n",
       "  96,\n",
       "  2,\n",
       "  6,\n",
       "  130,\n",
       "  8,\n",
       "  1645,\n",
       "  2,\n",
       "  31,\n",
       "  1646,\n",
       "  2,\n",
       "  211,\n",
       "  1647,\n",
       "  1648,\n",
       "  15,\n",
       "  154,\n",
       "  5,\n",
       "  187,\n",
       "  126,\n",
       "  4,\n",
       "  72,\n",
       "  356,\n",
       "  31,\n",
       "  338,\n",
       "  1649,\n",
       "  8,\n",
       "  466,\n",
       "  2,\n",
       "  57,\n",
       "  15,\n",
       "  22,\n",
       "  85,\n",
       "  349,\n",
       "  1650,\n",
       "  15,\n",
       "  338],\n",
       " [4, 131, 1131, 9, 4, 166, 11, 80, 119, 23, 3, 4, 518],\n",
       " [1, 50, 29, 3, 918, 238, 4, 64],\n",
       " [1, 183, 1816, 172, 479, 246],\n",
       " [1, 149, 932, 55, 12, 56],\n",
       " [4, 102, 188, 27, 5, 1046, 495, 2, 27, 3, 821, 13, 612, 268, 19, 1516],\n",
       " [1, 370, 35, 12, 4, 65, 282, 163, 580, 213, 71],\n",
       " [4, 161, 69, 179, 371, 2, 399, 35, 2, 4],\n",
       " [89,\n",
       "  919,\n",
       "  130,\n",
       "  215,\n",
       "  24,\n",
       "  43,\n",
       "  17,\n",
       "  5,\n",
       "  1008,\n",
       "  2,\n",
       "  1,\n",
       "  109,\n",
       "  3,\n",
       "  44,\n",
       "  3,\n",
       "  48,\n",
       "  1106,\n",
       "  1906,\n",
       "  37,\n",
       "  361,\n",
       "  2,\n",
       "  48,\n",
       "  15,\n",
       "  104,\n",
       "  41,\n",
       "  6,\n",
       "  589,\n",
       "  50,\n",
       "  762,\n",
       "  58,\n",
       "  339,\n",
       "  254,\n",
       "  16,\n",
       "  30,\n",
       "  1211,\n",
       "  7,\n",
       "  88,\n",
       "  479],\n",
       " [274, 1, 233, 35, 12, 18],\n",
       " [948, 21, 14, 162],\n",
       " [1, 216, 10, 12, 19, 57, 365, 13, 174, 182, 78, 653, 1, 11, 28, 10, 202],\n",
       " [21, 11, 57, 22, 34, 510, 19, 236, 20, 6, 883],\n",
       " [41, 4, 518, 288, 289, 7, 312, 74, 10, 12, 18, 100, 1, 382, 17, 3, 363, 172],\n",
       " [6, 140, 133, 55, 8, 235, 69, 179, 8, 232, 7],\n",
       " [94, 169, 172, 82, 30, 853, 15, 70, 36, 17, 25, 293, 761, 936],\n",
       " [4,\n",
       "  65,\n",
       "  167,\n",
       "  2,\n",
       "  167,\n",
       "  497,\n",
       "  26,\n",
       "  49,\n",
       "  7,\n",
       "  15,\n",
       "  8,\n",
       "  11,\n",
       "  23,\n",
       "  7,\n",
       "  268,\n",
       "  14,\n",
       "  206,\n",
       "  1,\n",
       "  399,\n",
       "  6,\n",
       "  45],\n",
       " [30, 37, 180, 245, 240, 18, 72, 23, 222, 2, 119, 414, 140, 561],\n",
       " [95, 19, 40, 18, 643, 1618, 2, 19],\n",
       " [1, 488, 37, 16, 2, 11, 967, 26, 37, 75, 3, 1370, 13, 6, 135, 9, 337],\n",
       " [4, 282, 14, 366, 12, 6, 33, 8, 49, 31, 65, 244, 13, 800, 32],\n",
       " [53,\n",
       "  10,\n",
       "  680,\n",
       "  2,\n",
       "  304,\n",
       "  210,\n",
       "  3,\n",
       "  47,\n",
       "  20,\n",
       "  12,\n",
       "  4,\n",
       "  113,\n",
       "  24,\n",
       "  414,\n",
       "  140,\n",
       "  588,\n",
       "  141,\n",
       "  208,\n",
       "  50,\n",
       "  44,\n",
       "  1154],\n",
       " [1, 347, 58, 3, 611, 3, 19, 24, 16, 642],\n",
       " [1, 66, 21, 288, 115],\n",
       " [24,\n",
       "  41,\n",
       "  5,\n",
       "  323,\n",
       "  324,\n",
       "  16,\n",
       "  2,\n",
       "  524,\n",
       "  99,\n",
       "  16,\n",
       "  58,\n",
       "  1058,\n",
       "  3,\n",
       "  199,\n",
       "  176,\n",
       "  56,\n",
       "  28,\n",
       "  40,\n",
       "  16,\n",
       "  692,\n",
       "  178,\n",
       "  63,\n",
       "  261,\n",
       "  665],\n",
       " [1, 116, 12, 5, 675, 1139, 161, 54, 493, 179],\n",
       " [1, 51, 252, 1863, 511, 3, 531, 12, 16, 2, 1, 88, 24, 137, 3, 17, 5],\n",
       " [4, 23, 65, 987, 54, 1, 529, 12, 6, 115, 76],\n",
       " [465,\n",
       "  171,\n",
       "  33,\n",
       "  4,\n",
       "  255,\n",
       "  27,\n",
       "  25,\n",
       "  1483,\n",
       "  2,\n",
       "  1,\n",
       "  117,\n",
       "  25,\n",
       "  210,\n",
       "  3,\n",
       "  327,\n",
       "  6,\n",
       "  10,\n",
       "  1024,\n",
       "  4,\n",
       "  244,\n",
       "  12,\n",
       "  18,\n",
       "  390,\n",
       "  458,\n",
       "  2,\n",
       "  4,\n",
       "  1328],\n",
       " [173, 25, 250, 79, 4, 65, 13, 136, 5, 76, 2, 91, 66, 240, 3, 112, 13, 98],\n",
       " [103, 32, 57, 5, 954],\n",
       " [757, 891, 11],\n",
       " [302, 162],\n",
       " [74, 10, 1730, 1, 1418, 4, 102, 132, 4, 518],\n",
       " [24, 1846, 8, 69, 290, 2, 58, 104, 38, 1263, 256, 8, 11, 74, 42, 6, 96],\n",
       " [36, 95, 93, 4, 39, 36, 47, 415, 39, 36, 82, 332, 148],\n",
       " [4, 361, 121, 362, 3, 44, 234, 42, 7, 10, 94, 130],\n",
       " [394, 15, 1, 51, 329, 13, 484],\n",
       " [39,\n",
       "  43,\n",
       "  156,\n",
       "  326,\n",
       "  35,\n",
       "  8,\n",
       "  85,\n",
       "  8,\n",
       "  569,\n",
       "  3,\n",
       "  392,\n",
       "  86,\n",
       "  3,\n",
       "  204,\n",
       "  20,\n",
       "  31,\n",
       "  390,\n",
       "  458,\n",
       "  139,\n",
       "  114,\n",
       "  8,\n",
       "  148,\n",
       "  68,\n",
       "  3,\n",
       "  7],\n",
       " [1, 17, 101, 15, 8, 27, 93, 6, 1059, 153, 253, 18, 1172, 6, 111],\n",
       " [1, 11, 13, 182, 32, 24, 21, 1, 313, 1, 175, 8, 60],\n",
       " [49, 6, 8, 470, 1, 183, 8, 11, 1277, 18, 2, 18, 925, 6, 431],\n",
       " [8, 62, 7],\n",
       " [274,\n",
       "  1,\n",
       "  144,\n",
       "  28,\n",
       "  4,\n",
       "  90,\n",
       "  2,\n",
       "  1,\n",
       "  17,\n",
       "  25,\n",
       "  365,\n",
       "  13,\n",
       "  37,\n",
       "  177,\n",
       "  78,\n",
       "  43,\n",
       "  17,\n",
       "  25,\n",
       "  1011,\n",
       "  959,\n",
       "  153,\n",
       "  13,\n",
       "  37,\n",
       "  103,\n",
       "  32],\n",
       " [1, 740, 2, 4, 282, 46, 65, 27, 62, 7, 5, 147, 223, 114, 21],\n",
       " [4, 72, 30, 462, 7, 2, 805, 48, 136, 4, 1425],\n",
       " [236, 158, 1, 125, 272, 375, 67, 611, 3, 15, 196, 158],\n",
       " [452, 48],\n",
       " [77, 274, 1, 52],\n",
       " [21, 835, 395, 14, 5, 383, 593],\n",
       " [101,\n",
       "  13,\n",
       "  7,\n",
       "  1,\n",
       "  73,\n",
       "  56,\n",
       "  137,\n",
       "  7,\n",
       "  3,\n",
       "  1254,\n",
       "  35,\n",
       "  13,\n",
       "  92,\n",
       "  5,\n",
       "  212,\n",
       "  241,\n",
       "  215,\n",
       "  28,\n",
       "  1053,\n",
       "  685,\n",
       "  375,\n",
       "  30,\n",
       "  789,\n",
       "  212,\n",
       "  241,\n",
       "  24,\n",
       "  1,\n",
       "  66,\n",
       "  1,\n",
       "  149,\n",
       "  971,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  789,\n",
       "  104,\n",
       "  30,\n",
       "  303,\n",
       "  329,\n",
       "  29,\n",
       "  4,\n",
       "  1179,\n",
       "  56,\n",
       "  110,\n",
       "  18,\n",
       "  1,\n",
       "  91,\n",
       "  12,\n",
       "  18,\n",
       "  46,\n",
       "  148,\n",
       "  29,\n",
       "  15,\n",
       "  12,\n",
       "  10,\n",
       "  7,\n",
       "  26,\n",
       "  9,\n",
       "  6,\n",
       "  96,\n",
       "  150,\n",
       "  294,\n",
       "  1,\n",
       "  567,\n",
       "  247,\n",
       "  439,\n",
       "  53,\n",
       "  271,\n",
       "  644,\n",
       "  62,\n",
       "  7,\n",
       "  5,\n",
       "  367,\n",
       "  9,\n",
       "  223,\n",
       "  24,\n",
       "  259,\n",
       "  29,\n",
       "  21,\n",
       "  240,\n",
       "  22,\n",
       "  30,\n",
       "  574,\n",
       "  5,\n",
       "  510,\n",
       "  20,\n",
       "  7,\n",
       "  40,\n",
       "  1,\n",
       "  11,\n",
       "  210,\n",
       "  3,\n",
       "  923,\n",
       "  4,\n",
       "  374,\n",
       "  2,\n",
       "  24,\n",
       "  1,\n",
       "  567,\n",
       "  29,\n",
       "  247,\n",
       "  439,\n",
       "  345,\n",
       "  28,\n",
       "  2,\n",
       "  22,\n",
       "  11,\n",
       "  341,\n",
       "  15,\n",
       "  2,\n",
       "  4,\n",
       "  211,\n",
       "  2,\n",
       "  5,\n",
       "  1,\n",
       "  112,\n",
       "  292,\n",
       "  43,\n",
       "  392,\n",
       "  35,\n",
       "  250,\n",
       "  74,\n",
       "  3,\n",
       "  7,\n",
       "  29,\n",
       "  146,\n",
       "  127,\n",
       "  256,\n",
       "  1,\n",
       "  73,\n",
       "  347,\n",
       "  3,\n",
       "  611,\n",
       "  83,\n",
       "  18,\n",
       "  2,\n",
       "  1,\n",
       "  73,\n",
       "  35,\n",
       "  5,\n",
       "  307,\n",
       "  3,\n",
       "  112,\n",
       "  2,\n",
       "  576,\n",
       "  289,\n",
       "  7,\n",
       "  30,\n",
       "  611,\n",
       "  3,\n",
       "  56,\n",
       "  2,\n",
       "  375,\n",
       "  144,\n",
       "  56,\n",
       "  317,\n",
       "  30,\n",
       "  289,\n",
       "  7,\n",
       "  289,\n",
       "  7,\n",
       "  110,\n",
       "  56,\n",
       "  206,\n",
       "  56,\n",
       "  101,\n",
       "  985,\n",
       "  774,\n",
       "  18,\n",
       "  7,\n",
       "  2,\n",
       "  18,\n",
       "  398,\n",
       "  10,\n",
       "  5,\n",
       "  212,\n",
       "  431,\n",
       "  2,\n",
       "  22,\n",
       "  221,\n",
       "  109,\n",
       "  3,\n",
       "  573,\n",
       "  10,\n",
       "  15,\n",
       "  431,\n",
       "  3,\n",
       "  112,\n",
       "  40,\n",
       "  18,\n",
       "  108,\n",
       "  221,\n",
       "  68,\n",
       "  109,\n",
       "  3,\n",
       "  363,\n",
       "  46,\n",
       "  842,\n",
       "  104,\n",
       "  18,\n",
       "  28,\n",
       "  156,\n",
       "  942,\n",
       "  1311,\n",
       "  240,\n",
       "  43,\n",
       "  30,\n",
       "  69,\n",
       "  774,\n",
       "  13,\n",
       "  10,\n",
       "  5,\n",
       "  213,\n",
       "  12,\n",
       "  5,\n",
       "  2,\n",
       "  53,\n",
       "  210,\n",
       "  3,\n",
       "  15,\n",
       "  3,\n",
       "  18,\n",
       "  904,\n",
       "  6,\n",
       "  131,\n",
       "  943,\n",
       "  1562,\n",
       "  477,\n",
       "  21,\n",
       "  130,\n",
       "  388,\n",
       "  6,\n",
       "  115,\n",
       "  56,\n",
       "  235,\n",
       "  76,\n",
       "  59,\n",
       "  42,\n",
       "  133,\n",
       "  566,\n",
       "  7,\n",
       "  35,\n",
       "  100,\n",
       "  138,\n",
       "  3,\n",
       "  222,\n",
       "  2,\n",
       "  120,\n",
       "  99,\n",
       "  7,\n",
       "  1,\n",
       "  152,\n",
       "  3,\n",
       "  1535,\n",
       "  1536,\n",
       "  87,\n",
       "  111,\n",
       "  13,\n",
       "  295,\n",
       "  32,\n",
       "  4,\n",
       "  244,\n",
       "  34,\n",
       "  25,\n",
       "  42,\n",
       "  25,\n",
       "  400,\n",
       "  1,\n",
       "  831,\n",
       "  1,\n",
       "  67,\n",
       "  236,\n",
       "  1,\n",
       "  11,\n",
       "  784,\n",
       "  67,\n",
       "  3,\n",
       "  62,\n",
       "  5,\n",
       "  323,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  289,\n",
       "  18,\n",
       "  52,\n",
       "  16,\n",
       "  67,\n",
       "  236,\n",
       "  335,\n",
       "  18,\n",
       "  22,\n",
       "  10,\n",
       "  5,\n",
       "  143,\n",
       "  190,\n",
       "  7,\n",
       "  2,\n",
       "  2,\n",
       "  34,\n",
       "  29,\n",
       "  921,\n",
       "  643,\n",
       "  1540,\n",
       "  2,\n",
       "  60,\n",
       "  9,\n",
       "  6,\n",
       "  55,\n",
       "  210,\n",
       "  3,\n",
       "  923,\n",
       "  5,\n",
       "  635,\n",
       "  49,\n",
       "  18,\n",
       "  2,\n",
       "  16,\n",
       "  275,\n",
       "  178,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  34,\n",
       "  345,\n",
       "  2,\n",
       "  28,\n",
       "  1,\n",
       "  399,\n",
       "  35,\n",
       "  788,\n",
       "  4,\n",
       "  374,\n",
       "  2,\n",
       "  22,\n",
       "  134,\n",
       "  21,\n",
       "  206,\n",
       "  1,\n",
       "  95,\n",
       "  34,\n",
       "  924,\n",
       "  69,\n",
       "  16,\n",
       "  26,\n",
       "  2,\n",
       "  100,\n",
       "  56,\n",
       "  256,\n",
       "  1,\n",
       "  399,\n",
       "  35,\n",
       "  227,\n",
       "  4,\n",
       "  244,\n",
       "  1,\n",
       "  152,\n",
       "  26,\n",
       "  172,\n",
       "  152,\n",
       "  925,\n",
       "  18,\n",
       "  2,\n",
       "  22,\n",
       "  1,\n",
       "  274,\n",
       "  104,\n",
       "  21,\n",
       "  237,\n",
       "  53,\n",
       "  1542,\n",
       "  271,\n",
       "  625,\n",
       "  283,\n",
       "  86,\n",
       "  3,\n",
       "  7,\n",
       "  2,\n",
       "  375,\n",
       "  1544,\n",
       "  7,\n",
       "  35,\n",
       "  2,\n",
       "  100,\n",
       "  303,\n",
       "  927,\n",
       "  7,\n",
       "  184,\n",
       "  927,\n",
       "  7,\n",
       "  184,\n",
       "  2,\n",
       "  173,\n",
       "  67,\n",
       "  104,\n",
       "  5,\n",
       "  118,\n",
       "  50,\n",
       "  52,\n",
       "  36,\n",
       "  85,\n",
       "  86,\n",
       "  3,\n",
       "  7,\n",
       "  15,\n",
       "  15,\n",
       "  4,\n",
       "  65,\n",
       "  54,\n",
       "  11,\n",
       "  20,\n",
       "  539,\n",
       "  1546,\n",
       "  1547,\n",
       "  2,\n",
       "  286,\n",
       "  13,\n",
       "  67,\n",
       "  236,\n",
       "  85,\n",
       "  3,\n",
       "  7,\n",
       "  58,\n",
       "  60,\n",
       "  55,\n",
       "  22,\n",
       "  928,\n",
       "  259,\n",
       "  56,\n",
       "  157,\n",
       "  504,\n",
       "  199,\n",
       "  3,\n",
       "  5,\n",
       "  118,\n",
       "  63,\n",
       "  5,\n",
       "  929,\n",
       "  46,\n",
       "  5,\n",
       "  666,\n",
       "  7,\n",
       "  10,\n",
       "  6,\n",
       "  10,\n",
       "  6,\n",
       "  10,\n",
       "  6,\n",
       "  880,\n",
       "  586,\n",
       "  130,\n",
       "  14,\n",
       "  15,\n",
       "  123,\n",
       "  1548,\n",
       "  56,\n",
       "  50,\n",
       "  104,\n",
       "  1549,\n",
       "  191,\n",
       "  3,\n",
       "  69,\n",
       "  3,\n",
       "  6,\n",
       "  239,\n",
       "  240,\n",
       "  22,\n",
       "  138,\n",
       "  1550,\n",
       "  23,\n",
       "  22,\n",
       "  50,\n",
       "  21,\n",
       "  60,\n",
       "  55,\n",
       "  1551,\n",
       "  20,\n",
       "  4,\n",
       "  620,\n",
       "  693,\n",
       "  150,\n",
       "  57,\n",
       "  22,\n",
       "  85,\n",
       "  22,\n",
       "  202,\n",
       "  7,\n",
       "  29,\n",
       "  1553,\n",
       "  68,\n",
       "  1554,\n",
       "  2,\n",
       "  100,\n",
       "  1555,\n",
       "  2,\n",
       "  152,\n",
       "  74,\n",
       "  56,\n",
       "  29,\n",
       "  10,\n",
       "  21,\n",
       "  1556,\n",
       "  328,\n",
       "  110,\n",
       "  7,\n",
       "  15,\n",
       "  22,\n",
       "  175,\n",
       "  930,\n",
       "  5,\n",
       "  988,\n",
       "  1557,\n",
       "  20,\n",
       "  13,\n",
       "  1558,\n",
       "  22,\n",
       "  175,\n",
       "  930,\n",
       "  370,\n",
       "  35,\n",
       "  5,\n",
       "  68,\n",
       "  370,\n",
       "  35,\n",
       "  7,\n",
       "  16,\n",
       "  26,\n",
       "  172,\n",
       "  12,\n",
       "  5,\n",
       "  165,\n",
       "  46,\n",
       "  146,\n",
       "  57,\n",
       "  15,\n",
       "  505,\n",
       "  242,\n",
       "  7,\n",
       "  24,\n",
       "  22,\n",
       "  85,\n",
       "  271,\n",
       "  332,\n",
       "  16,\n",
       "  40,\n",
       "  1,\n",
       "  221,\n",
       "  17,\n",
       "  6,\n",
       "  1559,\n",
       "  3,\n",
       "  931,\n",
       "  18,\n",
       "  52,\n",
       "  16,\n",
       "  16,\n",
       "  3,\n",
       "  7,\n",
       "  106,\n",
       "  7,\n",
       "  15,\n",
       "  56,\n",
       "  156,\n",
       "  68,\n",
       "  826,\n",
       "  7,\n",
       "  22,\n",
       "  504,\n",
       "  112,\n",
       "  74,\n",
       "  26,\n",
       "  12,\n",
       "  7,\n",
       "  2,\n",
       "  100,\n",
       "  932,\n",
       "  5,\n",
       "  200,\n",
       "  55,\n",
       "  22,\n",
       "  157,\n",
       "  30,\n",
       "  1561,\n",
       "  7,\n",
       "  22,\n",
       "  75,\n",
       "  3,\n",
       "  112,\n",
       "  74,\n",
       "  26,\n",
       "  7,\n",
       "  2,\n",
       "  86,\n",
       "  69,\n",
       "  298,\n",
       "  1,\n",
       "  274,\n",
       "  47,\n",
       "  479,\n",
       "  22,\n",
       "  109,\n",
       "  60,\n",
       "  239,\n",
       "  22,\n",
       "  347,\n",
       "  3,\n",
       "  645,\n",
       "  7,\n",
       "  29,\n",
       "  5,\n",
       "  1425,\n",
       "  1564,\n",
       "  268,\n",
       "  1,\n",
       "  278,\n",
       "  11,\n",
       "  1565,\n",
       "  28,\n",
       "  22,\n",
       "  50,\n",
       "  194,\n",
       "  5,\n",
       "  1566,\n",
       "  3,\n",
       "  347,\n",
       "  3,\n",
       "  834,\n",
       "  77,\n",
       "  101,\n",
       "  100,\n",
       "  22,\n",
       "  138,\n",
       "  335,\n",
       "  7,\n",
       "  173,\n",
       "  25,\n",
       "  755,\n",
       "  646,\n",
       "  39,\n",
       "  1,\n",
       "  133,\n",
       "  175,\n",
       "  18,\n",
       "  1,\n",
       "  646,\n",
       "  1567,\n",
       "  1504,\n",
       "  126,\n",
       "  341,\n",
       "  148,\n",
       "  1568,\n",
       "  86,\n",
       "  3,\n",
       "  922,\n",
       "  29,\n",
       "  260,\n",
       "  374,\n",
       "  3,\n",
       "  47,\n",
       "  18,\n",
       "  52,\n",
       "  86,\n",
       "  1,\n",
       "  97,\n",
       "  34,\n",
       "  3,\n",
       "  148,\n",
       "  11,\n",
       "  35,\n",
       "  1,\n",
       "  303,\n",
       "  3,\n",
       "  576,\n",
       "  628,\n",
       "  28,\n",
       "  1571,\n",
       "  56,\n",
       "  22,\n",
       "  69,\n",
       "  408,\n",
       "  34,\n",
       "  1572,\n",
       "  12,\n",
       "  18,\n",
       "  65,\n",
       "  273,\n",
       "  7,\n",
       "  15,\n",
       "  22,\n",
       "  134,\n",
       "  15,\n",
       "  3,\n",
       "  190,\n",
       "  6,\n",
       "  296,\n",
       "  20,\n",
       "  647,\n",
       "  2,\n",
       "  505,\n",
       "  326,\n",
       "  35,\n",
       "  7,\n",
       "  2,\n",
       "  1573,\n",
       "  10,\n",
       "  268,\n",
       "  53,\n",
       "  22,\n",
       "  11,\n",
       "  178,\n",
       "  332,\n",
       "  148,\n",
       "  94,\n",
       "  373,\n",
       "  152,\n",
       "  74,\n",
       "  15,\n",
       "  2,\n",
       "  279,\n",
       "  7,\n",
       "  49,\n",
       "  6,\n",
       "  389,\n",
       "  201,\n",
       "  6,\n",
       "  296,\n",
       "  101,\n",
       "  2,\n",
       "  16,\n",
       "  11,\n",
       "  1574,\n",
       "  296,\n",
       "  152,\n",
       "  26,\n",
       "  296,\n",
       "  43,\n",
       "  953,\n",
       "  34,\n",
       "  5,\n",
       "  1575,\n",
       "  13,\n",
       "  19,\n",
       "  13,\n",
       "  18,\n",
       "  1,\n",
       "  68,\n",
       "  170,\n",
       "  6,\n",
       "  296,\n",
       "  2,\n",
       "  39,\n",
       "  1,\n",
       "  69,\n",
       "  3,\n",
       "  6,\n",
       "  389,\n",
       "  36,\n",
       "  36,\n",
       "  109,\n",
       "  60,\n",
       "  89,\n",
       "  28,\n",
       "  1,\n",
       "  157,\n",
       "  6,\n",
       "  153,\n",
       "  2,\n",
       "  935,\n",
       "  42,\n",
       "  7,\n",
       "  2,\n",
       "  85,\n",
       "  52,\n",
       "  43,\n",
       "  137,\n",
       "  3,\n",
       "  17,\n",
       "  1576,\n",
       "  3,\n",
       "  308,\n",
       "  902,\n",
       "  46,\n",
       "  148,\n",
       "  15,\n",
       "  145,\n",
       "  35,\n",
       "  172,\n",
       "  29,\n",
       "  31,\n",
       "  10,\n",
       "  29,\n",
       "  741,\n",
       "  501,\n",
       "  22,\n",
       "  504,\n",
       "  134,\n",
       "  16,\n",
       "  2,\n",
       "  36,\n",
       "  66,\n",
       "  22,\n",
       "  221,\n",
       "  66,\n",
       "  36,\n",
       "  66,\n",
       "  77,\n",
       "  22,\n",
       "  221,\n",
       "  22,\n",
       "  134,\n",
       "  15,\n",
       "  20,\n",
       "  647,\n",
       "  2,\n",
       "  22,\n",
       "  181,\n",
       "  24,\n",
       "  56,\n",
       "  259,\n",
       "  10,\n",
       "  1579,\n",
       "  11,\n",
       "  48,\n",
       "  66,\n",
       "  1,\n",
       "  24,\n",
       "  1,\n",
       "  69,\n",
       "  3,\n",
       "  5,\n",
       "  239,\n",
       "  3,\n",
       "  22,\n",
       "  138,\n",
       "  335,\n",
       "  7,\n",
       "  69,\n",
       "  3,\n",
       "  2,\n",
       "  1,\n",
       "  50,\n",
       "  199,\n",
       "  37,\n",
       "  146,\n",
       "  212,\n",
       "  39,\n",
       "  21,\n",
       "  584,\n",
       "  328,\n",
       "  68,\n",
       "  220,\n",
       "  480,\n",
       "  178,\n",
       "  1,\n",
       "  388,\n",
       "  5,\n",
       "  213,\n",
       "  42,\n",
       "  18,\n",
       "  96,\n",
       "  89,\n",
       "  24,\n",
       "  22,\n",
       "  69,\n",
       "  48,\n",
       "  1762,\n",
       "  178,\n",
       "  40,\n",
       "  53,\n",
       "  28,\n",
       "  269,\n",
       "  3,\n",
       "  110,\n",
       "  7,\n",
       "  100,\n",
       "  104,\n",
       "  4,\n",
       "  189,\n",
       "  19,\n",
       "  63,\n",
       "  1,\n",
       "  157,\n",
       "  22,\n",
       "  7,\n",
       "  13,\n",
       "  15,\n",
       "  334,\n",
       "  101,\n",
       "  13,\n",
       "  7,\n",
       "  1,\n",
       "  199,\n",
       "  685,\n",
       "  56,\n",
       "  137,\n",
       "  7,\n",
       "  3,\n",
       "  1254,\n",
       "  35,\n",
       "  92,\n",
       "  5,\n",
       "  212,\n",
       "  241,\n",
       "  215,\n",
       "  28,\n",
       "  1053,\n",
       "  685,\n",
       "  375,\n",
       "  30,\n",
       "  789,\n",
       "  241,\n",
       "  24,\n",
       "  1,\n",
       "  66,\n",
       "  1,\n",
       "  149,\n",
       "  685,\n",
       "  2,\n",
       "  1,\n",
       "  30,\n",
       "  789,\n",
       "  104,\n",
       "  30,\n",
       "  303,\n",
       "  329,\n",
       "  4,\n",
       "  1179,\n",
       "  56,\n",
       "  110,\n",
       "  18,\n",
       "  1,\n",
       "  91,\n",
       "  12,\n",
       "  18,\n",
       "  46,\n",
       "  148,\n",
       "  29,\n",
       "  15,\n",
       "  916,\n",
       "  103,\n",
       "  127,\n",
       "  7,\n",
       "  26,\n",
       "  9,\n",
       "  6,\n",
       "  96,\n",
       "  150,\n",
       "  294,\n",
       "  1,\n",
       "  567,\n",
       "  247,\n",
       "  439,\n",
       "  55,\n",
       "  271,\n",
       "  644,\n",
       "  62,\n",
       "  7,\n",
       "  5,\n",
       "  367,\n",
       "  223,\n",
       "  24,\n",
       "  259,\n",
       "  29,\n",
       "  21,\n",
       "  240,\n",
       "  22,\n",
       "  30,\n",
       "  109,\n",
       "  3,\n",
       "  1291,\n",
       "  16,\n",
       "  20,\n",
       "  7,\n",
       "  40,\n",
       "  1,\n",
       "  11,\n",
       "  210,\n",
       "  923,\n",
       "  4,\n",
       "  374,\n",
       "  2,\n",
       "  24,\n",
       "  1,\n",
       "  567,\n",
       "  29,\n",
       "  247,\n",
       "  439,\n",
       "  345,\n",
       "  28,\n",
       "  2,\n",
       "  22,\n",
       "  11,\n",
       "  341,\n",
       "  15,\n",
       "  2,\n",
       "  4,\n",
       "  211,\n",
       "  10,\n",
       "  6,\n",
       "  1,\n",
       "  ...],\n",
       " [70,\n",
       "  134,\n",
       "  198,\n",
       "  361,\n",
       "  121,\n",
       "  1267,\n",
       "  3,\n",
       "  754,\n",
       "  37,\n",
       "  77,\n",
       "  56,\n",
       "  34,\n",
       "  25,\n",
       "  164,\n",
       "  1,\n",
       "  591,\n",
       "  143,\n",
       "  3,\n",
       "  44,\n",
       "  215,\n",
       "  1268,\n",
       "  195,\n",
       "  7],\n",
       " [1, 17, 644, 935, 83, 13, 143, 28, 394, 1, 129, 137, 208],\n",
       " [150, 89, 156, 153, 225, 845, 941, 609],\n",
       " [28, 1, 117, 25, 12, 4, 282, 13, 5, 76, 59, 2, 530, 6, 76, 8, 1406, 179],\n",
       " [1,\n",
       "  17,\n",
       "  67,\n",
       "  25,\n",
       "  179,\n",
       "  46,\n",
       "  348,\n",
       "  364,\n",
       "  450,\n",
       "  12,\n",
       "  224,\n",
       "  454,\n",
       "  2,\n",
       "  4,\n",
       "  277,\n",
       "  590,\n",
       "  7,\n",
       "  4,\n",
       "  557,\n",
       "  28,\n",
       "  15,\n",
       "  39,\n",
       "  4,\n",
       "  166,\n",
       "  4,\n",
       "  1,\n",
       "  91,\n",
       "  233,\n",
       "  2,\n",
       "  303,\n",
       "  1001,\n",
       "  74],\n",
       " [1, 51, 5, 988, 76, 176, 666, 54, 27, 25, 99, 18, 1683, 113],\n",
       " [1841, 45, 1, 17, 15, 202, 149, 44, 1797, 185, 49, 7, 42, 141, 55],\n",
       " [8, 62, 7, 114, 21, 24, 21, 55, 14, 1456, 8, 68, 249, 3, 93, 7],\n",
       " [8, 138, 7, 335, 7, 10, 4, 2, 211],\n",
       " [4, 65, 11, 119, 2, 336, 23],\n",
       " [1, 175, 4, 65, 282, 30, 136, 177, 32, 71],\n",
       " [69, 10, 5, 541, 12, 19, 555, 2, 8, 510, 7, 57, 5, 147, 407, 2, 335],\n",
       " [4, 1517, 23, 45, 11, 1518, 251, 1519],\n",
       " [4, 23, 65, 827, 1, 828, 26, 263, 71, 27, 5, 72, 54, 97, 1304, 19],\n",
       " [1, 411, 39, 6, 617, 683, 31, 172, 299, 32, 71],\n",
       " [7, 1359, 2, 4, 166, 1229, 17, 25, 293, 217],\n",
       " [89, 11, 5, 9, 1018, 33, 10, 6, 45, 268, 3, 602, 6],\n",
       " [1, 30, 109, 314, 3, 44, 685],\n",
       " [24, 100, 8, 1472, 1, 313, 335, 7, 136, 2, 136, 10, 4, 1425],\n",
       " [53,\n",
       "  765,\n",
       "  18,\n",
       "  75,\n",
       "  51,\n",
       "  1,\n",
       "  6,\n",
       "  23,\n",
       "  60,\n",
       "  1,\n",
       "  106,\n",
       "  19,\n",
       "  42,\n",
       "  55,\n",
       "  131,\n",
       "  19,\n",
       "  2,\n",
       "  31,\n",
       "  108,\n",
       "  194,\n",
       "  6,\n",
       "  53,\n",
       "  67,\n",
       "  506,\n",
       "  3,\n",
       "  44,\n",
       "  10,\n",
       "  6,\n",
       "  603,\n",
       "  631],\n",
       " [6,\n",
       "  1260,\n",
       "  152,\n",
       "  139,\n",
       "  16,\n",
       "  11,\n",
       "  136,\n",
       "  6,\n",
       "  133,\n",
       "  1,\n",
       "  17,\n",
       "  9,\n",
       "  19,\n",
       "  14,\n",
       "  30,\n",
       "  218,\n",
       "  26,\n",
       "  9,\n",
       "  5,\n",
       "  2,\n",
       "  16,\n",
       "  10,\n",
       "  6],\n",
       " [8, 11, 2, 3, 821, 2, 388, 266, 32, 89],\n",
       " [1, 91, 66, 240, 454, 3, 406, 1754],\n",
       " [1, 106, 19, 173, 25, 250, 525, 99, 13, 32, 10, 4, 255],\n",
       " [1,\n",
       "  109,\n",
       "  3,\n",
       "  267,\n",
       "  94,\n",
       "  238,\n",
       "  19,\n",
       "  24,\n",
       "  4,\n",
       "  518,\n",
       "  14,\n",
       "  426,\n",
       "  39,\n",
       "  1,\n",
       "  249,\n",
       "  3,\n",
       "  611,\n",
       "  3,\n",
       "  18,\n",
       "  37,\n",
       "  16,\n",
       "  2,\n",
       "  341,\n",
       "  16,\n",
       "  11,\n",
       "  7,\n",
       "  453,\n",
       "  143,\n",
       "  2,\n",
       "  15,\n",
       "  1,\n",
       "  69,\n",
       "  166,\n",
       "  3,\n",
       "  44,\n",
       "  23],\n",
       " [1,\n",
       "  51,\n",
       "  5,\n",
       "  988,\n",
       "  76,\n",
       "  176,\n",
       "  237,\n",
       "  2,\n",
       "  4,\n",
       "  115,\n",
       "  45,\n",
       "  11,\n",
       "  10,\n",
       "  649,\n",
       "  240,\n",
       "  1,\n",
       "  125,\n",
       "  6,\n",
       "  500,\n",
       "  12,\n",
       "  5,\n",
       "  731,\n",
       "  76,\n",
       "  176,\n",
       "  196,\n",
       "  2,\n",
       "  1,\n",
       "  893,\n",
       "  5,\n",
       "  954,\n",
       "  45],\n",
       " [1,\n",
       "  66,\n",
       "  89,\n",
       "  1522,\n",
       "  14,\n",
       "  3,\n",
       "  931,\n",
       "  19,\n",
       "  24,\n",
       "  4,\n",
       "  682,\n",
       "  14,\n",
       "  107,\n",
       "  797,\n",
       "  3,\n",
       "  19,\n",
       "  2,\n",
       "  6,\n",
       "  657,\n",
       "  15,\n",
       "  1,\n",
       "  93,\n",
       "  19,\n",
       "  79,\n",
       "  227]]"
      ]
     },
     "execution_count": 264,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sequences_test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 265,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "defaultdict(int,\n",
       "            {'nieces': 1,\n",
       "             'my': 311,\n",
       "             'ex': 33,\n",
       "             'the': 225,\n",
       "             'of': 174,\n",
       "             'person': 17,\n",
       "             \"isn't\": 5,\n",
       "             'than': 8,\n",
       "             'father': 20,\n",
       "             'rather': 2,\n",
       "             'sisters': 2,\n",
       "             'question': 3,\n",
       "             'and': 344,\n",
       "             'in': 161,\n",
       "             'if': 47,\n",
       "             'leaving': 9,\n",
       "             'experienced': 4,\n",
       "             'physically': 19,\n",
       "             'you': 25,\n",
       "             'after': 39,\n",
       "             'a': 240,\n",
       "             'this': 85,\n",
       "             'any': 15,\n",
       "             'idk': 8,\n",
       "             'abusive': 86,\n",
       "             'relationship': 46,\n",
       "             '8': 7,\n",
       "             'been': 73,\n",
       "             'its': 4,\n",
       "             'marriage': 8,\n",
       "             'out': 67,\n",
       "             'i': 416,\n",
       "             'days': 18,\n",
       "             'since': 36,\n",
       "             'got': 31,\n",
       "             'later': 8,\n",
       "             '2': 21,\n",
       "             'he': 175,\n",
       "             'it': 90,\n",
       "             'again': 14,\n",
       "             'months': 27,\n",
       "             'did': 14,\n",
       "             'even': 20,\n",
       "             'how': 31,\n",
       "             'to': 286,\n",
       "             'know': 31,\n",
       "             'into': 26,\n",
       "             'words': 3,\n",
       "             \"don't\": 22,\n",
       "             'put': 9,\n",
       "             'abuse': 62,\n",
       "             'happened': 15,\n",
       "             'bf': 7,\n",
       "             'me': 196,\n",
       "             'for': 119,\n",
       "             'away': 12,\n",
       "             'ago': 35,\n",
       "             'passed': 3,\n",
       "             'with': 116,\n",
       "             'who': 43,\n",
       "             'month': 10,\n",
       "             'keep': 10,\n",
       "             'blaming': 2,\n",
       "             'right': 14,\n",
       "             'myself': 22,\n",
       "             'now': 37,\n",
       "             'that': 95,\n",
       "             'helping': 1,\n",
       "             'all': 44,\n",
       "             'by': 29,\n",
       "             'hard': 9,\n",
       "             'is': 108,\n",
       "             'but': 77,\n",
       "             'at': 44,\n",
       "             'family': 21,\n",
       "             'get': 44,\n",
       "             'things': 20,\n",
       "             'promise': 1,\n",
       "             \"here's\": 1,\n",
       "             'make': 9,\n",
       "             'list': 1,\n",
       "             'drunk': 8,\n",
       "             'towards': 11,\n",
       "             'was': 141,\n",
       "             'knew': 7,\n",
       "             'time': 35,\n",
       "             'angry': 4,\n",
       "             'an': 52,\n",
       "             'anything': 18,\n",
       "             'never': 30,\n",
       "             'old': 13,\n",
       "             'boyfriend': 24,\n",
       "             'female': 2,\n",
       "             '17': 4,\n",
       "             'year': 28,\n",
       "             '19': 5,\n",
       "             '20': 5,\n",
       "             'when': 51,\n",
       "             'given': 2,\n",
       "             'told': 20,\n",
       "             'their': 8,\n",
       "             '28': 1,\n",
       "             'call': 7,\n",
       "             'card': 2,\n",
       "             'didn': 15,\n",
       "             'them': 13,\n",
       "             'from': 38,\n",
       "             'hear': 4,\n",
       "             'dec': 1,\n",
       "             'had': 52,\n",
       "             'voicemail': 1,\n",
       "             'leave': 15,\n",
       "             'him': 84,\n",
       "             'man': 11,\n",
       "             'his': 54,\n",
       "             'corner': 2,\n",
       "             'lift': 1,\n",
       "             'about': 55,\n",
       "             'literally': 4,\n",
       "             'backed': 1,\n",
       "             'repeatedly': 2,\n",
       "             'snapped': 1,\n",
       "             'until': 12,\n",
       "             'hit': 36,\n",
       "             'fist': 1,\n",
       "             'pretending': 1,\n",
       "             'years': 61,\n",
       "             '30m': 2,\n",
       "             'husband': 27,\n",
       "             'emotionally': 19,\n",
       "             '5': 13,\n",
       "             'himself': 7,\n",
       "             'repeated': 2,\n",
       "             'what': 29,\n",
       "             'elaborate': 1,\n",
       "             'just': 53,\n",
       "             'meant': 5,\n",
       "             'asked': 5,\n",
       "             'before': 20,\n",
       "             'older': 4,\n",
       "             'attacks': 2,\n",
       "             'smoke': 1,\n",
       "             'calm': 3,\n",
       "             'sister': 26,\n",
       "             'quite': 1,\n",
       "             'loud': 2,\n",
       "             'crying': 6,\n",
       "             'ignorant': 1,\n",
       "             'voice': 2,\n",
       "             'said': 22,\n",
       "             'brother': 14,\n",
       "             'her': 66,\n",
       "             'going': 31,\n",
       "             'mainly': 1,\n",
       "             'smoking': 1,\n",
       "             'quit': 1,\n",
       "             'on': 78,\n",
       "             'couldn': 3,\n",
       "             'mum': 2,\n",
       "             'while': 6,\n",
       "             'distress': 1,\n",
       "             'used': 14,\n",
       "             'younger': 2,\n",
       "             'help': 20,\n",
       "             'do': 36,\n",
       "             'would': 35,\n",
       "             'calling': 3,\n",
       "             'scared': 14,\n",
       "             'weed': 1,\n",
       "             'have': 88,\n",
       "             'causing': 1,\n",
       "             'panic': 7,\n",
       "             'because': 50,\n",
       "             'suppose': 2,\n",
       "             'partner': 6,\n",
       "             'seriously': 4,\n",
       "             'don': 17,\n",
       "             'understand': 4,\n",
       "             'phone': 5,\n",
       "             'night': 11,\n",
       "             'give': 5,\n",
       "             'wouldn': 2,\n",
       "             'last': 19,\n",
       "             'parents': 19,\n",
       "             'title': 2,\n",
       "             'says': 7,\n",
       "             '26': 3,\n",
       "             'married': 9,\n",
       "             'choked': 8,\n",
       "             'weekend': 2,\n",
       "             'story': 6,\n",
       "             'short': 1,\n",
       "             'long': 14,\n",
       "             'really': 27,\n",
       "             'so': 64,\n",
       "             'can': 32,\n",
       "             'duplex': 1,\n",
       "             'live': 20,\n",
       "             'closely': 1,\n",
       "             'same': 5,\n",
       "             'type': 7,\n",
       "             'therapy': 2,\n",
       "             'intensive': 1,\n",
       "             'lay': 2,\n",
       "             'break': 9,\n",
       "             'or': 41,\n",
       "             'finger': 1,\n",
       "             'heart': 2,\n",
       "             'hurt': 21,\n",
       "             'some': 20,\n",
       "             'seem': 5,\n",
       "             'way': 18,\n",
       "             'mad': 9,\n",
       "             'abusers': 5,\n",
       "             'be': 44,\n",
       "             \"mother's\": 3,\n",
       "             'nothing': 6,\n",
       "             'police': 8,\n",
       "             'opened': 2,\n",
       "             'ever': 9,\n",
       "             'filed': 6,\n",
       "             'report': 3,\n",
       "             'name': 2,\n",
       "             'cards': 1,\n",
       "             'not': 36,\n",
       "             'yeah': 1,\n",
       "             'wedding': 1,\n",
       "             '2016': 1,\n",
       "             'like': 53,\n",
       "             'your': 11,\n",
       "             'seen': 2,\n",
       "             'okay': 2,\n",
       "             'she': 47,\n",
       "             'ou': 1,\n",
       "             'anally': 1,\n",
       "             'part': 4,\n",
       "             'raped': 2,\n",
       "             'regularly': 3,\n",
       "             'being': 28,\n",
       "             'pulled': 1,\n",
       "             'only': 18,\n",
       "             'around': 13,\n",
       "             'hair': 3,\n",
       "             'as': 28,\n",
       "             'sexual': 8,\n",
       "             'pushing': 2,\n",
       "             'struggle': 2,\n",
       "             'domestic': 26,\n",
       "             'otherside': 2,\n",
       "             'has': 72,\n",
       "             'still': 21,\n",
       "             'someone': 17,\n",
       "             'through': 14,\n",
       "             'focusing': 2,\n",
       "             'forward': 6,\n",
       "             'come': 16,\n",
       "             'comes': 2,\n",
       "             'woman': 6,\n",
       "             'gets': 3,\n",
       "             'abused': 22,\n",
       "             'acceptable': 1,\n",
       "             'off': 12,\n",
       "             'victim': 8,\n",
       "             'say': 11,\n",
       "             'does': 6,\n",
       "             'week': 14,\n",
       "             'birthday': 2,\n",
       "             'consider': 2,\n",
       "             'dad': 13,\n",
       "             'grew': 7,\n",
       "             'up': 51,\n",
       "             'kid': 1,\n",
       "             'sexually': 3,\n",
       "             'violent': 13,\n",
       "             'friend': 14,\n",
       "             '25f': 2,\n",
       "             'late20sm': 1,\n",
       "             '72': 1,\n",
       "             'mom': 21,\n",
       "             'everything': 10,\n",
       "             'steals': 1,\n",
       "             'much': 11,\n",
       "             'preety': 2,\n",
       "             'head': 7,\n",
       "             'jaw': 1,\n",
       "             'mother': 32,\n",
       "             'opportunities': 1,\n",
       "             'exhausted': 1,\n",
       "             'successful': 1,\n",
       "             'professional': 1,\n",
       "             'lost': 10,\n",
       "             'yes': 1,\n",
       "             'gaslighting': 1,\n",
       "             'working': 6,\n",
       "             'love': 11,\n",
       "             'am': 39,\n",
       "             'once': 7,\n",
       "             'bombing': 2,\n",
       "             'girl': 9,\n",
       "             'walked': 4,\n",
       "             'bedroom': 2,\n",
       "             'another': 4,\n",
       "             'panicking': 1,\n",
       "             'amd': 1,\n",
       "             'they': 48,\n",
       "             'two': 16,\n",
       "             'more': 10,\n",
       "             'dumb': 4,\n",
       "             'fucking': 7,\n",
       "             'won': 7,\n",
       "             'let': 7,\n",
       "             'stay': 5,\n",
       "             'friends': 13,\n",
       "             'there': 22,\n",
       "             'punching': 2,\n",
       "             'holes': 1,\n",
       "             'then': 17,\n",
       "             'wall': 3,\n",
       "             'abuser': 36,\n",
       "             'arrested': 7,\n",
       "             'devastated': 1,\n",
       "             'trafficker': 1,\n",
       "             'order': 17,\n",
       "             'although': 2,\n",
       "             'restraining': 7,\n",
       "             'granted': 1,\n",
       "             'developed': 1,\n",
       "             'during': 5,\n",
       "             'aggressive': 2,\n",
       "             'hemorrhoids': 1,\n",
       "             'currently': 11,\n",
       "             'home': 7,\n",
       "             'work': 10,\n",
       "             'company': 1,\n",
       "             'amazing': 2,\n",
       "             'want': 20,\n",
       "             'back': 27,\n",
       "             'power': 1,\n",
       "             '2014': 2,\n",
       "             'bad': 12,\n",
       "             'feel': 25,\n",
       "             'together': 9,\n",
       "             'living': 7,\n",
       "             'recently': 14,\n",
       "             'past': 12,\n",
       "             'basically': 12,\n",
       "             'we': 46,\n",
       "             'moved': 10,\n",
       "             'dealt': 1,\n",
       "             'e': 20,\n",
       "             'wont': 2,\n",
       "             'hello': 3,\n",
       "             'comments': 4,\n",
       "             'nr6wf8': 2,\n",
       "             'r': 4,\n",
       "             'com': 4,\n",
       "             'domesticviolence': 4,\n",
       "             'rentals': 1,\n",
       "             'almost': 10,\n",
       "             'lived': 3,\n",
       "             'lot': 13,\n",
       "             'gues': 1,\n",
       "             'room': 4,\n",
       "             'dating': 5,\n",
       "             '4': 13,\n",
       "             'struggling': 5,\n",
       "             'focus': 2,\n",
       "             'points': 1,\n",
       "             'beat': 17,\n",
       "             'funny': 2,\n",
       "             'helpless': 2,\n",
       "             'shared': 1,\n",
       "             'shit': 8,\n",
       "             'photo': 1,\n",
       "             'prior': 1,\n",
       "             'few': 16,\n",
       "             'pass': 1,\n",
       "             'well': 7,\n",
       "             'half': 3,\n",
       "             'couple': 5,\n",
       "             'weeks': 8,\n",
       "             'hasn': 1,\n",
       "             'tired': 4,\n",
       "             'why': 11,\n",
       "             'hearing': 2,\n",
       "             'defend': 1,\n",
       "             'sit': 1,\n",
       "             'tell': 18,\n",
       "             'state': 2,\n",
       "             'people': 13,\n",
       "             'freaking': 2,\n",
       "             'learned': 5,\n",
       "             'narcissistic': 2,\n",
       "             'terms': 3,\n",
       "             'finally': 11,\n",
       "             '6': 7,\n",
       "             'ishandle': 1,\n",
       "             'technically': 1,\n",
       "             'also': 23,\n",
       "             'baby': 3,\n",
       "             'sold': 1,\n",
       "             'animal': 1,\n",
       "             'shelter': 3,\n",
       "             'money': 10,\n",
       "             'doggie': 1,\n",
       "             'kind': 8,\n",
       "             'god': 3,\n",
       "             'drinking': 3,\n",
       "             'every': 10,\n",
       "             'pain': 4,\n",
       "             'stop': 4,\n",
       "             'prayed': 2,\n",
       "             'both': 4,\n",
       "             'realized': 2,\n",
       "             'kill': 11,\n",
       "             '11': 2,\n",
       "             'threatened': 7,\n",
       "             'yesterday': 5,\n",
       "             'broke': 4,\n",
       "             'girlfriend': 8,\n",
       "             'came': 10,\n",
       "             'drunken': 3,\n",
       "             'occasion': 2,\n",
       "             'sharing': 3,\n",
       "             'other': 15,\n",
       "             'one': 34,\n",
       "             'publicly': 2,\n",
       "             'soo': 2,\n",
       "             \"he's\": 12,\n",
       "             'signed': 2,\n",
       "             'nice': 3,\n",
       "             'breaking': 6,\n",
       "             'against': 9,\n",
       "             'limbo': 2,\n",
       "             'cyberstalking': 2,\n",
       "             'trial': 2,\n",
       "             'awaiting': 2,\n",
       "             'expenses': 1,\n",
       "             'piling': 1,\n",
       "             'needs': 3,\n",
       "             'today': 5,\n",
       "             'debt': 1,\n",
       "             \"didn't\": 8,\n",
       "             'necessary': 1,\n",
       "             'house': 17,\n",
       "             'worse': 7,\n",
       "             '13': 3,\n",
       "             'chapter': 1,\n",
       "             'took': 4,\n",
       "             'bankruptcy': 1,\n",
       "             'coerced': 1,\n",
       "             'means': 2,\n",
       "             'completely': 3,\n",
       "             'escalated': 4,\n",
       "             'wanted': 14,\n",
       "             'where': 9,\n",
       "             'either': 5,\n",
       "             'fight': 3,\n",
       "             'point': 7,\n",
       "             'known': 4,\n",
       "             'experiences': 1,\n",
       "             'awful': 2,\n",
       "             'stalker': 1,\n",
       "             'bit': 9,\n",
       "             'dated': 2,\n",
       "             'our': 18,\n",
       "             'close': 3,\n",
       "             'many': 7,\n",
       "             'over': 17,\n",
       "             'guys': 5,\n",
       "             'talking': 9,\n",
       "             'legit': 1,\n",
       "             'hands': 2,\n",
       "             'randomly': 1,\n",
       "             'throat': 1,\n",
       "             'gonna': 6,\n",
       "             'teeth': 1,\n",
       "             'stuff': 4,\n",
       "             'statistics': 1,\n",
       "             'find': 6,\n",
       "             'super': 2,\n",
       "             'oke': 1,\n",
       "             'grabbing': 3,\n",
       "             'thing': 6,\n",
       "             'scientific': 1,\n",
       "             'always': 21,\n",
       "             'fast': 4,\n",
       "             'aunt': 3,\n",
       "             'skip': 1,\n",
       "             'details': 4,\n",
       "             \"i'll\": 5,\n",
       "             'domestically': 1,\n",
       "             'violence': 21,\n",
       "             'idea': 4,\n",
       "             'happens': 4,\n",
       "             'looking': 6,\n",
       "             \"i'm\": 40,\n",
       "             'drink': 3,\n",
       "             'bunch': 3,\n",
       "             'walls': 2,\n",
       "             'ground': 1,\n",
       "             'pushed': 5,\n",
       "             'threw': 3,\n",
       "             'lives': 6,\n",
       "             'control': 4,\n",
       "             'world': 1,\n",
       "             'verbally': 10,\n",
       "             \"can't\": 4,\n",
       "             'meaningful': 1,\n",
       "             'afford': 1,\n",
       "             'problem': 1,\n",
       "             'emotional': 8,\n",
       "             'horrible': 7,\n",
       "             'physical': 14,\n",
       "             'reading': 6,\n",
       "             'three': 4,\n",
       "             'esteem': 1,\n",
       "             'realizations': 1,\n",
       "             'self': 2,\n",
       "             'talked': 3,\n",
       "             'impact': 1,\n",
       "             'us': 9,\n",
       "             'big': 4,\n",
       "             'stays': 1,\n",
       "             'surprised': 3,\n",
       "             '29': 2,\n",
       "             'mongolia': 1,\n",
       "             'anyways': 3,\n",
       "             'piece': 1,\n",
       "             'day': 15,\n",
       "             'ride': 1,\n",
       "             'minute': 1,\n",
       "             'blue': 1,\n",
       "             'coaster': 1,\n",
       "             \"it's\": 6,\n",
       "             'hate': 4,\n",
       "             'good': 17,\n",
       "             'bastard': 1,\n",
       "             'here': 12,\n",
       "             'torn': 1,\n",
       "             'roller': 1,\n",
       "             'real': 1,\n",
       "             'need': 17,\n",
       "             'start': 7,\n",
       "             'doing': 5,\n",
       "             'deactivate': 1,\n",
       "             'extremely': 6,\n",
       "             'proceeded': 1,\n",
       "             'accounts': 4,\n",
       "             'forced': 4,\n",
       "             'ten': 2,\n",
       "             'stayed': 4,\n",
       "             'heard': 3,\n",
       "             'verbatim': 1,\n",
       "             'threaten': 1,\n",
       "             'apartment': 5,\n",
       "             'doesn': 3,\n",
       "             'job': 4,\n",
       "             'separated': 3,\n",
       "             'fights': 4,\n",
       "             'bail': 1,\n",
       "             'threats': 2,\n",
       "             'sending': 2,\n",
       "             'hacked': 1,\n",
       "             'media': 5,\n",
       "             'death': 2,\n",
       "             'social': 5,\n",
       "             \"i've\": 14,\n",
       "             'done': 6,\n",
       "             'im': 7,\n",
       "             'f21': 2,\n",
       "             'autistic': 1,\n",
       "             '3': 14,\n",
       "             'extended': 1,\n",
       "             'household': 2,\n",
       "             'uncle': 2,\n",
       "             'daughters': 2,\n",
       "             'left': 19,\n",
       "             '7': 8,\n",
       "             'l': 5,\n",
       "             'example': 2,\n",
       "             '23': 2,\n",
       "             'times': 10,\n",
       "             'tonight': 3,\n",
       "             'go': 21,\n",
       "             'anymore': 7,\n",
       "             'livehere': 1,\n",
       "             'nowjere': 1,\n",
       "             'cause': 3,\n",
       "             'oh': 2,\n",
       "             'hurting': 3,\n",
       "             'suspected': 1,\n",
       "             'lied': 1,\n",
       "             'bruised': 4,\n",
       "             'beaten': 2,\n",
       "             'hi': 4,\n",
       "             'reddit': 3,\n",
       "             'controls': 1,\n",
       "             'finances': 3,\n",
       "             \"household's\": 1,\n",
       "             'aspects': 1,\n",
       "             'aunts': 1,\n",
       "             'hitting': 5,\n",
       "             'were': 15,\n",
       "             'started': 14,\n",
       "             'exploded': 1,\n",
       "             'arguing': 3,\n",
       "             'abusing': 4,\n",
       "             'killing': 2,\n",
       "             'else': 4,\n",
       "             'severe': 3,\n",
       "             'anyone': 10,\n",
       "             'trigger': 5,\n",
       "             'cptsd': 1,\n",
       "             'first': 17,\n",
       "             'mentally': 6,\n",
       "             'yacht': 3,\n",
       "             'inviting': 1,\n",
       "             'party': 3,\n",
       "             'flash': 1,\n",
       "             '18': 4,\n",
       "             'something': 14,\n",
       "             'bond': 1,\n",
       "             'upfront': 1,\n",
       "             'renting': 2,\n",
       "             'rent': 3,\n",
       "             'till': 4,\n",
       "             'think': 13,\n",
       "             'appreciate': 1,\n",
       "             'greatly': 1,\n",
       "             'advice': 11,\n",
       "             \"i'd\": 3,\n",
       "             '23f': 1,\n",
       "             '24m': 1,\n",
       "             'young': 7,\n",
       "             'christmas': 2,\n",
       "             'share': 5,\n",
       "             'sibling': 3,\n",
       "             'may': 1,\n",
       "             'suspect': 2,\n",
       "             'take': 8,\n",
       "             'cannot': 2,\n",
       "             'neighbors': 2,\n",
       "             'building': 3,\n",
       "             '36m': 1,\n",
       "             'parental': 1,\n",
       "             'children': 11,\n",
       "             'member': 2,\n",
       "             'due': 5,\n",
       "             'termination': 1,\n",
       "             'rights': 1,\n",
       "             'adopting': 1,\n",
       "             'are': 27,\n",
       "             'place': 7,\n",
       "             'wrong': 4,\n",
       "             'gang': 1,\n",
       "             'hang': 4,\n",
       "             'members': 2,\n",
       "             'strangled': 2,\n",
       "             'hung': 1,\n",
       "             'alot': 2,\n",
       "             'mental': 5,\n",
       "             'valentines': 1,\n",
       "             'which': 8,\n",
       "             'facility': 1,\n",
       "             'hospital': 4,\n",
       "             'spent': 5,\n",
       "             \"wasn't\": 3,\n",
       "             'health': 4,\n",
       "             'true': 1,\n",
       "             'doctors': 2,\n",
       "             'down': 11,\n",
       "             'total': 3,\n",
       "             'learning': 2,\n",
       "             'age': 4,\n",
       "             'picked': 1,\n",
       "             'noise': 2,\n",
       "             'downstairs': 1,\n",
       "             'ran': 2,\n",
       "             'spun': 1,\n",
       "             'see': 9,\n",
       "             'saw': 5,\n",
       "             'second': 2,\n",
       "             'memory': 3,\n",
       "             'witnessing': 1,\n",
       "             'child': 7,\n",
       "             'reliasing': 1,\n",
       "             'end': 5,\n",
       "             'needed': 3,\n",
       "             'strength': 3,\n",
       "             'conclusion': 1,\n",
       "             'poly': 1,\n",
       "             'cackling': 1,\n",
       "             'wife': 8,\n",
       "             'serious': 1,\n",
       "             'turned': 7,\n",
       "             'situation': 8,\n",
       "             'stalking': 2,\n",
       "             'incident': 3,\n",
       "             'kids': 3,\n",
       "             'attacked': 4,\n",
       "             'protection': 6,\n",
       "             'mums': 2,\n",
       "             \"hasn't\": 1,\n",
       "             'though': 9,\n",
       "             'probably': 2,\n",
       "             'isn': 2,\n",
       "             'sure': 8,\n",
       "             'too': 10,\n",
       "             'others': 3,\n",
       "             'counts': 1,\n",
       "             'ask': 2,\n",
       "             'opinion': 1,\n",
       "             'compared': 1,\n",
       "             'dramatic': 1,\n",
       "             'mate': 2,\n",
       "             'assaulted': 4,\n",
       "             'sleep': 2,\n",
       "             'covid': 4,\n",
       "             'decided': 7,\n",
       "             'w': 1,\n",
       "             'quarantine': 1,\n",
       "             'fairly': 1,\n",
       "             'new': 7,\n",
       "             'tw': 4,\n",
       "             'read': 2,\n",
       "             'posts': 1,\n",
       "             'slapped': 3,\n",
       "             'sub': 1,\n",
       "             'look': 3,\n",
       "             'https': 1,\n",
       "             'www': 1,\n",
       "             'cook': 1,\n",
       "             'amp': 15,\n",
       "             'gave': 3,\n",
       "             'recharged': 1,\n",
       "             'apply': 2,\n",
       "             'plate': 1,\n",
       "             'disconnected': 1,\n",
       "             'guy': 16,\n",
       "             'information': 1,\n",
       "             'service': 1,\n",
       "             'track': 1,\n",
       "             'below': 1,\n",
       "             'location': 3,\n",
       "             'pressure': 1,\n",
       "             'could': 14,\n",
       "             'number': 3,\n",
       "             'vehicle': 3,\n",
       "             'authorities': 3,\n",
       "             'sitting': 2,\n",
       "             'fell': 4,\n",
       "             'straight': 2,\n",
       "             'couch': 1,\n",
       "             'shoved': 2,\n",
       "             'floor': 5,\n",
       "             'rose': 1,\n",
       "             'quick': 1,\n",
       "             'leg': 2,\n",
       "             'concussion': 1,\n",
       "             'psychology': 1,\n",
       "             'united': 2,\n",
       "             'degree': 2,\n",
       "             'masters': 1,\n",
       "             'care': 6,\n",
       "             'certified': 1,\n",
       "             'fix': 2,\n",
       "             '2013': 1,\n",
       "             'actively': 1,\n",
       "             'pc': 1,\n",
       "             'please': 5,\n",
       "             '9': 3,\n",
       "             'maybe': 6,\n",
       "             'term': 1,\n",
       "             'several': 2,\n",
       "             'drop': 1,\n",
       "             'deff': 1,\n",
       "             'makes': 1,\n",
       "             'yet': 3,\n",
       "             'sense': 2,\n",
       "             'business': 1,\n",
       "             'saved': 2,\n",
       "             'no': 22,\n",
       "             'hat': 1,\n",
       "             'move': 6,\n",
       "             'felt': 4,\n",
       "             'stuck': 2,\n",
       "             \"doesn't\": 2,\n",
       "             'often': 1,\n",
       "             '4am': 1,\n",
       "             'woke': 2,\n",
       "             'screaming': 1,\n",
       "             'bonkers': 1,\n",
       "             '2007': 1,\n",
       "             'made': 4,\n",
       "             'flipped': 1,\n",
       "             'soon': 3,\n",
       "             'lockdowns': 1,\n",
       "             'moving': 8,\n",
       "             'cut': 3,\n",
       "             'ties': 1,\n",
       "             'possibly': 1,\n",
       "             'hopes': 1,\n",
       "             'receiving': 1,\n",
       "             'snuck': 1,\n",
       "             'bathroom': 1,\n",
       "             'morning': 4,\n",
       "             '12': 2,\n",
       "             'm': 2,\n",
       "             'guess': 2,\n",
       "             '60': 1,\n",
       "             'current': 3,\n",
       "             '64': 1,\n",
       "             '30': 3,\n",
       "             'slapping': 2,\n",
       "             'destroying': 1,\n",
       "             'belongings': 1,\n",
       "             'fwb': 1,\n",
       "             'apologize': 1,\n",
       "             'post': 5,\n",
       "             'messages': 1,\n",
       "             'instagram': 2,\n",
       "             'advance': 1,\n",
       "             'agreed': 1,\n",
       "             'exchanged': 1,\n",
       "             'met': 11,\n",
       "             'show': 5,\n",
       "             'born': 2,\n",
       "             'raised': 2,\n",
       "             'argentina': 1,\n",
       "             'breath': 2,\n",
       "             'trying': 10,\n",
       "             'catch': 1,\n",
       "             'regain': 1,\n",
       "             'reaching': 3,\n",
       "             'possible': 3,\n",
       "             'vent': 2,\n",
       "             'life': 20,\n",
       "             'avoid': 1,\n",
       "             'contact': 12,\n",
       "             'usually': 1,\n",
       "             'harm': 1,\n",
       "             'psychologically': 2,\n",
       "             'herself': 1,\n",
       "             'suffered': 1,\n",
       "             'twice': 4,\n",
       "             'violently': 1,\n",
       "             'didnt': 1,\n",
       "             \"she's\": 7,\n",
       "             'cracks': 1,\n",
       "             'pack': 2,\n",
       "             '1': 6,\n",
       "             'getaway': 1,\n",
       "             'front': 4,\n",
       "             'choke': 1,\n",
       "             'barely': 2,\n",
       "             'fake': 1,\n",
       "             'believe': 3,\n",
       "             'gotta': 1,\n",
       "             'thought': 7,\n",
       "             'stand': 1,\n",
       "             'guilty': 1,\n",
       "             'sometimes': 2,\n",
       "             'very': 16,\n",
       "             'babe': 1,\n",
       "             'next': 9,\n",
       "             'terrified': 2,\n",
       "             'jail': 4,\n",
       "             'difficult': 3,\n",
       "             'briefly': 2,\n",
       "             'judge': 3,\n",
       "             \"wouldn't\": 1,\n",
       "             'grant': 2,\n",
       "             'typically': 1,\n",
       "             'pleas': 1,\n",
       "             'medical': 2,\n",
       "             'donation': 1,\n",
       "             'visit': 1,\n",
       "             'bill': 1,\n",
       "             'marks': 1,\n",
       "             'hour': 1,\n",
       "             'aware': 2,\n",
       "             'insults': 5,\n",
       "             'coparent': 1,\n",
       "             'helped': 3,\n",
       "             'window': 1,\n",
       "             '911': 1,\n",
       "             'empathetic': 1,\n",
       "             'react': 1,\n",
       "             'expected': 3,\n",
       "             'open': 2,\n",
       "             'rant': 2,\n",
       "             'isbmore': 1,\n",
       "             'suggestions': 2,\n",
       "             'thinking': 8,\n",
       "             'might': 3,\n",
       "             'pretty': 5,\n",
       "             'cat': 4,\n",
       "             'worried': 4,\n",
       "             'fam': 2,\n",
       "             'minutes': 1,\n",
       "             'mailboxes': 1,\n",
       "             'standing': 1,\n",
       "             'saying': 6,\n",
       "             '15': 2,\n",
       "             'near': 1,\n",
       "             'traumatized': 2,\n",
       "             'brutal': 1,\n",
       "             'warning': 3,\n",
       "             'nonstop': 1,\n",
       "             'explicit': 1,\n",
       "             'tried': 9,\n",
       "             'beating': 5,\n",
       "             'strangling': 1,\n",
       "             'ended': 4,\n",
       "             'fingering': 1,\n",
       "             'background': 2,\n",
       "             'shambles': 1,\n",
       "             'afraid': 3,\n",
       "             'will': 15,\n",
       "             'knows': 6,\n",
       "             'feeling': 4,\n",
       "             'adhd': 2,\n",
       "             'bipolar': 2,\n",
       "             'disorder': 3,\n",
       "             'blood': 2,\n",
       "             'better': 4,\n",
       "             'loved': 3,\n",
       "             'insulted': 2,\n",
       "             'definite': 2,\n",
       "             'triggers': 2,\n",
       "             'general': 3,\n",
       "             'association': 2,\n",
       "             'routine': 3,\n",
       "             'change': 3,\n",
       "             'bereavement': 2,\n",
       "             'son': 3,\n",
       "             'turning': 2,\n",
       "             '14': 2,\n",
       "             'less': 3,\n",
       "             'recovery': 1,\n",
       "             'medication': 2,\n",
       "             'sees': 1,\n",
       "             'doctor': 1,\n",
       "             'therapist': 1,\n",
       "             'without': 6,\n",
       "             'problematic': 1,\n",
       "             'telling': 8,\n",
       "             'huge': 3,\n",
       "             'downward': 1,\n",
       "             'spiral': 1,\n",
       "             'denied': 2,\n",
       "             'solve': 1,\n",
       "             'depend': 2,\n",
       "             'major': 1,\n",
       "             'issues': 3,\n",
       "             'adult': 2,\n",
       "             'own': 4,\n",
       "             'bowls': 2,\n",
       "             'ordered': 1,\n",
       "             'finished': 2,\n",
       "             'punch': 1,\n",
       "             '240': 1,\n",
       "             'grossly': 1,\n",
       "             'pet': 1,\n",
       "             'rabbit': 1,\n",
       "             'helps': 1,\n",
       "             'tl': 2,\n",
       "             'dr': 2,\n",
       "             'agent': 1,\n",
       "             'parole': 1,\n",
       "             'getting': 9,\n",
       "             'contacted': 2,\n",
       "             'prison': 2,\n",
       "             'halloween': 1,\n",
       "             'assigned': 1,\n",
       "             'matching': 1,\n",
       "             'tattoos': 1,\n",
       "             'trap': 1,\n",
       "             'engaged': 2,\n",
       "             'kindergarten': 2,\n",
       "             'hated': 2,\n",
       "             'active': 1,\n",
       "             'create': 1,\n",
       "             'whom': 2,\n",
       "             'kicked': 2,\n",
       "             'enables': 1,\n",
       "             'fathers': 2,\n",
       "             'plan': 3,\n",
       "             'driving': 1,\n",
       "             '8hrs': 1,\n",
       "             'taken': 4,\n",
       "             'via': 1,\n",
       "             'confronted': 1,\n",
       "             'anger': 6,\n",
       "             'important': 1,\n",
       "             'tag': 1,\n",
       "             'multiple': 4,\n",
       "             'should': 8,\n",
       "             'steps': 2,\n",
       "             ...})"
      ]
     },
     "execution_count": 265,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tokenizer.word_docs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 266,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2122"
      ]
     },
     "execution_count": 266,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "V= len(tokenizer.word_docs) # NO OF UNIQUE TOKENS\n",
    "V"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 267,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Pad TRAIN DATA sequences with max length T "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 268,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_train = pad_sequences(sequences_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 269,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[   0,    0,    0, ...,    9,    4, 1023],\n",
       "       [   0,    0,    0, ...,  119,   23,   45],\n",
       "       [   0,    0,    0, ...,    4,   23,  255],\n",
       "       ...,\n",
       "       [   0,    0,    0, ...,   79,  105,  750],\n",
       "       [   0,    0,    0, ...,  213,  176,  620],\n",
       "       [   0,    0,    0, ...,  448,   10,    3]], dtype=int32)"
      ]
     },
     "execution_count": 269,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 270,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(800, 631)"
      ]
     },
     "execution_count": 270,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_train.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 271,
   "metadata": {},
   "outputs": [],
   "source": [
    "T= data_train.shape[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 272,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "631"
      ]
     },
     "execution_count": 272,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 273,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Pad TEST DATA sequences with max length T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 274,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "id": "b6He4SKO-qci",
    "outputId": "750eaed8-3622-4d46-a209-0900812e6b28"
   },
   "outputs": [],
   "source": [
    "data_test = pad_sequences(sequences_test, maxlen=T)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 275,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[  0,   0,   0, ..., 514, 185,  10],\n",
       "       [  0,   0,   0, ..., 296,   2, 144],\n",
       "       [  0,   0,   0, ...,  43, 156, 560],\n",
       "       ...,\n",
       "       [  0,   0,   0, ...,   3,  44,  23],\n",
       "       [  0,   0,   0, ...,   5, 954,  45],\n",
       "       [  0,   0,   0, ...,  19,  79, 227]], dtype=int32)"
      ]
     },
     "execution_count": 275,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 276,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(800, 631)"
      ]
     },
     "execution_count": 276,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_train.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 277,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(200, 631)"
      ]
     },
     "execution_count": 277,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_test.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 278,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "631"
      ]
     },
     "execution_count": 278,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_train.shape[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 279,
   "metadata": {},
   "outputs": [],
   "source": [
    "V= len(tokenizer.word_docs)\n",
    "T = data_train.shape[1] #features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 280,
   "metadata": {},
   "outputs": [],
   "source": [
    " #TF SHAPES\n",
    "#   2000(word_embeddings) x D(just choose dimensions)x  T 162(features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 281,
   "metadata": {
    "id": "sFnA0eiI-2BM"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model: \"model_21\"\n",
      "_________________________________________________________________\n",
      " Layer (type)                Output Shape              Param #   \n",
      "=================================================================\n",
      " input_24 (InputLayer)       [(None, 631)]             0         \n",
      "                                                                 \n",
      " embedding_24 (Embedding)    (None, 631, 20)           42460     \n",
      "                                                                 \n",
      " lstm_21 (LSTM)              (None, 631, 15)           2160      \n",
      "                                                                 \n",
      " global_max_pooling1d_21 (Gl  (None, 15)               0         \n",
      " obalMaxPooling1D)                                               \n",
      "                                                                 \n",
      " dense_21 (Dense)            (None, 1)                 16        \n",
      "                                                                 \n",
      "=================================================================\n",
      "Total params: 44,636\n",
      "Trainable params: 44,636\n",
      "Non-trainable params: 0\n",
      "_________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "# Create the model\n",
    "\n",
    "# We get to choose embedding dimensionality\n",
    "D = 20\n",
    "\n",
    "# Hidden state dimensionality\n",
    "M = 15\n",
    "\n",
    "# Note: we actually want to the size of the embedding to (V + 1) x D,\n",
    "# because the first index starts from 1 and not 0.\n",
    "# Thus, if the final index of the embedding matrix is V,\n",
    "# then it actually must have size V + 1.\n",
    "\n",
    "i = Input(shape=(T,))\n",
    "x = Embedding(V + 1, D)(i) #return word vectors \n",
    "x = LSTM(M, return_sequences=True)(x) \n",
    "x = GlobalMaxPooling1D()(x)  #long term dependancies\n",
    "x = Dense(1, activation='sigmoid')(x) #binary\n",
    "\n",
    "model = Model(i, x)\n",
    "model.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 282,
   "metadata": {},
   "outputs": [],
   "source": [
    "#COMPILE THE MODEL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 285,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 411
    },
    "id": "DyBTI9wr_cvG",
    "outputId": "96d12aa2-156f-4503-a57d-a9a779939b42"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "Epoch 1/15\n",
      "25/25 [==============================] - 4s 102ms/step - loss: 0.2131 - accuracy: 0.9613 - val_loss: 0.5251 - val_accuracy: 0.8150\n",
      "Epoch 2/15\n",
      "25/25 [==============================] - 2s 91ms/step - loss: 0.1822 - accuracy: 0.9663 - val_loss: 0.5128 - val_accuracy: 0.8150\n",
      "Epoch 3/15\n",
      "25/25 [==============================] - 2s 92ms/step - loss: 0.1635 - accuracy: 0.9663 - val_loss: 0.4908 - val_accuracy: 0.8150\n",
      "Epoch 4/15\n",
      "25/25 [==============================] - 2s 92ms/step - loss: 0.1514 - accuracy: 0.9663 - val_loss: 0.5071 - val_accuracy: 0.8150\n",
      "Epoch 5/15\n",
      "25/25 [==============================] - 2s 93ms/step - loss: 0.1307 - accuracy: 0.9762 - val_loss: 0.5200 - val_accuracy: 0.8150\n",
      "Epoch 6/15\n",
      "25/25 [==============================] - 2s 92ms/step - loss: 0.1222 - accuracy: 0.9800 - val_loss: 0.5453 - val_accuracy: 0.8000\n",
      "Epoch 7/15\n",
      "25/25 [==============================] - 2s 93ms/step - loss: 0.1072 - accuracy: 0.9800 - val_loss: 0.5285 - val_accuracy: 0.8200\n",
      "Epoch 8/15\n",
      "25/25 [==============================] - 2s 93ms/step - loss: 0.1100 - accuracy: 0.9775 - val_loss: 0.5231 - val_accuracy: 0.8200\n",
      "Epoch 9/15\n",
      "25/25 [==============================] - 2s 94ms/step - loss: 0.0927 - accuracy: 0.9787 - val_loss: 0.6137 - val_accuracy: 0.8200\n",
      "Epoch 10/15\n",
      "25/25 [==============================] - 2s 92ms/step - loss: 0.0838 - accuracy: 0.9837 - val_loss: 0.5653 - val_accuracy: 0.8150\n",
      "Epoch 11/15\n",
      "25/25 [==============================] - 2s 92ms/step - loss: 0.0764 - accuracy: 0.9850 - val_loss: 0.5699 - val_accuracy: 0.8200\n",
      "Epoch 12/15\n",
      "25/25 [==============================] - 2s 92ms/step - loss: 0.0698 - accuracy: 0.9862 - val_loss: 0.6320 - val_accuracy: 0.7950\n",
      "Epoch 13/15\n",
      "25/25 [==============================] - 2s 93ms/step - loss: 0.0658 - accuracy: 0.9875 - val_loss: 0.5886 - val_accuracy: 0.8200\n",
      "Epoch 14/15\n",
      "25/25 [==============================] - 2s 93ms/step - loss: 0.0641 - accuracy: 0.9875 - val_loss: 0.6458 - val_accuracy: 0.8100\n",
      "Epoch 15/15\n",
      "25/25 [==============================] - 2s 94ms/step - loss: 0.0552 - accuracy: 0.9887 - val_loss: 0.6231 - val_accuracy: 0.8150\n"
     ]
    }
   ],
   "source": [
    "# Compile and fit\n",
    "model.compile(\n",
    "  loss='binary_crossentropy',\n",
    "  optimizer='adam',\n",
    "  metrics=['accuracy']\n",
    ")\n",
    "\n",
    "\n",
    "print('Training model...')\n",
    "r = model.fit(\n",
    "  data_train,\n",
    "  Ytrain,\n",
    "  epochs=15,\n",
    "  validation_data=(data_test, Ytest)\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 286,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 287,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 286
    },
    "id": "j636obn9CE7A",
    "outputId": "915b8adc-1777-4bcb-8cd6-1dfe49949cb4"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7fa60538fbe0>"
      ]
     },
     "execution_count": 287,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,5))\n",
    "\n",
    "\n",
    "plt.plot(r.history['loss'], label='loss')\n",
    "plt.plot(r.history['val_loss'], label='val_loss' , color=\"red\")\n",
    "plt.grid()\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 288,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 286
    },
    "id": "QIK6WwUNCGlR",
    "outputId": "84752f30-bb9c-4a06-9fa0-30341c5728df"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7fa608f685b0>"
      ]
     },
     "execution_count": 288,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,5))\n",
    "\n",
    "plt.plot(r.history['accuracy'], label='acc')\n",
    "plt.plot(r.history['val_accuracy'], label='val_acc',color=\"red\")\n",
    "plt.grid()\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 289,
   "metadata": {},
   "outputs": [],
   "source": [
    "#LETS PREDICT IT .. FUN PART"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 290,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Reset the index in test data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 291,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "501      my late husband was my soulmate and he passe...\n",
       "385     My mother and stepfather are coming to help m...\n",
       "327       Today we got into an argument and it escala...\n",
       "535    I have an abusive older brother (in his early ...\n",
       "826     We started arguing then he choked me and I co...\n",
       "                             ...                        \n",
       "531      I don't know where else to spill these feelings\n",
       "156       I told him I've been getting sexually abuse...\n",
       "513     I want to take some action against him but my...\n",
       "544     I am a 22 year old girl and my last relations...\n",
       "62     I know there easy answer is to block him but m...\n",
       "Name: data, Length: 200, dtype: object"
      ]
     },
     "execution_count": 291,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 292,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_test2=df_test.reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 293,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_test2=df_test2.drop(columns=[\"index\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 294,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(200, 1)"
      ]
     },
     "execution_count": 294,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_test2.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 295,
   "metadata": {},
   "outputs": [],
   "source": [
    "#exploration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 296,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "data    Hi guys\n",
       "Name: 38, dtype: object"
      ]
     },
     "execution_count": 296,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_test2.loc[38]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 297,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Hi guys'"
      ]
     },
     "execution_count": 297,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_test2.loc[38][0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 298,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(200,)"
      ]
     },
     "execution_count": 298,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Ytest.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 299,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 299,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Ytest[38]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 300,
   "metadata": {},
   "outputs": [],
   "source": [
    "#indexes for all the spam"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 301,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([  1,   2,   3,   4,   6,   8,   9,  14,  15,  22,  24,  25,  28,\n",
       "         30,  32,  37,  40,  44,  45,  46,  49,  50,  51,  52,  53,  56,\n",
       "         59,  61,  64,  66,  67,  68,  71,  72,  73,  74,  76,  77,  80,\n",
       "         81,  83,  87,  89,  91,  92,  94,  99, 100, 102, 105, 106, 107,\n",
       "        108, 109, 110, 114, 121, 122, 123, 124, 127, 129, 130, 134, 136,\n",
       "        138, 139, 142, 147, 149, 150, 151, 155, 157, 158, 161, 166, 167,\n",
       "        172, 173, 176, 177, 178, 180, 181, 182, 184, 185, 186, 189, 191,\n",
       "        192, 196, 197, 199]),)"
      ]
     },
     "execution_count": 301,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.where(Ytest==1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 302,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 302,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Ytest[45]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 304,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "data     My mother and stepfather are coming to help m...\n",
       "Name: 1, dtype: object"
      ]
     },
     "execution_count": 304,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_test2.loc[1]"
   ]
  }
 ],
 "metadata": {
  "accelerator": "GPU",
  "colab": {
   "collapsed_sections": [],
   "name": "TF2.0 Spam Detection RNN.ipynb",
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}