data_preprocess-2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import math\n",
    "import os\n",
    "import random\n",
    "import re\n",
    "from collections import Counter, OrderedDict\n",
    "import matplotlib.pyplot as plt\n",
    "from itertools import chain\n",
    "from functools import reduce\n",
    "from statistics import mean, median, mode\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from multiprocessing import Pool\n",
    "import re\n",
    "\n",
    "from utils import loadpkl, flatten_1_deg, savepkl\n",
    "from data_preprocess2 import tokenize_str, tokenize_table,read_table\n",
    "from trec import mp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import spacy\n",
    "\n",
    "# spacy.prefer_gpu()\n",
    "nlp = spacy.load(\"en_core_web_md\")\n",
    "nlp.add_pipe(nlp.create_pipe(\"merge_entities\"))\n",
    "nlp.add_pipe(nlp.create_pipe(\"merge_noun_chunks\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def table_shape_stats(X):\n",
    "    t_sh = []\n",
    "    for table in X:\n",
    "        t_sh.append(np.array(table).shape[:2])\n",
    "    print(f\"Total shapes: {len(t_sh)}, unqiue: {len(list(set(t_sh)))}\\n\")\n",
    "\n",
    "    sh_distr = Counter(t_sh)\n",
    "    t_s = list(sh_distr.keys())\n",
    "    t_s_i = list(range(len(t_s)))\n",
    "    t_s_val = [sh_distr[i] for i in sh_distr.keys()]\n",
    "    \n",
    "    sh_distr = sorted(list(zip(t_s,t_s_val)),key=lambda x:x[1],reverse=True)\n",
    "    print(f\"Shape distribution: {sh_distr}\\n\")\n",
    "    return t_sh, t_s, t_s_i, t_s_val\n",
    "\n",
    "def get_avg_table_sh(X):\n",
    "    t_sh, t_s, t_s_i, t_s_val = table_shape_stats(X)\n",
    "    r = sum([a*b for a,b in list(zip([x[0] for x in t_s],t_s_val))])/len(t_sh)\n",
    "    c = sum([a*b for a,b in list(zip([x[1] for x in t_s],t_s_val))])/len(t_sh)\n",
    "    print(f\"shape: {r}  x  {c}\")\n",
    "    \n",
    "def cell_stats(X):\n",
    "    all_cells = flatten_1_deg(flatten_1_deg(X.tolist()))\n",
    "    print(f\"Total cells: {len(all_cells)}, unqiue: {len(list(map(list, set(map(lambda i: tuple(i), all_cells)))))}\\n\")\n",
    "\n",
    "    all_cells_len = list(map(lambda i: len(i), all_cells))\n",
    "    cell_len_distr = Counter(all_cells_len)\n",
    "    cell_len_distr = sorted(cell_len_distr.items(), key=lambda i: i[0])\n",
    "    c_len,c_len_val = list(zip(*cell_len_distr))\n",
    "\n",
    "    print(f\"cell_len_distr: {cell_len_distr}\")\n",
    "    return all_cells, all_cells_len, c_len, c_len_val, cell_len_distr"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Filter functions for table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def remove_empty_tables(tables):\n",
    "    e_t = []\n",
    "    for i in range(len(tables)):\n",
    "        if np.array(tables[i]).size==0:\n",
    "            e_t.append(i)\n",
    "    return np.delete(tables,e_t)  \n",
    "\n",
    "def remove_empty_cols(table):\n",
    "    def check_cell_validity(column):\n",
    "        c = 0\n",
    "        for i in column:\n",
    "            if len(i) == 0:\n",
    "                c += 1\n",
    "        r = c/len(column)\n",
    "        if r==1:\n",
    "            return True\n",
    "#         elif r >= 0.7 and len(column)>4:\n",
    "#             return True\n",
    "        return False\n",
    "    \n",
    "    data = np.array(table)\n",
    "    col = 0\n",
    "    while(col < data.shape[1]):\n",
    "        if check_cell_validity(data[:, col]):\n",
    "            data = np.delete(data, col, 1)\n",
    "        else:\n",
    "            col += 1\n",
    "    return data.tolist()\n",
    "\n",
    "def remove_empty_rows(table):\n",
    "    def check_cell_validity(row):\n",
    "        c = 0\n",
    "        for i in row:\n",
    "            if len(i) == 0:\n",
    "                c += 1\n",
    "        r = c/len(row)\n",
    "        if r==1:\n",
    "            return True\n",
    "        return False\n",
    "    \n",
    "    data = np.array(table)\n",
    "    row = 0\n",
    "    while(row < data.shape[0]):\n",
    "        if check_cell_validity(data[row,:]):\n",
    "            data = np.delete(data, row, 0)\n",
    "        else:\n",
    "            row += 1\n",
    "    return data.tolist()\n",
    "\n",
    "def remove_dupl_rows(table):\n",
    "    t=[]\n",
    "    for row in table:\n",
    "        if row not in t:\n",
    "            t.append(row)\n",
    "    return t\n",
    "\n",
    "def remove_dupl_cols(table):\n",
    "    table = np.array(table)\n",
    "    if len(table.shape)==3:\n",
    "        table_t = np.transpose(table,(1,0,2)).tolist()\n",
    "    elif len(table.shape)==2:\n",
    "        table_t = np.transpose(table,(1,0)).tolist()\n",
    "    t=[]\n",
    "    for row in table_t:\n",
    "        if row not in t:\n",
    "            t.append(row)\n",
    "    if len(table.shape)==3:\n",
    "        f_table = np.transpose(np.array(t),(1,0,2)).tolist()\n",
    "    elif len(table.shape)==2:\n",
    "        f_table = np.transpose(np.array(t),(1,0)).tolist()\n",
    "    return f_table\n",
    "\n",
    "def remove_1x1_table(X):\n",
    "    ts_1 = []\n",
    "    for i in range(len(X)):\n",
    "        if np.array(X[i]).shape[:2] == (1,1):\n",
    "            ts_1.append(i)\n",
    "    return np.delete(X,ts_1)  \n",
    "\n",
    "def preprocess(X):\n",
    "    X = remove_empty_tables(X)\n",
    "    print(X.shape)\n",
    "    for i in range(len(X)):\n",
    "        X[i] = remove_empty_cols(X[i])\n",
    "    print(X.shape)\n",
    "    X = remove_empty_tables(X)\n",
    "    print(X.shape)\n",
    "\n",
    "    for i in range(len(X)):\n",
    "        X[i] = remove_empty_rows(X[i])\n",
    "    print(X.shape)\n",
    "    X = remove_empty_tables(X)\n",
    "    print(X.shape)\n",
    "\n",
    "    for i in range(len(X)):\n",
    "        X[i] = remove_dupl_cols(X[i])\n",
    "    print(X.shape)\n",
    "    X = remove_empty_tables(X)\n",
    "    print(X.shape)\n",
    "\n",
    "    for i in range(len(X)):\n",
    "        X[i] = remove_dupl_rows(X[i])\n",
    "    print(X.shape)\n",
    "    X = remove_empty_tables(X)\n",
    "    print(X.shape)\n",
    "    return X"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Table split functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def split_data(data):\n",
    "    data = np.array(data)\n",
    "    (row_shape, column_shape) = data.shape[:2]\n",
    "\n",
    "    blocks_per_row = math.ceil(row_shape/MAX_ROW_LEN)\n",
    "    blocks_per_column = math.ceil(column_shape/MAX_COL_LEN)\n",
    "    previous_row = 0\n",
    "    for row_block in range(blocks_per_row):\n",
    "        previous_row = row_block * MAX_ROW_LEN\n",
    "        previous_column = 0\n",
    "        for column_block in range(blocks_per_column):\n",
    "            previous_column = column_block * MAX_COL_LEN\n",
    "            block = data[previous_row:previous_row + MAX_ROW_LEN,\n",
    "                         previous_column:previous_column + MAX_COL_LEN]\n",
    "            yield block\n",
    "\n",
    "\n",
    "def split_overflow_table(j):\n",
    "    X = []\n",
    "    numDataRows, numCols = np.array(j).shape[:2]\n",
    "    \n",
    "    if numCols > MAX_COL_LEN or numDataRows > MAX_ROW_LEN:\n",
    "        # print('Splitting the data')\n",
    "        splits = split_data(j)\n",
    "        for v in splits:\n",
    "            if v.size != 0:\n",
    "                # print('Adding split data')\n",
    "                X.append(v.tolist())\n",
    "    else:\n",
    "        X.append(j)\n",
    "\n",
    "    return X"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Cleaning function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def clean(table):\n",
    "    to_rem = ['=','{','}','</', ':#','\\\\\\\\','\\\\','3px']\n",
    "    to_rep_dash = ['(','),',')','&amp',',_',':_','/_','+_']\n",
    "    to_rep_sp = ['|','?',':','#','~','$','^','\\\\n',';','@']\n",
    "    to_rep_dash_rgx = \"\\(|\\),|,_|\\)|&amp|:_|/_|\\+_\"\n",
    "    to_rep_sp_rgx = \"\\||\\?|\\:|#|~|\\$|\\^|\\\\n|;|@\"\n",
    "    \n",
    "    def clean_cell(cell):\n",
    "        tmp = []\n",
    "        for w in cell[:]:\n",
    "            if any(c in w for c in to_rem):\n",
    "                cell.remove(w)\n",
    "            elif any(c in w for c in to_rep_dash) or any(c in w for c in to_rep_sp):\n",
    "                if any(c in w for c in to_rep_sp):\n",
    "                    t = re.sub(to_rep_sp_rgx, \" \", re.sub(to_rep_dash_rgx, \"_\", w))\n",
    "                else:\n",
    "                    t = re.sub(to_rep_dash_rgx, \"_\", w)\n",
    "                nw = ' '.join(list(filter(None,re.split(\" _|_ \", t))))\n",
    "                nw = '_'.join(list(filter(None,re.split(\"_\", nw))))\n",
    "                tmp.append(nw)\n",
    "                cell.remove(w)\n",
    "        cell_ = cell+tmp\n",
    "        return tokenize_str(\" \".join(list(dict.fromkeys(cell_))))\n",
    "                \n",
    "#                 for c in to_rep_dash:\n",
    "#                     if c in w:\n",
    "#                         if (c=='(' or c=='),'):\n",
    "#                             nw = '_'.join(list(filter(None, w.replace('(','_').replace('),','_').split('_'))))\n",
    "#                         else:\n",
    "#                             nw = '_'.join(list(filter(None, w.replace(c,'_').split('_'))))\n",
    "#                         tmp.append(tokenize_str(nw))\n",
    "#                         cell.remove(w)\n",
    "#                         break\n",
    "#             elif any(c in w for c in to_rep_sp):\n",
    "#                 nw = '_'.join(list(filter(None, re.sub(to_rep_sp_rgx, \" \", w).split('_')))).strip()\n",
    "#                 tmp.append(tokenize_str(nw))\n",
    "#                 cell.remove(w)\n",
    "#                 for c in to_rep_sp:\n",
    "#                     if c in w:\n",
    "#                         #spacy on whole cell and not just on new word\n",
    "#                         nw = '_'.join(list(filter(None, w.replace(c,' ').split('_'))))\n",
    "#                         tmp.append(tokenize_str(nw))\n",
    "#                         cell.remove(w)\n",
    "#                         break\n",
    "    \n",
    "    for row in table:\n",
    "        for i,cell in enumerate(row):\n",
    "            row[i] = clean_cell(cell)\n",
    "    return table"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## String without Numbers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(22932,)\n"
     ]
    }
   ],
   "source": [
    "PATH = './data/wo_strnum3.0_wo_ent'\n",
    "tables_subset = loadpkl(f'{PATH}/postive_tables_set.pkl')\n",
    "read_all_tables = [read_table(js)['data'] for js in tables_subset]\n",
    "X = loadpkl(f'{PATH}/x_tokenised.pkl')\n",
    "print(X.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Cleaning for some spl characters and patterns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 57.6 s, sys: 1min 41s, total: 2min 38s\n",
      "Wall time: 21min 23s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "p = Pool(processes=75)\n",
    "X = p.map(clean, X)\n",
    "p.close()\n",
    "p.join()\n",
    "X = np.array(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(21518,)\n",
      "(21518,)\n",
      "(21518,)\n",
      "(21518,)\n",
      "(21518,)\n",
      "(21518,)\n",
      "(21518,)\n",
      "(21518,)\n",
      "(21518,)\n"
     ]
    }
   ],
   "source": [
    "X = preprocess(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total shapes: 21518, unqiue: 938\n",
      "\n",
      "Shape distribution: [((1, 1), 1548), ((1, 3), 1289), ((2, 1), 1073), ((1, 2), 717), ((2, 3), 603), ((2, 2), 580), ((4, 1), 531), ((3, 1), 482), ((4, 2), 480), ((3, 3), 474), ((3, 2), 458), ((4, 3), 396), ((5, 1), 382), ((6, 2), 342), ((8, 2), 333), ((5, 2), 324), ((5, 3), 317), ((10, 2), 279), ((6, 3), 276), ((6, 1), 270), ((7, 2), 237), ((8, 3), 223), ((8, 1), 217), ((7, 3), 214), ((2, 4), 210), ((1, 4), 200), ((4, 4), 191), ((9, 2), 190), ((10, 3), 179), ((3, 4), 166), ((7, 1), 165), ((6, 4), 161), ((9, 3), 159), ((10, 1), 154), ((5, 4), 138), ((9, 1), 138), ((12, 3), 129), ((11, 3), 128), ((11, 2), 128), ((12, 2), 127), ((8, 4), 110), ((13, 3), 108), ((9, 4), 101), ((13, 2), 99), ((12, 1), 98), ((10, 4), 95), ((7, 4), 94), ((14, 2), 93), ((15, 2), 87), ((12, 4), 86), ((16, 3), 82), ((15, 3), 75), ((14, 3), 74), ((11, 1), 72), ((2, 5), 71), ((11, 4), 71), ((16, 2), 69), ((14, 4), 65), ((22, 3), 65), ((14, 1), 64), ((6, 5), 64), ((15, 4), 64), ((13, 4), 64), ((5, 5), 63), ((18, 3), 61), ((20, 2), 61), ((13, 1), 60), ((1, 5), 59), ((4, 5), 58), ((19, 2), 58), ((18, 2), 57), ((16, 1), 56), ((17, 3), 56), ((3, 5), 55), ((20, 3), 55), ((17, 2), 52), ((16, 4), 51), ((22, 2), 48), ((10, 5), 47), ((19, 3), 45), ((7, 5), 44), ((21, 2), 44), ((17, 1), 42), ((12, 5), 41), ((17, 4), 40), ((8, 5), 40), ((20, 1), 39), ((15, 1), 39), ((24, 3), 39), ((9, 5), 38), ((18, 4), 38), ((24, 2), 36), ((19, 4), 36), ((41, 7), 35), ((16, 5), 32), ((25, 2), 31), ((24, 4), 31), ((20, 5), 30), ((18, 1), 29), ((26, 3), 29), ((22, 1), 28), ((23, 2), 28), ((11, 5), 28), ((24, 1), 27), ((5, 6), 27), ((20, 4), 27), ((21, 3), 26), ((25, 4), 26), ((23, 3), 26), ((28, 2), 25), ((22, 4), 25), ((14, 5), 25), ((28, 3), 25), ((23, 4), 24), ((7, 6), 24), ((15, 5), 23), ((28, 4), 23), ((13, 5), 23), ((4, 6), 23), ((6, 6), 23), ((26, 4), 23), ((21, 4), 22), ((3, 6), 22), ((19, 1), 22), ((1, 6), 22), ((26, 2), 21), ((31, 4), 21), ((25, 3), 21), ((10, 6), 21), ((32, 3), 20), ((31, 3), 20), ((19, 5), 20), ((12, 6), 19), ((36, 3), 18), ((2, 7), 18), ((26, 5), 18), ((3, 7), 18), ((2, 6), 18), ((27, 3), 18), ((9, 6), 18), ((60, 4), 18), ((33, 2), 18), ((21, 5), 18), ((29, 3), 17), ((32, 2), 17), ((30, 3), 17), ((13, 6), 17), ((6, 7), 17), ((35, 3), 17), ((18, 5), 17), ((17, 5), 17), ((23, 1), 17), ((25, 1), 16), ((27, 2), 16), ((5, 7), 16), ((44, 7), 15), ((11, 6), 15), ((7, 7), 15), ((36, 2), 15), ((8, 7), 15), ((29, 2), 15), ((30, 4), 14), ((29, 4), 14), ((21, 1), 14), ((23, 5), 14), ((29, 5), 14), ((32, 4), 14), ((25, 5), 13), ((36, 4), 13), ((8, 6), 13), ((16, 6), 13), ((37, 3), 13), ((28, 5), 13), ((24, 5), 13), ((26, 1), 13), ((34, 3), 13), ((27, 4), 13), ((47, 3), 13), ((4, 8), 13), ((22, 5), 13), ((9, 7), 13), ((27, 5), 12), ((14, 6), 12), ((39, 3), 12), ((31, 2), 12), ((38, 3), 12), ((15, 6), 12), ((44, 3), 11), ((46, 2), 11), ((34, 2), 11), ((30, 2), 11), ((4, 7), 11), ((33, 3), 11), ((1, 7), 10), ((33, 5), 10), ((48, 4), 10), ((37, 2), 10), ((21, 6), 10), ((50, 3), 10), ((42, 3), 10), ((18, 6), 10), ((3, 9), 9), ((40, 2), 9), ((40, 4), 9), ((43, 3), 9), ((10, 7), 9), ((28, 1), 9), ((35, 4), 9), ((27, 1), 9), ((38, 4), 9), ((30, 5), 9), ((40, 5), 9), ((20, 6), 9), ((14, 7), 8), ((51, 3), 8), ((35, 2), 8), ((44, 4), 8), ((1, 12), 8), ((30, 6), 8), ((53, 3), 8), ((39, 2), 8), ((50, 2), 8), ((54, 3), 8), ((31, 1), 8), ((40, 3), 8), ((41, 2), 8), ((41, 3), 8), ((44, 5), 8), ((48, 2), 8), ((60, 3), 8), ((32, 5), 8), ((33, 4), 7), ((42, 2), 7), ((47, 4), 7), ((9, 10), 7), ((30, 1), 7), ((34, 5), 7), ((39, 5), 7), ((19, 6), 7), ((26, 6), 7), ((7, 8), 7), ((37, 5), 7), ((48, 5), 7), ((52, 3), 7), ((36, 1), 7), ((46, 3), 7), ((15, 8), 7), ((35, 5), 7), ((1, 15), 7), ((17, 6), 7), ((29, 1), 7), ((6, 11), 6), ((51, 4), 6), ((43, 4), 6), ((55, 4), 6), ((12, 7), 6), ((1, 10), 6), ((48, 3), 6), ((31, 5), 6), ((13, 7), 6), ((42, 4), 6), ((23, 6), 6), ((47, 2), 6), ((54, 2), 6), ((55, 2), 6), ((19, 7), 6), ((13, 8), 6), ((27, 6), 6), ((34, 1), 6), ((32, 6), 5), ((50, 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((61, 5), 2), ((36, 6), 2), ((66, 5), 2), ((41, 6), 2), ((3, 21), 2), ((123, 6), 2), ((62, 4), 2), ((7, 12), 2), ((14, 9), 2), ((122, 3), 2), ((11, 7), 2), ((7, 9), 2), ((104, 3), 2), ((82, 4), 2), ((95, 5), 2), ((74, 2), 2), ((4, 9), 2), ((99, 3), 2), ((105, 3), 2), ((44, 33), 2), ((67, 4), 2), ((36, 7), 2), ((95, 2), 2), ((94, 4), 2), ((5, 8), 2), ((77, 2), 2), ((20, 9), 2), ((46, 8), 2), ((3, 12), 2), ((60, 1), 2), ((2, 8), 2), ((12, 12), 2), ((26, 14), 2), ((39, 1), 2), ((43, 6), 2), ((11, 8), 2), ((58, 5), 2), ((29, 8), 2), ((4, 13), 2), ((68, 7), 2), ((47, 1), 2), ((21, 8), 2), ((78, 6), 2), ((13, 9), 2), ((31, 6), 2), ((57, 1), 2), ((50, 5), 2), ((61, 2), 2), ((57, 3), 2), ((84, 6), 2), ((90, 3), 2), ((31, 8), 2), ((116, 2), 2), ((7, 18), 2), ((70, 1), 2), ((150, 4), 2), ((66, 3), 2), ((9, 15), 2), ((7, 10), 2), ((109, 4), 2), ((52, 5), 2), ((65, 3), 2), ((69, 5), 2), ((122, 2), 2), ((16, 17), 2), ((178, 1), 2), ((59, 6), 2), ((124, 4), 2), ((67, 2), 2), ((70, 2), 2), ((89, 10), 2), ((40, 8), 2), ((27, 8), 2), ((3, 17), 2), ((61, 3), 2), ((92, 3), 2), ((157, 5), 2), ((58, 1), 2), ((75, 5), 2), ((40, 1), 2), ((136, 7), 2), ((65, 6), 2), ((96, 5), 2), ((16, 15), 2), ((25, 7), 2), ((74, 4), 2), ((3, 19), 2), ((79, 2), 2), ((6, 13), 2), ((53, 4), 2), ((64, 2), 2), ((17, 9), 2), ((176, 4), 2), ((37, 6), 2), ((83, 5), 2), ((22, 11), 2), ((31, 7), 2), ((71, 7), 2), ((72, 4), 2), ((127, 7), 1), ((22, 14), 1), ((150, 5), 1), ((109, 6), 1), ((60, 5), 1), ((61, 8), 1), ((84, 3), 1), ((62, 2), 1), ((155, 2), 1), ((337, 2), 1), ((135, 1), 1), ((67, 5), 1), ((111, 4), 1), ((53, 7), 1), ((39, 7), 1), ((69, 2), 1), ((177, 6), 1), ((76, 7), 1), ((5, 22), 1), ((93, 8), 1), ((55, 3), 1), ((125, 2), 1), ((145, 6), 1), ((46, 9), 1), ((63, 5), 1), ((22, 13), 1), ((131, 3), 1), ((380, 3), 1), ((3, 23), 1), ((195, 2), 1), ((55, 6), 1), ((399, 2), 1), ((24, 15), 1), ((261, 1), 1), ((402, 2), 1), ((71, 1), 1), ((10, 12), 1), ((35, 6), 1), ((85, 2), 1), ((7, 34), 1), ((4, 10), 1), ((52, 7), 1), ((17, 7), 1), ((127, 2), 1), ((228, 1), 1), ((94, 3), 1), ((5, 10), 1), ((217, 3), 1), ((93, 2), 1), ((38, 22), 1), ((80, 9), 1), ((173, 1), 1), ((102, 6), 1), ((73, 5), 1), ((47, 9), 1), ((50, 8), 1), ((192, 4), 1), ((19, 20), 1), ((12, 20), 1), ((17, 17), 1), ((116, 1), 1), ((9, 23), 1), ((221, 7), 1), ((23, 8), 1), ((60, 2), 1), ((112, 5), 1), ((107, 5), 1), ((58, 7), 1), ((142, 4), 1), ((305, 5), 1), ((144, 2), 1), ((101, 2), 1), ((22, 10), 1), ((4, 16), 1), ((38, 14), 1), ((38, 6), 1), ((62, 3), 1), ((142, 2), 1), ((38, 8), 1), ((363, 2), 1), ((83, 6), 1), ((209, 7), 1), ((274, 1), 1), ((162, 6), 1), ((21, 9), 1), ((88, 3), 1), ((172, 3), 1), ((105, 4), 1), ((86, 2), 1), ((183, 1), 1), ((54, 1), 1), ((212, 4), 1), ((57, 10), 1), ((5, 9), 1), ((11, 12), 1), ((224, 3), 1), ((10, 10), 1), ((23, 9), 1), ((537, 4), 1), ((3, 39), 1), ((17, 12), 1), ((221, 1), 1), ((43, 2), 1), ((150, 3), 1), ((66, 2), 1), ((26, 17), 1), ((58, 2), 1), ((57, 6), 1), ((97, 4), 1), ((19, 18), 1), ((103, 2), 1), ((155, 5), 1), ((28, 9), 1), ((28, 15), 1), ((77, 5), 1), ((115, 5), 1), ((556, 2), 1), ((42, 8), 1), ((111, 6), 1), ((60, 8), 1), ((507, 7), 1), ((1, 39), 1), ((246, 4), 1), ((7, 22), 1), ((19, 8), 1), ((14, 24), 1), ((13, 22), 1), ((43, 1), 1), ((164, 2), 1), ((110, 3), 1), ((264, 2), 1), ((267, 3), 1), ((127, 6), 1), ((10, 38), 1), ((75, 7), 1), ((539, 7), 1), ((5, 23), 1), ((94, 1), 1), ((231, 2), 1), ((66, 1), 1), ((153, 6), 1), ((15, 16), 1), ((18, 10), 1), ((27, 12), 1), ((197, 4), 1), ((57, 7), 1), ((3, 18), 1), ((13, 16), 1), ((134, 2), 1), ((91, 8), 1), ((197, 5), 1), ((83, 7), 1), ((20, 14), 1), ((738, 5), 1), ((112, 2), 1), ((13, 12), 1), ((46, 7), 1), ((8, 20), 1), ((120, 4), 1), ((28, 8), 1), ((1, 11), 1), ((80, 1), 1), ((31, 10), 1), ((20, 7), 1), ((439, 7), 1), ((13, 11), 1), ((76, 1), 1), ((10, 20), 1), ((18, 8), 1), ((156, 5), 1), ((365, 4), 1), ((947, 3), 1), ((5, 20), 1), ((51, 7), 1), ((31, 12), 1), ((96, 2), 1), ((76, 2), 1), ((19, 9), 1), ((49, 8), 1), ((33, 10), 1), ((141, 2), 1), ((2, 14), 1), ((87, 5), 1), ((19, 11), 1), ((188, 4), 1), ((53, 1), 1), ((35, 8), 1), ((186, 3), 1), ((5, 28), 1), ((71, 5), 1), ((114, 1), 1), ((40, 6), 1), ((212, 8), 1), ((486, 10), 1), ((513, 5), 1), ((86, 6), 1), ((61, 1), 1), ((98, 3), 1), ((159, 3), 1), ((6, 22), 1), ((49, 1), 1), ((81, 2), 1), ((333, 7), 1), ((142, 1), 1), ((87, 11), 1), ((81, 5), 1), ((29, 22), 1), ((90, 8), 1), ((358, 4), 1), ((11, 17), 1), ((51, 6), 1), ((420, 3), 1), ((69, 3), 1), ((427, 3), 1), ((40, 7), 1), ((82, 8), 1), ((63, 1), 1), ((44, 2), 1), ((146, 6), 1), ((83, 4), 1), ((42, 7), 1), ((22, 12), 1), ((189, 1), 1), ((80, 6), 1), ((70, 5), 1), ((93, 5), 1), ((15, 10), 1), ((131, 4), 1), ((71, 4), 1), ((77, 4), 1), ((385, 6), 1), ((56, 6), 1), ((69, 4), 1), ((82, 5), 1), ((237, 5), 1), ((199, 5), 1), ((89, 3), 1), ((8, 21), 1), ((23, 13), 1), ((33, 7), 1), ((342, 4), 1), ((80, 3), 1), ((79, 3), 1), ((37, 13), 1), ((110, 2), 1), ((124, 1), 1), ((33, 9), 1), ((29, 10), 1), ((77, 3), 1), ((6, 10), 1), ((79, 5), 1), ((23, 14), 1), ((1, 16), 1), ((145, 4), 1), ((220, 5), 1), ((568, 4), 1), ((52, 21), 1), ((15, 15), 1), ((26, 10), 1), ((84, 1), 1), ((1189, 3), 1), ((149, 4), 1), ((62, 6), 1), ((116, 3), 1), ((482, 5), 1), ((116, 4), 1), ((103, 8), 1), ((784, 6), 1), ((2, 13), 1), ((54, 4), 1), ((127, 4), 1), ((41, 8), 1), ((85, 4), 1), ((62, 5), 1), ((65, 8), 1), ((336, 4), 1), ((76, 6), 1), ((20, 10), 1), ((16, 21), 1), ((204, 2), 1), ((67, 6), 1), ((79, 6), 1), ((91, 2), 1), ((115, 3), 1), ((14, 8), 1), ((23, 16), 1), ((82, 1), 1), ((56, 1), 1), ((87, 4), 1), ((119, 4), 1), ((116, 6), 1), ((12, 15), 1), ((39, 18), 1), ((65, 4), 1), ((16, 10), 1), ((39, 9), 1), ((27, 17), 1), ((76, 5), 1), ((10, 13), 1), ((84, 4), 1), ((148, 3), 1), ((185, 2), 1), ((83, 2), 1), ((22, 8), 1), ((74, 5), 1), ((166, 3), 1), ((76, 4), 1), ((59, 2), 1), ((5, 11), 1), ((2, 11), 1), ((21, 10), 1), ((61, 6), 1), ((121, 4), 1), ((96, 4), 1), ((73, 3), 1), ((283, 4), 1), ((4, 12), 1), ((25, 8), 1), ((166, 5), 1), ((8, 13), 1), ((33, 6), 1), ((399, 5), 1), ((25, 16), 1), ((1, 18), 1), ((90, 6), 1), ((6, 21), 1), ((137, 1), 1), ((210, 3), 1), ((25, 12), 1), ((115, 2), 1), ((37, 7), 1), ((26, 16), 1), ((115, 4), 1), ((24, 7), 1), ((132, 3), 1), ((16, 14), 1), ((280, 4), 1), ((1, 17), 1), ((17, 10), 1), ((277, 2), 1), ((100, 5), 1), ((96, 3), 1), ((8, 11), 1), ((88, 6), 1), ((11, 20), 1), ((54, 6), 1), ((64, 3), 1), ((113, 3), 1), ((4, 21), 1), ((140, 3), 1), ((78, 4), 1), ((19, 10), 1), ((145, 3), 1), ((69, 7), 1), ((121, 2), 1), ((102, 3), 1), ((128, 3), 1), ((137, 2), 1), ((295, 3), 1), ((208, 4), 1), ((369, 3), 1), ((205, 5), 1), ((118, 6), 1), ((187, 5), 1), ((151, 5), 1), ((206, 5), 1), ((10, 16), 1), ((57, 2), 1), ((171, 5), 1), ((13, 10), 1), ((226, 2), 1), ((201, 5), 1), ((136, 3), 1), ((25, 13), 1), ((287, 3), 1), ((88, 8), 1), ((83, 3), 1), ((123, 5), 1), ((56, 5), 1), ((18, 15), 1), ((114, 6), 1), ((27, 16), 1), ((93, 4), 1), ((216, 3), 1), ((154, 5), 1), ((102, 7), 1), ((95, 11), 1), ((122, 5), 1), ((102, 5), 1), ((6, 14), 1), ((108, 5), 1), ((133, 6), 1), ((201, 4), 1), ((114, 4), 1), ((78, 3), 1), ((107, 4), 1), ((63, 3), 1), ((1, 19), 1), ((249, 2), 1), ((50, 14), 1), ((117, 1), 1), ((121, 1), 1), ((412, 5), 1), ((154, 3), 1), ((11, 10), 1), ((4, 19), 1), ((267, 6), 1), ((5, 12), 1), ((20, 19), 1), ((12, 10), 1), ((108, 4), 1), ((49, 15), 1), ((63, 4), 1), ((21, 13), 1), ((114, 2), 1), ((63, 7), 1), ((4, 14), 1), ((106, 2), 1), ((78, 7), 1), ((5, 14), 1), ((390, 2), 1), ((56, 8), 1), ((70, 3), 1), ((45, 1), 1), ((48, 6), 1), ((16, 13), 1)]\n",
      "\n",
      "shape: 11.377637326889117  x  2.726786876103727\n"
     ]
    }
   ],
   "source": [
    "get_avg_table_sh(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [],
   "source": [
    "MAX_ROW_LEN = 11\n",
    "MAX_COL_LEN = 3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Rejoining and splitting for entity check"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [],
   "source": [
    "# def retokenize2merge_ent(table):\n",
    "#     for row in table:\n",
    "#         for i, cell in enumerate(row):\n",
    "#             if len(cell)>1:\n",
    "#                 row[i] = tokenize_str(\" \".join(list(dict.fromkeys(cell))))\n",
    "#     return table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [],
   "source": [
    "# %%time\n",
    "# p = Pool(processes=50)\n",
    "# X = p.map(retokenize2merge_ent, X)\n",
    "# p.close()\n",
    "# p.join()\n",
    "# X = np.array(X)\n",
    "\n",
    "# X = preprocess(X)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Splitting into smaller blocks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(21518,)\n",
      "(48973,)\n",
      "(47862,)\n",
      "(47862,)\n",
      "(47862,)\n",
      "(47862,)\n",
      "(47862,)\n",
      "(47862,)\n",
      "(47862,)\n",
      "(47862,)\n",
      "(47862,)\n"
     ]
    }
   ],
   "source": [
    "print(X.shape)\n",
    "X = [split_overflow_table(table) for table in X.tolist()]\n",
    "X = flatten_1_deg(X)\n",
    "X = np.array(X)\n",
    "print(X.shape)\n",
    "\n",
    "X = preprocess(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total shapes: 47862, unqiue: 33\n",
      "\n",
      "Shape distribution: [((11, 3), 7744), ((11, 2), 4901), ((1, 1), 3590), ((11, 1), 2409), ((1, 3), 2269), ((2, 1), 2237), ((2, 3), 1526), ((3, 3), 1428), ((4, 3), 1309), ((2, 2), 1292), ((3, 1), 1280), ((1, 2), 1261), ((4, 1), 1167), ((5, 3), 1115), ((6, 3), 1105), ((3, 2), 972), ((4, 2), 963), ((10, 3), 960), ((5, 1), 921), ((6, 2), 872), ((7, 3), 847), ((8, 3), 821), ((9, 3), 807), ((5, 2), 751), ((10, 2), 750), ((6, 1), 692), ((8, 2), 652), ((7, 2), 584), ((9, 2), 565), ((8, 1), 532), ((10, 1), 530), ((9, 1), 516), ((7, 1), 494)]\n",
      "\n",
      "shape: 6.4033262295767  x  2.1162299945677154\n"
     ]
    }
   ],
   "source": [
    "get_avg_table_sh(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "# print(X.shape)\n",
    "# X = remove_1x1_table(X)\n",
    "# print(X.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[['dance_club_songs']]]\n",
      "[[['the_murray_hill_theatre_jacksonville_florida']]]\n",
      "[[['allmusic']]]\n",
      "[[['total']]]\n",
      "[[['[bicl']]]\n",
      "[[['nominated']]]\n",
      "[[['correct_input']]]\n",
      "[[['unknown']]]\n",
      "[[['total']]]\n",
      "[[['2014_cricket_world_cup_qualifier']]]\n",
      "[[['one_zone']]]\n",
      "[[['attention_attention_deficit_slow_sluggish_lethargic_feeling']]]\n",
      "[[['retirement']]]\n",
      "[[['retirement']]]\n",
      "[[['retirement']]]\n",
      "[[['retirement']]]\n",
      "[[['retirement']]]\n",
      "[[['retirement']]]\n",
      "[[['resignation']]]\n",
      "[[['partial']]]\n",
      "[[['reporting']]]\n",
      "[[['unknown']]]\n",
      "[[['latin_pop_albums']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['george_susce_catcher']]]\n",
      "[[['dismantled']]]\n",
      "[[['bombed']]]\n",
      "[[['south_korea_national_football_team']]]\n",
      "[[['second_city_derby']]]\n",
      "[[['north_london_derby']]]\n",
      "[[['steel_city_derby']]]\n",
      "[[['isbn']]]\n",
      "[[['spanish_language']]]\n",
      "[[['noaa']]]\n",
      "[[['denmark']]]\n",
      "[[['a.c._milan']]]\n",
      "[[['retrieved']]]\n",
      "[[['listed']]]\n",
      "[[['30,000_maximum']]]\n",
      "[[['canterbury_museum']]]\n",
      "[[['corpus_christi_texas']]]\n",
      "[[['london_ontario']]]\n",
      "[[['fomalhaut']]]\n",
      "[[['penalty_shoot-out_association_football']]]\n",
      "[[['payback_period_y']]]\n",
      "[[['unknown']]]\n",
      "[[['blond']]]\n",
      "[[['angela_brodtka']]]\n",
      "[[['allmusic']]]\n",
      "[[['przemysaw_&_magda']]]\n",
      "[[['administrative_divisions_of_new_york']]]\n",
      "[[['deutsche_mark']]]\n",
      "[[['democrat']]]\n",
      "[[['sue_bird']]]\n",
      "[[['loss']]]\n",
      "[[['nominated']]]\n",
      "[[['the_weather_channel']]]\n",
      "[[['world_boxing_organization']]]\n",
      "[[['report']]]\n",
      "[[['texas_a&m']]]\n",
      "[[['nuevo_estadio_de_malabo']]]\n",
      "[[['claw_marks_red_white_&_blue_shield']]]\n",
      "[[['field_goals_att._-_field_goals']]]\n",
      "[[['allmusic']]]\n",
      "[[['wiesbaden']]]\n",
      "[[['billboard_hot_100']]]\n",
      "[[['ap_poll']]]\n",
      "[[['ap_poll']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['national_register_of_historic_places_listings_in_linn_county_oregon']]]\n",
      "[[['national_register_of_historic_places_listings_in_linn_county_oregon']]]\n",
      "[[['allmusic']]]\n",
      "[[['genre']]]\n",
      "[[['drama']]]\n",
      "[[['wide']]]\n",
      "[[['ilike']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['son_hunter_this_event']]]\n",
      "[[['gladiator_challenge_heavyweight_championship']]]\n",
      "[[['chiba_prefecture']]]\n",
      "[[['chiba_prefecture']]]\n",
      "[[['allmusic']]]\n",
      "[[['germany_national_rugby_union_team']]]\n",
      "[[['western_collegiate_hockey_association']]]\n",
      "[[['accident']]]\n",
      "[[['pontids']]]\n",
      "[[['total']]]\n",
      "[[['notes']]]\n",
      "[[['united_states_coast_guard']]]\n",
      "[[['allmusic']]]\n",
      "[[['garlands_road']]]\n",
      "[[['garlands_road']]]\n",
      "[[['allmusic']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['the_sports_network']]]\n",
      "[[['honduras_national_under-20_football_team']]]\n",
      "[[['combine']]]\n",
      "[[[\"gloria's_brother_vince\"]]]\n",
      "[[[\"gloria's_brother_vince\"]]]\n",
      "[[['lost']]]\n",
      "[[['advance']]]\n",
      "[[['universidad_tecnica_de_cajamarca']]]\n",
      "[[['sendt_i_romjula']]]\n",
      "[[['norsk-svensk']]]\n",
      "[[['total']]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['kwalify_rx']]]\n",
      "[[['allmusic']]]\n",
      "[[['different_events']]]\n",
      "[[['penalty_shoot-out_association_football']]]\n",
      "[[['penalty_shoot-out_association_football']]]\n",
      "[[['allmusic']]]\n",
      "[[['total']]]\n",
      "[[['xanadu_film']]]\n",
      "[[['us_tropical_songs_billboard']]]\n",
      "[[['the-river']]]\n",
      "[[['the_numbers_browser_market_share']]]\n",
      "[[['raster_graphics']]]\n",
      "[[['unknown']]]\n",
      "[[['united_states_at_the_paralympics']]]\n",
      "[[['sssi']]]\n",
      "[[['martin_feigenwinter']]]\n",
      "[[['points']]]\n",
      "[[['qualifiers']]]\n",
      "[[['motorola_68881']]]\n",
      "[[['source_environment_canada']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
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      "[[['km_daytona_speedway']]]\n",
      "[[['km_daytona_speedway']]]\n",
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      "[[['chin_chin']]]\n",
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      "[[['retrieved']]]\n",
      "[[['saturday_morning_rush']]]\n",
      "[[[\"sweden_men's_national_volleyball_team\"]]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['hollandaise_sauce']]]\n",
      "[[[\"portugal's_fios_de_ovos\"]]]\n",
      "[[['geographical_indications_and_traditional_specialities_in_the_european_union']]]\n",
      "[[['spanish_cuisine']]]\n",
      "[[['center']]]\n",
      "[[['jesus_freak_hideout']]]\n",
      "[[['ambientrance']]]\n",
      "[[['hard_sun']]]\n",
      "[[['souvenir_the_singles_20042012']]]\n",
      "[[['hangul']]]\n",
      "[[['taubenbach']]]\n",
      "[[['rain1']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['list_of_the_office_u.s._tv_series_characters']]]\n",
      "[[['list_of_the_office_u.s._tv_series_characters']]]\n",
      "[[['unissued']]]\n",
      "[[['unknown']]]\n",
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      "[[['dormant']]]\n",
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      "[[['meteo_france']]]\n",
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      "[[['arbroath_f.c']]]\n",
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      "[[['tulsa']]]\n",
      "[[['km/h_mph']]]\n",
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      "[[['frank_dancevic']]]\n",
      "[[['hugh_montgomerie_12th_earl_of_eglinton']]]\n",
      "[[['span>_citation']]]\n",
      "[[['span>_citation']]]\n",
      "[[['platinum']]]\n",
      "[[['2x_platinum']]]\n",
      "[[['unknown']]]\n",
      "[[['zhou_dynasty']]]\n",
      "[[['empty_timestamp_argument']]]\n",
      "[[['unknown']]]\n",
      "[[['platypterygius']]]\n",
      "[[['unknown_chemical_properties']]]\n",
      "[[['consumer_research']]]\n",
      "[[['sp.a']]]\n",
      "[[['swiss_hitparade']]]\n",
      "[[['1.17kg/.689kg']]]\n",
      "[[['noaa']]]\n",
      "[[['twenty-sixth_dynasty_of_egypt']]]\n",
      "[[['list_of_monarchs_of_naples']]]\n",
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      "[[['retired']]]\n",
      "[[['airdrieonians_f.c']]]\n",
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      "[[['no_competition']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['website']]]\n",
      "[[['jose_maria_canizares']]]\n",
      "[[['officer_cadet_pegawai_kadet']]]\n",
      "[[['officer_cadet_pegawai_kadet']]]\n",
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      "[[['dhc_delft']]]\n",
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      "[[['rtm2011']]]\n",
      "[[['new_zealand']]]\n",
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      "[[['dominick_dunne']]]\n",
      "[[['uk_singles_chart']]]\n",
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      "[[['black_country_derby']]]\n",
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      "[[['american']]]\n",
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      "[[['adams']]]\n",
      "[[['northeast']]]\n",
      "[[['soviet_union_national_under-16_football_team']]]\n",
      "[[['curt_davis']]]\n",
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      "[[['futures']]]\n",
      "[[['espnu']]]\n",
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      "[[['top_country_albums']]]\n",
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      "[[['lost_league_finals']]]\n",
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      "[[['approx_x_18ft']]]\n",
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      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['website']]]\n",
      "[[['website']]]\n",
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      "[[['susanne_keil']]]\n",
      "[[['sec_record']]]\n",
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      "[[['antigonid_dynasty']]]\n",
      "[[['world_trade_center']]]\n",
      "[[['unknown']]]\n",
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      "[[['gsm_and_3g']]]\n",
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      "[[['king_of_ambition']]]\n",
      "[[['paulton_rovers_f.c']]]\n",
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      "[[['allmusic']]]\n",
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      "[[['ap_poll']]]\n",
      "[[['u.s._billboard']]]\n",
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      "[[['torch_relay']]]\n",
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      "[[['relative_fitness']]]\n",
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      "[[['barack_obama']]]\n",
      "[[['akron_ohio']]]\n",
      "[[['built_4_crafts']]]\n",
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      "[[['smith']]]\n",
      "[[['state']]]\n",
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      "[[['billboard_magazine']]]\n",
      "[[['compas']]]\n",
      "[[['pending_certification']]]\n",
      "[[['sk_brann']]]\n",
      "[[['scott']]]\n",
      "[[['silvio_keller']]]\n",
      "[[['population']]]\n",
      "[[['unknown']]]\n",
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      "[[['united_kingdom']]]\n",
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      "[[['liu_jiayu']]]\n",
      "[[['source_the_weather_channel_historical_monthly_averages']]]\n",
      "[[['china_meteorological_administration']]]\n",
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      "[[['desirae_clark']]]\n",
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      "[[['4_cylinders']]]\n",
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      "[[['number_athletes']]]\n",
      "[[['4_adv']]]\n",
      "[[['all-ireland_runners']]]\n",
      "[[['ifk_sundsvall']]]\n",
      "[[['notes']]]\n",
      "[[['ireland_fed_cup_team']]]\n",
      "[[['florida_state']]]\n",
      "[[['mercury_planet']]]\n",
      "[[['source_national_meteorological_centre']]]\n",
      "[[['belgian_elections']]]\n",
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      "[[['shoin-jinjamae_station']]]\n",
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      "[[['iwan_roberts']]]\n",
      "[[['final_round']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['richard']]]\n",
      "[[['website']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
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      "[[['fc_oleksandriya']]]\n",
      "[[['unknown']]]\n",
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      "[[['reverse_modes_matrix-valued_atomic_operations']]]\n",
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      "[[['planet_bollywood']]]\n",
      "[[['2000_reprint']]]\n",
      "[[['ford_escort']]]\n",
      "[[['china_national_football_team']]]\n",
      "[[['high_jump']]]\n",
      "[[['nomark_i.e.novalidresult']]]\n",
      "[[['parma_piacenza_cremona_lodi_pavia_milan_varese_como_lecco_bergamo_brescia_mantua_verona_rovigo']]]\n",
      "[[['allmusic']]]\n",
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      "[[['reserve_teams_in_norwegian_football']]]\n",
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      "[[['unknown']]]\n",
      "[[['center']]]\n",
      "[[['isbn']]]\n",
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      "[[['al_sadd_sc']]]\n",
      "[[['total']]]\n",
      "[[['platinum']]]\n",
      "[[['george_wynn']]]\n",
      "[[['forwards']]]\n",
      "[[['saturn']]]\n",
      "[[['allmusic']]]\n",
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      "[[['gaston_etlis']]]\n",
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      "[[['list_of_pancrase_champions']]]\n",
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      "[[['sigma_150mm_f/2.8_apo_macro_ex_dg_hsm_lens']]]\n",
      "[[['canadian_albums_chart']]]\n",
      "[[['allmusic']]]\n",
      "[[['missing_shields']]]\n",
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      "[[['us_premiere']]]\n",
      "[[['east_coast_premiere']]]\n",
      "[[['world_premiere']]]\n",
      "[[['world_premiere']]]\n",
      "[[['world_premiere']]]\n",
      "[[['world_premiere']]]\n",
      "[[['east_coast_premiere']]]\n",
      "[[['ballots']]]\n",
      "[[['total']]]\n",
      "[[['belgium']]]\n",
      "[[['turkey_national_football_team']]]\n",
      "[[['allmusic']]]\n",
      "[[['2012_sanfl_season']]]\n",
      "[[['the_beautiful_world']]]\n",
      "[[['unknown']]]\n",
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      "[[['trace_element']]]\n",
      "[[['total']]]\n",
      "[[['allmusic']]]\n",
      "[[['southern_terminus']]]\n",
      "[[['overtime_sports']]]\n",
      "[[['deutscher_wetterdienst']]]\n",
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      "[[['nominated']]]\n",
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      "[[['grass']]]\n",
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      "[[['uk_singles_chart']]]\n",
      "[[['total']]]\n",
      "[[['allmusic']]]\n",
      "[[['2010_caf_confederation_cup_knock-out_stage']]]\n",
      "[[['whose_line']]]\n",
      "[[['2_episodes']]]\n",
      "[[['drawn']]]\n",
      "[[['music_download']]]\n",
      "[[['jan_matura']]]\n",
      "[[['wral']]]\n",
      "[[['2012_singapore_grand_prix']]]\n",
      "[[['clint_benedict']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['advance']]]\n",
      "[[['saski_baskonia']]]\n",
      "[[['2010_wafl_season']]]\n",
      "[[['soviet_union_national_basketball_team']]]\n",
      "[[['stridsvagn_103']]]\n",
      "[[['tank_weapon']]]\n",
      "[[['closed']]]\n",
      "[[['nominated']]]\n",
      "[[['artificial_storage']]]\n",
      "[[['dunlop_tyres']]]\n",
      "[[['dunlop_tyres']]]\n",
      "[[['dunlop_tyres']]]\n",
      "[[['combine']]]\n",
      "[[['georgi_stoyanov']]]\n",
      "[[['season']]]\n",
      "[[['ap_poll']]]\n",
      "[[['allmusic']]]\n",
      "[[['total']]]\n",
      "[[['andorno_micca']]]\n",
      "[[['billboard_charts']]]\n",
      "[[['official_results_le_directeur_general_des_elections_du_quebec']]]\n",
      "[[['vertical']]]\n",
      "[[['allmusic']]]\n",
      "[[['stephen_shen']]]\n",
      "[[['rider_s']]]\n",
      "[[['rider_s']]]\n",
      "[[['rider_s']]]\n",
      "[[['rider_s']]]\n",
      "[[['the_takahe']]]\n",
      "[[['louw']]]\n",
      "[[['second_juror']]]\n",
      "[[['allmusic']]]\n",
      "[[['afrimat.co.za.investosite']]]\n",
      "[[['fort_william_ontario']]]\n",
      "[[['round']]]\n",
      "[[['gaon_music_chart']]]\n",
      "[[['source']]]\n",
      "[[['na_yu-rim']]]\n",
      "[[['bryan_robinson']]]\n",
      "[[['single_top_100']]]\n",
      "[[['fc_porto']]]\n",
      "[[['central_time_zone']]]\n",
      "[[['imaging']]]\n",
      "[[['durmon-sport']]]\n",
      "[[['operating']]]\n",
      "[[['late_models']]]\n",
      "[[[\"italy_men's_national_volleyball_team\"]]]\n",
      "[[['total']]]\n",
      "[[['namibia_national_rugby_union_team']]]\n",
      "[[['unknown']]]\n",
      "[[['the_forest']]]\n",
      "[[['central_coast_stadium']]]\n",
      "[[['noriyuki_kazaoka']]]\n",
      "[[['ministry_of_land_infrastructure_transport_and_tourism']]]\n",
      "[[['retroflex']]]\n",
      "[[['unknown']]]\n",
      "[[['lem_system']]]\n",
      "[[['total']]]\n",
      "[[['total']]]\n",
      "[[['missing']]]\n",
      "[[['allmusic']]]\n",
      "[[['swiss_hitparade']]]\n",
      "[[['allmusic']]]\n",
      "[[['source_bureau_meteorology']]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['hvidovre_if']]]\n",
      "[[['nominated']]]\n",
      "[[['angie']]]\n",
      "[[[\"john_d'acquisto\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['rob_massam']]]\n",
      "[[['empty_timestamp_argument']]]\n",
      "[[['ver_video']]]\n",
      "[[['uk_albums_chart']]]\n",
      "[[['no_national_identity_card']]]\n",
      "[[['abubakar_tafawa_balewa']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['world_meteorological_organization']]]\n",
      "[[['d._eric-rosenii_ssp_eric-rosenii']]]\n",
      "[[['league']]]\n",
      "[[['unknown_chemical_properties']]]\n",
      "[[['us_bureau_justice_statistics']]]\n",
      "[[['stoke_city_f.c']]]\n",
      "[[['advance']]]\n",
      "[[['advance']]]\n",
      "[[['withdrew']]]\n",
      "[[['allmusic']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['olympus_zuiko_digital_50mm_f2.0_macro']]]\n",
      "[[['sigma_150mm_f/2.8_apo_macro_ex_dg_hsm_lens']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['9th-12th_playoffs']]]\n",
      "[[['advance']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['local']]]\n",
      "[[['us_billboard']]]\n",
      "[[['local']]]\n",
      "[[['milesians_irish']]]\n",
      "[[['werner_sele']]]\n",
      "[[['bainbridge_new_york']]]\n",
      "[[['resigned']]]\n",
      "[[['died']]]\n",
      "[[['total']]]\n",
      "[[['allmusic']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['imdb']]]\n",
      "[[['zuzana_babiakova']]]\n",
      "[[['allmusic']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['marc_lavoine']]]\n",
      "[[['allmusic']]]\n",
      "[[['uefa_euro_2000_knockout_stage']]]\n",
      "[[['eliminated']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['environment_canada']]]\n",
      "[[['the_three_musketeers_1933_serial']]]\n",
      "[[['guernsey']]]\n",
      "[[['australia_national_soccer_team']]]\n",
      "[[[\"don't_know_why_soundgirl_song\"]]]\n",
      "[[['pat_haden']]]\n",
      "[[['brochure']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['the_division_computer_research_technology_dcrt']]]\n",
      "[[['yevgeni_podgorny']]]\n",
      "[[['2006_vodacom_cup_table']]]\n",
      "[[['\"rylynn']]]\n",
      "[[['unknown']]]\n",
      "[[['union-castle_line']]]\n",
      "[[['italia_marittima']]]\n",
      "[[['italia_marittima']]]\n",
      "[[['mass']]]\n",
      "[[['allmusic']]]\n",
      "[[['jack_tatum']]]\n",
      "[[['allmusic']]]\n",
      "[[['rose']]]\n",
      "[[['jerry_reynolds_basketball_born_1962']]]\n",
      "[[['advance']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['writer']]]\n",
      "[[['united_states_at_the_hopman_cup']]]\n",
      "[[['advance']]]\n",
      "[[['shinji_tamura']]]\n",
      "[[['various_others']]]\n",
      "[[['announced']]]\n",
      "[[['iaru_region']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['allmusic']]]\n",
      "[[['64_qam']]]\n",
      "[[['allmusic']]]\n",
      "[[['john_stockton']]]\n",
      "[[['braille']]]\n",
      "[[['allmusic']]]\n",
      "[[['myanmar_national_baseball_team']]]\n",
      "[[['popmatters']]]\n",
      "[[['4th_century_bce']]]\n",
      "[[['vijaya']]]\n",
      "[[['roberta_&_daniel']]]\n",
      "[[['jimmy_nielsen']]]\n",
      "[[['knowledge']]]\n",
      "[[['the_hard-ons_europe']]]\n",
      "[[[\"australia_women's_national_water_polo_team\"]]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['average_temperature']]]\n",
      "[[['1943_nfl_draft']]]\n",
      "[[['texas_state_highways']]]\n",
      "[[['total']]]\n",
      "[[['vote']]]\n",
      "[[['unknown']]]\n",
      "[[['unknown']]]\n",
      "[[['retrieved']]]\n",
      "[[['coupe_du_monde']]]\n",
      "[[['spodnji_duplek']]]\n",
      "[[['maribor']]]\n",
      "[[['murska_sobota']]]\n",
      "[[['radovljica']]]\n",
      "[[['sempeter_pri_gorici']]]\n",
      "[[['tolmin']]]\n",
      "[[['vrhnika']]]\n",
      "[[['greg_maddux']]]\n",
      "[[['correction']]]\n",
      "[[['sarajevo']]]\n",
      "[[['active']]]\n",
      "[[['points']]]\n",
      "[[['crime_thriller']]]\n",
      "[[['advance']]]\n",
      "[[['range']]]\n",
      "[[['bigger']]]\n",
      "[[['bigger']]]\n",
      "[[['advance']]]\n",
      "[[['missing_shields']]]\n",
      "[[['gfk_entertainment']]]\n",
      "[[['second_incarnation']]]\n",
      "[[['term']]]\n",
      "[[['ca_spora_luxembourg']]]\n",
      "[[['aichi_prefecture']]]\n",
      "[[['aichi_prefecture']]]\n",
      "[[['western_kentucky']]]\n",
      "[[['lbft']]]\n",
      "[[['allmusic']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['bush_theatre']]]\n",
      "[[['parking_lot']]]\n",
      "[[['grand_slam_tennis']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['career_total']]]\n",
      "[[['allmusic']]]\n",
      "[[['final']]]\n",
      "[[['vicki']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['architects_british_band']]]\n",
      "[[['votes']]]\n",
      "[[['held']]]\n",
      "[[['romance_film']]]\n",
      "[[['total']]]\n",
      "[[['stuart_mcmillan_footballer']]]\n",
      "[[['ii_v']]]\n",
      "[[['43_pen']]]\n",
      "[[['isbn']]]\n",
      "[[['western_australia']]]\n",
      "[[['correcaminos_uat']]]\n",
      "[[[\"gradovich's_professional_debut\"]]]\n",
      "[[['list_of_state_roads_in_new_mexico']]]\n",
      "[[['grand_slam_titles']]]\n",
      "[[['richmond_british_columbia']]]\n",
      "[[['fujigen']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[[\"czech_republic_men's_national_volleyball_team\"]]]\n",
      "[[['proposed']]]\n",
      "[[['allmusic']]]\n",
      "[[['nominated']]]\n",
      "[[[\"athletics_at_the_2004_summer_olympics__men's_marathon\"]]]\n",
      "[[['list_of_national_football_conference_east_pro_football_hall_of_fame_inductees']]]\n",
      "[[[\"itf_women's_circuit\"]]]\n",
      "[[['news_journal_ohio']]]\n",
      "[[['tko_punches']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"aka_'beach_thick-knee\"]]]\n",
      "[[[\"aka_'bananabird\"]]]\n",
      "[[['introduced']]]\n",
      "[[['periodically']]]\n",
      "[[[\"gould's_finch\"]]]\n",
      "[[['puffin_gris_pardela']]]\n",
      "[[['bellied_plover']]]\n",
      "[[[\"the_'blue_peafowl\"]]]\n",
      "[[[\"aka_'fairy_penguin\"]]]\n",
      "[[['introduced']]]\n",
      "[[['introduced']]]\n",
      "[[['ashmore_and_cartier_islands']]]\n",
      "[[['declared_pest']]]\n",
      "[[[\"aka_'king_parrott\"]]]\n",
      "[[['introduced']]]\n",
      "[[[\"aka_'lambert_wren\"]]]\n",
      "[[[\"whistling_eagle'_or_'whistling_hawk\"]]]\n",
      "[[['white-faced_petrel']]]\n",
      "[[[\"aka_'pacific_heron\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['english']]]\n",
      "[[['percentage']]]\n",
      "[[['total']]]\n",
      "[[['european_parliament_election_2009_hungary']]]\n",
      "[[['extant']]]\n",
      "[[['unknown']]]\n",
      "[[['stage']]]\n",
      "[[['fc_dordoi_bishkek']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['1988present']]]\n",
      "[[['kuala_lumpur_fa']]]\n",
      "[[['parliament_of_canada']]]\n",
      "[[['aizo']]]\n",
      "[[['action_thriller']]]\n",
      "[[['source']]]\n",
      "[[['malaysia']]]\n",
      "[[['northwest_division_nba']]]\n",
      "[[['pacific_division_nba']]]\n",
      "[[['american_samoa']]]\n",
      "[[['north_carolina']]]\n",
      "[[['100_usd_250_usd_400_usd']]]\n",
      "[[['south_korea_gaon_international_chart']]]\n",
      "[[['roma_1972_film']]]\n",
      "[[[\"united_states_men's_national_volleyball_team\"]]]\n",
      "[[['germany_national_youth_football_team']]]\n",
      "[[['space_punctuation']]]\n",
      "[[['2015_africa_division']]]\n",
      "[[['allmusic']]]\n",
      "[[['aria_charts']]]\n",
      "[[['villers-saint-christophe']]]\n",
      "[[['noaa']]]\n",
      "[[['the_winning_actress']]]\n",
      "[[['allmusic']]]\n",
      "[[['medical_care']]]\n",
      "[[['allmusic']]]\n",
      "[[['florida']]]\n",
      "[[['allmusic']]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[['subscription']]]\n",
      "[[['allmusic']]]\n",
      "[[['elected']]]\n",
      "[[['uric']]]\n",
      "[[['allmusic']]]\n",
      "[[['u.s._billboard']]]\n",
      "[[['burlesque']]]\n",
      "[[['webisodes_documentary']]]\n",
      "[[['latroy_hawkins']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['player-coach']]]\n",
      "[[['treasure_buddies']]]\n",
      "[[['allmusic']]]\n",
      "[[['u.s._billboard']]]\n",
      "[[['million_pounds']]]\n",
      "[[['cancelled']]]\n",
      "[[['unknown']]]\n",
      "[[['2011_imola_gp2_asia_series_round']]]\n",
      "[[['pw545b']]]\n",
      "[[['sepnov_jan_maraug']]]\n",
      "[[['1936_1936_dot']]]\n",
      "[[['recap']]]\n",
      "[[['georgina_jackson']]]\n",
      "[[['sister']]]\n",
      "[[['12_bonus_track']]]\n",
      "[[['stade_dudelange']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['public_vote']]]\n",
      "[[['guangzhou_gac']]]\n",
      "[[['kenan_an_english-born_israeli-american_director']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"united_states_men's_national_basketball_team\"]]]\n",
      "[[['numbering']]]\n",
      "[[['total']]]\n",
      "[[['turkey_fed_cup_team']]]\n",
      "[[['the_topix']]]\n",
      "[[['olympiacos_f.c']]]\n",
      "[[['slovakia']]]\n",
      "[[['federazione_industria_musicale_italiana']]]\n",
      "[[['southern_terminus']]]\n",
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      "[[['nominated']]]\n",
      "[[['official_charts_company']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['tony_adcock']]]\n",
      "[[['cb_ademar_leon']]]\n",
      "[[[\"italy_men's_national_ice_hockey_team\"]]]\n",
      "[[['uk_singles_chart']]]\n",
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      "[[['itunes_alternative_chart']]]\n",
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      "[[['safe']]]\n",
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      "[[['maryland_route']]]\n",
      "[[['champions']]]\n",
      "[[['2010_a.francois']]]\n",
      "[[['2010_a.francois']]]\n",
      "[[['1983_sil']]]\n",
      "[[['advance']]]\n",
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      "[[['allmusic']]]\n",
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      "[[['qualify']]]\n",
      "[[['san_marcos_texas']]]\n",
      "[[['national_college_baseball_hall_of_fame']]]\n",
      "[[['hits']]]\n",
      "[[[\"italy_women's_national_basketball_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['location']]]\n",
      "[[['night_shift_book']]]\n",
      "[[['d_series']]]\n",
      "[[['olympus_fe_series']]]\n",
      "[[['pen_series']]]\n",
      "[[['the__or_mju_series']]]\n",
      "[[['sp_series']]]\n",
      "[[['olympus_ir-500']]]\n",
      "[[['1982_location']]]\n",
      "[[['wharetiki']]]\n",
      "[[['ozzy_and_friends_tour']]]\n",
      "[[['fa_community_shield']]]\n",
      "[[['eden_baronets']]]\n",
      "[[['regular_season_champion_conference_tournament_champion_conference_regular_season_and_conference_tournament_champion_conference_division_champion']]]\n",
      "[[['sdsu']]]\n",
      "[[['us_billboard']]]\n",
      "[[[\"witches'_broom\"]]]\n",
      "[[['new_delhi']]]\n",
      "[[['l/100km_mpg-us_mpg-imp']]]\n",
      "[[['allmusic']]]\n",
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      "[[['advance']]]\n",
      "[[['advance']]]\n",
      "[[['ariarathid']]]\n",
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      "[[['high_court_ireland']]]\n",
      "[[['away_goals_rule']]]\n",
      "[[['italy_national_basketball_team']]]\n",
      "[[['bill_james_pitcher_born_1887']]]\n",
      "[[['allmusic']]]\n",
      "[[['total']]]\n",
      "[[['report']]]\n",
      "[[['report']]]\n",
      "[[['report']]]\n",
      "[[['report']]]\n",
      "[[['optional']]]\n",
      "[[['macedonia']]]\n",
      "[[['allmusic']]]\n",
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      "[[['samuelson_aquatics_center']]]\n",
      "[[['charles_p._erdmann_natatorium']]]\n",
      "[[['la_verne_aquatic_center']]]\n",
      "[[['henry_memorial_center']]]\n",
      "[[['alumni_healthful_living_center']]]\n",
      "[[['york_college_of_pennsylvania']]]\n",
      "[[[\"football_at_the_2008_summer_olympics__men's_asian_qualifiers\"]]]\n",
      "[[['billboard']]]\n",
      "[[['sport_of_athletics']]]\n",
      "[[['span>_citation']]]\n",
      "[[['united_kingdom']]]\n",
      "[[['bicycle']]]\n",
      "[[['up_truck']]]\n",
      "[[['the_wrong_way']]]\n",
      "[[['league']]]\n",
      "[[['league']]]\n",
      "[[['mohammad_hossein_ziaei']]]\n",
      "[[['competition']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['gala_exhibition']]]\n",
      "[[['combine']]]\n",
      "[[['/kru/']]]\n",
      "[[['artaxiad_dynasty']]]\n",
      "[[['athletics']]]\n",
      "[[[\"nastro_d'argento_for_best_actress\"]]]\n",
      "[[['turkey_national_football_team']]]\n",
      "[[['praga_khan_sampler']]]\n",
      "[[['minolta_maxxum_7000']]]\n",
      "[[['minolta_maxxum_7000']]]\n",
      "[[['minolta_maxxum_7000']]]\n",
      "[[['minolta_maxxum_7000']]]\n",
      "[[['oricon']]]\n",
      "[[['allmusic']]]\n",
      "[[['espn_grades_a_100-point_scale_sources']]]\n",
      "[[['espn_grades_a_100-point_scale_sources']]]\n",
      "[[['cherepanov']]]\n",
      "[[['list_of_all-hockey_east_teams']]]\n",
      "[[['roy_bruner']]]\n",
      "[[['u.s._billboard_top_country_albums']]]\n",
      "[[['result']]]\n",
      "[[['eliminated']]]\n",
      "[[['plus']]]\n",
      "[[['allmusic']]]\n",
      "[[['unknown']]]\n",
      "[[['source_weatherbase']]]\n",
      "[[['1953_italian_grand_prix']]]\n",
      "[[['_yin_ping']]]\n",
      "[[['allmusic']]]\n",
      "[[['orion_constellation']]]\n",
      "[[['orion_constellation']]]\n",
      "[[['1888present_sun']]]\n",
      "[[['gonna_make_u_jump']]]\n",
      "[[['affectionate_face_microbial_fuel_cells']]]\n",
      "[[['ariarathid']]]\n",
      "[[['uk_us']]]\n",
      "[[['reissue']]]\n",
      "[[['power_dam_road']]]\n",
      "[[[\"china_women's_national_basketball_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['airdrieonians_f.c._1878']]]\n",
      "[[['ptolemaic_dynasty']]]\n",
      "[[['pontids']]]\n",
      "[[['u.s._figure_skating_championships']]]\n",
      "[[[\"chinese_taipei_men's_national_basketball_team\"]]]\n",
      "[[['bathgate']]]\n",
      "[[['career']]]\n",
      "[[['position']]]\n",
      "[[['columbia']]]\n",
      "[[['jerome_guezenec']]]\n",
      "[[['great_britain']]]\n",
      "[[['whigs_british_political_party']]]\n",
      "[[['cameo']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['nominated']]]\n",
      "[[['span>_citation']]]\n",
      "[[['dollywood']]]\n",
      "[[['billboard_200']]]\n",
      "[[['allmusic']]]\n",
      "[[['canadian_rpm_country_albums']]]\n",
      "[[['cameroon']]]\n",
      "[[['summer']]]\n",
      "[[['allmusic']]]\n",
      "[[['randy_grossman']]]\n",
      "[[['allmusic']]]\n",
      "[[['short_article_the_incident_reenactment']]]\n",
      "[[['heatseekers']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['withdrawn']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['destroyed']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['demolished']]]\n",
      "[[['sverigetopplistan']]]\n",
      "[[['rounded']]]\n",
      "[[['points']]]\n",
      "[[['total']]]\n",
      "[[['final']]]\n",
      "[[['totals']]]\n",
      "[[['jamaica_fed_cup_team']]]\n",
      "[[['soviet_union_national_under-18_football_team']]]\n",
      "[[['regular_season_champion_conference_tournament_champion_conference_regular_season_and_conference_tournament_champion_conference_division_champion']]]\n",
      "[[['allmusic']]]\n",
      "[[['anquan_boldin']]]\n",
      "[[['the_executive_board']]]\n",
      "[[['sally_&_carmelo']]]\n",
      "[[['pennsylvania_route_309']]]\n",
      "[[['allmusic']]]\n",
      "[[['anti-aircraft_warfare']]]\n",
      "[[['missile']]]\n",
      "[[[\"canada_women's_national_volleyball_team\"]]]\n",
      "[[['6-car_b-type']]]\n",
      "[[['theirs']]]\n",
      "[[['recorded_music_nz']]]\n",
      "[[['bulgarian_parliamentary_election_2009']]]\n",
      "[[['1_sa/b']]]\n",
      "[[['2013_afl_season']]]\n",
      "[[['hughes']]]\n",
      "[[['hughes']]]\n",
      "[[['2011_neafl_season']]]\n",
      "[[['2011_icc_eap_cricket_trophy_twenty20_division_one']]]\n",
      "[[['unknown']]]\n",
      "[[['unknown']]]\n",
      "[[['suki_ni_natta_otokonoko']]]\n",
      "[[['advance']]]\n",
      "[[['allmusic']]]\n",
      "[[['first_meeting']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"italy_men's_national_water_polo_team\"]]]\n",
      "[[[\"jott's_uk_site\"]]]\n",
      "[[['3,068.17_usd']]]\n",
      "[[['died']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['eliminated']]]\n",
      "[[['his_options']]]\n",
      "[[[\"taekwondo_at_the_2008_summer_olympics__women's_49_kg\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['hockey_east']]]\n",
      "[[['plaza_de_recreo_ramon_emeterio_betances']]]\n",
      "[[['swing_+6.79%']]]\n",
      "[[['turkey_national_under-19_football_team']]]\n",
      "[[['strength']]]\n",
      "[[['turnout']]]\n",
      "[[['allmusic']]]\n",
      "[[['correct_input']]]\n",
      "[[['notes']]]\n",
      "[[['rifle_shooting']]]\n",
      "[[['rebecca_johnston']]]\n",
      "[[['painted']]]\n",
      "[[['a_bet']]]\n",
      "[[['advance']]]\n",
      "[[['confirmed']]]\n",
      "[[['<span']]]\n",
      "[[['total']]]\n",
      "[[['official_ncaa_records']]]\n",
      "[[['higashi_obuke_station']]]\n",
      "[[['advance']]]\n",
      "[[['the_weather_channel']]]\n",
      "[[['allmusic']]]\n",
      "[[['u.s._billboard_top_country_albums']]]\n",
      "[[['u.s._billboard_top_country_albums']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['m_>ft']]]\n",
      "[[['stub']]]\n",
      "[[['nominated']]]\n",
      "[[['nana_patekar']]]\n",
      "[[['kstp-tv/surveyusa']]]\n",
      "[[['nominated']]]\n",
      "[[['accomplished']]]\n",
      "[[['jana_zverinova']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['unknown']]]\n",
      "[[['members_of_the_12th_dail']]]\n",
      "[[['cathaoirleach']]]\n",
      "[[['members_of_the_12th_dail']]]\n",
      "[[['members_of_the_12th_dail']]]\n",
      "[[['brett_myers']]]\n",
      "[[['1968_in_association_football']]]\n",
      "[[['holborn']]]\n",
      "[[[\"when_i'm_sixty\"]]]\n",
      "[[['european_parliament_election_2009_germany']]]\n",
      "[[['advance']]]\n",
      "[[['total']]]\n",
      "[[['elected']]]\n",
      "[[['2011_6_hours_of_zhuhai']]]\n",
      "[[['live']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['aster_yellows']]]\n",
      "[[['retrieved']]]\n",
      "[[['location']]]\n",
      "[[['allmusic']]]\n",
      "[[['12_digits']]]\n",
      "[[['u.s._billboard']]]\n",
      "[[['italy_national_baseball_team']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['unknown']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['malaysian_meteorological_department']]]\n",
      "[[['walkover']]]\n",
      "[[['china']]]\n",
      "[[['rio_abajo_f.c']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['2006present']]]\n",
      "[[['fc_barcelona']]]\n",
      "[[['allmusic']]]\n",
      "[[['ballots']]]\n",
      "[[['source']]]\n",
      "[[['activision']]]\n",
      "[[['francesco_severi']]]\n",
      "[[['luigi_villoresi']]]\n",
      "[[['e._perucchini']]]\n",
      "[[['gaetano_starrabba']]]\n",
      "[[['west_virginia']]]\n",
      "[[['bts_skytrain']]]\n",
      "[[['american']]]\n",
      "[[['norris']]]\n",
      "[[['knmi']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['total']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['known']]]\n",
      "[[['google_map']]]\n",
      "[[['zanzibar_national_football_team']]]\n",
      "[[['span>_citation']]]\n",
      "[[['turkey']]]\n",
      "[[['1000_births']]]\n",
      "[[['yes_jailbroken']]]\n",
      "[[['class_battleships']]]\n",
      "[[['coaches_poll']]]\n",
      "[[['recorded_music_nz']]]\n",
      "[[['robin_vik']]]\n",
      "[[['b00cpwr9j6']]]\n",
      "[[['allmusic']]]\n",
      "[[['synonym_ophiacodon']]]\n",
      "[[['unknown']]]\n",
      "[[['result']]]\n",
      "[[['harriet']]]\n",
      "[[['88_counties']]]\n",
      "[[['diyanet']]]\n",
      "[[['yazidis']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['5.842mm_dbp87']]]\n",
      "[[['200304_uefa_champions_league']]]\n",
      "[[['199899_uefa_champions_league']]]\n",
      "[[['198788_european_cup']]]\n",
      "[[['196566_european_cup']]]\n",
      "[[['aleksey_akatyev']]]\n",
      "[[['public_policy_polling']]]\n",
      "[[['republic_of_ireland_national_under-17_football_team']]]\n",
      "[[['cesar_cedeno']]]\n",
      "[[['allmusic']]]\n",
      "[[['list_of_coronation_street_characters_2013']]]\n",
      "[[['total']]]\n",
      "[[[\"turkey_women's_national_handball_team\"]]]\n",
      "[[['milesians_irish']]]\n",
      "[[['qualification']]]\n",
      "[[['s.s._murata']]]\n",
      "[[['u.s._billboard']]]\n",
      "[[['eliminated']]]\n",
      "[[['eliminated']]]\n",
      "[[['eliminated']]]\n",
      "[[['number_athletes']]]\n",
      "[[['russian_figure_skating_championships']]]\n",
      "[[['u.s._billboard']]]\n",
      "[[['dwarfism']]]\n",
      "[[['donald_lee_american_football']]]\n",
      "[[['traffic_in_souls']]]\n",
      "[[['telescope']]]\n",
      "[[['telescope']]]\n",
      "[[['telescope']]]\n",
      "[[['telescope']]]\n",
      "[[['telescope']]]\n",
      "[[['telescope']]]\n",
      "[[['telescope']]]\n",
      "[[['telescope']]]\n",
      "[[['311_311e_forest_biometrics_research_program']]]\n",
      "[[['definitely']]]\n",
      "[[['bikaner']]]\n",
      "[[['payne_stewart']]]\n",
      "[[['nothing_fails']]]\n",
      "[[['oricon']]]\n",
      "[[['marcelle_matthews']]]\n",
      "[[['struggle_from_the_subway_to_the_charts']]]\n",
      "[[['held']]]\n",
      "[[['nicolas_dubois']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['phoenician_letter']]]\n",
      "[[['new_south_wales_state_election_1920']]]\n",
      "[[['allmusic']]]\n",
      "[[['japanese_aircraft_carrier_shinano']]]\n",
      "[[['the_hiburi_class']]]\n",
      "[[['allmusic']]]\n",
      "[[['1982-present']]]\n",
      "[[['advance']]]\n",
      "[[['noaa']]]\n",
      "[[['allmusic']]]\n",
      "[[['deportivo_quito']]]\n",
      "[[['switzerland']]]\n",
      "[[['equisetaceae']]]\n",
      "[[['resident_advisor']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['retrieved']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['source_altitude']]]\n",
      "[[['\"halo\"_vinyl-covered_roof_sst_full_vinyl-covered_roof_package\"_390_engine']]]\n",
      "[[['adjusted_life_year']]]\n",
      "[[['indonesia']]]\n",
      "[[['education_fc']]]\n",
      "[[['exit']]]\n",
      "[[['allmusic']]]\n",
      "[[['swichi_doojoon_daehun']]]\n",
      "[[['allmusic']]]\n",
      "[[['regular_season_champion_conference_tournament_champion_conference_regular_season_and_conference_tournament_champion_conference_division_champion']]]\n",
      "[[['regular_season_champion_conference_tournament_champion_conference_regular_season_and_conference_tournament_champion_conference_division_champion']]]\n",
      "[[['announced']]]\n",
      "[[['eastern_time_zone']]]\n",
      "[[['allmusic']]]\n",
      "[[['al_brazle']]]\n",
      "[[['oral_dermal']]]\n",
      "[[['willie_sudhoff']]]\n",
      "[[['house_diodotus']]]\n",
      "[[['synonym_aulacephalodon']]]\n",
      "[[['synonym_gorgonops']]]\n",
      "[[['synonym_diademodon']]]\n",
      "[[['synonym_dicynodon']]]\n",
      "[[['synonym_endothiodon']]]\n",
      "[[['synonym_cerdorhinus']]]\n",
      "[[['junior_synonym_exaeretodon']]]\n",
      "[[['synonym_kannemeyeria']]]\n",
      "[[['release_date']]]\n",
      "[[['live_action']]]\n",
      "[[['allmusic']]]\n",
      "[[['minnesota_junior_stars_midjhl']]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['chief_bender']]]\n",
      "[[['6_cell_battery']]]\n",
      "[[['antonio_veiga_suarez']]]\n",
      "[[['wisconsin']]]\n",
      "[[['rose']]]\n",
      "[[['bulgarian_parliamentary_election_2009']]]\n",
      "[[['total']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"south_korea_men's_national_ice_hockey_team\"]]]\n",
      "[[['total']]]\n",
      "[[['sphalerite']]]\n",
      "[[['four_cylinder_models_optional_00-02_four_cylinder_models']]]\n",
      "[[['nominated']]]\n",
      "[[['4_6x_xx']]]\n",
      "[[['the_numbers_browser_market_share']]]\n",
      "[[['allmusic']]]\n",
      "[[['2003_fa_community_shield']]]\n",
      "[[[\"south_korea_men's_national_volleyball_team\"]]]\n",
      "[[['cholecalciferol']]]\n",
      "[[['rachel_homan']]]\n",
      "[[['france']]]\n",
      "[[['korean']]]\n",
      "[[['prabhudeva_livinston_meena_kousalya']]]\n",
      "[[['china_national_football_team']]]\n",
      "[[['masahiro_yamada']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"united_states_men's_national_ice_hockey_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['dprp']]]\n",
      "[[['pw545b']]]\n",
      "[[['allmusic']]]\n",
      "[[['chart']]]\n",
      "[[['biological_sciences']]]\n",
      "[[['lexington_ohio']]]\n",
      "[[['miss_florida_teen_usa']]]\n",
      "[[['miss_idaho_usa']]]\n",
      "[[['miss_nevada_usa']]]\n",
      "[[['miss_tennessee_usa']]]\n",
      "[[['miss_washington_usa']]]\n",
      "[[['priorities']]]\n",
      "[[['second_extra_hole']]]\n",
      "[[['sera']]]\n",
      "[[['toronto_argonauts']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['ap_poll']]]\n",
      "[[['ap_poll']]]\n",
      "[[['retrieved']]]\n",
      "[[[\"united_states_men's_national_volleyball_team\"]]]\n",
      "[[['32_pts']]]\n",
      "[[['new_zealand_fourth_title']]]\n",
      "[[['clube_de_regatas_do_flamengo']]]\n",
      "[[['alastair_cook']]]\n",
      "[[['us_top_music_videos']]]\n",
      "[[['honnoji_temple']]]\n",
      "[[['elected']]]\n",
      "[[['noaa']]]\n",
      "[[['big_g']]]\n",
      "[[['query']]]\n",
      "[[['qualify']]]\n",
      "[[['hubert_egger']]]\n",
      "[[['nominated']]]\n",
      "[[['kindergarten']]]\n",
      "[[['national_register_of_historic_places']]]\n",
      "[[['empty_timestamp_argument']]]\n",
      "[[['destroyed']]]\n",
      "[[['final']]]\n",
      "[[['italy_national_futsal_team']]]\n",
      "[[['175_4_210_0_hvy']]]\n",
      "[[['unknown_chemical_properties']]]\n",
      "[[['allmusic']]]\n",
      "[[['turkey_fed_cup_team']]]\n",
      "[[['50_bfd']]]\n",
      "[[['50_dnf']]]\n",
      "[[['50_dsq']]]\n",
      "[[['source_altitude']]]\n",
      "[[['belemnotheutis']]]\n",
      "[[['regional_mexican_albums']]]\n",
      "[[['source']]]\n",
      "[[['wilson_&_alroy']]]\n",
      "[[['grand_slam_tennis']]]\n",
      "[[['unknown']]]\n",
      "[[['wisconsin_11']]]\n",
      "[[['60_km/h']]]\n",
      "[[['retrieved']]]\n",
      "[[['jupiter_mass']]]\n",
      "[[['201213_taca_da_liga']]]\n",
      "[[['storm']]]\n",
      "[[['official_results_le_directeur_general_des_elections_du_quebec']]]\n",
      "[[['new_zealand_national_under-23_football_team']]]\n",
      "[[['oricon']]]\n",
      "[[['results']]]\n",
      "[[['eliminated']]]\n",
      "[[['pass']]]\n",
      "[[['noaa']]]\n",
      "[[['u.s._billboard_hot_country_singles']]]\n",
      "[[['leinster_senior_hurling_championship']]]\n",
      "[[['feyenoord']]]\n",
      "[[[\"canada_men's_national_soccer_team\"]]]\n",
      "[[['gfk_entertainment']]]\n",
      "[[['solaris_operating_system']]]\n",
      "[[['ios_jailbreaking']]]\n",
      "[[['openwrt']]]\n",
      "[[['android_operating_system']]]\n",
      "[[['komma_dit']]]\n",
      "[[[\"serbia_men's_national_water_polo_team\"]]]\n",
      "[[['interval_cents']]]\n",
      "[[['texas_state_highways']]]\n",
      "[[['stockholm_the_triffids_album']]]\n",
      "[[['allmusic']]]\n",
      "[[['final']]]\n",
      "[[['united_states']]]\n",
      "[[['1600_ecc']]]\n",
      "[[['angela']]]\n",
      "[[['chapters']]]\n",
      "[[['ump_limited_modifieds']]]\n",
      "[[['seoul']]]\n",
      "[[['mixed']]]\n",
      "[[[\"ireland_women's_national_basketball_team\"]]]\n",
      "[[['source_nohlen_&_stover']]]\n",
      "[[['morris_dukuly']]]\n",
      "[[['empty_timestamp_argument']]]\n",
      "[[['irish_singles_chart']]]\n",
      "[[['friendly']]]\n",
      "[[['ensi']]]\n",
      "[[['total']]]\n",
      "[[['46th_berlin_international_film_festival']]]\n",
      "[[['mao_jingdian']]]\n",
      "[[['renminbi']]]\n",
      "[[['career_total']]]\n",
      "[[['ap_poll']]]\n",
      "[[['markus_naslund']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"australia_men's_national_water_polo_team\"]]]\n",
      "[[['percentage']]]\n",
      "[[['indonesia_top_digital_songs']]]\n",
      "[[['the_numbers_browser_market_share']]]\n",
      "[[['allmusic']]]\n",
      "[[['estadio_municipal_de_bolivar']]]\n",
      "[[['ford_ecoboost_200']]]\n",
      "[[['combine']]]\n",
      "[[['allmusic']]]\n",
      "[[['retrieved']]]\n",
      "[[['east_germany']]]\n",
      "[[['allmusic']]]\n",
      "[[['built']]]\n",
      "[[['arsacid_dynasty']]]\n",
      "[[['total']]]\n",
      "[[['den_haag_mariahoeve_railway_station']]]\n",
      "[[['allmusic']]]\n",
      "[[['bruce_berenyi']]]\n",
      "[[['cross_rhythms']]]\n",
      "[[['ovarian_development']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['lviv']]]\n",
      "[[['retrieved']]]\n",
      "[[['span>_citation']]]\n",
      "[[['aria_charts']]]\n",
      "[[['correct_results']]]\n",
      "[[['total']]]\n",
      "[[['os_grid_coordinates']]]\n",
      "[[['allmusic']]]\n",
      "[[['*non-conference_game_homecoming']]]\n",
      "[[['thai_division_1_league']]]\n",
      "[[['nominated']]]\n",
      "[[['top_heatseekers']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['florida_student_association']]]\n",
      "[[['operational']]]\n",
      "[[['operational']]]\n",
      "[[['hotel']]]\n",
      "[[['collegiate_baseball_newspaper']]]\n",
      "[[['collegiate_baseball_newspaper']]]\n",
      "[[['final']]]\n",
      "[[['allmusic']]]\n",
      "[[['companion_dog']]]\n",
      "[[['terrier']]]\n",
      "[[['image']]]\n",
      "[[['allmusic']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['jay_johnston']]]\n",
      "[[['jay_johnston']]]\n",
      "[[['billboard_200']]]\n",
      "[[['filmfare_best_actress_award_telugu']]]\n",
      "[[['+1_lap']]]\n",
      "[[['featured_voice']]]\n",
      "[[['happy_item_chapter_24']]]\n",
      "[[['unknown']]]\n",
      "[[['allmusic']]]\n",
      "[[['1992present']]]\n",
      "[[['writer']]]\n",
      "[[['writer']]]\n",
      "[[['musical/suspense']]]\n",
      "[[['social']]]\n",
      "[[['robert_christgau']]]\n",
      "[[['gaon_music_chart']]]\n",
      "[[['john_wetteland']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['isbn']]]\n",
      "[[['ap_poll']]]\n",
      "[[['ap_poll']]]\n",
      "[[['blackheath_place']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['teflon_brothers']]]\n",
      "[[['pontids']]]\n",
      "[[['no._<span_transparent_hidden_color']]]\n",
      "[[['uric']]]\n",
      "[[['vowel']]]\n",
      "[[['jerome_gondorf']]]\n",
      "[[['allmusic']]]\n",
      "[[['source']]]\n",
      "[[['fedex_express']]]\n",
      "[[['missing_shields']]]\n",
      "[[['smooth_jazz']]]\n",
      "[[['australia_at_the_2002_commonwealth_games']]]\n",
      "[[['livia_pelin']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['unknown']]]\n",
      "[[['report']]]\n",
      "[[['whitecourt_star']]]\n",
      "[[['l8290ot']]]\n",
      "[[['allmusic']]]\n",
      "[[['built']]]\n",
      "[[['source_government_maharashtra']]]\n",
      "[[['allmusic']]]\n",
      "[[['anchors_-_multiple_food_vendors']]]\n",
      "[[['report']]]\n",
      "[[['report']]]\n",
      "[[['kofudai_station_chiba']]]\n",
      "[[['spartocids']]]\n",
      "[[['unknown']]]\n",
      "[[['allmusic']]]\n",
      "[[['total_delegates']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['2014_fifa_world_cup_qualification']]]\n",
      "[[['allmusic']]]\n",
      "[[['canadian_models']]]\n",
      "[[['live_beginnings']]]\n",
      "[[['long_eaton_united_f.c']]]\n",
      "[[['quarter']]]\n",
      "[[['higashi-koganei_station']]]\n",
      "[[['unopposed']]]\n",
      "[[['british_columbia']]]\n",
      "[[['newcomer_party']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"juggernaut_rides_'89'98\"]]]\n",
      "[[['vuelvo']]]\n",
      "[[['allmusic']]]\n",
      "[[['asian_australian_football_championships']]]\n",
      "[[['shishunaga_dynasty']]]\n",
      "[[['hobby_stocks_stocks']]]\n",
      "[[['different_sources']]]\n",
      "[[['recorded']]]\n",
      "[[['r&d_magazine']]]\n",
      "[[['shohreh_aghdashloo']]]\n",
      "[[['shohreh_aghdashloo']]]\n",
      "[[['source_bbc_weather']]]\n",
      "[[['correct']]]\n",
      "[[['correct']]]\n",
      "[[['aria_charts']]]\n",
      "[[['shimla']]]\n",
      "[[['span>_citation']]]\n",
      "[[['ryan_davenport']]]\n",
      "[[['chapters']]]\n",
      "[[['denmark']]]\n",
      "[[[\"turkey_women's_national_handball_team\"]]]\n",
      "[[['vasily_nuzhny']]]\n",
      "[[['allmusic']]]\n",
      "[[['public_policy_polling']]]\n",
      "[[['hong_kong']]]\n",
      "[[['hong_kong']]]\n",
      "[[['united_kingdom']]]\n",
      "[[['west_virginia_mountaineers_football']]]\n",
      "[[['local']]]\n",
      "[[['american']]]\n",
      "[[['american']]]\n",
      "[[['patrick']]]\n",
      "[[['result']]]\n",
      "[[['allmusic']]]\n",
      "[[['adelaide_giants']]]\n",
      "[[['artificial']]]\n",
      "[[['radical_party_of_the_left']]]\n",
      "[[['shosai_ikkei']]]\n",
      "[[['masahisa']]]\n",
      "[[['nobuhide_ii']]]\n",
      "[[['kunichika_later_schoolname_toyohara']]]\n",
      "[[['osai']]]\n",
      "[[['meiji']]]\n",
      "[[['unknown']]]\n",
      "[[['nominated']]]\n",
      "[[['sylvia_honegger']]]\n",
      "[[['allmusic']]]\n",
      "[[['icosahedron']]]\n",
      "[[['new_zealand']]]\n",
      "[[[\"sweden_women's_national_football_team\"]]]\n",
      "[[['bd+cd']]]\n",
      "[[['london_queens_club_england_grass']]]\n",
      "[[['murr']]]\n",
      "[[[\"syndicat_national_de_l'edition_phonographique\"]]]\n",
      "[[['bucky_harris']]]\n",
      "[[['spin_magazine']]]\n",
      "[[['denny_driscoll']]]\n",
      "[[['ornithocheiridae']]]\n",
      "[[['correct_input']]]\n",
      "[[['quarter-finals']]]\n",
      "[[['allmusic']]]\n",
      "[[['manchester_united_f.c']]]\n",
      "[[['correct_input']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['club_universidad_de_chile']]]\n",
      "[[['allmusic']]]\n",
      "[[['aster_yellows']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['qi_tian']]]\n",
      "[[['lost']]]\n",
      "[[['sony']]]\n",
      "[[['black_canadians']]]\n",
      "[[['coaches_poll']]]\n",
      "[[['goursat_tetrahedron']]]\n",
      "[[['bhanupriya']]]\n",
      "[[['extra_pastel_colored_back_pain']]]\n",
      "[[['total']]]\n",
      "[[['unknown']]]\n",
      "[[['total']]]\n",
      "[[['international_junior']]]\n",
      "[[['macau']]]\n",
      "[[['eastern_time_zone']]]\n",
      "[[['allmusic']]]\n",
      "[[['north_american_allied_fight_series']]]\n",
      "[[['crossroads_2010']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['total']]]\n",
      "[[['defenders']]]\n",
      "[[['ap_poll']]]\n",
      "[[['ap_poll']]]\n",
      "[[['10,000_cfa']]]\n",
      "[[['virgin_crosscountry']]]\n",
      "[[['john_thornton_baseball']]]\n",
      "[[['helen_hild']]]\n",
      "[[['nina_the_flower_girl']]]\n",
      "[[['jesus_freak_hideout']]]\n",
      "[[['idora_hegel']]]\n",
      "[[['euro']]]\n",
      "[[['combine']]]\n",
      "[[[\"mr._smith's_resignation\"]]]\n",
      "[[['china_at_the_1974_asian_games']]]\n",
      "[[['ap_poll']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['2009_afl_season']]]\n",
      "[[['total']]]\n",
      "[[['us_hard_rock_chart']]]\n",
      "[[['incumbent']]]\n",
      "[[['w/ow/d']]]\n",
      "[[['goteborgs_aik']]]\n",
      "[[[\"italy_men's_national_ice_hockey_team\"]]]\n",
      "[[['available']]]\n",
      "[[['national_institute_for_health_and_care_excellence']]]\n",
      "[[['1999present']]]\n",
      "[[['eastern_time_zone']]]\n",
      "[[['summer']]]\n",
      "[[['summer']]]\n",
      "[[['fir_park_corner']]]\n",
      "[[['fir_park_corner']]]\n",
      "[[['fir_park_corner']]]\n",
      "[[['glyph_form']]]\n",
      "[[['allmusic']]]\n",
      "[[['play']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['advance']]]\n",
      "[[['including']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"cycling_at_the_2012_summer_olympics__men's_keirin\"]]]\n",
      "[[['overtime_sports']]]\n",
      "[[['nikolay_baskov']]]\n",
      "[[['destination']]]\n",
      "[[['nagpur_railway_station']]]\n",
      "[[['the_idle_class']]]\n",
      "[[['19992000_nba_season']]]\n",
      "[[['span>_citation']]]\n",
      "[[['1_episode']]]\n",
      "[[['salmon_pinwheels_rich_white_chocolate_cheesecake_dip']]]\n",
      "[[['z_n/s']]]\n",
      "[[['z_n/s']]]\n",
      "[[['z_n/s']]]\n",
      "[[['z_s/n']]]\n",
      "[[['mohammed_al_owais']]]\n",
      "[[['long_mountain_parkway']]]\n",
      "[[['sputnikmusic']]]\n",
      "[[['regular_season_totals']]]\n",
      "[[['mayaguez_puerto_rico']]]\n",
      "[[['satavahana_dynasty']]]\n",
      "[[['45_us_90_arvn']]]\n",
      "[[['huston_street']]]\n",
      "[[['allmusic']]]\n",
      "[[['retrieved']]]\n",
      "[[['allmusic']]]\n",
      "[[['feet']]]\n",
      "[[['allmusic']]]\n",
      "[[['normals_19812010']]]\n",
      "[[['metal_storm_webzine']]]\n",
      "[[['n/a_0_reviews']]]\n",
      "[[['outside']]]\n",
      "[[['span>_citation']]]\n",
      "[[['span>_citation']]]\n",
      "[[['western_collegiate_hockey_association']]]\n",
      "[[['a_k_j']]]\n",
      "[[['jay_demerit']]]\n",
      "[[['rank']]]\n",
      "[[['3.24_votes_ballot']]]\n",
      "[[['3.24_votes_ballot']]]\n",
      "[[['standard_edition']]]\n",
      "[[['standard_edition']]]\n",
      "[[['allmusic']]]\n",
      "[[['public_policy_polling']]]\n",
      "[[[\"ferencvarosi_tc_men's_water_polo\"]]]\n",
      "[[['flin_flon_bombers']]]\n",
      "[[['2003_in_film']]]\n",
      "[[['2004_in_film']]]\n",
      "[[['2005_in_film']]]\n",
      "[[['2006_in_film']]]\n",
      "[[['2010_in_film']]]\n",
      "[[['yardage']]]\n",
      "[[['international']]]\n",
      "[[['japan']]]\n",
      "[[['international']]]\n",
      "[[['joe_blong']]]\n",
      "[[['points']]]\n",
      "[[['allmusic']]]\n",
      "[[['ukrainian_charts']]]\n",
      "[[['china_national_under-17_football_team']]]\n",
      "[[['south_korea_national_basketball_team']]]\n",
      "[[['japanese_album_chart']]]\n",
      "[[[\"chinese_taipei_men's_national_volleyball_team\"]]]\n",
      "[[['nominated']]]\n",
      "[[['longest_drought_team_history']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['total']]]\n",
      "[[['\"snoopified']]]\n",
      "[[['order']]]\n",
      "[[['prior']]]\n",
      "[[['zhou_dynasty']]]\n",
      "[[['iris_-_spectacolul_abia_incepe']]]\n",
      "[[['total']]]\n",
      "[[['indiana']]]\n",
      "[[['suwon_samsung_bluewings']]]\n",
      "[[['gold']]]\n",
      "[[['total']]]\n",
      "[[['chart']]]\n",
      "[[['ne_128_overlap']]]\n",
      "[[['total']]]\n",
      "[[['list_of_the_confidant_characters']]]\n",
      "[[['unknown']]]\n",
      "[[['allmusic']]]\n",
      "[[['gaon']]]\n",
      "[[['bangladesh_at_the_2010_asian_games']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['off_round']]]\n",
      "[[['off_round']]]\n",
      "[[['off_round']]]\n",
      "[[['allmusic']]]\n",
      "[[['homecoming']]]\n",
      "[[['braga']]]\n",
      "[[['gaon_album_chart']]]\n",
      "[[['region']]]\n",
      "[[['retrieved']]]\n",
      "[[['shiprock']]]\n",
      "[[['mem_e&w']]]\n",
      "[[['ariarathid']]]\n",
      "[[['zhou_dynasty']]]\n",
      "[[['range']]]\n",
      "[[['dutch-speaking_electoral_college']]]\n",
      "[[['allmusic']]]\n",
      "[[['music_recording_sales_certification']]]\n",
      "[[['maryland_route']]]\n",
      "[[['allmusic']]]\n",
      "[[['doc_marshall_infielder']]]\n",
      "[[['uk_albums_chart']]]\n",
      "[[['kill_i_oughtta']]]\n",
      "[[['allmusic']]]\n",
      "[[['advance']]]\n",
      "[[['eibp-1']]]\n",
      "[[['orontid_dynasty']]]\n",
      "[[['juventud_santa_rosa']]]\n",
      "[[['oricon']]]\n",
      "[[['regular']]]\n",
      "[[['filming']]]\n",
      "[[['house_of_m']]]\n",
      "[[['present']]]\n",
      "[[['present']]]\n",
      "[[['china_national_badminton_team']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['2006_ryder_cup']]]\n",
      "[[['the_red_circles']]]\n",
      "[[['scottish_junior_football_east_region_premier_league']]]\n",
      "[[['hard']]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[['website']]]\n",
      "[[['source_weatherbase']]]\n",
      "[[['southeast_division']]]\n",
      "[[['southeast_division']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['no_time']]]\n",
      "[[['no_time']]]\n",
      "[[['107%_time']]]\n",
      "[[['indonesia']]]\n",
      "[[['philippines']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['pain']]]\n",
      "[[['association_of_hungarian_record_companies']]]\n",
      "[[['allmusic']]]\n",
      "[[['national_population_and_family_planning_commission']]]\n",
      "[[['national_championship_conference_title_conference_division_title']]]\n",
      "[[['national_college_baseball_hall_of_fame']]]\n",
      "[[['2013_central_american_and_caribbean_championships_in_athletics__results']]]\n",
      "[[['demolition/redevelopment']]]\n",
      "[[['demolished']]]\n",
      "[[['building_homepage']]]\n",
      "[[['completed']]]\n",
      "[[['regular_season_champion_conference_tournament_champion_conference_regular_season_and_conference_tournament_champion_conference_division_champion']]]\n",
      "[[['regular_season_champion_conference_tournament_champion_conference_regular_season_and_conference_tournament_champion_conference_division_champion']]]\n",
      "[[['live']]]\n",
      "[[['toyota_super_corollas']]]\n",
      "[[['the_pba']]]\n",
      "[[['the_pba']]]\n",
      "[[['3_championships']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['exit118']]]\n",
      "[[['tv_setouchi']]]\n",
      "[[['held']]]\n",
      "[[['comedy']]]\n",
      "[[['daydream']]]\n",
      "[[['prime']]]\n",
      "[[['allmusic']]]\n",
      "[[['away_goals_rule']]]\n",
      "[[['allmusic']]]\n",
      "[[['wichita_state_university']]]\n",
      "[[['allmusic']]]\n",
      "[[['7_forts']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['ziggy_marley']]]\n",
      "[[['report']]]\n",
      "[[['1949_ulster_grand_prix']]]\n",
      "[[['vijaya']]]\n",
      "[[['lau_wai_kay']]]\n",
      "[[['french']]]\n",
      "[[['j_u_l']]]\n",
      "[[['boy_in_waiting']]]\n",
      "[[['listed']]]\n",
      "[[['aria_singles_chart']]]\n",
      "[[['ultimate_collection']]]\n",
      "[[['active_built_the_nigerian_naval_dockyard_2012']]]\n",
      "[[['deccan_chronicle']]]\n",
      "[[['antonio_morel_y_su_orquesta']]]\n",
      "[[['nominated']]]\n",
      "[[['t_s/a']]]\n",
      "[[['t_s/a']]]\n",
      "[[['glossary_of_american_football']]]\n",
      "[[['glossary_of_american_football']]]\n",
      "[[['9191_aet']]]\n",
      "[[['eastern_time_zone']]]\n",
      "[[['allmusic']]]\n",
      "[[['antarctica']]]\n",
      "[[['analytics_tools']]]\n",
      "[[['united_states']]]\n",
      "[[['formerly_\"castle']]]\n",
      "[[['helen_w._nies']]]\n",
      "[[['allmusic']]]\n",
      "[[['population']]]\n",
      "[[['luxembourg_findel_airport']]]\n",
      "[[['2007_speedway_grand_prix_of_germany']]]\n",
      "[[['allmusic']]]\n",
      "[[['sheffield_wednesday_f.c']]]\n",
      "[[['bill_dickey']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['sverigetopplistan']]]\n",
      "[[['estudios_ambientales']]]\n",
      "[[['lupeni']]]\n",
      "[[['active']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['fc_barcelona_women']]]\n",
      "[[['hell_chapter']]]\n",
      "[[['unknown']]]\n",
      "[[['high']]]\n",
      "[[['canadian_hot_100']]]\n",
      "[[['official_charts_company']]]\n",
      "[[['china_meteorological_administration']]]\n",
      "[[['total']]]\n",
      "[[['arsacid_dynasty']]]\n",
      "[[['undisclosed']]]\n",
      "[[[\"canada_men's_national_basketball_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['empty_timestamp_argument']]]\n",
      "[[['illawarra_steelers']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['filming']]]\n",
      "[[['1984_san_francisco_49ers_season']]]\n",
      "[[['allmusic']]]\n",
      "[[['wang_xiuli']]]\n",
      "[[['central_time_zone']]]\n",
      "[[['unknown']]]\n",
      "[[['shinya_takahashi']]]\n",
      "[[['jackie_mcgrory']]]\n",
      "[[['recap']]]\n",
      "[[['recap']]]\n",
      "[[['dutch_singles_chart']]]\n",
      "[[['u.s._billboard_hot_country_singles_tracks']]]\n",
      "[[['allmusic']]]\n",
      "[[['trost_2005_galanthamine_total_synthesis']]]\n",
      "[[['ap_poll']]]\n",
      "[[['niwa_climate_data']]]\n",
      "[[['western_terminus']]]\n",
      "[[['england_national_beach_football_team']]]\n",
      "[[['digital_domain']]]\n",
      "[[['1971_world_championship_victory_race']]]\n",
      "[[['oricon']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['southern_railway_uk']]]\n",
      "[[['tv_series']]]\n",
      "[[['superettes']]]\n",
      "[[['nominated']]]\n",
      "[[['blackburn_rovers_f.c']]]\n",
      "[[['jordan_chong']]]\n",
      "[[['sasaya_station']]]\n",
      "[[['jupiter_mass']]]\n",
      "[[['gluteus_maximus_muscle']]]\n",
      "[[[\"united_states_men's_national_ice_hockey_team\"]]]\n",
      "[[['2007_gran_premio_tecate']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[[\"o'er\"]]]\n",
      "[[['prime_ministers_the_republic_of_cuba']]]\n",
      "[[['epitaph_records']]]\n",
      "[[['ron_northey']]]\n",
      "[[['table_of_nuclides_segmented_narrow']]]\n",
      "[[['the_red_shoes_song']]]\n",
      "[[['amelia_racea']]]\n",
      "[[['allmusic']]]\n",
      "[[['720p_dd5.1']]]\n",
      "[[['singles_hot_r_b']]]\n",
      "[[['county_of_cerdanya']]]\n",
      "[[['_verification']]]\n",
      "[[['jr._synonym_ornithocheirus']]]\n",
      "[[['ressel']]]\n",
      "[[['walkover']]]\n",
      "[[['chapters']]]\n",
      "[[['total']]]\n",
      "[[['england_national_rugby_league_team']]]\n",
      "[[['nominated']]]\n",
      "[[['the_europa_league_second_leg_fc_dnipro_dnipropetrovsk']]]\n",
      "[[['australia_national_under-20_soccer_team']]]\n",
      "[[['loan']]]\n",
      "[[['loan']]]\n",
      "[[['loan']]]\n",
      "[[['loan']]]\n",
      "[[['loan']]]\n",
      "[[['fired']]]\n",
      "[[['total']]]\n",
      "[[['productores_de_musica_de_espana']]]\n",
      "[[['eu_candidate']]]\n",
      "[[['eu_candidate']]]\n",
      "[[['eu_candidate']]]\n",
      "[[['eu_candidate']]]\n",
      "[[['median_family_income']]]\n",
      "[[['allmusic']]]\n",
      "[[['total']]]\n",
      "[[['dropped']]]\n",
      "[[['allmusic']]]\n",
      "[[['michigan_city_indiana']]]\n",
      "[[['episode']]]\n",
      "[[['episode']]]\n",
      "[[['desperate_housewives_the_complete_collection']]]\n",
      "[[['empty_timestamp_argument']]]\n",
      "[[['allmusic']]]\n",
      "[[['5,000.00_usd']]]\n",
      "[[['billboard_charts']]]\n",
      "[[['timber_lake']]]\n",
      "[[['timber_lake']]]\n",
      "[[['timber_lake']]]\n",
      "[[['sunga_dynasty']]]\n",
      "[[['homefree']]]\n",
      "[[['promoted']]]\n",
      "[[['wanted']]]\n",
      "[[['winston_county_border']]]\n",
      "[[['maurya_dynasty']]]\n",
      "[[['u.s._billboard']]]\n",
      "[[['playoffs']]]\n",
      "[[['rotterdam_centraal_railway_station']]]\n",
      "[[['sparta_stadium']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
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      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
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      "[[['o_c_t']]]\n",
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      "[[['expansion']]]\n",
      "[[['nominated']]]\n",
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      "[[['artaxiad_dynasty']]]\n",
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      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['windmill_world']]]\n",
      "[[['wormley_hertfordshire']]]\n",
      "[[['slant_magazine']]]\n",
      "[[['buffalo_nfl']]]\n",
      "[[['source_inter-parliamentary_union_edie_nohlen_et_al']]]\n",
      "[[['indian_national_congress']]]\n",
      "[[['earl_of_rosebery']]]\n",
      "[[['ankarana_reserve']]]\n",
      "[[['detected']]]\n",
      "[[['cross_rhythms']]]\n",
      "[[['suddenly_a_love']]]\n",
      "[[['nlra_late_models_sprints']]]\n",
      "[[['leandro_guilheiro']]]\n",
      "[[['2xcd_book']]]\n",
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      "[[['3lp+cd+12']]]\n",
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      "[[['sunga_dynasty']]]\n",
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      "[[['total']]]\n",
      "[[['orgryte_is']]]\n",
      "[[['illinois_route']]]\n",
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      "[[['sean_fitzharris']]]\n",
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      "[[['unknown']]]\n",
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      "[[[\"assistant_secretary_defense_director_the_defense_advanced_research_projects_agency_the_reagan_administration's_star_wars_initiative\"]]]\n",
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      "[[['instrumental']]]\n",
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      "[[['instrumental']]]\n",
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      "[[['2013_caf_champions_league_qualifying_rounds']]]\n",
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      "[[['unknown']]]\n",
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      "[[['source_meteogalicia']]]\n",
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      "[[['yazidis']]]\n",
      "[[['environment_canada']]]\n",
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      "[[['allmusic']]]\n",
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      "[[['robert_christgau']]]\n",
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      "[[['jordan_at_the_2010_asian_games']]]\n",
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      "[[['fourth_general_election']]]\n",
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      "[[['source']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['india']]]\n",
      "[[['2010_label']]]\n",
      "[[['first_meeting']]]\n",
      "[[['hvidovre']]]\n",
      "[[['recording_industry_association_of_japan']]]\n",
      "[[['arsacid_dynasty']]]\n",
      "[[['tallinn']]]\n",
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      "[[['herman_cain']]]\n",
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      "[[['source']]]\n",
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      "[[['nominated']]]\n",
      "[[['news_weather_yahoo']]]\n",
      "[[['the_office']]]\n",
      "[[['stage.2']]]\n",
      "[[['al-hilal_fc']]]\n",
      "[[['ironclad_warship']]]\n",
      "[[['top_contemporary_christian']]]\n",
      "[[['owen_david_\"ginger']]]\n",
      "[[['st._mirren_f.c']]]\n",
      "[[['cy-fair_high_school']]]\n",
      "[[['allmusic']]]\n",
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      "[[['estadio_moises_lucarelli']]]\n",
      "[[['allmusic']]]\n",
      "[[['source_bureau_meteorology']]]\n",
      "[[['vmsl_masters_b_cup_champions']]]\n",
      "[[['allmusic']]]\n",
      "[[['kovai_sarala']]]\n",
      "[[['total']]]\n",
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      "[[['hot_soul_singles']]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['siege_of_silistra']]]\n",
      "[[['ss_kovas_kaunas']]]\n",
      "[[['sportstime_ohio']]]\n",
      "[[['nominated']]]\n",
      "[[['chris_pettifer']]]\n",
      "[[['mike_karakas']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['rothley_railway_station']]]\n",
      "[[['biographical_historical']]]\n",
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      "[[['nominated']]]\n",
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      "[[['allmusic']]]\n",
      "[[['circuit_de_nevers_magny-cours']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['an_islamic_caliphate']]]\n",
      "[[[\"men's_welter\"]]]\n",
      "[[[\"italy_women's_national_basketball_team\"]]]\n",
      "[[['east_grand_blues']]]\n",
      "[[['qualify']]]\n",
      "[[['host_country']]]\n",
      "[[['given']]]\n",
      "[[['relinquished']]]\n",
      "[[['toyota']]]\n",
      "[[['umi_ni_naritai']]]\n",
      "[[['goby']]]\n",
      "[[['chad_campbell']]]\n",
      "[[['reservations']]]\n",
      "[[['reservations']]]\n",
      "[[['reservations']]]\n",
      "[[['correct_input']]]\n",
      "[[['lower_hill_country']]]\n",
      "[[[\"vasas_sc_men's_water_polo\"]]]\n",
      "[[['mnet_tv_channel']]]\n",
      "[[['italy_in_the_eurovision_song_contest']]]\n",
      "[[['amaya_tv_series']]]\n",
      "[[['hot_r_b/hip-hop_songs']]]\n",
      "[[['felsenburg_kandergrund']]]\n",
      "[[['total']]]\n",
      "[[['advance']]]\n",
      "[[['kyocera_dome']]]\n",
      "[[['meyrin_fields']]]\n",
      "[[['rasta_fury']]]\n",
      "[[['cal_mcvey']]]\n",
      "[[['raja_casablanca']]]\n",
      "[[['jason_kenny']]]\n",
      "[[['meteorological_service']]]\n",
      "[[['norway']]]\n",
      "[[[\"canada_men's_national_volleyball_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['tennessee']]]\n",
      "[[['retrieved']]]\n",
      "[[['piotr_grudzien']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['away']]]\n",
      "[[['gaon_album_chart']]]\n",
      "[[['107%_time']]]\n",
      "[[['value']]]\n",
      "[[['weserstadion']]]\n",
      "[[['laura_magitteri']]]\n",
      "[[['allmusic']]]\n",
      "[[['bubbling_under_hot_100_singles']]]\n",
      "[[['advance']]]\n",
      "[[['england_national_under-17_football_team']]]\n",
      "[[['environment_canada']]]\n",
      "[[['motorcycles']]]\n",
      "[[['nestucca_bay_fish_closing_bill']]]\n",
      "[[['nominated']]]\n",
      "[[['falkland_islands_at_the_commonwealth_games']]]\n",
      "[[['monthly_weather_review']]]\n",
      "[[['monthly_weather_review']]]\n",
      "[[['john_reeves_footballer_born_1963']]]\n",
      "[[['southern_terminus']]]\n",
      "[[['withdrew']]]\n",
      "[[['india']]]\n",
      "[[['bob_fisher_baseball']]]\n",
      "[[['darren_fichardt']]]\n",
      "[[['patrick_grialou']]]\n",
      "[[['advance']]]\n",
      "[[['stadionul_nicolae_rainea']]]\n",
      "[[['allmusic']]]\n",
      "[[['preliminary']]]\n",
      "[[['correct']]]\n",
      "[[['correct']]]\n",
      "[[['correct']]]\n",
      "[[['source_altitude']]]\n",
      "[[['list_of_state_routes_in_pennsylvania']]]\n",
      "[[['allmusic']]]\n",
      "[[['crete_heritage_society']]]\n",
      "[[['league-cup']]]\n",
      "[[['league']]]\n",
      "[[['vermont_route_78']]]\n",
      "[[['maintained']]]\n",
      "[[['wireless_lan']]]\n",
      "[[['nfl_scouting_combine']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['u.s._figure_skating_championships']]]\n",
      "[[['allmusic']]]\n",
      "[[['dead']]]\n",
      "[[['assunta_legnante']]]\n",
      "[[['total']]]\n",
      "[[['unexploded_ordnance']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['australia_national_soccer_team']]]\n",
      "[[['list_of_samurai_jack_episodes']]]\n",
      "[[['anybody']]]\n",
      "[[[\"serbia_men's_national_volleyball_team\"]]]\n",
      "[[['combine']]]\n",
      "[[['dr_congo']]]\n",
      "[[['addington_prison']]]\n",
      "[[['destiny']]]\n",
      "[[['unknown']]]\n",
      "[[['ed_kennedy_outfielder']]]\n",
      "[[['keith_van_horn']]]\n",
      "[[['lost']]]\n",
      "[[['drogheda_united_f.c']]]\n",
      "[[['fish_records']]]\n",
      "[[['angel_salazar_baseball']]]\n",
      "[[['bureau_of_meteorology']]]\n",
      "[[['dr._peter_faun']]]\n",
      "[[['western_japan']]]\n",
      "[[['joao_vianna']]]\n",
      "[[['allmusic']]]\n",
      "[[['span>_citation']]]\n",
      "[[['points']]]\n",
      "[[['free']]]\n",
      "[[['held']]]\n",
      "[[['final']]]\n",
      "[[['thruxton_circuit']]]\n",
      "[[['isbn']]]\n",
      "[[['umno_padang_besar_chief_division']]]\n",
      "[[['24_report']]]\n",
      "[[['allmusic']]]\n",
      "[[['popmatters']]]\n",
      "[[['nominated']]]\n",
      "[[[\"ireland_women's_national_field_hockey_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['source_altitude']]]\n",
      "[[['dianne_j._mackay']]]\n",
      "[[['wicked_the_search_survival']]]\n",
      "[[['veszprem_barabas_kc']]]\n",
      "[[['unknown']]]\n",
      "[[['sjsu']]]\n",
      "[[['x_g/_kns']]]\n",
      "[[['source']]]\n",
      "[[[\"italy_women's_national_volleyball_team\"]]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['atp_masters_series']]]\n",
      "[[['statistics']]]\n",
      "[[['statistics']]]\n",
      "[[['statistics']]]\n",
      "[[['statistics']]]\n",
      "[[['statistics']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['allmusic']]]\n",
      "[[['more_than_40_different_sports']]]\n",
      "[[['black_sea']]]\n",
      "[[['the_world_sports_cultural_festival']]]\n",
      "[[['winter_x_games']]]\n",
      "[[['result']]]\n",
      "[[['allmusic']]]\n",
      "[[['the_complete_animated_series']]]\n",
      "[[['winnipeg_blue_bombers']]]\n",
      "[[['the_pros_-_online_trading_academy']]]\n",
      "[[['advance']]]\n",
      "[[['allmusic']]]\n",
      "[[['filipino']]]\n",
      "[[['total']]]\n",
      "[[['vijaya']]]\n",
      "[[['glacial_lake_the_chamkhar_chu_basin']]]\n",
      "[[['overtime_sports']]]\n",
      "[[['overtime_sports']]]\n",
      "[[['overtime_sports']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['2nd_place']]]\n",
      "[[['phil_bedgood']]]\n",
      "[[['aiadmk']]]\n",
      "[[['total']]]\n",
      "[[['total']]]\n",
      "[[['artaxiad_dynasty']]]\n",
      "[[['barbara_jordan_tennis']]]\n",
      "[[['chevrolet']]]\n",
      "[[['saleh']]]\n",
      "[[['source_altitude']]]\n",
      "[[['astro-ph']]]\n",
      "[[['astro-ph']]]\n",
      "[[['astro-ph']]]\n",
      "[[['mirjana_lucic-baroni']]]\n",
      "[[['albanian_language']]]\n",
      "[[['snderjyske']]]\n",
      "[[['whose_name_political_reasons']]]\n",
      "[[['military_expenditures']]]\n",
      "[[['official_charts_company']]]\n",
      "[[['allmusic']]]\n",
      "[[['88611_teharonhiawako']]]\n",
      "[[['totals']]]\n",
      "[[['heavyweight_championship']]]\n",
      "[[['don_cardwell']]]\n",
      "[[['ranking']]]\n",
      "[[['allmusic']]]\n",
      "[[['nlpi']]]\n",
      "[[['enlarged_territory']]]\n",
      "[[['functional_constituency_macau']]]\n",
      "[[['modifieds_stock_cars_hobby_stocks']]]\n",
      "[[['total']]]\n",
      "[[['trireme']]]\n",
      "[[['span>_citation']]]\n",
      "[[['a_musical_act']]]\n",
      "[[['a_musical_act']]]\n",
      "[[['allmusic']]]\n",
      "[[['southern_terminus']]]\n",
      "[[['top_r&b/hip-hop_albums']]]\n",
      "[[['norwich_city_l.f.c']]]\n",
      "[[['1962_south_african_grand_prix']]]\n",
      "[[['587_million']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['span>_citation']]]\n",
      "[[['span>_citation']]]\n",
      "[[['span>_citation']]]\n",
      "[[['span>_citation']]]\n",
      "[[['span>_citation']]]\n",
      "[[['span>_citation']]]\n",
      "[[['rivals']]]\n",
      "[[['advance']]]\n",
      "[[['seats']]]\n",
      "[[['total']]]\n",
      "[[['alfred_abel']]]\n",
      "[[['total']]]\n",
      "[[['si_base_unit']]]\n",
      "[[['coordinated_universal_time']]]\n",
      "[[['billboard_200']]]\n",
      "[[['vijaya']]]\n",
      "[[['katy_perry']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['overall']]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['immigrants_victoria_queensland']]]\n",
      "[[['ireland']]]\n",
      "[[['dana']]]\n",
      "[[['allmusic']]]\n",
      "[[['maximilian_kieffer']]]\n",
      "[[['h._nastaren']]]\n",
      "[[['adult_album_alternative']]]\n",
      "[[['allmusic']]]\n",
      "[[['county_of_empuries']]]\n",
      "[[['source_altitude']]]\n",
      "[[['argead_dynasty']]]\n",
      "[[['crystal_rink']]]\n",
      "[[['sweden']]]\n",
      "[[['multiple_segments']]]\n",
      "[[['total_length_delaware_maryland']]]\n",
      "[[['multiple_segments']]]\n",
      "[[['allmusic']]]\n",
      "[[['american_broadcasting_company']]]\n",
      "[[['american_broadcasting_company']]]\n",
      "[[['robert_l._neville']]]\n",
      "[[['marjorie_cox_crawford']]]\n",
      "[[['discogs']]]\n",
      "[[['source']]]\n",
      "[[['allmusic']]]\n",
      "[[['advance']]]\n",
      "[[['retrieved']]]\n",
      "[[[\"before_the_devil_knows_you're_dead\"]]]\n",
      "[[['huang_ying']]]\n",
      "[[['unknown']]]\n",
      "[[['my_calls']]]\n",
      "[[['allmusic']]]\n",
      "[[['oracle_fusion_middleware']]]\n",
      "[[['total']]]\n",
      "[[['kilometres']]]\n",
      "[[['span>_citation']]]\n",
      "[[['total']]]\n",
      "[[['revenge_tv_series']]]\n",
      "[[['skytrax']]]\n",
      "[[['number_bars']]]\n",
      "[[['nominated']]]\n",
      "[[['teams_tiebreakers']]]\n",
      "[[['vocational_educational_services']]]\n",
      "[[['retired']]]\n",
      "[[[\"the_ecb's_interest_regime\"]]]\n",
      "[[['bulldog_drummond_1929_film']]]\n",
      "[[['allmusic']]]\n",
      "[[['discontinuous']]]\n",
      "[[['running']]]\n",
      "[[['nominated']]]\n",
      "[[['unknown']]]\n",
      "[[['list_of_heads_of_state_of_malawi']]]\n",
      "[[['closest_approach_kilometres']]]\n",
      "[[['barry_gillis']]]\n",
      "[[['cd_mp3']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['brian_mcfarlane']]]\n",
      "[[['the_match_champion_s']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['southern_terminus']]]\n",
      "[[['zakynthos_marine_park']]]\n",
      "[[['israel_at_the_olympics']]]\n",
      "[[['wayne_wood']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['career_total']]]\n",
      "[[['bowling_green']]]\n",
      "[[['mfour/tulchin_research']]]\n",
      "[[['vijaya']]]\n",
      "[[[\"itf_women's_circuit\"]]]\n",
      "[[[\"dr_congo_women's_national_handball_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['financial_returns']]]\n",
      "[[['financial_returns']]]\n",
      "[[['love_kicks']]]\n",
      "[[['allmusic']]]\n",
      "[[['source']]]\n",
      "[[['lisa-marie_vizaniari']]]\n",
      "[[['roxbury_boston']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['rosemary_shrager']]]\n",
      "[[['unspecified']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['yards']]]\n",
      "[[['an_average_speed_km/h']]]\n",
      "[[['retrieved']]]\n",
      "[[['ed_cushman']]]\n",
      "[[['honda']]]\n",
      "[[['honda']]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[['oliver_kahn']]]\n",
      "[[['1976_spanish_motorcycle_grand_prix']]]\n",
      "[[['bishop_of_buckingham']]]\n",
      "[[['report']]]\n",
      "[[['debut_movie']]]\n",
      "[[['public_policy_polling']]]\n",
      "[[['pacific_swallow']]]\n",
      "[[['paul_ayme']]]\n",
      "[[['damiris_dantas']]]\n",
      "[[['the_entire_aegean_sea']]]\n",
      "[[['official_results_le_directeur_general_des_elections_du_quebec']]]\n",
      "[[['turnout_approx']]]\n",
      "[[['ldu_quito']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['planet_sound']]]\n",
      "[[['royal_blue_accents']]]\n",
      "[[['everton_f.c']]]\n",
      "[[['french_top_albums']]]\n",
      "[[['the_numbers_browser_market_share']]]\n",
      "[[['cemetery_end']]]\n",
      "[[['listed']]]\n",
      "[[['erected']]]\n",
      "[[['2011_fia_gt1_san_luis_round']]]\n",
      "[[['chennai_edition']]]\n",
      "[[['chennai_edition']]]\n",
      "[[['retrieved']]]\n",
      "[[['allmusic']]]\n",
      "[[['stefano_intini']]]\n",
      "[[['brendon_enzo_hayden']]]\n",
      "[[['leovegildo_lins_da_gama_junior']]]\n",
      "[[['noaa']]]\n",
      "[[['allmusic']]]\n",
      "[[['aric_almirola']]]\n",
      "[[['nominated']]]\n",
      "[[[\"south_korea_men's_national_ice_hockey_team\"]]]\n",
      "[[['first_meeting']]]\n",
      "[[['dvd-video']]]\n",
      "[[['southeastern_oklahoma']]]\n",
      "[[['vasily_golubev']]]\n",
      "[[['felipe_aguilar']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['result']]]\n",
      "[[['eliminated']]]\n",
      "[[[\"vasas_sc_men's_water_polo\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['unknown']]]\n",
      "[[['91_96_66_ret']]]\n",
      "[[['boxing']]]\n",
      "[[['an_apartment_building']]]\n",
      "[[['john_jacob_astor']]]\n",
      "[[['lightvessel']]]\n",
      "[[['the_second_round']]]\n",
      "[[['italy_national_under-18_football_team']]]\n",
      "[[['giuseppe_steiner']]]\n",
      "[[['argentina']]]\n",
      "[[['start']]]\n",
      "[[['start']]]\n",
      "[[['start']]]\n",
      "[[['mma_debut']]]\n",
      "[[['letchworth_state_park']]]\n",
      "[[['aria_charts']]]\n",
      "[[[\"south_korea_women's_national_volleyball_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['billboard_200']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"chinese_taipei_men's_national_volleyball_team\"]]]\n",
      "[[['outstanding_female_actress']]]\n",
      "[[['final']]]\n",
      "[[['list_of_sonny_with_a_chance_episodes']]]\n",
      "[[['unknown']]]\n",
      "[[['pemberton_british_columbia']]]\n",
      "[[['associated_press']]]\n",
      "[[['total']]]\n",
      "[[['wind']]]\n",
      "[[['one-party_system']]]\n",
      "[[['db_class_628']]]\n",
      "[[['ballots']]]\n",
      "[[['one_trackmobile']]]\n",
      "[[['railserve']]]\n",
      "[[['quinnipiac']]]\n",
      "[[['truss_bridge']]]\n",
      "[[['denmark']]]\n",
      "[[['limited']]]\n",
      "[[['public_policy_polling']]]\n",
      "[[['united_states_dollar']]]\n",
      "[[['monuments_of_japan']]]\n",
      "[[['bellbird_abc-tv']]]\n",
      "[[['only_a_single_opening_ending_sequence']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['2007_gp2_series_season']]]\n",
      "[[['2010_gp2_series_season']]]\n",
      "[[['2008_gp2_series_season']]]\n",
      "[[['2005_gp2_series_season']]]\n",
      "[[['2012_gp2_series_season']]]\n",
      "[[['blackburn_rovers_f.c']]]\n",
      "[[['adult_contemporary_chart']]]\n",
      "[[['house_euthydemus']]]\n",
      "[[['7.5/10_link']]]\n",
      "[[['cesaria_evora']]]\n",
      "[[['nominated']]]\n",
      "[[['nominated']]]\n",
      "[[['drama']]]\n",
      "[[['sword_sandal']]]\n",
      "[[['sword_sandal']]]\n",
      "[[['sword_sandal']]]\n",
      "[[['crime']]]\n",
      "[[['sword_sandal']]]\n",
      "[[['2nd_moscow_international_film_festival']]]\n",
      "[[['bbc_sport']]]\n",
      "[[['cara_black']]]\n",
      "[[['allmusic']]]\n",
      "[[['australian_recording_industry_association']]]\n",
      "[[['projective_symmetry']]]\n",
      "[[['ari_ahonen']]]\n",
      "[[['hour']]]\n",
      "[[['astaean_line']]]\n",
      "[[['nominated']]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['advance']]]\n",
      "[[['group_b']]]\n",
      "[[['advance']]]\n",
      "[[['canadian_figure_skating_championships']]]\n",
      "[[['required']]]\n",
      "[[['required']]]\n",
      "[[['required']]]\n",
      "[[['spartocids']]]\n",
      "[[['heaven']]]\n",
      "[[['canadian_figure_skating_championships']]]\n",
      "[[['arsacid_dynasty']]]\n",
      "[[['artaxiad_dynasty']]]\n",
      "[[['nominated']]]\n",
      "[[['rachana_maurya']]]\n",
      "[[['shsu']]]\n",
      "[[[\"swimming_at_the_2010_summer_youth_olympics__boys'_100_metre_backstroke\"]]]\n",
      "[[['south_korea_national_football_team']]]\n",
      "[[[\"2012_european_athletics_championships__men's_100_metres\"]]]\n",
      "[[['federazione_industria_musicale_italiana']]]\n",
      "[[['pete_shelley']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['his_5253rd_victory']]]\n",
      "[[['nominated']]]\n",
      "[[['western_collegiate_hockey_association']]]\n",
      "[[['environment_canada']]]\n",
      "[[['american_sejung_corp']]]\n",
      "[[['american_sejung_corp']]]\n",
      "[[['central_intercollegiate_athletic_association']]]\n",
      "[[['sherry_middaugh']]]\n",
      "[[['allmusic']]]\n",
      "[[['coqualeetza_cultural_education_centre']]]\n",
      "[[['1969_july']]]\n",
      "[[['built']]]\n",
      "[[['denominational']]]\n",
      "[[['denominational']]]\n",
      "[[['closed']]]\n",
      "[[['allmusic']]]\n",
      "[[['6.5_haunted_houseguest']]]\n",
      "[[['total']]]\n",
      "[[['winner']]]\n",
      "[[['jupiter_mass']]]\n",
      "[[['india_national_cricket_team']]]\n",
      "[[['urb_magazine']]]\n",
      "[[['fire']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"united_states_women's_national_volleyball_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['r._madrid']]]\n",
      "[[['clara_angerer']]]\n",
      "[[['tracklisten']]]\n",
      "[[['watford_high_street_railway_station']]]\n",
      "[[['music_box']]]\n",
      "[[['oricon']]]\n",
      "[[['7mhz']]]\n",
      "[[['_wlworldleading_eleuropeanleading_pbpersonalbest']]]\n",
      "[[['total']]]\n",
      "[[['romanian_top']]]\n",
      "[[['combine']]]\n",
      "[[['ondarock']]]\n",
      "[[['span>_citation']]]\n",
      "[[['empty_timestamp_argument']]]\n",
      "[[['guitar']]]\n",
      "[[['merseyside_derby']]]\n",
      "[[['north_london_derby']]]\n",
      "[[[\"united_states_women's_national_field_hockey_team\"]]]\n",
      "[[['xxl_magazine']]]\n",
      "[[['walkover']]]\n",
      "[[['react']]]\n",
      "[[['list_of_world_records_in_swimming']]]\n",
      "[[['1000_births_total_fertility_rate_number_children_woman']]]\n",
      "[[['dubai_autodrome']]]\n",
      "[[['carla_lanzi']]]\n",
      "[[['bridge_over_troubled_water_song']]]\n",
      "[[['allmusic']]]\n",
      "[[['nd_gorica']]]\n",
      "[[['allmusic']]]\n",
      "[[[\"new_zealand_women's_national_football_team\"]]]\n",
      "[[['the_weather_channel']]]\n",
      "[[['mie_prefecture']]]\n",
      "[[['correct_input']]]\n",
      "[[['afca_coach_of_the_year']]]\n",
      "[[['correct_input']]]\n",
      "[[['todd_bell']]]\n",
      "[[['special']]]\n",
      "[[['timo_kauste']]]\n",
      "[[['regular_season_champion_conference_tournament_champion_conference_regular_season_and_conference_tournament_champion_conference_division_champion']]]\n",
      "[[['rick_nyhlen']]]\n",
      "[[['39.73_million']]]\n",
      "[[['pole_vault']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['e-book']]]\n",
      "[[['unknown_chemical_properties']]]\n",
      "[[['creighton_bluejays']]]\n",
      "[[['creighton_bluejays']]]\n",
      "[[[\"united_states_women's_national_water_polo_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['recognised']]]\n",
      "[[['recognised']]]\n",
      "[[['recognised']]]\n",
      "[[['recognised']]]\n",
      "[[['nominated']]]\n",
      "[[['6_cell_battery']]]\n",
      "[[['switzerland_cyprus']]]\n",
      "[[['east_germany']]]\n",
      "[[['australia_national_soccer_team']]]\n",
      "[[['around_85_bc']]]\n",
      "[[['environment_canada']]]\n",
      "[[['wpt_doyle_brunson_five_diamond_world_poker_classic_high_roller_event']]]\n",
      "[[['nominated']]]\n",
      "[[['los_angeles_clippers']]]\n",
      "[[['nominated']]]\n",
      "[[['landesliga_bayern-nord']]]\n",
      "[[['keith_batsford']]]\n",
      "[[['source']]]\n",
      "[[['sambhujeet_baskota']]]\n",
      "[[['kishore_rana']]]\n",
      "[[['uk_us']]]\n",
      "[[['reached']]]\n",
      "[[['total']]]\n",
      "[[['unknown']]]\n",
      "[[['dusseldorfer']]]\n",
      "[[['list_of_patriarchs_of_alexandria']]]\n",
      "[[['an_official_de_facto_language']]]\n",
      "[[['omsk']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['retrieved']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[['willie_young_footballer_born_1951']]]\n",
      "[[['retrieved']]]\n",
      "[[['a_possible_epidemic']]]\n",
      "[[['a_possible_epidemic']]]\n",
      "[[['magnet']]]\n",
      "[[['advance']]]\n",
      "[[['hot_mainstream_rock_tracks_chart']]]\n",
      "[[['huddersfield']]]\n",
      "[[['allmusic']]]\n",
      "[[['kazusa-tsurumai_station']]]\n",
      "[[['united_kingdom']]]\n",
      "[[['young_women']]]\n",
      "[[['overall']]]\n",
      "[[['the_conflict-_\"yser_artois']]]\n",
      "[[['great_taste_coffee_makers']]]\n",
      "[[['san_miguel_beermen']]]\n",
      "[[['4_championships']]]\n",
      "[[['national_earnings_list_jockeys']]]\n",
      "[[['nominated']]]\n",
      "[[['final_drive']]]\n",
      "[[['median_family_income']]]\n",
      "[[['z_n/s']]]\n",
      "[[['z_n/s']]]\n",
      "[[['z_n/s']]]\n",
      "[[['z_s/n']]]\n",
      "[[['total']]]\n",
      "[[['total']]]\n",
      "[[['62_36_54_ret']]]\n",
      "[[['2010_fifa_world_cup_qualification__afc_first_round']]]\n",
      "[[['billboard']]]\n",
      "[[['suspended_game']]]\n",
      "[[['uk_singles_chart']]]\n",
      "[[['combine']]]\n",
      "[[['ranking']]]\n",
      "[[['nominated']]]\n",
      "[[['mickelson']]]\n",
      "[[['espn_events']]]\n",
      "[[['ap_poll']]]\n",
      "[[['consequence_sound']]]\n",
      "[[['adriano_darioli']]]\n",
      "[[['han_dynasty']]]\n",
      "[[['renminbi']]]\n",
      "[[['onmessage_inc']]]\n",
      "[[['span>_citation']]]\n",
      "[[['spanish_language']]]\n",
      "[[['based_and_general_entertainment_television_networks']]]\n",
      "[[['news_sports_and_lifestyle_networks']]]\n",
      "[[['ap_poll']]]\n",
      "[[['ap_poll']]]\n",
      "[[['hans_zimmer']]]\n",
      "[[['allmusic']]]\n",
      "[[['overall']]]\n",
      "[[['father_and_son_1981_film']]]\n",
      "[[['rory_mcilroy']]]\n",
      "[[['june26']]]\n",
      "[[[\"itf_women's_circuit\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['electronic_singles_sales']]]\n",
      "[[['diyanet']]]\n",
      "[[['altenmarkt_im_pongau']]]\n",
      "[[['pitchfork_media']]]\n",
      "[[[\"all_angels'_church\"]]]\n",
      "[[['the_olms']]]\n",
      "[[['allmusic']]]\n",
      "[[['held']]]\n",
      "[[['1986_fifa_world_cup_qualification__afc_first_round']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['copyright_control']]]\n",
      "[[['unknown']]]\n",
      "[[['united_states_dollar']]]\n",
      "[[['drawn']]]\n",
      "[[['no_truck']]]\n",
      "[[['nominated']]]\n",
      "[[['source']]]\n",
      "[[['the_weather_channel']]]\n",
      "[[['tied']]]\n",
      "[[['tied']]]\n",
      "[[['tied']]]\n",
      "[[['united_kingdom_local_elections_2013']]]\n",
      "[[['2013_united_kingdom_budget']]]\n",
      "[[['election_2013']]]\n",
      "[[['prime_minister_of_the_united_kingdom']]]\n",
      "[[['cameron_ministry']]]\n",
      "[[['adia_barnes']]]\n",
      "[[['nominated']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['nominated']]]\n",
      "[[['oyasumi']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['shayne_graham']]]\n",
      "[[['wharram_railway_station']]]\n",
      "[[['national_register_of_historic_places']]]\n",
      "[[['1999_in_film']]]\n",
      "[[['%_change']]]\n",
      "[[['tafuna_american_samoa']]]\n",
      "[[['half_tree_hollow']]]\n",
      "[[['wish']]]\n",
      "[[['accident']]]\n",
      "[[['chart']]]\n",
      "[[['montrose_f.c']]]\n",
      "[[['emeritus']]]\n",
      "[[['emeritus']]]\n",
      "[[['emeritus']]]\n",
      "[[['an_end']]]\n",
      "[[['source_bureau_meteorology']]]\n",
      "[[['productores_de_musica_de_espana']]]\n",
      "[[['allmusic']]]\n",
      "[[['sakaiminato_tottori']]]\n",
      "[[['advance']]]\n",
      "[[['total']]]\n",
      "[[['total']]]\n",
      "[[['aria_charts']]]\n",
      "[[['uk_singles_downloads_chart']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['canadian_rpm_top_singles']]]\n",
      "[[['planned']]]\n",
      "[[['planned']]]\n",
      "[[['opened']]]\n",
      "[[['source_elections']]]\n",
      "[[['mort_drucker']]]\n",
      "[[['mort_drucker']]]\n",
      "[[['u.s._billboard_top_country_albums']]]\n",
      "[[['open']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['exit']]]\n",
      "[[['elected']]]\n",
      "[[['spin_magazine']]]\n",
      "[[['cumberland_county_new_jersey']]]\n",
      "[[['allmusic']]]\n",
      "[[['levittown_pennsylvania']]]\n",
      "[[['asmat_diasamidze']]]\n",
      "[[['standard']]]\n",
      "[[['allmusic']]]\n",
      "[[['1974_united_states_grand_prix']]]\n",
      "[[['fatcd/lp82']]]\n",
      "[[[\"chinese_taipei_men's_national_basketball_team\"]]]\n",
      "[[['jethel_hernandez_coach_team']]]\n",
      "[[['united_kingdom']]]\n",
      "[[['allmusic']]]\n",
      "[[['cepas']]]\n",
      "[[['makuuchi']]]\n",
      "[[['source']]]\n",
      "[[['bai_gang']]]\n",
      "[[['carey_price']]]\n",
      "[[['stable']]]\n",
      "[[['warner_music']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['total']]]\n",
      "[[['bankers_life_fieldhouse']]]\n",
      "[[['hirataki_station']]]\n",
      "[[['80_central_park_west']]]\n",
      "[[['bucky_harris']]]\n",
      "[[['hot_country_songs']]]\n",
      "[[['fc_schweinfurt']]]\n",
      "[[['allmusic']]]\n",
      "[[['wei_mei-hui']]]\n",
      "[[['billboard_jazz_albums']]]\n",
      "[[['drew_brees']]]\n",
      "[[['bali']]]\n",
      "[[['the_billboard']]]\n",
      "[[['release_date_independent_november_30_2010_label']]]\n",
      "[[['allmusic']]]\n",
      "[[['joe_ellick']]]\n",
      "[[['empty_timestamp_argument']]]\n",
      "[[['retrieved']]]\n",
      "[[[\"turkey_women's_national_beach_handball_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['200506_a1_grand_prix_of_nations_china']]]\n",
      "[[['oulton_park']]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['edit']]]\n",
      "[[['ap_poll']]]\n",
      "[[['final_round']]]\n",
      "[[['aster_yellows']]]\n",
      "[[['trick']]]\n",
      "[[['oricon']]]\n",
      "[[['spherical_polyhedra']]]\n",
      "[[['agencia_estatal_de_meteorologia']]]\n",
      "[[['+1_lap']]]\n",
      "[[['entertainment_weekly']]]\n",
      "[[[\"athletics_at_the_2006_asian_games__women's_long_jump\"]]]\n",
      "[[['voiced_velar_stop']]]\n",
      "[[['199899_isu_junior_grand_prix']]]\n",
      "[[['span>_citation']]]\n",
      "[[['span>_citation']]]\n",
      "[[['china']]]\n",
      "[[['discogs']]]\n",
      "[[['aster_yellows']]]\n",
      "[[['davenham_f.c']]]\n",
      "[[['nominated']]]\n",
      "[[['national_stadium_karachi']]]\n",
      "[[['hurricane_irene']]]\n",
      "[[['accredited']]]\n",
      "[[['israel']]]\n",
      "[[['ap_poll']]]\n",
      "[[['allmusic']]]\n",
      "[[['cathy_reed']]]\n",
      "[[['leb_plata']]]\n",
      "[[['link']]]\n",
      "[[['total']]]\n",
      "[[['u.s._billboard_top_country_albums']]]\n",
      "[[['table_of_nuclides_segmented_narrow']]]\n",
      "[[['special_geriatric_versions']]]\n",
      "[[['south_korea_national_handball_team']]]\n",
      "[[['33_states/provinces/territories']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['final']]]\n",
      "[[['comfort']]]\n",
      "[[['held']]]\n",
      "[[['noaa']]]\n",
      "[[['spin_magazine']]]\n",
      "[[['201112_croatian_football_cup']]]\n",
      "[[['rpm_magazine']]]\n",
      "[[[\"2012_concacaf_women's_olympic_qualifying_tournament\"]]]\n",
      "[[['hanbeon_deo']]]\n",
      "[[['kidney_int']]]\n",
      "[[['a_live_birth_outcome_epidemiol']]]\n",
      "[[['billboard_/hip-hop_singles_sales_r_b']]]\n",
      "[[['coaches_poll']]]\n",
      "[[['undisclosed']]]\n",
      "[[['lily_anggreny']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['rapreviews']]]\n",
      "[[[\"turkey_women's_national_under-17_football_team\"]]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['closest_approach_kilometres']]]\n",
      "[[['federica_febbo']]]\n",
      "[[['leila_meskhi']]]\n",
      "[[['maxdpbmbs']]]\n",
      "[[['1984_portuguese_grand_prix']]]\n",
      "[[['allmusic']]]\n",
      "[[['canadian_rpm_country_albums']]]\n",
      "[[['click']]]\n",
      "[[['spellbound_yngwie_malmsteen_album']]]\n",
      "[[[\"201213_denver_pioneers_men's_basketball_team\"]]]\n",
      "[[['u.s._figure_skating_championships']]]\n",
      "[[['central_time_zone']]]\n",
      "[[['central_time_zone']]]\n",
      "[[['george_wilson_basketball_born_1942']]]\n",
      "[[['2nd_conference']]]\n",
      "[[['tennessee']]]\n",
      "[[['u.s._billboard_hot_country_singles']]]\n",
      "[[['esbjerg_fb']]]\n",
      "[[['eric_brown_golfer']]]\n",
      "[[['elected']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['elected']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['allmusic']]]\n",
      "[[['nominated']]]\n",
      "[[['christina_chitwood']]]\n",
      "[[['mcneese_state_victories']]]\n",
      "[[['u.s._billboard_top_country_albums']]]\n",
      "[[['total']]]\n",
      "[[['tluklehdingawn']]]\n",
      "[[['outdoors']]]\n",
      "[[['italian_singles_chart']]]\n",
      "[[['wind']]]\n",
      "[[['allmusic']]]\n",
      "[[['ilana_kloss']]]\n",
      "[[['karl_schafer_memorial']]]\n",
      "[[['allmusic']]]\n",
      "[[['spartocids']]]\n",
      "[[['cross_award_singer_actor']]]\n",
      "[[['rider_s']]]\n",
      "[[['rider_s']]]\n",
      "[[['rider_s']]]\n",
      "[[['rider_s']]]\n",
      "[[['ianis_zicu']]]\n",
      "[[['louisiana']]]\n",
      "[[['colegio_de_postgraduados']]]\n",
      "[[[\"north_korea_women's_national_ice_hockey_team\"]]]\n",
      "[[['tour_de_las_americas']]]\n",
      "[[['uk_us']]]\n",
      "[[['allmusic']]]\n",
      "[[['eliminated']]]\n",
      "[[['billboard_pop_albums']]]\n",
      "[[['gary_lavelle']]]\n",
      "[[['yashima_station_akita']]]\n",
      "[[['spartocids']]]\n",
      "[[['allmusic']]]\n",
      "[[['yves_delaruelle']]]\n",
      "[[['chart']]]\n",
      "[[['vitamin_b12']]]\n",
      "[[['potty_pioneers']]]\n",
      "[[['6_cell_battery']]]\n",
      "[[[\"football_at_the_2012_summer_olympics__women's_tournament\"]]]\n",
      "[[['malcolm-jamal_warner']]]\n",
      "[[['nominated']]]\n",
      "[[['quechua']]]\n",
      "[[['quenya']]]\n",
      "[[['us_billboard']]]\n",
      "[[['the_estate']]]\n",
      "[[['guitars_noises']]]\n",
      "[[['machiga']]]\n",
      "[[['unknown']]]\n",
      "[[['liberal_democrats']]]\n",
      "[[['wind']]]\n",
      "[[['wind']]]\n",
      "[[['ahead']]]\n",
      "[[['allmusic']]]\n",
      "[[['variable_model']]]\n",
      "[[['handed']]]\n",
      "[[['maryland_route']]]\n",
      "[[['allmusic']]]\n",
      "[[['total']]]\n",
      "[[['bankstown_berries_fc']]]\n",
      "[[['acquired']]]\n",
      "[[['opened']]]\n",
      "[[['noaa']]]\n",
      "[[['manokwari']]]\n",
      "[[['ap_poll']]]\n",
      "[[[\"italy_men's_national_volleyball_team\"]]]\n",
      "[[['dutch_top_40']]]\n",
      "[[['allmusic']]]\n",
      "[[['thirsk_and_malton_uk_parliament_constituency']]]\n",
      "[[['worst']]]\n",
      "[[['worst']]]\n",
      "[[['worst']]]\n",
      "[[['play']]]\n",
      "[[['winners']]]\n",
      "[[['independent']]]\n",
      "[[['proof']]]\n",
      "[[['gaon_music_chart']]]\n",
      "[[['ivan_dlhopolcekova']]]\n",
      "[[['billboard_magazine']]]\n",
      "[[['1959present_extremes']]]\n",
      "[[['ops_juniors']]]\n",
      "[[['noaa']]]\n",
      "[[['allmusic']]]\n",
      "[[['its_highest_rating_any_lesser_ratings_the_same_horse']]]\n",
      "[[['public_policy_polling']]]\n",
      "[[['<span_font_bold_80%_sans-serif_text-decoration_/span_padding']]]\n",
      "[[['spartocids']]]\n",
      "[[['absolutepunk']]]\n",
      "[[['allmusic']]]\n",
      "[[['rss_0.90_atom']]]\n",
      "[[['usenet_newsgroup']]]\n",
      "[[['usenet_newsgroup']]]\n",
      "[[['notification']]]\n",
      "[[['karn001']]]\n",
      "[[['magonids']]]\n",
      "[[['the_weather_channel']]]\n",
      "[[['czech_republic_at_the_2004_summer_paralympics']]]\n",
      "[[['tube']]]\n",
      "[[['smoke']]]\n",
      "[[['unknown']]]\n",
      "[[['jamaica_fed_cup_team']]]\n",
      "[[['source_altitude']]]\n",
      "[[['composer']]]\n",
      "[[['composer']]]\n",
      "[[['torigata_station']]]\n",
      "[[['first_meeting']]]\n",
      "[[['ptolemaic_dynasty']]]\n",
      "[[['craig_berube']]]\n",
      "[[['chapters']]]\n",
      "[[['unknown']]]\n",
      "[[['japanese_mahjong_scoring_rules']]]\n",
      "[[['japanese_mahjong_scoring_rules']]]\n",
      "[[['delaware']]]\n",
      "[[['shenandoah-chesapeake']]]\n",
      "[[['public_policy_polling']]]\n",
      "[[['british_phonographic_industry']]]\n",
      "[[['tsukasa_fujimoto']]]\n",
      "[[['salvaza_carcassonne']]]\n",
      "[[['allmusic']]]\n",
      "[[['allmusic']]]\n",
      "[[['a_girl']]]\n",
      "[[['maurya_dynasty']]]\n",
      "[[['a_average_score']]]\n",
      "[[['allmusic']]]\n",
      "[[['republic_of_ireland_national_football_team']]]\n",
      "[[[\"united_states_women's_national_basketball_team\"]]]\n",
      "[[['total']]]\n",
      "[[['far-left_politics']]]\n",
      "[[['guest_star']]]\n",
      "[[['source']]]\n",
      "[[['3rd_place']]]\n",
      "[[['grover_cleveland_alexander']]]\n",
      "[[['minnesota_whitecaps']]]\n",
      "[[['\"cat_lover_enchantment_case_\"_\"neko_baka_senno_jiken']]]\n",
      "[[['ricky_ponting']]]\n",
      "[[['relegated']]]\n",
      "[[['fluminense_fc']]]\n",
      "[[['great-grandnephew']]]\n",
      "[[[\"utah_utes_men's_basketball\"]]]\n",
      "[[[\"kojirou's_city\"]]]\n",
      "[[['grenade']]]\n",
      "[[['fiskardo']]]\n",
      "[[['arriving']]]\n",
      "[[['leave_this_town_the_b-sides']]]\n",
      "[[['campus_black_jacket_black_scarf']]]\n",
      "[[['sunk']]]\n",
      "[[['pound_sterling']]]\n",
      "[[['munster_senior_hurling_championship']]]\n",
      "[[['active']]]\n",
      "[[['tractor_biplane']]]\n",
      "[[['advance']]]\n",
      "[[['advance']]]\n",
      "[[['time_record']]]\n",
      "[[['list_of_oklahoma_numbered_highways']]]\n",
      "[[['environment_canada']]]\n",
      "[[['hits']]]\n",
      "[[['west_germany']]]\n",
      "[[['allmusic']]]\n",
      "[[['high']]]\n",
      "[[['unknown']]]\n",
      "[[['the_weather_channel']]]\n"
     ]
    }
   ],
   "source": [
    "for i in X:\n",
    "    if np.array(i).shape[:2]==(1,1):\n",
    "        print(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "def shrink_cell_len(table):\n",
    "    for row in table:\n",
    "        for i,cell in enumerate(row):\n",
    "            if len(cell)>1:\n",
    "                row[i] = [cell[-1]]\n",
    "    return table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i,table in enumerate(X):\n",
    "    X[i] = shrink_cell_len(table)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [],
   "source": [
    "savepkl(f'{PATH}/x_tokenised_preprocessed.pkl',X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [],
   "source": [
    "X = loadpkl(f'{PATH}/x_tokenised_preprocessed.pkl')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Vocab"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total cells: 685056, unqiue: 295986\n",
      "\n",
      "cell_len_distr: [(0, 73214), (1, 611842)]\n"
     ]
    }
   ],
   "source": [
    "all_cells, all_cells_len, c_len, c_len_val, cell_len_distr = cell_stats(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0"
      ]
     },
     "execution_count": 102,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sum([a*b for a,b in cell_len_distr[1:]])/(len(all_cells)-cell_len_distr[0][1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.8931269852391629"
      ]
     },
     "execution_count": 105,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "s = 0\n",
    "for l,v in cell_len_distr:\n",
    "    if l==1:\n",
    "        s+=v\n",
    "s/len(all_cells)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(611842, 295985)"
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_words = flatten_1_deg(all_cells)\n",
    "len(all_words),len(list(set(all_words)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1 760_low_risk\n"
     ]
    }
   ],
   "source": [
    "s = 0\n",
    "# l_c = ['|','?',':','#','~','$','^','\\\\n',';','@'] #replace with space\n",
    "# l_c = ['=','{','}','</span', ':#','\\\\\\\\','\\\\'] # remove alltogether\n",
    "# l_c = ['(',')','&amp',',_','/_','+_'] # replace with _\n",
    "# l_c = ['/'] # dont know abhi\n",
    "l_c = ['low_risk']\n",
    "for i in all_words:\n",
    "    if any(c in i for c in l_c):\n",
    "        s+=1\n",
    "        print(s,i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "baseline_f = pd.read_csv('../global_data/features.csv')\n",
    "\n",
    "def generate_vocab(X):\n",
    "    result = flatten_1_deg(flatten_1_deg(flatten_1_deg(X.tolist())))\n",
    "    print(f\"table only vocab: {len(result)}, {len(list(set(result)))}\")\n",
    "    query_l = [tokenize_str(i.lower()) for i in list(baseline_f['query'].unique())]\n",
    "    query_l = flatten_1_deg(query_l)\n",
    "    result += query_l\n",
    "    # print(result[:10])\n",
    "    count = Counter(result)\n",
    "    c = [[i, count[i]] for i in count.keys()]\n",
    "    df = pd.DataFrame(c)\n",
    "    df.sort_values(by=[1], ascending=False, inplace=True)\n",
    "    df.to_csv(f'{PATH}/word_distr.csv', index=False, columns=None)\n",
    "\n",
    "    vocab = list(set(count.keys()))\n",
    "    vocab.insert(0, '<PAD>')\n",
    "    vocab.insert(0, '<UNK>')\n",
    "    print(f'total vocab: {len(vocab)}\\n')\n",
    "    savepkl(\n",
    "        f'{PATH}/vocab_{MAX_COL_LEN}-{MAX_ROW_LEN}.pkl', vocab)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "table only vocab: 611842, 295985\n",
      "total vocab: 296037\n",
      "\n"
     ]
    }
   ],
   "source": [
    "generate_vocab(X)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Padding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "def pad_table(table,val='<PAD>'):\n",
    "    rows,cols = np.array(table).shape[:2]\n",
    "    cols2fill = MAX_COL_LEN - cols\n",
    "    rows2fill = MAX_ROW_LEN - rows\n",
    "#     print(rows,cols)\n",
    "    \n",
    "    for r in table:\n",
    "        for cell in r:\n",
    "            if len(cell)==0:\n",
    "                cell.append(val)\n",
    "                \n",
    "    full_t = np.full((MAX_ROW_LEN,MAX_COL_LEN,1), val).tolist()\n",
    "    for i in range(int(rows2fill/2),int(rows2fill/2)+rows):\n",
    "        full_t[i][int(cols2fill/2):int(cols2fill/2)+cols] = table[i-int(rows2fill/2)]\n",
    "    return full_t    \n",
    "\n",
    "        \n",
    "        \n",
    "#     for row in table:\n",
    "#         for cell in row:\n",
    "#             if len(cell)==0:\n",
    "#                 cell.append(val)\n",
    "#         for i in range(0,int(cols2fill/2)):\n",
    "#             row.insert(0,[val])\n",
    "#         for i in range(0, cols2fill-int(cols2fill/2)):\n",
    "#             row.append([val])\n",
    "    \n",
    "#     for i in range(0,int(rows2fill/2)):\n",
    "#         table.insert(0,[[val]] * MAX_COL_LEN)\n",
    "#     for i in range(0, rows2fill-int(rows2fill/2)):\n",
    "#         table.append([[val]] * MAX_COL_LEN)\n",
    "                \n",
    "#     for row in table:\n",
    "#         for cell in row:\n",
    "#             if len(cell) == 0:\n",
    "#                 cell.append('<PAD>')\n",
    "#         cols2fill = MAX_COL_LEN-len(row)\n",
    "#         for j in range(0, cols2fill):\n",
    "#             row.append(['<PAD>'])\n",
    "#     for i in range(0, MAX_ROW_LEN-rows):\n",
    "#         table.append(\n",
    "#             [['<PAD>']] * MAX_COL_LEN)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[['united_states']], [['denmark']], [['france']], [['sweden']], [['finland']]]"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X[101]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[['<PAD>'], ['<PAD>'], ['<PAD>']],\n",
       " [['<PAD>'], ['<PAD>'], ['<PAD>']],\n",
       " [['<PAD>'], ['<PAD>'], ['<PAD>']],\n",
       " [['<PAD>'], ['united_states'], ['<PAD>']],\n",
       " [['<PAD>'], ['denmark'], ['<PAD>']],\n",
       " [['<PAD>'], ['france'], ['<PAD>']],\n",
       " [['<PAD>'], ['sweden'], ['<PAD>']],\n",
       " [['<PAD>'], ['finland'], ['<PAD>']],\n",
       " [['<PAD>'], ['<PAD>'], ['<PAD>']],\n",
       " [['<PAD>'], ['<PAD>'], ['<PAD>']],\n",
       " [['<PAD>'], ['<PAD>'], ['<PAD>']]]"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pad_table(X[101])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(47862, 11, 3, 1)\n",
      "CPU times: user 3.72 s, sys: 1.45 s, total: 5.17 s\n",
      "Wall time: 5.28 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "p = Pool(processes=10)\n",
    "X_pad = p.map(pad_table, X)\n",
    "p.close()\n",
    "p.join()\n",
    "X_pad = np.array(X_pad)\n",
    "print(X_pad.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "savepkl(f'{PATH}/x_tokenised_preprocessed_pad.pkl', X_pad)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Baseline conversion"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "baseline_f = pd.read_csv('../global_data/features.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [],
   "source": [
    "def t(baseline_f):\n",
    "    baseline_f['table_tkn'] = baseline_f.table_id.apply(\n",
    "        lambda x: shrink_cell_len(clean(tokenize_table(read_table(x)['data']))))\n",
    "    baseline_f['query_tkn'] = baseline_f['query'].apply(\n",
    "        lambda x: tokenize_str(x.lower()))\n",
    "    return baseline_f"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 22.3 s, sys: 45.7 s, total: 1min 7s\n",
      "Wall time: 10min 3s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "baseline_f_ = mp(baseline_f, t, 70)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [],
   "source": [
    "baseline_f_.to_csv(f'{PATH}/baseline_f_tq-tkn.csv', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[['760_low_risk'], []],\n",
       " [[], []],\n",
       " [[], []],\n",
       " [[], []],\n",
       " [[], []],\n",
       " [[], []],\n",
       " [['540_high_risk'], []],\n",
       " [['no_credit_rating'], ['the_lender']]]"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "baseline_f_['table_tkn'][0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "remove_empty_cols\n",
    "remove_empty_rows\n",
    "remove_dupl_cols\n",
    "remove_dupl_rows"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Getting only full tables with no unk and therefore no pad"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "X = loadpkl('./data/w_all_data/x_tokenised_preprocessed.pkl')\n",
    "vocab = loadpkl('./data/w_all_data/vocab_5-15_unk.pkl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total cells: 47388049, unqiue: 6263564\n",
      "\n",
      "cell_len_distr: [(0, 6860775), (1, 40527274)]\n"
     ]
    }
   ],
   "source": [
    "all_cells, all_cells_len, c_len, c_len_val, cell_len_distr = cell_stats(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.1447785917500001"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "s = 0\n",
    "for l,v in cell_len_distr:\n",
    "    if l==0:\n",
    "        s+=v\n",
    "s/len(all_cells)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total shapes: 2256758, unqiue: 75\n",
      "\n",
      "Shape distribution: [((15, 3), 153261), ((1, 1), 153085), ((15, 2), 145018), ((15, 4), 115068), ((1, 3), 112753), ((2, 1), 103789), ((15, 5), 85109), ((15, 1), 79181), ((1, 2), 68697), ((2, 2), 60856), ((2, 3), 55143), ((3, 2), 47170), ((3, 1), 47114), ((4, 1), 46943), ((3, 3), 43802), ((4, 2), 42351), ((5, 1), 34665), ((5, 2), 34581), ((4, 3), 33903), ((5, 3), 29052), ((6, 2), 28736), ((8, 2), 26376), ((6, 3), 25877), ((6, 1), 25156), ((10, 2), 24676), ((7, 2), 22820), ((7, 3), 21230), ((8, 3), 20492), ((1, 4), 19314), ((8, 1), 18859), ((7, 1), 18318), ((9, 2), 18131), ((2, 4), 17199), ((1, 5), 16921), ((3, 4), 16478), ((10, 3), 16223), ((9, 3), 15525), ((8, 4), 15208), ((10, 1), 15202), ((12, 2), 15184), ((4, 4), 15069), ((8, 5), 14564), ((11, 2), 14560), ((6, 5), 14389), ((2, 5), 13717), ((5, 4), 13652), ((3, 5), 13469), ((9, 1), 13273), ((6, 4), 13104), ((11, 3), 12879), ((4, 5), 12575), ((12, 3), 12460), ((5, 5), 11841), ((13, 2), 11288), ((7, 4), 10540), ((14, 2), 10533), ((13, 3), 10124), ((7, 5), 10032), ((12, 1), 9725), ((14, 3), 9560), ((10, 4), 9345), ((9, 5), 9212), ((11, 1), 8883), ((9, 4), 8811), ((10, 5), 8563), ((12, 4), 8493), ((14, 1), 7866), ((11, 4), 7864), ((14, 5), 7840), ((11, 5), 7452), ((12, 5), 7424), ((13, 4), 7397), ((14, 4), 7004), ((13, 1), 6929), ((13, 5), 6855)]\n",
      "\n",
      "shape: 7.504727578233909  x  2.5637631505017375\n"
     ]
    }
   ],
   "source": [
    "get_avg_table_sh(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "table only vocab: 40527274, 6263563\n"
     ]
    }
   ],
   "source": [
    "result = flatten_1_deg(flatten_1_deg(flatten_1_deg(X.tolist())))\n",
    "print(f\"table only vocab: {len(result)}, {len(list(set(result)))}\")\n",
    "query_l = [tokenize_str(i.lower()) for i in list(baseline_f['query'].unique())]\n",
    "query_l = flatten_1_deg(query_l)\n",
    "result += query_l\n",
    "# print(result[:10])\n",
    "count = Counter(result)\n",
    "\n",
    "c = [[i, count[i]] for i in count.keys()]\n",
    "df = pd.DataFrame(c)\n",
    "df.sort_values(by=[1], ascending=False, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3730101"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df[1]==1].shape[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2533498"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(vocab)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6263599"
      ]
     },
     "execution_count": 89,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vocab_no_unk = loadpkl('./data/w_all_data/vocab_5-15.pkl')\n",
    "len(vocab_no_unk)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total shapes: 1582147, unqiue: 6292\n",
      "\n",
      "Shape distribution: [((1, 3), 99175), ((1, 2), 66423), ((2, 3), 39855), ((2, 2), 37987), ((3, 3), 31448), ((1, 5), 25640), ((1, 1), 24722), ((1, 4), 23525), ((4, 3), 23431), ((3, 2), 22716), ((2, 5), 21617), ((5, 3), 20613), ((2, 4), 20163), ((3, 4), 19516), ((1, 7), 18586), ((2, 6), 17264), ((5, 4), 16958), ((3, 5), 16903), ((4, 5), 16841), ((4, 4), 16701), ((6, 3), 16618), ((4, 2), 16198), ((6, 4), 14774), ((10, 4), 13979), ((8, 4), 13376), ((5, 2), 13058), ((4, 9), 12943), ((8, 3), 11425), ((2, 7), 11369), ((5, 5), 11325), ((6, 2), 11284), ((7, 3), 11219), ((1, 6), 10890), ((6, 5), 10785), ((7, 4), 10639), ((8, 5), 10467), ((4, 6), 9878), ((10, 3), 9198), ((3, 6), 8837), ((7, 2), 8558), ((5, 6), 8503), ((9, 4), 8393), ((3, 7), 8257), ((4, 7), 8205), ((6, 7), 8191), ((8, 6), 7999), ((10, 5), 7846), ((7, 5), 7725), ((9, 3), 7706), ((6, 6), 7495), ((8, 2), 7403), ((11, 4), 7372), ((2, 10), 7367), ((12, 4), 7278), ((2, 11), 7180), ((5, 7), 7152), ((9, 2), 7091), ((2, 9), 6616), 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((427, 8), 1), ((174, 14), 1), ((28, 33), 1)]\n",
      "\n",
      "shape: 11.425069857604887  x  5.14703311386363\n"
     ]
    }
   ],
   "source": [
    "X_ = loadpkl('./data/w_all_data/x_tokenised.pkl')\n",
    "get_avg_table_sh(X_)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_15_5 = [i for i in X if np.array(i).shape[:2]==(15,5)]\n",
    "v = set(vocab)\n",
    "X_full_no_unk = [i for i in X_15_5 if set(flatten_1_deg(flatten_1_deg(i))) <= v]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "29910"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(X_full_no_unk)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total cells: 2243250, unqiue: 289906\n",
      "\n",
      "cell_len_distr: [(0, 440936), (1, 1802314)]\n"
     ]
    }
   ],
   "source": [
    "all_cells, all_cells_len, c_len, c_len_val, cell_len_distr = cell_stats(np.array(X_full_no_unk))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_full_no_unk = np.array(X_full_no_unk)\n",
    "savepkl('./data/w_all_data_fullish_tables/x_tokenised_preprocessed.pkl',X_full_no_unk)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "table only vocab: 1802314, 289905\n",
      "total vocab: 289963\n",
      "\n"
     ]
    }
   ],
   "source": [
    "result = flatten_1_deg(flatten_1_deg(flatten_1_deg(X_full_no_unk.tolist())))\n",
    "print(f\"table only vocab: {len(result)}, {len(list(set(result)))}\")\n",
    "query_l = [tokenize_str(i.lower()) for i in list(baseline_f['query'].unique())]\n",
    "query_l = flatten_1_deg(query_l)\n",
    "result += query_l\n",
    "# print(result[:10])\n",
    "count = Counter(result)\n",
    "c = [[i, count[i]] for i in count.keys()]\n",
    "df = pd.DataFrame(c)\n",
    "df.sort_values(by=[1], ascending=False, inplace=True)\n",
    "df.to_csv('./data/w_all_data_fullish_tables/word_distr.csv', index=False, columns=None)\n",
    "\n",
    "vocab_n = list(set(count.keys()))\n",
    "vocab_n.insert(0, '<PAD>')\n",
    "vocab_n.insert(0, '<UNK>')\n",
    "print(f'total vocab: {len(vocab_n)}\\n')\n",
    "savepkl('./data/w_all_data_fullish_tables/vocab_5-15.pkl', vocab_n)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Vocab with no occurrence 1 tokens"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(157149, 2)"
      ]
     },
     "execution_count": 95,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = df[df[1]!=1]\n",
    "\n",
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total vocab: 157151\n",
      "\n"
     ]
    }
   ],
   "source": [
    "df.to_csv('./data/w_all_data_fullish_tables/word_distr_unk.csv', index=False, columns=None)\n",
    "vocab_ = list(set(df[0]))\n",
    "vocab_.insert(0, '<PAD>')\n",
    "vocab_.insert(0, '<UNK>')\n",
    "print(f'total vocab: {len(vocab_)}\\n')\n",
    "savepkl('./data/w_all_data_fullish_tables/vocab_5-15_unk.pkl', vocab_)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(29910, 15, 5)"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x_ = loadpkl('./data/w_all_data_fullish_tables/x_tokenised_preprocessed.pkl')\n",
    "x_.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2533498, 157151)"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(vocab),len(vocab_)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "289963"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "v = loadpkl('./data/w_all_data_fullish_tables/vocab_5-15.pkl')\n",
    "len(v)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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