ver005c.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "eksik sonuc verdi."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "yapılan işlemler onucu skor yükselmedi. Lokasyon, ve keyword gibi değişkenler concatlanıp bakılacak.\n",
    "Skoru yükselten asıl kaynağın model kurulması ve çalıştırılması olduğu anlaşıldı...."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import operator\n",
    "from wordcloud import STOPWORDS\n",
    "import string\n",
    "\n",
    "pd.set_option('display.max_rows', 5000000)\n",
    "pd.set_option('display.max_columns', 5000000)\n",
    "pd.set_option('display.width', 10000000)\n",
    "pd.set_option('display.max_colwidth', 4000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_train = pd.read_csv('train.csv')\n",
    "df_test = pd.read_csv('test.csv') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import re\n",
    "def clean(tweet): \n",
    "    \n",
    "    # Special characters\n",
    "   \n",
    "   \n",
    "    # Urls\n",
    "    tweet = re.sub(r\"https?:\\/\\/t.co\\/[A-Za-z0-9]+\", \"\", tweet)\n",
    "        \n",
    "    # Words with punctuations and special characters\n",
    "    punctuations = '@#!?+&*[]-%.:/();$=><|{}^' + \"'`\"\n",
    "    for p in punctuations:\n",
    "        tweet = tweet.replace(p, f' {p} ')\n",
    "        \n",
    "    # ... and ..\n",
    "    tweet = tweet.replace('...', ' ... ')\n",
    "    if '...' not in tweet:\n",
    "        tweet = tweet.replace('..', ' ... ')      \n",
    "        \n",
    "    # Acronyms\n",
    "    tweet = re.sub(r\"MH370\", \"Malaysia Airlines Flight 370\", tweet)\n",
    "    tweet = re.sub(r\"mÌ¼sica\", \"music\", tweet)\n",
    "    tweet = re.sub(r\"okwx\", \"Oklahoma City Weather\", tweet)\n",
    "    tweet = re.sub(r\"arwx\", \"Arkansas Weather\", tweet)    \n",
    "    tweet = re.sub(r\"gawx\", \"Georgia Weather\", tweet)  \n",
    "    tweet = re.sub(r\"scwx\", \"South Carolina Weather\", tweet)  \n",
    "    tweet = re.sub(r\"cawx\", \"California Weather\", tweet)\n",
    "    tweet = re.sub(r\"tnwx\", \"Tennessee Weather\", tweet)\n",
    "    tweet = re.sub(r\"azwx\", \"Arizona Weather\", tweet)  \n",
    "    tweet = re.sub(r\"alwx\", \"Alabama Weather\", tweet)\n",
    "    tweet = re.sub(r\"wordpressdotcom\", \"wordpress\", tweet)    \n",
    "    tweet = re.sub(r\"usNWSgov\", \"United States National Weather Service\", tweet)\n",
    "    tweet = re.sub(r\"Suruc\", \"Sanliurfa\", tweet)   \n",
    "    \n",
    "    # Grouping same words without embeddings\n",
    "    tweet = re.sub(r\"Bestnaijamade\", \"bestnaijamade\", tweet)\n",
    "    tweet = re.sub(r\"SOUDELOR\", \"Soudelor\", tweet)\n",
    "    \n",
    "    return tweet\n",
    "\n",
    "\n",
    "df_train['text_cleaned'] = df_train['text'].apply(lambda s : clean(s))\n",
    "df_test['text_cleaned'] = df_test['text'].apply(lambda s : clean(s))\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['like for the music video I want some real action shit like burning buildings and police chases not some weak ben winston shit',\n",
       " 'Hellfire! We don\\x89Ûªt even want to think about it or mention it so let\\x89Ûªs not do anything that leads to it #islam!',\n",
       " \"The Prophet (peace be upon him) said 'Save yourself from Hellfire even if it is by giving half a date in charity.'\",\n",
       " 'In #islam saving a person is equal in reward to saving all humans! Islam is the opposite of terrorism!',\n",
       " 'To fight bioterrorism sir.',\n",
       " 'Who is bringing the tornadoes and floods. Who is bringing the climate change. God is after America He is plaguing her\\n \\n#FARRAKHAN #QUOTE',\n",
       " '#foodscare #offers2go #NestleIndia slips into loss after #Magginoodle #ban unsafe and hazardous for #humanconsumption',\n",
       " '#Allah describes piling up #wealth thinking it would last #forever as the description of the people of #Hellfire in Surah Humaza. #Reflect',\n",
       " 'He came to a land which was engulfed in tribal war and turned it into a land of peace i.e. Madinah. #ProphetMuhammad #islam',\n",
       " 'RT NotExplained: The only known image of infamous hijacker D.B. Cooper. http://t.co/JlzK2HdeTG',\n",
       " 'Hellfire is surrounded by desires so be careful and don\\x89Ûªt let your desires control you! #Afterlife',\n",
       " 'CLEARED:incident with injury:I-495  inner loop Exit 31 - MD 97/Georgia Ave Silver Spring',\n",
       " \"Mmmmmm I'm burning.... I'm burning buildings I'm building.... Oooooohhhh oooh ooh...\",\n",
       " 'wowo--=== 12000 Nigerian refugees repatriated from Cameroon',\n",
       " '.POTUS #StrategicPatience is a strategy for #Genocide; refugees; IDP Internally displaced people; horror; etc. https://t.co/rqWuoy1fm4',\n",
       " 'Caution: breathing may be hazardous to your health.',\n",
       " 'I Pledge Allegiance To The P.O.P.E. And The Burning Buildings of Epic City. ??????',\n",
       " 'that horrible sinking feeling when you\\x89Ûªve been at home on your phone for a while and you realise its been on 3G this whole time']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_mislabeled = df_train.groupby(['text']).nunique().sort_values(by='target', ascending=False)\n",
    "df_mislabeled = df_mislabeled[df_mislabeled['target'] > 1]['target']\n",
    "df_mislabeled.index.tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_train['target_relabeled'] = df_train['target'].copy() \n",
    "\n",
    "df_train.loc[df_train['text'] == 'like for the music video I want some real action shit like burning buildings and police chases not some weak ben winston shit', 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == 'Hellfire is surrounded by desires so be careful and donÛªt let your desires control you! #Afterlife', 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == 'To fight bioterrorism sir.', 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == '.POTUS #StrategicPatience is a strategy for #Genocide; refugees; IDP Internally displaced people; horror; etc. https://t.co/rqWuoy1fm4', 'target_relabeled'] = 1\n",
    "df_train.loc[df_train['text'] == 'CLEARED:incident with injury:I-495  inner loop Exit 31 - MD 97/Georgia Ave Silver Spring', 'target_relabeled'] = 1\n",
    "df_train.loc[df_train['text'] == '#foodscare #offers2go #NestleIndia slips into loss after #Magginoodle #ban unsafe and hazardous for #humanconsumption', 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == 'In #islam saving a person is equal in reward to saving all humans! Islam is the opposite of terrorism!', 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == 'Who is bringing the tornadoes and floods. Who is bringing the climate change. God is after America He is plaguing her\\n \\n#FARRAKHAN #QUOTE', 'target_relabeled'] = 1\n",
    "df_train.loc[df_train['text'] == 'RT NotExplained: The only known image of infamous hijacker D.B. Cooper. http://t.co/JlzK2HdeTG', 'target_relabeled'] = 1\n",
    "df_train.loc[df_train['text'] == \"Mmmmmm I'm burning.... I'm burning buildings I'm building.... Oooooohhhh oooh ooh...\", 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == \"wowo--=== 12000 Nigerian refugees repatriated from Cameroon\", 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == \"He came to a land which was engulfed in tribal war and turned it into a land of peace i.e. Madinah. #ProphetMuhammad #islam\", 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == \"Hellfire! We donÛªt even want to think about it or mention it so letÛªs not do anything that leads to it #islam!\", 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == \"The Prophet (peace be upon him) said 'Save yourself from Hellfire even if it is by giving half a date in charity.'\", 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == \"Caution: breathing may be hazardous to your health.\", 'target_relabeled'] = 1\n",
    "df_train.loc[df_train['text'] == \"I Pledge Allegiance To The P.O.P.E. And The Burning Buildings of Epic City. ??????\", 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == \"#Allah describes piling up #wealth thinking it would last #forever as the description of the people of #Hellfire in Surah Humaza. #Reflect\", 'target_relabeled'] = 0\n",
    "df_train.loc[df_train['text'] == \"that horrible sinking feeling when youÛªve been at home on your phone for a while and you realise its been on 3G this whole time\", 'target_relabeled'] = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# word_count\n",
    "df_train['word_count'] = df_train['text'].apply(lambda x: len(str(x).split()))\n",
    "df_test['word_count'] = df_test['text'].apply(lambda x: len(str(x).split()))\n",
    "\n",
    "# unique_word_count\n",
    "df_train['unique_word_count'] = df_train['text'].apply(lambda x: len(set(str(x).split())))\n",
    "df_test['unique_word_count'] = df_test['text'].apply(lambda x: len(set(str(x).split())))\n",
    "\n",
    "# stop_word_count\n",
    "df_train['stop_word_count'] = df_train['text'].apply(lambda x: len([w for w in str(x).lower().split() if w in STOPWORDS]))\n",
    "df_test['stop_word_count'] = df_test['text'].apply(lambda x: len([w for w in str(x).lower().split() if w in STOPWORDS]))\n",
    "\n",
    "# url_count\n",
    "df_train['url_count'] = df_train['text'].apply(lambda x: len([w for w in str(x).lower().split() if 'http' in w or 'https' in w]))\n",
    "df_test['url_count'] = df_test['text'].apply(lambda x: len([w for w in str(x).lower().split() if 'http' in w or 'https' in w]))\n",
    "\n",
    "# mean_word_length\n",
    "df_train['mean_word_length'] = df_train['text'].apply(lambda x: np.mean([len(w) for w in str(x).split()]))\n",
    "df_test['mean_word_length'] = df_test['text'].apply(lambda x: np.mean([len(w) for w in str(x).split()]))\n",
    "\n",
    "# char_count\n",
    "df_train['char_count'] = df_train['text'].apply(lambda x: len(str(x)))\n",
    "df_test['char_count'] = df_test['text'].apply(lambda x: len(str(x)))\n",
    "\n",
    "# punctuation_count\n",
    "df_train['punctuation_count'] = df_train['text'].apply(lambda x: len([c for c in str(x) if c in string.punctuation]))\n",
    "df_test['punctuation_count'] = df_test['text'].apply(lambda x: len([c for c in str(x) if c in string.punctuation]))\n",
    "\n",
    "# hashtag_count\n",
    "df_train['hashtag_count'] = df_train['text'].apply(lambda x: len([c for c in str(x) if c == '#']))\n",
    "df_test['hashtag_count'] = df_test['text'].apply(lambda x: len([c for c in str(x) if c == '#']))\n",
    "\n",
    "# mention_count\n",
    "df_train['mention_count'] = df_train['text'].apply(lambda x: len([c for c in str(x) if c == '@']))\n",
    "df_test['mention_count'] = df_test['text'].apply(lambda x: len([c for c in str(x) if c == '@']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.feature_extraction.text import TfidfVectorizer\n",
    "from sklearn.model_selection import train_test_split\n",
    "train_x, test_x, train_y, test_y = train_test_split( df_train[[\"text\",'text_cleaned', \"word_count\", \"unique_word_count\",\"stop_word_count\",\"mean_word_length\",\"char_count\",\"punctuation_count\"]]\n",
    "                                                     , df_train[\"target_relabeled\"], test_size=0.2,\n",
    "                                                       random_state = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [],
   "source": [
    "train_x1 = train_x[\"text_cleaned\"]\n",
    "train_x2 = train_x[\"word_count\"]\n",
    "train_x3 = train_x[\"unique_word_count\"]\n",
    "train_x4 = train_x[\"stop_word_count\"]\n",
    "train_x5 = train_x[\"mean_word_length\"]\n",
    "train_x6 = train_x[\"char_count\"]\n",
    "train_x7 = train_x[\"punctuation_count\"]\n",
    "\n",
    "test_x1 = test_x[\"text_cleaned\"]\n",
    "test_x2 = test_x[\"word_count\"]\n",
    "test_x3 = test_x[\"unique_word_count\"]\n",
    "test_x4 = test_x[\"stop_word_count\"]\n",
    "test_x5 = test_x[\"mean_word_length\"]\n",
    "test_x6 = test_x[\"char_count\"]\n",
    "test_x7 = test_x[\"punctuation_count\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<6090x14841 sparse matrix of type '<class 'numpy.float64'>'\n",
       "\twith 79291 stored elements in Compressed Sparse Row format>"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tf_idf_word_vectorizer = TfidfVectorizer()\n",
    "tf_idf_word_vectorizer.fit_transform(train_x1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word1 = tf_idf_word_vectorizer.transform(train_x1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.sparse import coo_matrix, hstack"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word2 = coo_matrix(train_x2)\n",
    "x_train_tf_idf_word2 = x_train_tf_idf_word2.reshape(6090,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word3 = coo_matrix(train_x3)\n",
    "x_train_tf_idf_word3 = x_train_tf_idf_word3.reshape(6090,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word4 = coo_matrix(train_x4)\n",
    "x_train_tf_idf_word4 = x_train_tf_idf_word4.reshape(6090,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word5 = coo_matrix(train_x5)\n",
    "x_train_tf_idf_word5 = x_train_tf_idf_word5.reshape(6090,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word6 = coo_matrix(train_x6)\n",
    "x_train_tf_idf_word6 = x_train_tf_idf_word6.reshape(6090,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word7 = coo_matrix(train_x7)\n",
    "x_train_tf_idf_word7 = x_train_tf_idf_word7.reshape(6090,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word = hstack([x_train_tf_idf_word1,x_train_tf_idf_word2,x_train_tf_idf_word3, x_train_tf_idf_word4, x_train_tf_idf_word5, x_train_tf_idf_word6, x_train_tf_idf_word7])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train_tf_idf_word = x_train_tf_idf_word.toarray()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "numpy.ndarray"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(x_train_tf_idf_word)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word1 = tf_idf_word_vectorizer.transform(test_x1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word2 = coo_matrix(test_x2)\n",
    "x_test_tf_idf_word2 = x_test_tf_idf_word2.reshape(1523,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word3 = coo_matrix(test_x3)\n",
    "x_test_tf_idf_word3 = x_test_tf_idf_word3.reshape(1523,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word4 = coo_matrix(test_x4)\n",
    "x_test_tf_idf_word4 = x_test_tf_idf_word4.reshape(1523,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word5 = coo_matrix(test_x5)\n",
    "x_test_tf_idf_word5 = x_test_tf_idf_word5.reshape(1523,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word6 = coo_matrix(test_x6)\n",
    "x_test_tf_idf_word6 = x_test_tf_idf_word6.reshape(1523,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word7 = coo_matrix(test_x7)\n",
    "x_test_tf_idf_word7 = x_test_tf_idf_word7.reshape(1523,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word = hstack([x_test_tf_idf_word1, x_test_tf_idf_word2,x_test_tf_idf_word3,x_test_tf_idf_word4,x_test_tf_idf_word5,x_test_tf_idf_word6,x_test_tf_idf_word7])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_test_tf_idf_word = x_test_tf_idf_word.toarray()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "numpy.ndarray"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(x_test_tf_idf_word)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [],
   "source": [
    "test1 = df_test[\"text_cleaned\"]\n",
    "test1 = tf_idf_word_vectorizer.transform(test1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3263, 14841)"
      ]
     },
     "execution_count": 102,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.shape(test1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [],
   "source": [
    "test2 = df_test[\"word_count\"]\n",
    "test2 = coo_matrix(test2)\n",
    "test2 = test2.reshape(3263,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [],
   "source": [
    "test3 = df_test[\"unique_word_count\"]\n",
    "test3 = coo_matrix(test3)\n",
    "test3 = test3.reshape(3263,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [],
   "source": [
    "test4 = df_test[\"stop_word_count\"]\n",
    "test4 = coo_matrix(test4)\n",
    "test4 = test4.reshape(3263,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [],
   "source": [
    "test5 = df_test[\"mean_word_length\"]\n",
    "test5 = coo_matrix(test5)\n",
    "test5 = test5.reshape(3263,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [],
   "source": [
    "test6 = df_test[\"char_count\"]\n",
    "test6 = coo_matrix(test6)\n",
    "test6 = test6.reshape(3263,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [],
   "source": [
    "test7 = df_test[\"punctuation_count\"]\n",
    "test7 = coo_matrix(test7)\n",
    "test7 = test7.reshape(3263,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {},
   "outputs": [],
   "source": [
    "test = hstack([test1, test2,test3,test4,test5,test6,test7])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [],
   "source": [
    "test = test.toarray()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "numpy.ndarray"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model: \"sequential_6\"\n",
      "_________________________________________________________________\n",
      "Layer (type)                 Output Shape              Param #   \n",
      "=================================================================\n",
      "dense_16 (Dense)             (None, 50)                742400    \n",
      "_________________________________________________________________\n",
      "dense_17 (Dense)             (None, 25)                1275      \n",
      "_________________________________________________________________\n",
      "dense_18 (Dense)             (None, 5)                 130       \n",
      "_________________________________________________________________\n",
      "dense_19 (Dense)             (None, 1)                 6         \n",
      "=================================================================\n",
      "Total params: 743,811\n",
      "Trainable params: 743,811\n",
      "Non-trainable params: 0\n",
      "_________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "from keras.utils import to_categorical\n",
    "from keras import models\n",
    "from keras import layers\n",
    "import numpy as np\n",
    "\n",
    "\n",
    "from keras.models import Sequential\n",
    "\n",
    "# Input - Layer\n",
    "model = Sequential()\n",
    "model.add(layers.Dense(50, activation = \"relu\", input_shape=(14847, )))\n",
    "# Hidden - Layers\n",
    "model.add(layers.Dense(25, activation = \"relu\"))\n",
    "model.add(layers.Dense(5, activation = \"relu\"))\n",
    "model.add(layers.Dense(1, activation = \"sigmoid\"))\n",
    "model.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {},
   "outputs": [],
   "source": [
    "model.compile(\n",
    " optimizer = \"adam\",\n",
    " loss = \"binary_crossentropy\",\n",
    " metrics = [\"accuracy\"]\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Train on 6090 samples, validate on 1523 samples\n",
      "Epoch 1/11\n",
      "6090/6090 [==============================] - 2s 323us/step - loss: 0.6716 - accuracy: 0.6061 - val_loss: 0.6466 - val_accuracy: 0.5975\n",
      "Epoch 2/11\n",
      "6090/6090 [==============================] - 2s 251us/step - loss: 0.6242 - accuracy: 0.6772 - val_loss: 0.6035 - val_accuracy: 0.6737\n",
      "Epoch 3/11\n",
      "6090/6090 [==============================] - 2s 250us/step - loss: 0.5612 - accuracy: 0.7475 - val_loss: 0.5550 - val_accuracy: 0.7367\n",
      "Epoch 4/11\n",
      "6090/6090 [==============================] - 2s 250us/step - loss: 0.4845 - accuracy: 0.8084 - val_loss: 0.4955 - val_accuracy: 0.7853\n",
      "Epoch 5/11\n",
      "6090/6090 [==============================] - 2s 259us/step - loss: 0.4037 - accuracy: 0.8499 - val_loss: 0.4563 - val_accuracy: 0.7965\n",
      "Epoch 6/11\n",
      "6090/6090 [==============================] - 2s 249us/step - loss: 0.3246 - accuracy: 0.8893 - val_loss: 0.4407 - val_accuracy: 0.8011\n",
      "Epoch 7/11\n",
      "6090/6090 [==============================] - 2s 250us/step - loss: 0.2608 - accuracy: 0.9174 - val_loss: 0.4399 - val_accuracy: 0.7991\n",
      "Epoch 8/11\n",
      "6090/6090 [==============================] - 2s 251us/step - loss: 0.2213 - accuracy: 0.9310 - val_loss: 0.4402 - val_accuracy: 0.8063\n",
      "Epoch 9/11\n",
      "6090/6090 [==============================] - 2s 249us/step - loss: 0.1848 - accuracy: 0.9445 - val_loss: 0.4509 - val_accuracy: 0.8070\n",
      "Epoch 10/11\n",
      "6090/6090 [==============================] - 2s 249us/step - loss: 0.1508 - accuracy: 0.9548 - val_loss: 0.4690 - val_accuracy: 0.8056\n",
      "Epoch 11/11\n",
      "6090/6090 [==============================] - 2s 251us/step - loss: 0.1313 - accuracy: 0.9614 - val_loss: 0.5088 - val_accuracy: 0.7741\n"
     ]
    }
   ],
   "source": [
    "results = model.fit(\n",
    " x_train_tf_idf_word, train_y,\n",
    " epochs= 11,\n",
    " batch_size = 150,\n",
    " validation_data = (x_test_tf_idf_word, test_y)\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred_test = model.predict(x_test_tf_idf_word)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "metadata": {},
   "outputs": [],
   "source": [
    "np.core.arrayprint._line_width = 1800000000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [],
   "source": [
    "np.set_printoptions(threshold=np.inf)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred_test = model.predict(x_test_tf_idf_word)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 180,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred_test = model.predict(x_test_tf_idf_word)\n",
    "y_pred_test = (y_pred_test > 0.5)\n",
    "y_pred_test = pd.DataFrame(data = y_pred_test, index = range(1523), columns=['target'])\n",
    "y_pred_test[\"target\"] = y_pred_test[\"target\"].astype(int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 181,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "1500       1\n",
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      "1508       0\n",
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      "1511       1\n",
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      "1513       0\n",
      "1514       1\n",
      "1515       0\n",
      "1516       1\n",
      "1517       0\n",
      "1518       1\n",
      "1519       0\n",
      "1520       0\n",
      "1521       0\n",
      "1522       0\n"
     ]
    }
   ],
   "source": [
    "print(y_pred_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print(x_test_tf_idf_word)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {},
   "outputs": [],
   "source": [
    "test_x1 = test_x[[\"text\"]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 177,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                                                                                                                                                       text\n",
      "3228          Goulburn man Henry Van Bilsen missing: Emergency services are searching for a Goulburn man who disappeared from hisÛ_ http://t.co/z99pKJzTRp\n",
      "3706             The things we fear most in organizations--fluctuations disturbances imbalances--are the primary sources of creativity. - Margaret Wheatley\n",
      "6957                                                                                                                                @tsunami_esh ?? hey Esh\n",
      "2887           @POTUS you until you drown by water entering the lungs. You being alive has caused this great country to fall to shit because you're a pussy\n",
      "7464                                                                                                    Crawling in my skin\\nThese wounds they will not hea\n",
      "2539                                                                                                                     #np agalloch - the desolation song\n",
      "6837               Hollywood Movie About Trapped Miners Released in Chile: 'The 33' Hollywood movie about trapped miners starring... http://t.co/tyyfG4qQvM\n",
      "7386                                                                            New roof and hardy up..Windstorm inspection tomorrow http://t.co/kKeH8qCgc3\n",
      "1506                                       The Catastrophic Effects of Hiroshima and Nagasaki Atomic Bombings Still Being Felt Today http://t.co/WC8AqXeDF7\n",
      "1875                                                                                                    tiffanyfrizzell has a crush: http://t.co/RaF732vRtt\n",
      "1282                                                                                                           Holy fuck QVC bitch just got burned so hard.\n",
      "5389                                                 I added a video to a @YouTube playlist http://t.co/vxeGCmMVBV Panic! At The Disco: Collar Full (Audio)\n",
      "1615                                                                              @BehindAShield @Wars_Goddess Sweet Lord.  (I collapse as my knees buckle)\n",
      "4639              A Laois girl advertised for a new friend to replace her loved-up BFF and has been inundated http://t.co/IGM2fc4T0M http://t.co/YiLTu7SXAr\n",
      "4536                    #WakeUpFlorida... #Floridians more likely to be killed/injured by a #TrophyHunt killer's gun than by ISIS.  https://t.co/j5In8meXAJ\n",
      "4276                                                         @Startide It's hotter there than Phoenix this week with 3x the humidity. &gt;.&gt;; Heat wave.\n",
      "6162                                                                                                           Any new games coming soon @BreachGamingORG ?\n",
      "6233          sorry-I built a fire by my desk already. RT@irishirr\\n@MChapmanWSAZ @WSAZ_Brittany @kellyannwx ..please maintain that snowstorm til I arrive.\n",
      "1227              Witness video shows car explode behind burning buildings on 2nd St this afternoon #Manchester  http://t.co/cgmJlSEYLo via @MikeCroninWMUR\n",
      "3868                                                                If you have an opinion and you don't put it on thh internet you will furst into flames.\n",
      "5770                                                   Sweetpea's are running riot at the allotment - and brightening up a rainy day http://t.co/6NdBFOPK5m\n",
      "4147                                                             I concur. The longer you spend with your child the more harm?  Mmk https://t.co/dxwfX56pWh\n",
      "7102                                 After a violent afternoon storm more severe weather heads for Chicago tonight. Details ----&gt; http://t.co/6Peeip4y7W\n",
      "3697                                                                       Everyday is a near death fatality for me on the road. Thank god is on my side.??\n",
      "3819                                       I just added 'Sandy First Responders Lost Their Homes' to VIP Home Page Group on @Vimeo: https://t.co/lKXi6UXjaQ\n",
      "3808                                            #NJTurnpike å_ #NJTurnpike Reopens Hours After Truck Fire In? http://t.co/oABJZtbVyZ http://t.co/GPBXRrDc07\n",
      "7324              Wild fires in California... Must be Global Warming. Can't just be extreme heat combined with dry foliage ignited by some douchebag hiker.\n",
      "6577                                 4 THOSE WHO CARE ABOUT SIBLING ABUSE SURVIVORS join the new family tree: http://t.co/LQD1WEfpQd http://t.co/GgnbVZoHWu\n",
      "6576                @MithiTennis @CrackedGem Which is why I want her to be better - which means death awaits her. Most of us aren't heroes we are survivors\n",
      "1687           and even if the stars and moon collide ÛÓ oh oh! i never want you back to my life you can take your words and all... http://t.co/4E2gJmVRVI\n",
      "4965                                          http://t.co/HFqlwo1kMy E-Mini SP 500: Earnings letdown equals market meltdown! http://t.co/LEi9dWVllq #Amazon\n",
      "3396                                                        Gas leak forces evacuation in east Saint John http://t.co/E1vkc2efsT #NB http://t.co/BeUa507Iug\n",
      "5880                                                                                     I liked a @YouTube video http://t.co/xR3xJJ8gJB Darude - Sandstorm\n",
      "4040             #NaturalDisasters As California fires rage the Forest Service sounds the alarm about rising wildfire costs: Û_...  http://t.co/TQwrW3jQWo\n",
      "2532                    Emotional Desolation the effect of alcoholism/addiction on family - http://t.co/31tGtLz3YA Forgiving is hard http://t.co/C7rcO2eMwF\n",
      "2661                                                                .@no_periferico Apollo Brown - 'Detonate' f. M.O.P. http://t.co/m7na4sKfWR #ORapInforma\n",
      "1515                                                              Learning from the Legacy of a Catastrophic Eruption http://t.co/PgXfocgHqg via @newyorker\n",
      "6788                                             The tragedy of life is not that it ends so soon but that we wait so long to begin it. ~ W.M. Lewis #quotes\n",
      "4661          @LEDofficial1 As you can imagine we're inundated with requests each week for samples &amp; as much as we'd love to be able to send sweets 1/2\n",
      "4315                                                                                                     Hellfire Gargoyle Hoof coil http://t.co/2ii3Brc7NX\n",
      "2951                                                                        So today I fell off a rock scraped my whole butt and nearly drowned #summer2k15\n",
      "4422           Û÷RansomwareÛª holds B.C. manÛªs computer files hostage: A virus locked Andrew Wilson's family photos and otherÛ_ http://t.co/aQbLjComlN\n",
      "5455                                       Selection September Bridgeport men charged in home invasion Police looking for burglar. - http://t.co/7mlCD0l0b8\n",
      "4424                               That moth that held me hostage yesterday has been chilling on the bathroom windowsill all day and I'm not okay with this\n",
      "1104             @NickLee8  i went to school in a bombed out East End of London3 families to one house no bathroom outside loo &amp; poor so whats yr point\n",
      "3802             #Philippines Former Township fire truck being used in Philippines: Û_  of emergency equipment in Cebu Philippi...  http://t.co/aL28RVkqPQ\n",
      "3861                                                                                                     @ErinMariefishy everyone is setting flames upon me\n",
      "4179                                                                     @ClassyColkett Thorgan Hazard made his move permanent go Gladbach this summer lmao\n",
      "4804               daviesmutia: Breaking news! Unconfirmed! I just heard a loud bang nearby. in what appears to be a blast of wind from my neighbour's ass.\n",
      "3830                                  Some good info to help first responders cope- Individual Resilience: Factsheet for Responders- http://t.co/FcFpijiqt5\n",
      "2656                                                                                           Apollo Brown - 'Detonate' f. M.O.P. | http://t.co/H1xiGcEn7F\n",
      "311                                                                          @KatieKatCubs you already know how this shit goes. World Series or Armageddon.\n",
      "2340                            Saving the City in Old Town: The Proposed Demolition of 159 West Burton http://t.co/FJddx43Ewj @MessnerMatthew for @newcity\n",
      "2229                                                                                                                Wrinkled the face of deluge as decayed;\n",
      "5719               VIDEO: 'We're picking up bodies from water': Rescuers are searching for hundreds of migrants in the Mediterran... http://t.co/PUezv6bd37\n",
      "4198           Freak accident? Sure. Looking for someone to blame? Maybe. Remember that player broke his leg cuz cart was at back of end zone? Common sense\n",
      "444                                Trusting Iran to stop terrorism is like inviting an arsonist to join the fire brigade - Telegraph http://t.co/2Z2HTDjQZD\n",
      "958                   Louis Vuitton Monogram Sophie Limited Edition Clutch Cross body Bag - Full read by eBay http://t.co/GGgFVO5Pb4 http://t.co/NlFr8t3xqm\n",
      "1550                                       Our Chemical Spill Cleanup videos will prepare you for an emergency situation in the lab. http://t.co/UMQbyRUPBd\n",
      "4304                                     The Prophet (peace be upon him) said 'Save yourself from Hellfire even if it is by giving half a date in charity.'\n",
      "4992                                     Online infantryman experimental military training tutorials shower down upon assertative intelligence as regard...\n",
      "6800                                                                                                 Back home they mad cause I chill with the white boys .\n",
      "2418                Breakfast links: Work from home: Derailed: An empty train derailed at Smithsonian this morning suspending ser... http://t.co/iD4QGqDnJQ\n",
      "6433                                                                                                        Suicide bombing is just the fear of dying alone\n",
      "2992                             Some poor sods arriving in Amman during yesterday's dust storm were diverted to Ben Gurion airport: http://t.co/jkpjpcH9i6\n",
      "2201                                                                               @xeni my bet is mother nature might have plans to send a deluge our way.\n",
      "5969                                                                                            @justinbieber @ArianaGrande Can you hear me screaming !!!!!\n",
      "793                                                                                                       @Demetae12 yes i want to be the new blight leader\n",
      "5398                                                                         New post: 'People are finally panicking about cable TV' http://t.co/pkfV8lkSlD\n",
      "714                                                                                          you could slit my throat and I'd apologize for bleeding on you\n",
      "513                     TV program I saw said US air plane flew to uranium mine in Fukushima and attacked by machine gun when student army were digging it.\n",
      "299                                       The latest from @BryanSinger reveals #Storm is a queen in #Apocalypse @RuPaul @AlexShipppp http://t.co/oQw8Jx6rTs\n",
      "1873                                                                                                          sevenfigz has a crush: http://t.co/20B3PnQxMD\n",
      "1660                                                                              Look: #I have collapsed #after attempting to munch an endangered species.\n",
      "6929                                                                            why is it trouble@niallhariss / @simply_vain live on http://t.co/iAhJj0agq6\n",
      "4493                                                                                                          @eggalie haha I love hurricane because of you\n",
      "2978                                                                                                   Louis in red jacket round 2 aka drowning in my tears\n",
      "7187                                                       BUT I will be uploading these videos ASAP so you guys get to see the new weapon types in action!\n",
      "5792                                                                I think Twitter was invented to keep us insomniacs from rioting in the wee small hours.\n",
      "6348                 CAP: 'the DRIVE Act represents the failure of Senate Republicans to address the structural shortfalls plaguing the Highway Trust Fund'\n",
      "1216                                                People are more worried about the burning of buildings than black people losing their lives disgusting.\n",
      "7134                   http://t.co/Ns1AgGFNxz #shoes Asics GT-II Super Red 2.0 11 Ronnie Fieg Kith Red White 3M x gel grey volcano 2 http://t.co/oD250zshFy\n",
      "2667                                                    Apollo Brown - Detonate (feat. M.O.P.) by Mello Music Group via #soundcloud https://t.co/PRojeAvG8T\n",
      "5365                                                                                                       Is it time to panic now? https://t.co/OrxDQfz0J0\n",
      "4703                                So when you're caught in a landslide\\nI'll be there for you\\nAnd in the rain \\ngive you sunshine\\nI'll be there for you\n",
      "4794                           What the fuck was that. There was a loud bang and a flash of light outside. I'm pretty sure I'm not dead but what the hell??\n",
      "3500                               Checkout all the NURGLE rules &amp; features that snuck in on Khrone's WD! http://t.co/he7Q7H3nZf http://t.co/rpvZBEsUQJ\n",
      "7098               #Amsterdam POV video captures violent landing at Amsterdam Airport Schiphol during a st... http://t.co/AlUMrGl40e http://t.co/8h2KCTFB8I\n",
      "2064                                                                                  remember that time goku gave life to a dead birb \\nwhat the hell goku\n",
      "1600                                                             Warne Ponting shocked by Australian collapse - Yahoo Cricket India https://t.co/hsgkTeZUCN\n",
      "7378                                                              Reality Training: Train falls off elevated tracks during windstorm http://t.co/qzRciNaF5z\n",
      "4097                                                                   Central Mass. fruit trees escape heavy damage after wind hail http://t.co/VbFfodtP6M\n",
      "5673                                                                4 kidnapped ladies rescued by police in Enugu | Nigerian Tribune http://t.co/xYyEV89WIz\n",
      "7185                                                                                                                                    FUCK NUCLEAR WEAPON\n",
      "6923                                                                                                      OH MY GOD RYANS IN TROUBLE http://t.co/ADIp0UnXHU\n",
      "7030                                                                                      Typhoon Soudelor taking dead aim at Taiwan http://t.co/3Ac5wuy1R0\n",
      "1064               The Guardian view on the Hiroshima legacy: still in the shadow of the bomb | Editorial: The world longs to cas... http://t.co/RhxMGhsPd7\n",
      "3601                                                                                                   Success is not permanent &amp; failure is not fatal.\n",
      "7409                   Police Officer Wounded Suspect Dead After Exchanging Shots: Richmond police officer wounded suspect killed after exchange of gunfire\n",
      "7268                                                                               Back from Seattle Tacoma and Portland. Whirlwind! http://t.co/qwHINBni8e\n",
      "3945            12' 72W CREE LED Work Light Bar Alloy Spot Flood Combo Diving Offroad 4WD Boat - Full readÛ_ http://t.co/MJMwA72ER6 http://t.co/ADx9iYi246\n",
      "3112              I'm loving this classic barn shot! We may or may not have got electrocuted got stung a few times and stepped in... http://t.co/X6aSGRjsWC\n",
      "3809                                                      #LukeBox something about first responders/ military they are our true Hero's!! Besides your music\n",
      "1305                                                                                            @JohnsonTionne except idk them?? it's really burning ??????\n",
      "3630                                                                                                       http://t.co/JwIv6WYW6F Osage Beach releases name\n",
      "6692                                                                                                                      I hear lightening and see thunder\n",
      "4819           RT owenrbroadhurst RT JuanMThompson: At this hour 70 yrs ago one of the greatest acts of mass murder in world histÛ_ http://t.co/ODWs0waW9Q\n",
      "3817              Carmike Cinemas on Antioch Shooting: 'We Are Grateful' for Staff and First Responders Safety Is 'Highest Priority' http://t.co/BehfHspPud\n",
      "4738            There is a #baby in Oliver's #swim class that cries the ENTIRE class. It's like his #parents are #waterboarding him or dipping him in #lava\n",
      "7223                                                 Weapons stolen from National Guard Armory in New Albany still missing #Gunsense http://t.co/lKNU8902JE\n",
      "4481        Cruz: Iran deal Û÷leaves 4 American hostages languishing in IranÛª  http://t.co/EXsQIJF4nY - #NoIranDeal  #TedCruz2016 http://t.co/y7sIPKB1kd\n",
      "3224                                                                                           Emergency Shutdown Systems - Edmonton http://t.co/F8GvWkFqox\n",
      "4053                                                           I'm about to cook your Smokey the Bear saving forest fires face ass  https://t.co/WtGGqS5gEh\n",
      "1183            @followlasg This is urgentthere is currently a 3 storey building at church B/stop Oworoshoki Third mainland bridge which likely to collapse\n",
      "5305               Families to sue over Legionnaires: More than 40 families affected by the fatal outbreak of Legionnaires' disea... http://t.co/kkdX8zMV4G\n",
      "895                                                                                                                Bloody insomnia again! Grrrr!! #Insomnia\n",
      "442                                                                                                        @local_arsonist lmao but real live you should go\n",
      "7274                                                   My #mantra this morning!! Heading out to Make a whirlwind trip down southÛ_ https://t.co/geht4sKI86\n",
      "3659           Message boards will display updated traffic fatalities (up from 582) and new message beginning today: Traffic deaths 616 - Slow for Workers.\n",
      "4630            Our big baby climbed up on this thing on wheels-(IO Hawk)!His knee injury!!!!! Where's my belt?Mr SRK cook ur beautiful ass for punishment!\n",
      "6457               Remembering Mordechai Yehuda Friedman 24 of Ramat Beit Shemesh; murdered by Hamas terrorists in the suicide bombing of Egged bus No. 361\n",
      "3253                                                   Why are you engulfed by low self-image? Take the quiz: http://t.co/CImUbwEyiB http://t.co/9R5FstS7Bd\n",
      "3017                      6 Things Getting Caught in a Dust Storm &amp; the Challenging Real Estate Market Have in Common (+ video): http://t.co/jf5Ft5cq9j\n",
      "5081                  beforeitsnews : 3 former executives to be prosecuted in Fukushima nuclear disaster Û_ http://t.co/FgVN2vCrrX) http://t.co/kftVNU7nvf\n",
      "5329                               Proud of you @JoeGoodmanJr for watching the #CopaLibertadores and the Argentinean pandemonium... https://t.co/8tyGO0KiZz\n",
      "5337                                                        Element of Freedom at Mirage Saturday! 21+ Ladies Free Before Midnight!' http://t.co/7hAnPcr5rK\n",
      "858                                                                               Doing dialyses to my grandpa and oh lord this blood makes me light headed\n",
      "7019                 Find out how your fund was used for Typhoon Haiyan in the Philippines. See @DevPeace Haiyan Relief Funds Report http://t.co/JwxrX1LsqO\n",
      "2987                                  What This Man Did To Save A Drowning Squirrel Is Absolutely Incredible\\nhttp://t.co/YzZXxkNiSm http://t.co/zzsEe5Hipm\n",
      "3005                                               There's a big storm brewing dark clouds thunder and rain carrying thick dust. This could be interesting.\n",
      "729                                                                                               It's not a cute dinner date Til cams nose starts bleeding\n",
      "2435              CNN News August 5 2015 Two trains derailed amid floods ...\\nVideo for india august flooding 2015 video youtube?... http://t.co/MMIyE1k8ZZ\n",
      "3625                                            #HSE releases annual workplace facilities data. Have a look | http://t.co/h4UshEekxm http://t.co/jNHNX3oISN\n",
      "2385                 WSJThinkTank: Ahead of tonight's #GOPDebate ColleenMNelson explains how a bad debate can derail a campaign: Û_ http://t.co/XyxTuACZvb\n",
      "7363                                                               IJ: Texas Seeks Comment on Rules for Changes to Windstorm Insurer http://t.co/h132iuL7MU\n",
      "99                                                        only had a car for not even a week and got in a fucking car accident .. Mfs can't fucking drive .\n",
      "994                                                                                                     @bomairinge @EluTranscendent straight body bagging.\n",
      "5401                                                                                                                                Okay NOW I AM PANICKING\n",
      "4352                 Bayelsa poll: Tension in Bayelsa as Patience Jonathan plans to hijack APC PDP Plans by former First Lady and... http://t.co/RtfirzCPOC\n",
      "3597               11-Year-Old Boy Charged With Manslaughter of Toddler: Report: An 11-year-old boy has been charged with manslaughter over the fatal sh...\n",
      "7379                                                                   Texas Seeks Comment on Rules for Changes to Windstorm Insurer http://t.co/BNNIdfZWbd\n",
      "3834                 This week first responders and DART members are participating in a four day intensive Technical Large Animal... http://t.co/tL93AOd3ER\n",
      "6208                                           if you're dating someone who doesn't let you smoke leave them and date someone who also smokes. trust me. ??\n",
      "2209                                                                  WA smiles after July deluge - The West Australian https://t.co/4Yi4nuovbV via @Yahoo7\n",
      "4733                                               Shark boy and lava girl for the third time today. I guess this is what having kids feelings like. ??????\n",
      "2344                                                                                       http://t.co/D3cTNI8Qit #Demolition company: der abbruchsimulator\n",
      "6858                             A1: I started writing when I couldn't talk about my trauma in therapy it was the only way I could communicate #gravitychat\n",
      "3570                                                        'Food crematoria' in Russia provoke outrage amid crisis famine memories\\nhttp://t.co/FelR5a1hBP\n",
      "6040                                                  New post from @SeismicSoftware: 3 Major Challenges of Channel Sales Enablement http://t.co/kWMRCEkVTF\n",
      "1570                       #FunnyNews #Business Watch the moment a cliff collapses as huge chunks of rock fall onto a road in China  http://t.co/LCi3pljX25\n",
      "3695                Death of Loretta Fuddy responsible for authenticating Obama birth certificate the sole fatality of nine on plane http://t.co/MzRhfOJT2j\n",
      "5313               Families to sue over Legionnaires: More than 40 families affected by the fatal outbreak o... http://t.co/3hTJ2PypSg #News #check #follow\n",
      "6525                                                                                                      @adriennetomah how did people survive like that?!\n",
      "1414                                                     Civilian Casualties in Afghanistan Reach Record High http://t.co/r8pTVFUh5X http://t.co/npCKK0tlEQ\n",
      "1373           Drought fuels bush fires in Jamaica - http://t.co/ZDtDqQbAHC http://t.co/PsQCNsVfgP - @JamaicaObserver @cnewslive RE https://t.co/6ZGef8J8Bm\n",
      "7565                                                                                                       Wrecked tired but not gonna be asleep before 3??\n",
      "7519               Wreckage 'Conclusively Confirmed' as From MH370: Malaysia PM: Investigators and the families of those who were... http://t.co/4sf0rgn8Wo\n",
      "6200                 And all you girls that smoke.... have you notice that you started to lose ALOT OF WEIGHT ??? HMMM Don't know body want no thin girl tf\n",
      "6021                                                                           Exploration takes seismic shift in #Gabon to #Somalia http://t.co/kLtIt88AS3\n",
      "6655             Isn't it ironic that on the anniversary of Hiroshima our current President is helping a terrorist nation acquire nuclear weapons. #TRAITOR\n",
      "1299           hermancranston: #atk #LetsFootball RT SkanndTyagi: #letsFootball #atk WIRED : All these fires are burning through Û_ http://t.co/DmTab6g7j7\n",
      "2699            2015 new fashion ladies gold watch waterproof WeiQin famous brand michel quartz de lujo caÛ_ http://t.co/1JgsioUJaS http://t.co/719TZEyHFn\n",
      "3301                                                          Condemnation clearly replacing the latest response aimlessly dryer evacuate detersion de: HLg\n",
      "4445                                                                                    @pmarca content is held hostage by network due to affiliation fees.\n",
      "6223                                                                                   @bre_morrow neither of them even smoke so I dk what was going on lol\n",
      "6999                                                                                                                     @carolinagutierr grande twister!!!\n",
      "1038                                                                                                                                     @baskgod body bags\n",
      "1857                                                                              Had a minute alone with my crush??...it was an overrated experience...smh\n",
      "5633                                                 How One Couple Is Using Drones to Save Refugees at the World's Deadliest Border http://t.co/9qpG0Z3Rh9\n",
      "3656           PolicyLab is at @CECANF's last public hearing in NYC today and tomorrow to address child abuse and neglect fatalities http://t.co/n2cY3Z4TPB\n",
      "6784              Rly tragedy in MP: Some live to recount horror: ÛÏWhen I saw coaches of my train plunging into water I called ... http://t.co/Calk5nv5Vc\n",
      "3327                     Powerlines down over tram on GC Highway. Passengers have just been evacuated @9NewsBrisbane @9NewsGoldCoast http://t.co/KD3Qsakbi5\n",
      "5425                                                                                      My sis can now sit on a cam w/o panicking https://t.co/GiYaaD7dcc\n",
      "4594                  Enjoying a little golf this summer? Take care to avoid injury -- back and shoulder injuries can happen quickly http://t.co/f1R5ISBVks\n",
      "1356                                                                     @_minimehh @cjoyner I must be overlooking the burning buildings? #BlackLivesMatter\n",
      "2617               Russian authorities to take account of petition against destruction of sanctioned food: Vladimir Putin's press... http://t.co/QbMcSJaVt0\n",
      "7275                                                Whirlwind that has lasted for more than an hour and still strong. A standstill in parts of middle east.\n",
      "2704            Detonation fashionable mountaineering electronic watch water-resistant couples leisure tabÛ_ http://t.co/7dYOgLhMRe http://t.co/HKm3rtD4ZF\n",
      "1935            @DavisKawalya I know @Mauryn143 will be saying her final goodbyes to grandpa as seen on news RiP Me? always open to ideas but may ve curfew\n",
      "4076                                                                               Two great 'dawgs' Dak and Jak !!!  HAIL STATE !!! http://t.co/igyu2PEIU3\n",
      "1544                                            @pjcoyle ... need to be included in emergency planning for chemical plants. See also http://t.co/OamqqBNIce\n",
      "863                                    Can't believe more people in their mid 20's don't have high blood pressure. Life is stressful. #DecisionsOnDecisions\n",
      "3987               In #India 119000 people have taken shelter in the 966 relief camps the government has set up after the #floods:   http://t.co/eU8jypIzsd\n",
      "234                  @TomcatArts thus explaining why you were all annihilated. But the few or in this case you the only survivor evolved and became godlike\n",
      "536              Paul Rudd Emile Hirsch David Gordon Green 'Prince Avalanche' Q&amp;A | Filmmakers at Google http://t.co/e4QonKzndZ  #entretenimento #Video\n",
      "6027                          SEISMIC AUDIO SA-15T SA15T Padded Black Speaker COVERS (2) - Qty of 1 = 1 Pair! http://t.co/2jbIbeib9G http://t.co/p5KtaqW5QG\n",
      "2847                                      Could Billboard's Hot 100 chart be displaced by these social-media-driven music charts?    http://t.co/WVlaH8jRXe\n",
      "4934                                                                              Asbury Park shooting reported http://t.co/dADZ5ZFO1g via @AsburyParkPress\n",
      "5651                                      Coastal German Shepherd Rescue OC shared a link... http://t.co/P85NwcMkQu #animalrescue | https://t.co/wUDlkq7ncx\n",
      "5378                                                                 Lose bus card.\\nPanic.\\nKind bus driver.\\nReplace bus card.\\nFind bus card.\\nHeaddesk.\n",
      "5691                                      We rescued my dog at least 9 years ago ?? she's old but still sweet as ever ?? @Zak_Bagans http://t.co/yhYY3o609U\n",
      "1604             Economic Collapse Investing: Specific actions and strategies to securing lasting wealth from the financial blowout. http://t.co/JZwRisXEPF\n",
      "5600                                                   More homes razed by Northern Calif. wildfire http://t.co/u52RW9Ji2r #sandiego http://t.co/GX75w3q9Ye\n",
      "6253                   Photo: mothernaturenetwork: What is thundersnow? Hearing thunder during a snowstorm is extremely uncommon.... http://t.co/eYdAPauPvG\n",
      "1825                                Could anyone tell me of this here has crashed or just taking a very long time #Windows10 PLEASE! http://t.co/3FZIDHQrK3\n",
      "325                                                    Vladimir Putin Issues Major Warning But Is It Too Late To Escape Armageddon?\\nhttp://t.co/gBxafy1m1C\n",
      "6367                                                                   @AlfaPedia It might have come out ONLY too burst as a Bomb making him suicide bomber\n",
      "5646                                                              ...//..// whao.. 12000 Nigerian refugees repatriated from Cameroon http://t.co/po19h8YCND\n",
      "103                                         'The man who can drive himself further once the effort gets painful is the man who will win.' \\nRoger Bannister\n",
      "6906                                                                             @cwheate hahaha I'm half traumatised half hoping my labour is that easy ??\n",
      "1435                    1st Quality Insurance Group is #hiring Licensed Property &amp; Casualty Insurance Agent Produc http://t.co/VMJRtuVmh4 #jobs #Denver\n",
      "2414                                                                                                           Whoa a #wmata train derailed at Smithsonian?\n",
      "6298       FERNO would appreciate if everyone in EMS could dust off their engineering degree &amp; inspect all stretcher components. http://t.co/GTEd6LDwho\n",
      "2257           EU states squabble over immigration. UK-France Eurotunnel deluged with migrants. One dead as 'thousands storm' tunnel http://t.co/vf6CKLmCSX\n",
      "4848                                                                      Mass murderer Che Guevara greeting a woman in North Korea http://t.co/GlJBNSFGLl'\n",
      "7408                                  California cops have sketch of gunman who killed one wounded two deputies via the @FoxNews app http://t.co/3Ife1zsop7\n",
      "276                                                                                                                                       Apocalypse please\n",
      "906                                                                                                 @_itsmegss_ I think it is. well it's bloody barking now\n",
      "4784                 kotolily_: Breaking news! Unconfirmed! I just heard a loud bang nearby. in what appears to be a blast of wind from my neighbour's ass.\n",
      "3032                                  2.0 #Earthquake in Sicily Italy #iPhone users download the Earthquake app for more information http://t.co/V3aZWOAmzK\n",
      "3943                                     Chinese rescue team arrives in Myanmar to help flood victims http://t.co/nOSvu0Zx4x Sittway http://t.co/5mJZJNkPfn\n",
      "3683                                                                                                                   @pxnatosil @RenuncieDilma  Fatality!\n",
      "3035                                                          Some of the aftershocks can be just as big as the initial earthquake.~ http://t.co/HKbPqdncBa\n",
      "7456                               I keep scrolling to find out what he said or did....but there seems to be no exact starting point.  Wounds run deep. : /\n",
      "2293                                                                    Postal Service agrees to sell not demolish downtown building http://t.co/7mEpKbF9E8\n",
      "6060                                                             Sinkhole Selfies: You Wont Believe What's In The Brooklyn Sinkhole! http://t.co/3gLYOyf6Oc\n",
      "3882                                                                                                        Zouma has just absolutely flattened that guy ??\n",
      "6002                                                                          In light of recent events all I would like to say is *screams for five years*\n",
      "6254                         #LakeEffect #Snowstorm Twill Denim Jackets   *** ALL MY PROCEEDS FOR ITEMS WITH THIS DESIGN WILL GOÛ_ https://t.co/TxTpx4umqH\n",
      "2463                                                                    25 killed 50 injured in Madhya Pradesh twin train derailment http://t.co/DNU5HWSxo2\n",
      "4038                                                      How is it one careless match can start a forest fire but it takes a whole box to start a campfire\n",
      "5995                                                                                                                        ~Still echoes of their screams~\n",
      "2296                    @Jolly_Jinu you said they are terrorist because of #Babri so was it ok? If you demolish my house todayhave i right to take revenge?\n",
      "2090                               I Hate To Talking Otp With My Grandma... I Mean I Love Her As To Death But She Talk So Damn Much Ssshhheeesshh!!! ??????\n",
      "6252                              I liked a @YouTube video http://t.co/z8Cp77lVza Boeing 737 takeoff in snowstorm. HD cockpit view + ATC audio - Episode 18\n",
      "5704           Photo: Hundreds of rescued migrants await disembarkment from an Irish naval vessel at Palermo Italy - @tconnellyRÛ_ https://t.co/AIM5CYHL0y\n",
      "186                                                 AMBULANCE SPRINTER AUTOMATIC FRONTLINE VEHICLE CHOICE OF 14 LEZ COMPLIANT | eBay http://t.co/q8IVrzOJZv\n",
      "5064                                                               And you're loving me like water slipping through my fingers such a natural disaster love\n",
      "4133                   The Stephen Ave flower pots got a little ripped up in the hailstorm today #yyc #abstorm #calgary #iamdowntown http://t.co/hBhx0dwkPC\n",
      "1837                                                  He was only .4 of a second faster than me and I overtook him twice (then crashed) tru luv &lt;3 &lt;3\n",
      "5199                                                                                                                         I was obliterated last night??\n",
      "7282            Set a new record.... 7 states in 4 days. I don't even know where I am when I wake up anymore. What a whirlwind! Loving every minute though.\n",
      "867                                                                                                                   @scotto519 happy birthday young blood\n",
      "4973                                                                      Byproduct of metal price meltdown is a higher silver price http://t.co/cZWjw4UV7i\n",
      "5773             @JWalkerLyle Discovered by @NickCannon \\n Listen/Buy @realmandyrain #RIOT on @iTunesMusic @iTunes https://t.co/dehMym5lpk Û_ #BlowMandyUp\n",
      "6120                                                                                 ITS JUST NOW SINKING IN THIS IS THE LAST EPISODE MY HEART HURTS SO BAD\n",
      "7479                                                                   @_PokemonCards_ @IceQueenFroslas why did they have to wreck it with ON SALE HERE ;-;\n",
      "6083                                                                                                                      There's a sinkhole in Brooklyn ?!\n",
      "900                                                                                                                                         Damn bloody hot\n",
      "1165                                                                        2 Injured 1 missing in bridge collapse in central Mexico http://t.co/kHF0iH05A9\n",
      "503                                                               @eunice_njoki aiii she needs to chill and answer calmly its not like she's being attacked\n",
      "6945   @helene_yancey GodsLove &amp; #thankU my sister Helene for RT of NEW VIDEO http://t.co/cybKsXHF7d The Coming Apocalyptic US Earthquake &amp; Tsunami\n",
      "2031                    When the Last Tree Is Cut Down the Last Fish Eaten and the Last Stream Poisoned You Will Realize That You... http://t.co/hskl0Vq2D2\n",
      "5830                                                                 #TNN: China's Stock Market Crash: Are There Gems In The Rubble? http://t.co/9LO0hZwJPZ\n",
      "39                                                                                                                                   Ablaze for you Lord :D\n",
      "2093                                                                                                     Death threats on a nigga life well then we gon see\n",
      "2450               Madhya Pradesh Train Derailment: Village Youth Saved Many Lives: A group of villagers saved over 70 passengers' lives after two train...\n",
      "6372                                                                                                                                   she's a suicide bomb\n",
      "1990                                                                                          Cleared:  Accident with property damage on #NY35 EB at NY 100\n",
      "420                                                      Bloor/Ossington arsonist also burned a mattress on Northumberland St #cbcto http://t.co/wpDvT31sne\n",
      "2253                                                  Why are you deluged with low self-image? Take the quiz: http://t.co/1PFlM532mG http://t.co/58qruGZvg0\n",
      "4629                                                     Enter the world of extreme diving ÛÓ 9 stories up and into the Volga River http://t.co/vz19VvgMnv\n",
      "4981           @UnivSFoundation For the people who died in Human Experiments by Unit 731 of Japanese military http://t.co/vVPLFQv58P http://t.co/Rwaph6dAUv\n",
      "4228                                                                                 JKL issues Hazardous Weather Outlook (HWO)  http://t.co/4e719w6m4V #WX\n",
      "6757                                                            Environment Canada confirms 2nd tornado touched down last weekend åÈ http://t.co/x8zqbwNfO1\n",
      "4148                                                                                               PEOPLE KEEP NOT TAGGING SELF HARM AND IT'S FUCKING ME UP\n",
      "7287                                       The Whirlwind! Scourge of Europe! RT @whedonesque Or you could just watch the Fanged Four http://t.co/Q0JHDcU6Ly\n",
      "4937                                                                    The best. Mind is clear content and observations for days.  https://t.co/pCCwsGCymA\n",
      "119              320 [IR] ICEMOON [AFTERSHOCK] | http://t.co/THyzOMVWU0 | @djicemoon | #Dubstep #TrapMusic #DnB #EDM #Dance #IcesÛ_ http://t.co/83jOO0xk29\n",
      "3680                                                                                                                             That usually NEVER happens\n",
      "1743                                               Beat:B2 MOTOR VEHICLE COLLISION at N 35 ST / FREMONT AV N reported on 8/5/2015 6:52 PM Call# 15000270364\n",
      "2255                                                                              Tarp is protecting outfield and cannot be moved. Infield getting deluged.\n",
      "834                                                                                                                       A blizzard would be clutch asf ??\n",
      "1945                                                     When you're 5 hours late for curfew and have to pray your dog doesn't bark when unlocking the door\n",
      "6919                                                                                                     @smoak_queen 'I'm going to be in so much trouble.'\n",
      "7004             @ElianaRaquel Like GG was BAD in the end... But at least I cared a little when GG was Dan. Cause it was a twister. I don't know Wilden IDC\n",
      "5089                                                                                @DalaiLama then have the biggest nuclear disaster to ever have happened\n",
      "5185                                                                Damnnnn $GMCR got obliterated -26% ;that should pay HUGE to whomever played accordingly\n",
      "161            + Nicole Fletcher one of a victim of crashed airplane few times ago. \\n\\nThe accident left a little bit trauma for her. Although she's \\n\\n+\n",
      "1159                                                           Japan marks 70th anniversary of Hiroshima atomic bombing #Generalnews http://t.co/M9o08GUrT4\n",
      "3414        Learn How I Gained Access To The Secrets Of The Top Earners &amp; Used Them To Explode My Home Business Here: http://t.co/UcLVIhwOEC Please #RT\n",
      "7566                                                       http://t.co/qVx0VQTPz0 Cramer: Iger's 3 words that wrecked Disney's stock http://t.co/vuWBSrSnrY\n",
      "2354                           @samajp32 really needs to tone it down some in the weight room. RT @SoonerSportsTV: Demolition (cont) http://t.co/2o7Eva1cOe\n",
      "6565                                                                                                            Dying with debt can be costly for survivors\n",
      "2706                           Ignition Knock (Detonation) Sensor-Senso Standard fits 02-06 Acura RSX 2.0L-L4 http://t.co/VZaIQAMDCp http://t.co/ycecN44c8P\n",
      "1326                                                         @minsuwoongs i completely understand because i just woke up like 15 minutes ago and im Burning\n",
      "2885                   'It's an eerie way of revealing both our history and our possible fate.' #CADrought #LakeIsabella by @jpanzar http://t.co/pvExbIiqSK\n",
      "4267                                                                It's kinda cool tonight. Is the heat wave finally over?? ???? 7amdollela 3la kulli 7aal\n",
      "5974             @danisnotonfire if you follow me I will go into town and advertise your youtube channel by screaming and walking around with a sign. Pls??\n",
      "1416              Another day has passed and THANKFULLY Central Command has CONFIRMED NO new casualties. Please pray for those in... http://t.co/mFSw0tYstA\n",
      "1321                                                                           @Michael5SOS haha so would you say its so hot your balls are burning off????\n",
      "3724                                                      '...As of right now I'm reopening the X-Files. That's what they fear the most.' #TheXFiles201Days\n",
      "2858                                                                          w--=-=-=-[ NEMA warns Nigerians to prepare for drought http://t.co/5uoOPhSqU3\n",
      "307                                                                                                                     ouvindo Peace Love &amp; Armageddon\n",
      "159                Experts in France begin examining airplane debris found on Reunion Island: French air accident experts on Wedn... http://t.co/v4SMAESLK5\n",
      "2827                                                       At least 180 dead a million displaced in India floods - India | ReliefWeb http://t.co/0abgFgLH7X\n",
      "5229                                                                           Why did God order obliteration of ancient Canaanites? http://t.co/Sf2vwQvJYa\n",
      "7218                                     Agreed there - especially on automatic weapons. There's no legitimate reason for needing one @Argus_99 @HeidiA1438\n",
      "5735                                                       Woman's GPS app guides rescuers to injured biker in Marin County - SFGate http://t.co/Iz9U8BhfAA\n",
      "4778                 kabwandi_: Breaking news! Unconfirmed! I just heard a loud bang nearby. in what appears to be a blast of wind from my neighbour's ass.\n",
      "1117                         Ladies here's how to recover from a #date you totally BOMBED... according to men http://t.co/c5GGSZUGw1 http://t.co/2PiMg9BIcE\n",
      "1132                                                    It's been 70 years (and one hour) since the bombing of Hiroshima. Let's take this time to remember.\n",
      "3663                                                                                                                                 @Truly_Stings Yo Dm me\n",
      "1548               Downtown Emergency Service Center is hiring a #Chemical #Dependency Counselor or Intern apply now! #Seattle #jobs http://t.co/SKQPWSNOin\n",
      "691                                                                         SHOUOUT TO @kasad1lla CAUSE HER VOCALS ARE BLAZING HOT LIKE THE WEATHER SHES IN\n",
      "74                                                               I-77 Mile Marker 31 South Mooresville  Iredell Vehicle Accident Ramp Closed at 8/6 1:18 PM\n",
      "254              @TheEllenShow Please check into Salt River horses help stop the annihilation about to happen without 54000 more signatures.change .org Thx\n",
      "5915                                                                                      someone's gonna get screamed at for getting the lyrics wrong lmao\n",
      "6966             @author_mike Amen today is the Day of Salvation. THX brother Mike for your great encouragement. - http://t.co/cybKsXHF7d Coming US Tsunami\n",
      "6410                                                           Suicide bomber detonates in Saudi Arabia mosque 17 reportedly killed  http://t.co/xycKgxZv9s\n",
      "6994                                        Bulgarian Tittie Twister By NoEmotion Produced By EDK PathFinders (HD) M...: http://t.co/9ODqryJncF via YouTube\n",
      "2353            @MentalHealthGov like AHHhhh fix the ALEC made state med tort and work comp laws leading to the injustice in our MH https://t.co/qEjEDwsFDG\n",
      "6352             Slums are a manifestation state failure to provide housing to citizens. Illegality discourse confounds structural problems. #stopevictions\n",
      "605                                                                    FedEx no longer shipping bioterror germs - WXIA-TV | @scoopit http://t.co/ZQqJrQsbJm\n",
      "5191                                                  This the same dude that obliterated meek mill. Dont judge a book by its cover. http://t.co/BabMf0W2YW\n",
      "6323                                                                       @DareToTaha nah but thinking of getting a stretcher in my foreskin what u think?\n",
      "4069                          When ur friend and u are talking about forest fires in a forest and he tells u to drop ur mix tape out there... #straightfire\n",
      "1242                                                                                         #TweetLikeItsSeptember11th2001 Those two buildings are on fire\n",
      "6885                                                                                                                         Think I'm traumatised for life\n",
      "6011                                 When you go to a concert and someone screams in your ear... Does it look like I wanna loose my hearing anytime soon???\n",
      "5326                                           @BlizzHeroes Would love to see a Diablo map themed after places like Westmarch or Mt. Arreat or Pandemonium.\n",
      "4933                                   Tonight It's Going To Be Mayhem @ #4PlayThursdays. Everybody Free w/ Text. 1716 I ST NW (18+) http://t.co/cQ7jJ6Yjfz\n",
      "755                                        I think I just blew up @HopeInHearts notifications. Go check her out she's so encouraging to me ???? love her ??\n",
      "718                    @JaydenNotJared I can't help it. Hope you're ok. Text me if you need to talk. Sending hugs your way. PS no bleeding to death allowed\n",
      "1991                                                                                               It's crazy how a phone can do so much damage to a person\n",
      "7166                                                          Mama I'm still thuggin the world is a war zone my homies is inmate and most of em dead wrong.\n",
      "5317               Families to sue over Legionnaires: More than 40 families affected by the fatal outbreak of Legionnaires' disea... http://t.co/Paje5mxN1z\n",
      "5906                                                    Come out to Sandstorm tryouts Aug 15th at Lower Woodland!\\nMS Tryout: 3-4:30pm\\nHS Tryout: 4:30-6pm\n",
      "1167                                  What the fuck is going on at Trent Bridge?!  Reminds me of England's collapse out in the Caribbean back in the 90s...\n",
      "2965                                                                                                  'Drowning' - Acrylic 08.05.15 https://t.co/X17fUBQBGG\n",
      "4265                       @wfaaweather Pete when will the heat wave pass? Is it really going to be mid month? Frisco Boy Scouts have a canoe trip in Okla.\n",
      "7602                                                                                      a siren just went off and it wasn't the Forney tornado warning ??\n",
      "7273                                                   @byuwnbeki The sad eyes and tacit stories in your heart that night in which the whirlwind was raging\n",
      "5255               Watch our video of Wendell Berry speaking about the BP oil spill in the Gulf of Mexico.\\n\\nItÛªs the birthday... http://t.co/tN1aX1xMBB\n",
      "4657                                                                                                               @teahivetweets You would get inundated!!\n",
      "3079                                                                             @danisnotonfire don't let Phil help out he'll probably electrocute himself\n",
      "3291                                      California &amp;#039;monster&amp;#039; fire is 20% contained as 13000 are told to evacuate http://t.co/aPTAP6Yx1r\n",
      "4665                                                                                        @Bilsko and suddenly I'm inundated with research. @humofthecity\n",
      "1732                 OMG OMG OMG #JustinBieber and #HarryStyles have collided in a nuclear accident at #Cern ^oo^\\n\\n#HarryBeCareful http://t.co/p4huQUNDQi\n",
      "6618                    Truth...\\nhttps://t.co/2Y4RGob7pj\\n#News\\n#BBC\\n#CNN\\n#Islam\\n#Truth\\n#god\\n#ISIS\\n#terrorism\\n#Quran\\n#Lies http://t.co/mVes6VsSyN\n",
      "2356                                                   Kaduna Begins Demolition Of Buildings On Govt School Lands\\nhttp://t.co/77cIWXABVAÛ_t-school-lands/\n",
      "1768              7:13pm #MAPLERIDGE Lougheed Hwy EB is closed between 203rd and Dewdney Trunk Rd because of Collision. ETO is between 8:00 PM and 9:00 PM.\n",
      "4292                                     The Prophet (peace be upon him) said 'Save yourself from Hellfire even if it is by giving half a date in charity.'\n",
      "4049                                        As California fires rage the Forest Service sounds the alarm about rising wildfire costs http://t.co/Tft1bb4xaZ\n",
      "3085                                          i need u to delete this before i start crying into my computer and electrocute myself https://t.co/9ZMWT9XYdz\n",
      "5913                                                                         @InfiniteGrace7 I just screamed to the world how much I love My Little Pony ??\n",
      "7384           A fierce windstorm can't take place without da calm/stillness of the eye/center so w/ that said ur internal aspects weigh more than external\n",
      "5910                                                             Now playing: Darude - Sandstorm - radio edit http://t.co/DUdAIrBBPo http://t.co/padosfyXnM\n",
      "3080                                                                                                 @Mmchale13 *tries to electrocute self with phone cord*\n",
      "2919                                        @_dmerida my tears drowned out the terrible taste also nataly gave me her steak and cheese thing to cheer me up\n",
      "5263               National Briefing | West: California: Spring Oil Spill Estimate Grows: Documents released on Wednesday d... http://t.co/hTxAi05y7B (NYT)\n",
      "3738                                 Morganite Gemstone White Fire Opal 925 Sterling Silver Ring Size 6 R1354 http://t.co/hHpVSAtQXN http://t.co/D12r8XpShy\n",
      "1160                                              A Marshall Plan for the United States by Dambisa Moyo via @ProSyn #oped http://t.co/GnPStnvi5G via @po_st\n",
      "3135                                                                           Emergency Dispatchers in Boone County in the hot seat http://t.co/5fHkxtrhYU\n",
      "4353                             @jasoncundy05 Chelsea need to hijack Man Utd deal for Pedro..20 mill bargain Adam driving home in Oregon USA cmon blues!!!\n",
      "1162                                            Australia's Ashes disaster - how the collapse unfolded at Trent Bridge... http://t.co/Dq3ddGvgBF\\n #cricket\n",
      "2985                My mom is watching a show about bridges breaking/falling and the people on them drowning in their cars aka one of my biggest fears ????\n",
      "6215                                                          I smoke toooooo much lmao I was scared to text this number bck but now it all makes sense lol\n",
      "1458             #NowPlaying: Dubstep Hardstyle Trap Messy Mix (event recording) by Alien Casualty on @Mixify http://t.co/m203UL6o7p http://t.co/m203UL6o7p\n",
      "6334                                                            @SirTitan45  Mega mood swing on a 24 hr schedule. Isn't that how structural failure occurs?\n",
      "7509               Wreckage 'Conclusively Confirmed' as From MH370: Malaysia PM: Investigators and the families of those who were... http://t.co/cs8mYAunA4\n",
      "7597                             #??? #?? #??? #??? MH370: Aircraft debris found on La Reunion is from missing Malaysia Airlines ... http://t.co/5B7qT2YxdA\n",
      "2136                  500 deaths a year from foodborne illness... @frackfreelancs dears... @DECCgovuk @frackfree_eu @tarleton_sophie http://t.co/JSccX8k0jA\n",
      "5514                Officials say a quarantine is in place at a Birmingham home over a possible Ebola case.\\n\\nEdward Khan of the... http://t.co/qnIJ2p8Zv6\n",
      "7228                   WOOOOOOO RT @GameRant: Call of Duty: Black Ops 3 eSports Mode Lets Players Ban Weapons http://t.co/76EHHmQQ6R http://t.co/umtffA9JjB\n",
      "7016                    @jrlallo My narrator will have to say 'chemically interesting lavatory' for DB5. Not quite the tongue twister but certainly odd. :P\n",
      "2037                                                                                    Don't like those head first slides. Especially into home !! #danger\n",
      "6556                    Cute &amp; all livin' the life then you zoom in on one's face and you have a meme ready: 'I've seen the Gates of Hell and survived'\n",
      "4072                                                                                                               #np Avenged Sevenfold - Hail To The King\n",
      "6244                                                                 @CacheAdvance besides your nasty thunderstorm or snowstorm nah. Can't say that I have.\n",
      "5161                                                                       GOP debate tonight but no Jon Stewart next week to obliterate them ?? #JonVoyage\n",
      "2434                                                                     @ItsQueenBaby I'm at work it's a bunch of ppl and buses because the train derailed\n",
      "4380                                                               Governor allows parole for California school bus hijacker http://t.co/FZ8YtWQkwV #fresno\n",
      "1714                   Major accident causes life-threatening injuries closes highway: An 18-wheeler and an SUV collided and thenÛ_ http://t.co/ajTXUafOEM\n",
      "368              Stony Jackson is America's last hope as he leads an army of felons thus and army rejects against the army o Satan - http://t.co/0wbEcdMHQo\n",
      "5118                                                      Global Nuclear Reactor Construction Market grew 4.5% between 2013 and 2014 http://t.co/74JppeK6o7\n",
      "5723               VIDEO: 'We're picking up bodies from water': Rescuers are searching for hundreds of migrants in the Mediterranean after a boat carryi...\n",
      "324            @RohnertParkDPS You're another one for the history books! (Thank the Justice Department!) And by the way I haven't paid income tax in 20yrs.\n",
      "4672          Punjab government flood relief platform: http://t.co/vULrClw7Bd realtime information on inundation damages rescue efforts &amp; travel alerts\n",
      "4211                       Fair enough we have two of the best attacking wingers in the Prem in Hazard and Willian who will basically start every game 100%\n",
      "1790                                                                                                          am boy @Crash_______  https://t.co/f5Ylp7pfN7\n",
      "3248                            He came to a land which was engulfed in tribal war and turned it into a land of peace i.e. Madinah. #ProphetMuhammad #islam\n",
      "6193                                                                            Kyle is one of the last people I would expect to like Sleeping with Sirens.\n",
      "4441               Wtf? Her biological father is holding her hostage and her adoptive parents haven't even looked for her. Criminal minds got me fucked up.\n",
      "3875                                          He better than Sean bro. I can admit that Sean is flames now. But he better than Sean https://t.co/aomQ1RYKmJ\n",
      "5664                                                                                             Mary coming to Troy rescue. ?????? https://t.co/rosVXQeLQj\n",
      "3583                                                                        Investigators shift focus to cause of fatal Waimate fire http://t.co/c9dVDsSoFn\n",
      "3027                #Earthquake #Sismo M 1.4 - 4km E of Interlaken California: Time2015-08-06 00:52:25 UTC2015-08-05 17:52:25 -07... http://t.co/wA5C77F8vQ\n",
      "4543                               If I could I would have been by at work but got injured and we have security concerns they must settle. This is torture.\n",
      "2520                                                                               Fear and panic in the air I want to be free from desolation and despair!\n",
      "7595                                            NWS: Flash Flood Warning Continued for Shelby County until 08:00 PM Wednesday. http://t.co/nZ7ACKRrJi #tnwx\n",
      "4171                           @malistkiss Sunnis continue to believe they are more righteous and they continually harm Shias. Defeats the ideals of Islam.\n",
      "6150               @EnvySeven My beautiful Aquarius queenmy Siren of the cliffs and pretenses of overtures.Please sing this phantom songfor you alone shall\n",
      "901                                                                                                                   @MrTophyPup it's bloody sexy *drools*\n",
      "4599                                                                  Jack Wilshere has poor injury recordand his off field behaviors doesn't help.#Arsenal\n",
      "2103                                                       her loyalty mission involves her kicking a shitty nobleman to death???? I love this elven weirdo\n",
      "2403                  #Adani &amp; #Modi plan for mining derailed! Australia court blocks huge India-backed coal mine http://t.co/SjE59U2nNm via @YahooNews\n",
      "231                                                                          Domain other sophistication be annihilated closely up-to-the-minute feat: ZrNf\n",
      "3369              Our mission to see the end of this movie last night @markoturner @annaciclismo after getting fire alarm evacuation http://t.co/5kFOVovjso\n",
      "2345              General News Û¢åÊ'Demolition of houses on waterways begins at Achimota Mile 7 ' via @233liveOnline. Full story at http://t.co/iO7kUUg1uq\n",
      "6856                                                                                                                             Butt Trauma Extraordinaire\n",
      "4685                Inbounds/ Out of Bounds:\\n\\nWhile many picked the Nats to win the NL East in a landslide they currently sit 2... http://t.co/l0dEoCxU6o\n",
      "2883                                                                               'California's Burning:' Gov. on Drought Wildfires http://t.co/mkqSVp8E0G\n",
      "288          RT: ZONEWolf123: I liked a YouTube video http://t.co/u66kYg11ZD Minecraft: NIGHT LUCKY BLOCK MOD (BOB APOCALYPSE WITHER 2.0 &amp; MORE!) MoÛ_\n",
      "6844                  Photo: lavenderpoetrycafe: Trauma memories are encoded in images as trauma is a more sensory than cognitive... http://t.co/DMb6xP966D\n",
      "1921                                                                                                            @BOBBYXFISHER I should've gave him a curfew\n",
      "1537             New #job opening at Downtown Emergency Service Center in #Seattle - #Chemical #Dependency Counselor or Intern #jobs http://t.co/BNRdKgXavr\n",
      "5036                                                                                          British bake off was great pretty hilarious moments #mudslide\n",
      "6130                                                                                                        Big Love @IbeyiOfficial https://t.co/OlnK1TI1NM\n",
      "4086                  Hail Mary Full of Grace The Lord is with thee. Blessed art thou among women and blessed is the fruit of thy... http://t.co/IDQcfJycYM\n",
      "3504                      The insides of the explosion box..\\nGet it customized the way you want!\\n\\n#dcubecrafts #greetingcardsÛ_ https://t.co/T07qxP5cBE\n",
      "2445                                                           #TeamFollowBack Madhya Pradesh Train Derailment: Village Youth Saved Many Lives  #FollowBack\n",
      "7237              @eyecuts @Erasuterism I love 96 Gal Deco to death even if it's a bit trickier to be great with. Glad more weapons are getting Splash Wall\n",
      "3585                                         Police: man in his early 30s dies after shooting on Vermont St.: http://t.co/HteZ4z48Od http://t.co/Eq4rXC9bb3\n",
      "3405                                                                                        KS except every character is Shizune.\\nThe world would explode.\n",
      "3262              @suelinflower there is no words to describe the physical painthey ripped you apart while you screamed for dear lifeits like been engulfed\n",
      "763                                                                                                                     I blew up snapchat for no reason ??\n",
      "7314                                                                      DEEP crew to help with California wild fires http://t.co/QKz2Sp06xn via @thedayct\n",
      "4376                                                Governor weighs parole for California school bus hijacker http://t.co/7NPBfRzEJL http://t.co/Y0kByy8nce\n",
      "2779          Water now tops the charts for highest global risk in terms of devastationÛ_ ahead of nuclear war or a global pandemic http://t.co/nbcvbSO9nm\n",
      "4686                                                                                                 @toddstarnes Enjoy the impending landslide Todd. Hehe.\n",
      "1225                                  saving babies from burning buildings soaking cake in a shit tonne of alcohol mat is a man after my own heart ?? #GBBO\n",
      "3081                   I'm not the mom friend but I still see my friends as my little babies that I have to care for or else they'll electrocute themselves\n",
      "200                                                       HAPPENING NOW - HATZOLAH EMS AMBULANCE RESPONDING WITH DUAL SIRENS ANDÛ_ https://t.co/SeK6MQ6NJF\n",
      "1499              Following a catastrophic injury acute medical care takes precedent.  PTSD often follows in it's wake undetected... http://t.co/BZkqpl6R0a\n",
      "5445                Episcopal priests on road trip with interracial family shares harrowing story of police harassment http://t.co/RG4JIsHyBs via @dailykos\n",
      "169                                                                                          The shooting or the airplane accident  https://t.co/iECc1JDOub\n",
      "2800                                                                                                             Û¢i'm the architect of my own disasterÛ¢\n",
      "2328                                  @JackMulholland1 I think also became THE MARQUIS! Then Carlos &amp; Charlie's and finally Dublin's. Sadly demolished.\n",
      "219                                                                                                                                You must be annihilated!\n",
      "4668                                       MEGALPOLIS Area Petting Party Shiver \\nFear Instant .... GLOBAL Inundation OVERFLOW\\nWAS Commencement WRITE ?? ?\n",
      "1073                                                                     @smallforestelf Umm because a gun stopped the gunman with who was carrying a bomb!\n",
      "6540                   @TheSmallClark 'He'll kill me instead if he survived the shot. I don't exactly know. I fled the scene and pulled the trigger with---\n",
      "2134         #CDCwhistleblower 2 deaths from measles complications in 10 yrs everyone looses their shit. 8 dead from Legionnaires in a month &amp; crickets\n",
      "6849                            games that I really hope to see in AGDQ: Trauma Center Second Opinion Kororinpa Marble Mania TLoZ Oracle of Ages Metroid II\n",
      "4621                                                                                          New level of tita-dom: bowling injury. http://t.co/tdeQwm8ZXn\n",
      "5970                                                                                                        @KamKasteIIano @BluntedJayt FUCKING SCREAMING !\n",
      "2819                   300000 Dead 1200000 injured 11000000 Displaced this is #Syria 2015 visit  http://t.co/prCI76hOwu  #US #Canada http://t.co/rTCuFaG0au\n",
      "3176                                                 Good tips! Does your family have an emergency plan?  ... http://t.co/r5BgVLqPJt http://t.co/MEHWKZwtXD\n",
      "634                                                                                                                              To fight bioterrorism sir.\n",
      "5794                                                                                                                           Still rioting in to Gmail...\n",
      "4078                            RNK issues Severe Thunderstorm Warning [wind: 60 MPH hail: 1.00 IN] for Rockingham Stokes [NC] till Aug 5 10:00 PM EDT  Û_\n",
      "4344                                     [Latest Post] Bayelsa poll: Tension in Bayelsa as Patience Jonathan plans to hijack APC PDP http://t.co/B2yvLMPepR\n",
      "7578                                                                                                       @jt_ruff23 @cameronhacker and I wrecked you both\n",
      "5537                                                                     WIPP emergency activated because of slightly elevated levels of radiation. #sejorg\n",
      "2298            Just had my first counter on a league game against another Orianna I happened to demolish her xD. I totally appreciate people that play her\n",
      "695                       @dmac1043 Colorado is a Spanish word ([Latin origin] meaning 'reddish' or 'colored')  all you dummies are pronouncing it wrong!!!\n",
      "2338                                           Remaining Sections Of Greystone Psychiatric Hospital Under Demolition \\nPic. 85885473 http://t.co/LzlJZZkCfa\n",
      "3192                           When your body's like 'go to fuck to sleep Sami' and your mind's like 'make an emergency plan for every natural disaster GO'\n",
      "5605                                                         The Latest: More Homes Razed by Northern California Wildfire - ABC News http://t.co/6AcSWzo7cw\n",
      "2698                                                  Ignition Knock (Detonation) Sensor-Senso Standard KS100 http://t.co/7o4lNfBe7K http://t.co/fVZSGJtBew\n",
      "955                                      @questergirl ditto but its all we had. and the way i feel if i drank vodka over ice they would have to body bag me\n",
      "4073                                                              All Hail Shadow (Hybrid Mix Feat. Mike Szuter): http://t.co/9e2f7bIvlE @youtube ##youtube\n",
      "4107                                     @Haley_Whaley Hailstorm Hey There is a Secret Trick to get 375.000 Gems Clash ofClans check them now on my Profile\n",
      "1332                                                          I'm mentally preparing myself for a bomb ass school year if it's not I'm burning buildings ??\n",
      "6195                                                                                          What's wrong with just a lil smoke and good conversation ????\n",
      "6892                                                                                                                           @wrongdejavu I'm traumatised\n",
      "5611                                                         The Latest: More Homes Razed by Northern California Wildfire - ABC News http://t.co/aueZxZA5ak\n",
      "4216                                                                                      DLH issues Hazardous Weather Outlook (HWO) http://t.co/WOzuBXRi2p\n",
      "7096             Thunder pounds north goes black\\na deep bruise on the sky's chest\\nwind cries its pain.  \\nA summer storm has a tough life\\nshort violent.\n",
      "7508                                              MH370 victim's family furious the media was told about wreckage confirmation first http://t.co/carMqiVkwU\n",
      "3679                                                Afghan Soldier Kills US General America's Highest-Ranking Fatality Since Vietnam http://t.co/SiHQPlUIDW\n",
      "4402    Û÷Good SamaritansÛª shot in horror hijacking  JOHANNESBURG. &amp;mdash; Four men were shot dead in Bronville Free StateÛ_ http://t.co/6jjvCDN4TI\n",
      "2901                                                             when your moms being annoying so you turn your beats pill all the way up to drown her out.\n",
      "7483                            Anyone know if Fox ÛÏNewsÛ will be live-streaming tonightÛªs Republican debate online? I want to watch the train wreck.\n",
      "473                                        Strongly condemn attack on ARY news team in Karachi. A cowardly act against those simply trying to do their job!\n",
      "3432                                                                                                           I'm ready to explode! http://t.co/OwJe3i6yGN\n",
      "1264                                          Fire burning on Pendleton has burned 300 acres: Smoke reported drifting over Temecula. http://t.co/ZR5RgbGh03\n",
      "2947                                              80 tons of cocaine worth 125 million dollars drowned in #Alameda .....now that's a American drought #coke\n",
      "3298                                   FWD: I literally jumped out of bed put on beach clothes and ran out my door like I had to evacuate for an apocalypse\n",
      "354           Salvation Army hosts rally to reconnect fathers with children: The Salvation Army is hosting a back to school rallyÛ_ http://t.co/rDjpor3AZg\n",
      "6018               Man is reading a list of famous musicians who oppose nuclear power...wow powerful evidence. They must know a lot about seismic risks....\n",
      "7564                                  @__ohhmyjoshh @stevenrulles he not gonna be thinking that when he gets his shit wrecked on the first day of school ??\n",
      "2202                                                         @joshsternberg My feed seems to have a deluge once or twice during the week. ItÛªs fantastic.\n",
      "6829                                                        Literally trapped in my room Cuz my bathroom being remodeled. The only exit is through a window\n",
      "45                                                         I gained 3 followers in the last week. You? Know your stats and grow with http://t.co/TIyUliF5c6\n",
      "5269                                                                  Refugio oil spill may have been costlier bigger than projected http://t.co/xcoLwUGFjg\n",
      "1759                                                                                       Anti Collision Rear- #innovation #gadgets http://t.co/SXQTydUvUL\n",
      "2639                                                                                                    Self destruction mode! ???? https://t.co/ZtYZhbvzqP\n",
      "7248            Slightly doesn't help that he has Suh and Wake in practice. But think he will get there. A lot of weapons! #FinsUp \\nhttp://t.co/i1EeUxxZ3A\n",
      "6134         I'm more into the healing/reviving side of the game rather than better attacking so for now Siren &gt; all other characters (except new girl).\n",
      "7412          Have you ever seen the President \\nwho killed your wounded child?\\nOr the man that crashed your sister's plane \\nclaimin' he was sent of God?\n",
      "4576                                   West Nyack Pineview Road railroad crossing off Western Highway. Units on scene of a CSX Train vs. truck no injuries.\n",
      "3435                                                                Chick masturbates a guy until she gets exploded on her face &gt; http://t.co/5QhoeHE9hf\n",
      "7584                        These boxes are ready to explode! Exploding Kittens finally arrived! gameofkittens #explodingkittensÛ_ https://t.co/TFGrAyuDC5\n",
      "1206                                                                                  ? High Skies - Burning Buildings ? http://t.co/uVq41i3Kx2 #nowplaying\n",
      "5069                                *books a flight to Burma when country is enduring political unrest and a natural disaster* no wonder it was so cheap ay\n",
      "5003                                                             Lot of 20 Tom Clancy Military Mystery Novels - Paperback http://t.co/ObiX79NcxN #tomclancy\n",
      "3804                                                                                                     Evening Sun article on NNO: http://t.co/7cMf3noYNc\n",
      "1271               Always look for the silver lining!  \\n\\nMy barn having burned to the ground\\nI can now see the moon.\\n~ Mizuta... http://t.co/Gl4McaX0ny\n",
      "5863                                          Why do u ruin everything?  @9tarbox u ruined the sour cream and u put a brick of cheese in the freezer..dummy\n",
      "6375             See the 16yr old PKK suicide bomber who detonated bomb in Turkey Army trenchÛ_ http://t.co/ZdiEodWbog via @MsOreo_ http://t.co/V6nyLVdPeD\n",
      "6147                                                      I added a video to a @YouTube playlist http://t.co/612BsbVw8K siren 1 gameplay/walkthrough part 1\n",
      "4950               One of these candidates is going to have a Frank Grimes level meltdown with how voters love Trump no matter what. http://t.co/pBEgOf4740\n",
      "4941                                                                I liked a @YouTube video from @itsjustinstuart http://t.co/Mnkaji2Q1N GUN RANGE MAYHEM!\n",
      "3483                                                      Big Data and Social Information explosion: The Union That Could Evolve Your Retail Strategy...HUa\n",
      "5506                                                                    Here we go again. EBOLA! Run for your lives! aaarrrgghhh!\\n\\nhttp://t.co/G2UIMBeKgE\n",
      "3511                                  Eyewitness accounts of survivors of Hiroshima gleaned from a\\nnumber of oral history projects https://t.co/yRQGNbLKaC\n",
      "2730                                                                                 DEVASTATED ISNT THE WORD ROSS OUT OF ALL PEOPLE #Emmerdale #SummerFate\n",
      "6582                                                                  Hiroshima survivors fight nuclear industry in Brazil ÛÒ video http://t.co/uvM975yha2\n",
      "7073                                                                                     Ancient Mayan Tablet Found in Jungle Temple http://t.co/qp6q8RS8ON\n",
      "784                                                                                                                                            Poor Jack ??\n",
      "115              320 [IR] ICEMOON [AFTERSHOCK] | http://t.co/vAM5POdGyw | @djicemoon | #Dubstep #TrapMusic #DnB #EDM #Dance #IcesÛ_ http://t.co/zEVakJaPcz\n",
      "6790                 @TOIIndiaNews ofcourse \\n\\nJust 8 minute b4 tragedy another train had crossed this place \\n\\nN a flash flood caued washing of tracks..\n",
      "3474                                                  I liked a @YouTube video http://t.co/bGAJ2oAX1p Huge Building Explosion at 2500fps - The Slow Mo Guys\n",
      "1586           News Update Huge cliff landslide on road in China - Watch the moment a cliff collapses as huge chunks of rock fall... http://t.co/gaBd0cjmAG\n",
      "6240                                   Sassy city girl country hunk stranded in Smoky Mountain snowstorm #AoMS http://t.co/ZDJ2hyF6RO #ibooklove #bookboost\n",
      "5431              #World #News Qld police wrap Billy Gordon investigation: QUEENSLAND Police have wrapped up their investigation...  http://t.co/msgnNDxOeK\n",
      "1041                               Womens Tote Faux Leather Handbags Shoulder Cross Body Top Handle Bags Rose http://t.co/GYzPisBI1u http://t.co/mSDnTkWYaf\n",
      "2785                å¬'Only the sea knows how many are dead' @MSF_Sea after last disaster in #Mediterranean turned into a massgrave  http://t.co/m0utLDif77\n",
      "1998                                                                                'Mages of Fairy Tail.. Specialize in property damage!' - Natsu Dragneel\n",
      "1933                      @ScotRail i be seen them turn a blind eye to a bloke drinking and smoking on during the curfew time cos'its not worth the hassle'\n",
      "7399                                                                      Police Officer Wounded Suspect Dead After Exchanging Shots http://t.co/XxFk4KHbIw\n",
      "3249                                                 Do you feel engulfed with low self-image? Take the quiz: http://t.co/ykVsttvDWo http://t.co/IFQQpUr99X\n",
      "2903      @CortneyMo_ put this in Detroit niggas gone be acting out?? tryna fuck n drown mfs????????loose they buffs in the water?? https://t.co/OAQtjawGxg\n",
      "946                                                                                                                     @orbette more like BLOWN UP amirite\n",
      "5631                                                           Captain Abbott must go down with LNP boat #refugees #christianvalues https://t.co/Kp5dpOaF58\n",
      "7173                                            @RobertONeill31 Getting hit by a foul ball while sitting there is hardly a freak accident. It's a war zone.\n",
      "2712                          Ignition Knock (Detonation) Sensor-Senso Standard fits 97-98 Ford F-250 4.6L-V8 http://t.co/cudkRyUUAN http://t.co/DKOZymvY5l\n",
      "2285            RT AbbsWinston: #Zionist #Terrorist demolish 18 #Palestinian structures in Jordan Valley http://t.co/rg3BndKXjX\\nÛ_ http://t.co/Bq90pfzMrP\n",
      "7427                Officer wounded suspect killed in exchange of gunfire: Richmond police say an officer has been wounded and a ... http://t.co/HwOrB1N6vN\n",
      "4958             @crowdtappers @joinvroom OMG I remember the meltdown the day I did her hair like ELSA and not ANNA.... OHHHH THE HORROR!!! LOL #tangletalk\n",
      "4258                                                                                                                      @hollywarnexx mini heat wave apaz\n",
      "2696                                                                        Detonation into the realistic assets entering india: koZ http://t.co/9ZRQMd8nGZ\n",
      "4777                                           'When you walk away\\nNothing more to say\\nSee the lightning in your eyes\\nSee Û÷em running for their lives'\n",
      "1599                                                   @GeoffRickly I don't see the option to buy the full collapse vinyl with tee bundle just the waiting?\n",
      "407                                                                       Owner of Chicago-Area Gay Bar Admits to Arson Scheme http://t.co/ZPxE3fMYNG #LGBT\n",
      "7160                                                    GEARS OF WAR 1!(preview member) Come chat! XB1! Welcome to the DANGER zone!: http://t.co/6SdgZ5DXNt\n",
      "2550             If Shantae doesn't get in Smash I will destroy my Wii U.\\n#ShantaeForSmash #Shantae #ShantaeHalfGenieHero #Nintendo http://t.co/ZztbVjYPN1\n",
      "1217                               Bradford. Back to doing what we do best. Burning down our own buildings. Read it and weep Leeds. https://t.co/OLnfzb86zb\n",
      "5952                                                                                                                               @BizzleMahomie SCREAMING\n",
      "2045                                   @RemainOnTop #FETTILOOTCH IS #SLANGLUCCI OPPRESSIONS GREATEST DANGER COMING SOON THE ALBUM \\nhttps://t.co/moLL5vd8yD\n",
      "305                                                          #PBBan (Temporary:300) Russaky89 @'aRmageddon | DO NOT KILL | FLAGS ONLY | Fast XP' for Reason\n",
      "6650                                                          Three Israeli soldiers wounded in West Bank terrorist attack - Haaretz http://t.co/u4gSBNU8wc\n",
      "2998                                                 Kids Disappear in Dust Storm in Atmospheric Aussie Thriller http://t.co/TPOaprJudp RT @Newz_Sacramento\n",
      "308                                                                                       Best movie you've ever seen? - Armageddon  http://t.co/qoUXIgdtbZ\n",
      "1620                                                                                  Why did I come to work today.. Literally wanna collapse of exhaustion\n",
      "5293               Families to sue over Legionnaires: More than 40 families affected by the fatal outbreak of Legionnaires' disea... http://t.co/3sNyOOhseq\n",
      "3639                                                                             Mortal Kombat X: All Fatalities On Meat Predator.\\nhttps://t.co/IggFNBIxt5\n",
      "3458                     @MeryCormier haha! Exactly! Cosima is definitely in the hot seat. Lol\\n'It's Shay.' is no different from a bomb that got exploded.\n",
      "4893              Petition/No Medals for 1890 Massacre Justice for Wounded Knee Killings of Native Americans! http://t.co/UilPg8i1ev http://t.co/m9pXTo2kwW\n",
      "2362             7 Christians detained in Zhejiang amid widespread anger over cross removal- over 1200 crosses removed since last yr http://t.co/8PICbkDJM0\n",
      "573                                                News: FedEx no longer to transport bioterror germs in wake of anthrax lab mishaps http://t.co/xteZGjfs8A\n",
      "2563            @SarniamakChris @Hromadske @kasiadear33  how silly that one of only two countries that can destroy the world has a say about world security\n",
      "2753                70 Years After Atomic Bombs Japan Still Struggles With War Past: The anniversary of the devastation wrought b... http://t.co/iTBJ6DKRZI\n",
      "2711                                            70 years after : Hiroshima and Nagasaki - consequences of a nuclear detonation @ICRC http://t.co/BKh7Z6CWWl\n",
      "2745                                                                                    @WesleyLowery ?????? how are you going to survive this devastation?\n",
      "6811                                                                                                     @CSAresu   American Tragedy http://t.co/SDmrzGErYX\n",
      "6580                             Violators of the new improved Reddit will be shot into the sun. Survivors will be hurled into a black hole and then nuked.\n",
      "2815                                                              @Youssefyamani add Fez weather to the equation and you have the best recipe for disaster.\n",
      "447                                                    Credit to @pfannebeckers for inspiring me to rediscover this fantabulous #tbt http://t.co/wMHy47xkiL\n",
      "6164                                             This cop seriously just turned on their siren to get through traffic and turned it right back off like wtf\n",
      "462                                                                Israeli forces raid home of alleged car attack suspect http://t.co/3GVUS8NPpy #palestine\n",
      "7438           Read ~ THE UNHEALED WOUNDS OF AN UNENDING CONFLICT #Kashmir #Pakistan #India http://t.co/sAF9MoSkSN #EndOccupation #EndConflict #FreeKashmir\n",
      "783                                                                                                                                     @kynespeace *blight\n",
      "4167                                                                   Interview with Actor Randy Irwin A.S.K What Could Be The Harm http://t.co/k14q8cHWKp\n",
      "664                                                                                           @BabySweet420 I'm mad 420 in your name &amp; you don't blaze.\n",
      "7340           Dr. Bengston on #wildfire management: ÛÏnumbers and size of fires areas affected and costs of fighting them all show upward trend.Û #smem\n",
      "229                                                                                                              Ready to get annihilated for the BUCS game\n",
      "1710             Monsoon flooding - Monsoon rains have have hit India Pakistan and Myanmar hard this season. Two trains collided ... http://t.co/A7zF6N7vrL\n",
      "3894           Fylde Building set to be flattened: One of PrestonÛªs city centre iconic buildings is disappearing from the skyline. http://t.co/PdKHBdG9hO\n",
      "2065                                                  Naaa I bee dead.. Like a legit zombie .. I feel every sore part in my body ?? https://t.co/J4fSDPfA63\n",
      "7341                                                   The Latest: Washington #Wildfire misses town; evacuations end - KHQ Right Now http://t.co/aNlhW2IzkZ\n",
      "1145                                                                        Japan Marks 70th Anniversary of Hiroshima Atomic Bombing http://t.co/cQLM9jOJOP\n",
      "2874                                                                  @KarinaGarciaxo_ me &amp; you both &amp; I'll be dam if I get any of that drought bud\n",
      "6846                               Your brain is particularly vulnerable to trauma at two distinct ages http://t.co/KnBv2YtNWc @qz @TaraSwart @vivian_giang\n",
      "6802                           Robert Gagnon reviews the catastrophe of imposing same-sex marriage and how Christians should respond http://t.co/HIpklxpHnp\n",
      "3099               #pakistan#news# PAKPATTAN City News: Man electrocuted From Our Correspondent PAKPATTAN: A man was electrocuted... http://t.co/frpbNhVPyI\n",
      "4688              My lifelong all-time favorite song is 'Landslide'.  This song has gotten me through a lot of though times &amp;... http://t.co/RfB3JXbiEJ\n",
      "1746                                                             Santa Fe Springs Studebaker Rd / South St **Trfc Collision-No Inj** http://t.co/6uHih9pbrU\n",
      "642                                                            Do you know anyone looking to move to Hammond OR? Share this listing! http://t.co/3xn1soh4Bb\n",
      "3095                                                                                                                 But the sea would..electrocute us all.\n",
      "6488            Aquarium Ornament Wreck Sailing Boat Sunk Ship Destroyer Fish Tank Cave Decor - Full read Û_ http://t.co/nosA8JJjiN http://t.co/WUKvdavUJu\n",
      "6706                                                                                             I love the sound of thunder rumbling across the mountains.\n",
      "3990                                                                                      Granted like half my town floods when it rains but still whatever\n",
      "4245                  #psd #special Olap #world pres: http://t.co/9xO9mKQqsi How To Recognize A Hazardous Waste And The Multidimensi http://t.co/BP03eAFEWR\n",
      "2349                                                                                                                    @Demolition_d best grill u fkn pleb\n",
      "2623                                                                                                        Don't be the cause of your own self destruction\n",
      "6116                                               This is Lara she likes sinking her teeth into my flesh and clawing my arms ?????? http://t.co/J43NWkX0X3\n",
      "3784                                               Former Township fire truck being used in Philippines - Langley Times http://t.co/L90dCPV9Zu #Philippines\n",
      "847                    That horrible moment when u open up the dryer and it looks like a snowy blizzard cuz u left a piece of paper in your jeans pocket ??\n",
      "6617                                                                                                  @AdamNibloe Arrest report: Affiliation with Terrorism\n",
      "4580                                                         @imSUSHIckoflove @alekalicante RIGHT?? Yep you're a witness to his injuries HAHA it's a gauze!\n",
      "6591                                                                                            Haunting memories drawn by survivors http://t.co/WJ7UjFs8Fd\n",
      "2377                                                        BBC News - India rail crash: Trains derail in Madhya Pradesh flash flood http://t.co/fU1Btuq1Et\n",
      "4921                                   Tonight It's Going To Be Mayhem @ #4PlayThursdays. Everybody Free w/ Text. 1716 I ST NW (18+) http://t.co/sCu9QZp6nq\n",
      "2735                                                                                      Bairstow dropped his buffet ticket there. Devastated for the lad.\n",
      "2989                                                                                                          I feel like I'm drowning inside my own body!!\n",
      "6405                                                              Suicide bomber kills 15 in Saudi security site mosque http://t.co/YyTKP1Z5kG via @Reuters\n",
      "5825                                                           China's Stock Market Crash: Are There Gems In The Rubble? http://t.co/j4ggmKINEy #forbesasia\n",
      "6620                    Truth...\\nhttps://t.co/p5ZIcjUdXO\\n#News\\n#BBC\\n#CNN\\n#Islam\\n#Truth\\n#god\\n#ISIS\\n#terrorism\\n#Quran\\n#Lies http://t.co/kZhB8zX6YC\n",
      "177                                                                 Twelve feared killed in Pakistani air ambulance helicopter crash http://t.co/Xum8YLcb4Q\n",
      "5594                                           The Latest: More homes razed by Northern California wildfire - http://t.co/P3g3bQBczu http://t.co/RpBxdfnx5k\n",
      "2461                           #???? #?? #??? #??? Trains derailment: 'It's the freakiest of freak accidents' - The Indian Express   http://t.co/4Y4YtwhD74\n",
      "5750                To All The Meat-Loving Feminists Of The World Riot Grill Has Arrived: Pop quiz! Which do you prefer: feminist... http://t.co/HXOX7o42Rq\n",
      "6610        DHS Refuses to Call Chattanooga Û÷Islamic TerrorismÛª out of respect for MUSLIMS ... http://t.co/u8RGB51d22 via @po_st http://t.co/2tnu95VGFE\n",
      "2742                                                                                 @emmerdale I'll be devastated if it's cain...such a great character ??\n",
      "5774                                                                                            ? Cracker - White Riot ? http://t.co/Cc7D0wxk0M #nowplaying\n",
      "3390             New evacuation ordered for 25 homes in danger of Hwy. 8 fire near Roosevelt Wash. http://t.co/SQsyUeh4yI #KOIN6News http://t.co/199t7ND0pm\n",
      "3197                    Do you have an emergency drinking water plan? Download guide in English Spanish French Arabic or Vietnamese. http://t.co/S0ktilisKq\n",
      "5732                                      When Rescuers Found Him He Was Barely Alive. But They Had No Idea He Was Allergic To THIS! http://t.co/VecmsiUUh1\n",
      "413                                                                        #NOWPLAYING Arsonist MC -  So Impressed -  @ARSONISTMUSIC http://t.co/1ElreH1jLJ\n",
      "1307                                                                               Kanger coils - burning out fast? via /r/Vaping101 http://t.co/cykr4XAlUH\n",
      "3287           Learn how to evacuate your home in the event of a #wildfire view videos at http://t.co/bGeRLjamTE #CA #NV #UT #CO #OR http://t.co/sPuHuvgAsy\n",
      "2364                                                                  Canberra's first Mr Fluffy homes demolition schedule released  http://t.co/B77T2QxDCS\n",
      "2938                                                                      Sometimes logic gets drowned out in emotion but it's gotta surface at some point.\n",
      "4095                                                                                                                   @weathernetwork here comes the hail!\n",
      "321                                                                                                                      Armageddon https://t.co/uCSUDk3q1d\n",
      "4954                                                                Looks like it may have been microsofts anti virus trying to update causing the meltdown\n",
      "1513                         @SenSchumer Is this what U want Netanyahu leading these UNITED STATES into a CATASTROPHIC religious world war? ENOUGH already!\n",
      "2038               Permits for bear hunting in danger of outnumbering actual bears: The licenses for Florida's fir... http://t.co/FP64YOSJwx #st petersburg\n",
      "6139                                So when r u getting married'@Foxy__Siren: Oh finally Jennifer Aniston got married??????... I'm so happy for her ??????'\n",
      "6009                               Aw man. 'Apollo Crews' just screams 'we can't think of a name for this black guy quick name some and mash them together'\n",
      "6803            Rly tragedy in MP: Some live to recount horror: ÛÏWhen I saw coaches of my train plunging into water I called myÛ_ http://t.co/gDjTzkpCHK\n",
      "6369                                            Pic of 16yr old PKK suicide bomber who detonated bomb in Turkey Army trench released http://t.co/pOL92mn8YZ\n",
      "559                                                                             See what happens with NO Battle of the Block @CBSBigBrother!?! ???? finally\n",
      "6863                                                                                   Both kids got haircuts w minimal trauma. Clearly that calls for wine\n",
      "517                                        #WeLoveLA #NHLDucks Avalanche Defense: How They Match vs St. Louis Blues http://t.co/9v1RVCOMH2 #SportsRoadhouse\n",
      "5606                                                         The Latest: More Homes Razed by Northern California Wildfire - ABC News http://t.co/hCKxJ8eukt\n",
      "343              @RohnertParkDPS You're on stage now! Right under the lights! Isn't it funny?! Where do you get the goofballs with which you staff your PD?\n",
      "5999                                                                                IS THE UPDATE RLY LIFE NOW IS IT IS It/Screams \\nvibrates i cant handle\n",
      "4140                                                                                     sticks and stones may break my bones\\nbut words will never harm me\n",
      "6191                                                                      I added a video to a @YouTube playlist http://t.co/f2TqMFh1Yb Cher Lloyd - Sirens\n",
      "5140                                                       Finnish nuclear plant to move ahead after financing secured http://t.co/D8aWX2okKe via @business\n",
      "1070                                                                New Documents Found Pointing To Japan's WWII Atomic Bomb Program http://t.co/IucPcSfbMT\n",
      "2040                                @bluebirddenver #FETTILOOTCH IS #SLANGLUCCI OPPRESSIONS GREATEST DANGER COMING SOON THE ALBUM \\nhttps://t.co/moLL5vd8yD\n",
      "767                                   Some guy whistled at me in the parking lot &amp; it did not help that the wind blew my skirt up getting in the car ??\n",
      "7350                       This machine really captured my attention. #helicopter #firefighting #wildfire #oregon #easternoregonÛ_ https://t.co/V6qxnFHRxF\n",
      "4350                                                               Tension In Bayelsa As Patience Jonathan Plans To Hijack APC PDP - http://t.co/NIpZmfLiBD\n",
      "5596                                                                                                          @DavidVonderhaar At least you were sincere ??\n",
      "3828                                   First Responders Convene for National Summit and Awards on GIS Technology http://t.co/0T9yd557rY #gisuserPR #geoTech\n",
      "3461           that exploded &amp; brought about the\\nbeginning of universe matches what's\\nmentioned in the versethe heaven and Earth\\n(thus the universe)\n",
      "1256                                                                                     I just wanted to watch Paper Towns but the buildings on fire ?????\n",
      "1475                                                   UPDATE: 7 of the 9 Mac Pros my company bought in May have had catastrophe failures requiring repair!\n",
      "6704                                                                                                                        Did I just hear thunder? ??????\n",
      "273                                                        ohH NO FUKURODANI DIDN'T SURVIVE THE APOCALYPSE BOKUTO FEELS HORRIBLE  my poor boy my ppor child\n",
      "5142             A little filming inside a Nuclear Reactor at #Chernobyl @SonyProUSA @LumixUSA @DJIGlobal @ProfBrianCox @RT_America https://t.co/2GLjhvEAD9\n",
      "7356                                                   The Latest: #Wildfire destroys more homes but crews advance - WQOW TV News 18 http://t.co/Hj26SFDdfI\n",
      "4892                                                                                             Bestie is making me watch texas chainsaw massacre ????????\n",
      "2569                                       (SJ GIST): 148 Houses Farm Produce Destroy... http://t.co/dkrGS2AWEX #StreetjamzDotNet | https://t.co/mR9KcGpIwM\n",
      "2150       @gregorysanders @USDOT &amp; the stat of high auto deaths applies to children in a vehicle. I guess they can out run lightrail better than adult\n",
      "4598                                    JOBOOZOSO: USAT usatoday_nfl Michael Floyd's hand injury shouldn't devalue his fantasy stock http://t.co/DGkmUEoAxZ\n",
      "1676                                                     Students COLLIDE this Fri/Sat - register http://t.co/PwjJimRfLy #nlccollide http://t.co/3w0pxFyyri\n",
      "2429                                            @Joelsherman1 DW was on his way to a better career than Chipper and that wasn't derailed until 2014. Shame.\n",
      "5717                                                              WomanÛªs GPS app guides rescuers to injured biker in Marin County http://t.co/UoJy4E2Sv4\n",
      "3934                                                               Flood Advisory in effect for Shelby County in AL until 9 PM #alwx http://t.co/gTqMGsgcsB\n",
      "2567                                                                       Me and all my friends could destroy this in 2hours lmao  https://t.co/waCtT18gdA\n",
      "4545                                                                               Injured Barcelona full-back Alba out of Super Cup http://t.co/jYiEgtnC6H\n",
      "5862                                                                                                                       Long Road To Ruin - Foo Fighters\n",
      "2361                                               Seven Chinese Christians Are Detained Amid Widespread Anger Over Cross Demolition http://t.co/65xR1p9sOO\n",
      "982                                                                                                        Nuu that FAM?? fwt I'm Leave You In a Body bag??\n",
      "4388                                                 Governor allows parole for California school bus hijacker - Santa Cruz Sentinel http://t.co/TaXUxp9QA2\n",
      "3247                                  Tube strike live: Latest travel updates as London is engulfed inåÊchaos http://t.co/xkonKZ0Zl6 http://t.co/dXVtgi1BvO\n",
      "2169                                                 Malaysia confirms plane debris washed up on Reunion Island is from Flight MH370 http://t.co/BMxsndx14g\n",
      "6586          Û÷Faceless body belonged to my sisterÛª: #Hiroshima #Nagasaki #nuke survivors recall horrors 70 years on ÛÓ RT News http://t.co/918EQmTkrL\n",
      "823                                                                                                                                    @Blizzard_Gamin ight\n",
      "3687                                                      Kosciusko police investigating pedestrian fatality hit by a train Thursday http://t.co/m5djLLxoZP\n",
      "4411                                                        @Drsarwatzaib070 come on. IK will face MCourt for attacking parliment and hijacking TV station.\n",
      "5194                                                                   Drunk Meals 101: What To Cook When You're Totally Obliterated http://t.co/m19iVWrdkk\n",
      "2544                                                                                                                       destroy the free fandom honestly\n",
      "3521                                               How ÛÏLittle BoyÛ Affected the People In Hiroshima ÛÒ Eyewitness Testimonials http://t.co/mUAnfWcRW9\n",
      "394                                                                       Palestinian Teen Killed Amid Protests Against Arson Attack http://t.co/okVsImoGic\n",
      "7130         Maailiss: Diaporama : sixpenceee: Karymsky Lake is a crater lake located in the Karymsky volcanoåÊinåÊRussia. With aÛ_ http://t.co/4o460Fm8HN\n",
      "5432                                                   'Gunman who opened fire at Tennessee movie theater killed by police'  Anyone suspect suicide-by-cop?\n",
      "6309                                                                                        Sweater Stretcher http://t.co/naTz5iPV1x http://t.co/leaEBy6cR2\n",
      "751                                                     My Instagram just blew up apparently I was featured on I am jazz tonight. How cool is that love her\n",
      "1198                                  @DougMartin17 Fireman Ed runs into burning buildings while others are running out Doug he deserves your respect??????\n",
      "1169                               Bridge collapse not natural calamity but man-made: MPP lambasts Congress - KanglaOnline http://t.co/jp9XylA3C5  #Yugvani\n",
      "4229              @HearItFromPa Also pls help us w/ our campaign to warn the public about the hazardous keratin treatments. The Brazilian Blowout COPYCATS.\n",
      "599            USATODAY: On today's #frontpage: #Bioterror lab faced secret sanctions. #RickPerry doesn't make the cut for FoxNewÛ_ http://t.co/5uKOHk7SoB\n",
      "6128           '@Ma3Route: Haha jam imeshika hapa garden city mats bumper to bumper with AAR ambulance.we decide to chill via @BonnieG434' piga siren kijan\n",
      "2243                                                               @TheWesternGaz I'm sure the shop is deluged by local children wanting to buy it. Really?\n",
      "7280                                                   Feel like I've got no control of anything that goes on in my life at the minute. #whirlwind #drained\n",
      "82                                                                         Can wait to see how pissed Donnie is when I tell him I was in ANOTHER accident??\n",
      "7197           Rare insight into #terror and How to fight it http://t.co/t6OBVWaPhW #Cameroon #USA #Whitehouse #ES #FR #Nigeria #UK #Africa #DE #CA #AU #JP\n",
      "1406                                                The more I listen to it the more I believe Casualties of Cool is one of the best albums there ever was.\n",
      "6225                                                                                         I miss Josie cause I wanna smoke splifs and go to taco bell ??\n",
      "2176                                               [Reuters] Debris confirmed from MH370; relatives hope for discovery of crash site http://t.co/DFYaSVj7NF\n",
      "1102               70 years ago at this hour the USA A-bombed Hiroshima therein killing 200000 civilians. Never forget the crime and never repeat. Peace ??\n",
      "1909   Disillusioned lead character \\nCheck\\nHappy go lucky free spirit girl\\nCheck\\nDream life crushed\\nCheck\\nGreat music\\nCheck\\nAll Crowe tropes intact\n",
      "4879                                                                 UK police link Tunisian beach massacre with Bardo museum attack http://t.co/1fVoOTqnEj\n",
      "1954                                                          A new tropical cyclone is forming near Guam.\\n\\nOnce it is formed it will be called 'Molave'.\n",
      "2271               Enugu Government to demolish illegal structures at International Conference Centre: Enugu State government app... http://t.co/MsKn6D3eKH\n",
      "5592             @petereallen @HuffPostUK @bbc5live How significant do you think the iconic pic of Church (maybe) ruins and less substantial efforts razed?\n",
      "1447                            I still don't know why independence day and social casualty are not on the rowyso setlist these songs would be so good live\n",
      "7546                                                          good luck to everyone who has school soon but your sleeping schedule is wrecked beyond repair\n",
      "4712                  Seriously these two tracks (one new one old) are amazing. Fond memories with TEARS.\\nhttps://t.co/sZ2RvwpWhj\\nhttps://t.co/laJx578DRu\n",
      "5887                                                                                                                                 SANDSTORM!!! WOO HOO!!\n",
      "248                             World Annihilation vs Self Transformation http://t.co/pyehwodWun Aliens Attack to Exterminate Humans http://t.co/pB2N77nSKz\n",
      "157                                                                        Strict liability in the context of an airplane accident - http://t.co/gibyQHhKpk\n",
      "5011                                                                                           'It looks like a mudslide!' And #GBBO is back with a belter!\n",
      "4429                                  @susanj357 @msnbc @allinwithchris it's like watching a hostage video sometimes ... But not always ( at least not yet)\n",
      "6178                                                                                                            'I know a dill pickle when I taste one' -me\n",
      "220                Cop pulls drunk driver to safety SECONDS before his car is hit by train. http://t.co/C0nKGp6w03åÊ http://t.co/IMWmfDJSSn via @ViralSpell\n",
      "239                                        ANNIHILATED IN DAMASCUS: SYRIAN ARMY GRINDS Û÷ALLOOSH AND HIS GANG INTO THE MANURE PILE\\nhttp://t.co/7rakhP3bWm\n",
      "1089                                                   Oops.\\nH bomb lost 70 miles off the Okinawan coast.\\nFell off the ship 1965.\\nhttp://t.co/yVsJyzwxJR\n",
      "192                                                 AMBULANCE SPRINTER AUTOMATIC FRONTLINE VEHICLE CHOICE OF 14 LEZ COMPLIANT | eBay http://t.co/UJrX9kgawp\n",
      "4741                                                                                                                    @AmuMumuX lava you.?? quit actin up\n",
      "5070                                                                             @ConnorFranta #AskConnor if you were a natural disaster what would you be?\n",
      "6268                                                              The Secrets Of The Storm Vortex The Lightning Catcher Book Û_ : http://t.co/OIyWrzL79Z .\n",
      "1854                                                                                                        samel_samel has a crush: http://t.co/tBsTk5VqU0\n",
      "6144                                                                Internet firms to be subject to new cybersecurity rules in EU... http://t.co/lafTJ2GyLY\n",
      "3127            Worked in factory pressing designs onto T-shirts was electrocuted \\nd/t faulty ground. Boss docked my pay while I was at ER #WorstSummerJob\n",
      "4809                                                                                   need to work in an office I can bang all my fav Future jams out loud\n",
      "3756                                                                                                   Fire Meet Gasoline always gotta get played twice lol\n",
      "7371                                                                                                    #NowPlaying School Of Seven Bells - Windstorm #WZBT\n",
      "2796                                                 DISASTER AVERTED: Police kill gunman with 'hoax device' at cinema http://t.co/tdHn9zy0ER  via #Foxnews\n",
      "5023                                                                                                      Someone split a mudslide w me when I get off work\n",
      "7063                         Medieval Upheaval (Hardy Boys: The Secret Files Book 18)\\nFranklin W. Dixon - Aladdin - Kindle Edition. http://t.co/braoUBgEC2\n",
      "4250               Heat Advisory is In Effect From 1 PM Through 7 PM Thursday. A Building Heat Wave and Increasing Humidity... #lawx http://t.co/u0SYkowVWV\n",
      "509                                                                        @christinalavv @lindsay_wynn3 I just saw these tweets and I feel really attacked\n",
      "3251                            He came to a land which was engulfed in tribal war and turned it into a land of peace i.e. Madinah. #ProphetMuhammad #islam\n",
      "1953            @mccauleysdesign @abysmaljoiner @DyamiPlotke it works for my purpose. A large cyclone would be better. I just don't have $4K. This was $500\n",
      "5238                                                        Why did God order obliteration of ancient Canaanites? http://t.co/pKKcdWjyg0 via @worldnetdaily\n",
      "1463                             Cultivating Joy In The Face Of Catastrophe And Suffering http://t.co/o0LTQDJbQe #pjnet #tcotåÊ#ccot http://t.co/MO9wpTyqkp\n",
      "3264                                                                    Car engulfed in flames backs up traffic at ParleyÛªs Summit http://t.co/RmucfjCaZr\n",
      "6549                     The 'twins' survived their first day of high school!! They're gonna have a great year!! #makinmemories 2015 http://t.co/gM8p0Bd8Mt\n",
      "2347                                                                                                            @czallstarwes more like demolition derby ??\n",
      "7382               If you find your patio table umbrella and chairs flipped over and suspect foul play (instead of windstorm) you may be a suspense writer.\n",
      "2490                  @CorleoneDaBoss there isn't anything there its desolate bc of its nature. The significance is that we were the first country to do it\n",
      "5202                                                                                                                     Uribe just obliterated a baseball.\n",
      "433                                                                                                                                   @local_arsonist LMFAO\n",
      "4305                                                   Hellfire is surrounded by desires so be careful and donÛªt let your desires control you! #Afterlife\n",
      "3391                                                                              Reid Lake fire prompts campground evacuation order http://t.co/jBODKM6rBU\n",
      "90                                                                                                           ???? it was an accident http://t.co/Oia5fxi4gM\n",
      "4219                                                                                 JAX issues Hazardous Weather Outlook (HWO)  http://t.co/u9fCb8dz3h #WX\n",
      "3341                    Passengers evacuated &amp; lanes blocked off as power lines come down over a Gold Coast tram @9NewsGoldCoast http://t.co/zZweEezJuG\n",
      "5738         Rescuers recover body of 37-year-old Calgary man from lake near Vulcan \\n                            \\n             Û_ http://t.co/gAEhr9bHEk\n",
      "3407                                        It's cold and my head wants to explode.. The joys of working from home - I'm going back to bed / peace out ????\n",
      "2438                                                                                                            @OhYayyyYay the train derailed this morning\n",
      "3168                                #EMERGENCY in Odai Bucharest Romania 600 Dogs Dying!They are so Hungry that they EAT EACH OTHER! http://t.co/pjigXPVPl0\n",
      "5458                                         -=-0!!!!. Photo: LASTMA officials challenge police for driving against traffic in Lagos http://t.co/8VzsfTR1bG\n",
      "2441                                                                                        Madhya Pradesh Train Derailment: Village Youth Saved Many Lives\n",
      "1731                          It's Even Worse Than It Looks: How the American Constitutional System Collided With the New PoliticÛ_ http://t.co/Gfa3SOw9zn\n",
      "1331                                                                   Mmmmmm I'm burning.... I'm burning buildings I'm building.... Oooooohhhh oooh ooh...\n",
      "2481                                                       Me watching Law &amp; Order (IB: @sauldale305) (Vine by @NaturalExample) https://t.co/tl29LnU44O\n",
      "5960                                                                                           MY FAVS I'M SCREAMING SO FUCKING LOUD http://t.co/cP7c1cH0ZU\n",
      "2932                             at the lake \\n*sees a dead fish*\\nme: poor little guy i wonder what happened\\nashley: idk maybe it drowned\\n  wtf ????????\n",
      "6555  Today your life could change forever - #Chronicillness can't be avoided - It can be survived\\n\\nJoin #MyLifeStory &gt;&gt;&gt; http://t.co/FYJWjDkM5I\n",
      "3746                                                                        I'm crying that song just ended setting myself on fire  https://t.co/i2El5aCrRW\n",
      "2270                                              Enugu Government to demolish illegal structures at International Conference Centre http://t.co/DaqszZuBUb\n",
      "3260                                                                                       Fully Engulfed Garage Fire: Propane Tanks Inside. Sunnymeade Dr.\n",
      "5483                                             Reddit Will Now Quarantine Offensive Content http://t.co/FEIkC9FxED #onlinecommunities #reddit /via @wired\n",
      "6969                                                                 I don't get waves of missing you anymore... They're more like tsunami tides in my eyes\n",
      "3933            2pcs 18W CREE Led Work Light  Offroad Lamp Car Truck Boat Mining 4WD FLOOD BEAM - Full reaÛ_ http://t.co/1QT51r5h98 http://t.co/OQH1JbUEnl\n",
      "4727                   I liked a @YouTube video from @skippy6gaming http://t.co/MXhrextrkh Minecraft PS4 - 3 X 2 LAVA DOOR - How To - Tutorial ( PS3 / XBOX\n",
      "3619                                                            Las Vegas in top 5 cities for red-light running fatalities - News3LV http://t.co/eXdbcx4gCR\n",
      "802                                              LIKE I SWEAR THE SECRET WE'LL UNCOVER IS THE OLD GODS IN A SLUMBER. I THINK THERES GONNA BE ANOTHER BLIGHT\n",
      "7129                #Earthquake #Sismo M 1.9 - 5km S of Volcano Hawaii: Time2015-08-06 01:04:01 UTC2015-08-05 15:04:01 -10:00 at ... http://t.co/eTswuoD3oM\n",
      "4726                                                                       @YoungHeroesID Lava Blast &amp; Power Red @dieanpink95 @yu_nita99 #PantherAttack\n",
      "984                             @Rhee1975 @deliciousvomit No I'm not I'm saying that they're lucky they can go home to their families not put in a body bag\n",
      "7552                                                                                Israel wrecked my home. Now it wants my land. \\nhttps://t.co/g0r3ZR1nQj\n",
      "3632                                       #Saudi Arabia: #Abha: Fatalities reported following suicide bombing at mosque; avoid area http://t.co/1xW0Z8ZeqW\n",
      "2578                         @engineermataRAI ate mataas kc rating..but they did not think on doing like this they destroy the story along with the ratings\n",
      "2828          #KCA #VoteJKT48ID 12News: UPDATE: A family of 3 has been displaced after fired damaged housed near 90th and Osborn. Fire extinguished no iÛ_\n",
      "1410                               Students at Sutherland remember Australian casualties at Lone Pine Gallipoli\\n http://t.co/d50oRfXoFB via @theleadernews\n",
      "6860                                                 @thetimepast @saalon I have childhood trauma more resolved than theirs. Actual trauma. Fricken babies.\n",
      "927                                                                                       Man why hasn't @machinegunkelly blown up? He's still underground.\n",
      "5216                                                        Why did God order obliteration of ancient Canaanites? http://t.co/NckOgWjq61 via @worldnetdaily\n",
      "3067                                                                              @devon_breneman hopefully it doesn't electrocute your heated blanket lmao\n",
      "3761                                                                                                       Nothing like a good fire https://t.co/ItFbBz9xYC\n",
      "3832                                                           First Responders get int @bridgeportspeed free on Saturday! Details @ http://t.co/dIh1TgQhej\n",
      "6030                                                  [Report 5] 18:22:45 Ibaraki Prefecture offing M5.5 Depth 60km Maximum seismic intensity 4 #Earthquake\n",
      "3296                                                                Cascada - Evacuate The Dancefloor (Official Video) https://t.co/OHCx3y8l4s via @YouTube\n",
      "147                Experts in France begin examining airplane debris found on Reunion Island: French air accident experts on Wednesday began examining t...\n",
      "543                                      What a feat! Watch the #BTS of @kallemattson's incredible music video for #Avalanche: https://t.co/3W6seA9tuv ????\n",
      "2305                                                                                  I bought a 64oz jar of peanut butter and it's just getting demolished\n",
      "7587                                                                                                                                     Sirens everywhere!\n",
      "2584                     @alanhahn @HDumpty39 Daughtery would get destroyed on twitter. His comments are emotionally driven rants with little factual basis\n",
      "7180             Please allow me to reiterate it's not the weapon it's the mindset of the individual! #professional #help! -LEGION! https://t.co/2lGTZkwMqW\n",
      "3658            #Shipping #Logistics eNCA | Fatalities as migrant boat capsizes in Med with hundreds onboard: Û_  capsized as i...  http://t.co/dnO7QXcFfh\n",
      "2192               Debris confirmed from MH370; relatives hope for discovery of crash site: Malaysian officials confirm a breakth... http://t.co/MGYVGlENKS\n",
      "3172                           Our builder is having a dental emergency. Which has ruined my plan to emotionally blackmail him this afternoon with my bump.\n",
      "2188                                                                    Experts leave lab as Malaysia confirms debris is from #MH370 http://t.co/Ba4pUSvJLN\n",
      "1554      Please stand up for bees against profit-hungry chemical companies. Keep the ban &amp; #Savebees \\nSign the petition now:\\nhttps://t.co/4zsXjGV7iT\n",
      "4485                         #hot  C-130 specially modified to land in a stadium and rescue hostages in Iran in 1980 http://t.co/FLqxd3q5pY #prebreak #best\n",
      "2262                                                    Do you feel deluged by low self-image? Take the quiz: http://t.co/QN4ZYISsPO http://t.co/3VWp7wD56W\n",
      "6117                    Spent too many hours sinking into the wonderfully created worlds of Mafia and Mafia II in my life. Excited for another installment.\n",
      "4200                          95-03 BMW 528 530 540 740 Emergency Warning Hazard Switch Button OEM 20177-707D http://t.co/kVNahTHUWZ http://t.co/Y8xkNpqMnJ\n",
      "313                                                                         //im gonna beat armageddon as Hsu Hao ????\\njust got a flawless on my first try\n",
      "3818                     RT RoadID: Thanks to Alex for his story &amp; to all first responders for being there when we need you. Û_ http://t.co/HikDC1fM2F\n",
      "1178               Listening to Blowers and Tuffers on the Aussie batting collapse at Trent Bridge reminds me why I love @bbctms! Wonderful stuff! #ENGvAUS\n",
      "552                                                        Indeed!! I am fully aware of that battle! I support you in that fight!!  https://t.co/MctJnZX4H8\n",
      "5845                                                                               i'm really sad about red 7 closing :( yuppies n tourists ruin everything\n",
      "4177             Quality Metrics Penalties May Harm Patient Care PCPs Say - Primary care physicians generally hold positive views... http://t.co/0w12PwPSfx\n",
      "2575                                                                         @SapphireScallop Destroy oppa image? Oops! There's nothing left right? Haaaaaa\n",
      "6550                                                                                                           Well me and dad survived my driving ????????\n",
      "4045            @nycdivorcelaw TRUMP IS A CLIMATE DENIER- algae bloom in the pacific from calif to alska- seeweed in caribean forest fires- SNOWBALL INHOFE\n",
      "1882                                                                                                                                                Crushed\n",
      "4636                     1st wk of Rainier Diet and my street Seward Park Ave is inundated w/ bypass traffic so @seattledot what's your plan? @seattletimes\n",
      "5768                           @Trollkrattos Juan Carlos Salvador The Secret Tips to Get 100.000 Riot Points LoL are out now! check the Secret on on my Bio\n",
      "218                Cop pulls drunk driver to safety SECONDS before his car is hit by train. http://t.co/tHrhKHOGcUåÊ http://t.co/tZSZmF2qxE via @ViralSpell\n",
      "7170                                                                                                                       Looks and sounds like a war zone\n",
      "5473               #Bangalore  Reddit updates content policy promises to quarantine 'extremely offensive' communities http://t.co/Of3Q75fGeU #Startups  #in\n",
      "1060             beforeitsnews : Global Derivatives: $1.5 Quadrillion Time Bomb http://t.co/GhmmUj7GbE (vÛ_ http://t.co/u9LvvLzhYe) http://t.co/LyJ57pq3yX\n",
      "7241                        #bigbrother #ch4 The X-37b's big brother revealed: Boeing bags $6.6m contract to design ... - Daily Mail http://t.co/0migwcmtJe\n",
      "5937                                                                                                  I have never screamed so loud https://t.co/PC3h1NE4G0\n",
      "6531                                Survived another tube strike with the last person at office reaching home. We are getting better at navigating strikes!\n",
      "2167                                                                                                                     Confirmed the debris from MH370 ??\n",
      "5446              Oops: Bounty hunters try to raid Phoenix police chief's home: http://t.co/yPRJWMigHL -- A group of armed bounty... http://t.co/3RrKRCjYW7\n",
      "6391                          #GRupdates Pic of 16yr old PKK suicide bomber who detonated bomb in Turkey Army trench released --&gt; http://t.co/fqcDPhccg7\n",
      "4555             @TheHammers_ @tonycottee1986 alsowhat if some of the 1st team players got injured?Then Bilic would get slated for playing themhe can't win\n",
      "2606                                   #hot#teen#nsfw#porn#milf: Oiled Up Ass Hole Is Destroyed With King Size Cock Closeup Sex Clip http://t.co/faoGxkwdpG\n",
      "7192                                                            Iranian warship points weapon at U.S. helicopter official says http://t.co/SnqfHpYm3O #tcot\n",
      "6471                            Japan FUSO Class Battleship YAMASHIRO Naval Cover 1999 PHOTO Cachet SUNK WWII http://t.co/Aq5ZliM7l4 http://t.co/FvR9jDQ71a\n",
      "2252            @LisaToddSutton The reason I bring this up  bcz he is running 4 Senate. Murphy is nothing but a Republican I am deluged with his junk mail!\n",
      "871                                                     Today was such a hastle from getting drug tested  blood drown out  tb shot  to document filling  ??\n",
      "3741                                                                                                            Why put out a fire when it's still burning.\n",
      "4247                                                                         Skinny Jeans are Hazardous for Your Health! #socialnews http://t.co/LTMa9xQXpx\n",
      "5220                Are people not concerned that after #SLAB's obliteration in Scotland #Labour UK is ripping itself apart over #Labourleadership contest?\n",
      "724                                                                                                                 i hit my foot now my toe is bleeding ??\n",
      "5990                I come downstairs trying to look as normal as possible in front of my mom and Rhiannon screams 'HUNGOVER???? Huh???' Uhmmmm no ????????\n",
      "6868                                                                   What is the role of usg in paeds major trauma imaging decision tool? #FOAMed #FOAMcc\n",
      "5359                                                                                @brokenscnecal I just though about panic! at the disco when I said that\n",
      "6439           INFOGRAPHIC: At least 20 Turkish security officials killed in PKK and ISIS terror attacks since Suruc suicide bombing http://t.co/UvAOJzcYcZ\n",
      "1172                Warne shocked over Australia's epic collapse at Trent Bridge: Johannesburg Aug 06 (ANI): Legendary Australian... http://t.co/LwwoJXtTIV\n",
      "4414                                #hot  Funtenna: hijacking computers to send data as sound waves [Black Hat 2015] http://t.co/cOMuiOk3mP #prebreak #best\n",
      "6765                 Weak but distinct rotation fully condenses near Villa Ridge MO today near MCV center.  A 'sub-tornado?' Video: https://t.co/Fd9DzspuGk\n",
      "3716                                 I want to be with you forever\\nStay by my side\\nOn this special night\\n\\nFear and Loathing in Las Vegas/Solitude X'mas\n",
      "203                                                      Twelve feared killed in Pakistani air ambulance helicopter crash http://t.co/TH9YwBbeet #worldNews\n",
      "874                                                                                                                                 @Lobo_paranoico Mad Men\n",
      "4589                        @msnbc What a fucking idiot. He had a gun &amp; a hatchet yet there were still no serious injuries. Glad police terminated him.\n",
      "5404                                                                         New post: 'People are finally panicking about cable TV' http://t.co/df9FjonVeP\n",
      "6986                                                                                                                Twister was fun https://t.co/qCT6fb8wOn\n",
      "7067             In depth: the new world of work and how young people businesses and economies are coping with huge upheaval http://t.co/0blKwCuPZq via @ft\n",
      "925                              @troylercraft YEAH ITS NOT WORTH IT BC HE ALREADY HAS SO MANY SPAMMERS &amp; HIS TWITTER IS PROBABLY BLOWN UP EVERY SECOND\n",
      "6086                                                                      After a Few Years Afloat Pension Plans Start Sinking Again http://t.co/4cEEuzWHvf\n",
      "1924         INFO S. WND: 030/6. CLD: SCT014 BKN032. EXP INST APCH. RWY 05. CURFEW IN OPER UNTIL 2030 Z. TAXIWAYS FOXTROT 5 &amp; FOXTROT 6 NAVBL. TMP: 10.\n",
      "995                                                                                                        Body Bagging Bitches ???? http://t.co/aFssGPnZWi\n",
      "108                           @afterShock_DeLo im speaking from someone that is using a scuf on xb1 most of them people will end up getting on for ps also.\n",
      "372                                                               Beyonce Is my pick for http://t.co/nnMQlz91o9 Fan Army #Beyhive http://t.co/o91f3cYy0R 66\n",
      "6896                                                         @EMILY4EVEREVER haha it's alright..but more than twice is just stupid ;) he's traumatised ????\n",
      "1657                                                                                  and he almost collapsed bc he said his wish came true moderately FUCK\n",
      "5488                Reddit Will Now Quarantine OffensiveÛ_ http://t.co/wjWYJBncat #onlinecommunities #reddit #amageddon #freespeech http://t.co/0Erisq25KT\n",
      "5460                       3 Options To Fix Your Facebook Cover Violation http://t.co/pF8dXwIbDp and Keep the #Facebook Police away. #socialmedia #strategy\n",
      "4257                                                   @creationsbykole cork city in Ireland...we got to 17 degrees today...that is a heat wave for us haha\n",
      "1233                                                       Video:  Fire burns two apartment buildings and blows up car in Manchester http://t.co/5BGcw3EzB5\n",
      "6102                                               The Sinking Ship (@sinkingshipindy): Scarlet Lane Lenore  is on replacing Stone Saison (@StoneBrewingCo)\n",
      "1929                                                                                                           It was past curfew\\nand we were at the Grove\n",
      "2963                                                   Why are you drowning in low self-image? Take the quiz: http://t.co/Z8R6r3nBTb http://t.co/nAmffldh5h\n",
      "3991                         @madonnamking RSPCA site multiple 7 story high rise buildings next to low density character residential in an area that floods\n",
      "3244            Tube strike live: Latest travel updates as London is engulfed in chaos: Û_  cross-London travel will be accepte...  http://t.co/vg8HRbebdA\n",
      "2181                                   Malaysian Officials Say Debris Found on Reunion Island Is From #MH370. @BillNeelyNBC reports: http://t.co/r6kZSQDghZ\n",
      "5855                                                                    You wanna ruin a relationship? Just ask 'what are your intentions' and you'll do it\n",
      "2363                                                San Jose: Demolition of Willow Glen Trestle put off while legal battles continue http://t.co/t4AXZ7Kc3S\n",
      "2967                                                                                          #ICYMI #Annoucement from Al Jackson... http://t.co/7BevuJE5eP\n",
      "608                                        FedEx no longer to transport bioterror germs in wake of anthrax lab mishaps http://t.co/4M5UHeyfDo via @USATODAY\n",
      "7249                      @Glosblue66 no idea what this means. Look at our violent crime rate without weapons. Ban guns we become like Mexico not Australia\n",
      "4627                                                                     Quirk Injury Law's News is out! http://t.co/HxVIhDuShP Stories via @dantmatrafajlo\n",
      "7083               August 5: Your daily horoscope: A relationship upheaval over the next few months may be disruptive but in the ... http://t.co/gk4uNPZNhN\n",
      "7171                                                                     How do people bake without turning their kitchen into a war zone of eggs and flour\n",
      "3282                 How a little studio in the middle of nowhere is becoming the epicentre of communication. http://t.co/iCRgseAGYA http://t.co/KpvYmHM2uB\n",
      "3191               #Biztip We recommend all businesses to get an alternative source of electricity. #Solar Wind and Batteries. Have an emergency plan! Now!\n",
      "4964                                                                                                                               ?? ice age: the meltdown\n",
      "3258                                                 Do you feel engulfed with low self-image? Take the quiz: http://t.co/YzDmouXQBO http://t.co/PeXfgawrG1\n",
      "1224                                                      @RockBottomRadFM Is one of the challenges on Tough Enough rescuing people from burning buildings?\n",
      "3786                                                                                                         Our garbage truck really caught on fire lmfao.\n",
      "4799             Kijima_Matako: Breaking news! Unconfirmed! I just heard a loud bang nearby. in what appears to be a blast of wind from my neighbour's ass.\n",
      "2836               Angry Woman Openly Accuses NEMA Of Stealing Relief Materials Meant For IDPs: An angry Internally Displaced wom... http://t.co/TEq7SrI57P\n",
      "6799              Rly tragedy in MP: Some live to recount horror: ÛÏWhen I saw coaches of my train plunging into water I called ... http://t.co/0Xh758OnUP\n",
      "1736                              Stepkans Media - Two confirmed dead after the boat they were travelling in Collided in. L.Victoria http://t.co/INGu6Ztyg4\n",
      "6239                                                      @Habbo bring back games from the past. Snowstorm. Tic tac toe. Battleships. Fast food. Matchwood.\n",
      "3920                                                                          And please don't flood poor @RobertBEnglund's mentions. He's put in his work!\n",
      "4747                                                What you gonna do now puppies?! No more destroying my #iPhone Lightning cables! https://t.co/Z4jyHaRreW\n",
      "4847                                @TrillAC_ I think we've only had like one black mass murderer in the history of mass murders white people do that shit.\n",
      "1185                                                                    Two giant cranes holding a bridge collapse into nearby homes http://t.co/q5q1x5Vcqk\n",
      "6776                                                  Rly tragedy in MP: Some live to recount horror http://t.co/TTb9oiL8R2 #TopStories #India timesofindia\n",
      "1328                                                 2 Burning Man Tickets + Vehicle Pass - Full read by eBay http://t.co/b0eS3ZIORK http://t.co/juIIt2YFVo\n",
      "3092                         I would like to electrocute everyone who uses the word 'fair' in connection with income tax policies. - William F. Buckley Jr.\n",
      "5298               @SenateMajLdr let's try to do our best to prevent another outbreak of violence by talking to each other both the people and the politics\n",
      "5099                                                              3 Former Executives To Be Prosecuted In Fukushima Nuclear Disaster http://t.co/UmjpRRwRUU\n",
      "787                                                                    New post: Prysmian secures contract for Blight Bank wind farm http://t.co/oLG09Kb6HA\n",
      "5987                                                                                                                                   *screams internally*\n",
      "5347                                                               Pandemonium In Aba As Woman Delivers Baby Without Face (Photos) - http://t.co/Ykdsp0nRDQ\n",
      "2773                             Fascinating pics from inside North Korea. Not propaganda not devastation - just people living life. http://t.co/E2Dbcpwd9u\n",
      "3743                                                                                                                        My avi And header combo is fire\n",
      "6335                                 The result of failure in correcting structural problems with West's financial markets collapse https://t.co/DvieABlOFz\n",
      "6679            Random wind gust just came through #Gander.  Probably some convection outflow.  Haven't heard any thunder yet but a few spits of rain #nlwx\n",
      "4645                      Let people surf!  HI is no Waimea bay. It's not like the beach is or ever will be inundated with surfers  https://t.co/czDW8ooWa2\n",
      "4820                                                                 If abortion is murder then blowjobs are cannibalism and masturbation is mass genocide.\n",
      "4798                                                                    I WAS PEACEFULLY SITTING IN MY ROOM AND I HEARD THIS LOUD BANG OF SOMETHING FALLING\n",
      "4030                            View of smoke column rising above the south end of the Blake Fire along Forest Road 1. #RouteComplex http://t.co/Yqg5Pvw5gX\n",
      "4974                                President Barack Obama has on air meltdown over opposition to Iran nuclear deal http://t.co/c0t7RvoTKj via @examinercom\n",
      "3037                USGS EQ: M 0.6 - 8km SSW of Anza California: Time2015-08-06 01:26:24 UTC2015-08-05 18:26:24 -07:0... http://t.co/3bwWNLsxhB #EarthQuake\n",
      "1536                                                              USA: BREAKING NEWS: CHEMICAL SPILL/EVACUATIONS/RED CROSS EMERGENCY http://t.co/007Npen6LG\n",
      "3071                                              I wanna tweet a 'niall thx for not making me was to electrocute myself' tweet but I'm scared I'll jinx it\n",
      "1745                                           COLLISION: #Hwy401 EB just east of Hwy 8 #Cambridge Single vehicle blocking the left lane. #OPP enroute. ^ag\n",
      "3376               FAAN orders evacuation of abandoned aircraft at MMA: FAAN noted that the action had become neces... http://t.co/tlS40nqiPN Via @todayngr\n",
      "5888                                                            Watch This Airport Get Swallowed Up By A Sandstorm In Under A Minute http://t.co/VZPKn23RX4\n",
      "6218                                         @BillMcCabe  sky looks clear.... No smoke from the fires. Enjoy your time in Tahoe. One of my favorite places!\n",
      "5616                                   This just-married Turkish couple gave 4000 Syrian refugees an incredible gift #WashingtonPost http://t.co/aRKmc7vclN\n",
      "4009                ETP Bengal floods: CM Mamata Banerjee blames DVC BJP claims state failed to use relief funds: Even as flood w... http://t.co/hsZjaFxrvi\n",
      "758                                                                                                    Max blew tf up ! ?????? shots fired ???? #CatfishMTV\n",
      "3137                                                                                                                                      Emergency surgery\n",
      "4341                                                  Swansea Û÷plot hijack transfer move for Southampton target Virgil van DijkÛª http://t.co/PVmr38LnvA\n",
      "2620                                                                                    @LT3dave so many specs so much fan service so much lore destruction\n",
      "5169                                                                      @Gargron good sir I did not wish to but now I am forced to. I must obliterate you\n",
      "941                                                                      Guaranteed been bitten by some mutant mosquito my ankle has blown up. Little cunts\n",
      "470                                              Suspect in latest US theatre attack had psychological issues http://t.co/OnPnBx0ZEx http://t.co/uM5IcN5Et2\n",
      "951                @anarchic_teapot @BoironUSA @zeno001 Glononium 6C also helps with being blown up while bashing a bottle of nitroglycerin against a book.\n",
      "1297                                                                You Bitches Walking Around Like Yall Hot Shit &amp; Got Bed Bugs &amp; You Burning ????\n",
      "553              It's baaaack!  Petersen's Bowhunting Battle of the Bows.  Make sure you head on over and cast your vote for your... http://t.co/FJ73gDvg2n\n",
      "7038               Obama Declares Disaster for Typhoon-Devastated Saipan: Obama signs disaster declaration for Northern Marians a... http://t.co/VTS9CAyiBC\n",
      "3835                             As firefighters make gains on #RockyFire Jerry Brown is heading to the area to meet with first responders tomorrow morning\n",
      "4945                                                                                           Deepak Chopra's EPIC Twitter Meltdown http://t.co/ethgAGPy5G\n",
      "2487                                                                              A new favorite: Desolate 2 by r3do https://t.co/HDv3ZirBCi on #SoundCloud\n",
      "6229                                                                         'Snowstorm' 36'x36' oil on canvas (2009) http://t.co/RCZAlRU05o #art #painting\n",
      "3496                                                                                                                             kindermorgan gas explosion\n",
      "6296                                                                                       @Stretcher @invalid @Grazed @Rexyy @Towel I see the programme (:\n",
      "4398                                                                              The Murderous Story Of AmericaÛªs First Hijacking http://t.co/EYUGk6byxr\n",
      "250             U.S National Park Services Tonto National Forest: Stop the Annihilation of the Salt River Wild Horse... https://t.co/m8MvDSPJp7 via @Change\n",
      "3645             'Motordom' lobbied to change our language around traffic fatalities. We need to go back to the future #VisionZero  https://t.co/cAvb7pgEpv\n",
      "4190                         Davis's Drug Guide for Nurses by Judith Hopfer Deglin and April Hazard Vallerand http://t.co/IufS7UV1HK http://t.co/AFrHnLLY8D\n",
      "2641                                     Marquei como visto Dragon Ball Super - 1x1 - The God of Destruction\\'s Dream http://t.co/vJLnsKbG86 #bancodeseries\n",
      "2695                                            Ignition Knock (Detonation) Sensor-Senso BECK/ARNLEY 158-0853 http://t.co/OdMx36WDhM http://t.co/gAHeUjRUJu\n",
      "6627                                                   Cross-border terrorism: Pakistan caught red-handed again - The Times of India http://t.co/uiqsfgZoOx\n",
      "2538                                       Winter Desolation of Death is also on Tumblr:  http://t.co/93DM6gnWwC  Al Necro's reviews interviews &amp; more!\n",
      "5843                                                                                                              smokers that ruin that new car smell ????\n",
      "3344                                     Evacuation orders lifted for Roosevelt in Highway 8 fire. http://t.co/e2HltYyFAk #koin6news http://t.co/pmxEzUo4AY\n",
      "6609                                                                  Perspectives on Terrorism - Understanding Jihadi Proto-States: http://t.co/d5h4jif1y3\n",
      "4994         How do you call yourself a base conservative when u think it's okay 2 duck military service &amp; contribute thousands 2 #HillaryClinton 2012?\n",
      "4600                                                        @NEPD_Loyko Texans hope you are wrong. Radio in Houston have him as starter after Foster injury\n",
      "331                                                             @Erker Again?? Eep! Thought of you yesterday when I saw that hella scary hail. #armageddon?\n",
      "2866                                                                                               Tips so that finding the customers ego drought: dqSVYusY\n",
      "4100                    Kevin Tan says hail to the chefs - Û_ and Green Pastures which features sustainable and organic cooking.... http://t.co/D9xVuvp9s6\n",
      "3721                                                                                                                       Love God more than you fear hell\n",
      "116              320 [IR] ICEMOON [AFTERSHOCK] | http://t.co/e14EPzhotH | @djicemoon | #Dubstep #TrapMusic #DnB #EDM #Dance #IcesÛ_ http://t.co/22a9D5DO6q\n",
      "7244                                                                                                           I will adamantly opposed to nuclear weapons.\n",
      "6754                                                                      @SakhalinTribune Calgary area tornado warnings end as thunderstorms move eastward\n",
      "6280                   The Storm Prediction Center has expanded the 'Slight Risk' area to include more of central NC. #TWCNews #ncwx http://t.co/DgBeH5L9DS\n",
      "5662                                                                    Lunch for the crew is made. Night night it's been a long day! \\n~Peace~Love~Rescue~\n",
      "3401                                                                   Housing Starts Explode to NewåÊHeights http://t.co/IGlnQpgbNW http://t.co/aOesBVns45\n",
      "3985            Who is bringing the tornadoes and floods. Who is bringing the climate change. God is after America He is plaguing her\\n \\n#FARRAKHAN #QUOTE\n",
      "537                                              Great one time deal on all Avalanche music and with purchase get a Neal Rigga shirt http://t.co/4VIRXkgMpC\n",
      "5414                                     My dad is panicking as my weight loss means he needs to hurry up with my new clothes fundwhen I reach my goal.  ??\n",
      "3023                       @deadlydemi even staying up all night to he barrier for tÌüp and then having to run through a dust storm and almost passing out?\n",
      "4928                                                                           Magic City Mayhem: Kissimmee adventures ? Aug. 5 2015 http://t.co/FpYrU5GOLh\n",
      "4612                                                                                                       @AdamRubinESPN Familia: arm injury or head case?\n",
      "943                                       @KalinAndMyles @KalinWhite my ig is being blown up just with hackers I need it to stop #givebackkalinwhiteaccount\n",
      "4987              Thank You Senator @timkaine for your Leadership on #IranDeal \\nOur Military deserves nothing less. THANK YOU!!\\n\\nhttps://t.co/578GUNP8t9\n",
      "6397                                                                  Suicide Bomber Kills 13 At Saudi Mosque http://t.co/oZ1DS3Xu0D #Saudi #Tripoli #Libya\n",
      "5160                                                                                                  @JoseBasedGod I'm obliterate you to the shadow realm.\n",
      "1794                             If you sit and rant on snapchat to your apparent fans when you have about 8000 followers I hope your in a train crash xoxo\n",
      "5573                                       @Robot_Rainstorm I'm a huge football fan as you know but I've never done fantasy leagues. Patience for a newbie?\n",
      "1993                                                                     Reusing advanced in life equipments in transit to drumming champaign damage: FdbDP\n",
      "1266               What progress we are making.  In the Middle Ages they would have burned me.  Now they are content with burning my books.  -Sigmund Freud\n",
      "3961                                                                 ILL ONLY DM HOTEL INFO BECAUSE PEOPLE ARE FLOODING MY NOTIFICATIONS ASKING ME FOR INFO\n",
      "5198                       God the @mets are so cocky right now and I love it. Uribe OBLITERATED that ball then strutted the fuck out of the batters box...\n",
      "2456               Madhya Pradesh Train Derailment: Village Youth Saved Many Lives: A group of villagers saved over 70 passengers' lives after two train...\n",
      "4165                                                                     someone just reblogged a picture of self harm scars oh please its 2015 can we stop\n",
      "134                                                                          'The first man gets the oyster the second man gets the shell.' Andrew Carnegie\n",
      "2593                                             Black Eye 9: A space battle occurred at Star O784 involving 2 fleets totaling 3942 ships with 13 destroyed\n",
      "6345               Investigators have said a Virgin Galactic spaceship crash was caused by structural failure after the co-pilot ... http://t.co/WC69XAJIs4\n",
      "1748                    Motorcyclist bicyclist injured in Denver collision on Broadway: At least two people were taken to a localÛ_ http://t.co/WlmSQ3MTHO\n",
      "6443                       @RayquazaErk There are Christian terrorists to be sure but I don't suicide bombing is employed often as it is in Islamic groups.\n",
      "2851                                                    For those displaced by disasters label and legal status remain out of reach https://t.co/kJMgTEEklp\n",
      "1718                     My @MLG and food worlds have collided in this @ijustine salmon video. #simple #Alaskaseafood #askforalaska https://t.co/2SnyGHaiVs\n",
      "2864                                    ItÛªs time to do away with drought.Check out how the #cloud #IOT are helping conserve water http://t.co/nnv3zwVANt\n",
      "4227                09:13 PM:  Hazardous Weather Outlook (http://t.co/ed1VpITsWY): NO HAZARDOUS WEATHER IS EXPECTED AT THIS TIME.... http://t.co/6XSbddlZiy\n",
      "6187                                      connor franta: damn sirens I hope everyone is okay. \\n\\ndan howell: can you PLEASE get MURDERED on ANOTHER STREET\n",
      "2008           #pt Cross-sectarian protest. Powerful Shia cleric says militias must withdraw:'ur fightin ISIS but we wont forget damage uve done to ur ppl'\n",
      "3044                                                                Nepal earthquake 3 months on: Women fear abuse https://t.co/iCTtZ0Divr via @@loupascale\n",
      "6926    ÛÏ@YMcglaun: @JulieKragt @WildWestSixGun You're a lot safer that way.Ûyeah a lot more stable &amp; if I get in trouble I have a seat right there\n",
      "5876                                                            Watch This Airport Get Swallowed Up By A Sandstorm In Under A Minute http://t.co/mkWyvM3i8r\n",
      "1213                              Schools in Western Uganda still Burning down Buildings during Strikes....Strikes in Western Uganda always Lit literally..\n",
      "2325                                                                            'Dangerous' property in downtown Phoenix demolished  http://t.co/hiBDw7d7ja\n",
      "3984                                    Slip Sliding Away - Flash Floods Info for Writers w/Tony Nester @SonoranRattler #writingtips http://t.co/sLTtOrRLHs\n",
      "5001                                        13 reasons why we love women in the military   - lulgzimbestpicts http://t.co/uZ1yiZ7n6m http://t.co/IjwAr15H16\n",
      "5676                                             'Trust us to get rescued by the dopey ones!' Val is hilarious shame she's probably going to die #emmerdale\n",
      "975                                                                                                 One day this heart gone get me zipped up in a body bag.\n",
      "3772                                                                                                                                Fire waves and darkness\n",
      "6474    @CodeMeW Were you opening regular or master packs? RT: soÛ_ sunkÛ_1 mil credits into light sideÛ_ didn't pullÛ_oneÛ_you sure about those odds?\n",
      "4307                     New cocktail on the list! El Diablo Mas Verde: mezcal yellow chartreuse honey cucumber hellfire bitters.... http://t.co/REuosJEK4m\n",
      "587                                              #world FedEx no longer to transport bioterror germs in wake of anthrax lab mishaps  http://t.co/wvExJjRG6E\n",
      "386                                               Mourning notices for stabbing arson victims stir Û÷politics of griefÛª in Israel http://t.co/eug6zHciun\n",
      "4846               Kach was a group to which belonged Baruch Goldstein a mass murderer who in 1994 shot and killed 29 PalestinianÛ_ http://t.co/bXGNQ57xvb\n",
      "4800                  matako_3: Breaking news! Unconfirmed! I just heard a loud bang nearby. in what appears to be a blast of wind from my neighbour's ass.\n",
      "3469                                                EE recalls Power Bar phone chargers after explosion burns woman ÛÒ The Register http://t.co/lhTvKcoISo\n",
      "4371                                                                           Medieval airplane hijacker testa: earnings the distinction divers: HtaRvrGLY\n",
      "7591                                                                        Heat wave warning aa? Ayyo dei. Just when I plan to visit friends after a year.\n",
      "3419                                                                                                                             My head gonna explode soon\n",
      "4273                                Cherry print + matching lipstick (just rediscovered NarsÛª Û÷Heat WaveÛª).?? by @emilyschuman http://t.co/4eGh1G1Jk7\n",
      "1287                                        Just burned the crap out of my grilled cheese sandwich. Sure wish I had a few life skills figured out by now...\n",
      "2688                                                    Detonation quotes - my esteemed belt quotes regarding each one recent: EseVU http://t.co/emzn4sPwNk\n",
      "1144                                                                        Japan Marks 70th Anniversary of Hiroshima Atomic Bombing http://t.co/93vqkdFgnr\n",
      "3849                                                                                                          that new lil b x chance is nothing but flames\n",
      "3223               Can you recommend anyone for this #job? RN Emergency Services Full Time 3p - 3\\:30a Rose de Lima Campus - http://t.co/xQrLEWiA4x #Hiring\n",
      "1827                                                                                                               Pak Army Helicopter crashed in Mansehra.\n",
      "2506                                                   I liked a @YouTube video http://t.co/M9YdA5k6jf Spyro 3 Texture Hacks - 'Desolate Gardens' [In-game]\n",
      "5508                                                                                  Fucking yes /r/antiPOZi is quarantined.  Triggered the cucks we have.\n",
      "1381             @dacherryontop13 ohh there are bush fires in Spain like every year one time when we went swimming there were planes getting water to fight\n",
      "4317                           @IAN_Hellfire again not really. Do you have any idea how many times i have been ignored for fadc. You can't expect anything.\n",
      "6772                                                                                                           I feel like a tornado http://t.co/iZJK6kpWiZ\n",
      "6413                                              #?? #?? #??? #??? Suicide bomber kills 15 in Saudi security site mosque - Reuters  http://t.co/LgpNe5HkaO\n",
      "6680                                                                                @LightUmUpBeast never watched pres think hes a dick like thunder though\n",
      "1139                               #Setting4Success Bells toll in Hiroshima as Japan marks 70 years since atomic bombing #News #smallbusiness #entrepreneur\n",
      "2603                  @DavidVitter Hi David in 2003 I saw the USA walk into a war that destroyed the lives of millions. You can prevent a repeat. #IranDeal\n",
      "438                                             I liked a @YouTube video from @slimebeast http://t.co/ulr6MyklnH Town of Salem | How to Win as The Arsonist\n",
      "5669                                                       Officials rescue 367 migrants off Libya; 25 bodies found - Fox News http://t.co/cEdCUgEuWs #News\n",
      "1197                                                                   Mmmmmm I'm burning.... I'm burning buildings I'm building.... Oooooohhhh oooh ooh...\n",
      "1253                                      @BigSim50 nah Philly pundits are half the cause. They set buildings on fire to report on buildings being on fire.\n",
      "5002           @UniversityofLaw For the people who died in Human Experiments by Unit 731 of Japanese military http://t.co/vVPLFQv58P http://t.co/eG1fsKqBv6\n",
      "3935                       RT grant_factory: #grants #funds Weymouth meeting on seawalls and flood grants set for Thursday night Û_ http://t.co/Th2WLilBmo\n",
      "654                                                                #breaking Firefighters battling blaze at east Cary condo building http://t.co/mIM8hH2ce6\n",
      "4872                                           Not only are you a mass murderer but at a movie theatre where niggas dropped bread to see a movie? Cmon man.\n",
      "3162           Came across this fire video not mine..enjoy..#fire #firemen #firetruck #emergency #rescue #911 #summertime #sirensÛ_ http://t.co/hcYAJsAcfJ\n",
      "3205                   @TfLBusAlerts @TfLBusAlerts The Drive in Ilford closed both ways while emergency services deal with a call out. Buses are now stuck.\n",
      "4503                                                                                                                            Hurricane 30STM quem lembra\n",
      "6279                A Warcraft 3-inspired mode is likely coming to Heroes of the Storm http://t.co/wz55NBYAO3 http://t.co/L7pMDmeJs1 http://t.co/mDP2nI1pQU\n",
      "1913                                                                        @TheComedyQuote @50ShadezOfGrey the thirst has no curfew ???????????? @P45Perez\n",
      "3871                SoloQuiero Maryland mansion fire that killed 6 caused by damaged plug under Christmas tree report says - Into the flames: Firefighte...\n",
      "5330                                                                 Pandemonium In Aba As Woman Delivers Baby Without Face (Photos) http://t.co/wRqF6U55hh\n",
      "5741                To All The Meat-Loving Feminists Of The World Riot Grill Has Arrived: Pop quiz! Which do you prefer: fem... http://t.co/KmndkFa7me #art\n",
      "545             Chevrolet : Avalanche LT 2011 lt used 5.3 l v 8 16 v automatic 4 wd pickup truck premium bÛ_ http://t.co/OBkY8Pc89H http://t.co/dXIRnTdSrd\n",
      "627                Does This Prepare Us? HHS Selects 9 Regional Special #Pathogen Treatment Centers #Bioterrorism #Infectious #Ebola http://t.co/Qmo1TxxDkj\n",
      "3708           @Luzukokoti it's all  about understanding umntu wakho. If you do and trust your partner then y OK u will know and won't fear to do anything.\n",
      "4976                   #3: TITAN WarriorCord 100 Feet - Authentic Military 550 Paracord - MIL-C-5040-H Type III 7 Strand 5/16' di... http://t.co/EEjRMKtJ0R\n",
      "5864                                                                                                               Don't let a few assholes ruin your night\n",
      "555                Kelby Tomlinson mild-mannered 2nd baseman for a great metropolitan team fights a never-ending battle for hits RBI and the #SFGiants way.\n",
      "538                        .@bigperm28 was drafted by the @Avalanche in 2005 (rd. 4 #124) overall. Played last season in @UtahGrizz. http://t.co/gPGTAfMKt0\n",
      "4175                                                       self harm// I'm so angry please tag your scars on tumblr jesus christ i dont wanna get triggered\n",
      "7036               Obama Declares Disaster for Typhoon-Devastated Saipan: Obama signs disaster declaration for Northern Marians a... http://t.co/BHZr9UgUs2\n",
      "1494                                                                          Human history becomes more and more a race between education and catastrophe.\n",
      "7535                                          Wreckage 'conclusively confirmed' as from MH370: Malaysia PM http://t.co/Rp2DxFKHDQ | https://t.co/akmIHLRIs1\n",
      "4079                                                 Thank you so so much to everyone for posting the rain and hail outside ... I had no idea guys ????????\n",
      "1071                                                                                                          Jen you da bomb girl! https://t.co/czQr3CI9Xw\n",
      "6481            #ArrestpastorNganga it so worrying 2 see how some police officers in Kenya have sunk to low to the point of collaborating with pick pockets\n",
      "1961                                                                                          @roughdeal1 ante hudhud cyclone Chandrababu Valle ne ante Ga?\n",
      "3370            Update: Bend FD says roofing co. workers accidentally cut through natural gas line in Post Office leading to evacuation for about a half-hr\n",
      "4972                                                         Have you read this awesome book yet?  The Two Trillion Dollar Meltdown  http://t.co/jPA6sajFE3\n",
      "2857                                                                        http://t.co/vYmnRnSThG: U.S. in record hurricane drought http://t.co/1mvSQG0XKE\n",
      "4246                                                                                 DLH issues Hazardous Weather Outlook (HWO)  http://t.co/a0Ad8z5Vsr #WX\n",
      "2478                     Thanks a lot roadworks men cos a tube strike wasn't disruptive enough so having to walk the desolate route from Tottenham to .....\n",
      "2505                                                             Why are you feeling desolate? Take the quiz: http://t.co/E9yfe3p7P1 http://t.co/8gZbGMMaa1\n",
      "961               Photo: Bath &amp; Body Works cosmetic bag in periwinkle blue with copper piping along the top and four corners.... http://t.co/A9BNlse6QB\n",
      "6949                                                                                  #BBShelli seems pretty sure she's the one that's going to stay! #BB17\n",
      "6224                                                                                                                                        Smoke eat sleep\n",
      "5028                                                                                                      DORETTE THATS THE NAME OF THE MUDSLIDE CAKE MAKER\n",
      "6023                                 Exploration takes seismic shift in Gabon to Somalia - WorldOil (subscription) http://t.co/kqVEVuutDJ #??????? #Somalia\n",
      "1403                                                                      A poignant reminder that in war there are many casualties. http://t.co/Mwmt3BdR5L\n",
      "7082                             Ancient Mayan Tablet found via http://t.co/LmUMzkLtln http://t.co/yebxxAryBF http://t.co/SRRUqfffr6 http://t.co/CadzxAgMSI\n",
      "1684                                                                                                   Maybe if the stars align maybe if our worlds collide\n",
      "2115                                                                                                                I feel like death...holy molys ????????\n",
      "5005              I remember when I worked at Mcdonalds I use to be hours late because we used military time and I use to mess up when I had to be there :/\n",
      "5318                  An outbreak of Legionnaires' disease in New York has killed at least 8 people @BI_Video http://t.co/eRJ7YANjXm http://t.co/vbRPeuJANL\n",
      "6355              'Jet fuel cant melt steel'\\n'The structural failure is illogical'\\n'The second plane crashing into the building is fake'\\n'It was a bomb'\n",
      "1683                     The Witches of the Glass Castle. Supernatural YA where sibling rivalry magic and love collide #wogc #kindle http://t.co/IzakNpJeQW\n",
      "4512                                                                The hurricane mixxtail kinda tastes like the watermelon four loko. ???????? @brittsand9\n",
      "3077                                                                                                                     The Sea Will Electrocute Us All ??\n",
      "3371              Evacuation Advisory for Swayback Ridge Area..voluntary-InciWeb:Mad River Complex Announcement http://t.co/vN73o4SGzJ #wildfires #calfires\n",
      "285                                                                                                       And so it begins.. day one of the snow apocalypse\n",
      "314                    @ENews Ben Affleck......I know there's a wife/kids and other girls but I can't help it. I've loved him since Armageddon #eonlinechat\n",
      "968                                    Check out Vintage Longaberger Floral Fabric Shoulder Cross Body Bag Brown Leather Strap http://t.co/FB8snRg4HU @eBay\n",
      "4774                                                       Lightning strike in the distance via /r/pics http://t.co/iDmhSwewQw #pics http://t.co/wwxcOB52zI\n",
      "2670                                                                                                @mwnhappy this message will self detonate in 5 4 3 2...\n",
      "5147                                        Aug. 5: The Fort Calhoun Nuclear Station is at 100% capacity today according to the NRC: http://t.co/pztbQImpuW\n",
      "5627                Refugee Connections Indiegogo campaign will be going live tomorrow! Support us and help launch the only online community for #refugees.\n",
      "1262                          Hinton city officials confirm multiple buildings on fire currently evacuating people on Main Street. We're on our way @OKCFOX\n",
      "675                                                                                                                           ?? Yes I do have 2 guns ?? ??\n",
      "7346                                                       California is battling its scariest 2015 wildfire so far - the Rocky Fire http://t.co/sPT54KfA9Q\n",
      "1155                                                                                        I think bombing Iran would be kinder... https://t.co/GVm70U2bPm\n",
      "58                                  They sky was ablaze tonight in Los Angeles. I'm expecting IG and FB to be filled with sunset shots if I know my peeps!!\n",
      "1051             Womens Handbags Cross Body Geometric Pattern Satchel Totes Shoulder Bags White http://t.co/qvSp6b2qSU http://t.co/0s6ydFrWDQ RT gasparcÛ_\n",
      "6744                                                           #TornadoGiveaway åÊ #thebookclub åÊ Join in!! http://t.co/LjOMCTUZFy https://t.co/2zGVSLOX5p\n",
      "7296                          My brother-n-law riooooos got the call to head up north and fight the wild fires. Dudes a beast atÛ_ https://t.co/463P0yS0Eb\n",
      "2605                      I liked a @YouTube video from @zaire2005 http://t.co/MulRUifnN1 SPECIALGUEST CRAPGAMER RECAP MICROSOFT DESTROYED SONY AT GAMESCOM\n",
      "2959             The Drowning Girl by Caitlin R. Kiernan Centipede Press Signed numbered Limited - Full reÛ_ http://t.co/m2YUXNqlqY http://t.co/V8GKkfMFXT\n",
      "4714                                     The sunset looked like an erupting volcano .... My initial thought was the Pixar short Lava http://t.co/g4sChqFEsT\n",
      "761                           Just realized my dude @_OnlyFTF was on that 'What Are Those' way before it blew up @ the tusky ?? game @robsimss @CantMissKid\n",
      "1288                                                        I joked about it but Wood has to be burned out from working so many innings so often. #CubsTalk\n",
      "3636                                       @dwilliams313  RT @Ieansquad: When you donÛªt know how to do fatalities in Mortal Kombat http://t.co/NU6wRp716d\n",
      "6205                                                                                                                                     I want to smoke ??\n",
      "4021                                                  BE CAREFUL anyone who lives west of Beaverton. Forest Grove has a rapidly spreading fire heading east\n",
      "5559                                                 @Calum5SOS you look like you got caught in a rainstorm this is amazing and disgusting at the same time\n",
      "6548                                                                                         How would I have survived without the mute option on whatsapp!\n",
      "6036                                                                                        Agency seeks comments on seismic permits http://t.co/9Vd6x4WDOY\n",
      "1785                                                                                              @daewony0406 alright now I'm gonna crash I'm so exhausted\n",
      "607            USATODAY: On today's #frontpage: #Bioterror lab faced secret sanctions. #RickPerry doesn't make the cut for FoxNewÛ_ http://t.co/xFHh2XF9Ga\n",
      "716                                                                                             now my nose is bleeding. the last one was like 10 years ago\n",
      "3789                                                                           Fire truck and ambulance in K3 Phase 3. Hope everyone's okay. #PrayForSaipan\n",
      "2856           LLF TALK WORLD NEWS U.S. in record hurricane drought - The United States hasn't been hit by a major hurricane in t... http://t.co/oqeq4ueGF8\n",
      "6152        @Siren_Song21 my pc account got hacked. Someone tried to pull out over 1200 bucks which wasn't there Now I have an nsf &amp; no idea who or why\n",
      "4748                                                                                                           The Lightning out here is something serious!\n",
      "1090               The Guardian view on the Hiroshima legacy: still in the shadow of the bomb | Editorial: The world longs to cas... http://t.co/ct2JUtvYTg\n",
      "7446                               Dr. Owen says four of Ferrell's ten bullet wounds were 'rapidly lethal' #KerrickTrial #TWCNewsCLT http://t.co/nNBEXhKlHr\n",
      "3014                 Storm headed towards Idaho Falls with blowing dust &amp; winds to 60 mph.  US HWY 20 &amp; I15 look out.  #idwx http://t.co/0cR74m1Uxm\n",
      "6079                       Does that sewer look like it's sinking to you? Is this what happens pre-sinkhole???? and I'm going insane http://t.co/heIekfcHdM\n",
      "2379                                                           Will @FoxNews continue to derail the Iran Nuclear Deal during tonight's #GOPDebate  oh yeah.\n",
      "1177                          #TrainTragedy - Happened in MP due to collapse of bridge now I m afraid to take a long distance train. http://t.co/JthusynJaH\n",
      "6284                 Severe T-storm Warning for Union County ~3:45pm. Top threats include heavy rain lightning &amp; damaging winds. http://t.co/XWOevMK0aA\n",
      "2897                                                                                           Some days I drown in my tears but I don't let it get me down\n",
      "3332              Trafford Centre film fans angry after Odeon cinema evacuated following false fire alarm: \\n Twitter users tell ... http://t.co/dZLENSe1Gw\n",
      "5260                                                       Refugio oil spill may have been costlier bigger than projected (LA Times) http://t.co/TCSoLvwhXq\n",
      "5261               California: Spring Oil Spill Estimate Grows: Documents released on Wednesday disclosed that an oil sp... http://t.co/zqiHnHDWPV #OSI2016\n",
      "2326                                                                                                    Demolished My Personal Best  http://t.co/ImULLBvUEd\n",
      "6552           'Planted 390 years ago' it was moved to U-S. This Bonsai Survived Hiroshima But Its Story Was Nearly Lost http://t.co/jID4RO34gb via @NatGeo\n",
      "7                                                                                               I'm on top of the hill and I can see a fire in the woods...\n",
      "4575                  @nalathekoala As a health care professional that deals all gun violence sequalae I consider suicides injuries accidents and homicides\n",
      "6303                                                                                                    NO WAYS!!! A video for 'Stretcher'?!  @Ofentse_Tsie\n",
      "4339                                0-day bug in fully patched OS X comes under active exploit to bypass password ... - Ars Technica http://t.co/53P4oOO1XN\n",
      "4487           Cont'd- #Sinjar: referring to a 40-pg document the group put together on the movt of #Yazidi hostages in the days following #IS massacre [2]\n",
      "2304                                                                                                                      Uribe demolished that ball ??????\n",
      "544                                                                                  Avalanche City - Sunset http://t.co/48h3tLvLXr #nowplay #listen #radio\n",
      "2333             Draw Day Demolition Daily football selection service that consistently makes money lay yoÛ_ http://t.co/637rc3qc8D http://t.co/teGAjMR8iL\n",
      "1156         Japan on Thursday marks the 70th anniversary of the atomic bombing of Hiroshima with the most senior official from Washington ever scheduleÛ_\n",
      "6133                                                                                                               What. The. Fuck. https://t.co/Nv7rK63Pgc\n",
      "6592                                                             Haley Lu Richardson Fights for Water in The Last Survivors (Review) http://t.co/oObSCFOKtQ\n",
      "5947                                                                If you are quiet enough you can literally hear the phandom screaming at the tyler tweet\n",
      "6066               #LoMasVisto THOUSANDS OF HIPSTERS FEARED LOST: Giant Sinkhole Devours Brooklyn Intersectio... http://t.co/qwtk1b2fMC #CadenaDeSeguidores\n",
      "4932                      The Campaign: Will Ferrell and Zach Galifianakis commit comic mayhem in this hilarious political farce. 4* http://t.co/tQ3j2qGtZQ\n",
      "4002               @ContactEnergy Yep. During floods of 1999 or 2000 - Clyde Dam releasing every bit of water it could. Most speccy!  EV charging your way?\n",
      "4615                  Tennis: Defending champ Svetlana Kuznetsova withdraws from Citi Open cites injury to her lower left leg (ESPN) http://t.co/iM2HdsKlq5\n",
      "3290                                     When there's a fire alarm going off in zehrs and we keep working for 20 minutes then decide to evacuate everyone..\n",
      "687           Turn on your radios #stoponesounds is live on your #airwaves http://t.co/g7S34Sw2aM &amp; 107.9 fm @StickyNYC @95roots  blazing all your hits\n",
      "2098               #PapiiChampoo What I enjoy most about the Obama era is the civility: Prez says GOP supports Iranian 'Death to ... http://t.co/jpU3es746I\n",
      "4322            #GamerGate 'Our entire attempt to hijack your community destroy your industry and scam everyone in sight was just sarcastic'.\\n\\nDrop dead.\n",
      "1892               A diamond is just a piece of charcoal that handled stress exceptionally well. We are hard pressed on every side but not crushed.2 cor4:8\n",
      "4016                                                                                                                                  Memphis always floods\n",
      "1122                                      Me trying to pass lax with my family ends up by me having to run after the ball after it gets bombed over my head\n",
      "7028               Obama Declares Disaster for Typhoon-Devastated Saipan: Obama signs disaster declaration for Northern Marians a... http://t.co/9i6CrCRq2m\n",
      "448                                                   http://t.co/pTKrXtZjtV  Nashville Theater Attack: Will Gun Grabbers Now Demand ÛÏHatchet Control?Û\n",
      "5377                                                               Panic! at the Disco is the best song by this is gospel (acoustic) http://t.co/VCq2icptKI\n",
      "5163                                         Watch Sarah Palin OBLITERATE Planned Parenthood For Targeting Minority Women! ÛÒ BB4SP http://t.co/Dm0uUpqGWY\n",
      "3678                                                                                                                 @FaTality_US need a team? We need one.\n",
      "3655                                                                    I fail to see how that would not bring the number of road fatalities down IMMENSELY\n",
      "1379                                                                                                     Californian Bush Fires 2015 http://t.co/rjdX29wosp\n",
      "7335                               California wildfire destroys more homes but crews advance http://t.co/7XQ8JrtL7I Free tool online http://t.co/J90dT2qnXb\n",
      "1564              NEWS FLASH!  Any decent billers been promoted to 'manager'? If so let me know as I want to watch your billings fall off a cliff.\\n#Humble\n",
      "2908                        Some older Native Australians believe that the oceans were created from the urine of an angry god who tried to drown the world.\n",
      "5048                                              'Up to 40% of businesses affected by a natural or man-made disaster never reopen'\\nhttp://t.co/35JyAp0ul9\n",
      "1502                                       The Catastrophic Effects of Hiroshima and Nagasaki Atomic Bombings Still Being Felt Today http://t.co/TzxeG4gOkD\n",
      "730                                                                                                             @Uptown_Jorge head up like yo nose bleeding\n",
      "342                Paul Craig Roberts ÛÒ Vladimir Putin Issues Major Warning But Is It Too Late To Escape A http://t.co/NVfKzv5FEx #brics #roberts #russia\n",
      "4369                                           Remove the http://t.co/2nS5TfnxpA and Linkury Browser Hijacker http://t.co/W2kVScbTLp http://t.co/tn8o00NrLP\n",
      "3900                  @SeanPeconi @Jason_Floyd @LynchOnSports @criscyborg I think the risk of losing and getting her nose flattened has a lot to do with it\n",
      "3529                                      DK Eyewitness Travel Guide: Denmark: travel guide eBay auctions you should keep an eye on: http://t.co/l9EKHNkBar\n",
      "507                   I attacked Robot-lvl 19 and I've earned a total of 6615434 free satoshis! http://t.co/DMLJ1aGoTw #robotcoingame #Bitcoin #FreeBitcoin\n",
      "7436                                                                                   @CharlesDagnall He's getting 50 here I think. Salt. Wounds. Rub. In.\n",
      "5584                                                         The Latest: More Homes Razed by Northern California Wildfire - ABC News http://t.co/lY8x7rqbwN\n",
      "4702                                                             Italy: Three dead after landslide in the Italian Alps: http://t.co/42MawZb8T9 via @YouTube\n",
      "6927                                                                                The trouble in one of Buffett's favorite sectors http://t.co/J4dqPFLMkR\n",
      "1520                                                                           Something Catastrophic Is Coming: Should We Tune Out? http://t.co/a8jZ5A26wi\n",
      "1409                  @Catwoman1775 Another shooting in a movie theater this is getting more crazier but I'm glad they got the shooter &amp; no casualties.\n",
      "717                                                       I have been bleeding into this typewriter all day but so far all I've written is a bunch of gunk.\n",
      "5467                                   #Reddit updates #content #policy promises to quarantine Û÷extremely offensiveÛª communities http://t.co/EHGtZhKAn4\n",
      "6331               Investigators have said a Virgin Galactic spaceship crash was caused by structural failure after the co-pilot ... http://t.co/imAWVMzs3A\n",
      "4108                                                                                                      Nice job Calgary transit ! http://t.co/RGOGUyt0LF\n",
      "5130           Nuclear #Solar Power #Japanese #Fukushima Reactor Energy Japan Temperature No. Fuel Pool More  http://t.co/YS3nMwWyVc http://t.co/AlpotNB7q3\n",
      "7261             Only been back 10 &amp; a whirlwind has hit jaiden started open his present straight away didn't even get chance get in &amp; sit down lol\n",
      "4696                                        So cool @GarbanzoBean23 in the news! Cutest INDOT worker but I might be a little bias ?? http://t.co/g7K9TqVQbk\n",
      "3872                Maryland mansion fire that killed 6 caused by damaged plug under Christmas tree report says - Into the flames... http://t.co/lKJFabQzb3\n",
      "5886             A sandstorm in Jordan has coated the Middle EastÛªs largest refugee camp in a layer of grit http://t.co/hVJmuuaLXV http://t.co/T8Nz6h9Zz4\n",
      "6406                                                            News: 'Islamic State claims suicide bombing at Saudi Arabian mosque' http://t.co/vIJfNHl630\n",
      "2774           $10M SETTLEMENT attained using our illustrations to help jurors understand the true devastation of internal injuries: http://t.co/2BaXg1WdPP\n",
      "5050                                                                            On the sneak America has us spoiled. A natural disaster will humble niggas.\n",
      "1851                                           My woman crush wedneday goes to the beautiful @taykreidler #loveyouuuu #aintsheperty https://t.co/WeMwdtFwiC\n",
      "2320            Home2 Suites offices are coming to Salvi's Bistro site: The former Salvi's Bistro will soon be demolished to makeÛ_ http://t.co/PAObgHv3C7\n",
      "4192                                                  CONFIRMED: Sanchez Hazard and Bolasie will be out for the rest of the season. https://t.co/7Ct01nEptL\n",
      "5190           WACKOES like #MicheleBachman predict the WORLD will SOON be OBLITERATED by a burning firey INFERNO but can't accept #GlobalWarming!! HELLO!!\n",
      "6948                                                                                                                          she keep it wet like tsunami.\n",
      "623            @MeyerBjoern @thelonevirologi @MackayIM of a major American newspaper running a series on all the alleged bioterrorism research going on 2/n\n",
      "5211                                                                                             Just absolutely obliterated a moth my new purchase is boss\n",
      "5077                Patriot Survival Guide: Do you know how survive when the governments collapse or other natural disaster happens? http://t.co/QhtoerhDkM\n",
      "5934                        i'm sorry i'm so wild in 1d shows like in my wwa show niall started singing steal my girl I literally screamed shut the fuck up\n",
      "6857                                                                                   Author Interview Michele Rosenthal-author of Your Life After Trauma.\n",
      "7325               Does the #FingerRockFire make you wonder 'am I prepared for a wildfire'. Find out at http://t.co/eX8A5JYZm5 #azwx http://t.co/DeEeKobmXa\n",
      "5438                                                                           Vinnie Jones goes on the beat with Northumbria Police http://t.co/UP30AQgnLf\n",
      "2198               Interesting: MH370: Aircraft debris found on La Reunion is from missing Malaysia Airlines ... - ABC ... http://t.co/950xIJhnVH Please RT\n",
      "4701                  #Flashflood causes #landslide in Gilgit #Pakistan Damage to 20 homes farmland roads and bridges #365disasters  http://t.co/911F3IXRH0\n",
      "5509               #hot  Reddit's new content policy goes into effect many horrible subreddits banned or quarantined http://t.co/nGKrZPza45 #prebreak #best\n",
      "5275            Refugio oil spill may have been costlier bigger than projected http://t.co/EFCn9IVNfg A Plains All American Pipeline oil spill off the SÛ_\n",
      "251             U.S National Park Services Tonto National Forest: Stop the Annihilation of the Salt River Wild Horse... https://t.co/sW1sBua3mN via @Change\n",
      "6527                                                          #Autoinsurance industry clueless on driverless cars : #healthinsurance http://t.co/YdEtWgRibk\n",
      "1711                An Eau Claire man who police said was drunk when his SUV collided with a train was sentenced in Chippewa County: http://t.co/kQpkY7Dthj\n",
      "6958                              'Anyway' the old lady went on 'I have something to ask of you - and you alone.' THE COMING TSUNAMI http://t.co/tYeWZf3hqA\n",
      "1123                                                                 I liked a @YouTube video http://t.co/FX7uZZXtE4 Benedict Cumberbatch Gets Video Bombed\n",
      "822                                   @blizzard_fans Lucio!! Let's get the #overwatch hype train rolling some more!! Caution though there aren't any breaks\n",
      "2939                                                                                                @_itsdanie_ noooo?? I almost drowned you once tho :))))\n",
      "34                                                                                                                       Crying out for more! Set me ablaze\n",
      "6138                                                                        ? #nowplaying SONG TO THE SIREN - JOHN FRUSCIANTE (2009) http://t.co/00cY9vXEFF\n",
      "3480              MORE--&gt;OSHA officers on siteinvestigating Noranda explosion -KFVS12 News Cape Girardeau Carbondale Poplar Bluff http://t.co/Pxyh7zo7vT\n",
      "5801              @Georgous__ what alternatives? Legal alternatives? Protesting? Rioting may not be the most peaceful thing but it's a demonstration of how\n",
      "5683                                                                                          18 bovines rescued 3 smugglersåÊnabbed http://t.co/E7fn5G5rUu\n",
      "6575           #WorldNews\\n Fears over missing migrants in Med - BBC News - Home:\\nRescuers search for survivors after a boat carr.. http://t.co/iJoBZ3MZp0\n",
      "1793                                                                                                                      I let another love crash and burn\n",
      "4080                                                                                                           @chojo everyone hail to the pumpkin king!!!!\n",
      "6516                                                                                          In a dream you saw a way to survive and you were full of joy.\n",
      "3491  #cum explosion!\\n\\n@begforcum \\n@allday_cumshots \\n@cumcovered \\n@sexycumshots \\n@Cumtown\\n@BJ_Nutt\\n@cumslut_2\\n@GirlsLoveCum http://t.co/2CX1yjjoZ9\n",
      "712                                                                       Ways so archetype a bleeding well-grounded readiness: FpOJ http://t.co/WXbrArc7p3\n",
      "3720                                                    'By replacing fear of the unknown with curiosity we open ourselves up toÛ_ https://t.co/qRHng6kJ1C\n",
      "4506                            Hurricane Dancers: The First Caribbean Pirate Shipwreck\\nMargarita Engle - Henry Holt and Co. (BYR). http://t.co/i7EskymOec\n",
      "4806                    Moved on to 'Bang Bang Rock and Roll' by @Art_Brut_ . It's been too long since I've played this one loud. ART BRUT TOP OF THE POPS.\n",
      "2097                                                                       A Year Later Ferguson Sees Change but Asks if ItÛªs Real http://t.co/H9vmMDEbDx\n",
      "1576                                                                                                                          I hope they fall off a cliff.\n",
      "5075                                        @BookTubeAThon A world in which people aren't dying from natural and supernatural disaster and war most likely.\n",
      "5459             #helpme what do I do? My friend has been ticketed by Police in Wayne County Michigan into never- sending poverty cycle. How do I help him?\n",
      "1221                          like for the music video I want some real action shit like burning buildings and police chases not some weak ben winston shit\n",
      "1322                                                                                                               Why put out a fire that's still burning?\n",
      "4740            Check This Deal : http://t.co/uOoYgBb6aZ Sivan Health and Fitness Basalt Lava Hot Stone Massage Kit with 36 PieceÛ_ http://t.co/JJxcnwBp15\n",
      "4181                                           @LongBreastYat Yeah I don't think he's elite either I think Hazard is the better player too. But not by much\n",
      "7026               abcnews - Obama Declares Disaster for Typhoon-Devastated Saipan: Obama signs disaster declaration for Northern... http://t.co/mg5eAJElul\n",
      "7168                                                                                                       Packing for CT aka my room looks like a war zone\n",
      "5601                                                          George Njenga the hero saved his burning friend from a razing wildfire http://t.co/Ywkk26arAG\n",
      "5900                                                            Watch This Airport Get Swallowed Up By A Sandstorm In Under A Minute http://t.co/qr6BtDCqCj\n",
      "28                                                                                                                                                Cooool :)\n",
      "5562               Landslide in Italian Alps kills three: ROME (Reuters) - Three people were killed when a severe rainstorm in th... http://t.co/SmKZnF52Za\n",
      "7181                                              Fur Leather Coats sprite &amp; weapon of choice was a lifestyle chosen back in '02 http://t.co/N9SNJMEVI6\n",
      "4396                                #hot  Funtenna: hijacking computers to send data as sound waves [Black Hat 2015] http://t.co/wvTPuRYx63 #prebreak #best\n",
      "2174                 The debris found on Reunion Island was from flight #MH370. The mystery behind that plane disappearance could be better than any novel.\n",
      "3126            Watching a man electrocuted on the roof of #mumbailocals is definitely a lesson.. People please learn!! #lessonforlife #marinelines #mumbai\n",
      "3551                                                                'Food crematoria' provoke outrage amid crisis famine memories... http://t.co/REsxAvgpyJ\n",
      "4067                                          U.S. Forest Service says spending more than half of budget on fires: By Ian SimpsonÛ_ http://t.co/UyYYrKd6q3\n",
      "2355                                                                          Doing Giveaway Music Kit Dren Death's Head Demolition: http://t.co/fHKhCqPl7j\n",
      "3501            New Explosion-proof Tempered Glass Screen Protector Film for Blackberry Z10 - Full read byÛ_ http://t.co/hQZFcXxRsB http://t.co/0VWPdIzckO\n",
      "554                                                                  #Tb #throwback ??\\n\\n??~ You want a battle? Here's a War! ~ ?? https://t.co/B0ZJWgmaIW\n",
      "7380                                      My precious olive tree lost this battle...another crazy windstorm in #yyc! @weathernetwork http://t.co/N00DVXEga2\n",
      "3660                                                 Driver fatalities down on Irish roads but pedestrians and cyclists at more risk http://t.co/E7OJhpdfG2\n",
      "2927                                              @Stephen_Georg Hey Stephen Remember that time you drowned all the yellows\\n\\nRead: http://t.co/0sa6Xx1oQ7\n",
      "1454                                                   @reriellechan HE WAS THE LICH KING'S FIRST CASUALTY BLOCK ME BACK I HATE YOU! http://t.co/0Gidg9U45J\n",
      "6379                               //./../.. Pic of 16yr old PKK suicide bomber who detonated bomb in Turkey Army trench released http://t.co/fqSk7QCawO -/\n",
      "3841                                          Vampiro going through the table of flames #UltimaLucha #LuchaUnderground @Elreynetwork http://t.co/Ox6OUw3Yut\n",
      "1691         When Houston and NYC collide. ?? @pageparkescorp @chloeunguyen @laurensicle @charstevens97 @tiara_marei #gemma #boweÛ_ http://t.co/9wowPs78VD\n",
      "3957                                                                  #Laos flooding -10 villages underwater World Vision responding http://t.co/8fvQRizOUX\n",
      "6855                                                       Trauma injuries involving kids and sport usually cycling related - CBC.ca http://t.co/0dQjereTXU\n",
      "5000                                        13 reasons why we love women in the military   - lulgzimbestpicts http://t.co/IAPvTqxLht http://t.co/WAMKRe6CKD\n",
      "2358                                                                                   @Treyarch @DavidVonderhaar  bring back demolition and head quarters.\n",
      "301           Short Reading\\n\\nApocalypse 21:1023 \\n\\nIn the spirit the angel took me to the top of an enormous high mountain and... http://t.co/v8AfTD9zeZ\n",
      "1614                                                                                                 Correction: Tent Collapse Story http://t.co/S7VYGeNJuv\n",
      "4186                                                                      @phiddleface NOT IF THERES A CHOKING HAZARD!!! ???? dont die before i get there!!\n",
      "2130            This why BSF Jawans died Fidayeen has AKs and they bloody #INSAS! INSAS rifles not to blame for soldiers' deaths MoD http://t.co/1Lk1EQwyUW\n",
      "745                                                                                                 A rave wedding ? Am I seeing this  my eyes are bleeding\n",
      "6852                                          @PTSD_Chat Yes. I feel the root of that is Shame - which can be found in the rubble of most trauma. #PTSDchat\n",
      "6412                                                                 Suicide bomber kills 15 in Saudi security site mosque - Reuters http://t.co/37DqvJHNCv\n",
      "5883                                                            Watch This Airport Get Swallowed Up By A Sandstorm In Under A Minute http://t.co/GaotrG4mTr\n",
      "5287               Families to sue over Legionnaires: More than 40 families affected by the fatal outbreak of Legionnaires' disea... http://t.co/2Mwc9YWjZy\n",
      "5177                                         Watch Sarah Palin OBLITERATE Planned Parenthood For Targeting Minority Women! ÛÒ BB4SP http://t.co/fqMYprlG9g\n",
      "3657                           .@KurtSchlichter Yep considering that *millions* of Japanese fatalities were projected for Downfall. @_FreeMarketeer @dibang\n",
      "141                                          family members of osama bin laden have died in an airplane accident how ironic ?????? mhmmm gov shit i suspect\n",
      "1342                    Hero's fight wars and save ppl from burning buildings etc I'm sorry but u gotta do more than pay 4 a sex change be4 I call u a hero\n",
      "3042                #USGS M 1.2 - 23km S of Twentynine Palms California: Time2015-08-05 23:54:09 UTC2015-08-05 16:54:09 -07:0... http://t.co/kF0QYBKZOL #SM\n",
      "1347                   Attempting Delany's Dhalgren in beastly NY heat. Downing hot coffee amongst descriptions of buildings burning for days without ruin.\n",
      "7250                                                               Death certificates safes weapons and Teslas: DEF CON 23 #Security http://t.co/KMDQm3NlnS\n",
      "5482                                                                         RT @WIRED: Reddit will now quarantine offensive content http://t.co/zlAGv1U5ZA\n",
      "98                                                                                                    @flowri were you marinading it or was it an accident?\n",
      "347                                                 One Direction Is my pick for http://t.co/q2eBlOKeVE Fan Army #Directioners http://t.co/eNCmhz6y34 x1402\n",
      "6042            ENGLAND EAST COAST. Dogger Bank Westward. 1. Seismic survey in progress by M/V Western Regent towing a 8400 metre long cable within areaÛ_\n",
      "1532             .@david_cameron Stop upsetting this bee! Listen to science not chemical companies #savebees https://t.co/NDJja4D5O8 http://t.co/l7BJSq0Y2o\n",
      "6325                                                                                        ÛÏStretcher in 5 min // Speaker DeckÛ http://t.co/7qPG80uD7v\n",
      "54                       Noches El-Bestia '@Alexis_Sanchez: happy to see my teammates and training hard ?? goodnight gunners.?????? http://t.co/uc4j4jHvGR'\n",
      "5041                                                                                                          @MarianKeyes Rubber Mudslide! Still laughing!\n",
      "5757                                Retweeted Sarah Silverman (@SarahKSilverman):\\n\\nSoundtrack of my walk starts w Tracey Ullman They Don't Know.  perfect\n",
      "781               @DaMidnighter theres actually a theory out there that the magisters arent the only reason for the blight\\nthat dwarves (the ones from the\n",
      "1289                 Mad River Complex fires have burned 14028 acres 8% contained: The Mad River Complex fires in Trinity County ... http://t.co/LfNIPpNOtO\n",
      "669                                     Property losses from #California wildfire nearly double as week-old blaze rages: The fireÛ_ http://t.co/MsdizftZ2g\n",
      "4857                You happen to conveniently 'forget' about how you Zionists revere and 'honour' mass murderer Baruch Goldstein.  https://t.co/3KOB7xBeA0\n",
      "575              USA TODAY: .@FedEx will no longer to transport bioterror pathogens after ... - http://t.co/iaDlSlqdpd #NewsInTweets http://t.co/o8y1suL4Ow\n",
      "7558                                                                                                               coleslaw #wrecked http://t.co/sijNBmCZIJ\n",
      "7294                                           As wild fires blacken northern California parched Harris County becomes tinder box.  https://t.co/i2lwTy5YuP\n",
      "2943                              I want to see my @AustinPearcy22 so bad its not even funny. I will probably cry and drowned him in kisses when I do. ????\n",
      "79                                                              the pastor was not in the scene of the accident......who was the owner of the range rover ?\n",
      "5335                                                                                World Class Tgirl Ass 02 - Scene 4 - Pandemonium http://t.co/iwCu3DgI1a\n",
      "662                                                                             looks like a year of writing and computers is ahead. http://t.co/CyXbrZXWq4\n",
      "1758                                                                        Westminister Sr22 W / Knott St **Trfc Collision-No Inj** http://t.co/EUmlca1Edw\n",
      "6261                                                                                             So this storm just came out of no where. .fuck me its cool\n",
      "3353                                                                    Entire town of Roosevelt Wash. evacuated because of wildfire http://t.co/CmwEIojJ55\n",
      "596              #NowPlaying at #orchardalley in #LES of #nyc 'bioterror- manufactured fear and state repression' @abcnorio #gardens http://t.co/Ba2rRXUgsG\n",
      "6807              Rly tragedy in MP: Some live to recount horror: ÛÏWhen I saw coaches of my train plunging into water I called ... http://t.co/21hsrrqZOu\n",
      "3492                                                        Saddle with accountable information explosion tips pro preferable financial top brass: tawFMCAw\n",
      "6910                                                                          Budget? Oh I am in trouble... but yes I would agree. #VarageSale  @Candace_Dx\n",
      "3104           'Why am I being constantly electrocuted?' 'I don't know. Are you by chance standing next to a cactus?'#Borderlands #Borderlands2 #OOCVG #FTW\n",
      "44                                                             I wanted to set Chicago ablaze with my preaching... But not my hotel! http://t.co/o9qknbfOFX\n",
      "3207                 Join the Providence Health &amp; Services team! See our latest #Nursing #job opening here: http://t.co/i3hZemlDpU #Torrance CA #Hiring\n",
      "2479                                'What we perceive burns faintly like a sputtering candle before the vast desolate glacier of Eternity'\\n\\n-Sister Gyrsi\n",
      "7510            #Australia #News ; RT janeenorman: 'High probability' aircraft wreckage is from #MH370 according to Deputy Prime Û_ http://t.co/cdOHgnJmsT\n",
      "6337                                  Virgin galactic crash: early unlocking of brakes triggered structural failure - Irish Examiner http://t.co/ocMCvfDZkv\n",
      "4694                                                                  Got it winning by a landslide those the perfect words cause I got it out the mud.....\n",
      "4272                               Heat wave adding to the misery of internally-displaced Gazans http://t.co/jW3hN9ewFT via @PressTV http://t.co/NYWrkRQ7Kn\n",
      "1862                                                    When you're girlfriend is completely gorgeous???? @ woman crush &amp; stuff https://t.co/ycwAULQz3U\n",
      "2981             The Drowning Girl by Caitlin R. Kiernan Centipede Press Signed numbered Limited - Full reÛ_ http://t.co/McSEK4hX5S http://t.co/IIfGaZ0Fil\n",
      "3677                                                                                                        They are making a Bad Boys 3 and 4!! A must see\n",
      "7353               #IDFire Cherokee Road and Road 22 (Three Sisters Wildfire): There are two roads closed to the general public: ... http://t.co/UORXfF0NfX\n",
      "2657                                                                        Real Hip Hop: Apollo Brown Feat M.O.P. - Detonate \\n#JTW http://t.co/cEiaO1TEXr\n",
      "94                                                                                                        Suffield Alberta Accident https://t.co/bPTmlF4P10\n",
      "2837            #Myanmar  Displaced #Rohingya at #Sittwe point of no return http://t.co/qegMRhSms2  #Prison like conditions #genocide @IHHen @MSF @Refugees\n",
      "3733             The number of people denying climate change on the polar bear article makes me fear for the future of the US but also humanity in general.\n",
      "6483                                                                                 The feeling of lonelyness has sunk into me strange depressing feeling.\n",
      "3076                                                                                         @ZXAThetis 'Are you okay?! I electrocute you TOO badly right?'\n",
      "2019                                                                                                                     This real shit will damage a bitch\n",
      "2589                Flood: Two people dead 60 houses destroyed in Kaduna: Two people have been reportedly killed and 60 houses ut... http://t.co/BDsgF1CfaX\n",
      "1703              Police investigating after an e-bike collided with a car in Little Portugal. E-bike rider suffered serious non-life threatening injuries.\n",
      "3289          'So again make sure to evacuate past the fire doors. Any questions? Yes?'\\n'Why would we open the doors to the fire!!?!??!?'\\n\\nI...I..I cant\n",
      "911                                                                                                              Meet the bloody RS5 http://t.co/RVczMimfVx\n",
      "6777                                                                            shit is hard to get over but sometimes the tragedy means it's over soulja..\n",
      "166                                                                                    My phone looks like it was in a car ship airplane accident. Terrible\n",
      "5450                                   Police kill gunman at Nashville movie theatre - Times of India: Times of India Police killÛ_ http://t.co/K8BExkgwr2\n",
      "7072                                                   Loan Upheaval Is The Way In Which Oneself Can Save Your House Leaving out Being Foreclosed On...TEJc\n",
      "6336                              3. excessive engine failure rate significant maintenance constantly emerging structural defects. Phew that's a lot I say.\n",
      "188                               @TheNissonian @RejectdCartoons nissan are you ok do you need medical assistance i can call an ambulance if you need me to\n",
      "291                                                                @alexandrapullin It is indeed. If the apocalypse comes this week I know where I'll be :)\n",
      "1829                                     Pakistan says army helicopter has crashed in country's restive northwest killing at least 8 http://t.co/QV1RMZI3J1\n",
      "4538                                                                                                         @chikislizeth08 you're not injured anymore? ??\n",
      "5895                                                            Watch This Airport Get Swallowed Up By A Sandstorm In Under A Minute http://t.co/sEquWmvFx4\n",
      "2331                                                                         EPA begins demolition of homes in toxic area #Buffalo - http://t.co/noRkXBRS6G\n",
      "33                                                                       #AFRICANBAZE: Breaking news:Nigeria flag set ablaze in Aba. http://t.co/2nndBGwyEi\n",
      "3610               11-Year-Old Boy Charged With Manslaughter of Toddler: Report: An 11-year-old boy has been charged with manslaughter over the fatal sh...\n",
      "4281              weather warfare Follow the Money This Government Is What Our Founding Fathers Were Warning Us About The Weather... http://t.co/TgtCRU8jiO\n",
      "3840            *NEW* Snap On Tools Black baseball Hat/Cap Silver/Gray Embroidered S Logo Flames - Full reÛ_ http://t.co/U3WAO8asFg http://t.co/hC6hZs4wSI\n",
      "2600                               A person who blows himself up to kill others has no life in heaven because his ethereal body gets destroyed by doing it.\n",
      "6641                                                                                                   @rahulkanwal why  Jammu is soft target for terrorist\n",
      "2689             Do you want to play a game?\\nhttp://t.co/sQFp6Ecz0i\\nIts a GoogleMaps mashup that calculates the effects of the detonation of nuclear bomb\n",
      "1028                                   you know you hate your body when you buy 2 bags of chips and a variety pack of fruit snacks and a redbull as a snack\n",
      "1534             THE CHEMICAL BROTHERS to play The Armory in SF tomorrow night!: EMERGENCY BAY AREA EDM ANNOUNCEMENT ÛÒ THE CHEM... http://t.co/wBoGs8EjSj\n",
      "6783                       'Sometimes God uses sorrowful tragedy to set the stage for glorious redemption.' -David Platt Run forÛ_ https://t.co/86V81dv00E\n",
      "2025                                                                                                           Danger of union bears http://t.co/lhdcpNZx6A\n",
      "1749                                                                     2 dead 2 injured in head-on collision on Kenai Spur Highway http://t.co/hbbGY2vZYt\n",
      "1750                    Motorcyclist bicyclist injured in Denver collision on Broadway: At least two people were taken to a localÛ_ http://t.co/ozK1QHJVfh\n",
      "6294                                                          @Coach_Keith44 @HannoMottola @TRPreston01 @mlrydalch no but a stretcher would have been nice.\n",
      "4586                                                                        The injuries are starting!!! Please @dallascowboys stay healthy!!! ????????????\n",
      "1002                                      @amaramin3 Meek is definitely capable of body bagging his ass on the track Drake was just smooth as fuck with it!\n",
      "4017                             Floods cause damage and death across Asia | All media content | http://t.co/a2myUTpDiQ | 05.08.2015 http://t.co/XrSkT0s9lz\n",
      "3865                                                                                  @AWickedAssassin want to burst into flames! *Anna hugged him tightly*\n",
      "1692                                  This setlist from @collideworship_ this past Sunday was powerful! What song was your favorite? http://t.co/vNzyBFGZcm\n",
      "645                                                                                                                                  @Shayoly yes I love it\n",
      "2586                                                                                                                  @_RedDevil4Life_ @ManUtd destroyed!??\n",
      "1681                          I liked a @YouTube video from @gassymexican http://t.co/lPgFqnpjd3 WHEN REALITIES COLLIDE! (Life Is Strange Hilarious Glitch)\n",
      "5391                                                          I had school today and I've already had a panic attack. Thank you high school for sucking !!!\n",
      "4032                                                                               Fire in Pisgah National Forest grows to 375 acres http://t.co/dao9AZEUcr\n",
      "1392                                           That triumphant moment when you cook up two eggs over easy with no yolk casualties ?? http://t.co/fQJ5Aga1pd\n",
      "5123         Germany has  39 gigawatts of installed solar capacity\\n_One gwatt is about equal to the capacity of a nuclear reactor.\\nhttp://t.co/leCZOlkmSV\n",
      "4423                                                                                 I always tell my mom to bring me food or I will hold her cat hostage??\n",
      "1394                Another movie theater attack..close to home this time. Thankful for no casualties. Life will go on because we cannot allow evil to win!\n",
      "4984                                                                                            @kiranahmedd US military and Nato are fighting Talibans too\n",
      "4471               C-130 specially modified to land in a stadium and rescue hostages in Iran in 1980:    submitt... http://t.co/nbugSMqLRG #aviationaddicts\n",
      "2106                                                                                https://t.co/eCMUjkKqX1 @ArianaGrande @ScreamQueens \\nKatherine's Death\n",
      "2470                                                    #ModiMinistry Railway Minister Prabhu calls MP derailment a natural calamity http://t.co/tL41olpAkZ\n",
      "4899                                                                                          Don't mess with my Daddy I can be a massacre. #BeCarefulHarry\n",
      "1235                                                            Multiple Buildings On Fire In Downtown Hinton http://t.co/P6kdh0p0Sp http://t.co/WaetKGsZA9\n",
      "4128                                 If you're gonna take a break at work.... you gotta do it right! #CarlilesCanoeLivery #LoveMyJob http://t.co/Zo8RsqURa2\n",
      "5966                                  '[+54 -9] How do people not know who Kendall Jenner is? She has 6 times the Instagram followers of GD' SCREAMING LMAO\n",
      "2000                        @BradleyBrad47 the saw is fast af and does great damage i upgraded it a shitton and used it exclusively for a whole playthrough\n",
      "2917                                                                                                        Going to go drown my sorrows with sad music brb\n",
      "6107                                                        So happy to be exercised of the demon of @ATT. Price kept rising service kept sinking. #goodbye\n",
      "6827              #entertainment Hollywood movie about trapped miners released in Chile: SANTIAGO Chile (AP) ÛÓ The Hollyw... http://t.co/C22ecVl4Hw #news\n",
      "1717                                          The 2 cars right in front of me collided and If I hadnt stopped in time it would've been me too. #ButGod ????\n",
      "1936                                                               People really still be having curfew even when they're 18 &amp; graduated high school ??\n",
      "899            Bloody hell what a day. I haven't even really done anything. Just. Tired. Of everything. Thought vaca would help but it only did so much. =/\n",
      "2624                  #Putin decree results in destruction of 10 tons of imported cheese near Russia-Ukraine border. RT @Independent http://t.co/K3pnNktlXh\n",
      "1125                                                                              You just got GIF bombed #AfricansInSF #BeyondGPS  https://t.co/ETdGPIwxtI\n",
      "1232                             Fire hazard associated with installation of non-compliant external cladding on http://t.co/4I0Kz2aKly - By @www.cbplawyers\n",
      "5035                                                                                                                              @UrufuSanRagu a Mudslide?\n",
      "6287                                                                                 The sky's clear the storm has passed but it's still raining in my head\n",
      "1773                                                                  Motorcyclist bicyclist injured in Denver collision on Broadway http://t.co/ZL7ojdAj3u\n",
      "3727            Couples having less sex... for fear it'll be a let down: Internet movies and books saying how sex 'ought to be' pÛ_ http://t.co/c1xhIzPrAd\n",
      "1230                             Fire hazard associated with installation of non-compliant external cladding on http://t.co/bTPQdehl3p - By @www.cbplawyers\n",
      "1131                                                     The United Kingdom and France are bombing Daesh in Syria - Voltaire Network http://t.co/zYSsObXNtC\n",
      "382                             Thousands attend a rally organized by Peace Now protesting the arson attack that took the life of an http://t.co/bvCKd9pdTi\n",
      "3612                                                                                  Boy 11 charged in fatal shooting of 3-year-old http://t.co/FJ7kcRliR7\n",
      "4399                                #hot  Funtenna: hijacking computers to send data as sound waves [Black Hat 2015] http://t.co/nQiObcZKrT #prebreak #best\n",
      "6937                         Reddit's new content policy shows that maybe Reddit can't have it all http://t.co/YO3T8qho9h via @nkulw http://t.co/8oDTzMvqaR\n",
      "4193                                                                   @ThatPersianGuy @YOUNGSAFE ?? Eden Hazard as Harden is spot on flopping is identical\n",
      "674                                         3 Bedrooms 1 Baths for sale in 29 Palms CA. (http://t.co/QMS8RRESsd)\\n(YouTube Video:... http://t.co/zLa30jCsSQ\n",
      "7312                               Firefighters from Connecticut are headed to California to fight wild fires http://t.co/QWpUxPyWbF http://t.co/8jlXZ6fkxy\n",
      "5170                                                                           @holymileyray @moonIighthunty Focus on Me is going to obliterate careers tea\n",
      "255                                                                    Are souls punished withåÊannihilation? http://t.co/c1QXJWeQQU http://t.co/Zhp0SOwXRy\n",
      "2168                             #?? #?? #??? #??? MH370: Aircraft debris found on La Reunion is from missing Malaysia Airlines ...  http://t.co/q1GlK8plUD\n",
      "6930                  @cspan #Prez. Mr. President you are the biggest terrorist and trouble maker in the world. You create terrorist you sponsor terrorist.\n",
      "5675             @TennoAtax I hand you a glass of water and sit down. 'I was rescued by a Tenno. I've lived in my ship around the dojo for about a year...'\n",
      "6026                                                                   @marek1330 *Zar cringes at the blows but doesn't let Marek go* *He uses Seismic Toss\n",
      "4554                               4 dead dozens injured in Gaza blast near house leveled in summer war - http://t.co/L53OABEqc9 via http://t.co/q3Izqdk1n0\n",
      "1669                                      Stepped outside with a drink and a cigarette and immediately locked eyes with a jogger. Worlds really do collide.\n",
      "4549            Offers : http://t.co/Gl3C1vc88P #8392 Deluxe Toilet Safety Support/Health/Home/Bathroom/Support/Elderly/Injured/SÛ_ http://t.co/vihdoKScCC\n",
      "7342                                                                               I honestly wonder what it is that I had to do so wrong to lose everyone.\n",
      "1457                  Japan had a nuke program (albeit unsuccessful) and the casualty estimates for a ground war were in the tens of millions. @MacKinnon08\n",
      "840                                                                                                                        @TCGReno just hard reset my Xbox\n",
      "1817            @brianroemmele UX fail of EMV - people want to insert and remove quickly like a gas pump stripe reader. 1 person told me it crashed the POS\n",
      "1317                                                                 Now playing: Boat Club - Memories on London Burning Web Radio - http://t.co/umtNNImTbM\n",
      "6724                           Severe Thunderstorm Warning including Russellville AR Clarksville AR Dardanelle AR until 10:15 PM CDT http://t.co/n844h1ASPj\n",
      "2159                     Walmart is taking steps to keep children safe in hot vehicles. Take a look at the innovative car seat here! http://t.co/z3nEvGlUFm\n",
      "6865                                                                                                            I need to plan a trip to Cleveland soon! ??\n",
      "383                                                                                                                         Add Familia to the arson squad.\n",
      "7299              Some great footage of STRONG work from San Bernardino County Fire who is also working the wild fires right now.... http://t.co/QCYQHvn2Ha\n",
      "5943                                                                                                  I JUST SCREAMED @toddyrockstar http://t.co/JDtPirnm76\n",
      "5790       `bbcnews The Ass. of British Insurers says rioting will cost insurers  &amp;#163;163;millions. But police numbers are reduced by blind fat contr\n",
      "4189                              So now that Di Maria has left my dear #mufc  back to the Hazard-Di Maria argument.... I'd say Hazard is way better ?? idc\n",
      "4365                                           Remove the http://t.co/l4wJHz4AJ6 and Linkury Browser Hijacker http://t.co/KMgDv7VSAz http://t.co/byTsfms7Md\n",
      "3821                                                                Juneau Empire - First responders turn out for National Night Out http://t.co/94UYT4ojYK\n",
      "2582                                             Black Eye 9: A space battle occurred at Star O784 involving 3 fleets totaling 3941 ships with 13 destroyed\n",
      "7344                                  Wildfire near Columbia River town is 50 percent contained http://t.co/gzGpWSqyMW #FireNews #WA http://t.co/ay49MTYyL8\n",
      "1628                   åÈMGN-AFRICAå¨ pin:263789F4 åÈ Correction: Tent Collapse Story: Correction: Tent Collapse story åÈ http://t.co/fDJUYvZMrv @wizkidayo\n",
      "1885                                                                                                              BHAVANA'S MOM HAS CRUSHED EVERYONE'S SOUL\n",
      "2043             @TurnedonFetaboo @HSjb215 Check out this #rockin preview of @ClaytonBryant Danger Zone Coming soon! https://t.co/E1wrVyZFKV #ArtistsUnited\n",
      "1135               Today marks the 70th anniversary of the bombing of Hiroshima a city I visited and was humbled by in November 2013 http://t.co/AcC1z5Q9Zw\n",
      "5369                                                            i just drove with both my parents in the car lmao that was a panic attack waiting to happen\n",
      "4822                                                                                   @D1ff3r3nt1sG00d @RiceeChrispies What if he committed a mass murder?\n",
      "125                        Sometimes you face difficulties not because you're doing something wrong but because you're doing something right. - Joel Osteen\n",
      "6105                                                                               Û¢Û¢If your lost &amp; alone or your sinking like a stone carry onå¡å¡\n",
      "6899                          ÛÏ@_keits: @LIVA_GOTTA get a gold chain you'll understandÛ\\n\\nOne boy gave me one and my neck went green It traumatised me\n",
      "6708                                                Severe Thunderstorm Warning for Oklahoma County until 10:30pm. Radar here: http://t.co/2HV2y2M2oZ #okwx\n",
      "4324            @dreamoforgonon @TeeEss not to hijack but as a bona fide cislady I can confirm this as true; incidental homosexuality =/= gay/bi for women.\n",
      "792             City program to help turn blight into greenspace: The Tennessee Housing DevelopmentÛ_ http://t.co/ZZcbBQyJ1q  #news http://t.co/KKSgHsblFH\n",
      "2945                                                  Hundreds feared drowned after another Mediterranean asylum seeker boat sinking http://t.co/zsYkzj2bzG\n",
      "2652                                                                                             @MythGriy they can't detonate unless they touch the ground\n",
      "6014                                                                    @harveymaine AAAA ok lemme move to another roomr so no one hears my gay ass screams\n",
      "685                                @DanRyckert @drewscanlon He's blazing through this game with the best stealth skills yet. Nothing beats the silenced M4.\n",
      "6245                                                                                       'Cooler than Freddie Jackson sippin' a milkshake in a snowstorm'\n",
      "1540             Bomb Crash Loot Riot Emergency Pipe Bomb Nuclear Chemical Spill Gas Ricin Leak Violence Drugs Cartel Cocaine Marijuana Heroine Kidnap Bust\n",
      "1079                                                                                                          When you get a bomb ass picture mail ????????\n",
      "2246                   Businesses are deluged with invoices. Make yours stand out with colo r or shape and it's lzkely to rise to the top of the pay' pile.\n",
      "3801                                                                                         rgj: Truck trailer catches fire in Reno http://t.co/kAF3WdRmTn\n",
      "5128                  Government under pressure to abandon plans to construct UKÛªs first nuclear reactor for more than 20 year     http://t.co/E9d9Lk5Fdw\n",
      "7445                 Crack in the path where I wiped out this morning during beach run. Surface wounds on left elbow and right knee. http://t.co/yaqRSximph\n",
      "2458                                                                  Railway Minister Prabhu calls MP derailment a natural calamity http://t.co/ocxBWGyFT8\n",
      "5440                               California police officer pulls gun on man without any apparent provocation (VIDEO) http://t.co/Lhw4vTbHZG via @dailykos\n",
      "1508                The best part of old baseball managers wearing uniforms is the implication that if something catastrophic happens they'll grab a glove.\n",
      "2545           Plot\\nIn the futurea totalitarian government employs a force known as Firemen to seek out and destroy all literature https://t.co/DRfKarLz1d\n",
      "67             'I can't have kids cuz I got in a bicycle accident &amp; split my testicles. it's impossible for me to have kids' MICHAEL YOU ARE THE FATHER\n",
      "4913                              Beach Reads in August #Giveaway Hop &amp; @StuckInBooks is giving away any book in Mayhem series!  http://t.co/Jp3OY0OuXq\n",
      "5922                                                                                     THE GIRLS NEXT TO ME SCREAMED WHAT THE FUCK IS A CHONCE I'm CRYIBG\n",
      "3682             08/3/15: CAT FATALITY: UTICA NY; PLEASANT &amp; HOLLAND AVE:Black cat with white paws. Average size.  On grass next to north side of road.\n",
      "5154         #fun #instagramers http://t.co/M3NJvvtYgN\\n\\nJeb Bush said earlier this week that not only does he want to obliterate Planned Parenthood buÛ_\n",
      "7025            @FoxNews let me report it to u people instead Mr.Obama just declares CNMI federal disaster area post typhoon soudelor. U guys 2slow2report.\n",
      "4597                                                               CLEARED:incident with injury:I-495  inner loop Exit 31 - MD 97/Georgia Ave Silver Spring\n",
      "5207                                                       @TheEvilOlives It's the closest structure to the hypo centre that wasn't completely obliterated.\n",
      "2161                  Bigamist and his 'first' wife are charged in the deaths of his 'second' pregnant wife her child 8 her mothe... http://t.co/rTEuGB5Tnv\n",
      "2831                 .POTUS #StrategicPatience is a strategy for #Genocide; refugees; IDP Internally displaced people; horror; etc. https://t.co/rqWuoy1fm4\n",
      "5173                Wondering if gold could gap up $50 on the jobs numbers tomorrow and just obliterate the shorts. A big player with guys could smash them\n",
      "2701                                 Ignition Knock (Detonation) Sensor ACDelco GM Original Equipment 213-924 http://t.co/HpZHe0cjvF http://t.co/SaOhVJktqc\n",
      "5938                                                                                                     I SCREAMED 'WHATS A CHONCe' http://t.co/GXYivsWki7\n",
      "179                                                               New Nanotech Device Will Be Able To Target And Destroy Blood Clots http://t.co/HFy5V3sLBB\n",
      "2878                                                California meets drought-fueled fire season with extra crews.. Related Articles: http://t.co/rKDzB0TGC3\n",
      "4684                                                               #Landslide! Trump 25.5% Bush 12.5% http://t.co/xY41z0O5ei via @pollster @realdonaldtrump\n",
      "7303                                                                                 PRAYERS FOR MY COUSIN! He's in California helping with the wild fires.\n",
      "4521            Bluedio Turbine Hurricane H Bluetooth 4.1 Wireless Stereo Headphones Headset BLK - Full reÛ_ http://t.co/jans3Fd4lf http://t.co/2SdMichb2Z\n",
      "7001                                                 'How many men would a human hew if a human could hew men?'\\n\\n-popular tongue twister among woodchucks\n",
      "1610                                                     Ashes 2015: Australia totally collapse and the internet absolutely loves it http://t.co/AFzqvotutj\n",
      "7229                                                                                  A thought on not dismantling our weapons 'yet' http://t.co/vn0acCF6D4\n",
      "4771                                                                              Lightning strike in the distance via /r/pics http://t.co/iDmhSwewQw #pics\n",
      "3057                #Sismo M 1.3 - 1km NNE of The Geysers California: Time2015-08-05 23:40:21 UTC2015-08-05 16:40:21 -07:00 a... http://t.co/x6el3ySYcn #CS\n",
      "3473                                                           Around 10 injured in explosion in chemical park in western Germany... http://t.co/XBznU0QkVS\n",
      "929                                           On #ThisDayInHistory in 1862 Confederate ship blown up by crew. Read More http://t.co/IW7ELSzIfZ via @History\n",
      "6497                                                                                              Damn there's really no MLK center that hasn't sunk in yet\n",
      "7453                                                                   and I thought my surgical wounds were healed!!! this weather ain't helping either ):\n",
      "3725                                                             Live a balanced life! Balance your fear of #Allah with hope in His mercy and love for Him.\n",
      "6402               Islamic State claims suicide bombing at Saudi Arabian mosque: Ten members of emergency service... http://t.co/mpOaEFQl6k via @josephjett\n",
      "5953                                                                                                           @camilacabello97 NOW IM INTERNALLY SCREAMING\n",
      "2389                                                                    Buyout Giants Bid To Derail å£6bn Worldpay IPO ÛÒ SkyåÊNews http://t.co/94GjsKUR0r\n",
      "6043          A subcontractor working for French seismic survey group CGG has been kidnapped in Cairo and is held by Islamic State the company said on WÛ_\n",
      "6392           #Bestnaijamade: 16yr old PKK suicide bomber who detonated bomb in ... http://t.co/KSAwlYuX02 bestnaijamade bestnaijamade bestnaijamade beÛ_\n",
      "6269                                                                        Is it bad to say that I'm kinda afraid of storms and we are in a storm???? help\n",
      "2263                   Businesses are deluged with invoices. Make yours stand ogt with colomr or shape and it's likely to rise to the top of the pay' pile.\n",
      "2140                                                        [Comment] Deaths of older children: what do the data tell #US? http://t.co/p8Yr2po6Jn\\n #nghlth\n",
      "4455           @hannahkauthor Read: American lives first | The Chronicle #FreeAmirNow #FreeALLFour #Hostages held by #Iran #IranDeal http://t.co/gWnLHNeKu9\n",
      "1915                                                                                                                       @keampurley thirst has no curfew\n",
      "6114                      'I'm sinking down in the darkest dream so deep so cold this pain inside of me my love for you is more dan I can bear' Jota Esse??\n",
      "7035               Obama Declares Disaster for Typhoon-Devastated Saipan: Obama signs disaster declaration for Northern Marians a... http://t.co/PC8BvufLFJ\n",
      "4071                      GREAT MICHIGAN TECHNIQUE CAMP\\nB1G THANKS TO @bmurph1019 \\n@hail_Youtsey . @termn8r13 \\n#GoBlue #WrestleOn http://t.co/OasKgki6Qj\n",
      "5319                     #BREAKING 10th death confirmed in Legionnaires' outbreak in South Bronx; total cases reaches triple digits\\nhttp://t.co/TxrsWi0efg\n",
      "1988            And here I was complaining about Phoenix Mode in Fire Emblem. Turns out Ray Gigant will have a 'difficulty' option where you take 0 damage.\n",
      "3729             Untangle yourself from requiring your partner to fill your needs and how to love without fear #BestTalkRadio Listen http://t.co/8j09ZUTxWT\n",
      "3276                                                                                     @elisagxrcia I think of that every time I go to the epicentre haha\n",
      "6237                                                                       you're the snowstorm I'm purified. the darkest fairy tale in the pale moonlight.\n",
      "21                                                                                                                                        London is cool ;)\n",
      "3167                To Supply and Install New FRP Emergency Slide  at Tunas KijangBank Negara Malaysia [Closing Date: 2015-08-14]... http://t.co/ZpqwKHFhNf\n",
      "1404             @LasVegasLocally @VitalVegas They reined it in to 3 drinks each for 2 people but only on account of too many falling-off-stool casualties!\n",
      "6214                                                                               @Sammysosita smoke a blunt &amp; get through it.. no more ciggs for you.\n",
      "7570                                                               Cramer: Iger's 3 words that wrecked Disney's stock http://t.co/3G79prAyYc #cnbc #topnews\n",
      "6748           73rd GOODE Water Ski National Championships will go on as planned next week  http://t.co/PgKBT3MBAp. (Event w/ damage from a tornado on Mon)\n",
      "4204                                                                              Precious cargo onesie recalled for choking hazard. http://t.co/0PAMznyYuw\n",
      "6265             kesabaran membuahkan hasil indah pada saat tepat! life isn't about waiting for the storm to pass it's about learning to dance in the rain.\n",
      "3196               Can't fix stupid. MT @CBCCalgary Don't drive through flooded underpasses warns city as it enacts Municipal Emergency Plan. #yyc #abstorm\n",
      "5480               Reddit Will Now Quarantine Offensive Content: Reddit co-founder and CEO Steve Huffman has unveiled more specif... http://t.co/PMCp8cZPNd\n",
      "913                                               @chxrmingprince @jones_luna I should bloody hope so *she said folding her arms sitting back in her chair*\n",
      "214                                                                                                             Annihilated Abs . ?? http://t.co/1xPw292tJe\n",
      "1822                                                                                     My iPod crashed..... \\n#WeLoveYouLouis \\n#MTVHottest One Direction\n",
      "4013            Who is bringing the tornadoes and floods. Who is bringing the climate change. God is after America He is plaguing her\\n \\n#FARRAKHAN #QUOTE\n",
      "4557               #golf McIlroy fuels PGA speculation after video: Injured world number one Rory McIlroy fueled speculatio... http://t.co/dCyYJVmXHR #news\n",
      "2334                                                                                               demolition 1 &amp; 2 still the most fire freestyles ever\n",
      "1899                                               I crushed a 3.1 km run with a pace of 5'41' with Nike+ SportWatch GPS. #nikeplus: http://t.co/A3dSmbqkwu\n",
      "6534                            @thoutaylorbrown I feel like accidents are just drawn to you but I'm happy you've survived all of them. Hope you're okay!!!\n",
      "1949                                                                                   WHEN U BOMBED AND U TRY 2 GET HOME FOR CURFEW http://t.co/oi6CmAGASi\n",
      "5155                                                                                       Souda leave Lady Sonia alone or I shall obliterate you #KneelBot\n",
      "5510              Reddit's new content policy goes into effect many horrible subreddits banned or quarantined http://t.co/lFW4KUukeM http://t.co/k3mnk9HnZ5\n",
      "3335              Rocky fire in Northern California swells to 60000 acres; 12000 evacuated http://t.co/42gW2i2Q41 Portland #Phoenix #Miami #Atlanta #Casper\n",
      "5311                                                     Families to sue over Legionnaires' disease outbreak in Edinburgh - BBC News http://t.co/rM6CNzkSzL\n",
      "6275                                                  What tropical storm? #guillermo by hawaiianpaddlesports http://t.co/LgPgAjgomY http://t.co/FKd1mBTB68\n",
      "5766                                              To All The Meat-Loving Feminists Of The World Riot Grill Has Arrived http://t.co/SkAAUSjpO4 OliviaMiles01\n",
      "5411                                                                                        all that panicking made me tired ;__; i want to sleep in my bed\n",
      "5475                                                                       Aannnnd - 'Reddit Will Now Quarantine Offensive Content' https://t.co/P1JluRGWBu\n",
      "5921                                                                                                   @mogacola @zamtriossu i screamed after hitting tweet\n",
      "4205                                                                              @TomDean86 he's alright but Hazard/Willian ain't gonna be shifted easily.\n",
      "6077                                                                                   Sinkhole on west side damaging cars via @WEWS http://t.co/S7grbZNwlr\n",
      "3964                                  http://t.co/XJkRXrNWNv Flooding of tracks caused derailment sa #INSubcontinent @INSubcontinent http://t.co/JlWGshYY3N\n",
      "5645            The Most Generous Bride on Earth: Couple Feeds 4000 Syrian Refugees on Their Wedding Day http://t.co/ms8e8mNddb via @thedailybeast love it!\n",
      "6978               Gail and Russell saw lots of hail at their Dalroy home - they have video of twister 1/2 mile from their home #yyc http://t.co/3VfKEdGrsO\n",
      "4552                        @ChristieC733 please support this Please cosponsor S. 928 and support aid for sick and injured 9/11 responders! #renew911health\n",
      "6571        RT @kotowsa: South SudanÛªs war on women: survivors say rape has become 'just a normal thing' \\nhttps://t.co/MexwoHd3TG http://t.co/gB46FiD2wE\n",
      "197                                          http://t.co/pWwpUm6RBj Twelve feared killed in Pakistani air ambulance helicopter crash http://t.co/ySpON4d6Qo\n",
      "6146                                                                                          Coursing* '@WEYREY_gidi: Now they are causing Di Maria.. LOL'\n",
      "5576                                                                                 The way you move is like a full on rainstorm and I'm a house of cards.\n",
      "3198            A big issue left undone is HOW to get home if adverse weather hits. @GoTriangle has no real emergency plan in place https://t.co/s7xdXuudcy\n",
      "6874                                       What happens to us as sexual trauma #survivors defines us as much as we agree with the perpetrators who hurt us.\n",
      "910                  @MelRises @gayler1969 @wwwbigbaldhead @jessienojoke @melissaross9847 if my Monty Python is up to date as bloody far as he wants to go.\n",
      "4185                       I liked a @YouTube video from @chaboyyhd http://t.co/Yr67ugEsrm Battlefield 4 Funny Moments - Dukes of Hazard Undercover Soldier\n",
      "5302               Families to sue over Legionnaires: More than 40 families affected by the fatal outbreak of Legionnaires' disea... http://t.co/1H7zk6UYze\n",
      "68                                                       Accident on I-24 W #NashvilleTraffic. Traffic moving 8m slower than usual. https://t.co/0GHk693EgJ\n",
      "3676                                           How many baskets did  A Charming Fatality by @tonyakappes11 get? http://t.co/xyav4T5n0O #Mystery #Paranormal\n",
      "5124                                                                                                 US Navy Sidelines 3 Newest Subs http://t.co/okamsCZbwg\n",
      "5992                                                                        Apparently my face screams \\n'Get me emotionally attached and then cheat on me'\n",
      "5908                                                                                                           @VillicanaAlicia [[Is it Darude Sandstorm?]]\n",
      "3705                   Men fear the feeling of being 'controlled' by a woman. Or passive aggressively being coerced into commitment before they're ready...\n",
      "1316                                                          Uhhhhh demon hunters. But not the whole Burning Crusade v 2.0 thing.  https://t.co/oPtpS1lgKC\n",
      "3798                                                Toddler Bedding Firetruck Bundle Fire Truck Firefighter Sticker Decals Sign Wall http://t.co/ykuAuOV9jO\n",
      "799                                                                                          Apperception bridgework blight: XxhJeSC http://t.co/yBhBArajXp\n",
      "1344                                                                                     Destruction magic's fine just don't go burning down any buildings.\n",
      "5449                                                                                         @BrandonMulcahy @fpine Here's the story http://t.co/TgXutUoyHl\n",
      "3851                                                                                       My Gang Walking Round With Them Brown Flames.  &amp; Thats 100ND\n",
      "2708                                     Ignition Knock (Detonation) Sensor Connector-Connecto Dorman 917-141 http://t.co/rfJZexQgxt http://t.co/WQGsmiOiMx\n",
      "7466                                              Sorrower  - Fresh Wounds Over Old Scars  (2015 Death Metal) http://t.co/L056yj2IOi http://t.co/uTMWMjiRty\n",
      "222                                                               @AmirKingKhan you would have been annihilated so you might as well thank @FloydMayweather\n",
      "1014                          ÛÏ@MacDaddy_Leo: ?????? No Caption Needed ??. Freshman... http://t.co/k8ughv2aifÛmy nigga Stacey body bagging niggas! ????\n",
      "4524                                                                                                                               @Hurricane_Dolce no prob\n",
      "2940                                                                Toddler drowned in bath after mum left room to fetch his pyjamas http://t.co/k9aSKtwXfL\n",
      "6460            why wasn't this warship sunk?      CNN: First on CNN: Iranian warship points weapon at U.S. helicopter official says http://t.co/hfZk09McEN\n",
      "5852                                                                   Four Things That May Ruin Your Personal Injury Accident Claim http://t.co/ZU9YYdF5DI\n",
      "2867               BLOG: Rain much needed as drought conditions worsen: Right now Charlotte and much of the surrounding area haveÛ_ http://t.co/OLzaVTJFKH\n",
      "4951                                                                                   I had a meltdown in Demi's instagram comments http://t.co/mcc76xOwli\n",
      "4442              @mylittlepwnies3 @Early__May @AnathemaZhiv @TonySandos much of which has to do with lebanon 80s attack/ iran hostage crisis/ Libya Pan am\n",
      "2619           There's a #fly loose in my workspace with two #bored #cats. I forsee terrible things.  #destruction #badkitty #thisiswhywecanthavenicethings\n",
      "5341     &gt;&gt; @GidiExclusixe Shock In Aba As Woman Delivers Û÷FacelessÛª Baby [Photo]: There was pandemonium... http://t.co/RGTYZbNKeo #BennyCapricon\n",
      "6163                                                                      @FEVWarrior -with the screeching siren accompanying it just before he walked out.\n",
      "1578                           When you're in deep sleep and then you dream you're bout to fall off a cliff then wake up while struggling to keep a balance\n",
      "6894                                                                                               @disneyIrh so traumatised im ???? http://t.co/TATZfK63Ch\n",
      "2512                                                i decided to take a break from my emotional destruction to watch tangled then watch desolation of smaug\n"
     ]
    }
   ],
   "source": [
    "print(test_x1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred = model.predict(test)\n",
    "y_pred = (y_pred > 0.5)\n",
    "y_pred1 = pd.DataFrame(data = y_pred, index = range(3263), columns=['target'])\n",
    "y_pred1[\"target\"] = y_pred1[\"target\"].astype(int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[683 203]\n",
      " [141 496]]\n"
     ]
    }
   ],
   "source": [
    "from sklearn.metrics import classification_report,confusion_matrix\n",
    "cm = confusion_matrix(test_y, y_pred_test)\n",
    "print(cm)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [],
   "source": [
    "submission = pd.read_csv('sample_submission.csv') \n",
    "submission= submission[[\"id\"]]\n",
    "final_submission=pd.concat([submission,y_pred1],axis=1)\n",
    "final_submission.to_csv('12062020_15.csv',index=False)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 156,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>target</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   id  target\n",
       "0   0       1\n",
       "1   2       0\n",
       "2   3       1\n",
       "3   9       1\n",
       "4  11       1"
      ]
     },
     "execution_count": 156,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "final_submission.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3263, 2)"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.shape(final_submission)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 270,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5709, 7123)"
      ]
     },
     "execution_count": 270,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.shape(x_train_tf_idf_word)"
   ]
  }
 ],
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