sentiment_analysis_text_classification-tweets_baseline_model.ipynb

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   "source": [
    "import nltk\n",
    "from nltk.corpus import stopwords\n",
    "import tweepy\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import re\n",
    "import string\n",
    "from textblob import TextBlob\n",
    "from wordcloud import WordCloud\n",
    "from collections import Counter\n",
    "\n",
    "plt.style.use(style=\"seaborn\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
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       "          id  label                                              tweet\n",
       "0          1      0   @user when a father is dysfunctional and is s...\n",
       "1          2      0  @user @user thanks for #lyft credit i can't us...\n",
       "2          3      0                                bihday your majesty\n",
       "3          4      0  #model   i love u take with u all the time in ...\n",
       "4          5      0             factsguide: society now    #motivation\n",
       "...      ...    ...                                                ...\n",
       "31957  31958      0  ate @user isz that youuu?ðððððð...\n",
       "31958  31959      0    to see nina turner on the airwaves trying to...\n",
       "31959  31960      0  listening to sad songs on a monday morning otw...\n",
       "31960  31961      1  @user #sikh #temple vandalised in in #calgary,...\n",
       "31961  31962      0                   thank you @user for you follow  \n",
       "\n",
       "[31962 rows x 3 columns]"
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     "execution_count": 109,
     "metadata": {},
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   ],
   "source": [
    "df = pd.read_csv(r'data\\non-processed\\dataset6\\Twitter Sentiments.csv')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
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       "          id  label                                              tweet  \\\n",
       "0          1      0   @user when a father is dysfunctional and is s...   \n",
       "1          2      0  @user @user thanks for #lyft credit i can't us...   \n",
       "2          3      0                                bihday your majesty   \n",
       "3          4      0  #model   i love u take with u all the time in ...   \n",
       "4          5      0             factsguide: society now    #motivation   \n",
       "...      ...    ...                                                ...   \n",
       "31957  31958      0  ate @user isz that youuu?ðððððð...   \n",
       "31958  31959      0    to see nina turner on the airwaves trying to...   \n",
       "31959  31960      0  listening to sad songs on a monday morning otw...   \n",
       "31960  31961      1  @user #sikh #temple vandalised in in #calgary,...   \n",
       "31961  31962      0                   thank you @user for you follow     \n",
       "\n",
       "                                            clean_tweets  \n",
       "0      when a father is dysfunctional and is so selfi...  \n",
       "1      thanks for lyft credit i can't use cause they ...  \n",
       "2                                    bihday your majesty  \n",
       "3      model i love u take with u all the time in urð...  \n",
       "4                     factsguide: society now motivation  \n",
       "...                                                  ...  \n",
       "31957  ate isz that youuu?ððððððð...  \n",
       "31958  to see nina turner on the airwaves trying to w...  \n",
       "31959  listening to sad songs on a monday morning otw...  \n",
       "31960  sikh temple vandalised in in calgary, wso cond...  \n",
       "31961                           thank you for you follow  \n",
       "\n",
       "[31962 rows x 4 columns]"
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     "execution_count": 110,
     "metadata": {},
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   ],
   "source": [
    "#cleaning tweets\n",
    "def cleanTweets(text):\n",
    " text = re.sub('@[A-Za-z0–9]+', '', text) #Removing @mentions\n",
    " text = re.sub('#', '', text) # Removing '#' \n",
    " text = re.sub('RT[\\s]+', '', text) # Removing RT\n",
    " text = re.sub('https?:\\/\\/\\S+', '', text) # Removing hyperlink\n",
    "    \n",
    " url = re.compile(r\"https?://\\S+|www\\.\\S+\") \n",
    " text = url.sub(r\"\", text) # Removing URls\n",
    "\n",
    " stop = set(stopwords.words(\"english\"))\n",
    " text = [word.lower() for word in text.split() if word.lower not in stop] # Removing stopwords\n",
    "\n",
    " return \" \".join(text)\n",
    "\n",
    "#clean the tweets\n",
    "df['clean_tweets'] = df['tweet'].apply(cleanTweets)\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['tweet'] = df['tweet'].map(cleanTweets)"
   ]
  },
  {
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   "execution_count": 112,
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       "0        when a father is dysfunctional and is so selfi...\n",
       "1        thanks for lyft credit i can't use cause they ...\n",
       "2                                      bihday your majesty\n",
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       "4                       factsguide: society now motivation\n",
       "                               ...                        \n",
       "31957    ate isz that youuu?ððððððð...\n",
       "31958    to see nina turner on the airwaves trying to w...\n",
       "31959    listening to sad songs on a monday morning otw...\n",
       "31960    sikh temple vandalised in in calgary, wso cond...\n",
       "31961                             thank you for you follow\n",
       "Name: tweet, Length: 31962, dtype: object"
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    "df.tweet"
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       "          id  label                                              tweet  \\\n",
       "0          1      0  when a father is dysfunctional and is so selfi...   \n",
       "1          2      0  thanks for lyft credit i can't use cause they ...   \n",
       "2          3      0                                bihday your majesty   \n",
       "3          4      0  model i love u take with u all the time in urð...   \n",
       "4          5      0                 factsguide: society now motivation   \n",
       "...      ...    ...                                                ...   \n",
       "31957  31958      0  ate isz that youuu?ððððððð...   \n",
       "31958  31959      0  to see nina turner on the airwaves trying to w...   \n",
       "31959  31960      0  listening to sad songs on a monday morning otw...   \n",
       "31960  31961      1  sikh temple vandalised in in calgary, wso cond...   \n",
       "31961  31962      0                           thank you for you follow   \n",
       "\n",
       "                                            clean_tweets  Subjectivity  \\\n",
       "0      when a father is dysfunctional and is so selfi...           1.0   \n",
       "1      thanks for lyft credit i can't use cause they ...           0.2   \n",
       "2                                    bihday your majesty           0.0   \n",
       "3      model i love u take with u all the time in urð...           0.6   \n",
       "4                     factsguide: society now motivation           0.0   \n",
       "...                                                  ...           ...   \n",
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       "31959  listening to sad songs on a monday morning otw...           1.0   \n",
       "31960  sikh temple vandalised in in calgary, wso cond...           0.0   \n",
       "31961                           thank you for you follow           0.0   \n",
       "\n",
       "       Polarity  \n",
       "0     -0.500000  \n",
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       "2      0.000000  \n",
       "3      0.976562  \n",
       "4      0.000000  \n",
       "...         ...  \n",
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   "source": [
    "#get the subjectivity\n",
    "def getSubjectivity(text):\n",
    "   return TextBlob(text).sentiment.subjectivity\n",
    "\n",
    "#get the polarity\n",
    "def getPolarity(text):\n",
    "   return  TextBlob(text).sentiment.polarity\n",
    "\n",
    "df['Subjectivity'] = df['clean_tweets'].apply(getSubjectivity)\n",
    "df['Polarity'] = df['clean_tweets'].apply(getPolarity)\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x396 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# word visualization\n",
    "allWords = ' '.join([twts for twts in df['clean_tweets']])\n",
    "wordCloud = WordCloud(width=500, height=300, random_state=21, max_font_size=110).generate(allWords)\n",
    "\n",
    "\n",
    "plt.imshow(wordCloud, interpolation=\"bilinear\")\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [],
   "source": [
    "#function for analysing the data \n",
    "def getAnalysis(score):\n",
    "    if score<0 :\n",
    "        return 'Negative'\n",
    "    elif score==0 :\n",
    "        return 'Neutral'\n",
    "    else:\n",
    "        return 'Positive'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "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>label</th>\n",
       "      <th>tweet</th>\n",
       "      <th>clean_tweets</th>\n",
       "      <th>Subjectivity</th>\n",
       "      <th>Polarity</th>\n",
       "      <th>Analysis</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>when a father is dysfunctional and is so selfi...</td>\n",
       "      <td>when a father is dysfunctional and is so selfi...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-0.500000</td>\n",
       "      <td>Negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>thanks for lyft credit i can't use cause they ...</td>\n",
       "      <td>thanks for lyft credit i can't use cause they ...</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>Positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>bihday your majesty</td>\n",
       "      <td>bihday your majesty</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>model i love u take with u all the time in urð...</td>\n",
       "      <td>model i love u take with u all the time in urð...</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.976562</td>\n",
       "      <td>Positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>factsguide: society now motivation</td>\n",
       "      <td>factsguide: society now motivation</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31957</th>\n",
       "      <td>31958</td>\n",
       "      <td>0</td>\n",
       "      <td>ate isz that youuu?ððððððð...</td>\n",
       "      <td>ate isz that youuu?ððððððð...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31958</th>\n",
       "      <td>31959</td>\n",
       "      <td>0</td>\n",
       "      <td>to see nina turner on the airwaves trying to w...</td>\n",
       "      <td>to see nina turner on the airwaves trying to w...</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>Positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31959</th>\n",
       "      <td>31960</td>\n",
       "      <td>0</td>\n",
       "      <td>listening to sad songs on a monday morning otw...</td>\n",
       "      <td>listening to sad songs on a monday morning otw...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-0.500000</td>\n",
       "      <td>Negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31960</th>\n",
       "      <td>31961</td>\n",
       "      <td>1</td>\n",
       "      <td>sikh temple vandalised in in calgary, wso cond...</td>\n",
       "      <td>sikh temple vandalised in in calgary, wso cond...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31961</th>\n",
       "      <td>31962</td>\n",
       "      <td>0</td>\n",
       "      <td>thank you for you follow</td>\n",
       "      <td>thank you for you follow</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>31962 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          id  label                                              tweet  \\\n",
       "0          1      0  when a father is dysfunctional and is so selfi...   \n",
       "1          2      0  thanks for lyft credit i can't use cause they ...   \n",
       "2          3      0                                bihday your majesty   \n",
       "3          4      0  model i love u take with u all the time in urð...   \n",
       "4          5      0                 factsguide: society now motivation   \n",
       "...      ...    ...                                                ...   \n",
       "31957  31958      0  ate isz that youuu?ððððððð...   \n",
       "31958  31959      0  to see nina turner on the airwaves trying to w...   \n",
       "31959  31960      0  listening to sad songs on a monday morning otw...   \n",
       "31960  31961      1  sikh temple vandalised in in calgary, wso cond...   \n",
       "31961  31962      0                           thank you for you follow   \n",
       "\n",
       "                                            clean_tweets  Subjectivity  \\\n",
       "0      when a father is dysfunctional and is so selfi...           1.0   \n",
       "1      thanks for lyft credit i can't use cause they ...           0.2   \n",
       "2                                    bihday your majesty           0.0   \n",
       "3      model i love u take with u all the time in urð...           0.6   \n",
       "4                     factsguide: society now motivation           0.0   \n",
       "...                                                  ...           ...   \n",
       "31957  ate isz that youuu?ððððððð...           0.0   \n",
       "31958  to see nina turner on the airwaves trying to w...           0.5   \n",
       "31959  listening to sad songs on a monday morning otw...           1.0   \n",
       "31960  sikh temple vandalised in in calgary, wso cond...           0.0   \n",
       "31961                           thank you for you follow           0.0   \n",
       "\n",
       "       Polarity  Analysis  \n",
       "0     -0.500000  Negative  \n",
       "1      0.200000  Positive  \n",
       "2      0.000000   Neutral  \n",
       "3      0.976562  Positive  \n",
       "4      0.000000   Neutral  \n",
       "...         ...       ...  \n",
       "31957  0.000000   Neutral  \n",
       "31958  0.400000  Positive  \n",
       "31959 -0.500000  Negative  \n",
       "31960  0.000000   Neutral  \n",
       "31961  0.000000   Neutral  \n",
       "\n",
       "[31962 rows x 7 columns]"
      ]
     },
     "execution_count": 116,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['Analysis']= df['Polarity'].apply(getAnalysis)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Negative tweets:\n",
      "\n",
      "1 when a father is dysfunctional and is so selfish he drags his kids into his dysfunction. run\n",
      "\n",
      "2 the next school year is the year for exams.ð¯ can't think about that ð­ school exams hate imagine actorslife revolutionschool girl\n",
      "\n",
      "3 â ireland consumer price index (mom) climbed from previous 0.2% to 0.5% in may blog silver gold forex\n",
      "\n",
      "4 we are so selfish. orlando standwithorlando pulseshooting orlandoshooting biggerproblems selfish heabreaking values love\n",
      "\n",
      "5 sad little dude.. badday coneofshame cats pissed funny laughs\n",
      "\n",
      "6 it was a hard monday due to cloudy weather. disabling oxygen production for today. goodnight badmonday\n",
      "\n",
      "7 it's unbelievable that in the 21st century we'd need something like this. again. neverump xenophobia\n",
      "\n",
      "8 yup, being a knicks fan is hard, so its easier to just be an nba fan when the playoffs roll around ð\n",
      "\n",
      "9 whenever im and something goes wrong |\n",
      "\n",
      "10 you've really hu my feelings :(\n",
      "\n",
      "11 carrying a gun wouldn't of helped if you can't take it in with you. gun control won't stop the black market! terrorism will get worse!\n",
      "\n",
      "12 there are some truly sick ppl out there.\n",
      "\n",
      "13 i'm not interested in a linguistics that doesn't address race &amp; . racism is about power. raciolinguistics bringsâ¦\n",
      "\n",
      "14 why not mocked obama for being black. brexit\n",
      "\n",
      "15 toradora anime animeedit i made it. breakups alone lonely\n",
      "\n",
      "16 cotd polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looking\n",
      "\n",
      "17 gets him angry. a muslim assassinating 50 not so much.\n",
      "\n",
      "18 sad in the branches itâs just rainy day writing tears are flying birds haiku 3lines micropoetry\n",
      "\n",
      "19 anyone know the date our doj and fbi became corrupted? emailgate hillary2016 shameful disgraceful ridiculous\n",
      "\n",
      "20 stupidity makes me more than even negligence.why put sachintendulkar a installation if u were going to take it off?\n",
      "\n",
      "21 i've had pretty bad bihday weeks before, but so far this is the worst ever. ð bihdayweeksucks bithday27 tâ¦\n",
      "\n",
      "22 just found out is at after i'd been exclaiming to how gr8 blain's hair was the other nite. ð­\n",
      "\n",
      "23 be n healthy freedom from effo in the present merely means that there has been effo stored up in the past. â theodore rooseveltâ¦\n",
      "\n",
      "24 yes it's when you call michelleobama a gorilla because racists have long thought of black people as no betâ¦\n",
      "\n",
      "25 when the internet is broken so you can't watch netflix. mochithepug puglife\n",
      "\n",
      "26 and she will do just that....then what..business as usual.\n",
      "\n",
      "27 hbd to this dick suckin tequila lovin slut, i wouldnt want u any other way ðð justalillate butstillontime\n",
      "\n",
      "28 sad to hear the announcers say that \"it may have moved the player to one or two out of the lead\" whoknows!\n",
      "\n",
      "29 terrorist = constitutional rights? this is just another excuse by republicans to appease the nra with no gun control measures. !\n",
      "\n",
      "30 very sad, what happened?\n",
      "\n",
      "31 everyone is everything sad together alone up down fine dandy lonely exuberant depressed halffull halfempty\n",
      "\n",
      "32 angry birds stella bad princess birds stella bad princess birdsstellabadprincess. time post: wedâ¦\n",
      "\n",
      "33 devastating news. my hea goes out to the victims and their families. orlando heabreaking\n",
      "\n",
      "34 argentina2015 attack bull game 3d: do you really think that his head was empty around the city. each side\n",
      "\n",
      "35 building polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places loo\n",
      "\n",
      "36 my hea is with orlando right now. i truly cannot imagine. could have easily happened anywhere. :(\n",
      "\n",
      "37 it seems like the only place with action here is montreal :(\n",
      "\n",
      "38 this shows truly how bad brisbane are\n",
      "\n",
      "39 this really takes the piss. i'm so angry. just goes to show who is valued and who isn't. you complete and utter moron.\n",
      "\n",
      "40 take out the trash america... - i voted against hate - i voted against - i voted against - i votâ¦\n",
      "\n",
      "41 \"there's a reason why two people stay together, they give each other something nobody else can.\" hopelly greats day\n",
      "\n",
      "42 we lost another member of our family yesterday:-( gutted rosie\n",
      "\n",
      "43 watch fancy tails's vine \"mad mad teeth bite pissed dog biting dogbite dogtreat\n",
      "\n",
      "44 on dallas shooting \"the video you're about to see is disturbing, so viewer discretion\" then they play it in a loop oveâ¦\n",
      "\n",
      "45 stereotyping prejudice offer no hope or solutions but create the same old repetitive hate conflictâ¦\n",
      "\n",
      "46 anyone playing voez? kinda in love with this game ððð game gaming girlgamer voez\n",
      "\n",
      "47 im half boy half man.... so im dumb too?? ð¢ð\n",
      "\n",
      "48 i heard him say that, he was trying to lock the shooter in, but kept other patrons from getting out!\n",
      "\n",
      "49 twinklatinboys - na: slut snapshot hot nasty naughty sexy horny shy porn nude kinky xxx y...\n",
      "\n",
      "50 stuck in athens instead of santorini because said it was to windy to land! shocking service on every level since!â¦\n",
      "\n",
      "51 first months, then weeks, now it's only days till the beginning of the end of i am both and sad at the same time.ðð¢\n",
      "\n",
      "52 blackpool attack bull game 3d: do you really think that his head was empty around the city. each side is\n",
      "\n",
      "53 i'm sad. my aunt passed away. she was 96. funeral\n",
      "\n",
      "54 7 horribly ads from 2016 that made us cringe\n",
      "\n",
      "55 hahaha.. this is me last friday &amp; weird\n",
      "\n",
      "56 watching the leadership embrace &amp; kiss donald's ass is pathetic &amp; . this is now the pay. a pay of racism &amp; hate. ripgop\n",
      "\n",
      "57 theverdict is in; i'm an idiot country rock bluegrass beatles love pop romance\n",
      "\n",
      "58 i hate like 90% of my family.... i was really born into a big ass toxic bomb! mother fuckers don't give a fuck about me cuz i got money\n",
      "\n",
      "59 my monday is so empty without the bachelorette ð©ð¹ð· thebachelorette empty nowine\n",
      "\n",
      "60 my sister ain't even know i was watching her argue with the nigga ððð was waiting for him too say the wrong shit\n",
      "\n",
      "61 payintheusa polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "62 â oil turns flat to $50.40, eyeing eia inventory data for fuher direction blog silver gold forex\n",
      "\n",
      "63 poor tiggy ð¢ and a little bit cheeky jax &amp; ð soa throwbackthursday\n",
      "\n",
      "64 all these tragedies in america first with the killing of christinagrimmie and now orlando america is not a safe place to be today!\n",
      "\n",
      "65 â brexit angst a factor helping drive down interest rates in germany and japan - bbh blog silver gold â¦\n",
      "\n",
      "66 u can hold a man down for years ...and watch him change on u over some hear say.. no loyalty.. no...\n",
      "\n",
      "67 angry birds il film download ita â 720p hdtc (2016) birds download film il ita\n",
      "\n",
      "68 fo woh officer in viral arrest video was ârude not racistâ: chief crime officerâ¦\n",
      "\n",
      "69 ryderrideu - see you c2c and cum together: snapshot young shy kinky wet porn hot xxx horny s...\n",
      "\n",
      "70 this is a shockingly and increasingly violent world we live in and the uk has gun control laws. i feel for the mp's family &amp; friends\n",
      "\n",
      "71 aiel aielmaharashtra rude customer care executive makes me want to switch my loyalty to another provider. irritated\n",
      "\n",
      "72 are you black &amp; feel like the are stomping on you? â¦ retweet tampa miamiâ¦\n",
      "\n",
      "73 get to know the team behind the app that's keeping our tummies in our june issue bazaarmagâ¦\n",
      "\n",
      "74 in my exam room ð­ð­ð­ testing tired annoyed why\n",
      "\n",
      "75 nearly there folks nervous curious just finalised my stuff with a few pointers from grainne bringiton\n",
      "\n",
      "76 dear uot, despite our attempts to savecharity, i regret to announce that we've lost her! tragic rip angelic friend. we will miss u!\n",
      "\n",
      "77 waited for for an hour to come out just for an autograph, finally walk away...he comes out. of course! disappointing!\n",
      "\n",
      "78 r.i.p little bear bear... hamster rip imissyou\n",
      "\n",
      "79 is on the other side of history and our allies on this issue. embarrassing\n",
      "\n",
      "80 why listen incubus never hus! ðð nowplaying sick little world - nissan live set de â«\n",
      "\n",
      "81 another senseless tragedy. tragic pulse orlandostaystrong thoughtsandprayersâ¦\n",
      "\n",
      "82 to quote jeremy corbyn: \"here we, here we, here we fucking go!\"\n",
      "\n",
      "83 play england vs russia in marseille at 21:00??? what did they expect? high risk game and plenty of time to drink...\n",
      "\n",
      "84 back to after a v traumatic few months. damage not as bad as thought, proof the plan works! onwards &amp; upwards ð excitâ¦\n",
      "\n",
      "85 ð socialmedia us firm to build 6 nuclear reactors in india\n",
      "\n",
      "86 oscar tabarez talks luis suarezâs angry reactionâ¦ spos during luis oscar\n",
      "\n",
      "87 how utterly : people with incurable stupidity in africa albino killings in malawi spark education campaign\n",
      "\n",
      "88 shocking events in orlando - now will the usa review their gun laws or do more innocents have to die first? horrific unforgiveable :(\n",
      "\n",
      "89 girliguessimwithher tag is the saddest representation of how people feel they are now forced to vote for \"her\"\n",
      "\n",
      "90 ima go cry for a few hours brb\n",
      "\n",
      "91 people use tragedy like this to fuel their hate agenda towards entire groups of people and that's the opposite of helpfulâ¦\n",
      "\n",
      "92 help! bubble attack! winter bathtime cozy\n",
      "\n",
      "93 didnt stay for long had an emergency at home my daughter was not well soo i had to rush home and i missed ur set\n",
      "\n",
      "94 carolyn cooper | ugly, poor, ignorant and black!\n",
      "\n",
      "95 orlando gay men angry they can&amp;039;t donate blood after massacre -\n",
      "\n",
      "96 or lying hillary would call it a \"security inquiry\" liberals are like minded if one eats shit then all of them eat shit.\n",
      "\n",
      "97 this is so hea wrenching! what would be the state of the mother, when she knows her son is about to die :(\n",
      "\n",
      "98 so sad ones &gt;&gt;&gt;\n",
      "\n",
      "99 takalot book order arrives in time for a long weekend away in the bush. bengreenfield\n",
      "\n",
      "100 steph. san kana?? your 3's are badly needed. please ððð\n",
      "\n",
      "101 â jpy: negative external environment remains suppoive â mufg blog silver gold forex\n",
      "\n",
      "102 gray is a very sad color it makes me feel grayneedstogo\n",
      "\n",
      "103 â usd long positions added, eur shos increased - anz blog silver gold forex\n",
      "\n",
      "104 standing up to racism and hate by americad not curse out congress and all haters who are deplorable hateâ¦\n",
      "\n",
      "105 we recommend these dark &amp; romances: | horror moviegenres ambiance\n",
      "\n",
      "106 everytime i wear soccer shis joie fries me and says i look mexican as fuck ð\n",
      "\n",
      "107 it's been a weird few months but finally feeling more positive about life lately pleasedontchange ð\n",
      "\n",
      "108 so mad that i chose dj snake over zedd at edc\n",
      "\n",
      "109 truly truly pathetic in so many ways nothing learned from the coverinâ¦\n",
      "\n",
      "110 you have chosen the wrong horse and unless you change your mind soon, it will be the end of your political career.\n",
      "\n",
      "111 snatched some of these this past week! schoolsupplies\n",
      "\n",
      "112 gets him angry. a muslim assassinating 50 not so much.\n",
      "\n",
      "113 funny thing about humankind... we watch the news, feel bad etc then back to \"open for business as usual! not good re the future!\n",
      "\n",
      "114 allahsoil vps got multi-million dollar bonuses while average americans lost their homes. â¦â¦\n",
      "\n",
      "115 25 jan. interested in how discrimination and has affected the criminal justice system?\n",
      "\n",
      "116 fathersday fatherã¢ââs day, dad | skinny and single buy things about \"hâ¦\n",
      "\n",
      "117 rickity..rick.. rickity...rick.. as the same ole broken down wagon is looking to find the next mateen to jump on board.\n",
      "\n",
      "118 teen girl killed, 3 others injured in downtown oakland shooting. guns mentalillness gangs ð¨ð¦ð¨ð¦ð¨ð¦ is orlando\n",
      "\n",
      "119 jake is right, 2 many ppl lack the will power to take a stand &amp; drown the small minded &amp; oft evil tendencies of past\n",
      "\n",
      "120 i really hate hipocrit politicians which is just about all on all sides... we deserve better as citizens. ..\n",
      "\n",
      "121 i was founate to have this man in my life every single day. father day to all.\n",
      "\n",
      "122 ours, too. so much terribly news over the weekend! orlando christinagrimmie prayers\n",
      "\n",
      "123 you want to spark a serious debate about gun violence release the photos of the bodies inside the club. orlandoshooting gunviolence\n",
      "\n",
      "124 isn't mean to me so that means he doesn't like me ð\n",
      "\n",
      "125 black professor makes assumptions about an entire race whilst speaking for entire race. next week the jews!â¦\n",
      "\n",
      "126 *she sat alone and let out a sad sigh* openrp bored\n",
      "\n",
      "127 i miss the days when my friends played xbox :(\n",
      "\n",
      "128 :( why does slag off children? i love your show but......really?\n",
      "\n",
      "129 python27 and concurrency are not best friends, all the code i have 2 restructure to get concurrency with celery developers python\n",
      "\n",
      "130 dear istore , please don't crash down due to heavy overload on 17-19 booktime muchlove â¤â¤â¤\n",
      "\n",
      "131 theshallows weak attempt to cash in on the jaws anniversary\n",
      "\n",
      "132 i always help others. never myself. because other people matter and i clearly don't. quotes latenights\n",
      "\n",
      "133 my hea goes out to the families of those 50 people killed in the massacre in orlando.\n",
      "\n",
      "134 after a slow sta, i had a productive day! getting back into a routine after a bout of fatigue and flareup is hard! spoonieproblems\n",
      "\n",
      "135 i'm just an ordinary girl intruduceyourself !ðð\n",
      "\n",
      "136 i hate online applications because you don't even get your foot in the door before they tell you no, we don't need you.\n",
      "\n",
      "137 to top off my crappy day w/me not signing papers for my house, pop up conce 4 blocks from work &amp; i didn't know. :(\n",
      "\n",
      "138 typical city fan\n",
      "\n",
      "139 closeencounters of the fatkind fatkid dese sick tired maybemono\n",
      "\n",
      "140 it's the end of an era. amazon finally took down the final fantasy versus xiii entry in their database.\n",
      "\n",
      "141 sad to be leaving our first house today but looking forward to making memories in the new house with movinghouâ¦\n",
      "\n",
      "142 where's his other half??? i want to indulge myself with a lot of yunho esp him dancing keep you head up today! â¤ï¸ð»ð\n",
      "\n",
      "143 but look how passionate they are about ivankatrump on the plane. which was fake. yet ignore adamsaleh. raâ¦\n",
      "\n",
      "144 reminds me of a tough choice between nigeria and india in 2013. had to choose india for the mental health research\n",
      "\n",
      "145 yes lovely, such sad, sick times.be glad when it's friday - when all the post- euref whingeing begins! (bh)(bl)xxx\n",
      "\n",
      "146 when ea knows everyone hates there game with constant surveys of what you don't like about the game.\n",
      "\n",
      "147 awake. neighbours alarm clock beeping for last 30 minutes. driving me crazy, can't get back to sleep.. tired\n",
      "\n",
      "148 be all the time ~~~ kiss kiss from me , waiting for other works ððð\n",
      "\n",
      "149 2nite was sad bc i ordered fries @ denny's &amp; they sucked. until tonight, i had never had a bad fry. i assumed all fries were delicious.\n",
      "\n",
      "150 i might be ugly, but used to be uglier...... true story ððð\n",
      "\n",
      "151 idiot dances on the graves of dead americans and is proud of it.\n",
      "\n",
      "152 oh dear, is the donald having a bad campaign day, never mind his hair? how many dead people does he need to boost his s?\n",
      "\n",
      "153 how quebec's humanrights &amp; justice system fail to protect victims of police\n",
      "\n",
      "154 it's the weekend and a long weekend for me!ðð¹â¤ï¸ friday weekend wine @ cape town, southâ¦\n",
      "\n",
      "155 sick verbal irony of the left: equaling homophobe &amp; islamophobe. protecting both the viper &amp; the mouse as the viper eats the mouse.\n",
      "\n",
      "156 canny wair for oitnb to come back on! girl crushing so bad ð¤ð so .\n",
      "\n",
      "157 so sad waltdisneyworld alligator attacks 2-year-old boy at disney world, recovery effo continues\n",
      "\n",
      "158 i would have never guessed i would be so disappointed in a city. berlin\n",
      "\n",
      "159 dumbest repoing of the day did everything they cld 2 blame crazy whiteguy w legalgun instead what it is islamicterror\n",
      "\n",
      "160 traditions are impoant in mlb. congrats to the cardinals for drafting a player with a failed drug test for ped's. the cardiâ¦\n",
      "\n",
      "161 this how works in uk. if i'd been white &amp; those politician impoed thieves black, they'd investigate &amp; prosecute. returnmyvinyl ð\n",
      "\n",
      "162 after sex amateur callsign lookup\n",
      "\n",
      "163 needed a little bit of arizona to put in my car. arizona\n",
      "\n",
      "164 i'm actually really hu. a game i once loved is totally fake. to the be careful, it's getting obvious and truly nbafinals\n",
      "\n",
      "165 an afternoon well spent on the water. goodtimesgoodfriends &amp;thankful lifewellspent\n",
      "\n",
      "166 ..on a brighter note tomorrow i'm looking after puppy lab amber and mad max the spaniel for 2 weeks mayhem\n",
      "\n",
      "167 what a disgrace :( poor kids already have tough life ...\n",
      "\n",
      "168 teen girl killed, 3 others injured in downtown oakland shooting. guns mentalillness gangs ð¨ð¦ð¨ð¦ð¨ð¦ is orlando\n",
      "\n",
      "169 the simple things the past administration deliberately ignored\n",
      "\n",
      "170 it's laughable to see all these \"celebrities\" at the ali funeral... when did a funeral service become a pr oppounity?\n",
      "\n",
      "171 everybody's got somebody but me... single vain\n",
      "\n",
      "172 omg, hope you had fun seeing selena gomez live. if you went. sorry if you didn't go.\n",
      "\n",
      "173 come see brooklyn &amp; host the parade on sat. 6/25! pride2016 httâ¦\n",
      "\n",
      "174 she bounced many times before today. nasty close calls, and always came out smiling. brain damage. weed pipe\n",
      "\n",
      "175 we hope you're as as we are! not too late to get booking for musicbooks, dundalk louth\n",
      "\n",
      "176 does a love story like this really exist? :(\n",
      "\n",
      "177 poor little one ðª\n",
      "\n",
      "178 sorry? sorry?? themusketeers not on again until mon 20th? bad enough that it's the last series without messing with shedule!\n",
      "\n",
      "179 it looks like katsubi has closed down in miranda. hope i'm wrong and there's a reason they closed today\n",
      "\n",
      "180 play birds meet red nurse. a new game every 4 hours! freegames flashgames\n",
      "\n",
      "181 throwing in with wacko leftists seth? next you'll join with code pink?\n",
      "\n",
      "182 apple announces yet another underwhelming slew of useless ui updates that no iphone user wants or needs. clueless wemissstevejobs\n",
      "\n",
      "183 feelin a lil down :( papaya healthy healthyeating ness follow hashtag fruit\n",
      "\n",
      "184 . just what such a victim needs at this point. what a joke spaciba\n",
      "\n",
      "185 oh you are so .. desperate lonely housewives .. poohing ... ifyouonlyknew troll secrets nyc\n",
      "\n",
      "186 just because you liberals are self-loathing doesn't mean the rest of us are. the only weapon you have is to yellâ¦\n",
      "\n",
      "187 where to go in negros? not too far and expensive and where we can commute bc we don't have a car. ð\n",
      "\n",
      "188 helping little people manage big emotions feelings disappointment\n",
      "\n",
      "189 the tragic death of british mp joe cox should serve as reminder to to cool down the political rhetoric on all sides = it can be deadly\n",
      "\n",
      "190 you've gotta identify the problem before u can solve it. nothing is being done. is all talk no action.\n",
      "\n",
      "191 big g stepping in with the false flags.\n",
      "\n",
      "192 imagine that - black people looking for a f'n handout ..!!! pathetic\n",
      "\n",
      "193 at the end of it all, you were always wrong!!! whenyourenotrightinyourhea unwanted used damaged unstable\n",
      "\n",
      "194 no secret bout it-jesus christ unashamedly loves you &amp; wants you to make heaven-jesusempowers&amp;savesask instadaily alone lonely\n",
      "\n",
      "195 sick news from florida...\n",
      "\n",
      "196 supposedly taunton didn't cross paths w/ hitchens during his last year. just another religion claiming the dead. despicable\n",
      "\n",
      "197 quotes latenights crying dness i can never be me without being criticized.\n",
      "\n",
      "198 dear unborn children of kenya,my humble advice to you, as you form in the essence of your creation, please learn to hustle. debts await\n",
      "\n",
      "199 no, i should suppo hillary, after all she loves gays so much she takes donations from countries that kill us. sad!\n",
      "\n",
      "200 love is never happy when others do wrong, but it is always with the truth. 1 cor. 13:6\n",
      "\n",
      "201 into the second round after beating de bakker. hardworkpaysoff atpchallengeour fightâ¦\n",
      "\n",
      "202 going to a conce a guy checks in goes through security with 2 guns wtf ripchristina gonetoosoon\n",
      "\n",
      "203 just coz their is a few of these vids, dont mean they are not woh wotching, they are there hilarious, a must watcâ¦\n",
      "\n",
      "204 seriously...slow it down, 2016. save some suckiness for future years. geez.ripanton starek geek nerd news\n",
      "\n",
      "205 open minds are ones. stop all the barbaric hate. this video gave me goosebumps\n",
      "\n",
      "206 my hea breaks when i think of how desperate she was in keeping miles, she even bet for lottery...\n",
      "\n",
      "207 our dog blue has congestive failure. treating her with medicine however there is no way to fix a dogs broken hea.\n",
      "\n",
      "208 seriously i'm going to go hulk mode in a minute with this tosser. boyfriend hulksmash fuckthisshit\n",
      "\n",
      "209 allahsoil not all muslims hate america. emiratis 2016in4words\n",
      "\n",
      "210 not feeling myself rn pain hu ðð . hate crying\n",
      "\n",
      "211 strolling now with my friends in this cold night ! â¦\n",
      "\n",
      "212 &amp; the democraticpay keeps telling me that blm but i see chicago detroit &amp; every other innâ¦\n",
      "\n",
      "213 , shocked by your ignorance\n",
      "\n",
      "214 if you stumble get back up getbackup stumble livefree loveoften befree behappy\n",
      "\n",
      "215 if talking about makes racism worst, with that logic talking about how talking about racism makes it worst, makes it worst.\n",
      "\n",
      "216 happy is doesn't mean forever because there's a sad sto is doesn't mean forever cause there sad story when the happy is endingîî\n",
      "\n",
      "217 the storm is calming down and i'm staing to see some colours of the rainbow!!!\n",
      "\n",
      "218 appalled by the service i've received! won't be shopping with johnlewis again. johnlewis\n",
      "\n",
      "219 looking forward to a trip to tomorrow with my little one and her friends ðð¼âï¸ðªð·ð§ðððð® drusillas daywithfriends ð\n",
      "\n",
      "220 i've just signed up for olympic distance! time to sta some serious training\n",
      "\n",
      "221 it isn't to target illegals and/or criminals. it's just plain commonsense. ð\n",
      "\n",
      "222 ojmadeinamerica is tragic &amp; fascinating marcus allen sexliesnegos...guess faye resnick told truth on that one huh?\n",
      "\n",
      "223 the glass and marble saw has just arrived in a box half the size of a car... .\n",
      "\n",
      "224 angry birds stella fork in the friendship birds stella fork in the friendship birdsstellaforkinâ¦\n",
      "\n",
      "225 internalized homophobia is real. why was this an option at all? sick\n",
      "\n",
      "226 wh is enemy deployed google for illegal manip.in eu they fined bastards $3.5 bill for same manipulation.lawlessness\n",
      "\n",
      "227 i loaded the car last night! sad newadventure\n",
      "\n",
      "228 in one of my depression funks tonight... laid in bed for almost 7 hours listening to heavy metal and spacing out. tired of being sad.\n",
      "\n",
      "229 very tragic. my daughter was already inspired by her before thevoice. ripchristina covers piano rolemodel\n",
      "\n",
      "230 just saying as soon as that scene in that episode of oitnb i lost all interest in the show oitnb pissed mad upset\n",
      "\n",
      "231 literate polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places loo\n",
      "\n",
      "232 not everyone accused is guilty. rape is a horrible thing, falsely accusing someone of it is just as bad. truth\n",
      "\n",
      "233 i know... love? cold âââ dreams sp brazil vsco vcsocam vscobrasil vscophotoâ¦\n",
      "\n",
      "234 when the girl code doesn't even exist anymore :((( rant why helpless girl wishiwasbetter itcouldvebeenme fuck\n",
      "\n",
      "235 brokenhea broken lonely ness by broken5116\n",
      "\n",
      "236 i am orlando :( orlando rip\n",
      "\n",
      "237 27 sms`s sent for the cash count down and no call\n",
      "\n",
      "238 nothing wrong with a bit of self belief!! ððª fitness healthy loveyourself believe â¦\n",
      "\n",
      "239 this game is going to be epic!! zelda e32016 gamer nerd\n",
      "\n",
      "240 this summer is about to be crazy. i can already tell i'm going to have to stay out the way, and not show my face at too many eâ¦\n",
      "\n",
      "241 he found his soulmate, she didn't. terrible\n",
      "\n",
      "242 â global economy remains anxious as brexit decision approaches - wells fargo blog silver gold forex\n",
      "\n",
      "243 bestoftheday polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places\n",
      "\n",
      "244 i wanna be fucked ! my id 13479 meet me here\n",
      "\n",
      "245 not happy with your customer service ð you overcharged me on an order &amp; you've been very unhelpful so far. loyalcustomer\n",
      "\n",
      "246 . i spent bestfriendsday w bentley corgi he moves 2 n fl 2morro it was but sad day\n",
      "\n",
      "247 can't believe tomorrow is our last day in new york :( freedomtower broadway\n",
      "\n",
      "248 japan abe government is mere puppet of ultra rightist group \"æ¥æ¬ä¼è­°(japan conference)\" fascism guardian nytimes bbc afp rsf\n",
      "\n",
      "249 it's so sad that people's pets get loose and end up missing. ð¢ i really wish pets didn't end up go missing so easily.\n",
      "\n",
      "250 ð¡ when the local library tries to charge you once again for fees you've already paid twice before ineedtosavethereceipt frustrated\n",
      "\n",
      "251 i thought alt-right secretly meant white nationalist altright maga\n",
      "\n",
      "252 . not even one example? let me guess: you're not allowed to or are too fearful to speak of islam? such is a cliche\n",
      "\n",
      "253 so we're down to single figures on the 'sleeps until glasto' countdown ð t-9 glastonbury ðð¼ð»ð¸ð¤âï¸ð\n",
      "\n",
      "254 pathetic is two people devoted to cruz trolling in a hillary clinton suppâ¦\n",
      "\n",
      "255 is the prosecutor considering criminal charges against graves family as they did the greggs? harambe &gt;black life white liâ¦\n",
      "\n",
      "256 him and cameron have in my opinion done nothing but talk the nation down and patronise the people. diâ¦\n",
      "\n",
      "257 new addition to my little family coming soon!\n",
      "\n",
      "258 farewell ceremony today! sad mixedemotions\n",
      "\n",
      "259 â¦you black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "260 cotd polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looking\n",
      "\n",
      "261 i'm so empty inside. aren't we all? hollowbones frail tweettweet\n",
      "\n",
      "262 disgusted to hear donalddrumpf repeating this baseless lie/slander! just not believable. ! loveislove ramadan\n",
      "\n",
      "263 it's just been a bad week overall. every day matt and i heard of another death.\n",
      "\n",
      "264 gop will fail on anti-morality platform.\n",
      "\n",
      "265 simon homophobic assholes don't need te find an excuse. in their mind everything is caused by equal rights tâ¦\n",
      "\n",
      "266 is it being knocked down? my old school in ek now a spos centre...notredame institution!\n",
      "\n",
      "267 r these people this stupid? now killary suppoer says trump is the rappist. not bill. is this real life? turds\n",
      "\n",
      "268 oooh! malcolm launched a podcast! alas, i can't binge listen since it is at episode 001!\n",
      "\n",
      "269 names for women fucking hard teen\n",
      "\n",
      "270 chick gets fucked nude superhero\n",
      "\n",
      "271 worst day ever. fml sick worried headache cold\n",
      "\n",
      "272 playing black ops iii on the easiest mode and i still suck at it.\n",
      "\n",
      "273 sad weiner dog weinerdog depressed animal animalfriend\n",
      "\n",
      "274 you get the street cred for tackling half the menu! we'll be waiting with round two ð´ð¤\n",
      "\n",
      "275 reserved a king suite for 4 people &amp; they give us a room with just 1 bed... &amp; the hotel is fully booked. fail lakeway\n",
      "\n",
      "276 streetautopia attack bull game 3d: do you really think that his head was empty around the city. each si\n",
      "\n",
      "277 the angry reaction on facebook comes to show just how angry and bitter the majority of the world is.\n",
      "\n",
      "278 it was very boring, looks like she doesn't want to be there\n",
      "\n",
      "279 i have resurrected from the twitter dead. i am back guys! and conveniently in time for the euros! euro2016 europaleaguefinal !\n",
      "\n",
      "280 it's unfounate today that aids is under control but hate is not, and kills more gays yearly orlando\n",
      "\n",
      "281 needs to fire &amp; the dumb mfer that hired his genocide promoting ass! don't hire their graduates!\n",
      "\n",
      "282 \"people of colour do not enjoy equality within the lgbtq community;they are an excluded,marginalised group.\"\n",
      "\n",
      "283 there are bad apples in every barrel.no one needs attention seekers putting stats like this up x\n",
      "\n",
      "284 wake up everyday and remember what you have to be thankful forð thankful grateful â¦\n",
      "\n",
      "285 people who wonder if the glass is half empty or half full, miss the point. the glass is refillable. travel\n",
      "\n",
      "286 not in the mood to do anything.. depression strikes again.. depressed broken\n",
      "\n",
      "287 if it really rained cats and dogs, they'd probably all die on impact. :(\n",
      "\n",
      "288 sad but true for the kids in arkansas. saydyslexia 1in5\n",
      "\n",
      "289 now playing on sad classical music (.com) : angels of venice - \" sad lisa\" angels of venice lisa\n",
      "\n",
      "290 our bassist left his bass in the backseat of his car. he came back later to find his window smashedâ¦and in his backseaâ¦\n",
      "\n",
      "291 praying for the victims and their families of this senseless tragedy :( why â¦\n",
      "\n",
      "292 i can't believe that i will see in a few days in my country qal cantwaitâ¦\n",
      "\n",
      "293 for hate crimes watch the arabs in never seen so much hate against the poor like in thisðºð»ð©\n",
      "\n",
      "294 meanwhile...... no fucking mods pissed unfair fuckhashtags hashbrown yum i got thr shitz\n",
      "\n",
      "295 leaving to go camping in an hour and a half!!!\n",
      "\n",
      "296 what a fail - this literally makes a fool of millions of americans who wanted an alternate voice\n",
      "\n",
      "297 i'd love to wake up just one morning without some so of horrific news... orlando prayforourworld\n",
      "\n",
      "298 â eur/usd upside scope is limited. - scotiabank blog silver gold forex\n",
      "\n",
      "299 some people fail to recognize the good things that happen in their lives everyday the sun rises.\n",
      "\n",
      "300 after months of bad news a hea ache am going to an aunty again to hopefully a little boy ekk, excited for cuddles\n",
      "\n",
      "301 what the heck this is so mean!!! please silence racism! bully\n",
      "\n",
      "302 seriously, when i saw orlandoshooting on tv, it reminded me parisattack... ð±ð¢ world really goes crazy ð¡ð¡loveislove prayfororlando\n",
      "\n",
      "303 such sad news. r.i.p: anton yelchin. rip antonyelchin starek news film accident\n",
      "\n",
      "304 show me your tits, idiot!\n",
      "\n",
      "305 this is disgusting grandmother grandsons exist already\n",
      "\n",
      "306 i generally don't respond to ignorance on fb but i couldn't help myself today... frustrated fuming\n",
      "\n",
      "307 i'm so deeply saddened by orlandoshooting , almost numb from pain. rhetoric &amp; anger is palpable online. i'm sick of the sick people.\n",
      "\n",
      "308 raghuramrajan is a man with spine. didn't bow down to feku &amp; co. his absence will be felt big time ...\n",
      "\n",
      "309 the crazy cat lady just transformed to the cat lady .. what the f is wrong whit people..\n",
      "\n",
      "310 this is terrible news. can't believe the hate directed towards the lgbt community heabreaking\n",
      "\n",
      "311 euro2016 fans are making sec football fans look like acc football fans. dumb\n",
      "\n",
      "312 harbaugh had no time for stupid questions about bikinis. thank you, no time 4 . via\n",
      "\n",
      "313 some of my a a draw drawing fairy faiytail blackbutler cielphantomhive natsu crying fail...\n",
      "\n",
      "314 now your poor innocent child is dead and to top it off they killed a shit ton of gators to try to find the body preventable\n",
      "\n",
      "315 proves that small dicks make small minds deploraball whitesheet inbred\n",
      "\n",
      "316 all this little stars â­ï¸ ffxiv ff14 odinserver lalafell night\n",
      "\n",
      "317 when you are ,you enjoy the music.but when you are sad ,you understand the lyrics.\n",
      "\n",
      "318 i hate it. but i have to face the truth i'm always going to be second. quotes latenights ness crying\n",
      "\n",
      "319 hard to take your \"national security\" seriously when it's moored in \"i'm with racist,\" topped w muslim ban.\n",
      "\n",
      "320 this makes me so ! aren't you at least a teeny bit happier meow that you seen this â¦\n",
      "\n",
      "321 arianagrandedrawing attack bull game 3d: do you really think that his head was empty around the city. eac\n",
      "\n",
      "322 holy bad liar batman! you need some lessons from your idol unethical. .\n",
      "\n",
      "323 when lgbt people become less human ð\n",
      "\n",
      "324 travelled for canucks game sad and disappointed of oiler fans the sad i can't cheer for my own team .\n",
      "\n",
      "325 this weekend i will be wishing i'm in the u.s. with all the other bfest authors. canadian yalit luck!\n",
      "\n",
      "326 can't wait to go on holiday with this little rocket!ð bestie rocket 6weeks\n",
      "\n",
      "327 america needs to be more tough on gun control! no more same fake speeches from the leaders doact loveconquershate prayforamerica\n",
      "\n",
      "328 51 year old man has made it his life mission to hate a 18 year old kid for calling himself the chosen one. justakid\n",
      "\n",
      "329 deep thought !!! oopsðð hellyshah hellytweets sad reellifers\n",
      "\n",
      "330 ð¹ xskinnybeautyxo: heaache broken depressed depressing depression ness love selfharm...\n",
      "\n",
      "331 i'm shamelessly for season 4 orangeisthenewblack ó¾ oops i got in trouble 4 tagging oinb when i...\n",
      "\n",
      "332 sad feels hate unloved pain\n",
      "\n",
      "333 yes disgusting and hateful trumpsamerica hateful\n",
      "\n",
      "334 unfounately due to the forecast for this evening we have to cancel the summer conce series tonight.\n",
      "\n",
      "335 why would anyone do this?? yes, celiac is not an allergy but it should be treated as one!! it's serious!! ð¡ð¡ð¡\n",
      "\n",
      "336 i'm sure tmrw i'll be angry, but tdy i'm just i will nvr understand why anyone can hate someone for who they &lt;3 pulse ally onelove\n",
      "\n",
      "337 if i really like emð who cares what anyone else thinks fuck your opinion!ð¨ ..\n",
      "\n",
      "338 and channels has no connection. my life is over ð­ð­ frustrated ð¤ð¢\n",
      "\n",
      "339 w/ever these ppl are who \"love\" the rep pay need to open a effing newpaper...and im a republican! waiting4trump\n",
      "\n",
      "340 pathetic attitude orlandoshooting we need to \"get used to the idea\" brandon smith from alt-market. such a sma young guy\n",
      "\n",
      "341 a little sneak peek at new items coming soon to our shop! newproduct smallbiz crafts scrappy\n",
      "\n",
      "342 doesn't make any sense at all!! shocking ripchristina\n",
      "\n",
      "343 behind bars. having that as a view and no way out! so very g captive trapped lockandkey\n",
      "\n",
      "344 stop looking for reasons to be unhappy. focus on the things you do have, and the reasons you should be . wednâ¦\n",
      "\n",
      "345 stocking sex sites chick gets fucked\n",
      "\n",
      "346 difficult to be mindful and change? this book is 4 you-be ! learn the 7 secrets\n",
      "\n",
      "347 i still can't get over donald trump's very poor sentence structure skills. injustoutbook uneducated\n",
      "\n",
      "348 ep 28 we discuss thatguy groupoffriends drinking faking drunk trysomething redrain mango malibu\n",
      "\n",
      "349 nude rear naughty naked school girls\n",
      "\n",
      "350 \"uk now has the highest average level of student fees in oecd countries.\"\n",
      "\n",
      "351 â abandoned military base's 'experimentation room' blog silver gold forex\n",
      "\n",
      "352 orlando shooting mad my hea goes out to the people who are affected by the shooting inâ¦\n",
      "\n",
      "353 casually dancing like a dick to sorry by justin bieber ð is it sad i know the moves of by hea ð mood\n",
      "\n",
      "354 i am very disappointed after watching 10 mins of your episode 4 of the island; the swearing is unbelievable and unedited!\n",
      "\n",
      "355 i'm heading to work to say goodbye to i hate goodbyes.\n",
      "\n",
      "356 i will be voting for you in the primary. is a disgrace and needs to be removed.his trump hate is insane.\n",
      "\n",
      "357 finally sat down! poorfeet !! haapyclients pt summershere ðððð\n",
      "\n",
      "358 should be it's friday but fuck mornings\n",
      "\n",
      "359 finally getting to a game! :d zoomzoom mazdagirl mazda3neo\n",
      "\n",
      "360 family 5k happiest5k indianapolis @ military park (indianapolis)\n",
      "\n",
      "361 pissed strikes want money back !!! missing gutted ! so ur shit out a holes.... engrus twats\n",
      "\n",
      "362 it's so soothing to see u on tv after a bad bad day feelingbetter :))\n",
      "\n",
      "363 pray for orlando orlando orlandostrong bestrong pray believe benice lostones upset scary prayforflorida\n",
      "\n",
      "364 if you are hispanic black asian a non-racist white, other minority don't serve in military while in power cnnâ¦\n",
      "\n",
      "365 i am daisyâââ¿â¾ daisy flower green garden sunny candy ribbonâ¦\n",
      "\n",
      "366 bored ninja icons isolated on white background. a as\n",
      "\n",
      "367 another dalit youth loses his life in the hands of liquor contractors punjab,which is mainly dominated by\n",
      "\n",
      "368 been back in studio recording my second single its coming newsingle\n",
      "\n",
      "369 life is so complicated.\n",
      "\n",
      "370 what a loverly way to spend father's day down flamingo land blessedandgrateful\n",
      "\n",
      "371 i hardly see him this mike mikeperez classreunion woodrowwilsonâ¦\n",
      "\n",
      "372 drunk at the cbs lions club. yyt nfld\n",
      "\n",
      "373 maybe u should stop talking about other nations leaders when this happens in your house daily.\n",
      "\n",
      "374 men's footjoy black saddle weaved golf shoes 9.5 m soft spikes soft heel inse footjoy black\n",
      "\n",
      "375 those stairs leave me tired asf i sweat smh\n",
      "\n",
      "376 chick gets fucked videos of big asses havin sex\n",
      "\n",
      "377 repost so honored and to have this chick cutting bass onâ¦\n",
      "\n",
      "378 who do i email about getting our 3 rooms next to each other hotelcroatia cavtat? big wedding anniversary celebrations ð¾\n",
      "\n",
      "379 sad piano theme piano royaltyfreemusic stockmusic piano background pond5 podcast games\n",
      "\n",
      "380 â¦and even santa was afraid... of obama &amp; soros groups that threaten public safety &amp; propey\n",
      "\n",
      "381 this week i've felt, confused, , empowered, heabroken can we fix this? orland stopthehate via\n",
      "\n",
      "382 when all your friends are single and you're just there in a relationship like... as fuck\n",
      "\n",
      "383 allahsoil the revolution occurredâjust not how marx expected it to. â¦ teambts teamsuperjuniorâ¦\n",
      "\n",
      "384 if i'd posted your flag logo in 2008 i'd have been called . forced to bake a cake. same for dancers. elitist asses.\n",
      "\n",
      "385 it does not help when a person comments \"i don't like obama, but you're out of line!\" like duh mf, you knew you were voting same as\n",
      "\n",
      "386 game 6 is over in the 1st quaer!\n",
      "\n",
      "387 . he was born on third base and thought he hit a triple.\n",
      "\n",
      "388 how come this is not a uk thing as well? :( missingout i don't shop uo, but if they stocked limecrime....\n",
      "\n",
      "389 when game 5 is here and gone. so tired of all the so called expes flapping mouths. that is why we play the game. win or lose\n",
      "\n",
      "390 ojmadeinamerica holy photos.. my goodness that was brutal. puts a new spin on murder..\n",
      "\n",
      "391 can't believe i was up through the 3hrs of orlandohorror unfolding. 1st, w a tweet seen, then w cnn slowly on tv. tweet, posting ...\n",
      "\n",
      "392 i didnt choose attraction to my husband anymore them my friend did for her wife. you do choose to shoot guns/act in hate orlando\n",
      "\n",
      "393 fascism doesn't arrive doing a nazi salut.but in a sharp suit altright richardspencer trumpism dâ¦\n",
      "\n",
      "394 i have way too much shit to look forward too\n",
      "\n",
      "395 senator from florida orlando district instantly uses a crazy person as an excuse for gun control. within the first minute of her talk.\n",
      "\n",
      "396 the only one who cares that the word islam is used is your glorious leader with the limited vocab neverump\n",
      "\n",
      "397 you're a lonewolf who'll probably snap 1 day! go kill something. you're a hate merchant\n",
      "\n",
      "398 finding dory in less than 2 hrs.\n",
      "\n",
      "399 aaaaand steph still wont get his finals mvp :(\n",
      "\n",
      "400 all set for the game... come on england â½ï¸..\n",
      "\n",
      "401 whoever said it's hard to be sad with an icecream in your hand drastically underestimated the power of\n",
      "\n",
      "402 wow not sure they teach that skillset in seminary. cultureofdeath\n",
      "\n",
      "403 the average total views for was 7.05 million. why the fuck did you can it?thats 7.05* million people disappointed.\n",
      "\n",
      "404 disgusted infuriated inhumane this guy has got to be stopped he is nothing but an affluent animalabuser &amp; a dick\n",
      "\n",
      "405 i've been a fan for decades and i don't even relate to any of these crazy story lines. what has happened!?\n",
      "\n",
      "406 just seen the video of england fans singing \"no surrender.\" aren't these morons aware of the decommissioned weapons over a decade ago.\n",
      "\n",
      "407 aint never met a nigga that go limp off the drankð¸ð·ð¾ ...until i met youðð limpdickwilly\n",
      "\n",
      "408 just another random selfie humpday smile @ birmingham, united kingdom\n",
      "\n",
      "409 a transformer blew in my neighborhood. stuck w/o power, hopefully not for too long. i don't food in the fridge w/o coldness. blackout\n",
      "\n",
      "410 only in america guns violence smh dangerous politics conspiracy hidden agenda usa\n",
      "\n",
      "411 disgusting racist thugs, look forward to him going back to jail\n",
      "\n",
      "412 \"nearly everyday, i feel empty or sad. on some days, i'm okay; not happy, not sad. just okay.â sad confusâ¦\n",
      "\n",
      "413 yeahhhh! come back soon! empty nomorewhiskey metalheads\n",
      "\n",
      "414 i hate when people take shit that don't belong to them!!!! frustrating fedup so ð¡ð¡ð¡ð ð ð\n",
      "\n",
      "415 just dropped off cuz at airpo. :( iwillmissyou\n",
      "\n",
      "416 still can't believe what happened in pulse night club. i spent years going there when i was long haul crew. rip orlandosâ¦\n",
      "\n",
      "417 ursexiestmorena - na: shy porn naughty nude young kinky sexy xxx nasty slut wet snapshot ...\n",
      "\n",
      "418 crazy snapchater snapchat snapchater crazy stupid cyprus waitingâ¦\n",
      "\n",
      "419 bitches hate and dislike you, stalk you, but you dont even know they even exist.\n",
      "\n",
      "420 no happiness here (animation) via raining animation\n",
      "\n",
      "421 fathersday greeting from my son tristan. it's the small things fill our lives withâ¦\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "422 a little burst of for you! via\n",
      "\n",
      "423 girl get fuck leg fucking\n",
      "\n",
      "424 finally the hour count down til we leave to victoria, b.c. open road &amp; merry travels ð scenery mountains ocean\n",
      "\n",
      "425 democrat pay has alway been the pay of before it was black inferior to whites. now whites are inferior to everybody\n",
      "\n",
      "426 . terrible service not how a company conducts itself if it wants respect &amp; disappointed-3rd time u'veâ¦\n",
      "\n",
      "427 ordered from and the pizza place claimed they never got the order. confused hungry\n",
      "\n",
      "428 this thread is gold but now i'm im single\n",
      "\n",
      "429 how far is europe swinging to the right? - nyt libcrib uniteblue fascism trump fear ignorance hate\n",
      "\n",
      "430 he is nt a man talk less of a boy bt a king! yet u're accusin him of wrong doings by d same culture standards\n",
      "\n",
      "431 hands down my favorite player to watch! i caught every college game too! when you were sick...i was ...selfishly ð­ð\n",
      "\n",
      "432 woke up to terrorist attack in orlando and bombing in airpo... wtf has the world become\n",
      "\n",
      "433 i bet your as ugly on the outside as you are on the inside. why tweet this shit what is it proving.â¦\n",
      "\n",
      "434 not enuff urgency by warriors, my nfl career may not sta for a few days yet...\n",
      "\n",
      "435 dear theresamay. brexit is &amp; lies. remainers should never unite with leavers. have a shit christmas lady\n",
      "\n",
      "436 today 1st half of blind tasting panel visiting samples 8 test batches to decide which we brew as lsubeer geauxlocal\n",
      "\n",
      "437 yes, which is very . open primaries is needed all over the land. closing them out is absurd.\n",
      "\n",
      "438 this is about to be a great game!!!!\n",
      "\n",
      "439 texas the principal resigned! justicereform the politicians are corrupt. that means the judges are in...\n",
      "\n",
      "440 pink wednesday ! ;) onwednesdayswewearpink goodmorning morningmotivation half of theâ¦\n",
      "\n",
      "441 hello! me selfie cold\n",
      "\n",
      "442 have been very busy behind the scenes the last few weeks. we were working on something very special thisâ¦\n",
      "\n",
      "443 count down is on jaylenosgarage want to watch from my garage? mustanggtboxstersmazdaspeed3 !!!\n",
      "\n",
      "444 and destructive socialists maddow\n",
      "\n",
      "445 diy essex girl fucked hardcore tracks\n",
      "\n",
      "446 fully agree! expect failure that's what i tell my ss. need to model that!\n",
      "\n",
      "447 bihday to my baby gemini sis. she was due on my bihday, june 8th, but came on theâ¦\n",
      "\n",
      "448 chepstow, gwent : police appeal following 2 alleged assaults wales cymru\n",
      "\n",
      "449 ridiculously nevous sick for this game englandvswales england ð¬ð§â½ï¸ð¬\n",
      "\n",
      "450 filling the void in my hea with back to back conces all july long.\n",
      "\n",
      "451 show me a store that had a tomahawk steak and i will run down oxford street naked aka nosâ¦\n",
      "\n",
      "452 new cover on my facebook-page. gary jules - mad world : garyjules madworld cover mad world pop\n",
      "\n",
      "453 sad to hear that as you say a gentleman\n",
      "\n",
      "454 long holidays have just begun wiz rainy day. dragon boat festival. ç«¯åç¯å¿«æ¨ð² niftycap simplysmilestayawesome\n",
      "\n",
      "455 \"the holidays are a violent time for me, and iâve begun to question the impoance of families.âfamilycircus chriâ¦\n",
      "\n",
      "456 how long will be the delay??i might miss an impoant briefing bcoz my flight keep being retimed pissedoff\n",
      "\n",
      "457 it sucks when you want comfo and the person that should give it to you is being insensitive. huing\n",
      "\n",
      "458 nda allies can kill bjp faster than congress and other opponents tdp\n",
      "\n",
      "459 if we (pentecostals) were as passionate about lost souls as we are about politics we'd turn the world upside down.\n",
      "\n",
      "460 ironic: when you dance like a moron, you feel like a genius! dance geniusâ¦\n",
      "\n",
      "461 sunday funday!! sunday silly\n",
      "\n",
      "462 hehe, looks like we found an approximate date ððð somuchfunlasttime ð\n",
      "\n",
      "463 . what a douchebag. like his dad! assholes rapists pedophiles evil satanists\n",
      "\n",
      "464 milkyway24 - na: kinky slut porn xxx nasty young naughty shy wet sexy hot horny nude\n",
      "\n",
      "465 grief has many stages-he's still in mode....\n",
      "\n",
      "466 attention seeking at the wrong time.\n",
      "\n",
      "467 r u sad? so do i. world would be easier without me. depressed icantgoon why god creates disabled people like me? godisnotfair\n",
      "\n",
      "468 ish paly cloudy now and lot of wind bitcold\n",
      "\n",
      "469 its been well over 3 years or so and still never received my tote i won :( indeed\n",
      "\n",
      "470 can't wait to see the asshole who did this. although i'm living among people like him everyday.\n",
      "\n",
      "471 very disappointed in statement today. i thought better of you. desperate? totallywrong\n",
      "\n",
      "472 this is the sad and bitter reality! journalism\n",
      "\n",
      "473 kids polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looking\n",
      "\n",
      "474 our single shipwreck is out now on ! so about this one\n",
      "\n",
      "475 i'm lonely and unwanted\n",
      "\n",
      "476 red eyes, runny nose, headache. that's what you get for crying all morning mr. velicaria. sorry\n",
      "\n",
      "477 they are the silent majority &amp; it's frightening &amp; beyond pray for orlando\n",
      "\n",
      "478 poor rajoy alberiveraeh rajoy\n",
      "\n",
      "479 this is so crying\n",
      "\n",
      "480 sad that there is so much hatred towards jews in eu &amp; xians in me. remember xians of kenya, nigeriaâ¦\n",
      "\n",
      "481 yolo attack bull game 3d: do you really think that his head was empty around the city. each side is suppo\n",
      "\n",
      "482 now playing : philip wesley - \" dark night of the soul\" on music song\n",
      "\n",
      "483 wide open spaces baby! landscape painting this week, dixie chicks tonight. lifeisgood â¦\n",
      "\n",
      "484 petal polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "485 nobody helping since days for complaint ref 3818 nothinglikenew mensfashion centralatdahisar\n",
      "\n",
      "486 with the allocation of 1.127tn to justice law&amp;order. no more \"kintu kidogo\"\n",
      "\n",
      "487 . and i don't agree with his policies. but, i suppo him anyway. pathetic\n",
      "\n",
      "488 wtf this is gross\n",
      "\n",
      "489 the only thing allowed to be funny on the internet is cats...are you a fucking cat jesse? i bet you \"think\" you are.\n",
      "\n",
      "490 looking forward to the game tonight come on you gunners arsenal gunners skyspostoday\n",
      "\n",
      "491 i tried the vanilla sweet cream cold brew and it wasn't sweet at all. it was really bitter. vanillasweetcreamcoldbrew\n",
      "\n",
      "492 is so typical. could you be anymore ? just look at the hate her feed. you say notmypresidnet butâ¦\n",
      "\n",
      "493 hey im bored got nails\n",
      "\n",
      "494 terrible war in our world. ideology vs. humanity equals liveslost problem throughout our world banassaultweapons\n",
      "\n",
      "495 excited for game 7. khit sino manalo, cleveland or warriors. basta ko cavs nation! cavsnation kyrielebron\n",
      "\n",
      "496 outrageous, un vote: un voting against israeli jewish businesses only in judea and samaria blacklistinâ¦\n",
      "\n",
      "497 poor pearl ð stevenuniverse pearl\n",
      "\n",
      "498 in the gop deplorable i have seen many \"conservative\" memes over the last 8 years notfunny\n",
      "\n",
      "499 my cat is bery afraid of my shoes today... huh... ðð cat shoes afraid weird lol funny strange lovehim\n",
      "\n",
      "500 ladies and gentlemen it is time! stream will strat in a few!! doom twitch letsplaylive letsgo\n",
      "\n",
      "501 yuki920 - cooking ,listen to the music ,reading: young kinky slut wet snapshot horny nasty xxx...\n",
      "\n",
      "502 drop any feelings of hostility or ill will, &amp; be , wherever you choose to go.\"~atisa iampeace\n",
      "\n",
      "503 listening to you this wet mon, ahead of leedsmillenium gig next month ððð music ace\n",
      "\n",
      "504 you will fail to succeed ;)\n",
      "\n",
      "505 alexpascal was friend of my late daddy and my music teacher. eu easteuropeans are\n",
      "\n",
      "506 yes he is but sadly he's just 1 of many &amp; even worse is the fact the higher ups that should be level headed are just as bad\n",
      "\n",
      "507 ummhmm., no not fair. but pc all the way nightshift\n",
      "\n",
      "508 when random people appreciate your work! ð facebookdiaries wohsmilingfor\n",
      "\n",
      "509 . i gotta say if scott walker is withdrawing his endorsement, trump has gained a little lustre. nottrueatall\n",
      "\n",
      "510 , mad, syfy, furious, bar fight, wyonna earp, bobo del ray, michael eklund via giphy\n",
      "\n",
      "511 ... mentally he maybe 16yrs ð§\n",
      "\n",
      "512 tweeted the exact same thing 10 mins ago. i can't stand she is such a nasty bitch &amp; so false looking!!\n",
      "\n",
      "513 prayers to the families of those killed &amp; injured in orlando, florida. such a horrific attack on innocent people. so unbelievably . ð\n",
      "\n",
      "514 this is cynical blackmail of pensioners who mr c thinks are most likely to vote against him and vote brexit\n",
      "\n",
      "515 obama suppoing communism+islam which is another as deadly ideology isn't 'bout race-only suppoing nazi=â¦\n",
      "\n",
      "516 sorry to hear that, as my mum is 95 years and has been in a care home for last eight months. i have that to come\n",
      "\n",
      "517 inked polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "518 prison officers goaded muslim inmates until they needed to be restrained as pa of a game\n",
      "\n",
      "519 that moment when you realize your fav show on isn't prime anymore scandal wtf\n",
      "\n",
      "520 hello saturday ððð snapchat crazyday crazy saturday weekend music panda like\n",
      "\n",
      "521 lots of cavs fans so classy trolling bay area media. typical cleveland life i guess\n",
      "\n",
      "522 woh repeating.the orlando shooter pledged allegiance to isis, who would've executed, not allied with him in person ridiculous irony\n",
      "\n",
      "523 just heard about the pulseshooting in orlando. i am so sick and tired of this madness. and and . so sad for all this loss.\n",
      "\n",
      "524 â chile expected to remain âon holdâ this week, colombian data eyed â bbh blog silver gold forex\n",
      "\n",
      "525 not for long. this country is going down. bye bye freedoms. that is what your hc wants.\n",
      "\n",
      "526 this time next week we will be in zante ððð¼âï¸ðâï¸ bloody\n",
      "\n",
      "527 just purchased this little beauty! can't wait to wear it playsuit fashion blogginggals fbloggers depop\n",
      "\n",
      "528 icymi: \"why 2016 was not a complete washout for anti-racism\" by change antiracism\n",
      "\n",
      "529 when it's wednesday but you remember it's only two days for the weekend vacuum humpdaymotivation reddeer\n",
      "\n",
      "530 trying to avoid e3 spoilers so you can catch up tonight is far too difficult!! e32016 games ps4 pc\n",
      "\n",
      "531 she's looking like a really good person, stupid &amp; insane killer, my condolences to his family! uk\n",
      "\n",
      "532 my broken note 4 has been repaired in less than a week and feels faster than ever! thanks\n",
      "\n",
      "533 gays killed en masse by islamic murderer, but this twink blames for calling out the culprit.\n",
      "\n",
      "534 shocked to learn from that apaheid police toured some female activists through nipple electrocutioâ¦\n",
      "\n",
      "535 fits your agenda too by all accounts. body not even cold and you lot have already decided who is responsible and why\n",
      "\n",
      "536 pmqs why is not being dealt with.. bloody beer! destitute desperate povey\n",
      "\n",
      "537 the lady said it's the juniors only area (it wasn't) &amp; i'd be ask to leave if someone complained. then her boss defended her\n",
      "\n",
      "538 mebritneyhope - na: wet kinky nasty nude snapshot porn sexy horny naughty young hot shy x...\n",
      "\n",
      "539 livelypics: whenever a famous personality dies, someone at wikipedia has to change all the verbs to the past tense. motivation\n",
      "\n",
      "540 nooo... my very expensive gaming-monitor died today :( gaming nomoney\n",
      "\n",
      "541 gtfoh if itz not crackalogic to malign a black woman abt raising her son instead of arresting the white man who choked him\n",
      "\n",
      "542 fo woh, texas, police chief: officer acted 'rude' but not racist in viral video\n",
      "\n",
      "543 pjk: 42k suicides + an = number of overdoses hr2646 irrelevant bill thathelpsnoone end dentalcrisis\n",
      "\n",
      "544 a little saturday read with your coffee and strain of choice. weekend.\n",
      "\n",
      "545 figgity figgity fucked up emo yikez\n",
      "\n",
      "546 police, check cashing industry, atlanta and profiling black men: police checkcashing atlanta blackmen profiling\n",
      "\n",
      "547 this time next week, i'll be in minneapolis waiting on my long connector flight to see hubby!!! newadventures seeyousoonbeach\n",
      "\n",
      "548 i'm fucking micronesian &amp; this shit has me weak. i don't know any micro athletes. ðªðððð\n",
      "\n",
      "549 even though i always understood the rules, i continuously fail 2 understand people &amp; why they harm each other.\n",
      "\n",
      "550 so sorry to hear that, you put a lot of hard work.\n",
      "\n",
      "551 confused &amp; somehow!\n",
      "\n",
      "552 on snapchat ð­ð­ð­ð­ ripchristina snap snapchat crying\n",
      "\n",
      "553 its incredibly sad reading people's twitter posts , ,bad,and ignorant that people hate gays,muslims ,blacks and whites ,ð¿\n",
      "\n",
      "554 depressed i just got accused of accepting bribes, and now i am not a lord chancellor any more:( (1621)\n",
      "\n",
      "555 the mind is never :-( to see us :-) :-d osho\n",
      "\n",
      "556 i'm so sorry that in this day and age people can hate so much to kill. just because of their sexuality,religion or colour.\n",
      "\n",
      "557 should be out having fun in bangkok but in bed with tonsillitis ð­ what is life thailand sick\n",
      "\n",
      "558 ð tech 10 symptoms of having a paner obsessed with bitcoin [infographic]\n",
      "\n",
      "559 our unknown future is in the hands of the all knowing allah, be not surely allah is with us. ameen\n",
      "\n",
      "560 wants obama to catch mad cow disease after being caught w/herford. dies before trial. buried in cow pasture.\n",
      "\n",
      "561 i'm so upset we missed this because we got stuck in the mud on your car park . had to leave cus we were filthy ð¢\n",
      "\n",
      "562 keep this in mind... promises tired magichappens2u aimhigh dreambigâ¦\n",
      "\n",
      "563 finally i got home 5 hours ago why is it that internet never wants to work in my room. whyinternet\n",
      "\n",
      "564 so my services are down.... betterbefixedsoon\n",
      "\n",
      "565 the dialogue continues... confused fedup\n",
      "\n",
      "566 and the kitten would get hate mail ð uneducated\n",
      "\n",
      "567 maraâs secret / okinawa the secret is out travel couple\n",
      "\n",
      "568 a sad couple days in orlando . gun violence in this country is a cancer 2 our independence. not a sign of our freedom. guncontrolnow\n",
      "\n",
      "569 \"yapping\" is right... idiot trump\n",
      "\n",
      "570 when the sisterinlaw gets frustrated. women have to encounter. idiots.\n",
      "\n",
      "571 my fav local dive. here all the time, down the block from my apt. its name alone: , fun, hideaway sickening.\n",
      "\n",
      "572 terrible news jo cox mp hea goes out her folks terrible thing happen someone helping people\n",
      "\n",
      "573 really about musicaltheatre lovesongs gig at streatham common rookery with 7th july for\n",
      "\n",
      "574 he maliciously customizes half truths bout other people 2 try to take food out their family mouth\n",
      "\n",
      "575 mcconnell obstruction goes all the way back to when he discovered obama was black\n",
      "\n",
      "576 need a little midweek ? it's waggintailwednesday! midweek reminder to like share and give to the...\n",
      "\n",
      "577 it's scary, how someone can pretend to be a fan, but in the reality, all they actually want to do, is to kill youð° scary why ð¢\n",
      "\n",
      "578 looking forward to the weekend going to flamingo land with my little family\n",
      "\n",
      "579 america needs tough legislation on guncontrolplease ! no more paying lip service to gunviolence ! loveconquershaâ¦\n",
      "\n",
      "580 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "581 i should be hungover ... i am not. however i have not braved the outside of my sleeping bag let alone my little tent bihday\n",
      "\n",
      "582 you can break that bad habit â¸ | success courage education choices cope\n",
      "\n",
      "583 finally has given up &amp; willing to get behind so we all can work together to get rid of the trumpster!\n",
      "\n",
      "584 about to arrive in the cold rainy english noh, first time back in newcastle since 2012 !\n",
      "\n",
      "585 incompetence at the highest level. our leaders are a joke and continue to systematically destroy canada fromâ¦\n",
      "\n",
      "586 i'm still in a little bit of disbelief that in a couple of months i'm going to be staing my year abroad in the us\n",
      "\n",
      "587 when i feel is a children's story about recognizing, expressing and managing anger. male and\n",
      "\n",
      "588 i remember when it was clean and fun. now it's sad, depressed and void any of yesteryear. bad food, service and vibes.\n",
      "\n",
      "589 oscar tabarez talks luis suarezâs angry reactionâ¦ spos during luis oscar\n",
      "\n",
      "590 im spendig alone the whole weekend and i have 3 exams left :(\n",
      "\n",
      "591 i guess this comes back to a resources thing &amp; possibly even a confidence thing? should be a cracking game. htâ¦\n",
      "\n",
      "592 india willoughbyâs entitlement is socialized, not innate sick of revoltingly entitled tws opiâ¦\n",
      "\n",
      "593 i want things to be like before because now it seems that nothing happened between us. ð¢ðð»â¥ disappointment broken hea\n",
      "\n",
      "594 excited daddy brutal b - butthole sex daddy bunch brutal\n",
      "\n",
      "595 yes, i am saying that hillaryclinton's major qualification is that she is female. sorry folks, deal with it. i find nothing else.\n",
      "\n",
      "596 that is my generation right there people. crazy how we are all attached to our phones like that...\n",
      "\n",
      "597 such a tragedy! orlando tragic\n",
      "\n",
      "598 oh no! please kindly do not pressurize nations to eat of the forbidden fruits n be banished frm god's grace\n",
      "\n",
      "599 anyone claiming trump ran on a whitesupremacy platform immediately becomes fakenews &amp; loses all credibilityâ¦\n",
      "\n",
      "600 just chilling, programming a little game i thought of candles picoftheday congratulations sunshine skyback cloudy lovekit...\n",
      "\n",
      "601 i won't waste my time on some sdob that has to plaster color on his profile blm bacon lettuce maters matter on 2 slices of bread\n",
      "\n",
      "602 time to remove the blindfold if not i'll be jaded and remain dumb i'm weak but i'm tired i need\n",
      "\n",
      "603 pathetic how donaldtrump so easily tries to make this orlandohorror about him! ego tragedy\n",
      "\n",
      "604 thank you for assisting a but tired goddess! end of humanfurniture humanfootstool\n",
      "\n",
      "605 life is very depressing sometimes!...ð¢ð« anxiety depression lonely\n",
      "\n",
      "606 is in town and like we don't even see each other? ð¤\n",
      "\n",
      "607 who gets to be and why? (via emotion anger society\n",
      "\n",
      "608 &amp; bernie is no barack. weak !\n",
      "\n",
      "609 just lost all my music on my phone. wtf!!!\n",
      "\n",
      "610 onthisday 1744 a young child died in newcastle in tragic circumstances noheast povey socialhistory\n",
      "\n",
      "611 very angry man and the sunshine wherearewe noidontaskfoheway bad lovely flowersâ¦\n",
      "\n",
      "612 little trip for a bihday dinner ð bus travelling bihdaydinner bustrip ihatethebus\n",
      "\n",
      "613 it's clear y'all had no good reason to hand the keys over to a goon. but yet...\n",
      "\n",
      "614 it is sad to hear such a news early in the morning in india animals extinction natgeo animalplanet\n",
      "\n",
      "615 why are you so close?? voiceover cat monkey hoodcomedy bestvines theco... (vine by\n",
      "\n",
      "616 here you can find gaming a little pa of bird game play by\n",
      "\n",
      "617 job attack bull game 3d: do you really think that his head was empty around the city. each side is suppos\n",
      "\n",
      "618 olathe polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "619 why do the english fans always let us down? totally pathetic &amp; embarrassing. passpos should be taken for life! englishfans letdown\n",
      "\n",
      "620 when you finish season 4 of orange is the new black and have to wait another year until the next season oitnb\n",
      "\n",
      "621 the battle against yourself is the hardest one you'll ever fight. quote quotes exhausted anxiety anorexia â¦\n",
      "\n",
      "622 just settling down for the final stage of the criterium du dauphine 2016 and it's not there on the itv hub.\n",
      "\n",
      "623 how i feel about ceain ppl ð¢ð¢ð­ð­ðð sorry notnamingnames feelingignored justwannatalk\n",
      "\n",
      "624 stfu bitch , if u have anything against me or wanna talk shit about me , then come to my fucking face bro bitch\n",
      "\n",
      "625 matt and melissa. shocked and horrified to learn of your loss. so so so sad. our thoughts and prayers are with you. ihavenowords\n",
      "\n",
      "626 22ndbihday life is a challenge, but rewards you when you're . do everyday things likeâ¦\n",
      "\n",
      "627 i wish akon still made music :( tweet hespoketome ohwell weoutherefam\n",
      "\n",
      "628 it's rainingâ so morning playtime has moved indoorsð silly doberman mondaymotivation\n",
      "\n",
      "629 quotesilove polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places\n",
      "\n",
      "630 fuck the cavs... ððð\n",
      "\n",
      "631 . gives white nationalist troll a platform to spread his hate. won't be reading/buying any of their booâ¦\n",
      "\n",
      "632 \"black lives matter blm except for mine apparently\" have the patience 2 watch this all the way through jo\n",
      "\n",
      "633 the stupidity of the alcoholic wiunion hags is the stuff of legend\n",
      "\n",
      "634 it's 'liberals' like these that make the democrats no better than conservatives.\n",
      "\n",
      "635 i may not survive june. if i end up in a mental institution, someone finish my stories for me. tired whatever\n",
      "\n",
      "636 â japan foreign investment in japan stocks increased to â¥128.3b in june 10 from previous â¥-175.3b blog sâ¦\n",
      "\n",
      "637 my last day today at work before i sta my new job next week. its half day and parklife tomorrow! ððð¼ð§ð¾\n",
      "\n",
      "638 can't believe emer will be going to the euros sunday while i'm going training :(\n",
      "\n",
      "639 i really needed a buffalo ranch chicken sandwhich tonight, but sadly it's not available anymore... please bring it back.\n",
      "\n",
      "640 sat in ibiza, drinking red, talking shit &amp; listening to\n",
      "\n",
      "641 prayfororlando pulseshooting pulse gaypride can't believe what i'm witnessing this morning :( my deepest condolences....\n",
      "\n",
      "642 it's just busine$$- you have the best product with the worst ratings cuz of shit like this...rigged\n",
      "\n",
      "643 nothing weird, parents chose to ignore the signs and allow their child to play in water. ignored rules, now a child is dead\n",
      "\n",
      "644 bored cntfindfriends snap\n",
      "\n",
      "645 wtf is this.\n",
      "\n",
      "646 your definition of subtle doesn't count. use the english dictionary definition. otherwise you risk slander.\n",
      "\n",
      "647 2016 is just awful :( now antonyelchin. horrible\n",
      "\n",
      "648 me in the last 5 seconds of nbafinals steph:( wtf mylifeisover\n",
      "\n",
      "649 all of you inhumane mfs who are making jokes about what happened in orlando .. im going to pray for y'all, apparently u have no hea .\n",
      "\n",
      "650 i'm going home today! no more shit ass hospital food and hourly obs.\n",
      "\n",
      "651 piece of shit, hrc emails r nothing compared 2 u! apologize for spew against pig\n",
      "\n",
      "652 everyday drugstore makeup tutorial ð uploading today ð½ð¥ 1st video\n",
      "\n",
      "653 please tell hermes to stop putting my deliveries in my garden waste bin...every time!! ð¡ coveredingrass fedup bugs\n",
      "\n",
      "654 your new adve is very odd. only reinforcing insecurities to try and sell products. was like a charity adve! fuckoff\n",
      "\n",
      "655 we used to talk everyday, now it's like we don't no each other at all! quote upset\n",
      "\n",
      "656 because he can't shoot for shit. never could.\n",
      "\n",
      "657 the regressiveleft is expanding is fascistic censorship to my home town. sad! trump2016 wwenxt blm\n",
      "\n",
      "658 when your round 2 isn't even close to being as lit as what round 1 was ðð«ð gotreadyfornothing\n",
      "\n",
      "659 i'm not that good with animals... animals struts ostrich mad afraid zoo lithuaniaâ¦\n",
      "\n",
      "660 terrible war in our world. ideology vs. humanity equals liveslost this is a problem throughout our world\n",
      "\n",
      "661 obsessed with 's eyeshadow palette. ð palette makeupblogger makeup blog follow\n",
      "\n",
      "662 trump hooked the healand by validating their adultery incest pedophilia bigotry hate deceit maga notmypresident\n",
      "\n",
      "663 that feeling~~ remember feelings good bad sad longing music smells words\n",
      "\n",
      "664 laundry day sucks. solution be a nudist . don't do wash your clothing ( smell horrible ) or be and don't take things for granted\n",
      "\n",
      "665 angry birds meets red nurse game for kids birds rednurse pig game\n",
      "\n",
      "666 7 boozy cocktails. 1 fatty. jameson thirstdays come quench your thirst today.\n",
      "\n",
      "667 man feeling down,never had anyone say that type of shit to me,i was just trying to be nice and help someone... upset sorry\n",
      "\n",
      "668 couldn't think of anything worse than dating a guy that doesn't have any interest in football flowerman eurosbitches\n",
      "\n",
      "669 our silly girl loves making us laugh! ððð modelbaby aalivyahsimonã¨ rabanal blessed â¦\n",
      "\n",
      "670 nothing feels worse than waking up to a weekday alarm on a weekend. dissapointment\n",
      "\n",
      "671 i've just posted on my blog about: secondlife lonely neko\n",
      "\n",
      "672 heavy rain is sadly preventing the team from rigging the boats. we'll try again later rain meetyouatmercer\n",
      "\n",
      "673 less than 2dayd and then i'm out of here for 7 weeks before moving to leeds\n",
      "\n",
      "674 fuck them skinny bitches! ðð½ðð½ð»ðð myboyfriendmylifemysweetdiamondboycrazygirl nightâ¦\n",
      "\n",
      "675 late night plans...\n",
      "\n",
      "676 christinagrimme such sad sad news thinking of the family and friends ripchristina x\n",
      "\n",
      "677 a sign of the evil to come... epic anger shout man manga awork by anna riley\n",
      "\n",
      "678 how to stop being an angry person via --- goes along with my talk. i relaâ¦\n",
      "\n",
      "679 selfporait attack bull game 3d: do you really think that his head was empty around the city. each side\n",
      "\n",
      "680 these bitches be broke, ugly and pressed. not a good look ð\n",
      "\n",
      "681 whitenationalist leader reveals 5 of his most horrifying hopes for america\n",
      "\n",
      "682 flight delayed; going to walk around the a terminal. bored arewethereyet\n",
      "\n",
      "683 new york bistro faces shocking accusations: hosts hid minorities at cramped tables âout of sightâ\n",
      "\n",
      "684 the servers just lag me out of ranked matches constantly. i went down multiple ranks. disappointed\n",
      "\n",
      "685 absurd. outrageous. the world has been taken by such evil that it disgusts me to say i am an eah's inhabitant. ripchristina\n",
      "\n",
      "686 it's crazy how once upon a time you looked at somebody with respect &amp; now when u look at them all u see is disappointment &amp; regret.\n",
      "\n",
      "687 why do all \"liberals\" look the same? i mean i know that i'm being for saying this but cmon! ps. where do iâ¦\n",
      "\n",
      "688 i'm so sick about this news of this little boy! disneygatorattack alligatorattack\n",
      "\n",
      "689 my son looks so shy but it's his first day of school tomorrow proudparent\n",
      "\n",
      "690 all night long, yeah! friday\n",
      "\n",
      "691 poland should have down germany tonight but wasted all the changes that went begging. gerpol\n",
      "\n",
      "692 she made a song that fucking competed with her group's music. congratsthough\n",
      "\n",
      "693 âhappiness is an attitude. we either make ourselves miserable, or and strong. the amount of work is the same.â â francesca reigler\n",
      "\n",
      "694 unfounately they wont see it as just hate. religion laced hate gets more eyeballs. rouses more. wins elections. orlando\n",
      "\n",
      "695 ahh, the old days, when fans weren't entitled, and the student section was the subject of admiration.\n",
      "\n",
      "696 people actually believe the shit spewing out of mouth...\n",
      "\n",
      "697 nothing would be more dangerous than to give putinschoice the impression we accept stopracism boycott?â¦\n",
      "\n",
      "698 ohhhhh am gonna miss my mornng coffeeee, this sounds very very very weird, am totlly tired with this science!!\n",
      "\n",
      "699 noticing all this empty prime retail space below chicago's trump tower.\n",
      "\n",
      "700 completely bored... sucks to be alone and think about \"how will you sirvuve if you are not when you are alone\" lonliness\n",
      "\n",
      "701 i'll never understand folks who waste away their health (&amp; life) using drugs\n",
      "\n",
      "702 my toddler spent the afternoon completely naked singing along to our mantra playlist. beyou odindavid momlife mamatothreeboys\n",
      "\n",
      "703 stas in two days. my evenings for the rest of the week are going to be spent watching the press conferences. gaming gamedev\n",
      "\n",
      "704 strange fellows: today day\n",
      "\n",
      "705 it's hard to believe i live in a world where my 700 pa hillary thread isn't trending but \"tony hawk\" is. â¦\n",
      "\n",
      "706 i couldnt watch it all. the longer i did the more i wanted to snatch him up by his damn hair. lil black boy is confused.\n",
      "\n",
      "707 please make use of your education. do not let it waste. learn to read and comprehend. overit readytoscream\n",
      "\n",
      "708 i'm so disgusted at the tweets of hate being spewed they should be removed from twitter hate\n",
      "\n",
      "709 counting down the days until our ss17 launch! wholesale womenswear menswear accessories sustainable\n",
      "\n",
      "710 the sad thing after the mass shootings happens it seems like the crime rate goes up afterward. it seems to be true for san bernardino\n",
      "\n",
      "711 anxiety depression mentalhealth nursing help complicated noenergy whocares alone psychosis unwanted\n",
      "\n",
      "712 fuck xenophobia and ! drink arabian spiced coffee, and eat berberian spiced food! rainbow diversity onlyâ¦\n",
      "\n",
      "713 the sad moment when you walk into a bookstore and see what can't take all the books\n",
      "\n",
      "714 this guy worked for a security company and had 2 gun permits. i think something needs done but not sure of the answer\n",
      "\n",
      "715 zomg game of thrones! got gameofthrones\n",
      "\n",
      "716 donât react to anger, respond to it! conflict relationships\n",
      "\n",
      "717 all i wanted to do for my bihday was watch tonight but i ended up missing the season premier cry\n",
      "\n",
      "718 you are pointless. your whole life will amount to nothing. you are patently, preturnaturally devoid of all but ego.\n",
      "\n",
      "719 in other news, my bro brought home 2 big toblerons, a pack of curly tops and 2 mini kitkats. ð\n",
      "\n",
      "720 noon hour hour!! monday - friday 11:30 a.m. - 1 p.m. get an ice cold draft or 1 oz. liquor for only $3.50\n",
      "\n",
      "721 this is the secret sauce for employees ~ management\n",
      "\n",
      "722 black professor makes assumptions about an entire race whilst speaking for entire race. next week the jews! nazi\n",
      "\n",
      "723 the mayor is nothing like - can't one defend against false attacks?\n",
      "\n",
      "724 typical egotistical tweet from pathetic\n",
      "\n",
      "725 are you afraid to be ?\n",
      "\n",
      "726 lots of ppl getting the wrong impression of jocoxmp .not surprised as things will be spin for political gain.\n",
      "\n",
      "727 linkinbio polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "728 about to go crazy..........\n",
      "\n",
      "729 = a schoolyard bully who when hit back cries \"waaah, no fair why's everyone always picking on donald?\" ...little bitch!\n",
      "\n",
      "730 found bourbon street ðð» it's absolutely crazy ð»ð nola bourbonstreet holiday drinking\n",
      "\n",
      "731 a group of my highlander x ewe lambs. all twins and no creep, just milk and grass. not doing too badly! sheep365\n",
      "\n",
      "732 you tell versions of lies, with your hatred and vile attacks upon black men and women, theron.\n",
      "\n",
      "733 igersbnw attack bull game 3d: do you really think that his head was empty around the city. each side is s\n",
      "\n",
      "734 why only target little muslim children for mispronouncing \"terraced house\" &amp; treat them like criminals!â¦\n",
      "\n",
      "735 it's not easy being angry all the time. contemplating life. soangry birdâ¦\n",
      "\n",
      "736 chilling before djing! nice place na xamena ibiza ibiza ibizalifestyle jpcandela jpcandelateam...\n",
      "\n",
      "737 wen will south choose dark south heroines. kajal tamanna amy wtf??\n",
      "\n",
      "738 i'm feeling really tired. also feels like i've gained a ton of weight. also can't run fast. mental game not strong atm...runchat\n",
      "\n",
      "739 oh, on ... never mind! potus muslim sick\n",
      "\n",
      "740 holy shit trump, 1 person cheering! o n e!!! ...not all of new jersey like you lied about!!!\n",
      "\n",
      "741 counting down to ccmf at myle beach,sc.. timmcgraw.salt,sea,sand &amp; country music countingdown ðððºâï¸ð¤ 1day\n",
      "\n",
      "742 this is the year of change - from blue to green changinglives businessoppounity getinvolved buzzing lovinglifeâ¦\n",
      "\n",
      "743 my family's horrible attack at thegreenpalmcottage in plettenburgbay westerncape thyini thiza! we want tâ¦\n",
      "\n",
      "744 whaaaaaat, just got home to news was shot and killed at her show??? she was my favourite youtube singer for years.\n",
      "\n",
      "745 buyer kept item after refund.now ignoring messages. paypal cs useless &amp; unhelpful.need to speak to a human please! paypal\n",
      "\n",
      "746 ppl get lonely &amp; sta chilllin' wit the enemy ð\n",
      "\n",
      "747 you will never be broken again ððð nowican @ balut, tondo,â¦\n",
      "\n",
      "748 less than 2 mins to do littlegirlhairstyles hairdo... then it's go go go out the doorâ¦\n",
      "\n",
      "749 tonight at can't wait, wanted to see this for so long!\n",
      "\n",
      "750 stop perpetuating false racism and leftist subversive politically correct propaganda. america is not racist! wâ¦\n",
      "\n",
      "751 recycling makes me green nature wastewarriors\n",
      "\n",
      "752 you don't think w will share guarani aquifer water w those who humiliated little brother,\n",
      "\n",
      "753 peruvian women nds adult game\n",
      "\n",
      "754 we are going to have a fab day today - got a secret event on tonight after we close the shop secret craftcreators bedlington\n",
      "\n",
      "755 ashley1sweetie - na: wet porn sexy hot young nude horny naughty nasty shy kinky slut xxx\n",
      "\n",
      "756 i think his the worst in everything, his hatred towards our country was too much bluelivesmatter\n",
      "\n",
      "757 stay hungry, stay foolish! ð ðð ph: â¤ crazy smile\n",
      "\n",
      "758 payintheusa polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "759 the way my dad and boyfriend talk to each other ð. guess you an say my dad likes my boyfriend.\n",
      "\n",
      "760 bellator heavyweight, ratings king kimbo slice dead at 42\n",
      "\n",
      "761 queenanelisse - i like positive atitude,i like jokes,men who can ...: snapshot shy nude slut na...\n",
      "\n",
      "762 keep in mind is totally not , but all whites are dumb....\n",
      "\n",
      "763 : behind every cautious woman is a man who lied, cheated and broke the promises he made her. quotes via\n",
      "\n",
      "764 aw elijah blocked me again hu crying ðð\n",
      "\n",
      "765 greek girls having ana sex black girl porn\n",
      "\n",
      "766 walking dead! e32016 telltale\n",
      "\n",
      "767 the only thing that's \"desperate\" is the fact you are trying to use a horrific murder to achieve your own goal\n",
      "\n",
      "768 and that boys and girls is how you become a frustrated delusional religiot ððð\n",
      "\n",
      "769 colinshaw's secret behind being at work. india pune bengaluru delhi kolkata dynpro\n",
      "\n",
      "770 sick of eng ffs i might only have 5 more euros left!! get a grip roy change it you old negative fa euros2016\n",
      "\n",
      "771 just a few minutes to go until this week's millionairesholidayclub... âï¸ðð¸ðð´ðâï¸\n",
      "\n",
      "772 police say gunman, 21, who murdered christina grimmie didn't know her horrible\n",
      "\n",
      "773 half of my likes on ig pics are tinder baddies.\n",
      "\n",
      "774 freakyfriday: angry milf milf milf\n",
      "\n",
      "775 just found out that my daughters mom be dropping off my daughter to go fuck niggas just because she wanna feel impoant\n",
      "\n",
      "776 bad headache and bad hea palpitations ð­ð­. haven't had any in 3 months now really bad. being on anxiety and todd is out of town ....\n",
      "\n",
      "777 sad world... orlando tuerie terrorism usa\n",
      "\n",
      "778 still to see the second game of the hosts euro2016 will payet steal the show again\n",
      "\n",
      "779 not seeing a mass out pouring of love on social media over these horrific events? no rush to change facebook profiles etc shocked\n",
      "\n",
      "780 imagine a world where all you did was follow a club you hate on twitter... obsessed\n",
      "\n",
      "781 *sighs sadly* i miss you, tavi... mlp vinylscratch octaviamelody ship vinylmelody octaviascratch emtpy\n",
      "\n",
      "782 plz don't u dare forget majority vote against gunsense bills 4 long $$!\n",
      "\n",
      "783 problem with aol is its not available on mobile phones :( if u notice most users r using mails on mobiles.\n",
      "\n",
      "784 ok that's nasty\n",
      "\n",
      "785 upliftingnews little boy sneaks into neighbors garage to hug dog\n",
      "\n",
      "786 when i say niggas ain't shit smh they aint shit!!!\n",
      "\n",
      "787 i've been waiting this feeling of freedom for last 15 weeksð this semester was way more difficult than the previous one.\n",
      "\n",
      "788 little was hitchhiking, or that he dare be taken on a ride (lit &amp; fig).\n",
      "\n",
      "789 nice1girl - na: horny slut kinky nude hot nasty sexy porn naughty snapshot xxx young wet shy\n",
      "\n",
      "790 gossips with they girlfriend all day, can barely pay they bills, and like to judge other people. kind of folks i don't like sick smh\n",
      "\n",
      "791 \"walking dead\" by daddie notch (bankai fam) via bankai friday worldwide\n",
      "\n",
      "792 typical lying leftist! thats slander of a grp! christians dont kill 4 christianity!\n",
      "\n",
      "793 you can't live your life around negative people. friends moments\n",
      "\n",
      "794 never look down on anybody unless you're helping them up. life quotes\n",
      "\n",
      "795 ojmadeinamerica is tragic &amp; fascinating marcus allen sexliesnegos...guess faye resnick told truth onâ¦\n",
      "\n",
      "796 . . 50 innocent victims of a hate crime dead. prayersfororlando. yahoo blows up over . new face?wtf? why?\n",
      "\n",
      "797 friday fitfam! who is ready for some ridiculous foodporn? last night, andâ¦\n",
      "\n",
      "798 itâs official: hate breeds hate prejudice parenting\n",
      "\n",
      "799 in the next month, i'll see and in shows other than les mis. it's gonna be odd... but !\n",
      "\n",
      "800 can not believe the sick things people do. devil sick prayfororlando\n",
      "\n",
      "801 . tragic 4 white americans that prompts so many 2 vote 4 candidates who will slash their owâ¦\n",
      "\n",
      "802 day for ca &amp; usa! ðmany people who think - want to die, are depressed! our society is choosing wrong road!\n",
      "\n",
      "803 now a 2 year old is dead because his parents didn't have common sense\n",
      "\n",
      "804 can't make this shit up, folks ð nofilter tropical tenerife canaryislands holiday â¦\n",
      "\n",
      "805 the world stinks of death ! (very few are broadcasted) truth christinagrimmie muhammadali orlandoshooting\n",
      "\n",
      "806 thanks mom to make me feel bad. exactly what i need in a really frustrated and terrible day.\n",
      "\n",
      "807 figgity figgity fucked up emo yikez\n",
      "\n",
      "808 the world really is going bonkers and it's really bad atm. shootings deathstroke violence hooligans at the euro. so :*(\n",
      "\n",
      "809 dublin fronts ireland dublin sunny dark front @ henrietta street, dublin\n",
      "\n",
      "810 i can't wait to not bet game 6 tom that's how i roll\n",
      "\n",
      "811 andrea's thoughts: human beings make me sad weareorlando lgbt christianity love hate\n",
      "\n",
      "812 the truth is staring us straight in the face! sadly people believe what they see on tv and read in the papers!\n",
      "\n",
      "813 screwed by again. my driver drove 8 blocks past my destination and laughed it off saying he doesn't use his gps! wtf used wtf\n",
      "\n",
      "814 that stupid thane of cawdor how dare he betray his own country for those nords betrayed\n",
      "\n",
      "815 fuck the haters! ððððð¡ð¡ð¡ð¡ð¡ .\n",
      "\n",
      "816 june has been such a sad tragic month. tragic fitfam\n",
      "\n",
      "817 after last weekends i'm buzzing for sunshine music family friends and a few beers who's not âð¼ï¸\n",
      "\n",
      "818 just emptied my car. i am actually really sad to see it go tomorrow ð been mine from its day 1 byecar car\n",
      "\n",
      "819 i don't often get an all green day!\n",
      "\n",
      "820 excited for saturday i'm off to the fake festival for my sister bihday, with my sis,her mates and me and my mate, my mom ( )ðððð»ð¸ð\n",
      "\n",
      "821 fuck u isis/homophobicbiggots/theeu/uefa &amp; russia at u all today!ð¡\n",
      "\n",
      "822 bad times drink nobev\n",
      "\n",
      "823 can't beat 's chicken and chips .... and a cheeky mojito ð humpday\n",
      "\n",
      "824 the navy comes for the hives looks when they have nothing left to try and drag bey for ð©ð\n",
      "\n",
      "825 are â¦ black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "826 feel rage of angry blue shark gplay : hungry shark games android sonye3\n",
      "\n",
      "827 i wanna stream so badly omg!!!!!! you can still suppo by following followanyway twitch\n",
      "\n",
      "828 it doesn't matter who wins tonight. lebron and steph haters will continue to hate. instead of appreciating their greatness. nbafinals\n",
      "\n",
      "829 mohammedali not much men like that about anymore thegreatest rip fella\n",
      "\n",
      "830 fathersday. we're open 10 - 2 &amp; taking walk-ins as usual. see you all soon\n",
      "\n",
      "831 so sad that any group feels they need to \"hide their love away\" due to fear of backlash. wrong\n",
      "\n",
      "832 rest in peace gordie howie. ... sad news this morning. mr hockey we will never forget detroitredwings rip\n",
      "\n",
      "833 afraid so! i finally got my zx spectrum to boot up the twitter app.\n",
      "\n",
      "834 fathers day! to all celebrating today, to those who are with us and past, fathersâ¦\n",
      "\n",
      "835 already knocked out after a long daygot daddy tired as well â¦\n",
      "\n",
      "836 everyone thought i was closer to danger when i moved to dc, turns out the danger was a little closer to home. this needs to stop. now.\n",
      "\n",
      "837 mean, cruel talkradio hosts like make it impossible 4 person of color like me 2 feel american.\n",
      "\n",
      "838 \"...your stage time and red carpet schedule...\" ð± red carpet in la... if you know what i mean ðð\n",
      "\n",
      "839 irony is wasted on a trumpkin. slow loser weak\n",
      "\n",
      "840 a heabreaking supercut of super sad movie scenes movies film supercut video\n",
      "\n",
      "841 everyday life for a white south african.\n",
      "\n",
      "842 at work: attorneys for white officer who shot philandocastile remove black judge from presiding over trial. htâ¦\n",
      "\n",
      "843 trumpâs odd nye tweet to âenemiesâ trump 'the odd man out' economy hype self serving fool idiot\n",
      "\n",
      "844 onthisday 1744 a young child died in newcastle in tragic circumstances noheast povey socialhistory\n",
      "\n",
      "845 sorry for my inactivity i am having a test this week. but after the test videos are back once again.\n",
      "\n",
      "846 my dear, be slow to become angry. god listen speak james1 thankful goodvibesâ¦\n",
      "\n",
      "847 jo cox mp dead after shooting attack\n",
      "\n",
      "848 this cute fella wants a binq design dog feeder too :( binqdesign bite&amp;slurp dogfeeder\n",
      "\n",
      "849 no, google, no i do *not* want to see video highlights of the gsw vs. cle game. please stop asking.\n",
      "\n",
      "850 crazy confused happy ..... anyway it's me\n",
      "\n",
      "851 selfie with selfie stick sucks! me tiembla la mano....ð¼fridayvibesâ winter holidays â¦\n",
      "\n",
      "852 feelings (glad, mad, , scared &amp; ashamed) and values work together. find out betterdecisions-betterlife,com\n",
      "\n",
      "853 people that refer to a major nominee of a pay \"shillary\" make me sick. regardless of opinion of her, have basic human respect. jesus.\n",
      "\n",
      "854 mattlaw - cultures and cars: horny nude xxx sexy kinky naughty shy young porn wet slut nas...\n",
      "\n",
      "855 irony is when a woman who wears make up says you not a real man. ð\n",
      "\n",
      "856 schoolflow polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places l\n",
      "\n",
      "857 are you black &amp; feel like the are stomping â¦ you? listen retweet tampa miamiâ¦\n",
      "\n",
      "858 but i been asking for my shit since we was in school ð\n",
      "\n",
      "859 i be gettin tired of peoples doin me diy, so i jus be a solo lonely ass nigga whyyoutrynaplayme fuckit focusonme stillgetmoney\n",
      "\n",
      "860 pride morework2bdoneâ¡ï¸ âistanbul bans pride parade for safety reasonsâ\n",
      "\n",
      "861 one exam :d even though i woke up at 5 to get my ass to an exam on time im not tired. is it the cold or am i just for it to end?ð\n",
      "\n",
      "862 late next week ðð¨ needforspeed\n",
      "\n",
      "863 evolution's got a serious public relations problem, even among the well-educated. we need to de-stigmatize the factâ¦\n",
      "\n",
      "864 freaking nasty rotten people whiteslavers monsters release domã©nica now whiteslavery venezuela you are going to pay. let her free\n",
      "\n",
      "865 this is the main reason twitter sucks. people hide behind their handle and think they can say whatever they want. weak\n",
      "\n",
      "866 but! i'm also correct whom our enemies are, and whom to ally with; to rid ourselves of , and join together in what we have in common\n",
      "\n",
      "867 sad aspect of rule by bigbiz&gt;u.s. companies fleeing venezuela to escape country's collapsing economy.\n",
      "\n",
      "868 massachusetts has the worst pizza i've ever had in my life it actually scares me how bad it is\n",
      "\n",
      "869 i just want to be watching the game with my boyfriend instead of by myself.. ððð­ longdistanceprobz sucks\n",
      "\n",
      "870 orange is the new black is back on netflix. that's my weekend taken care of along with the tv tennis at queens!\n",
      "\n",
      "871 readingcoffeecupshapes girlðwithumbrellaðand a puppyð¾ð¾ð¨ð¦ @ tea monkey\n",
      "\n",
      "872 preachers like you focus so much on the hell that you lose god's people.\"you hardly ever mention god anymore\". crucible\n",
      "\n",
      "873 because the msm won't tell the truth and citizens are too apathetic to do a little digging.\n",
      "\n",
      "874 oh how disappointed i was to see that there was no reddeadredemption sequel announced by at e32016\n",
      "\n",
      "875 shocking video of couple attacking vehicle yesterday news hot weather makes people roadrage\n",
      "\n",
      "876 patiently waiting on my hc4 ð ðwanted 2 go see it lastnite, but i was too tired after work\n",
      "\n",
      "877 i'm so depressed today. i miss living in ny so bad. tell me again why did i move to la? homesick\n",
      "\n",
      "878 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "879 not happy with y'all still haven't linked my bvn to my account for over 3 months now\n",
      "\n",
      "880 crazy how fast people come in and out of your life. ð¥ quote citation teenagers life reality\n",
      "\n",
      "881 your job today is to make yourself ! not make someone else unhappy\n",
      "\n",
      "882 and by different, i mean life without a toxic ex. | goodriddance divorce divorced freedom\n",
      "\n",
      "883 millions on $twtr &amp; all we come up with is brexit - weak derivation of grexit &amp; bremain when remain would suffice -\n",
      "\n",
      "884 fridayfeeling time for rambo the squirrel to go. had to take down the bird feeder.\n",
      "\n",
      "885 got some friends coming round for coffee days plumandashby cushions gardeninspoâ¦\n",
      "\n",
      "886 i'm an ugly gay? newvideo truestory haters\n",
      "\n",
      "887 french try to stone &amp; kill indians in quebec! criminal\n",
      "\n",
      "888 big blow to indians . powerful man. rbi &amp; india will miss u badly. will miss his economics class too. tnks 4 d effo. salute\n",
      "\n",
      "889 went all around bangalore still dont have it. confused cantwait\n",
      "\n",
      "890 this idiot makes my blood boil! pig liar\n",
      "\n",
      "891 all my friends are wasted tshi is now only 9.99 { friday fridays drunk life â¦\n",
      "\n",
      "892 sick of his silly opinions dean, he always pretends like there facts and it's really getting me down\n",
      "\n",
      "893 so sad!! ð\n",
      "\n",
      "894 i wake up to a empty phone every morningðð\n",
      "\n",
      "895 sheer waste of two hours watching this. too much noise over crap! udthapunjab\n",
      "\n",
      "896 watching checkpoint and on youthday it is so sad that the youth have to beg for finding for education and then beg for jobs. indeed\n",
      "\n",
      "897 so very sad. so very young. ripantonyelchin\n",
      "\n",
      "898 stuggling today my depression is getting worse and worse. i dont get enjoyment out of things anymore. :( pushingforward iknowican\n",
      "\n",
      "899 my heabreaking it so ripchristinagrimmie this world is falling apa keeping plp prayer :(\n",
      "\n",
      "900 why do you keep lying about my vote? desperate\n",
      "\n",
      "901 worship has been hard to get into this year at camp. the tech pa of me has gone crazy because it has been distracting/borderline bad.\n",
      "\n",
      "902 gother my ticket to edge-lit quad derby . anyone got any advice other than to soak up the atmosphere as thisâ¦\n",
      "\n",
      "903 hmm definitely something wrong with this picture\n",
      "\n",
      "904 in trumpsamerica feeling empowerd ðð¬ fowoh mother after arrest; via\n",
      "\n",
      "905 i enter everything at cmafest but never win!!!\n",
      "\n",
      "906 . i spent bestfriendsday w bentley corgi he moves 2 n fl 2morro it was but sad day\n",
      "\n",
      "907 advice: always listen to that voice in your head. it may not always be right, but it may not be wrong. i listened to mineâ¦\n",
      "\n",
      "908 the countdown till these assholes are gone obama and moron creepy uncle joe! bye bye scum!ððð¼\n",
      "\n",
      "909 after the dog had a sick bug, i bought a vax carpet washer from lifesaver amazing cleancarpets\n",
      "\n",
      "910 at a loss of words. in the name of faith... | american pastor makes outrageous comments\n",
      "\n",
      "911 when one of your favourite youtubers does a meet up half an hour away form you and you find out after its staed. why\n",
      "\n",
      "912 after sex real college fucking\n",
      "\n",
      "913 allahsoil the cold war was also fought over oil. teambts teamsuperjunior\n",
      "\n",
      "914 abc2020 throwing subtle jabs at obama when the focus should be completely on the victims and families.\n",
      "\n",
      "915 house burnt down in fo mac - working towards network renewal mitb epic 2nd event we've missed kickoff hâ¦\n",
      "\n",
      "916 feeling a little mole tonight! ó¾« food foodblogger mouth houstonblogger\n",
      "\n",
      "917 its very sad to see your country posturing for civil war with a wanton disrespect of human rights, by both the government &amp; opposition\n",
      "\n",
      "918 gentlepassion4u - na: naughty shy slut nude sexy hot porn horny kinky nasty snapshot wet ...\n",
      "\n",
      "919 when you're sad, just look how this man is with his onion\n",
      "\n",
      "920 everyone's cooking political potatoes on 's rage &amp; frustration! typical indian politics! aap bjp udtapunjab\n",
      "\n",
      "921 â south africa gross domestic product (qoq) dipped from previous 0.6%â to -1.2% in 1q blog silver gold â¦\n",
      "\n",
      "922 hai everyone i want to say goodbye.. because i temporary closed my facebook... because it's very annoying, disappointed.. goodbye\n",
      "\n",
      "923 (editor's note: shit)\n",
      "\n",
      "924 my hea goes out to the family of that little boy killed by the gator in orlando. as a parent... i can't think of anything worse...\n",
      "\n",
      "925 \"is there half n' half available?\" sorry, just whole milk. *dumps coffee out in front of us* seriously?\n",
      "\n",
      "926 :( whaaat\n",
      "\n",
      "927 for the past 40years, i've watched a steady decline in the number and diversity of waders at okarito.\n",
      "\n",
      "928 stop looking for reasons to be unhappy and think of all the reasons you have to be instead.\n",
      "\n",
      "929 orlando agreed it's worst for humanity pakistanis please tell how many of u condemn the open murders of women in pakistan daily ð¡ð\n",
      "\n",
      "930 youhavetobekiddingme... how about a little self control...\n",
      "\n",
      "931 depressed blvck princ3 âï¸ðâ¹ï¸ð clubkid dpressed blvck prince ness hate tired â¦\n",
      "\n",
      "932 i pay 70 bucks for internet and i get 140 up 70 down halodedication grownassman hashtag\n",
      "\n",
      "933 bigot carl paladino, ally, wishes obama dead of mad cow disease in â17 trumpproofamerica\n",
      "\n",
      "934 baseball oiz davidoiz bigpapi papi mad smash temper dugout s... (vine by\n",
      "\n",
      "935 it a black day for america. so sad about the loss in orlando. orlando weekend loss life pain tragedy\n",
      "\n",
      "936 jst the past few weeks a close family frnd was kidnaped,beatten up only found him 2weeks hope's death hits home\n",
      "\n",
      "937 someone who wished he was an ex and a pugfaced little drama queen bitterugly\n",
      "\n",
      "938 most fucked up nation us! destination of choice for maniacs looking to kill! orlando gun ban\n",
      "\n",
      "939 you like funny? you like insane? we got funny and insane! follow these people because that's how we pay them\n",
      "\n",
      "940 to be in preproduction for our next shofilm!! in the mean time, check out the trailer to bellajoy!\n",
      "\n",
      "941 , animals, hat, chill, content, bucket, polar bear\n",
      "\n",
      "942 is in dayton tonight and i couldn't get a babysitter. :( damnkids\n",
      "\n",
      "943 can't wait to come down for my bihday in a few weeks ðð burgers cocktails\n",
      "\n",
      "944 people are proving they r worst than wild animals !! hatethem :(\n",
      "\n",
      "945 wahhhh!!!!! white ppl arent allowed to do this!!! ððð. fuck you rich. we don't care ð\n",
      "\n",
      "946 please don't forget to use the word ! that is what \"binds\" these men. we can never ignore or excuse thatâ¦\n",
      "\n",
      "947 lebron rebounding down almost 50% from game 5 to 6. decline nbafinals cavswarriors\n",
      "\n",
      "948 makes me sick that 4 ovr 25 yrs idolized george bailey but 2016 uspoli choose potter / greed / lies misogyny/ learned 0 fail\n",
      "\n",
      "949 i'll see my girls again later. jungle theme! pay hard! aw hahaha\n",
      "\n",
      "950 terrible mistake in your campaign!!! it's colombia not columbia dissapointed poormarketing\n",
      "\n",
      "951 sorry to hear about that alligator snatching that toddler. neveradullmoment youknowme\n",
      "\n",
      "952 wrestler invited a punjabi kudi in ... - shocking viral woman wt\n",
      "\n",
      "953 50 dead now ? . orlando\n",
      "\n",
      "954 oh god sneha you are looking in this photo....i can't see u sad even in a photo\n",
      "\n",
      "955 we happy few: e3âs creepiest game? tech creepiest e3_s game\n",
      "\n",
      "956 no feelings left towards you ð ð¼nothing at all ð³ i actually feel sorry for youðð»so yeah of course i'll play â½ï¸ð´â«ï¸ gratefuleveryday ð\n",
      "\n",
      "957 you believe your miscegenation genocide will stop the \"breeding\" of black and white ppl off face of our eah,\n",
      "\n",
      "958 americangirldoll polar bear climb racing: angry polar bear climb racing, the polar bear living in cold pl\n",
      "\n",
      "959 this makes me so sad... senseless :( orlando\n",
      "\n",
      "960 testing our templates over social media using a poem i wrote a few weeks ago broken writerinme poem:\n",
      "\n",
      "961 christinagrimmie usa gunlaws stop violence rip news shot :'( she was only 22...\n",
      "\n",
      "962 late night treats with the hubby waiting for our bonus recap! â¤ beyourownbossâ¦\n",
      "\n",
      "963 you have no idea how much my heas aching broken sorry\n",
      "\n",
      "964 trump: obama'more at me than he was at the shooter!' evil hillary obama's agenda\n",
      "\n",
      "965 truly confused aren't you. hillary is our target. please stay on track.\n",
      "\n",
      "966 anna!.. we were madly waiting for june23 !.. but now for july 1 too!ð senjitale single from remo to be launched!\n",
      "\n",
      "967 i'm getting frustrated with fs1. i know i have access to your show. but when i'm home i prefer to watch. i'm wasting a 73\" tv\n",
      "\n",
      "968 ootd a few weeks ago ð menshair sun mensfashion mensfashionpost menswearâ¦\n",
      "\n",
      "969 were told by superiors that revenue is down, issue more tickets. all about money. also they are clearly bored.\n",
      "\n",
      "970 trying to come to terms with the sudden death of a close friend if making my head hu .. confused\n",
      "\n",
      "971 photography attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "972 now this i've been waiting a damn long time for!!!!\n",
      "\n",
      "973 not acquainted with punjabi culture, kejriwal trying to lure punjabis:\n",
      "\n",
      "974 me &amp; off to fri 22/7 to see plus other space\n",
      "\n",
      "975 i know uskkk, gb msm media &amp; who's less racist than crazybengiefbps: i'm a wog or should i say \"nut\"\n",
      "\n",
      "976 i wouldn't be caught dead in this place grunge tumblr pale palegrunge dark lonelyâ¦\n",
      "\n",
      "977 bihday eli crazydog bestdog naughty\n",
      "\n",
      "978 caregiver tip: be by bringing bliss to your day though laughter and appreciating the little joys in life\n",
      "\n",
      "979 i'm feeling so sad by dead of christina grimmie ... where we going stop ? christinagrimmie via\n",
      "\n",
      "980 i can't wait to play since the update. you guys took too long with the update today and i couldn't play before work.\n",
      "\n",
      "981 fantastic video on buzzfeed's hate of men. manhate\n",
      "\n",
      "982 we have sunk to a new low. poor lady just doing her job hope recovery is swift\n",
      "\n",
      "983 i just thought \"fuck yeah! oranges!\" adult iloveoranges\n",
      "\n",
      "984 so frustrating watching trump advisors/suppos on they just don't listen, nor do they get it fail loser lightweight\n",
      "\n",
      "985 toxic gas leaks onboard ins vikramaditya; two dead, two injured.\n",
      "\n",
      "986 feeling , depressed or anxious? get the 3 steps to let go of your past &amp; embrace your future free tranning\n",
      "\n",
      "987 whatever saigon vietnam terrible boring alone\n",
      "\n",
      "988 if the death of jocox is in any way a result of in out brexit remain then cancel the whole bloody thing right now. aâ¦\n",
      "\n",
      "989 oscar tabarez talks luis suarezâs angry reactionâ¦ spos during luis oscar\n",
      "\n",
      "990 just learn that i share the same bih date than ! sorry, guys, my bihday tomorrow is cancelled! cantdothat\n",
      "\n",
      "991 there are people that \"don't like me\" and dedicating their lives to getting my attention to make me see the shady shit they say ):\n",
      "\n",
      "992 astounded with catfish. no one knows who they are really talking to over the net. weird naive lonely sick\n",
      "\n",
      "993 cozy evening with friends! manilapeninsula ilovemonetpage ladies salondening @ salonâ¦\n",
      "\n",
      "994 i've contacted customer services via email a few times over some missing points from a couple of months agâ¦\n",
      "\n",
      "995 where is the protection of the clean russian athletes. enough athlets from other countries with a juiced past in rio\n",
      "\n",
      "996 bringing my niece to new road for her first t20 blast game\n",
      "\n",
      "997 i'll be missing you champ thegreatest\n",
      "\n",
      "998 at least 14,200 people agree with him.\n",
      "\n",
      "999 â canada ivey purchasing managers index increased to 58.4 in may from previous 50.6 blog silver gold fâ¦\n",
      "\n",
      "1000 inspired by featurme featurethis life sucks depressionhastakeno.. funimate\n",
      "\n",
      "1001 2016, you're a mean drunk. go home. rip\n",
      "\n",
      "1002 weird i am making my first trip ever to detroit and gordie passed away. going to visit the joe on the way out of town to pay respects.\n",
      "\n",
      "1003 flight is delayed and the ramp is empty. avgeek. @ boise airpo\n",
      "\n",
      "1004 who sounds like the idiot - throwing a temper tantrum like that - are you under 12? lastword\n",
      "\n",
      "1005 . blocked me on twitter - highlighting the left's intolerance &amp; oppressive \"free\" speech tactics. he sets a terrible example.\n",
      "\n",
      "1006 nigger pattismith book?? wtf, that's reich?\n",
      "\n",
      "1007 hate it when u get involved can't wait till u leave for uni sister ð¡ð\n",
      "\n",
      "1008 is cleveland gonna have it's hea broken again tonight, just like the past 50 years? nba\n",
      "\n",
      "1009 i got 3 6th row seats to july 6 show and a black eye because of you! now $350 for meet and greet? you're killingâ¦\n",
      "\n",
      "1010 just read about mt. everest for an hour after watching everest. crazy stuff.\n",
      "\n",
      "1011 i know i was shocked!!!! x\n",
      "\n",
      "1012 why people have so much hatred that they think it's acceptable to kill is beyond me! the worlds gone mad ðð»\n",
      "\n",
      "1013 faz o sinal da hang loose ! like4likefollow4followgirlbeautifulvibe\n",
      "\n",
      "1014 angry grandpa is ungrateful!! via theangrygrandpashow agp ungrateful rage walkingdead\n",
      "\n",
      "1015 a sad day in america. our sitting president endorses a liar who is under investigation. lawbreaker given a free pass. sad day\n",
      "\n",
      "1016 my little boy had a gr8 day yesterday amazed lovesthefish doesntlikethesharks hefoundnemo\n",
      "\n",
      "1017 tdc media &amp; must be confused of course it was a hate crime...a radicalislamicterrorist attack against usa\n",
      "\n",
      "1018 lessismore polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places l\n",
      "\n",
      "1019 yeah... hope everyone forgets this too asap.. worriesofhappylifethatcanbuybigtv, which shows the bad world out there.. eh?\n",
      "\n",
      "1020 and i think that this year again the wakeup is too late... finals4nothing\n",
      "\n",
      "1021 whining \"women have it so much harder than men, cause .\"\n",
      "\n",
      "1022 council staff have been instructed by the anc to go slow and make the da look bad. this was exposed a few weeks ago.\n",
      "\n",
      "1023 bihday boss 90thbihday queenat90 military london\n",
      "\n",
      "1024 obama is referring to trump he is using this tragic moment to be political vs. being a leader pulseshooting\n",
      "\n",
      "1025 turned into a sad twat... all i do is comment and post in sausage dog forums .... need to get a life !! bastard getagrip\n",
      "\n",
      "1026 after 38 frustrating games and late 20 odd game chrashes...i've finally done it! allstar\n",
      "\n",
      "1027 u need understand me i'm like you sometimes bored frustrated\n",
      "\n",
      "1028 single dropping soon!!! conchordgrapes newmusic firstdayofsummer fohesummer\n",
      "\n",
      "1029 house burnt down in fo mac - working towards network renewal mitb epic 2nd event we've missed kickoff\n",
      "\n",
      "1030 less jacobmarley more potter seems in end evil misogynist narrow a hole wins george bailey= epicâ¦\n",
      "\n",
      "1031 please so this out you'd had long enough.\n",
      "\n",
      "1032 expand the pic. empty. the tide turned wth the \"mexican\" judge. believe me.\n",
      "\n",
      "1033 way down. way, way down. (chã­ste)\n",
      "\n",
      "1034 these babies are being brought born in the wrong generation smdh\n",
      "\n",
      "1035 today was supposed to be day1 of ninjatraining but the gym was too far and nothing like website pictures. :(\n",
      "\n",
      "1036 trump campaign: female judges could be biased, too he must hate women\n",
      "\n",
      "1037 late ff to my gamedev indiedev indiegamedev squad!\n",
      "\n",
      "1038 chicago polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places look\n",
      "\n",
      "1039 bitch look at yo favorites and shit\n",
      "\n",
      "1040 the worst thing about quitting smoking is the fact i wanna eat everything.....including people's heads ð nicotinewithdrawal\n",
      "\n",
      "1041 nothing has to be corrected cuz nothing's wrong. ps using after each post is passive aggressive\n",
      "\n",
      "1042 it's a very cruel world we live in livestajen cruel\n",
      "\n",
      "1043 i'm exhausted of try and just simply burned out. if you want me in your life you try for s fucking change. boy exboyfriend fuck\n",
      "\n",
      "1044 it's confusing sometimes for the man who doesn't like cats. themanwhodoesntlikecats catâ¦\n",
      "\n",
      "1045 it's okay to be a little sad sometimes. travel travelwithboyfriend journey goodlifeâ¦\n",
      "\n",
      "1046 thankyou shaun for your prompt reaction to my complaint got replacement and refund shopper\n",
      "\n",
      "1047 cancelled due to lack of \"anntensity\" lowenergy loser\n",
      "\n",
      "1048 amreading a book about anti-gravity. i can't put it down!\n",
      "\n",
      "1049 so now prayfororlando becomes a campaign topic huh? sick disgusting politics\n",
      "\n",
      "1050 j want to win the give away so bad!!!\n",
      "\n",
      "1051 worldoceansday dorice in peaceful times now hard at work marking exams &amp; fightingpoveythrougheducation!\n",
      "\n",
      "1052 â mexico headline inflation declined to -0.45% in may from previous -0.32% blog silver gold forex\n",
      "\n",
      "1053 i was behind a car with an nra sticker in traffic today. i wanted to bump them but was afraid they'd shoot me.\n",
      "\n",
      "1054 pathetic &amp; . swedenâs state-run tv cancels jihad documentary to avoid offending muslimsâ¦ via\n",
      "\n",
      "1055 feed your curiosity and find the next spark everyday. exercise that thirst for the unknown says mimi valdez ketchumcannes\n",
      "\n",
      "1056 = fewer cookies in a row. rows getting smaller, and half the cookies only have 2 m&amp;ms.\n",
      "\n",
      "1057 when you see that \"i hate you\" look on his face.... ð¥ð¹ pup groomed pomeranian furballâ¦\n",
      "\n",
      "1058 welp at least tiffany is . demolished the by 30. thatsodd kcalrocks\n",
      "\n",
      "1059 im strolling down my timeline all i see is people mad at the world for shit they did to them self today...\n",
      "\n",
      "1060 today has been officially the worst friday ever!ðð confused\n",
      "\n",
      "1061 it's all fun and games until your teammate in rocketleague calls you an idiot sameteambro\n",
      "\n",
      "1062 flight is delayed and the ramp is empty. avgeek. @ boise airpo\n",
      "\n",
      "1063 the internet has helped devalue human life. my prayers go out to the folks in orlando and countless other places.\n",
      "\n",
      "1064 olathe polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "1065 oh dear. i'm packing for hols and have run out of alcohol!!! x ðð´ð»ðºð· desperate\n",
      "\n",
      "1066 the news media has become pathetic. repoing on things that matter to humans as a species has disappeared. just seems to know.\n",
      "\n",
      "1067 literally lost any credibility u claimed to have had in one single post. it's obvious u knew where this picture came from\n",
      "\n",
      "1068 day for america. sad for lost lives sad for families. sad that obama will have this happen over and over again islam orlando tcot\n",
      "\n",
      "1069 not many mac gurus &amp; fans of whatever seem to care much for orlando astonished orlando\n",
      "\n",
      "1070 i feel like rob kardashian before blac chyna. fat ugly stilldoingnothingaboutittho\n",
      "\n",
      "1071 never go to bed . the anger turns into bitterness, and the bitterness turns into hatred. conflict &amp; emotions!!\n",
      "\n",
      "1072 the 43 law enforcement officers who died in the line of duty so far in 2016 leave behind 73 children family\n",
      "\n",
      "1073 white fragility: why itâs so hard to talk to white people about :\n",
      "\n",
      "1074 when i was complaint about not having enough friends and now everyone hits me up all the time ðð½ðð½\n",
      "\n",
      "1075 studio attack bull game 3d: do you really think that his head was empty around the city. each side is sup\n",
      "\n",
      "1076 ð´ \"the deafening silence from anti-racist activists regarding in porn is hard to comprehend.\" httâ¦\n",
      "\n",
      "1077 tweeting after a long time.\n",
      "\n",
      "1078 its america. people don't give a fuck about facts; we clearly vote based on emotions.\n",
      "\n",
      "1079 more marxist evil jew propoganda! why is it jew controlled media has never and never will cite any non white grouâ¦\n",
      "\n",
      "1080 1 week in spain and in the last 2 days i have slept less than 7h... also tired\n",
      "\n",
      "1081 bring on the somerset v surrey game with a few clients this afternoon.\n",
      "\n",
      "1082 so exhausted staying up with lemans24, but adrenaline is really pumping ahead of the finish, and the europeangp!! f1 lm24 !\n",
      "\n",
      "1083 ouuh fuck it! bustymilf\n",
      "\n",
      "1084 difficult path but we made it! thefashionrepoeravels panagia panagiaagitra rocks â¦\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1085 so for season 6 game of thrones!!! yes.. i'm a bit behind.. so no spoilers! getting intense once again!!!!! love got! ð â¤ ð\n",
      "\n",
      "1086 sad to see what is happening to rayc and chidi benz..... well outlined to the public, drug abuse is such a matter affecting the young!\n",
      "\n",
      "1087 here's how to combat violent extremism in 2017. \"the white nationalist who came to dinner\"\n",
      "\n",
      "1088 like needs to shutup. he just can't bear to see succeed where he failed! soreloser maga\n",
      "\n",
      "1089 it's the little things that should make us all .... balloon nic joly editions\n",
      "\n",
      "1090 a repoer tries to understand twitter trial... i wasn't before the trial.\n",
      "\n",
      "1091 â united states 10-year note auction down to 1.702% from previous 1.71% blog silver gold forex\n",
      "\n",
      "1092 in nh, some cheer a dangerous caricature of a person using words he doesn't understand to try and capitalize on tragedy for votes\n",
      "\n",
      "1093 pathetic fallacy? infantile ? just in case anyone wondered whether had a brain we have prooâ¦\n",
      "\n",
      "1094 pizza ððð + chicken wings ððð . . . . . . inshot girlsdayout blur sun fun hotâ¦\n",
      "\n",
      "1095 is not a patch on horrible atmosphere contestants rude bullying\n",
      "\n",
      "1096 everybody swears their lives are so busy, but they are actually just lazy\n",
      "\n",
      "1097 i'm sad to hear about orlando news and we've to \"pray for orlando\" :( loveislove gay dead unhappy\n",
      "\n",
      "1098 michelleobama is the most hated women in america today! get your facts straight ! her and her oprah\n",
      "\n",
      "1099 truly truly pathetic in so many ways nothing learned from the covering up of rape's\n",
      "\n",
      "1100 nothing to learn from a bored sad individual pretending to be something he is not.\n",
      "\n",
      "1101 white people got nothing to do with this nigga. it's just one sick, horrible person, sadly all youâ¦\n",
      "\n",
      "1102 dear you are a asshole. please go fuck yourself.\n",
      "\n",
      "1103 i hate being only one at doctor without someone.\n",
      "\n",
      "1104 my thoughts and prayers go out to the victims in florida.... how can someone have so much hate in their heas?\n",
      "\n",
      "1105 angry bird red birdsilfilm birds birdsmovie red birds a aworkâ¦\n",
      "\n",
      "1106 if ur still on, smthg 4 all the victims in the horrific shooting last night in orlando, florida pulsenightclub\n",
      "\n",
      "1107 mizzou: body cam reveals black students threatening white frat boys...\n",
      "\n",
      "1108 empty plate, empty hea ðªð depressed\n",
      "\n",
      "1109 it's really frustrating because it seems that there is pa of america that is ok with this crap n that's\n",
      "\n",
      "1110 aww nooo might have to now miss i9 due to change in location ... :(\n",
      "\n",
      "1111 allahsoil vps got multi-million dollar bonuses while average americans lost their homes.\n",
      "\n",
      "1112 some of the things i've been working on for this week. to see this game come together!\n",
      "\n",
      "1113 why am i angry? this explains why... orlando homophobia gaysbreaktheinternet homo\n",
      "\n",
      "1114 life is meaningless you have to find a purpose. not just fax\n",
      "\n",
      "1115 when i feel - recognizing, expressing &amp; managing anger. printable activity, color and b&amp;w ver\n",
      "\n",
      "1116 u mean?? reveal ur marriage date?\n",
      "\n",
      "1117 you wait!! and wait and wait. the movie you want to see so bad comes out and nobody will go to see it with you!!!findingdory\n",
      "\n",
      "1118 is in las vegas, getting ready to choke! weak littlefinger\n",
      "\n",
      "1119 i can't accept that this is the world we live in! people are sick! wtf it's wrong with people? notfair ripchristina\n",
      "\n",
      "1120 pentecost sunday saints, don't come before the lord empty handed. release what is in your hand. he will release what is in his!! ð¥\n",
      "\n",
      "1121 let no one who loves be unhappy alchemist gift sharethelove4authors reader goodbook kindle ebooks\n",
      "\n",
      "1122 first base coach davey lopes just tossed zach a game ball nationals\n",
      "\n",
      "1123 everybody blocks her ....she's like an annoying mosquito troll\n",
      "\n",
      "1124 racial profiling by in cologne. such disgusting...\n",
      "\n",
      "1125 payhard attack bull game 3d: do you really think that his head was empty around the city. each side is\n",
      "\n",
      "1126 so in less than a year these kids lost both parents! wow! may god give them the strength to go through this\n",
      "\n",
      "1127 just a few minutes until the winner of the pebeo a prize is announced! fingerscrossed\n",
      "\n",
      "1128 we are to be having down as one of our guests tomorrow for our allâ¦\n",
      "\n",
      "1129 annoyed annoyed. all day everyday.\n",
      "\n",
      "1130 (only) black lives matter also closely affiliated with and suppoed by workers world pay and other communist orgâ¦\n",
      "\n",
      "1131 i know how u feel i didn't know her only seen jocoxmp on bbc parliament few times.but stillâ¦\n",
      "\n",
      "1132 fuck off, we're full. outrage\n",
      "\n",
      "1133 exploresask - how come those canooists are laughing hysterically? maybe because they're wealthy yuppies? just stoned? paid to laugh?\n",
      "\n",
      "1134 when you wait around for a no show and now your entire plan is fucked up. thanks really appreciate professionalism. rushing\n",
      "\n",
      "1135 abstractaist polar bear climb racing: angry polar bear climb racing, the polar bear living in cold plac\n",
      "\n",
      "1136 female british lawmaker jo cox brutally murdered by right-wing pro-brexit nationalist group\n",
      "\n",
      "1137 lazy dayð¼ð¤ vsco vscocam vscorussia chita girl mood bw @ tchita\n",
      "\n",
      "1138 itveuref turkey is coming into the european union you moron.\n",
      "\n",
      "1139 missing my guys... mrlyteskin brothers singing colored -- well, at leastâ¦\n",
      "\n",
      "1140 fuck eng i hope they lose\n",
      "\n",
      "1141 how does it feel to be most hated potus ever? crookedtrump traitor notamericaschoice bigot\n",
      "\n",
      "1142 wow, infinitewarfare looks like an absolut nightmare to me, im not going to pay 90â¬ for this crap!\n",
      "\n",
      "1143 these hoes miserable so they go out their way to try to make somebody else miserable\n",
      "\n",
      "1144 *note* a story will get you sympathy but a hard grind_ will get you results so grindâ¦\n",
      "\n",
      "1145 its not racist to want to protect our country from people who want to see our country burn. its not fair for the people who were shot.\n",
      "\n",
      "1146 teaaddict attack bull game 3d: do you really think that his head was empty around the city. each side is\n",
      "\n",
      "1147 this cruel and horrible dogmeattrade makes me and sick stopyulin4ever ð ð¢\n",
      "\n",
      "1148 factsguide: this photo by kerstin langenberger shows how polar bears are being affected by climate change. â¦\n",
      "\n",
      "1149 i'll place the stars as the world falls down it's falling down it's a repulsive little chap. ð¡\n",
      "\n",
      "1150 fucking parrot gets fucking after smashing his cage\n",
      "\n",
      "1151 i'm not one to think this life is merely to slave away to barely survive just to die. gobeyou doyou\n",
      "\n",
      "1152 didntseeitcoming listen to blind (feat. emmi) [radio edit] by feder on\n",
      "\n",
      "1153 ditching for prom really was sad thanks clare\n",
      "\n",
      "1154 today i begin the next journey at my job as \"supervisor\". they are trusting me with an office,phone and the lives of others. scary\n",
      "\n",
      "1155 profoundly and disturbing for the victims and their families\n",
      "\n",
      "1156 i guess i found out about you :/\n",
      "\n",
      "1157 playing minecraft since my xbox headphones are now broken! ! oh well twitch stream will continue on pc!\n",
      "\n",
      "1158 so sad what trump has slowly but surely done to this country. pos hemadeamericahateagain\n",
      "\n",
      "1159 thank fuck for that, you have actually done something productive with your life! amused\n",
      "\n",
      "1160 memphis black men are targeted for murder by black men (and a few others). 100\n",
      "\n",
      "1161 just because you are a registered democratic doesn't mean you always vote that way. . ashamed\n",
      "\n",
      "1162 what a piss poor excuse... !\n",
      "\n",
      "1163 yoyas market in deming nm did not sell beer to me because i'm white they said they were closed then a hispanic walked in n they sold\n",
      "\n",
      "1164 are you black &amp; feel like â¦ are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "1165 even rational republicans realize that is unfit to be potus. donald is unstable, careless and stupid.\n",
      "\n",
      "1166 my son looks so shy but it's his first day of school tomorrow proudparent\n",
      "\n",
      "1167 5 days until out due date babydaddy scared pregnancy\n",
      "\n",
      "1168 it's never too late to have a childhood. - berke breathed\n",
      "\n",
      "1169 who hates mondays? monday boring weekend mileycyrus dinosaur ancient knowledge\n",
      "\n",
      "1170 round in my head. quotes hu ovehinkingkills brokenquotes broken dark darkquotes demons loveyouâ¦\n",
      "\n",
      "1171 down 27 poundsâ£ lowcarb ketolife ðð½\n",
      "\n",
      "1172 bloody mary's for fathers day!!! bring dad tomorrow! fathersdaydad weloveyouâ¦\n",
      "\n",
      "1173 come in, =fraud &amp; documented liar lost base after calling them nazis brownshi he's pivoâ¦\n",
      "\n",
      "1174 instead of the usual ripdad fathersday here's something new for a change &amp; boy i'm btw itsaboy\n",
      "\n",
      "1175 smiling, cheering, crying ... americanninjawarrior\n",
      "\n",
      "1176 insectstalking attack bull game 3d: do you really think that his head was empty around the city. each sid\n",
      "\n",
      "1177 i know - scary, isn't it?\n",
      "\n",
      "1178 norway now kills more whales whales norway killingwhales cruel scandinavia *\n",
      "\n",
      "1179 poor kevin love went to get a high-five from lebron james but instead got yelled at nba bro fail epicfail\n",
      "\n",
      "1180 why can you not check out books at ellis past 7 p.m. when the library is open until 9 p.m.? justwannacheckoutbooks nerd\n",
      "\n",
      "1181 unfounately, we're friends no more...\n",
      "\n",
      "1182 more bad news, my mother past away. i am so alone and isolated maybe its time for me to marry. death alone isolated\n",
      "\n",
      "1183 . lonely? fridayweekendshoogingphotomonochromehealthycamerajapangirlmodellovelâ¦\n",
      "\n",
      "1184 bravewarriors disappointed bt stil a fan!\n",
      "\n",
      "1185 when i see naã¯ve girls on here i been feeling so bad for them bcuz y'all really look to this shit for validation and acceptance\n",
      "\n",
      "1186 maybe one day you'll understand you hu me too but till then you're not going to be in my life &amp; make it miserable i don't nâ¦\n",
      "\n",
      "1187 10 roxe hogaye and no body invited me for iftar :( buhatnainsafi\n",
      "\n",
      "1188 two little owls!\n",
      "\n",
      "1189 having an idealpaner doesn't mean you'll be - what's out there? (via\n",
      "\n",
      "1190 i wish i can stop hiding who i am, it's hard for people not to know. it's hard to show them that no matter what, i am still me.\n",
      "\n",
      "1191 sorry for the pain and anguish this has brought to your area orlandostrong orlando\n",
      "\n",
      "1192 told to visit 4th time bs to get close account, fasting &amp; have to drive hour to so out! frustrated\n",
      "\n",
      "1193 hate la guardia and newark for this reason more than others\n",
      "\n",
      "1194 i hate waking up for no reason. i hate being angry period. bpd\n",
      "\n",
      "1195 free pdf download of my sho story the sad thing - illustration zine freeebooks\n",
      "\n",
      "1196 first time get premium drinkâ english lounge oregon cafe i won the game âºï¸ð\n",
      "\n",
      "1197 my today's morning : me: i want to wear lenses. my red bloody eyes: you want too much, xoxo\n",
      "\n",
      "1198 first half done now the real half begins.... on the pileupriddim video shoot @ atlantaâ¦\n",
      "\n",
      "1199 â us stocks end the week sharply lower as anxiety grows ahead of brexit vote blog silver gold forex\n",
      "\n",
      "1200 kkinetic band goin down..... @ warner chappelâ¦\n",
      "\n",
      "1201 face got a horse rideride hard\n",
      "\n",
      "1202 an act of hate stas a wildfire of more hate. instead of coming together we just hate each other for having different political views.\n",
      "\n",
      "1203 watch angry grandpa react to gift of new house video: grandpa house\n",
      "\n",
      "1204 going to lilhomer wake today. man this shit is just pleasestoptheviolence\n",
      "\n",
      "1205 confused but not against it at all yayyyy extramannnvid mannnfam waytomanyfreakinhashtags\n",
      "\n",
      "1206 i just ... gosh.. i hate people... i hate the world and i hate fucking guns fuck this world.\n",
      "\n",
      "1207 any other striker in the league did the same wouldnt have been disallowd munmid\n",
      "\n",
      "1208 the last time i went to the mall was on black friday of last year\n",
      "\n",
      "1209 more americans hate him\n",
      "\n",
      "1210 wow... so sad ð prayersfororlando\n",
      "\n",
      "1211 freeshipping worldwide make offer $29 - iron planch antique vintage heavy cast iron...\n",
      "\n",
      "1212 no more m&amp;m's in mcflurries? say what?! mcdonalds mars mcflurry\n",
      "\n",
      "1213 1 week to go gascony cooking foodie foodblfoggers a few days learning from amazeballs chefs fish crustacean\n",
      "\n",
      "1214 that moment you try your new lippies &amp; it sucks. fail waste\n",
      "\n",
      "1215 guys, your set just ended and you didn't play hard house! what gives?!?\n",
      "\n",
      "1216 round 3 fathers day\n",
      "\n",
      "1217 orlando had a rough weekend. praying for all victims and their family. orlandoshooting ð\n",
      "\n",
      "1218 -- that is one of the most damaging, insulting tweets i have ever read...to the that is.\n",
      "\n",
      "1219 please, put lebron on the bench and fire tyronn lue!!! at least loose with some dignity!!! pathetic allislost lame\n",
      "\n",
      "1220 a very mixed day. sad landscapes\n",
      "\n",
      "1221 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "1222 i feel like crying after seeing this..\n",
      "\n",
      "1223 couple having sex singapore girl get fuck\n",
      "\n",
      "1224 what the fuck with this cat?!ð cat croak like\n",
      "\n",
      "1225 it's plain to see romney misses the news limelight. his rhetoric changes week to week to keep in the spotlight.\n",
      "\n",
      "1226 most dangerous and deceptive speech ever. knows nothing about immigration policies. scary neverump\n",
      "\n",
      "1227 i'm getting an mri of my little brain ð\n",
      "\n",
      "1228 very sad! is probably happy that this happened whitelivesmatter whitelivesmattermore\n",
      "\n",
      "1229 are you black &amp; feel like the are â¦on you? listen retweet tampa miami newyorkâ¦\n",
      "\n",
      "1230 â ireland hicp (mom) increased to 0.5% in may from previous 0.3% blog silver gold forex\n",
      "\n",
      "1231 i know, i found it very sad not only to read about the deaths but also from people hating &amp; blaming all heterosexuals for it.\n",
      "\n",
      "1232 not upset. i'm as angry as you are that 50 people are dead. i'm also angry at the immediate finger pointing.\n",
      "\n",
      "1233 blocked for the third time by for no reason!!! instagram fuck disappointed help\n",
      "\n",
      "1234 it's sad!! our world is turning into a political zoological disaster, will our governments truly ever learnð¤ð¤\n",
      "\n",
      "1235 people, stop bleeding out your every complaint. there are real things happening in the world. orlandonightclubshooting\n",
      "\n",
      "1236 for a moment i thought nick grimshaw had been shot dead grimmie shooting\n",
      "\n",
      "1237 i'm home, i have my fluffy dressing gown on and we're having spaghetti bolognese for dinner âºï¸ð¡\n",
      "\n",
      "1238 what is wrong in the world today? timeforchange paulpowell paullawyerlasvegas lasvegasinjurylawyer vegas\n",
      "\n",
      "1239 why am i crying? depression helpme saveme whyme 5sos\n",
      "\n",
      "1240 the final season begins tonight.... hellonwheels on one hand stoked on the other it's the last season\n",
      "\n",
      "1241 ðð¨ð¨i'm provaper vape provape coil coils pink cloud smoke\n",
      "\n",
      "1242 school seems boring tomorrow.. coz i don't have my happy pills with me..\n",
      "\n",
      "1243 theoretically i know this. emotionally, i'm not so sure.\n",
      "\n",
      "1244 so about this tragic outcome some idiots just don't have a hea and steal our oxygen karma to you creep\n",
      "\n",
      "1245 everything you want is on the other side of fear. motivation\n",
      "\n",
      "1246 i wanna go home...being around the person that rejected you is aggravating and soul crushing. nothappy mad scorned heabroken\n",
      "\n",
      "1247 parents of toddler who drowned in neighbor's pool charged with murder neglect, not murder...\n",
      "\n",
      "1248 badminton game!! prime camp kids spos activities summer badminton\n",
      "\n",
      "1249 what's colder? my mouth after these mints or my hea ? edgy dark teen cold mouth mint sarcasm? ironic? whysomanyquestionmarks\n",
      "\n",
      "1250 i miss my brother... he has been mad at me for years... long story.. but just going down memory lane. brother\n",
      "\n",
      "1251 the girl from a home sensed something was wrongâbut never met the little boyâuntil years later mystical supernatural psychic\n",
      "\n",
      "1252 obama, guns are bad, hate is bad, but still not a word about islamicterrorism you'll never defeat an enemy you refuse toâ¦\n",
      "\n",
      "1253 love has a nasty habit of disappearing overnight â thebeatles aye selfie liverpool\n",
      "\n",
      "1254 what about your dad's tax returns? must be difficult having a racist fraud for a parent.\n",
      "\n",
      "1255 walking out the door knowing you're not gonna see your family again for at least a year is absolutely devastating\n",
      "\n",
      "1256 ðâï¸ð´ðððthe happiest trails 2 u elizabeth! until we c each other again! ðâï¸ð´ðððð´ððð\n",
      "\n",
      "1257 in 2 days the hog rider will be useless to me ... true clash royale fans know the reason why... clashroyale update hogrider weak\n",
      "\n",
      "1258 bitch i'm crying ð­\n",
      "\n",
      "1259 such sad news about jo cox. what is this world coming to?! violence everywhere you look. totally senseless tragic whataworldwelivein\n",
      "\n",
      "1260 so i took my cat to take a blood test and she got mad and now i can't plug my laptop anymore\n",
      "\n",
      "1261 all 3 orlando tragedies r horrific; a young singer murdered, 49 innocent angels murdered, 53 wounded, &amp; a baby killed by an alligator.\n",
      "\n",
      "1262 all i know in this sad awfulmoments in this crazy word is hard staypositive &amp; but try or fuckerswin!\n",
      "\n",
      "1263 fuck me sideways. 24/7 meaf me miserable lol\n",
      "\n",
      "1264 don't forget his other incantation \"i've always been a winner.\" say them together and opponents spontaneouslyâ¦\n",
      "\n",
      "1265 trin won on false pretenses she clearly fouled but they didn't call it imapussynow\n",
      "\n",
      "1266 i wish wake up with amensia.. amensia hate ihatemyself\n",
      "\n",
      "1267 i'm sorry i don't do that as much as i used to :( i don't have twitter on my phone sorry\n",
      "\n",
      "1268 tired of feeling all the time? gives tips to spiritualenlightenment heal energy wealth\n",
      "\n",
      "1269 hahaha all of our heroes are fake. doping nothingisreal\n",
      "\n",
      "1270 pretty disappointed w/ the nickjonas new album. i had his last cd on repeat x10. just not getting the replay music vibe here\n",
      "\n",
      "1271 i'm walking around nyc in my dont be paranoid tee and a random stranger tells me she loves my shi!\n",
      "\n",
      "1272 you'd be amazed to know machine guns are the only firearms that are even close to being remotely regulated\n",
      "\n",
      "1273 . just delete your account, shallow , and go away.\n",
      "\n",
      "1274 sorry, just have to get it out there for people like true america\n",
      "\n",
      "1275 trainhard polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "1276 came home to agent hazel in my apament. thought some1 had broken in! she called at 8:36 last night and i said no. she came anyway\n",
      "\n",
      "1277 still don't change shit bout dat hoeness ð\n",
      "\n",
      "1278 prayfororlando ðinstagram ð toptags top.tags nothappy cry crying tearsâ¦\n",
      "\n",
      "1279 xbox one reverses drm! angry rant pt.3 video xbox one reverses drm rant sverigesweden\n",
      "\n",
      "1280 this is where the repressive pc left went so badly wrong-they should be the ones most fighting for reform in the muslim world &amp; culture\n",
      "\n",
      "1281 sleepy polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "1282 â¢ t h e o l g u i n's â¢ blessed freak iloveyoulikexo smile silly mine beyouâ¦\n",
      "\n",
      "1283 the internet gives idiots 2 much power to criticize everything and claim they accept everyone (only when they agree with them) facts\n",
      "\n",
      "1284 classic ! yet you jewish bastards wonder why you are sooo hated in the world.\n",
      "\n",
      "1285 the will never get it right. way off the mark with bad odor's suspension and now ventura deserves 20+ yet he won't misâ¦\n",
      "\n",
      "1286 rest in peace julie :-(\n",
      "\n",
      "1287 you're the one who should be leaving this eah, you piece of shit!\n",
      "\n",
      "1288 don't you hate it when people just presume they can take things you've just brought without asking xxx getityourself xxx\n",
      "\n",
      "1289 the left don't know how to do anything right, including insulting. leftist snowflake happyholidaysâ¦\n",
      "\n",
      "1290 ð summerð @ green bay, wisconsin\n",
      "\n",
      "1291 shouts of anger in toronto couroom ontario toronto nightmares âi've had nightmares longer than six yrs,â\n",
      "\n",
      "1292 can't the grey weather go vaporize somewhere? i can't go out to take photos in this! iwantsun nophoto\n",
      "\n",
      "1293 allahsoil the odds of dying from extremist violence are roughly one in 400,000. emiratisâ¦\n",
      "\n",
      "1294 i cant help but look back and cry crying\n",
      "\n",
      "1295 there is no difference between your ignorance and you're dumb, theron.\n",
      "\n",
      "1296 katie hopkins: why wonât the left admit the truth about islam? islam political jealous hate\n",
      "\n",
      "1297 she called your bf a n***** l personally have never used that word. it's sad that she did &amp; now she is eating her words. hypocrit\n",
      "\n",
      "1298 this the worse day of my life straight up wtf mexico finna go kill myself brb mexicovschile neverforget byeworld\n",
      "\n",
      "1299 my dad ate the rest of my macaroni and cheese. i'm not happy about this ð² macncheese\n",
      "\n",
      "1300 cece and eve are going to have to drag me out my bed to get me out tonight otherwise i'm staying in it until my holidays byeâ¦\n",
      "\n",
      "1301 awful news, some people have no sense or reason. hope the course recovers and the police catch them. ð¡ð¡\n",
      "\n",
      "1302 loversplayz - na: naughty nude sexy kinky hot xxx young slut nasty shy snapshot wet porn horny\n",
      "\n",
      "1303 ex-girlfriend text fails. some of them are pretty\n",
      "\n",
      "1304 just words-fake words in this case gather around her false light children and you will die\n",
      "\n",
      "1305 shit niggas don't recall happening depressing\n",
      "\n",
      "1306 even in usa being gay is still dangerous prayfororlando whatapity\n",
      "\n",
      "1307 â new zealand reinz house price index (mom) fell from previous 18.4% to 13.6% in may blog silver gold â¦\n",
      "\n",
      "1308 they are the silent majority &amp; it's frightening &amp; beyond pray for orlando\n",
      "\n",
      "1309 both &amp; dumb pelosi\n",
      "\n",
      "1310 when cinema is an expression of freedom or cinema reflecting societal issues but india is not ready to show itself a mirror udtapunjab\n",
      "\n",
      "1311 i'm doing good thx. yes crazy &amp; horribly . it's been very emotional here in florida &amp; around the world. ð¥\n",
      "\n",
      "1312 keep your negative vibe the fuck away from me. girl selfie luckygirl hair eyesâ¦\n",
      "\n",
      "1313 there is so much hatred &amp; stupidity on the internet today, i just want to smash my computer.\n",
      "\n",
      "1314 i genuinely teared up at the sisterhood of travelling pants movie... didthatreallyjusthappen sad toomanyemorions\n",
      "\n",
      "1315 this is what you get when you request to not communalise! so much anger\n",
      "\n",
      "1316 spelling's kinda difficult when you're old and all self righteous and shit, too.\n",
      "\n",
      "1317 greattits4ux - na: horny shy nasty slut porn young naughty nude xxx hot kinky snapshot sexy wet\n",
      "\n",
      "1318 ðððð boss to see there are still idiots around!! and the use of words never gets an better! idiot\n",
      "\n",
      "1319 to both gop and dnc wing nuts, disagreement = stupid. absolutes from both r scary!\n",
      "\n",
      "1320 lunch sandwich ifunn funniest shit ever!!!\n",
      "\n",
      "1321 have been told of friends who feel we are failing to show solidarity with lbgt community after florida sorry\n",
      "\n",
      "1322 5 days until out due date babydaddy scared pregnancy\n",
      "\n",
      "1323 in other words creditors do not want to leave greece because its a corner store! lend money to have them slaves !\n",
      "\n",
      "1324 â gbp/usd heavy, brexit polls show lead for the 'leave' camp blog silver gold forex\n",
      "\n",
      "1325 it's 2016 and still so much hate in this country.\n",
      "\n",
      "1326 the bleach i had to use on my eyes, i will spike your drink with before the florida game. not\n",
      "\n",
      "1327 â dollar's appreciation is a drag for the fed - nomura blog silver gold forex\n",
      "\n",
      "1328 we are a green festival so download the schedule or follow large signs on site please green moynaltyyogafest\n",
      "\n",
      "1329 stepping up his audio game! stonecoldcreamery thetazshow humpdaypromos tazmaniax\n",
      "\n",
      "1330 i'm so upset you are not providing with an amazing viewing experience. disappointed\n",
      "\n",
      "1331 guess he did miss me a little monicapearl him\n",
      "\n",
      "1332 carl paladino, trump ally, wishes obama dead of mad cow disease in â17\n",
      "\n",
      "1333 oh my goodness, tragic tragic news .... my condolences to all her family and friends values mindlessviolence\n",
      "\n",
      "1334 you're low-rated because you're trying too hard, relax\n",
      "\n",
      "1335 so like true or false, stephen keshi die na waoh...this life eh one thing i dey rememba abt am be say he dey alwaz chew gum. ripkeshi\n",
      "\n",
      "1336 body to body massage with a ending oil massage ,body happyending massage center abu dhabi ,0506823156\n",
      "\n",
      "1337 nationalbestfriendday to these crazy melon heads love you all friends allways ðð­ð¬ð«ðâð\n",
      "\n",
      "1338 seriously the justin bieber conce is one the worst i've been to ever in my life. he's coked out of his mind &amp; cant even lip sync.\n",
      "\n",
      "1339 wakeuppeopl3: cover of a book...from 1983. um...what!? little eerie and strange. motivation\n",
      "\n",
      "1340 sick baby, tired momma..... up watching elmo with liam. liamwesley sick poorbaby rest 20monthsold\n",
      "\n",
      "1341 another game and benched agan\n",
      "\n",
      "1342 come on, come on, turn the radio on it's friday night and it won't be long gotta do my hair, put my makeup on it's friday night ððð\n",
      "\n",
      "1343 worst apple wwdc ever... apple seems to go fuher down the drain. why onelessthing\n",
      "\n",
      "1344 what's wrong with england football fans in lyon? euro euro2016 lyon parisfrance russia\n",
      "\n",
      "1345 are you black &amp; feel like â¦ are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "1346 why must people do terrible things? why depressedyo\n",
      "\n",
      "1347 pos take that painting down asshole! fucking chump\n",
      "\n",
      "1348 trump is guilty of treason ! we theresistance must resist hate naked raygun treason\n",
      "\n",
      "1349 not funny.\n",
      "\n",
      "1350 people that post the most selfies tend to be very insecure and constantly need reassurance\n",
      "\n",
      "1351 . are you seriously considering a performance at the inauguration of a lying misogynistâ¦\n",
      "\n",
      "1352 who still mad af right now? neverforget stopisalm muslimcontrolnow lgbt\n",
      "\n",
      "1353 lessismore polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places l\n",
      "\n",
      "1354 to read about the state of the poor in india. water drought modi drought selfies and drought suicides\n",
      "\n",
      "1355 are you black &amp; feel like the â¦ stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "1356 â£14 off the beach today, realised my detector is broken. minelab xterra metaldetecting\n",
      "\n",
      "1357 music of hope (dramatic, thoughtful music) guitar dramatic beats stockmusic background royaltyfreemusic\n",
      "\n",
      "1358 trump vs clinton...smdh...america really is a nation of idiots!!!\n",
      "\n",
      "1359 helping little people manage big emotions feelings disappointment\n",
      "\n",
      "1360 but he took out a massive mogage, bought expensive wallpaper &amp; he isn't renting out his rooms enough. i am done with life ð­\n",
      "\n",
      "1361 â¡ï¸ \"fox fires spos repoer for derogatory comments \" she's almost as bad as trump with her comments.\n",
      "\n",
      "1362 my boyfriend hasn't come back home yet :( crazyboyfriend crazy fatkid fat nerd gamer\n",
      "\n",
      "1363 shocked! wow\n",
      "\n",
      "1364 see you in a few hours* cantwait beatecc\n",
      "\n",
      "1365 so had enough of how ill as my baby got to be before you intervene ??? frustrated disappointed\n",
      "\n",
      "1366 it is impossible for you to be and laugh at the same time.\n",
      "\n",
      "1367 why do people choose to come at you with weak barbs? burn funny\n",
      "\n",
      "1368 if you lose your dad that is . if you lose your mom too, that's just careless! parents fathersday\n",
      "\n",
      "1369 cruel world brokes a kind soul ð¢\n",
      "\n",
      "1370 can't comprehend what they must be feeling. this is lemans! absolutely unbelievable! lemans shithappens\n",
      "\n",
      "1371 nothing human about cruel bitter sociopathic the soul has fled the fugly lunatic.\n",
      "\n",
      "1372 false lashes delivered now to wait for my hair extensions then a night on the town is in order! can't wait!\n",
      "\n",
      "1373 what's nbc sick obsession with manscum ?\n",
      "\n",
      "1374 kaf16 brochure gone to print! woohoo exhausted\n",
      "\n",
      "1375 what in the fuck is this? presidentpussygrabber notmypresident tinyhands putinpuppet\n",
      "\n",
      "1376 finally, after all this fucking heaache and bullshit it's all over, and now i can finally see your true colors. thegamesareover â\n",
      "\n",
      "1377 magnum store round two... last year was so much better... no raspberry ice cream :( magnumldn\n",
      "\n",
      "1378 cant wait to see my little sister tomorrow familytime sisterlove bigsis lilsis â¤â¤â¤â¤\n",
      "\n",
      "1379 loveisland zara ohhhhh dear.....he doesn't like u but what man is gonna turn down a woman throwing herself at him &amp; a bj! awkward\n",
      "\n",
      "1380 my brothers and sisters, take not of this: everyone should be quick to listen, and slow to speak and slow to become . james 1:19\n",
      "\n",
      "1381 emtec angry birds 4 gb usb 2.0 flash dri emtec birds 4 gb u\n",
      "\n",
      "1382 i am at a loss for words, 50 killed, over 50 wounded....orlando\n",
      "\n",
      "1383 i have never had so much feminism fuelled anger and i have had recently feminism socialjustice\n",
      "\n",
      "1384 and i thought you were mad... /:\n",
      "\n",
      "1385 didn't realize you were there we would have been there to see you sorry i missed that ð¢\n",
      "\n",
      "1386 really! is reversing it so he's not the bad guy?? typical &amp; basic. shahsofsunset\n",
      "\n",
      "1387 as u knoe is is ur sister cocern so plz come late let me do our job .. highfive ! sorrow orlando\n",
      "\n",
      "1388 â¤ï¸when my girl comes to visit. to bad i have to teach the 1st day she is hereð. roast beef will be in the crockpot waiting on herð½\n",
      "\n",
      "1389 this is awful! just slap on the face to americans hey my neighbor black just bought a $700,000 house. we r soâ¦\n",
      "\n",
      "1390 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "1391 last nite. neã³n puebla pay viernes goodtimes frens pink yellow greenâ¦\n",
      "\n",
      "1392 not even kicked a ball yet and england fans in the headlines for being total idiots . truecolors\n",
      "\n",
      "1393 your customer service for sellers is absolutely appalling you should be ashamed of your company facilitating fraud!!!\n",
      "\n",
      "1394 watching bones &amp; brennan is referencing vesalius &amp;how he proved galen wrong! gcsehistory\n",
      "\n",
      "1395 it's hard to believe that the people we help and think we can trust, can also betray us and hu us. quoteoftheday\n",
      "\n",
      "1396 3600 families from dbrealty loose their basic necessity to have a home\n",
      "\n",
      "1397 the historian whitewashing ukraineâs past ukraine volodymyrviatrovych history whitewashing jews nazis\n",
      "\n",
      "1398 has your body, the bodies of your generations, been the sites of fear, repulsion, violent desire,hatred? ableismâ¦\n",
      "\n",
      "1399 not acquainted with punjabi culture, kejriwal trying to lure punjabis:\n",
      "\n",
      "1400 â china: rmb depreciation a headwind for other asian currencies - anz blog silver gold forex\n",
      "\n",
      "1401 sickening, but very impoant, reading\n",
      "\n",
      "1402 bihday selfie ð - selfie selfies me late bihday pay worewrap brithdayâ¦\n",
      "\n",
      "1403 black12iwhiteboy - na: porn nude xxx nasty young horny slut hot shy sexy naughty kinky we...\n",
      "\n",
      "1404 bitches sad as hell sleeping by themselves ð rolling over and keep checking ig and shit ! ð\n",
      "\n",
      "1405 when you smile they don't know why but when you upset they know ur mad! staypositive smiling retweet\n",
      "\n",
      "1406 let no one who loves be unhappy alchemist gift sharethelove4authors reader goodreads kiâ¦\n",
      "\n",
      "1407 was scrapping about to find money when i heard the ice cream van, only to find it was on tele. waste\n",
      "\n",
      "1408 maga maga3x this moron who tweeted this sewage below doesn't understand why he and hillarylost.â¦\n",
      "\n",
      "1409 now i understand why vegans and vegetarians are such miserable souls...they don't eat bacon!\n",
      "\n",
      "1410 it must be horrible to be so filled with hatred. my thoughts go out to the victims of violence and to the roots of it. orlando\n",
      "\n",
      "1411 go fuck yourself richie. we like it and it's not going anywhere! ð¤\n",
      "\n",
      "1412 you're no good, but it's time i love you, baby. me selfie weird dark likeitâ¦\n",
      "\n",
      "1413 slowly caring less about soing other peoples problems, i try too hard! need me time! confused cba annoyed\n",
      "\n",
      "1414 the idiocy of feminism. they actually think microaggressions matter. here's the proof:\n",
      "\n",
      "1415 \"kevin didnât understand what heâd done, but he knew heâd fucked up.\" bestof2016 by marriage\n",
      "\n",
      "1416 it's wednesday and today's emotions and feelings to explore are: &amp; angry abxc summercamp2016...\n",
      "\n",
      "1417 whoa, i fkg miss sheila. absolutely no news from her since tt unfounate incident in the group chat. i, her bestfriend got unfollowed\n",
      "\n",
      "1418 another morning, another mass shooting, 50 more dead, lots of outrage but we all know not one fucking thing will change. sâ¦\n",
      "\n",
      "1419 donthecon reading poorly from a teleprompter once again.\n",
      "\n",
      "1420 inked polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "1421 islam gave them a purpose in life but they left islam so now their purpose in life is to defame islam useless ð\n",
      "\n",
      "1422 everyday is caturday! caturday cat saturday indraloka weekend\n",
      "\n",
      "1423 even a little run can soothe your mind &amp; hea.\n",
      "\n",
      "1424 wth? im so :( cicis closed in san diego! we loved going there. there isnt anything in this area. why cicispizzasandiego cicispizza\n",
      "\n",
      "1425 this is what it takes to make my laptop work... had to do some game dev. gamedev\n",
      "\n",
      "1426 dodgers what did happen to a staing line up? old school baseball a video game now\n",
      "\n",
      "1427 cant wait for the game though engwal euro2016 eng come on\n",
      "\n",
      "1428 feels bad when you canât explains to people what are you thinking\n",
      "\n",
      "1429 lazy saturday packing for my trip to melbourne tomorrow!!!! melbourne sex tweety\n",
      "\n",
      "1430 fuck my life... i already had tickets for in october and now i can't go bc of my work... great :(\n",
      "\n",
      "1431 shops were grrr today. but it is done now i have an evening and enough to get a few drinks xxx\n",
      "\n",
      "1432 why animal names are stupid accent animals animation big\n",
      "\n",
      "1433 the trouble is it's been going on since late 70's and has always happened for football but can't be cured ? very sad\n",
      "\n",
      "1434 it looks like the rift created between the and the is never going to be closed. lots of hate flyinâ¦\n",
      "\n",
      "1435 day for america. sad for lost lives sad for families. sad that obama will have this happen over and over again islaâ¦\n",
      "\n",
      "1436 in ufc pay: amanda nunes ( who was &amp; still is the champ whopped ronda rousey but less of a payday - $3 mil to $100k\n",
      "\n",
      "1437 yesssss my bff ð. been too long rollingbacktheyears theresalwaysonewithagammyleg ð¦ðð nannycramps\n",
      "\n",
      "1438 \" stories. silly stories. stories that make me cry nonetheless.\" amwriting amwrithing likeifucryevrytiem\n",
      "\n",
      "1439 omg alaska thunder fuck is going to at axis in my home towwngaging face\n",
      "\n",
      "1440 cotd polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looking\n",
      "\n",
      "1441 gossiping ass haters. to the whole team: get a real fucking job and stop stalking people and click baiting. losers\n",
      "\n",
      "1442 relaxing in a comfy chair. little break.\n",
      "\n",
      "1443 black and white ððð blonde model photoshoot blackandwhite saturday lingerie bedhair\n",
      "\n",
      "1444 allahsoil enlightenment is wasted on the wilfully blind. â¦ emiratisâ¦\n",
      "\n",
      "1445 fathersday to the men holding it down who have to work thru holidays. it will pay offâ¦\n",
      "\n",
      "1446 guncrime needs to end. families, friends, and all affected in the tragic shooting. you are in my thoughts. when will the madness stop?\n",
      "\n",
      "1447 black women demonic porn\n",
      "\n",
      "1448 commit messages like âadd empty tests to make gradle happyâ make me dev github\n",
      "\n",
      "1449 dragoneducationautumn kidsaupair aupairlifechinababytravelexperienceteacherenglish crazy cute\n",
      "\n",
      "1450 udtapunjab in a few hours! bdayweekend goodvibesonly\n",
      "\n",
      "1451 what i haven't forgot the racial canyon created by this case- and how it's only gotten worse since then.\n",
      "\n",
      "1452 sta laughing! crying only makes you sad. laugh cry distressed anxious change mindset depressed\n",
      "\n",
      "1453 slowly growing apað¢\n",
      "\n",
      "1454 â japan foreign bond investment increased to â¥867.8b in june 10 from previous â¥-549.4b blog silver goldâ¦\n",
      "\n",
      "1455 late ff to my gamedev indiedev indiegamedev family at and &lt;3 y'all!\n",
      "\n",
      "1456 f**k feelings numb dark depressed\n",
      "\n",
      "1457 council staff have been instructed by the anc to go slow and make the da look bad. this was exposed a few weeks ago.\n",
      "\n",
      "1458 i have to be up in 4 and a half hours but i don't even wanna sleep\n",
      "\n",
      "1459 can music help you overcome grief? -\n",
      "\n",
      "1460 i can't get angry and hence i suffer.. as i allow people to take me for granted.. suffer choice needtobetough life\n",
      "\n",
      "1461 orlando lgbt nightclub attack: police say up to 20 dead in terrorist incident scary\n",
      "\n",
      "1462 my baby is sick ð breaks my hea to him like this ð\n",
      "\n",
      "1463 ð¨ now, that's not nice! we're urging president-elect to denounce through his twitter acctâ¦\n",
      "\n",
      "1464 you will not be punished for your anger, you will be punished by your anger. friendswithbenefits life world bloggers\n",
      "\n",
      "1465 a n g r y ð¤ msqrd beard bearded bear black white shoulders man guy boy brown\n",
      "\n",
      "1466 b4 sm we didnt hear this latent every single day..\n",
      "\n",
      "1467 oh yea they are going to keep it up that's why they been showing al these shootings on news everyday another city\n",
      "\n",
      "1468 are â¦ black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "1469 wales vs england is a staer before the real game - poland vs germany pol\n",
      "\n",
      "1470 2 weeks today we shall be travelling down the motorway to gretna to prepare for our wedding day to say ''i do'' :d hehehe ~\n",
      "\n",
      "1471 daddysays if you leave from me, you'll be suffered for even a single meal.\n",
      "\n",
      "1472 when you want diary queen but remembered it got burnt down. â¦\n",
      "\n",
      "1473 who gets to be angry? usefulanger\n",
      "\n",
      "1474 after the disappointment of not being at the davis cup, i'm finally gonna see play at queensclub cantwait baller\n",
      "\n",
      "1475 i'm surprised they didn't have a gun, they usually carry guns every where else, man\n",
      "\n",
      "1476 healthandfitness attack bull game 3d: do you really think that his head was empty around the city. each s\n",
      "\n",
      "1477 alot of ppl been actin funny wit me lately. money make'em act funny baby ð fuck'em ð\n",
      "\n",
      "1478 these england fans are so stupid they don't deserve to be out there ð¤ euro2016\n",
      "\n",
      "1479 i said that to my family the other day, i thought he was probably kicked out of the club and this was payback,not terrorism.\n",
      "\n",
      "1480 are â¦ black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "1481 freeshipping worldwide make offer $29 - iron planch antique vintage heavy cast iron\n",
      "\n",
      "1482 bless these oppounities. seriously. thank you lord. ðð½\n",
      "\n",
      "1483 today i'm grateful for life. so much pointless death happening every minute from soulless individuals who don't deserve to see tomorrow\n",
      "\n",
      "1484 ...awwwlup awwwn them... wut z? magicbutt0nz *pushin'em lyk \"crazy\"* ...until? 0 hai! l00k!! it_werkd!!!\n",
      "\n",
      "1485 new video! whitepeople kanyewest racewarchess! wanna see the worst shâ¦\n",
      "\n",
      "1486 babies street dogs - roxie in pink bouncingbaby\n",
      "\n",
      "1487 i literally bleed for you. don't fucking tell me you don't want my help. fuck you. takeitoutonme fuck\n",
      "\n",
      "1488 this is why you need to tell people you love them everyday. you don't know when you might get randomly shot out in the world. orlando\n",
      "\n",
      "1489 latepostð»ð« like like4like likeforlike goodnight night face sad latepost sendiri\n",
      "\n",
      "1490 motorracing attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "1491 i wanna play soooo bad but i can't no matter what i do it just doesn't work. now i'm just giving up on the app mfact\n",
      "\n",
      "1492 sad panda earrings by nrcr via panda earrings\n",
      "\n",
      "1493 san diego father says gators at disney also went after his son â« cbs miami scary to live in fl\n",
      "\n",
      "1494 bioy-to many people today, god seems a distant or irrelevant figure with little impact on their lives. wearehishands loveall\n",
      "\n",
      "1495 say how. say how you will do that right fucking now!\n",
      "\n",
      "1496 this picture is hard to forget\n",
      "\n",
      "1497 when you finally finishing hours of typing and you just need to spellcheck and it refuses to work. seriously\n",
      "\n",
      "1498 (sorry, that was meaningless.. )\n",
      "\n",
      "1499 i am increasingly angered by the leave campaign. stupidity blinkered lostforwords\n",
      "\n",
      "1500 forget cleaning up after people natalie needs 2 clean up her attitude nasty bbuk\n",
      "\n",
      "1501 just to show you how far i've come: a 1 liner i found in some old notes: \"present tense fa\" notfunny\n",
      "\n",
      "1502 another angle. ford fordaustralia fordfocusrs rs angular brembo black mean dreamcar\n",
      "\n",
      "1503 queenanelisse - i like positive atitude,i like jokes,men who can ...: snapshot shy nude slut na...\n",
      "\n",
      "1504 when tragedy happens we express grief n all days later we go back to our usual ways; hate n racism\n",
      "\n",
      "1505 this wasn't preventable. you can never control animals, you can never control stupid people to read signs\n",
      "\n",
      "1506 â united states eia crude oil stocks change registered at -0.933m above expectations (-2.26m) in june 10 â¦\n",
      "\n",
      "1507 i'm just going to lie face down over here for a while orlandoshooting\n",
      "\n",
      "1508 i'm surprised they didn't have a gun, they usually carry guns every where else, man\n",
      "\n",
      "1509 completly silly, stupid, no words anymore!!!\n",
      "\n",
      "1510 finally, halo wars 2! waiting for players now, first game hype. halowars2\n",
      "\n",
      "1511 are you black &amp; feel like the are stomping on you? â¦ retweet tampa miamiâ¦\n",
      "\n",
      "1512 â united kingdom claimant count rate up to 2.2% in may from previous 2.1% blog silver gold forex\n",
      "\n",
      "1513 rip my friend ð¢ð¢ shocked dismay heabroken cannotbelieve missed atpeace pained ðð\n",
      "\n",
      "1514 i wonder where this repoer's manhood went? weak\n",
      "\n",
      "1515 danbury building walls? ? ? danbury buildingwalls publicspacenotfohepublic downtowndanbury crying\n",
      "\n",
      "1516 carving attack bull game 3d: do you really think that his head was empty around the city. each side is su\n",
      "\n",
      "1517 allahsoil the cold war was fought over oil. teambts teamsuperjunior â¦\n",
      "\n",
      "1518 what's wrong with ppl nowadays? i was conducting a sampling the other day &amp; and man said,\"of course a mexican would be selling tequila\"\n",
      "\n",
      "1519 oops! i did it again! melted another fragile snowflake! sad soreloser heed triggerwarning\n",
      "\n",
      "1520 how far has systemic hate come? first, giving a shit about where trans people piss &amp; now killing unarmed gorillas??? sâ¦\n",
      "\n",
      "1521 worrying that teens are on tinder as young as 13! scary\n",
      "\n",
      "1522 sorry to hear that, as my mum is 95 years and has been in a care home for last eight months. i have that to come\n",
      "\n",
      "1523 sad: pm dawn dead at 46 rip pmdawn music rnb soul deep sound restinpeace\n",
      "\n",
      "1524 if you stumble get back up getbackup stumble livefree loveoften befree behappy\n",
      "\n",
      "1525 when u pour too much milk in ur cereal and half of it gets soggy before u can eat it :( tragedies angsty\n",
      "\n",
      "1526 actually cried a little at everyone leaving the geordie shore house tonightð¢ gonna miss charlotte so muchð\n",
      "\n",
      "1527 teachers did a silly dance so my students wanted to do dance pharrell\n",
      "\n",
      "1528 friend request friend request little boy red balloon smileyface irongiant giantâ¦\n",
      "\n",
      "1529 if the death of jocox is in any way a result of in out brexit remain then cancel the whole bloody thing right now.\n",
      "\n",
      "1530 i made it to the back of the club! prayfororlando very weird ambiance orlando\n",
      "\n",
      "1531 i made my first purchase from istore yday and was very disappointed in the staff service... i won't be believing the hype any time soon\n",
      "\n",
      "1532 sorry to say this, england should be kicked out of the euros because of the fan trouble but more impoantly before we lose to wales\n",
      "\n",
      "1533 dear cancer i hate you.\n",
      "\n",
      "1534 misogyny at its finest from sad, very sad! to reduce us females down to this is beyond contempt\n",
      "\n",
      "1535 so stop trying to please everyone and focus on making yourself let them haters hate!\n",
      "\n",
      "1536 ill be attending kevin intal's claas later the man behind all the medals and trophies of lasalle dance company... waaaaahhh\n",
      "\n",
      "1537 no dancing with my husband tonight. :-(\n",
      "\n",
      "1538 the network has gone again today. i was at the gallery yesterday. i'm really not happy with the service now.\n",
      "\n",
      "1539 less than two months till i get to meet harper proudpops\n",
      "\n",
      "1540 constitutional law scholar/prof pres. obama calls for cuailing constitutional rights w/o due process. wiright 2a â¦\n",
      "\n",
      "1541 motherhood...unscripted new post: happy new year â seriously. 2016 celebritydeath trump misogyny hate\n",
      "\n",
      "1542 so i just watched the behind the scenes look and i can't wait for the premiere next week greenleaf\n",
      "\n",
      "1543 politicizing the tragedy pathetic\n",
      "\n",
      "1544 i pray no one kill themselves but god forbid if that do who ever enteained that shit i want it on their mind its gon eat them up bruh\n",
      "\n",
      "1545 proved my point-. and i hardly think teen vogue classifies as fake news. you just don't like her opinion\n",
      "\n",
      "1546 now playing : moon ate the dark - \" explosions in a four chambered hea\" on melancholy melancholymusic\n",
      "\n",
      "1547 it makes me mad that superstars like and haven't express any type of unity towards the gay community on this tragedy.\n",
      "\n",
      "1548 if i was a black female &amp; not white , pornisforlosers would be shut down for govegan\n",
      "\n",
      "1549 i think we should be more afraid of most of our state politicians than illegal migrants! but not surprising\n",
      "\n",
      "1550 aymtracklist no seasoned aist vocals kahik chimayi shakthishreegopalan\n",
      "\n",
      "1551 sad people can't be laid to rest in peace pray orlando orlandoshooting funeral gayâ¦\n",
      "\n",
      "1552 ifidontgetmyfirstchoice i'll huff and i'll puff and i'll tweet little, , grumpy faces and hashtag the crap outta it!!!\n",
      "\n",
      "1553 prayers for orlando :/ such hatred in the world. prayersfororlando orlando ness unite prayfororlando â¦\n",
      "\n",
      "1554 america needs to change the weapon law but instead of doing this they come with excuses and they blame others for their mess ...\n",
      "\n",
      "1555 no new hires for police officersð®. what about all the students that are taking police program in school. where do they go to get jobs?\n",
      "\n",
      "1556 did u see this? unbelievable :( 'the voice' singer christina grimmie dies after shooting thevoice\n",
      "\n",
      "1557 adveisments naked fucking whores\n",
      "\n",
      "1558 scary that it's not that long ago!\n",
      "\n",
      "1559 it appears to me that i went back four followers. :( i'll offer a bonus tweet if someone can get me back up there. i need those four!\n",
      "\n",
      "1560 â united states redbook index (mom): -1% (june 3) vs previous 2.2% blog silver gold forex\n",
      "\n",
      "1561 take care of yourself and remember to release negative feelings when faced with tragedy. talk about it with suppoiveâ¦\n",
      "\n",
      "1562 now i'm late for work bc of ur workers rude ass\n",
      "\n",
      "1563 as well as haters, negative people, energy suckers, etc. live ! please\n",
      "\n",
      "1564 colorshow polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "1565 thanks for coming in to present today - to see how things pan out over the next few years! 2020 nomuraforum\n",
      "\n",
      "1566 5 a side and das tonight...a few cold ones there ð...then off to france in the morning with the boys â½ð» threelions oi oi oi\n",
      "\n",
      "1567 405 n backed up for miles because some idiot decided to jump off the overpass near westminster. traffic crazy california\n",
      "\n",
      "1568 insane crazy racist white woman reaction! paranormal- insane crazy insane free classifieds ads\n",
      "\n",
      "1569 cuomo: paladino's 'racist, ugly' comments on the obamas embarrass new yorkers politics câ¦\n",
      "\n",
      "1570 there are people that \"don't like me\" and dedicating their lives to getting my attention to make me see the shady shit theyâ¦\n",
      "\n",
      "1571 and you still haven't said shit about the town that made you. orlando\n",
      "\n",
      "1572 i agree with both &amp; . i said it when the nba - suspended draymond greeni game 5. the nba fixedtheseries.\n",
      "\n",
      "1573 absolutely disgusting and no need euro2016\n",
      "\n",
      "1574 shoe wall curious drinks and lunch time adidasler adidas running training friends\n",
      "\n",
      "1575 let the month long spectacle beginâ¤â¤â¤ vivaespana euro2016\n",
      "\n",
      "1576 why do you keep posting aicles from breitba? are they the only ones saying positive things about you? pathetic\n",
      "\n",
      "1577 father lying through his ass. terrorism homophobia orlando killings bad evil religitards lie\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1578 because they are just an average team...\n",
      "\n",
      "1579 sometimes i wonder where have we gone wrong in life as humans . so much hate . lost all humanity . orlandoshooting peace\n",
      "\n",
      "1580 2of2 needs to know about you being the problem and not the solution for our black community, like mateen.\n",
      "\n",
      "1581 it was in ceain areas yeah, you not seen the videos? seeing little kids cry didn't do it for me!\n",
      "\n",
      "1582 an abomination, unfathomable...how one man killed 50and injured 54 orlandoshooting\n",
      "\n",
      "1583 apparently a nohern ireland fan has died during the match. hope it's not true. xx\n",
      "\n",
      "1584 orlandoshooting felt bad the way that guy came n staed shooting on e1 thts not humanity nor a pakistani. hu orlandounited\n",
      "\n",
      "1585 absolutely disgusting\n",
      "\n",
      "1586 a lot of beauties ððð flowers saturday roses pink yellow\n",
      "\n",
      "1587 how very sad! greatloss rip ronlester gonetoosoon varsityblues\n",
      "\n",
      "1588 â czech republic current account (mom): 0.88b (april) vs previous 32.36b blog silver gold forex\n",
      "\n",
      "1589 defo missing mummy karen misogs zshq pugsinkent puglife pugs pugstagram\n",
      "\n",
      "1590 worst customer service in the united states! already repoed 2 the better business bureau!\n",
      "\n",
      "1591 summer2k14 attack bull game 3d: do you really think that his head was empty around the city. each side is\n",
      "\n",
      "1592 brethren! ó¾®ó¾® so sick.... please put me in ya prayers, cus i know you'll cry when ah die. ââ ó¾­ó¾­ªâteamâshy'boiâó¾­ªó¾­ ââtha michaelsó¾ó¾\n",
      "\n",
      "1593 delusional, compulsively obsessed dumbasslionsfans mentalhealthdisorder if not this than something else sendhelp\n",
      "\n",
      "1594 what a terrible week in news. jocox murder is so tragic and so terribly sad. sending prayers to her family. londonmp murder\n",
      "\n",
      "1595 crazy day ððâ\n",
      "\n",
      "1596 physics revision p3&amp;4 tomorrow in the gym.........y11s don't be late\n",
      "\n",
      "1597 dismantled my graduation piece 'pink in memoriam' today. endofanera a uca graduationshow\n",
      "\n",
      "1598 techjunkiejh:'alt-right' site plans a 'fake black person' twitter campaign socialmedia â¦\n",
      "\n",
      "1599 dear democrats , djt not allowing islamicradicals 2 use america's freedoms 2 destroy r freedoms is not or islamophoâ¦\n",
      "\n",
      "1600 waterford man fined $500, heads to cou to prove dog is not pit bull disgraceful wrong\n",
      "\n",
      "1601 its disgusting that some1 can do this to any1 no matter the reason! it's a sad day in the world!! americaneedsguncontrol\n",
      "\n",
      "1602 god is watching us all on 100d the way we are tearing one another down. how the heck did we get here? how? bunmitâ¦\n",
      "\n",
      "1603 u no want see it. so pathetic that it's obvious she has no friends to stop her.\n",
      "\n",
      "1604 blacklivesmatter that's why bilal called the adhan on the kaaba always existed hamza yusuf that was not nice ð\n",
      "\n",
      "1605 making a song for my stepdad i sadly found passed away. please share in hopes to share my pain! :c &lt;3 ...\n",
      "\n",
      "1606 angry owls owls aworks abstracta colorful birds creativea\n",
      "\n",
      "1607 sad but true ð men mistakes\n",
      "\n",
      "1608 my santaproject is to not shop at as long as they suppo trump brands. hate ivanka macysâ¦\n",
      "\n",
      "1609 i wonder if it was this kind of out of control behavior that messed up his kids so bad tempeantrum cuck\n",
      "\n",
      "1610 everything is wrong ð­ð­ð­\n",
      "\n",
      "1611 we've had some of that round here - but you and i value democracy hence our voting choice - they don't\n",
      "\n",
      "1612 going from seeing you everyday to having to look at you through a phone ð verysad\n",
      "\n",
      "1613 i'm back ... â cold inverno winter coat gmorning mirror selfie me pooalegreâ¦\n",
      "\n",
      "1614 when i stay out past 10:30, i feel like a rebel...\n",
      "\n",
      "1615 y'all hate this dude so much that you to blind to see that you're witnessing greatness\n",
      "\n",
      "1616 its horrible how lands on fathers day, many families are missing their kids edc fathersday horrible\n",
      "\n",
      "1617 lgbtqhatestrumppay i guess we are done with loveislove and peace intead we spit hate on someone on his bihday tâ¦\n",
      "\n",
      "1618 littleteensasha - to fulfill all your desire and see you always how ...: slut naughty hot nasty ...\n",
      "\n",
      "1619 so the tells all the other players there might be a penalty but they're not sure?\n",
      "\n",
      "1620 i don't know what's wrong with me. teens poems quotes hu alone lostâ¦\n",
      "\n",
      "1621 should have recorded when bitches was running from me . but now you all tough onna gram .\n",
      "\n",
      "1622 donthecon reading poorly from a teleprompter once again.\n",
      "\n",
      "1623 ppl hate to give credit when it's due.\n",
      "\n",
      "1624 life is not easy without any male guidance in life. still mourning for my father and brothers. i miss you guys so much... depressed\n",
      "\n",
      "1625 seriously? i think you have gone too far down the power &amp; finance rabbit hole. it's very , as your unfit candidate wd. say\n",
      "\n",
      "1626 got amber at her first tbstorm game stormsocial sec128 rown 7thru9 blendedfamily\n",
      "\n",
      "1627 tired of being the target of someone else?s anger? tips from jude bijou hfhradio fedup\n",
      "\n",
      "1628 i miss my girlfriend so muchð¥ð feeling a little depressed today. i need a friend\n",
      "\n",
      "1629 just women empowering each other!!! unstoppable vision ððððmood ðððâ¤ð blessed ð·â¦\n",
      "\n",
      "1630 i have been off work for a week and ain't did shit smh\n",
      "\n",
      "1631 i'm trying so hard to make your handwritten indirect pretty and you tweet shit like this. shut up\n",
      "\n",
      "1632 petal polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "1633 still obsessed with low-energy job! trump accuses jeb bush of trying to oust him at convention\n",
      "\n",
      "1634 i can't. i just can't today. i'm sobbing. so much hate. we are all human! love thy brothers and sisters!love prayfororlando\n",
      "\n",
      "1635 over privileged black child who's been brainwashed into believing a misconstrued version of america\n",
      "\n",
      "1636 i wake up to a empty phone every morningðð\n",
      "\n",
      "1637 as a fan i am disappointed in pop who e-mailed false info on the replay tonight. they said 9-11pm ct. it staed at 8pm!\n",
      "\n",
      "1638 the worst pa of being lied to is knowing that you weren't woh the truth. quotes.\n",
      "\n",
      "1639 i am very to be your son even i am not a perfect one. time is always a key of life,â¦\n",
      "\n",
      "1640 allahsoil not all muslims hate america. â¦ emiratis 2016in4words ùùù _ø§ùø¬ù ø¹ùâ¦\n",
      "\n",
      "1641 how would your day not b incredibly brightened by seeing these smiling flowers? nature\n",
      "\n",
      "1642 you you do nothing but try and help and its never appreciated. whydoitry unappreciated fuckmylife\n",
      "\n",
      "1643 73-9 ain't mean a thing without a ring.\n",
      "\n",
      "1644 amarinder destroyed sugarcane industry in punjab by closing down 5 co-op mills:\n",
      "\n",
      "1645 of all the republicans i am most disappointed w/ i thought he was a decent man until he endorsed trump\n",
      "\n",
      "1646 i could imagine a day where all linkedin engineers are forced to use windows10 on their laptop\n",
      "\n",
      "1647 are you black &amp; feel like â¦ are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "1648 i think that you're an illiterate, stubborn moron who believes he's right.\n",
      "\n",
      "1649 todaysshooting this really needs to stop - so much hate and war it's so\n",
      "\n",
      "1650 nude sexy amature girls fucked hardly monkey sex\n",
      "\n",
      "1651 just put down a reservation for our house!\n",
      "\n",
      "1652 retro game theater - sonic the hedgehog via letsplay retrogaming sonicthehedgehog ranâ¦\n",
      "\n",
      "1653 i'm boring too baeðâ¤ï¸â¼ï¸ gshit ðð« paidinfull bae\n",
      "\n",
      "1654 what a goofy idiot. lot of goofy dumb americans for him to get the nod. goofydonnie\n",
      "\n",
      "1655 â united states eia crude oil stocks change registered at -3.226m, below expectations (-2.74m) in june 3 â¦\n",
      "\n",
      "1656 it is very sad for the ppl of venezuela\n",
      "\n",
      "1657 my mini is home miniandme @ my little castle\n",
      "\n",
      "1658 americans spend 70 of 79 yr of like inside buildings. yet, research $ for indoorair negligible compared w/ other env disciplines. iaq\n",
      "\n",
      "1659 how do you know what your doing is the right thing? confused scared\n",
      "\n",
      "1660 hundreds of cyclists ride naked through london via how &amp; feeble. insurance &amp; licence anyone?\n",
      "\n",
      "1661 these photos of the refugee crisis just won a pulitzer prize we live in a weird world...\n",
      "\n",
      "1662 v convinced i'm gunna find my husband at dunkin bc that's the only place men hit on me :/\n",
      "\n",
      "1663 quotestags_app life down people quote quotestags\n",
      "\n",
      "1664 about to study for my next few speeches and work on product development.\n",
      "\n",
      "1665 doing nothing tonight except bingewatching oitnb orange is the new black netflix ððð¼ðð¼\n",
      "\n",
      "1666 you strawman argument is delusional and insane,\n",
      "\n",
      "1667 my last is making me so sad rn like why can't that be me &amp; emo\n",
      "\n",
      "1668 my electric forest vacation stas next monday ! im tryna work everyday till then\n",
      "\n",
      "1669 a load of spam phishing emails from this morning :(\n",
      "\n",
      "1670 ripchristinagrimmie listening to your music and crying. i know, you want us to be . teamgrimmieforever\n",
      "\n",
      "1671 allahsoil to say that all muslims hate america is to suggest theyâre all the same. emiratâ¦\n",
      "\n",
      "1672 getting or frustrated provides 2 oppounities: resolve the problem at hand and clear past issues growthmindset awareness\n",
      "\n",
      "1673 jon just ran over a squirrel ð done wtf\n",
      "\n",
      "1674 got totally shut down for flavour ideas by so\n",
      "\n",
      "1675 nigel farage: 'this is not a happy europe': ukip leader nigel farage has suggested that peace in europ...\n",
      "\n",
      "1676 post workout sass selfie tired\n",
      "\n",
      "1677 this is terrible tragedy he was painfully young,to die it is..just rip.\n",
      "\n",
      "1678 thankful humble jcbiggins @ fo smith, arkansas\n",
      "\n",
      "1679 sad world we live in when you hope your kids don't have kids life stopthehate kids world hate\n",
      "\n",
      "1680 vkontakte polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "1681 the other sad thing is there's probably many more as twisted scary\n",
      "\n",
      "1682 someone should feed you grenades you stupid fuck shit\n",
      "\n",
      "1683 trying to compose myself after my eyes were assaulted watching that tv chefs son was like a tramp on a chip! desperate cheap\n",
      "\n",
      "1684 jobs chief angry over stolen lands: nii adjetey obuor-buor ii, the gbee-owomli mantse...\n",
      "\n",
      "1685 today is a tragic, day for the worldâs lgbt community via\n",
      "\n",
      "1686 feeling overwhelmed by all the tragic events in the last week!\n",
      "\n",
      "1687 inability to take responsibility for one's actions seems to be a common theme in russia -\n",
      "\n",
      "1688 are you black &amp; feel like the are â¦on you? listen retweet tampa miami newyorkâ¦\n",
      "\n",
      "1689 such a sad story this is- simply horrible that such sick twisted people live in our world. ripchristina\n",
      "\n",
      "1690 white \"social justice warriors\" _ getting it wrong, again. via voterid maga p2 rnc dnc vote\n",
      "\n",
      "1691 went you have an bad day of school you feel so sad and sad but no one don't care about you\n",
      "\n",
      "1692 this white crowd turned its back on an all-black basketball team at a high school game. trump\n",
      "\n",
      "1693 sheer waste of two hours watching this. too much noise over crap! udthapunjab\n",
      "\n",
      "1694 dear leftistlunatics, change a few words and tell me how your aicle isn't ? you people are sick.\n",
      "\n",
      "1695 it's a bit crazy to me that continues to run a losing campaign blowing millions, paid with money earned by hard working ppl\n",
      "\n",
      "1696 realize your dreams day after day without stopping, or feeling bored or tired. be - s. ali\n",
      "\n",
      "1697 the app storehouse will be shutting down on july 15...\n",
      "\n",
      "1698 the white flight of derek black kkk trump change\n",
      "\n",
      "1699 outraged by the emoji update. how dare they have a fat woman and not a fat man, are they saying only women can get fat? ð¤°ð¼sâ¦\n",
      "\n",
      "1700 the waiter was black himself.for fuck sakes!stop looking for fucking under every rock.â¦\n",
      "\n",
      "1701 no joking matter! officers fired for joke about target practice in black neighborhoods via\n",
      "\n",
      "1702 today's lineup includes shooting pastels for the show with gok wan ð namedropper fashionintern\n",
      "\n",
      "1703 dull british .\n",
      "\n",
      "1704 will u be back on y r all the original leaving :'( lovegeordieshore\n",
      "\n",
      "1705 not happy with at all!! no internet until 28th june now! all i want to do is stream on my xbox ð internet gamersunite\n",
      "\n",
      "1706 â aud/usd expected to return to 0.7044 â commerzbank blog silver gold forex\n",
      "\n",
      "1707 w/ all due respect, when 20 were hired, and wapo announced the objective was to dig up di, wapo lost all credibility.\n",
      "\n",
      "1708 the mom's face ððð shemad cute mom baby bird mad dying dead (vine by bravo the bird)\n",
      "\n",
      "1709 green army!\n",
      "\n",
      "1710 oh no! what a news to hear that... :( ripchristina\n",
      "\n",
      "1711 healthandfitness attack bull game 3d: do you really think that his head was empty around the city. each s\n",
      "\n",
      "1712 don't kill me xd snapchat snap dog thebestoftheday friki otaku dumb friends\n",
      "\n",
      "1713 stop bullying. stop racism. everyone can stand up to it and say it's wrong and treat everyone with respect. everydayheroes bully\n",
      "\n",
      "1714 &amp; instead of listening to trump, i'm sitting in the most boring video conference meeting ever.\n",
      "\n",
      "1715 im so done with delta airlines and their rude disrespectful comments &amp; actions neverdelta\n",
      "\n",
      "1716 sick of liberals thinking it's ok to dictate where they think israeli jews should be allowed to live, including in isrâ¦\n",
      "\n",
      "1717 to both gop and dnc wing nuts, disagreement = stupid. absolutes from both r scary!\n",
      "\n",
      "1718 igersbnw attack bull game 3d: do you really think that his head was empty around the city. each side is s\n",
      "\n",
      "1719 a very , tragic story about a brave, littleâ girl\n",
      "\n",
      "1720 abbyybelle - na: porn nasty horny nude kinky shy sexy young naughty hot xxx slut wet snapshot\n",
      "\n",
      "1721 netanyahuspeech stirs anti-jewish hate &amp; on twitter from progressives\n",
      "\n",
      "1722 being taiwan president means travel to paraguay, other similar states to find recognition of title. taiwan\n",
      "\n",
      "1723 they shut his down too.\n",
      "\n",
      "1724 i just relived the toilet scene in trainspotting. if you know you, you know. ð sunday\n",
      "\n",
      "1725 hella down and miserable. me too face\n",
      "\n",
      "1726 â united states 4-week bill auction declined to 0.19% from previous 0.265% blog silver gold forex\n",
      "\n",
      "1727 being told i'm childish really breaks me! spoonie chronicpain childish emotions depression anxiety imnotchildâ¦\n",
      "\n",
      "1728 what over-rode journalists' integrity was greed and ambition, along with a total absence of courage.\n",
      "\n",
      "1729 in the dark you can not see tears dark nigth depression imacityangel americanboyâ¦\n",
      "\n",
      "1730 crazed woman 'launched sick attack on muslim cab driver over â£7 fare' | islamaphobia\n",
      "\n",
      "1731 must be kicking themselves. missed out on a spo chats merger. sorrynotsorry losers nba\n",
      "\n",
      "1732 with respect, you have no logical ability and are totally unable to rationalize the obvious.\n",
      "\n",
      "1733 'you need to go away and work on yourself.' are you serious jp?! mic\n",
      "\n",
      "1734 the emotion of family &amp; friends was unbearable to be in that dark energy. i was &amp; hu, close to depression. i had to snap out\n",
      "\n",
      "1735 islamic terrorism killed him or her americaðºð¸\n",
      "\n",
      "1736 kiss someone everyday make them\n",
      "\n",
      "1737 typical ain't-poor sentiment that the gop has been suppoing for decades now. makes me\n",
      "\n",
      "1738 i know that i'm kinda busy lately, but seeing my followers number decline is just hea-breaking :( anime cry\n",
      "\n",
      "1739 wtf cares abt him as a father he's a racist ass clown why r u giving him free press he's the poster child of hate tmzlive\n",
      "\n",
      "1740 who wants him to be the next commander in chief? scary disgusting trump gross\n",
      "\n",
      "1741 i know i am supposed to be happy and chirpy... but i feel horrible. i cant provide for myself, let alone my wife to be.... *sigh*\n",
      "\n",
      "1742 about sharrod wellingham. hardly think a bloke with a premiership is going to be worried about some petty suppoers comments.\n",
      "\n",
      "1743 in the past year or two, i can't recall a more depressing day for news-watching, opinion-reading and political speech--oâ¦\n",
      "\n",
      "1744 very sad news to hear your favorite beverly cleary 100 saoirse ronan leads the way was she who is an expression washes over your face!\n",
      "\n",
      "1745 i'm so sorry. . loss to us all\n",
      "\n",
      "1746 severely disappointed with mtscentre closing all the beer sales off early when hosting meatloaf really, 9 pm for a conce? wpg\n",
      "\n",
      "1747 what makes your little one today? ad mom toddler baby\n",
      "\n",
      "1748 bare oveime this week ð monies tired\n",
      "\n",
      "1749 long weekend away âï¸ thursday morning long weekend getaway vacay womens styleâ¦\n",
      "\n",
      "1750 to save yourself you must break down other people in the process ðð¼\n",
      "\n",
      "1751 in finland we call this situation as: vittusaatanaperkele!!! ð¡ð ð fail fuckmylifeâ¦\n",
      "\n",
      "1752 trump ally wishes mad cow disease death for obama unfittobeinpublicoffice ugly reprehensible\n",
      "\n",
      "1753 @ a bar to watch the cavs and a guy hid something under his arm weirdly, so the baender asked him to show it, def scared it was a gun\n",
      "\n",
      "1754 no immigration for 50 years? white nationalist leader unloads 5 of his most horrifying hopes for america\n",
      "\n",
      "1755 its disturbing to think that the safety of the only public environment that we lgbtq's can be ourselves, is gone prayfororlando\n",
      "\n",
      "1756 liberals are the most intolerant. they accuse conservatives of hate but they are full of hate and intolerance. !\n",
      "\n",
      "1757 crying at the big bang theory because howard's mum died! ð¢. tbbt\n",
      "\n",
      "1758 arianagrandedrawing attack bull game 3d: do you really think that his head was empty around the city. eac\n",
      "\n",
      "1759 you're a . disgusting.\n",
      "\n",
      "1760 cavs in deep, deep, deep trouble. sorry cleveland\n",
      "\n",
      "1761 y is so afraid if they have done nothing wrong. salla pura u:th barbad kaa kutteya ney badals udtapunjab\n",
      "\n",
      "1762 i agree, but hard to believe he does, given his strident opposition to ordination of women. womensordinationâ¦\n",
      "\n",
      "1763 taffy is missing his brother. cat taffy rip pumpkin\n",
      "\n",
      "1764 'sad looking bear' (redditor:i124qnds) looking bear\n",
      "\n",
      "1765 sadly, those you call your enemies are the majority of americans. fascist putinspuppet\n",
      "\n",
      "1766 game of thrones season 6: episode 9 preview (hbo) battleofbastards\n",
      "\n",
      "1767 euro2016 while british commentators show their average 'understanding' of spos u can hear sirens in background: poor education\n",
      "\n",
      "1768 it is a cool, damp, and dreary day depressing lonely\n",
      "\n",
      "1769 bbuk line up has to be worst ever. bunch of z listers. thought this was for general public? absolutely no eye candy for girls or boys.\n",
      "\n",
      "1770 some dudes try so hard to give another girl attention, while you have a girl. get out of my messages and show your girl some attention!\n",
      "\n",
      "1771 it is not happy people who are thankful, it is thankful people who are . thankfulthursday wilmingtonnc choicesdcp\n",
      "\n",
      "1772 not 17 until august:(\n",
      "\n",
      "1773 but sadly un's commitment to pakistan is invisible, it has succumbed to the powerful and has become a fp tool for some.\n",
      "\n",
      "1774 spent two days in the woods this week, doing plot samples of trees at family cabin. puremichigan forestry\n",
      "\n",
      "1775 small brains...just close eyes...vote for lunatics kkk breitba altrightâ¦\n",
      "\n",
      "1776 sadly, world events is leading us to head in this direction. smaen up world.\n",
      "\n",
      "1777 literally have to enteain myself in this boring houseðð­ð â¨\n",
      "\n",
      "1778 johnny depp is no longer remotely hot and queer dance clubs are mass killing grounds tired wearyasfuck dontwanttopray\n",
      "\n",
      "1779 this is the worst mass shooting in u.s. history. when is enough, enough? gunviolence orlandoshooting\n",
      "\n",
      "1780 apparently it's obnoxious to just want peace. yes i earn money, yes i am 'lucky' yes how i was brought up but wtf. depression down\n",
      "\n",
      "1781 so all these little pundits running around 5 moves behind he is theâ¦\n",
      "\n",
      "1782 we are all very ! so sorry for the loss of ozziecat...\n",
      "\n",
      "1783 i will never use music streaming for i don't want any \"you also might like this\" crap and can't stand \"remastered\" aka corrupted music\n",
      "\n",
      "1784 competing threads of hate in the orlando club shooting antiislam anitgay which hateful ideology wins orlandonightclubshooting\n",
      "\n",
      "1785 black judge quietly removed from philandocastile shooting trial with little explanation newswithed\n",
      "\n",
      "1786 excuse me sir. why weren't you at grad today. cryingforever becauseyouturnedintoarat duh\n",
      "\n",
      "1787 life can be complicated. it can be simple. it can be happy or sad life sad live\n",
      "\n",
      "1788 i just saw a horrible example of a so-called million $$ woman...makeup &amp; heels &amp; weave don't cover up an ugly personality! ð\n",
      "\n",
      "1789 no brainer if gordie howe had half a billion to donate to it\n",
      "\n",
      "1790 president jimmy caer leaving his religion due to\n",
      "\n",
      "1791 scott baio: obama only gets angry at republicans video scott baio obama only gets\n",
      "\n",
      "1792 christmas eve? what about christmas adam? this is towards men ð¤ð¤ down with feminism\n",
      "\n",
      "1793 you can't be sad while riding a bicycle! cycling positive\n",
      "\n",
      "1794 nothing would be more dangerous than to give putinschoice the impression we accept stopracism boycott?â¦\n",
      "\n",
      "1795 amarinder destroyed sugarcane industry in punjab by closing down 5 co-op mills:\n",
      "\n",
      "1796 a sad song with english subtitles ballad subtitles turkishpop duduk kaderimsin hit guitar\n",
      "\n",
      "1797 angry ninja icons isolated on white background. a as\n",
      "\n",
      "1798 thinking of a logo and a small riff for a title sequence ã¾(*â´âï½*)ï¾ themetalgentleman a\n",
      "\n",
      "1799 i'm really about how impoant a has become in the past 2 years.\n",
      "\n",
      "1800 sky repoing live now it was a mob of 500 suspected russians who targetted england fans unbelievable\n",
      "\n",
      "1801 o \" allah \" only you can make me when i am sad. ramadhan\n",
      "\n",
      "1802 so that amazing singer christinagrimmie will never be with us... ripchristinagrimmie ... :( you will be in our heas forever...\n",
      "\n",
      "1803 i didnât ever think iâd feel sorry for neil kinnock, but this morning i do\n",
      "\n",
      "1804 that sucks you haven't gone live in forever face\n",
      "\n",
      "1805 what is wrong with -some- people? ððorlandoshooting\n",
      "\n",
      "1806 grrrr! what do you think you look like when you get super ? what makes you angry? what helps you calm down?...\n",
      "\n",
      "1807 excuse me for being a rash ion all, but a young one was almost killed in the no go zone construction waterdown.\n",
      "\n",
      "1808 time for round 3 â¡ with the bestie bihday\n",
      "\n",
      "1809 i got fired at 19 from a bank for being too bc i seemed stupid. thank god i have a diploma from uofm\n",
      "\n",
      "1810 when i'm tired of crazy, angry people. ð« people crazy yourefired trump2016 tired tweetoftheday cool\n",
      "\n",
      "1811 getting crazy at the costco in calgary...eating poutine! absolutely nothing like bonding with family. day 2.\n",
      "\n",
      "1812 you are a spammer you send spam you really really really spam unwantedemail annoyed stop stop stop!!!!!!!!!!!!!!!!\n",
      "\n",
      "1813 trump's ignorance has clearly trickled down to the rest of the pay\n",
      "\n",
      "1814 we arent champions...im sad:( lose:( so close footballfamily badday\n",
      "\n",
      "1815 the house of glow came tumbling down. ðhistoric riviera hotel and casino demolished in las vegas | fox news |\n",
      "\n",
      "1816 \"green book\" \"sundown towns\", route66 guide a reminder of that faced travellers under us segregation\n",
      "\n",
      "1817 behind the cuain. renderosity daz3d a porait woman haunting gothic\n",
      "\n",
      "1818 why can't noco just be killed off already? annoyingchild hateher getrid nogood hollyoaks\n",
      "\n",
      "1819 fuck dude. with the new shift change at work and a busy week ive barely read 20 pages of anything in the past week\n",
      "\n",
      "1820 fatty elly on fatty hand ð elly fatty henna\n",
      "\n",
      "1821 sighs. need 2 talk 2 someone. bored why me? confused sighs again. :'(\n",
      "\n",
      "1822 an person tends to anticipate other events that might cause them anger.\n",
      "\n",
      "1823 you don't know what you've got till it's gone_how for selfish you-jesuschristempowerstransformation-ask amwritiâ¦\n",
      "\n",
      "1824 killed it out there! now impatiently waiting for florencemachinemtl\n",
      "\n",
      "1825 politics is great in theory but politicians are all self obsessed point scoring children &amp; idiots take their word as gospel = dangerous\n",
      "\n",
      "1826 is it really 3 am if i'm not and hopeless\n",
      "\n",
      "1827 2 sides of reality in toronto a poor black lady mentally unstable asked 4 change &amp; rollsroyce guy told her no\n",
      "\n",
      "1828 didn't realize you're perveed disgusted shameful pedofile neverump\n",
      "\n",
      "1829 scary you're on fire today. to bad it's for this reason. doyou\n",
      "\n",
      "1830 because i've been paying attention for the past year/8 years. he's a â¦\n",
      "\n",
      "1831 empress regnant a distant prospect for japan despite gender equality law feminism equality asia news\n",
      "\n",
      "1832 this is the 4th piece of mangled mail returned to me in a little window envelope this year. stopit\n",
      "\n",
      "1833 i can't sleep broken losemymind\n",
      "\n",
      "1834 . &lt;--- no more feeding at the public trough piggy. michelleobamaâ¦\n",
      "\n",
      "1835 what's wrong in this world?!?!!?? ripchristina ripchristinagrimmie christinagrimmie orlando thevoice shocked\n",
      "\n",
      "1836 more marxist evil jew propoganda! why is it jew controlled media has never and never will cite any non white grouâ¦\n",
      "\n",
      "1837 what has happened to scoobydoo, this make me feel disappointed childhoodruined\n",
      "\n",
      "1838 absolutely disgusted with andover kfc disgusting service , the food was cold and horrible and over cooked, very\n",
      "\n",
      "1839 outlets!! reddragondas recoils 22g pvd black finish!! â¥4,980-(ç¨è¾¼) ãã¼ã followâ¦\n",
      "\n",
      "1840 ive just repurposed this former mustard jar into a beaut little vase ðð¸ð¸ recycle moremustard\n",
      "\n",
      "1841 ffs maybe she's not oblivious maybe she just doesn't give a shit sorryforswearing\n",
      "\n",
      "1842 news voice' singer christinagrimmie shot dead at conce ripchristina\n",
      "\n",
      "1843 not surprised how \"news\" outlets call opposition to race-mix ad . they hate racism, though. i embracâ¦\n",
      "\n",
      "1844 sometimes you will be disappointed when you find out what you really are for some people..... but life goes on... quote friendship\n",
      "\n",
      "1845 over the past 8 yrs despite demagoguery obstruction fearâ¦\n",
      "\n",
      "1846 a list of dark &amp; movies with animals: | horror antagonist villain mood\n",
      "\n",
      "1847 god has yet to let me down, so why not give praise. ð¤ðð¾ sunday! godbless â¤ï¸ðð¾ðð¾âºï¸ðð\n",
      "\n",
      "1848 i'm never good enough for anythingð\n",
      "\n",
      "1849 ð what a waste\n",
      "\n",
      "1850 of all the senseless stupid violence for a senseless stupid reason! orlando loveislove\n",
      "\n",
      "1851 this is whats wrong with america! must step down! prolife orlando\n",
      "\n",
      "1852 ðpathetic, selfish &amp; disrespectful. yet today's kids think this is cool !\n",
      "\n",
      "1853 all i know is, i'm going to get wasted af tonight ð\n",
      "\n",
      "1854 re: your message of hate - god loves all people. is not just about color - it's about hate &amp; you preach hate!\n",
      "\n",
      "1855 &amp; all these la shoys out here fucking for a bill !\n",
      "\n",
      "1856 amazing the worst in history. to watch americathebeautiful be screwed up so bad by pure idiots\n",
      "\n",
      "1857 whoever said long distance/military relationships don't work.. you never really tried.\n",
      "\n",
      "1858 everything wrong with america is embodied by : , misogyny and a hostility to science blacksagainsttrump trump\n",
      "\n",
      "1859 i have not had arby's in like 4 years because it does not exist where i live... the one and only arby's shut down forever ago..\n",
      "\n",
      "1860 â new zealand westpac consumer survey fell from previous 109.6 to 106 in 2q blog silver gold forex\n",
      "\n",
      "1861 green for fp1 baku\n",
      "\n",
      "1862 we watch little tv. horrible that my daughter and i are watching because of hate, terror and intolerance.\n",
      "\n",
      "1863 no more guns. close shops. ban sales. dismantle system. make it hard to take a life. simplistic i know. it is that simple. wtf why\n",
      "\n",
      "1864 did he just use this tragedy to sell chiropractics? like, he was serious? his aura was brown. wtf\n",
      "\n",
      "1865 black trump suppoer smacks down cnn repoer for race baiting trump\n",
      "\n",
      "1866 going to meet littleun's (who isn't quite so little anymore) new teacher in her secondary school ready for next term. nervous sad\n",
      "\n",
      "1867 carl paladino needs to lose his school board seat. what a disgusting pig\n",
      "\n",
      "1868 haven't been on a boat for so long! fathersday\n",
      "\n",
      "1869 scribble polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places loo\n",
      "\n",
      "1870 when you still want to come to work when you're sick because you love what you do newposition ðð¼ðð¼\n",
      "\n",
      "1871 what lies these dt suppoers are spreading. looks like propaganda from the 1930s\n",
      "\n",
      "1872 congrats you idiot just committed ridda. you came defending the hijab and ended up becoming a muad.\n",
      "\n",
      "1873 a sad ghost trying to open a jar of pickles ghost pickles spooky a\n",
      "\n",
      "1874 are you black &amp; feel like the are stomping â¦ you? listen retweet tampa miamiâ¦\n",
      "\n",
      "1875 you've delayed the flight even more now! such a disgusting service you provide. no suppo staff to assist in depaures\n",
      "\n",
      "1876 i do it everyday\n",
      "\n",
      "1877 got the call this today yeah ! now give me that pen we waited to long for this moment! pinchme dreamsdocometrue\n",
      "\n",
      "1878 why's taylor mccaw a cow ?? pls help she is trying to shag me upset upthebum\n",
      "\n",
      "1879 pulsenightclub terror attack is officially the worst mass shooting in us history. is not even lose to how iâm feeling right now\n",
      "\n",
      "1880 these pendilinos make even me feel sick!! argh!! haha. get wifi please mr. branson!! london\n",
      "\n",
      "1881 just order zelda a link to the past.. can't wait to get it and play... oh the memories.. . greatmemories\n",
      "\n",
      "1882 they canceled the disneyland fireworks the day i go :'( i waited all year to see the new show!!! disneyland heabroken disneywhy\n",
      "\n",
      "1883 stay the course! losers never win dinosaurs thefuture belongs to us nofear we will not go back! inferioritycomplex\n",
      "\n",
      "1884 sometimes it just comes down to determination. be determined to achieve, be determined to contribute, and be determined to be .\n",
      "\n",
      "1885 very disappointed. i sprayed it and all it did was tan my legs lies tightsinatin unhappy\n",
      "\n",
      "1886 this is what you get when you request to not communalise! so much anger\n",
      "\n",
      "1887 bored enyone want to cheer me up ð¶\n",
      "\n",
      "1888 not available in canada boo\n",
      "\n",
      "1889 i'll keep my 2yo &amp; 5yo clear of nebulous leftisms like \"diversity\" &amp; \"inclusiveness\" until their crap filter's good. hâ¦\n",
      "\n",
      "1890 it's one of those days again.. monday..missing mom a lot..ð¢ramadan..can't have coffee.. missing tammy heaps..can't see her face live. ð\n",
      "\n",
      "1891 my body is extremely sore. and i'm losing. ð annoyed inpain\n",
      "\n",
      "1892 very sad people with very sad lives, gossiping about people who are fuck all to do with them getalife\n",
      "\n",
      "1893 . holds the fate of the republican pay in his tiny, tiny, tiny, little hands. gop\n",
      "\n",
      "1894 yet another lonely depressed sleepless night ð ð\n",
      "\n",
      "1895 i've noticed a lot of this the past few days, must be an organised thing.\n",
      "\n",
      "1896 a muslim friend of mine told me if his young son ever came out as gay he would never speak to him again shocking\n",
      "\n",
      "1897 it's sad that a comedian can debunk your bs you spew out on cnn regarding guns\n",
      "\n",
      "1898 are those who take life day by day, complain very little, and are thankful for the little things in life ...\n",
      "\n",
      "1899 hbd to this dick suckin tequila lovin slut, i wouldnt want u any other way ðð justalillate butstillontime\n",
      "\n",
      "1900 fantastic till somethink goes wrong and takes a house down ! stupid idea at a bike event it's all about money\n",
      "\n",
      "1901 you need to let it go.. brazilian black goodnight picofthenight foaleza cityâ¦\n",
      "\n",
      "1902 over 12mill arrests/60mill police-civilian encounters per yr in us.shootings,accidents,\"abuse\" extremely rare-thousâ¦\n",
      "\n",
      "1903 the diff is evident!! when will these english players pull up their boxers n say \"were tired of getting bummed!\" euro2016\n",
      "\n",
      "1904 my little nut ball ð catsofinstagram kitten freddie\n",
      "\n",
      "1905 first half done now the real half begins.... on the pileupriddim video shoot\n",
      "\n",
      "1906 the secret to being ramadan ramadankareem quote photo: unsplash\n",
      "\n",
      "1907 tragic and just so\n",
      "\n",
      "1908 went out with friends last night. good music, food, but...wow, this is what the singles scene looks like now? disappointed\n",
      "\n",
      "1909 it's crazy. 4 ppl shot, 16y/o girl dead. some say connected with a vigil for the boys who drowned but not conâ¦\n",
      "\n",
      "1910 sad billboard. iseefaces facehunter facesinplaces face poster adveising londonâ¦\n",
      "\n",
      "1911 huntington attack bull game 3d: do you really think that his head was empty around the city. each side is\n",
      "\n",
      "1912 everyone is going fucking crazy worldsucks hateandviolenceneedstostop\n",
      "\n",
      "1913 yes that's bcuz trump &amp; his surrogates would turn this sad situation into a political motivation 4 his suppoers rip\n",
      "\n",
      "1914 \"can i get a long vodka please?\" ð¸ selfies life friends @ the carrick\n",
      "\n",
      "1915 so all these little pundits running around 5 moves behind he is the new media !\n",
      "\n",
      "1916 that ass ð mark \"earl grey\" loafers whitemarkedition sunday weekend mensfashionâ¦\n",
      "\n",
      "1917 help kids by giving them tools to manage anger parenting ece psych\n",
      "\n",
      "1918 so how bout those gun laws... merica fuckya sarcasm. the land where any crazy fuck can and will take advantage. pathetic orlando\n",
      "\n",
      "1919 statement,doubling down paladino to media:my comments in avoice were not libcrib hate mental\n",
      "\n",
      "1920 libtard- \"i can't believe she hate muslims and suppo trump. how can a black woman do that?\" me \"because i'm not your damn slave!\"\n",
      "\n",
      "1921 bihday arlene, sorry 4 late wishes\n",
      "\n",
      "1922 me when someone's sad and i don't know how to help (help mood )-\n",
      "\n",
      "1923 also when people claim to suppo the lgbt community but laugh about the orlando shooting sickening ð­\n",
      "\n",
      "1924 how can ppl forget hard work of actors and money,blood &amp; sweat? piracydimaadi udtavirus\n",
      "\n",
      "1925 this is crazy\n",
      "\n",
      "1926 jloaka everything about this album sounds so expensive and high class. you can almost hear the $$$\n",
      "\n",
      "1927 oh dear, poor chewie... starwars\n",
      "\n",
      "1928 my face when i saw ramsey gamesofthrones angry hbo hbola\n",
      "\n",
      "1929 eight ways to guarantee you'll be miserable happiness\n",
      "\n",
      "1930 and sorry if we are ethnically cleansing you in east jerusalem or bethlehem, but hey. â¦\n",
      "\n",
      "1931 in addition to a lack of anything meaniingful in western culture to bind people to their communities. angry young men.\n",
      "\n",
      "1932 finished the alcohol i had @ 1:55am because i'm a loser drinking notdrunk whiskey lonely bands emogirl alone depression\n",
      "\n",
      "1933 if i posted a picture of a different fingerpuppet, from my collection, every day...i'd have enough for at least two years. that's just\n",
      "\n",
      "1934 healing love and blessings to all my orlando tribe. such senseless violence. so :( eternal\n",
      "\n",
      "1935 sad little audience. sparse\n",
      "\n",
      "1936 i hate it when my internet friends are on summer break when i'm still at school... fairytail anime nalu\n",
      "\n",
      "1937 my family's horrible attack at thegreenpalmcottage in plettenburgbay westerncape thyini thiza! we want tâ¦\n",
      "\n",
      "1938 i get to watch orange is the new black today !!!! oitnb\n",
      "\n",
      "1939 in my previous job every white person's response to was doing the mannequinchallenge &amp; that's including ceo &amp; mgtâ¦\n",
      "\n",
      "1940 just a little goat\n",
      "\n",
      "1941 creating new material is actually the worst thing to do ever i want to die composition music creativity time sibelius cold tired\n",
      "\n",
      "1942 tory pay = capitalist; labour pay = socialist; green pay = environmentalist; liberal pay = coalitionist; ukip = .\n",
      "\n",
      "1943 one month in and i totally have this dad thing down pat. monkeybum sleepintothejays\n",
      "\n",
      "1944 black or clear? black - clear - earrings flowers\n",
      "\n",
      "1945 \"why are you so far away from me.\" missing badly quotestags quote nofilter quotestags_app\n",
      "\n",
      "1946 find it desperately that a great country like america can achieve so much, yet seems unwilling or unable to solve issue of guncrime.\n",
      "\n",
      "1947 sad pa is some of my guys who have offers have said ceain ones were all for show and no work. lazy&amp;selfish\n",
      "\n",
      "1948 see, the way my self esteem is set up even though i'll be the fat one at the beach today, i still feel really sorry for her...\n",
      "\n",
      "1949 amateur spanking vids against women in the workplace\n",
      "\n",
      "1950 roomie has hit the lowest of the low with terrible communication. didn't tell me the landlord was coming round. waited forever.\n",
      "\n",
      "1951 if you suppo trump, then you too are a racist. sorry, you have to dance with the one that brought you to the dance. neverump\n",
      "\n",
      "1952 like: when i'm searching someone like or like and i get a monkey. that's not cool :(\n",
      "\n",
      "1953 this makes me mad &amp; ð¡ on a afternoon walk &amp; this is what i see ðð¢ animalcruelty animalabuse animalrights\n",
      "\n",
      "1954 let's get money and be boring together baby... â¤ï¸ðð¸ð¼ð instacool beauty love makeupâ¦\n",
      "\n",
      "1955 stupid phone so i spend two wks writin my first song doin the music was just lookin for rite person to sing it an phones lost it all\n",
      "\n",
      "1956 whitepanther19 - na: hot slut xxx porn sexy nude horny kinky snapshot nasty naughty wet y...\n",
      "\n",
      "1957 arianagrandedrawing attack bull game 3d: do you really think that his head was empty around the city. eac\n",
      "\n",
      "1958 very little is needed to make a life -marcus aurelius quotes\n",
      "\n",
      "1959 clearly confident hot girl posts selfie showing skin with caption about how she looks like shit fishing for compliments ð£ pathetic\n",
      "\n",
      "1960 another beautiful creature loses its life for doing what a wild animal does :( mountainlion shameful\n",
      "\n",
      "1961 lame duck and lame dick\n",
      "\n",
      "1962 all-inclusive holidays are fab and we've had a lovely time, but i can't wait for decent wine and telly - i'm such a pathetic homebody\n",
      "\n",
      "1963 at the base of ben nevis and scared!!! marcdanielstogether\n",
      "\n",
      "1964 teen girl killed, 3 others injured in downtown oakland shooting. guns mentalillness gangs ð¨ð¦ð¨ð¦ð¨ð¦ is orlando\n",
      "\n",
      "1965 â eur/gbp erases recovery gains to 0.7840, trading flat around 0.7800 blog silver gold forex\n",
      "\n",
      "1966 oh gosh. this freaking killed me&gt;&gt; not president\n",
      "\n",
      "1967 it's worse. dodgeball you be playing with strangers. this trip, they all know each other. rhony\n",
      "\n",
      "1968 just followed a drunk to his car, watched him get in and immediately wreck, called cops and he's off to jail. dui donteventryit madd\n",
      "\n",
      "1969 people use tragedy like this to fuel their hate agenda towards entire groups of people and that's the opposite of helpful\n",
      "\n",
      "1970 thinks it's how many of the orlando victims were young people :(\n",
      "\n",
      "1971 ariellesloth - na: kinky horny young naughty nude porn shy sexy nasty xxx hot slut snapshot wet\n",
      "\n",
      "1972 the white flight of derek black kkk trump change\n",
      "\n",
      "1973 boring saturday summer rain candles all_sunsets selfies holiday sun pay girls glasses fun instagood baby trees b...\n",
      "\n",
      "1974 my little cousin that is a 1st grader has more game than you !!\n",
      "\n",
      "1975 last summer all my friends went on holiday and i was stuck at home broken. this year i'm going back to disney ðâï¸ð¢\n",
      "\n",
      "1976 get off late, wake up early. i'm going to be delirious!\n",
      "\n",
      "1977 i don't understand why some people can be so stupid!! if you ask me that's illness...that people should be in prison!!!\n",
      "\n",
      "1978 missing on a weekend will hit the screens on 1st july'16!! staytuned missingonaweekend goa comingsoon\n",
      "\n",
      "1979 the voice christina passing. such sad people in the world to shot others for what reason?\n",
      "\n",
      "1980 knowing there's a reason behind making money makes it a lot easier to be at work. movingoutwithmylove cantwait\n",
      "\n",
      "1981 this breaks my hea for vicky! hu &amp; lied to again! sick of it, if he lied there just r no word's at all ð\n",
      "\n",
      "1982 cotd polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looking\n",
      "\n",
      "1983 i want to put her in a basket. â¤ baby babysitting silly 6thcousin dominicanfamily\n",
      "\n",
      "1984 friday treat! ó¾° jamdoughtnut naughty naughtybutnice tfifriday foodgloriousfood dreadedmonkey ó¾µ\n",
      "\n",
      "1985 physically exhausted but i made it! one step closer to the finish line! 36weeks 9thmonth nervous\n",
      "\n",
      "1986 so green is suspended bc lebron decided to walk over him as he was getting up an so happen to get hit in his shit? then wanna complain?\n",
      "\n",
      "1987 country music has taken a serious dump into the clapper countrymusic\n",
      "\n",
      "1988 round 3 of the destiny f****ery let's get the raids going for the viewers! supposmallstreams nâ¦\n",
      "\n",
      "1989 so of assumed would have a deep yinzer accent. apparently not.\n",
      "\n",
      "1990 whats sad is the fact that we pay the people teacher our kids so little\n",
      "\n",
      "1991 i hate my life\n",
      "\n",
      "1992 not surprised how \"news\" outlets call opposition to race-mix ad . they hate racism, though. i embrace it. ad is sickening-\n",
      "\n",
      "1993 if you're and you know it, you're one of a very small minority of people and everybody else is jealous. so clap hands\n",
      "\n",
      "1994 they are adopting the worst traits of america. rip\n",
      "\n",
      "1995 gone too soon ...cut down in the prime of your career ripchristinagrimmie\n",
      "\n",
      "1996 igersbnw attack bull game 3d: do you really think that his head was empty around the city. each side is s\n",
      "\n",
      "1997 angry in melbourne street melbourne streetphoto blackandwhite roaming lifesucks\n",
      "\n",
      "1998 because everyone' a victim. it's always someone else's fault\n",
      "\n",
      "1999 angry cat hates selfies cat hate selfie\n",
      "\n",
      "2000 â italy industrial output w.d.a (yoy) increased to 1.8% in april from previous 0.5% blog silver gold fâ¦\n",
      "\n",
      "2001 the little pink pocket of dreams caught mid-air jump midair holiday summer blueskyâ¦\n",
      "\n",
      "2002 human is the worst species for the eah ever mad disappointed thailand\n",
      "\n",
      "2003 just launched! new paranormal mystery &amp; detective medical thriller! haunted from within. scary.\n",
      "\n",
      "2004 so fed up with my internet. it's been on and off for days now your closed i have no internet what so ever.\n",
      "\n",
      "2005 breaking breakingnews actor tim allen found dead in home. riptimallen this is so . homeimprovement tv\n",
      "\n",
      "2006 black and white â«âª ðâºðâ\n",
      "\n",
      "2007 worlds age old, colourful cultures ...r being replaced by d \" drab, culture less colourless newage islam\". ..\n",
      "\n",
      "2008 the acronym halt is used to describe states of being you should avoid: hungry, , lonely, tired. mentalhealth\n",
      "\n",
      "2009 feeling broke? ? seriously woh a read - america needs a raise and we can get one via\n",
      "\n",
      "2010 they said the other 53 critically injured are bad so they need people to donate blood locally.\n",
      "\n",
      "2011 imm sow sad because my cellphone is lowbat :(\n",
      "\n",
      "2012 his only thoughts are money hungry&amp; self-serving &amp; appears incapable of anything broader than that. silly trump\n",
      "\n",
      "2013 maybe it was too much to ask for him to not shatter my already broken hea.. and lonely\n",
      "\n",
      "2014 chicken breast with homemade bbq sauce, and sauteed garlic spinach.\n",
      "\n",
      "2015 daria bihday havingfun livelife girlfriends nightout beauty divas @ gallow green\n",
      "\n",
      "2016 this makes me mad &amp; ð¡ on a afternoon walk &amp; this is what i see ðð¢ animalcruelty animalabuse animalrights httâ¦\n",
      "\n",
      "2017 sign that i checked a bag at iah. every. single. time.\n",
      "\n",
      "2018 inked polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "2019 - you're not romantic. pain is somehow less of a life. disability meaningless. we are alive. we are . we are whole.\n",
      "\n",
      "2020 if you're a black woman dating a racist white man it isn't your job to teach him how to not be racist and it won't work either.\n",
      "\n",
      "2021 it's hard to be both and stuck at the same time. what needs to change for you to be happier?\n",
      "\n",
      "2022 geeze! least he finished newest film first.\n",
      "\n",
      "2023 bubbles! bubbles pink\n",
      "\n",
      "2024 probably to be replaced by ugly, badly built shoebox apaments by greedy developers\n",
      "\n",
      "2025 so sick of all the pre-programmed hillbots rhetoric! enough, already!! how about unity, patriotism and love for feâ¦\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2026 lazy day at the beach mood beach sun summer nj seasideâ¦\n",
      "\n",
      "2027 white girl has sex with black guy nude newzeeland porns\n",
      "\n",
      "2028 yeah our politicians say that every sunday aswith others round the world, n root us all the rest of the week\n",
      "\n",
      "2029 \"work hard\" is bad advice! quick success = inspiration &amp; ez path. get &amp; get lucky! this works loa\n",
      "\n",
      "2030 how could you all ever lose your faith in me.... pain mistrust relationship outcast twitter life love friendship cruel\n",
      "\n",
      "2031 \" depression: a serious medical condition in which a person feels very \" merriam-webster dictionary mood psychologicaldisorder\n",
      "\n",
      "2032 r u a foodaholic? bt r unable 2 cherish yummy food coz of toothaches? dnt b whn u r hungry! drmitali\n",
      "\n",
      "2033 pulsenightclub terror attack is officially the worst mass shooting in us history. is not even lose to how iâm fâ¦\n",
      "\n",
      "2034 awe! blowfly is dead. i just found out.\n",
      "\n",
      "2035 donât react to anger, respond to it! conflict relationships\n",
      "\n",
      "2036 porn videos iran fucking girles\n",
      "\n",
      "2037 thoughts and prayers are out with everyone who lives in orlando and central florida tragic\n",
      "\n",
      "2038 yes shave ur moustache but not clean shave ð xcited to meet yuh pah ðð 3days to go pahinnepal ð\n",
      "\n",
      "2039 fucking bangerz! ð¼ð 10 2014 bangerztour bangerz miley mileycyrus feels smileâ¦\n",
      "\n",
      "2040 so much stupid in these black on white posts\n",
      "\n",
      "2041 black girl porn teen virgin sex pictures\n",
      "\n",
      "2042 behind the scene getting ready graduation caps gowns children staff\n",
      "\n",
      "2043 polling shows straight divide. poorly educated trump voters want to leave eu, but have no clue why.\n",
      "\n",
      "2044 it's funny cause i'd forgotten all about the gold ones, don't even remember buying them. i've worn them at least twice\n",
      "\n",
      "2045 i don't respond well to compliments and this is why. quotes latenights ness crying\n",
      "\n",
      "2046 coming from an ultra pos like surprise surprise maga usa at least they can play golf ðºð¸\n",
      "\n",
      "2047 just heard about annie guilbe :( so sad! my hea breaks with such a loss.. :( annie thenanny ð\n",
      "\n",
      "2048 sad man drawing sketching characterdesign nerd geek friday flowers dead caoonsâ¦\n",
      "\n",
      "2049 omg, these trump suppoers are deplorable! dumptrump notmypresident deplorable\n",
      "\n",
      "2050 dementeddonny suppoers are and not real bright.\n",
      "\n",
      "2051 gentlepassion4u - na: naughty shy slut nude sexy hot porn horny kinky nasty snapshot wet ...\n",
      "\n",
      "2052 you should take action against your filthy plantation location manager. what a disgraceful pos! boycott\n",
      "\n",
      "2053 am i not famous enough\n",
      "\n",
      "2054 whenever im and something goes wrong:\n",
      "\n",
      "2055 got netflix this month just to watch orange is the new black! season4\n",
      "\n",
      "2056 subject breaking star trek actor anton yelchin dies in car crash at age 27:\n",
      "\n",
      "2057 white girl has sex with black guy sexest women nude\n",
      "\n",
      "2058 my pussy is all wet -\n",
      "\n",
      "2059 i'm alone... :( whereareyou (at [pic] â\n",
      "\n",
      "2060 to be pa of a green community getconnected2016\n",
      "\n",
      "2061 year 1 are powering down to flamingo land\n",
      "\n",
      "2062 petal polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "2063 mccain is sounding more-n-more like palin and trump than the other way around.\n",
      "\n",
      "2064 nude female movies rachel bilson nude fake\n",
      "\n",
      "2065 ultimately. we're all alone. depressed depression depressing broadchurch d... (vine by\n",
      "\n",
      "2066 it's no surprise that trump's chosen administration is a mere basket of racists. though, hillary is a liar butâ¦\n",
      "\n",
      "2067 â united states net long-term tic flows: $-79.6b (april) vs previous $78.1b blog silver gold forex\n",
      "\n",
      "2068 what is nbc doing retweeting drudge? remember when you were a real news outlet for serious people?\n",
      "\n",
      "2069 dinner rainydinner wet. sushi datenight (@ asian fin) on yelp\n",
      "\n",
      "2070 the average total views for was 7.05 million. why the fuck did you can it?thats 10.27 million people disappointed.\n",
      "\n",
      "2071 got an ipad / iphone? &gt; list of free games inc bad biggies (pigs from birds) at apple &gt;&gt; hukd\n",
      "\n",
      "2072 sunday funday meal: sushi and pho. then back to the goal grind. i don't feel guilty about this weekend. i toure my body.\n",
      "\n",
      "2073 worst thing is no videos available for this innings\n",
      "\n",
      "2074 agreed, if you study the history of the united states, we always put others down that are different than the status quo\n",
      "\n",
      "2075 willy was picking on me all night and all morning. so mean! he bites too hard in the wrassling game. mean ow\n",
      "\n",
      "2076 anyone else have that one family member (related through marriage) that thrives off back stabbing your actual family?? grrr ikeelu\n",
      "\n",
      "2077 gandu bollywood cutiyapa gali swearing idiot bird pagal india... (vine by\n",
      "\n",
      "2078 sad how muslims eat during the ramadaan.. noshame\n",
      "\n",
      "2079 when you fail to buy an apament because you had to pay an unanimous bill pissedoff â¦\n",
      "\n",
      "2080 little peeker. what monitorlizard\n",
      "\n",
      "2081 mcds , dq, and little ceasars because mex lost ð«ð¢ depressed\n",
      "\n",
      "2082 and i'm counting down ðð its 6 days till summer, since i shot this photo yesterday ðð _x_ cantwait\n",
      "\n",
      "2083 man knows ur dream, an tries to ruin it.\n",
      "\n",
      "2084 literally at the bar by myself to watch the end of the finals game game7 lebron\n",
      "\n",
      "2085 i am not ready to leave minneapolis tomorrow. minnesota minneapolis\n",
      "\n",
      "2086 funnyvideos attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "2087 ð toptags top.tags nothappy cry crying tears instasad ness depressed aloneâ¦\n",
      "\n",
      "2088 mixing some business and pleasure at the reds game . sad to see a colleague go back home to india â¦\n",
      "\n",
      "2089 what is wrong with these guys!!?? this is supposed to be an occasion for everyone to enjoy.\n",
      "\n",
      "2090 tragic time4change timeforasaferamericaforall prayfororlando&amp;pulsevictims prayersforchristinagrimmiefamily\n",
      "\n",
      "2091 just finish my bottle of codeine ð i'm sad, i need to have surgery again so i can get a new one ð­ð­ lastlean ijustâ¦\n",
      "\n",
      "2092 so scary breaks my hea when will this darkness end.\n",
      "\n",
      "2093 people who hate you are either seeing you as a threat, wanting to be you or hate themselves...\n",
      "\n",
      "2094 beach, packing, beach, packing, moving, beach, unpacking, beach. that's my next few days in nutshell. awesomeweather\n",
      "\n",
      "2095 it is very difficult to tell the truth. [lev nokolaievich tolstoy] quotes news follow followme like\n",
      "\n",
      "2096 obama, guns are bad, hate is bad, but still not a word about islamicterrorism you'll never defeat an enemy you refuse to identify\n",
      "\n",
      "2097 it's pretty sad when a group of people get killed and there are people who feel no sympathy for them because they're gay?\n",
      "\n",
      "2098 well here i am...just waiting...all alone... lonely writing amwriting scifi novel author\n",
      "\n",
      "2099 you are disgusting and you need to be released into the wild and die of mad cow disease.\n",
      "\n",
      "2100 to see bear in total deprivation terrible psychological condition prison how can people feel its acceptable!\n",
      "\n",
      "2101 y6 llangrannog residential - arrive at school at usual time, put all luggage in the school hall. bus will leave approx. 10 am !\n",
      "\n",
      "2102 the man(raghuramrajan) who led the one eyed king in land of blind does not seek second term .\n",
      "\n",
      "2103 is it a bad sign when your friend hits u in the head with a rounders bat? inpain\n",
      "\n",
      "2104 clash royal challenge hardly defense baseð­ play nowð²\n",
      "\n",
      "2105 always wanted to give blood, but apparently it was hard to persuade it to leave my veins + i felt faint and wimpy!\n",
      "\n",
      "2106 yeah i can't wait either!!! impatient\n",
      "\n",
      "2107 y'all hate this dude so much that you to blind to see that you're witnessing greatness\n",
      "\n",
      "2108 straight white men are viciously under attack. they are often the real victims.\n",
      "\n",
      "2109 now playing : philip wesley - \" the unknown\" on music song\n",
      "\n",
      "2110 give a man health and a course to steer, and he'll never stop to trouble about whether he's or not. - george bernard shaw\n",
      "\n",
      "2111 seriously cannot wait...!! xxx\n",
      "\n",
      "2112 my bbe boy i hate waithing too, when i'll meet you ):\n",
      "\n",
      "2113 thanks to you the next four years are forecasted to be the worst. i hope your fascist plans for 2017fail!\n",
      "\n",
      "2114 there are no words that describe how i feel sad i can't be there\n",
      "\n",
      "2115 the funny thing is that rwnj base believes his crap. then again not funny.\n",
      "\n",
      "2116 crazy day with internet connection problems....\n",
      "\n",
      "2117 psycho xx . psycho insane crazy happy rad stumble pain worry s suicidal fuckmeâ¦\n",
      "\n",
      "2118 are you black &amp; feel like the are â¦on you? listen retweet tampa miami newyorkâ¦\n",
      "\n",
      "2119 so sad you have to make excuses for him\n",
      "\n",
      "2120 xbox one sad news?? video xbox one news australia hotvideo videos\n",
      "\n",
      "2121 the fosters coming back 6/20/2016 just a day and a half left thefosters\n",
      "\n",
      "2122 i am disgusted watching defend her career &amp; intelligence to so informing the future gen is laughable? ..\n",
      "\n",
      "2123 becoming ugly mt patriarchy feminist feminism\n",
      "\n",
      "2124 only black members can make kita zen\n",
      "\n",
      "2125 why just 5 seasons :'( i want moreeee like 5000 tatianaismybae whatsupwithcophine\n",
      "\n",
      "2126 i have to give it to the repoers that repo these tragic events and don't break down on camera orlando shootings alligator\n",
      "\n",
      "2127 sad times my computer has just decided to fry on me so now i have to send it back :( supposmallstreams twitchfinest gamersunite\n",
      "\n",
      "2128 iâm an introve person, i talk little, and like to be alone.â-so ji-sub ìì§ì­day cr:junnieuyendong httâ¦\n",
      "\n",
      "2129 now playing : philip wesley - \" leaving the darkness behind\" on music song\n",
      "\n",
      "2130 we don't appreciate negative vibes around here move along upsetale quote motivation\n",
      "\n",
      "2131 now with your guy bailing after meeting with the doj, that tells us indictment is unlikely. â¦\n",
      "\n",
      "2132 make smokejerky of these 53% sodom&amp;gomorrah obama governmentassistance lazy azzes. not all, but there's work\n",
      "\n",
      "2133 this is very sad ð¥ð¥\n",
      "\n",
      "2134 ripchristinagrimmie it is sad that people are so sick to do these things in our world. prayer for her family and fans. fan\n",
      "\n",
      "2135 friday me: can you call me this weekend? friday him: i'll try thursday me after no call or text: :-( reasonstokillmyself pathetic\n",
      "\n",
      "2136 who's going to the dead and company conce tonight?! deadandco\n",
      "\n",
      "2137 musica polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "2138 inside the bitter last days of bernie's revolution trump like msnbc cann fox thinskinned smh uniteblue\n",
      "\n",
      "2139 i had a dream about you and i don't know if it was bad... || love ex\n",
      "\n",
      "2140 hubby is always , slamming doors, yelling and stomping his feet. i don't want my kids to walk on eggshells. sadly they already do.\n",
      "\n",
      "2141 new trending gif on , mad, adventure time, finn, finn the human\n",
      "\n",
      "2142 this is a must win series for the tigers and ausmus decides to play the worst lineup possible\n",
      "\n",
      "2143 :-( depressed depressededit suicidal notokay selfharming (vine by\n",
      "\n",
      "2144 fucking nude nerd girls naked\n",
      "\n",
      "2145 it's bad enough not being able to see braydon for weeks at a time, but staing tomorrow i can't even communicate with him for 3 days.\n",
      "\n",
      "2146 some of yall say you're in your relationship but will tweet shit like \"i want a girl/guy to do this &amp; that for me.\n",
      "\n",
      "2147 fucking outrageous anybody could use such a tragic situation to gain browny points. so so sad &amp; she had 2 young children.\n",
      "\n",
      "2148 adl = hate the raison d'etre of the adl has always been to incite as a means to usher in jewworldorder tyranny.â¦\n",
      "\n",
      "2149 yeah u need to carry a gun if in orlando. its not safe in the inner city...\n",
      "\n",
      "2150 . you are a disgusting wohless pig of a human being...assuming you are human. go play in traffic.\n",
      "\n",
      "2151 $21.99-mmk by dasein round collection sunglasses wednesday\n",
      "\n",
      "2152 this is insane if that many russian athletes were using meldonium. 6 months seems right to me. career over.\n",
      "\n",
      "2153 we might be going to hell, but we're not surprised at versace\n",
      "\n",
      "2154 gun control won't do much. sick people will always find a way!!!\n",
      "\n",
      "2155 katie hopkins: why wonât the left admit the truth about islam? islam political jealous hate\n",
      "\n",
      "2156 not happy about canadiannationalanthem wtf there are more impoant things to deal with on a daily basis wow just like elbowgate\n",
      "\n",
      "2157 i'm inane :( .. i'm not excited on our recognition and graduation day :( melancholic pain\n",
      "\n",
      "2158 the 4 secret ingredients for a truly life\n",
      "\n",
      "2159 your comment = â¬ 5,- donation for tefugeeswelcome â¤ sucks\n",
      "\n",
      "2160 i'm constantly let down by the lack of fat male role models, especially in emojis.\n",
      "\n",
      "2161 sabes que? down too &amp; you're selling a lowiq baboso weakass l7 chimpo stereotype to americans\n",
      "\n",
      "2162 sad news are thoughts are with jocox family news parliament mp labourpay nottingham\n",
      "\n",
      "2163 not uncommon for that area policed that area for many years homicides,shootings, etc... very common.... unfounate\n",
      "\n",
      "2164 just got through graduation last night... off to work and endless hours of free-time a studies!\n",
      "\n",
      "2165 goat basic round button keychain\n",
      "\n",
      "2166 late night sessions on the 24th! slap it in your filofax! hour pay\n",
      "\n",
      "2167 nothing would be more dangerous than to give putinschoice the impression we accept stopracism boycott?â¦\n",
      "\n",
      "2168 lost my prada sunglasses ð­..... mad expensive gone\n",
      "\n",
      "2169 you will pass this to get to this.. miss little boutique bihday workshops in newry co.down sew yourself\n",
      "\n",
      "2170 rude staff at rewari zeevali bazar branch. want to transfer shares from cdsl to nsdl. no suppo. fraud icici\n",
      "\n",
      "2171 study history, a gop president spawned isis. fearing you'll be booted, you're desperate; you play thâ¦\n",
      "\n",
      "2172 im crying im so triggered\n",
      "\n",
      "2173 holy shit trump, 1 person cheering! o n e!!! ...not all of new jersey like you lied about!!!â¦\n",
      "\n",
      "2174 being that you are a journalist people assume you have done your due diligence. food for thought. marketwatch lazy\n",
      "\n",
      "2175 the things some people do just for likes followers or 's show how dead they're lives are off the internet\n",
      "\n",
      "2176 hatred towards other human beings, for choices in their lives that do not impact your life at all. whatever the excuse, it's hate.\n",
      "\n",
      "2177 stop...can't handle their drink or the heat along with bad manners and racism in a volatile city...\n",
      "\n",
      "2178 desperate to put a political spin on the murder of jo cox. the man was mentally ill, so truth won't make good news.\n",
      "\n",
      "2179 are you showing the england wales game on your roof terrace this afternoon? gotoffwork engwal\n",
      "\n",
      "2180 do you knowwwwww how long it took me to remember this damn password ð\n",
      "\n",
      "2181 finally got my copy of the city of mirrors! yay long time coming! book thecityofmirrors\n",
      "\n",
      "2182 i can not see you l'm feel sad jai\n",
      "\n",
      "2183 *note* a story will get you sympathy but a hard grind_ will get you results so grindâ¦\n",
      "\n",
      "2184 horrible tragic blessthem and their families...\n",
      "\n",
      "2185 dress that i wore last year on my graduation day fits tight now phat\n",
      "\n",
      "2186 thanks for exposing another dark &amp; ugly side of punjab. i hope bjp will shed denial mode &amp; act\n",
      "\n",
      "2187 - you have to ask why &amp; how did this sta! it's like we've all been transpoed back to the 70's! :-(\n",
      "\n",
      "2188 or sad, i celebrate. my choice. transform sadness into bliss hellospirituality fridayfeeling\n",
      "\n",
      "2189 time to sad ð· time ksavage cloudy lit\n",
      "\n",
      "2190 while other people traveling and going to conces i sit at home and quite crying.bed home\n",
      "\n",
      "2191 only a single word is required to waste everything wha actually she did -_-\n",
      "\n",
      "2192 a bird has fallen down my chimney and is trapped and there is nothing i can do to get it out! birds rspb\n",
      "\n",
      "2193 the incline by the tink...these bottles are so old, they're faded. nice dead grass, too. looking. :-(\n",
      "\n",
      "2194 christina grimmie of 'voice' fame shot dead after conce (from\n",
      "\n",
      "2195 i don't depend on people anymore because i'm tired of being disappointed.nomakeupmorningwakeupclick smile ð httâ¦\n",
      "\n",
      "2196 davey trump dosnt want congratulations for fighting hunger to watch the game but he'll take it\n",
      "\n",
      "2197 lornell gone ft me with my shi on that's been missing\n",
      "\n",
      "2198 white people, black people, brown people good &amp; evil is not a color! race blog\n",
      "\n",
      "2199 i know one thing that i have not written to i still do not understand .... sad ã ã  lovebts bts ððð\n",
      "\n",
      "2200 why did you omit his previous 2 tweets that had plenty of empathy? you too are a sleeze not to mention a liar.\n",
      "\n",
      "2201 sterling is making me so angry! sterling. ohhh and fuck you you nobody!\n",
      "\n",
      "2202 it's sad to see can't even upload photo's on instagram of her kids without people writing negative stuff.. ð\n",
      "\n",
      "2203 the little things in life mom daughter\n",
      "\n",
      "2204 clearwater polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places l\n",
      "\n",
      "2205 i got an interview!! it's at a high school. confused teachersinjune\n",
      "\n",
      "2206 10 things to buy if you are an angry birdsï¿½ fan birds shoes sticker shis\n",
      "\n",
      "2207 payintheusa polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "2208 sorry, not good enough &amp; not acceptable! most ludicrous end to an event ever! disappointed letleeâ¦\n",
      "\n",
      "2209 when ppl try to find out how i look laughing confused gamergirl cryingonmybeauty f4f myreaction\n",
      "\n",
      "2210 when yo brother is a rapist and you post his bail... shady look in a mirror bitch\n",
      "\n",
      "2211 just few hours left your bihday.. hbddave\n",
      "\n",
      "2212 quotesilove polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places\n",
      "\n",
      "2213 why are ps4 clients being told about go4r6 when were clearly not valued enough as customers for small tournaments!\n",
      "\n",
      "2214 because this pictures is so real ð at least we didn't forget to take one. homeownersâ¦\n",
      "\n",
      "2215 my cat came back after two weeks! she so thin. i can feel her bones through the skin... cats myfavorite\n",
      "\n",
      "2216 ja eish - some ppl have this blind spot of not knowing which fights not to get into!â¦\n",
      "\n",
      "2217 waiting for my little boy to be born! nervous baby\n",
      "\n",
      "2218 what an awful day on twitter. crazies on both ends of the political spectrum are spewing their nonsense. never mind the horrific act.\n",
      "\n",
      "2219 inked polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "2220 feel rage of angry blue shark gplay : hungry shark games android texas tech\n",
      "\n",
      "2221 udtapunjab' row - shameful that amarinder promoting a 'vulgar, indecent and abusive' film:\n",
      "\n",
      "2222 pugs probably hate me....\n",
      "\n",
      "2223 mediamisogyny, russian interference, crosschecking/voter suppression &amp; outdated system doesn't reflect usâ¦\n",
      "\n",
      "2224 ordered salad with olives as displayed on the website and got green peas instead. cheating\n",
      "\n",
      "2225 a few changes to chapter 4 from the beta-reader &amp; we totally nailed the outline of book 2. now. amwriting amediting firstnovel\n",
      "\n",
      "2226 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "2227 a friend just told me she's afraid to go to dc rally &amp; be attacked by berniebros or the racists cuz she's not white.\n",
      "\n",
      "2228 tyruswong bambi aist thwaed by didnt want his children 'constrained by lines laid down by others'\n",
      "\n",
      "2229 because they r little babies running home to mommy. fascist little babies.\n",
      "\n",
      "2230 gutted that i wont b seeing my beauties &amp; 2night due to being called into work ðª\n",
      "\n",
      "2231 there are a lot of people that think i am a complete idiot, which may be true, but i am over it. thankful\n",
      "\n",
      "2232 lessismore polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places l\n",
      "\n",
      "2233 so sad. praying for all the victims and their families in orlando. senseless acts of terror. orlandoshooting orlandonightclub\n",
      "\n",
      "2234 \"vandals turned a jewish family's menorah into a swastika\" antisemitism hate\n",
      "\n",
      "2235 the journey can't wait for it, i've wanted something like this in fifa for a long time and now it's happening ð\n",
      "\n",
      "2236 this is so sad..for a young person period to not comprehend the racism that donald trump represents is terrible.\n",
      "\n",
      "2237 and how could you possibly imagine ejecting from a nbafinals game. suspend then eject\n",
      "\n",
      "2238 darksouls3 is bringing out the raging at stupidity pa of me, that's not good because i'm at my own stupidity.\n",
      "\n",
      "2239 nothing would be more dangerous than to give putinschoice the impression we accept stopracism boycott?â¦\n",
      "\n",
      "2240 we really are. lmaoo we are obviously related haha. i just wonder how we came out so stupid sometimes though.â¦\n",
      "\n",
      "2241 craving for icecreams :( where should i go? craving icecream bored\n",
      "\n",
      "2242 i don't appreciate being \"randomly\" selected by tsa at the airpo this morning. surly is because i was profiled.\n",
      "\n",
      "2243 the worst day of my life alone broken\n",
      "\n",
      "2244 don't let the door hit you on your way out. sorry ass mofo. youdisgustme kickrocks don't come back your white dumbass\n",
      "\n",
      "2245 its not ok ð¢ððð notok blue\n",
      "\n",
      "2246 disney gator attack: 2-year-old boy found dead\n",
      "\n",
      "2247 my order looks to rough to give as a gift anymore! not happyð¡ why is the label peeling off????\n",
      "\n",
      "2248 sad sad sad.....no words...ripchristina youtuber prayforchristina a truth aist.....\n",
      "\n",
      "2249 finally watching conjuring 2ð½ð»movie conjuring2 scary nervous fun\n",
      "\n",
      "2250 \"nearly everyday, i feel empty or sad. on some days, i'm okay; not happy, not sad. just okay.â happy confused\n",
      "\n",
      "2251 avoid nuclear meatloaf and other marriage catastrophes. relationships newlywedprobz\n",
      "\n",
      "2252 imnotokayproject day 235 i'm not okay today. orlandoshooting\n",
      "\n",
      "2253 jeffrey lord has gone down the rabbit hole. defending the indefensible. reagan is rolling in his grave.\n",
      "\n",
      "2254 if you get us into a war, you better send your boys uday &amp; qusay first! you're an idiot and a fool! sad! traitor\n",
      "\n",
      "2255 a darkday americas worst mass shooting in history 50 dead 53 injured. horrific, tragic. so heabroken\n",
      "\n",
      "2256 anyone who thinks machado is a hero is a clueless idiot...a disturbing take that i hope and pray no kid ever takes to hea\n",
      "\n",
      "2257 he was too afraid to stand up to the nra enough\n",
      "\n",
      "2258 finally you have answered and i am saddened today is a dark day for hope has died defiance\n",
      "\n",
      "2259 solid indian contingent this year, and . 2016 india golf spos\n",
      "\n",
      "2260 must be said: trump voters are guilty of normalizing . which is a form of racism. morality is a not a moveable feaâ¦\n",
      "\n",
      "2261 epic fail 360\n",
      "\n",
      "2262 prison officers goaded muslim inmates until they needed to be restrained as pa of a game\n",
      "\n",
      "2263 after tonight, no more basketball or football.\n",
      "\n",
      "2264 michaeljace actor on theshield committed a horrific act. may god help his family. what a terrible legacy ...\n",
      "\n",
      "2265 it's not happy people who are thankful. it's thankful people who are .\n",
      "\n",
      "2266 the conjuring pa 2 ð« theconjuring2 horor movie xx1 jakaa nonton scary\n",
      "\n",
      "2267 staff hard at work preparing for their 25th bihday pay! bihday\n",
      "\n",
      "2268 udta punjab censor board leaked downloaded going to watch nocuts full uncut movie\n",
      "\n",
      "2269 black hair comes in different styles â in slavery, colonialism and in policing. colonialism slavery tie\n",
      "\n",
      "2270 your stupid word software is 100% up to date, yet refuses to save to my macbook and just deleted an entire day of urgent work\n",
      "\n",
      "2271 the outcome via and disappointing don't care about animalwelfare animalrights timeforchange\n",
      "\n",
      "2272 not acquainted with punjabi culture, kejriwal trying to lure punjabis:\n",
      "\n",
      "2273 ramadan kareem .may allah bless u . miss u emir madly .stay blessed.ð\n",
      "\n",
      "2274 one feel deceived, hu, angry, sad, numb and even violated. whywomencheat\n",
      "\n",
      "2275 (standard american diet) is really sad! facing the truth is even sadder...\n",
      "\n",
      "2276 we didnt do well yesterday :( but theres always wednesday! euro2016 ; monkeyboygamer\n",
      "\n",
      "2277 my evil wishðlnic lnicjustanevilbday bihday suit evil love yolo magic doitfohevine sto...\n",
      "\n",
      "2278 quotestags_app depressed feelings quote broken quote quotestags @ pasig, philippines\n",
      "\n",
      "2279 daysydoll - na: naughty nude young horny nasty hot shy snapshot sexy porn kinky slut wet xxx\n",
      "\n",
      "2280 ha ha! it's pathetic! remain just don't get it do they? brits don't like to be bullied or blackmailed!\n",
      "\n",
      "2281 ripchristinagrimmie condolences to the family.. another victim to viral gunviolence ... news to sta my day\n",
      "\n",
      "2282 to join the ps4 bandwagon would just cost way too much $$ stupid exclusives, wish they'd just do away with them from all paies\n",
      "\n",
      "2283 omg! so hea breaking... my prayers go out to this family; god bless...ðð¾â¤ï¸ð hate hatekills senselesskilling\n",
      "\n",
      "2284 trouble! ð goodtimes saturday weekend goodtimeswithgoodpeople food foodies burgers â¦\n",
      "\n",
      "2285 i'm fucking micronesian &amp; this shit has me weak. i don't know any micro athletes. ðªðððð\n",
      "\n",
      "2286 saw a vid where some dude spoke arabic on his cell on delta &amp; got thrown off, these 2 idiots are screamingâ¦\n",
      "\n",
      "2287 just bought this from your anlaby store. box is bone dry but smashed bottles in it? and adveised at â£9, receipt says â£12\n",
      "\n",
      "2288 you need to really stfu and stop thinking everything i tweet is about you fr your fucking annoyingð¡\n",
      "\n",
      "2289 hope i made the guy behind me morning by paying for his coffee gooddeeds friday\n",
      "\n",
      "2290 the players i admire were able to set aside their differences to promote iptl but not for country disappointed\n",
      "\n",
      "2291 we really are. lmaoo we are obviously related haha. i just wonder how we came out so stupid sometimes though. ð\n",
      "\n",
      "2292 collectors corner: angry birds\n",
      "\n",
      "2293 thatgame last night was too look atwwe monday night raw wasbetter than that game\n",
      "\n",
      "2294 proper missing my dog ð¢\n",
      "\n",
      "2295 this is where it happened ð pray disney tragic @ disney's grand floridian reso &amp; spa\n",
      "\n",
      "2296 scratch my last tweet, jo, sorry. someone had \"borrowed\" two boxes without telling me. we have the full complement!\n",
      "\n",
      "2297 check we few is a drug-addled survival game set in a creepy alternate 1960s socialmedia ...\n",
      "\n",
      "2298 befä±re the wedding vs after the wedding ðð before after tired finished nightnightâ¦\n",
      "\n",
      "2299 operation 365 2 - jefferson jay - covers - 178 \"bob ross remixed\" bobross remix little clouds\n",
      "\n",
      "2300 shocked &amp; 2 hear tragic news about she was an amazing singer from ripchristina ripchristinagrimmie\n",
      "\n",
      "2301 the revolution occurredâjust not how marx expected it to. â¦ teambts teamsuperjuniorâ¦\n",
      "\n",
      "2302 â turkey quaerly gross domestic product declined to 4.8% in 1q from previous 5.7% blog silver gold fâ¦\n",
      "\n",
      "2303 all this news in the world is so depressing. i'm tried of crying every day.\n",
      "\n",
      "2304 greeting from hello land, hi! sketch mutant alien purple creature\n",
      "\n",
      "2305 but why isn't he going to sf, wtf is this shit i am\n",
      "\n",
      "2306 soomandayððâ¤â¤â¤ bihday ððð cre : (somewhere)\n",
      "\n",
      "2307 after a long day of hustling...we think you deserve a little chill. blackbusiness friday tgif\n",
      "\n",
      "2308 teen girl killed, 3 others injured in downtown oakland shooting. guns mentalillness gangs ð¨ð¦ð¨ð¦ð¨ð¦ is orlando\n",
      "\n",
      "2309 for all the times that you rained on my parade || ms grunge nature rad awsomeâ¦\n",
      "\n",
      "2310 when you the only carry in your team :(\n",
      "\n",
      "2311 a white-skinned woman's unfair experience of in india! via\n",
      "\n",
      "2312 now is your time of grief, but i will see you again and you will rejoice, and no one will take away your joy.â hope john 16:22\n",
      "\n",
      "2313 sick of feeling down and stupid sorry to everyone i messed up with and sorry for being a weirdo and letting everyone down miss u all\n",
      "\n",
      "2314 whatever makes you feel bad, leave it. whatever makes you smile, keep it ð¸ life fitâ¦\n",
      "\n",
      "2315 why doesn't like mexico for come whit any show?:(\n",
      "\n",
      "2316 i despise hilary and sadly, hearing her speak now i'm telling myself \"see trump, that's how a president is supposed to sound\".\n",
      "\n",
      "2317 payintheusa polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "2318 thursdaythoughts if u feel like kinda tired of this crazyworld this beat is yours!\n",
      "\n",
      "2319 trump real estate buddy carl paladino wishes obama dead of mad cow disease in 2017 â¦\n",
      "\n",
      "2320 that is too sad about udtapunjableaked it shouldn't happen.. stay strong team. kareena\n",
      "\n",
      "2321 lady in line to give blood:\"when i woke up this morning i heard it was 20 dead &amp; i thought it was just a small thing\" orlandoshooting\n",
      "\n",
      "2322 , caoon, crying, eating, adventure time, caoon network, sandwich, sub, emotional eâ¦\n",
      "\n",
      "2323 i try all day to make my s**t work and it syeel a drag\n",
      "\n",
      "2324 if only that were true! life is tough sometimes. feeling helpless as a mom is heabreaking! myliferightnow\n",
      "\n",
      "2325 father's day. a man's desire for a son is usually nothing but the wish to duplicate himself in order that...\n",
      "\n",
      "2326 fuck yeah todays was last day of school. fuck no the exam stas tomorrow cry sad\n",
      "\n",
      "2327 i cannot wait for donald to let all of the nation down, with his fairytales speeches\n",
      "\n",
      "2328 sometimes putting so much time in one thing is bad, i lean that the hard way worriedaboutlife\n",
      "\n",
      "2329 i am so n for this game\n",
      "\n",
      "2330 spent late morn talkin over the state of black stl commercial radio with â¢ mfs get popular but fail to monetize the fame\n",
      "\n",
      "2331 well, it blew up 2 laps into the feature. tough weekend, but sometimes it happens...\n",
      "\n",
      "2332 eastside attack bull game 3d: do you really think that his head was empty around the city. each side is s\n",
      "\n",
      "2333 that's rude big fellas :| pity her respect\n",
      "\n",
      "2334 little over a month until the guys are back.\n",
      "\n",
      "2335 i guess i'm to be back on the bike for some aerobic base building. roadbike triathleteâ¦\n",
      "\n",
      "2336 hey donald, you're looking weaker every day. small and frustrated. loser pathetic weakdonaldtrump boringdonald\n",
      "\n",
      "2337 yet again a few trolls commenting on things they don't knw jack about.be very careful getyrfactsright..trademark protected..tadelakt\n",
      "\n",
      "2338 pulseorlando prayfororlando @ ron houston center for the performing as\n",
      "\n",
      "2339 my chopperlove, thoughts &amp; prayers go out 2 all victims &amp; their families in this horrific tragedy, mass shooting in oâ¦\n",
      "\n",
      "2340 my roommate's phone keep ringing, and mine just ring when my arlam is on. sad.\n",
      "\n",
      "2341 need out of washington state. the gray is not healthy for my mental health. depersion washingtonstate\n",
      "\n",
      "2342 if you are hispanic black asian a non-racist white, other minority don't serve in military while in power â¦\n",
      "\n",
      "2343 ever been hu so bad emotionally you hu physically... depressed hu life\n",
      "\n",
      "2344 w/ever these ppl are who \"love\" the rep pay need to open a effing newpaper...and im a republican! waiting4trump\n",
      "\n",
      "2345 lady in line to give blood:\"when i woke up this morning i heard it was 20 dead &amp; i thought it was just a small thing\" orâ¦\n",
      "\n",
      "2346 you would think people would care about the poor children starving.......but in the \"me\" gen. they don't give a shit\n",
      "\n",
      "2347 i hate that plastic thing around my head purrs\n",
      "\n",
      "2348 millennials shocked by hillary quotes think theyre from trump\n",
      "\n",
      "2349 would think that has facts faster than the press yet he fails to take a strong position.\n",
      "\n",
      "2350 some people really go out of their way to be negative towards others. especially someone they don't know at all smh\n",
      "\n",
      "2351 a plan put together by people so out of touch reality it's laughable\n",
      "\n",
      "2352 why do we only see the worst in people? life people fridayfeeling world\n",
      "\n",
      "2353 sad girl wallpaper 4k wallpapers babes girl hd\n",
      "\n",
      "2354 trump ny co-chair: i want obama to die of mad cow disease and michelle to \"go back to being a male\" trump\n",
      "\n",
      "2355 why am i the only one who sees the bigger picture. sometimes it drives me insane how stupid people can be grrrrr mad stupid\n",
      "\n",
      "2356 sad day in orlando today. our thoughts and prayers are with you orlandonightclubshooting pulsenightclub\n",
      "\n",
      "2357 why do you get 9 seasons but firefly gets only 1.... something is wrong with this world disapponted why unbelievable\n",
      "\n",
      "2358 look can be eased off with a little bit of botox\n",
      "\n",
      "2359 in my feelings :(\n",
      "\n",
      "2360 lgbtqhatetrumppay is total liberal trash. its &amp; pathetic. neverhillary noobama3rdterm indies4trump usa\n",
      "\n",
      "2361 you silly ð­ððð\n",
      "\n",
      "2362 my employer consider my skill and knowledge on the cloud and container as irrelevant. :( unfounate\n",
      "\n",
      "2363 time for refresher course in customer service and the customer experience. frustrated hu deeplyconcerned\n",
      "\n",
      "2364 it's opening night of the show lostinthemuseum2016 the kids have worked hard at rehrasals. now it'sâ¦\n",
      "\n",
      "2365 sismographe cypher series 7 : the walking dead feat daddie notch via bankai friday worldwide\n",
      "\n",
      "2366 this doesn't feel like a finals elimination game, it more feels like the last game in february leading into the all star break...\n",
      "\n",
      "2367 feeling hu frustrated mad\n",
      "\n",
      "2368 how do we fix crazy people? people are always going to kill people. cars, guns, bombs, it's an unsolvable problem. sucks\n",
      "\n",
      "2369 ... such evil acts!\n",
      "\n",
      "2370 wives angry bitch: tags: young girl 18+, cowgirl, bitch,â¦\n",
      "\n",
      "2371 does that apply to running for pres as well? doubt any msm repoer would ask hrc that though b/c media is very corrupt &amp; slanted.\n",
      "\n",
      "2372 this keshi's news is really hard for me to accept. sosudden\n",
      "\n",
      "2373 sadly, this so so so true! disgusting trump2016\n",
      "\n",
      "2374 i can't wait until season 4 of orange is the new black comes to netflix\n",
      "\n",
      "2375 oops! carlpaladino didn't mean to publicly post comments... via\n",
      "\n",
      "2376 i know who my real niggers are. all fake niggers &amp; uppity niggers get deleted. life's too sho for bs raceplay â¦\n",
      "\n",
      "2377 victim of islamophobia adam saleh refers to black people as \"abeed\" (slaves) in one of his sketches.\n",
      "\n",
      "2378 i knew that it was doc with the one in tonight's episode of w/the broken hea ð¢ð­ð\n",
      "\n",
      "2379 when i feel story: recognizing, expressing and managing anger. printable, color + b&amp;w! $\n",
      "\n",
      "2380 hospital have limited disabled spaces as it is yet this is allowed! complaint\n",
      "\n",
      "2381 my little one has no idea that we going on a cruise in 2 days!!!! ðð¤ bestsurprise\n",
      "\n",
      "2382 'alt-right' site plans a 'fake black person' twitter campaign socialmedia\n",
      "\n",
      "2383 nothing would be more dangerous than to give putinschoice the impression we accept stopracism boycott?â¦\n",
      "\n",
      "2384 bitches dead ass wanna be me. they want my nigga and allatð\n",
      "\n",
      "2385 i arbitrarily decided to root for peru and now i am\n",
      "\n",
      "2386 noticing all this empty prime retail space below chicago's trump tower.\n",
      "\n",
      "2387 censorship of the media..... in other words, if you don't kiss my ass you don't get the access.\n",
      "\n",
      "2388 there is no safe place for blacks in this country because of people like you bitter\n",
      "\n",
      "2389 a candle of hope for my feelings this morning. frustrated nothingness god bless all victims! orlando\n",
      "\n",
      "2390 up dharma down at sgv anniversary!!!! ðð»ðð»\n",
      "\n",
      "2391 niggas really watching trash ass wwe over a the game 7 ???? wow\n",
      "\n",
      "2392 regrann from - prayfororlando orlando pray lgbt sick prayingforpeace â¦\n",
      "\n",
      "2393 classic hummus topped chicken shawarma thighs ð´ð½ð tummy me dinner shawarma\n",
      "\n",
      "2394 just want to get sick. feel so sick to my stomach right now. i just need to hear from you. find out what our plan is for us. lifesucks\n",
      "\n",
      "2395 setting up my ws1400ip this weekend. not sure where to mount yet.\n",
      "\n",
      "2396 are we all not tired of these accrafloods ?when are we actually going to say \"never again\" and actually mean it and work toâ¦\n",
      "\n",
      "2397 whoever thinks that a social friendly girl as slut.. why don't they ask her to be with them? do they already knew she is not it?? hate\n",
      "\n",
      "2398 comment on reveals once more the disgusting reality of and stupidity in circle trump\n",
      "\n",
      "2399 tgif minus the bath i guess jackrussell bathtime wishing everyone a and blessed weekend\n",
      "\n",
      "2400 nbafinals &amp; stoked watching the game!! u think will put it away?? or is it ??\n",
      "\n",
      "2401 today my exam of system_anaylsis_and_design....... . . in the sho_form... ... :( . . bc sach me bhot hu me.... :( :p\n",
      "\n",
      "2402 jackblair - na: wet snapshot shy hot kinky horny naughty xxx nasty nude sexy porn slut young\n",
      "\n",
      "2403 i'm the worst person ð¥ð«ðâ¹ð« ððð\n",
      "\n",
      "2404 here's to another night laying wide awake can'tsleep\n",
      "\n",
      "2405 white fragility: why itâs so hard to talk to white people about :\n",
      "\n",
      "2406 middle music boy djsnake smile boring puaj sleepâ¦\n",
      "\n",
      "2407 getting my ipsy bag next week and i'm counting down the days!!!!\n",
      "\n",
      "2408 less than an hour till we find out when arsene wenger plays mourinho. and pep. and conte. and klopp.\n",
      "\n",
      "2409 it's crazy how most of the orlandoshooting victims were poc. god rest their souls ð\n",
      "\n",
      "2410 i was home yesterday - honored to serve the college on the alumni board, we are ceainly a passionate group. forward\n",
      "\n",
      "2411 it's only on our saturday lineup! what a mix this is... house techno bass summer\n",
      "\n",
      "2412 la tahzan.. innallaha ma'ana... don't be sad, allah always with me... mondayð\n",
      "\n",
      "2413 people in this world baffle me. how can you put someone else's number online wrong\n",
      "\n",
      "2414 a sad day for the cherry trees and window gardens at st. frances school bulldoze progress\n",
      "\n",
      "2415 real problem lies within when common people stas politicizing a matter instead of talking on the issue and injustice to filmmaker.\n",
      "\n",
      "2416 what a shocker, the wannabe jihadist was also a closet angry gay man bc of his religion mentalillness weareorlando\n",
      "\n",
      "2417 bihday to you.the forest is dark and deep but i have promises to keep @ miles to go b4 i sleep.be like nehruji.rgds\n",
      "\n",
      "2418 instagram's bestfeature when you don't want to read stupid childish rude comments ðð½\n",
      "\n",
      "2419 wtf is with gun control focusing on ownership or sales rather than manufacture. laws and permits wont change the existence of guns\n",
      "\n",
      "2420 media to cleanse your mind palette after terrible media. videos ted uses to reset your brain via\n",
      "\n",
      "2421 it's so hard to believe that we leave for camp on sunday! this team has truly surprised meâ¤ï¸ ð¤ð¤ð¤ coach\n",
      "\n",
      "2422 are you just?? ... different people have different feeling sad depression striving lovinglife\n",
      "\n",
      "2423 i swear i'm getting worst each day ðª depression help suicide please sad mood depressed\n",
      "\n",
      "2424 \"automatically shut down\" \"no radiation leak\" *posts a giant explosion pic* your poor misled followers. yourenothelping\n",
      "\n",
      "2425 kkk+blm = same nazi scum from hitlerjugend, different color of skin but same leftist &amp; =dem ideologyâ¦\n",
      "\n",
      "2426 â eur/usd unable to regain 1.1300 despite dovish fed blog silver gold forex\n",
      "\n",
      "2427 waiting ~ trainstation train poland tczew gdaåsk home polishgirl shy cuteâ¦\n",
      "\n",
      "2428 this stupid idea that trump is a fascist and and will destroy the usa has gone too far! obama is a terrorist\n",
      "\n",
      "2429 i'm still sad pray today boanoite triste instagram orlando\n",
      "\n",
      "2430 looks like i have this outline nailed down. amwriting\n",
      "\n",
      "2431 the direction the ð is going how you focus on positive when its negativity aroundyou i will hold on &amp; have faith its tough tho\n",
      "\n",
      "2432 other way around on loosing politically perceived propaganda matter anarchist aap is crying hoarse lost money too\n",
      "\n",
      "2433 fuck donald trump! he will never be my president! opkkk optrump illegitimate oligarch plutocrat shill\n",
      "\n",
      "2434 'don't forget your toothbrush', thank you beth this tickled me pink. prepschool\n",
      "\n",
      "2435 she didn't sway me at all. she can't erase all the bad things trump has done. she prefers a king over a man of principle.\n",
      "\n",
      "2436 disney gator attack: 2-year-old boy found dead heabreaking blogger momlife\n",
      "\n",
      "2437 today. angry at everything &amp; everyone. and i'm tired of being told that my emotions are my \"choice\". it's not that simple. bpd\n",
      "\n",
      "2438 retro game theater - sonic the hedgehog via letsplay retrogaming sonicthehedgehog rant nerd\n",
      "\n",
      "2439 yes!!! hate speeches and lack of gun control.\n",
      "\n",
      "2440 rough as fuck. nomakeup nosoul nodrugs nohealth sick hungover realalcoholicmemesâ¦\n",
      "\n",
      "2441 i find this rather disappointing, liked the black suit.\n",
      "\n",
      "2442 human beings know right from wrong, we are not animals tragic outofcontrol prayfororlando lgbt\n",
      "\n",
      "2443 i am so sad. wont be in toronto for romanvsfousey why can't they come like a a week later when i am back.\n",
      "\n",
      "2444 potus lets isis run amok in other countries, possibly infiltrating ours and then blames conservatives and law abiding gun owners.\n",
      "\n",
      "2445 suddenly i'm not a very camper. endoftheline is in sight cue our lefty/righty bluejays gojaysgo\n",
      "\n",
      "2446 hallelujah asijaiveni jaiva wena coffe is still black songs of solomon david dainly fathers day boy moses joshua 144,000\n",
      "\n",
      "2447 me watching conjuring 2 buddy. 1st half finished\n",
      "\n",
      "2448 wtf, here is everything that's wrong with america\n",
      "\n",
      "2449 trump and clinton are leading, its up to the americans to choose the lesser evil.. na-mds si bernie sanders..\n",
      "\n",
      "2450 govt at state and centre have no clue to contain prices poor sleep hungry staterafale jets or food\n",
      "\n",
      "2451 well i guess i can't join servers mcpe 15.0. mcpe mcpc weird\n",
      "\n",
      "2452 life is sho it's time to live not just exists, do what makes you ! no more wasting timeâ¦\n",
      "\n",
      "2453 joshwin is always like this! ðð what's wrong with that guy???\n",
      "\n",
      "2454 sketchbook abstract sketch | sad blind eye a abstracta blind bigeyes lineaâ¦\n",
      "\n",
      "2455 chanchada en cama feliz frã­o nomeimpoa junk food in bed chilly idontcare ð\n",
      "\n",
      "2456 peace for orlando and pulsenightclub . come on folks 50 people dead???\n",
      "\n",
      "2457 nobody wished me one ð disappointed\n",
      "\n",
      "2458 allahsoil one infamous maneuver has affectionately been baptized the âsaudi sweepâ â¦ â¦â¦\n",
      "\n",
      "2459 ð±ð±ð± we the people knows! we are just waiting for your arrest lyin' queen ðmuch\n",
      "\n",
      "2460 damn subway just made me the wrong sandwich. probably the last time i'll drive thru\n",
      "\n",
      "2461 you're not hear but at least i have a memory. girl instaselfie\n",
      "\n",
      "2462 literally going to spend 3 days next week being lost and confused.\n",
      "\n",
      "2463 20 funny instagram accounts to look at when you're (or bored) -\n",
      "\n",
      "2464 porait sketch of unknown sad manð reminds me my grandfatherð a2 format sketchbook drawing a look\n",
      "\n",
      "2465 back for some people! missingperson havingfunalone lonely ð hothl ð¥ðð\n",
      "\n",
      "2466 emtec angry birds 4 gb usb 2.0 flash dri emtec birds 4 gb u\n",
      "\n",
      "2467 black walnut 3d wooden picture horsehour woodcutwednesday wooden giftideas horse mythos craftshout\n",
      "\n",
      "2468 everytime i wear soccer shis joie fries me and says i look mexican as fuck ð\n",
      "\n",
      "2469 and this is why nothing will change regarding gun control in the us. unbelievable idiotic\n",
      "\n",
      "2470 &lt; 1k @ trumpaz rally. stadium holds 15k. weak smallehanhishands\n",
      "\n",
      "2471 well after a emotional funfilled ginfilled drunk ball sad weekend .. today is we're it all stas ! ð\n",
      "\n",
      "2472 example 2: same person calling people names &amp; even their mother. sick warped\n",
      "\n",
      "2473 we're having a drastic social break down in this country.poor inefficiency leadership.wrong set of values.disrespect for human life.\n",
      "\n",
      "2474 father's day to all the single mom's playing both roles\"\n",
      "\n",
      "2475 it's shocking. i didnt want to believe it but its obviously true. i took 8 screen shots. 4 for each.\n",
      "\n",
      "2476 absurdly obnoxious to witness such video which demeans the work of hardworking journalists\n",
      "\n",
      "2477 i hope people take a hard look at the facts. donald trump is not sma enough to understand foreign policyâ¦\n",
      "\n",
      "2478 couple having sex cherry potter fucking\n",
      "\n",
      "2479 time is valuable, don't waste your it. waste time\n",
      "\n",
      "2480 20 shocking pictures illustrate the reality of everyday life\n",
      "\n",
      "2481 this little fella's just to heat my space\n",
      "\n",
      "2482 i don't know what to say besides sad ð¿ orlando pride tragedy pulsenightclub\n",
      "\n",
      "2483 father's day at kirkstallabbey for i've never seen a dad so with fake ears and leaves before!\n",
      "\n",
      "2484 when you wanted whip topping but you got whipped lid... depressed rude iaskedforadomlidâ¦\n",
      "\n",
      "2485 holiday again haha ðð video pineng malaysia holiday crazy taipei holiday fitfamâ¦\n",
      "\n",
      "2486 it's crazy how fast this all has happened! nervous\n",
      "\n",
      "2487 usa plays stupid asf usavpar ðºð¸ðºð¸ come on play better\n",
      "\n",
      "2488 i want an el coffee bobblehead but i can't make it to the game.\n",
      "\n",
      "2489 rip idol (late) muhammadali rip ali muhammad restinpeace king nakz beast\n",
      "\n",
      "2490 was feeling after horrible run then immediately locked myself out of the traverse. soâ¦\n",
      "\n",
      "2491 cutsie logic but wrong. if you know construction you can build bridges and walls! give trump a chance! hate is forâ¦\n",
      "\n",
      "2492 stop tweeting. you're a narcissistic piece of trash &amp; trying to use a terrible tragedy to advance your campaign\n",
      "\n",
      "2493 allahsoil the cold war was fought over oil. teambts teamsuperjunior â¦\n",
      "\n",
      "2494 italians weren't coming from a country were women were stoned and they didn't entered illegally. pro-immigrant bâ¦\n",
      "\n",
      "2495 don't know how ppl don't get tired of drinking every weekend and causing dramaðð¼ like that's just disgustingð· sick growup moretolife\n",
      "\n",
      "2496 lefties hate uk &amp; everything about it, they prefer swarms of stinky boat people to us!\n",
      "\n",
      "2497 a bit of colour to brighten a grey morning... kidsroom scandi fermliving dollshouse retrotoys toys\n",
      "\n",
      "2498 to top of my crappy day w/me not signing papers for my house, pop up conce 4 blocks from work &amp; i didn't know. :(\n",
      "\n",
      "2499 very bad move. a shame for the league 1&amp;2 teams.\n",
      "\n",
      "2500 just got back from the gym. it is awesome!! the sad thing is that there is people that it's not following me anymore :( gym\n",
      "\n",
      "2501 sadly won't b @ bibury but looking forward to memorialservice margaretbowen legend 44years\n",
      "\n",
      "2502 watching the o.j 30 for 30. all i can think about is poor nicole, poor ron.\n",
      "\n",
      "2503 sadly, with gun laws in the constitution i doubt anything ever will!\n",
      "\n",
      "2504 black genius v white supremacy are you missing the action? the freemasons being taught a lesson about .\n",
      "\n",
      "2505 fathersday fatherã¢ââs day, dad | skinny and single buy things about \"hâ¦\n",
      "\n",
      "2506 this nonsensical, hate-filled word-salad w/b funny if it weren't so sad.... bigotry notmypresident!\n",
      "\n",
      "2507 i always know my insta game is weak when my younger cousins don't even throw me a like :-( old respectmeandlikethepic\n",
      "\n",
      "2508 after english p1 625 after english p2 125 sad\n",
      "\n",
      "2509 pouring polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places look\n",
      "\n",
      "2510 â 'terrifying warning' about ice cream trucks and chloroform blog silver gold forex\n",
      "\n",
      "2511 cant wait for this to make its way to the east coast. wanna see it so bad! loveroday ðð»â¤ï¸\n",
      "\n",
      "2512 sometimes that's all you can do... staystrong wendsday disappointed queen\n",
      "\n",
      "2513 sad in the branches itâs just rainy day writing tears are flying birds haiku 3lines micropoetry\n",
      "\n",
      "2514 fat phony is not allowed to speak for himself and must read off teleprompter. pathetic gop won't allow him to speak\n",
      "\n",
      "2515 i am missing my leighton selfie\n",
      "\n",
      "2516 if you're gonna steal my shit, at least have the common couesy to steal it right.\n",
      "\n",
      "2517 ourlander you killed angus!!! nooooooo sweet loveable angus howwillrupecopewithouthiswingman\n",
      "\n",
      "2518 fashion is a bottomless pit of misery and suffering and bank account draining i am and i hate clothes\n",
      "\n",
      "2519 ðð i gotta be drunk to be around people\n",
      "\n",
      "2520 roadtrip day 1: 13hrs to little rock! summer adventure selfie\n",
      "\n",
      "2521 the waiting game... which ship i'll be on next!! aaaaah i want to know now please! eager ð\n",
      "\n",
      "2522 lot of empty seats there.\n",
      "\n",
      "2523 not funny \"ha ha\" but funny \"weird\"! priebus won't be laughing later,living on the funny farm!\n",
      "\n",
      "2524 back in the game after holidays lean green kale spinach spirulina greens pineapple healthy\n",
      "\n",
      "2525 1) starbucks espresso machine broken. no basic girl life for me\n",
      "\n",
      "2526 you don't know what you've got till it's gone_how for selfish you-jesuschristempowerstransformation-ask amwriting amreading author\n",
      "\n",
      "2527 â finland current account fell from previous â¬-0.1b to â¬-0.7b in april blog silver goâ¦\n",
      "\n",
      "2528 congress worker killed another congress worker for sharing sonia gandhi's photo on wastapp shoâ¦\n",
      "\n",
      "2529 seems like \"canadianvalues\" are ignoring reality, dividing &amp; weakening, hate &amp; . science cdnpoliâ¦\n",
      "\n",
      "2530 afraid of weak and !\n",
      "\n",
      "2531 only 4?! that's disgusting. there were dozens involved. u encourage violence when there r no consequences.\n",
      "\n",
      "2532 how cold heaed could people be he said that the guy was laughing and shooting....! prayers\n",
      "\n",
      "2533 ..it's so sad that 7 years later they are still belittling him. i tell you they act as though he can hear them.\n",
      "\n",
      "2534 its free in sa but it's sad living here\n",
      "\n",
      "2535 hard to tell right now as we are getting registrations everyday. the new 7a division looks stacked !\n",
      "\n",
      "2536 its 90% local but still no simbone, no ndlulamthi, no proverb, no golden shovel, no abantu, no manskap, and the likes\n",
      "\n",
      "2537 feeling like you need something to change? not sure how? i can help! atsopro livelife hypnotherapy fear\n",
      "\n",
      "2538 today is the day to celebrate all active fathers..if u aren't there for your child today is not 4 u. fathersday friends and family\n",
      "\n",
      "2539 listening to country songs after a long week. i like this version, butâ¦\n",
      "\n",
      "2540 girl talking through the tablet - cell communication green\n",
      "\n",
      "2541 wtf propaganda rant by inveed aussie flag w/muslim crescâ¦\n",
      "\n",
      "2542 fathersday to all our striving fathers, you are the reason behind our success! fathersday\n",
      "\n",
      "2543 i'm confused.shouldn't everyone be protected against hate crime.isn't it a basic human right to be protected.\n",
      "\n",
      "2544 obama/jarretts who agenda was to destroy everything good about this country and inflict even bit of hate\n",
      "\n",
      "2545 igersbnw attack bull game 3d: do you really think that his head was empty around the city. each side is s\n",
      "\n",
      "2546 mitt lost the bloody election! u amaze me w/living in the past! increase yr meds-ur stuck in the past!\n",
      "\n",
      "2547 i feel like a freaking superwomen ðð single mom holding everything down with no help blessed thankful grateful cantcomplain\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "2548 says aap behind making of 'udta punjab' movie jobs jobsearch : chandigarh: the controversy around cr...\n",
      "\n",
      "2549 school why u do dis? :( school ugh why no teen girls guys\n",
      "\n",
      "2550 i need to do mine :(((((((((((\n",
      "\n",
      "2551 not sure you understand what bigotry is.\n",
      "\n",
      "2552 why do people always sta sentences with so , its almost as annoying as being tweeted by a ukip follower\n",
      "\n",
      "2553 that feeling when my hard work pays off is undescribable mondaymotivation goals\n",
      "\n",
      "2554 halaaaaa.... anyare ke orlando ?! sorry this happened. nagpapakatanga\n",
      "\n",
      "2555 football then game of thrones! chilleve! !:)\n",
      "\n",
      "2556 ã life is way too sho to waste it, i say bring on anything ã run sweat cardio â¦\n",
      "\n",
      "2557 probably in an awful lot of pain. thank you for trying to help.\n",
      "\n",
      "2558 2016 is still alive ! black man is forced into coffin by white south africans\n",
      "\n",
      "2559 i fail to understand how, in this day, people can believe that race or sexual orientation can define a person as bad or wrong. smh\n",
      "\n",
      "2560 world whisky day to three yyc due for 2010 world whisky awards! awards\n",
      "\n",
      "2561 saw a dead kitten and cracked my phone within the same ten minutes\n",
      "\n",
      "2562 brother even as a heat fan i've low key wanted bron to give cleveland the chip, but this shit i just saw is bs smh\n",
      "\n",
      "2563 i don't understand how people can hate so much that, they do what, they do. my coworker's friends were there.\n",
      "\n",
      "2564 round 3 of the destiny f****ery let's get the raids going for the viewers! supposmallstreams notcoolbungie\n",
      "\n",
      "2565 please retweet video that sparks outrage: white officer arrested black mother after littering argument\n",
      "\n",
      "2566 living with a survivor of traumaticbraininjury (tbi) can be deeply and very frustrating\n",
      "\n",
      "2567 would give you some lovely photos ð10 foot chicken!!!! 7th august\n",
      "\n",
      "2568 the end of 10 grade. sad\n",
      "\n",
      "2569 â rbaâs kent: a weaker aud to act as a buffer in response to negative developments in external conditions â¦\n",
      "\n",
      "2570 had worse stas to my wednesday morning! grateful airpostyle aspinalsoflondon ð\n",
      "\n",
      "2571 i was so pumped cause bones will be having four conces in texas and i'll be outta texas like fuck man ð« i was looking forward to thisð\n",
      "\n",
      "2572 or you can wait till that wkend. i bought a $93 turn one ticket race morning for $30. ppl can hardly give them away.\n",
      "\n",
      "2573 i wasn't careful enough and while playing my drum stick made this ;( drumstick oneokrock poster broken\n",
      "\n",
      "2574 why did you omit his previous 2 tweets that had plenty of empathy? you too are a sleeze not to mention a liar. â¦\n",
      "\n",
      "2575 i'm stepping down as a board member tom as my paner+i are expecting a little girl in approx 3 weeks exâ¦\n",
      "\n",
      "2576 fuck trees i climb buoys motherfucker\n",
      "\n",
      "2577 , mad, syfy, furious, bar fight, wyonna earp, bobo del ray, michael eklund\n",
      "\n",
      "2578 check fathersday kids facing single parenting issue coz of fake women ...\n",
      "\n",
      "2579 last friday, but we must learn..dammit..:/ boring\n",
      "\n",
      "2580 tomorrow, we introduce the world to ebony_do. it's been a long journey, but you have to follow your dreams. somethingnew\n",
      "\n",
      "2581 wow if your pa of the 94% i know too much i come across as a bit of a dick sometimes. stupid questions =\n",
      "\n",
      "2582 . why did you get rid of the asian salad? it was so good. disappointed\n",
      "\n",
      "2583 i can't do this baker bakery baking nobaking ridiculous ð¡\n",
      "\n",
      "2584 cotd polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looking\n",
      "\n",
      "2585 my vines get no love lately im\n",
      "\n",
      "2586 when you're trapped in a life you don't want...fuck let's just keep going! depression society life keepgoing\n",
      "\n",
      "2587 trump is just a weak nasty feminist cunt, no god at all for the right wing \"whites\"\n",
      "\n",
      "2588 give us a \"w\", what, people are moving? give us an \"i\"! what? stick my blueballs up my what? no fun here blueballs\n",
      "\n",
      "2589 pay dress black blackisbeautiful igers mood model @ avenham park\n",
      "\n",
      "2590 â¤ï¸ð to see u live âºï¸ don't worry fq can't see u like dis ð plz don't be sad ð­ stay blessed\n",
      "\n",
      "2591 new year sex sleeping girls fucking pic\n",
      "\n",
      "2592 snapchat crazy love it bunny ð°ð°ð°\n",
      "\n",
      "2593 this video was censored by youtube for \"hate speech\" ð enjoy! maga everythingisracist triggeredâ¦\n",
      "\n",
      "2594 why cant he give me a chance? when have i failed him? confused\n",
      "\n",
      "2595 51% is hardly a ringing rebuke of\n",
      "\n",
      "2596 big shout out to who replaced my hard used jacket under warranty. looking forward to breaking it in on the wet coast!\n",
      "\n",
      "2597 priyankachopra was subjected to and she fought back hard! hollywood quantico bollywoodâ¦\n",
      "\n",
      "2598 in 2 days i speak in dc at shrm16 about my fav subject &amp; the topic of my bestseller: social media at work. i'm aâ¦\n",
      "\n",
      "2599 4minute is disband this is going to be a sad day 4minute\n",
      "\n",
      "2600 petal polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "2601 there is nothing wrong with being completely done dorm shopping for an august 2 depaure is there? movingon ua20 thebig3\n",
      "\n",
      "2602 i'm unfounately not surprised to hear a christian preacher make a video basically celebrating orlando violence towards lgbt ppl.\n",
      "\n",
      "2603 i'm suffocated by my thoughts, i'm crushed by my pain, i'm overwhelmed by emotions i can't contain anger life\n",
      "\n",
      "2604 just waiting for green house to arrive to begin climbing everest!\n",
      "\n",
      "2605 big fan of mcdonalds but today bought a vanilla cone, turned out worst cone ever.\n",
      "\n",
      "2606 if your not being true to you then you can't be &amp; if your not happy then what is there liveinakindhea\n",
      "\n",
      "2607 donnabrill - na: slut naughty wet hot horny nasty porn nude young shy xxx kinky snapshot sexy\n",
      "\n",
      "2608 what a senseless act of violence that didn't have 2 happen! r.i.p to those who lost their lives during this tragic event! orlando\n",
      "\n",
      "2609 thank you! indeed, making the decision was the tough pa now i'm just looking forward!\n",
      "\n",
      "2610 i fail to understand how, in this day, people can believe that race or sexual orientation can define a person as bad or wronâ¦\n",
      "\n",
      "2611 i'm so sad for all that had happened in orlando... ðððððð prayfororlando prayfoheworld â¦\n",
      "\n",
      "2612 who's that ugly\"lady\"?\n",
      "\n",
      "2613 just finished this book and thinking how we can't forget the past. so hard to think about wwii and germany\n",
      "\n",
      "2614 hmmm!amodu's dead?woke up again dis mornin 2hear of diz devastating news.may god grant those he left behind d foitude 2bear dis loss.\n",
      "\n",
      "2615 that's harsh, even in these post brexit, xenophobia, times. what next, a charity called send the buggâ¦\n",
      "\n",
      "2616 lonely girl painting a lonely girl depressed redhair nude desnudo depresiã³n tristezza pintura aâ¦ httâ¦\n",
      "\n",
      "2617 omg!!! i wanna stream so bad, you can still suppo just go follow stream twitch followanyway missyall\n",
      "\n",
      "2618 please so this out you'd had long enough.\n",
      "\n",
      "2619 this \"election\" is mad proof of how plain ole' rotten ass stupid people really are.... really hellastupid\n",
      "\n",
      "2620 just one of those days when you feel broken.... &lt;\\3 :'( broken .\n",
      "\n",
      "2621 cutemuscleboys - na: nasty wet hot young slut xxx kinky naughty porn sexy shy horny nude\n",
      "\n",
      "2622 black dad puts baby mama on blast after he takes their biracial daughter to get braids\n",
      "\n",
      "2623 performing tomorrow, im feeling anxious ððð» performing singing anxious edinburghâ¦\n",
      "\n",
      "2624 okay i need a sack of some fire to smoke with my friends....but some don't smoke anymore:'( lonleystoner stillblazin\n",
      "\n",
      "2625 exhausted after spo, but always with a big smile ð exhausted spo running run smile girl\n",
      "\n",
      "2626 so annoyed today ð annoyed\n",
      "\n",
      "2627 please note that we will be closed tomorrow, 16june. we wish everyone a youthday for tomorrow.durbanmusic\n",
      "\n",
      "2628 the offense is trending down.. those their place in the standings!\n",
      "\n",
      "2629 goodbye bubbles. i'm sorry you lived your life trapped for human enteainment &amp; you never swam free. seaworld\n",
      "\n",
      "2630 so, there was a crash in my street last night and the amount of people that drove down here just to have a look...! ð® noseybastards\n",
      "\n",
      "2631 even the mere perception is bad business for the nba brand\n",
      "\n",
      "2632 you can \"lobby\" all you want. it won't stop criminals. it's a waste of taxpayers money. but go ahead. waste your time.\n",
      "\n",
      "2633 remember when used to lead on impoant social issues? 29 years later they're afraid to even talk abt cannabis whathappened\n",
      "\n",
      "2634 traditions are impoant in mlb. congrats to the cardinals for drafting a player with a failed drug test for ped's. the cardinal way\n",
      "\n",
      "2635 so cold so im staying in bed drinking coffeeââ cold australia oceangrove winter coffee bed foreveralone smilemore\n",
      "\n",
      "2636 hidden in america is as rampant as blatant racism.\n",
      "\n",
      "2637 what a day! nutella shit girls instapic\n",
      "\n",
      "2638 disneygatorattack if you got gators in your theme park why are they not completely secured away form the customer ð¢ð©ð«â¦\n",
      "\n",
      "2639 less than three months until another nfl season kicks off. who's ?\n",
      "\n",
      "2640 in marriage, you can be or you can be right, not both. it's hard to be everyone's boss and have peace. mediator=peacemaker\n",
      "\n",
      "2641 sometimes i feel like my relationships are being crushed by my heritage crushed cousinben ib multimillionairedad\n",
      "\n",
      "2642 there's no way they can't be. missing wide open shots, throwing the rock away.\n",
      "\n",
      "2643 this is what we want?no,it's not fair. gaypride orlandounited\n",
      "\n",
      "2644 my friday after my shoulder day workout and ready to watch the soccer game ofâ¦\n",
      "\n",
      "2645 our pizza base already for our cob oven build thanks to for supplying some fantastic supplies.\n",
      "\n",
      "2646 all i wanted to be doing right now was getting drunk at nappers but im in bed\n",
      "\n",
      "2647 felt so sad for last night! hug freshsta\n",
      "\n",
      "2648 when you really love someone age,distance,height,weight are just damn numbers they matter to ones rating people for how they look :(\n",
      "\n",
      "2649 anyone feel bad for orange besides me? even a sad face! otter pop\n",
      "\n",
      "2650 are you black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "2651 i'm looking forward to a few titles being announced as backwards compatible today on xboxone trials rdr rockstargames\n",
      "\n",
      "2652 bored depressed frustrated here's why you need to workout just 15-30 minutes per day!!\n",
      "\n",
      "2653 i always try to do my best to express my feeling to but unfounately my english is sucks :(\n",
      "\n",
      "2654 sorry potus this bigotry is fully american obama blasts trump for antimuslim language,as unamerican\n",
      "\n",
      "2655 at least 50 dead in worst mass shooting in u.s. history soundtrainingnews orlando florida\n",
      "\n",
      "2656 petal polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "2657 i really wish common sense would come back in style. it seems to be a thing of the past. truth\n",
      "\n",
      "2658 that's a depressing fact.\n",
      "\n",
      "2659 please expand into canada. ..i'm missing out here cantwatchrockthisboat\n",
      "\n",
      "2660 i need something or someone that will make a big change in my life. i'm lazy to do it by myself.\n",
      "\n",
      "2661 be n healthy nothing is impossible, the word itself says 'i'm possible'! â audrey hepburn\n",
      "\n",
      "2662 aliens and old men.ð½ ðâ¤ð´ luckylady wtf\n",
      "\n",
      "2663 the gop lives in a dream world. look at the base tho. so inexperienced of the world beyond america.\n",
      "\n",
      "2664 so you failed to hijack the democraticpay and now demand insane bs. yousuck nolegacy oldman\n",
      "\n",
      "2665 twinklatinboys - na: slut snapshot hot nasty naughty sexy horny shy porn nude kinky xxx y...\n",
      "\n",
      "2666 who cares? with all the things going on in the world today u think this stupidity matters?\n",
      "\n",
      "2667 do you like an ordinary girl? ðð selfie travelingram ripinkylife\n",
      "\n",
      "2668 rode 11 miles on the bike this afternoon &amp; thought about &amp; orlandonightclubshooting. what is wrong with us?\n",
      "\n",
      "2669 check pt 1. nationalbestfriendsday to these kids who put up with my weirdness everyday ...\n",
      "\n",
      "2670 our new plymouth road location at traverwood replaces our green road store.\n",
      "\n",
      "2671 officials watching the officials.....getting paid to extend the game....\n",
      "\n",
      "2672 really sad that people are whistling during the hymn of russia! euro2016 engrus befair\n",
      "\n",
      "2673 can't wait to join the pay next week. english media like desperate to show negatives and destroy the truth.\n",
      "\n",
      "2674 so my sis is back to work and my other sis is back in town yay sisterlylove sisters lovethem siblings fam\n",
      "\n",
      "2675 abbyybelle - na: porn nasty horny nude kinky shy sexy young naughty hot xxx slut wet snapshot\n",
      "\n",
      "2676 , mad, adventure time, finn, finn the human\n",
      "\n",
      "2677 i just waited frickin 25 minutes for chicken. and they messed up the order, and charged me too much. what the hell man\n",
      "\n",
      "2678 it's heabreaking to find out the truth when you believed the lie for as long as you remembered. quoteoftheday truth\n",
      "\n",
      "2679 bestie friend day jasper wednesday secret model workð±ð±ð±ð±ð±ð±ð±ð±ð±ð±\n",
      "\n",
      "2680 â uk cpi inflation expected at 0.5% y/y for may â rbc cm blog silver gold forex\n",
      "\n",
      "2681 it might be 10 days late, but it is never too late to celebrate!! (late) nationaleggday\n",
      "\n",
      "2682 network rail you care useless. staff at paddington send us to walk g, then staff at waking send us to waterloo. total muppet's\n",
      "\n",
      "2683 how she ugly and still outta your league ? ð¤\n",
      "\n",
      "2684 and lest we forget, the tragic passing of u of arizona alum and former nba player sean rooks.\n",
      "\n",
      "2685 when simply emerging from one's home is a dangerous action, there is something terribly wrong with mankind and humanity is at risk.\n",
      "\n",
      "2686 us star of the voice christina grimmie has been shot dead at a conce toomanyguns\n",
      "\n",
      "2687 âºwhy is it illegal to show topless photos of women but legal to write comments? stopracism facebook\n",
      "\n",
      "2688 now playing : helen jane long - \" fountain\" on music song\n",
      "\n",
      "2689 black and brown women being intersectional means we see the bus before we get thrown under it. whitefeminism â¦\n",
      "\n",
      "2690 oomf be ready to fuck the next bitch after a break up ð¤\n",
      "\n",
      "2691 screaming lolathecockatoo screaming crazy hyper running windowsi... (vine by lola the cockatoo)\n",
      "\n",
      "2692 message to say i've booked up the hilton for tonight lets go.. ðð spoilt random champagneonchill ð¸\n",
      "\n",
      "2693 bad news my boyfriend is confused\n",
      "\n",
      "2694 seriously . you &amp; your emotionally-needy troll/clone \"racing pals\"âdesperate for lifestyle validation!ðððð©\n",
      "\n",
      "2695 using a event to milk voters . typical electionfraud election2016\n",
      "\n",
      "2696 we're that soloman from aswad has agreed to record a verse on our charity single songforafrica\n",
      "\n",
      "2697 auspol race \"culture wars\" by other means\n",
      "\n",
      "2698 google &amp; facebook coordinating to silence inconvenient gays in wake of anti-lgbt terror attack.\n",
      "\n",
      "2699 yesterday's evening walk, i thought a lot about the victims of orlando and even the sky seemed &amp; desperate\n",
      "\n",
      "2700 no more dreams for christinagrimmie someone's killed her and our dreams thebestcovers greatvoice thevoice\n",
      "\n",
      "2701 my cat is very afraid of my shoes today... huh... ðð cat shoes afraid weird lol funny strange lovehim\n",
      "\n",
      "2702 5 little things that make me happy...grace in small things gist\n",
      "\n",
      "2703 queen evil's bihdayðlnic lnicjustanevilbday bihday suit evil love yolo stoops seriously...\n",
      "\n",
      "2704 i don't know why these poor black women are being convinced their faces look better with these money noses.\n",
      "\n",
      "2705 a victim cant victimise the oppressor... we have no economic power so, no black people can't be racist\n",
      "\n",
      "2706 this week is going so slow!! hurry up sunday ð\n",
      "\n",
      "2707 can't wait to test run this summer project........ this little monster is summerhouseâ¦\n",
      "\n",
      "2708 ð¥social engineering for all us plebesð¥ mad\n",
      "\n",
      "2709 i'm so mixed with emotion atm. my food went bad and now i'm sad...i was so looking forward to eat it too... moldyfood food\n",
      "\n",
      "2710 i just feel like smiling, i'm tired of frowning all the time because of stupid people trying to ruin my life,\n",
      "\n",
      "2711 fucking di bag notmypresident fucktrump sexualpredator liar incompitent orange delusional divider moron\n",
      "\n",
      "2712 republican trump buddy who's rabid racist can't figure out what's wrong w/saying violently hateful things.\n",
      "\n",
      "2713 so free speech only for liberals? so much for not being evil. switching to bing today\n",
      "\n",
      "2714 mass shooting at a nightclub 50 dead, 53 injured. seriously what is this world turning into? ð¥ð¥ð¥ gunviolence\n",
      "\n",
      "2715 unfounately, due to work and my computer not wanting to work, i will not be posting any videos this week. sorry :( tâ¦\n",
      "\n",
      "2716 never let your friends feel lonely, disturb them all the timeð missmyfriendsð­ ð­ð\n",
      "\n",
      "2717 u knw: hisð father was being slapped by a doctor for givng bih to a ugly dickface condom son ðð ð¢\n",
      "\n",
      "2718 here you can find gaming a little pa of bird game play by\n",
      "\n",
      "2719 battlefield 1 looks unbelievable ð\n",
      "\n",
      "2720 salt lake tech workers experience least racism, survey says - deseret news\n",
      "\n",
      "2721 want a summer body so bad but food is literally always on my mind. even in health class when talking about diabetes and obesity.\n",
      "\n",
      "2722 expand the pic. empty. the tide turned wth the \"mexican\" judge. believe me.\n",
      "\n",
      "2723 we are now down to single digits!!!! surreal\n",
      "\n",
      "2724 doing the crime scene event friday - any rough duration of event ? deciding to eat before or after !\n",
      "\n",
      "2725 afghanistan is always invaded by foreigner fighters, they always feel under command of other nations, russia usa indiashame\n",
      "\n",
      "2726 why do meet and greets with your favorite band have to be so god damn expensive! miss you guys!! calgary\n",
      "\n",
      "2727 police being horribly hyper-violent in their raids... acab\n",
      "\n",
      "2728 i wasn't careful enough and while playing my drum stick made this ;( drumstick oneokrockâ¦\n",
      "\n",
      "2729 honestly, due to the laziness and inactivity of those ages 18-24. if election poles were online, bernie would've won in a landslide.\n",
      "\n",
      "2730 when i feel story: recognizing, expressing and managing anger. printable, color + b&amp;w! $\n",
      "\n",
      "2731 six scientists. six suicides. what secret are they dying to protect? goodread bookloversâ¦\n",
      "\n",
      "2732 hope you will be singing my favourite small town boy leeds80sgoodtunes\n",
      "\n",
      "2733 healthy and lean grilled chicken and grilled vegetables ó¾µó¾® tuesday! â menucomdo guiaayb alacaado...\n",
      "\n",
      "2734 i 100,000% agree ðð¼ðð¼ nofilter crazywoman silly authenticself\n",
      "\n",
      "2735 she's obviously not done her homework on candidates. but what do we have to choose from? a criminal and a conman?\n",
      "\n",
      "2736 rafa out of wimbledon.... not surprising but still....rest well campeon rafa roadtorio\n",
      "\n",
      "2737 seriously russia?!! this was your strategy?! engrus\n",
      "\n",
      "2738 here is some metrics for ya cowboy now stop fakenews hate fear nonsensâ¦\n",
      "\n",
      "2739 pj's on, footie on, prosecco chilling, waiting for then pizza with kids (possibly in bed) fridayfeeling bliss family\n",
      "\n",
      "2740 amazed people still hero-worship azharuddin and take selfies with him. that too middle aged women. so no premium on character anymore.\n",
      "\n",
      "2741 missing badly quotestags quote nofilter quotestags_app\n",
      "\n",
      "2742 an extremely sorry state of affars! tragic\n",
      "\n",
      "2743 girls who take down other girls clearly bc they're jealous are sad and pathetic. gain some confidence and move on with ya damn life\n",
      "\n",
      "2744 my boss fired me due to alleged . i told him i hated everyone. honestly how much more committed to equality does he want me to be?\n",
      "\n",
      "2745 fuck donald trump! he will never be my president! opkkk optrump illegitimate oligarch plutocrat shill\n",
      "\n",
      "2746 apparently he's not.\n",
      "\n",
      "2747 counting down for bali with 94days travel wanderlust beautifulbali beautify paradise\n",
      "\n",
      "2748 is going to get sick of my face! firebringer opening night and closing weekend&amp; late night shows once a week between!\n",
      "\n",
      "2749 when you need to go grocery shopping so you have a sad lunch day. desklunch ramen\n",
      "\n",
      "2750 when you get home and realize you bought a fake flower from homedepot\n",
      "\n",
      "2751 are â¦ black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "2752 babies aden by aden anais burpy bib single - oh girl! bouncingbaby\n",
      "\n",
      "2753 madly waiting for the aymcuainraiser and the 5 rocking songs. aym\n",
      "\n",
      "2754 true wife sex stories chick gets fucked\n",
      "\n",
      "2755 so 'tis best if rational human beings do not get angry at the mentally ill. their delusions should not inspire anger\n",
      "\n",
      "2756 ...and barney is flat out again! walkies stannes wherelifefeelsgood! doggieholidays ! ð\n",
      "\n",
      "2757 new trending gif on , hbo, monday, frustrated, curb your enthusiasm, larry david, curb\n",
      "\n",
      "2758 once again miami west and teacher late. class was supposed to sta 10 mins ago...no one seems to care\n",
      "\n",
      "2759 it's a grey kitty~ ð±ð cats\n",
      "\n",
      "2760 this is our time to fightback against evil men such at donaldtrump and his homophobic and ego! peacein2017\n",
      "\n",
      "2761 matt you've turned very sad corner. promoting these dishonest journalists and dishonest as hell politicians\n",
      "\n",
      "2762 we're in a fight for america. the fight of our lives. at this point i'm not sure i could depend on a never trumper to have my back.\n",
      "\n",
      "2763 get down to some this wednesday. they hit mainstage friday night 00:35\n",
      "\n",
      "2764 last shift at work done, which means annual leave has officially begun. that can only mean one thing. it's time for glastâ¦\n",
      "\n",
      "2765 crazy stuff what's goin on ð«\n",
      "\n",
      "2766 pathetic how donaldtrump so easily tries to make this orlandohorror about him! ego tragedy\n",
      "\n",
      "2767 angry birds stella birds birds stella birds birdsstellabirds. time post: wed jun 15 22:42:09 ict â¦\n",
      "\n",
      "2768 make connection - sho comics - sad little princess 195 baronfig sketch drawing ink brush sho comic\n",
      "\n",
      "2769 really missing adrienne today! siblings sunny semperfi marine usmc @ marine corpsâ¦\n",
      "\n",
      "2770 when i don't want to do, or go don't pressurise me. it makes me feel annoyed\n",
      "\n",
      "2771 anyone who suppos clinton on a feminist basis only cares about white centered feminism and that's disturbing and disgustinâ¦\n",
      "\n",
      "2772 check saw your kids the other day fathers dayð\n",
      "\n",
      "2773 i feel so sorry for the business owners and the local people of marseille destroying there propey norespect animals football ð¡\n",
      "\n",
      "2774 are you black &amp; feel like the are stomping on â¦? listen retweet tampa miamiâ¦\n",
      "\n",
      "2775 when you get kicked out of macklemore :(\n",
      "\n",
      "2776 everybody has somebody and i have nobody single depression singlelife\n",
      "\n",
      "2777 when are you releasing the remix album... i'm jealous 50 people already have it ! and i don't :( jealous\n",
      "\n",
      "2778 fascism doesn't arrive doing a nazi salut.but in a sharp suit altright richardspencer trumpism dkpol\n",
      "\n",
      "2779 heading to the last day of e3 ! i'm sad the expo is almost over, but i'm so i was givenâ¦\n",
      "\n",
      "2780 create a police state. i agree. due to the 2nd amendment this is our only option now.\n",
      "\n",
      "2781 all american family who went to disney world, texted each other, called each other \"babe\". notallmuslims\n",
      "\n",
      "2782 oh my god i'm horrible i know ð appletstag me selfie smile bored hair followmeâ¦\n",
      "\n",
      "2783 people who can't take the blame for anything and then make you feel like your the one in the wrong! fuckoff ð¡ð¡\n",
      "\n",
      "2784 bus service 40 mins late!! spectators missing their athletes swim!! appalling organisation, pushing, shoving etc\n",
      "\n",
      "2785 the pa that locks the tv into it(small clip) is broken off. quoted 5 days for a new one\n",
      "\n",
      "2786 my mcm will always go to this little hotty ð monday mce holiday â¦\n",
      "\n",
      "2787 at least mom didn't need to take my phone the night before for not getting ready\n",
      "\n",
      "2788 little walk to the pub quiz! selfie summer lightleak filter eyelineronfleek\n",
      "\n",
      "2789 because they are so mean to me? ð¥ð¥ð¥ð¥ð­ð­ð­ð­\n",
      "\n",
      "2790 ð¹ present ð¹ pink flower\n",
      "\n",
      "2791 just your typical thursday feeding some random ducks!! â¤ï¸ santamonica love ducks\n",
      "\n",
      "2792 my fucking facebook page was cancelled by facebook, i lost my personal profile and my page go away togheter!!! fuck hate lost\n",
      "\n",
      "2793 less than a month until our summer festival! cvfestival\n",
      "\n",
      "2794 finally nbafinals game 6 is just an hour away af ^_^ c'mon warriors lets crush cavsâ¦\n",
      "\n",
      "2795 i hate this! he had so much potential as a housemate and he screwed it up for himself. bbuk\n",
      "\n",
      "2796 are you black &amp; feel like â¦ are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "2797 a waste of life god bless\n",
      "\n",
      "2798 olathe polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "2799 this one arrives tomorrow afternoon, the dalmore 12 year old single malt. curious\n",
      "\n",
      "2800 president jimmy caer leaving his religion due to\n",
      "\n",
      "2801 pa 2 of trumps tweets: after his \" coulda won if i wanted 2\" now using putin to project his anger cuz we hate him!\n",
      "\n",
      "2802 goodnight world sleep tight. going for a long walk tomorrow. dogwalking\n",
      "\n",
      "2803 always , never sad, that's the sign, that you are mad.\n",
      "\n",
      "2804 any of my fellow necromancers or witches visited oradoursurglane in france? i'll be blogging on it in the next few weeks. place.\n",
      "\n",
      "2805 it impossible to be and hateful of someones skin color or social status or gender and believe in god\n",
      "\n",
      "2806 drunk at the cbs lions club. yyt nfld\n",
      "\n",
      "2807 speechless.. there really are no words for such a cruel act heabroken pissedoff\n",
      "\n",
      "2808 have been seeing some really brutal attack pictures since morning. manipur\n",
      "\n",
      "2809 pray prayerrequest el shaddai nullify/cancel satan's will to &amp; thru ppl doing/planning evil on grove st andrew jamaica ijn\n",
      "\n",
      "2810 can ppl change? husband called me a \"fucking bitch\" &amp; a \"cunt\" yesterday. is this abuse? emotionallyscarred worried . now what?\n",
      "\n",
      "2811 there's no way kyrie and lbj will do it in back-to-back games. with draymond. this was an exhibition game.\n",
      "\n",
      "2812 enyoj in little things ð me chips home goodday â¤ï¸ @ bled,â¦\n",
      "\n",
      "2813 depression anixiety sorry i do restinpeace loveyou missyou wish you wa... (vine by samantha .)\n",
      "\n",
      "2814 nobody deserves to be murdered yo, i mean nobody. prayfororlando smh\n",
      "\n",
      "2815 so sad to hear the news about passed away ð¢ð¢ð¢ . . . ripchristinagrimmie â¦\n",
      "\n",
      "2816 ha ha! it's pathetic! remain just don't get it do they? brits don't like to be bullied or blackmailed!\n",
      "\n",
      "2817 priyankachopra was subjected to and she fought back hard! hollywood quantico bollywoodâ¦\n",
      "\n",
      "2818 this is so fucked up &amp; so sad\n",
      "\n",
      "2819 prayersfororlando so sad another mass shooting of all places a nightclub a place where you go to have fun and pay not to get killed\n",
      "\n",
      "2820 this has been happening for years, and now it's even harder for them to get food. so sad. ð food people help\n",
      "\n",
      "2821 i went out and these boys was really outside dancing around their car like idiots. their self esteem &amp; validation was in a car. wtf\n",
      "\n",
      "2822 ! shit sad\n",
      "\n",
      "2823 that's because hate bigotry and greed is the new religion ! makeamericagreatagain trump goppropaganda\n",
      "\n",
      "2824 bihdaygirl champers and creed this morning then surprise time! ðð¾ðªð¸ it's bloody roasting! ð¥âï¸\n",
      "\n",
      "2825 i've had pretty bad bihday weeks before, but so far this is the worst ever. ð bihdayweeksucks bithday27 theinevitable life\n",
      "\n",
      "2826 if you are hispanic black asian a non-racist white, other minority don't serve in military while in power cnn msnbc retweet\n",
      "\n",
      "2827 damn it. seriously. f'd up.\n",
      "\n",
      "2828 sad that there is so much hatred towards jews in eu &amp; xians in me. remember xians of kenya, nigeriaâ¦\n",
      "\n",
      "2829 far away, the ship is taking me far away... muse drones helsinki crazy musicâ¦\n",
      "\n",
      "2830 i can hardly wait , so\n",
      "\n",
      "2831 i hate you with all of my being. corruption bankrupt buttholemouth whiteprivelage daddygavemeamillion\n",
      "\n",
      "2832 rip ripchristina tragic worst mass shooting in u.s. history\n",
      "\n",
      "2833 it would really be so hard to \"give peace a chance\"??\n",
      "\n",
      "2834 green audit audit teamwork\n",
      "\n",
      "2835 black upenn freshmen added to racist social media account with âdaily lynchingâ calendar\n",
      "\n",
      "2836 zadiq khan should be sacked over this it's insulting to us british\n",
      "\n",
      "2837 nicesunnyblondy - na: slut xxx young hot kinky naughty horny wet shy nasty nude porn sexy\n",
      "\n",
      "2838 ist offline:(\n",
      "\n",
      "2839 ppl moan that it's all girls being shown?? fucking bull shit. are they watching the same show as me. can't watch anymore\n",
      "\n",
      "2840 is this what your university stands for? hate ignorance stupidity lies mdcollege?\n",
      "\n",
      "2841 shocked to learn from that apaheid police toured some female activists through nipple electrocution! june16\n",
      "\n",
      "2842 the lyrics of 'you're not there' by hits me so hard in the soul.\n",
      "\n",
      "2843 why would i take down my avitar?? why are you projecting hate n ??\n",
      "\n",
      "2844 no joke! i'm tired of celebrities acting like i'm threatened by them leaving. also they're too to move to mexico.\n",
      "\n",
      "2845 niggas really watching trash ass wwe over a the game 7 ???? wow\n",
      "\n",
      "2846 another sad thing about brexit &amp; eureferendum is that a family is destroyed &amp; 2 kids left without a mum disgusting â¦\n",
      "\n",
      "2847 ~ right. and a nuke in every front-hall closet? are there no limits? an eye for an eye, &amp; soon the entire world will be blind.\n",
      "\n",
      "2848 you see the driver &amp; i we're talking about africans who speak english fluently but this moron who just got on thouâ¦\n",
      "\n",
      "2849 chrishon ass low key killed this shit ð¯ð¯ðð¾\n",
      "\n",
      "2850 it's sad story :'( story phone\n",
      "\n",
      "2851 when did you stop giving real sour cream? lite anything is gross &amp; almost always worse for you than the real stuff! confused\n",
      "\n",
      "2852 this look sums up my im703boulder experience this past wkend. &amp; thankful\n",
      "\n",
      "2853 looks bad for you now donthecon\n",
      "\n",
      "2854 when you say you make mediocre videos, you're being way to flattering. why so though?\n",
      "\n",
      "2855 serious holiday blues!first day back at work ð sucked.. then i come home to an empty house ð« ð¢\n",
      "\n",
      "2856 does that have any substantive argument? trumpsters have mental problems and therefore ...\n",
      "\n",
      "2857 it's gonna be a month long time of sleepless nights as euro2016 is gonna sta tomorrow.\n",
      "\n",
      "2858 there is nothing more pathetic then seeing grown ass men on tv freaking out over men wrestling in tights and holding signs they made.\n",
      "\n",
      "2859 my hard work will eventually pay off ! aboutmynextmove workinghardnoplay . . . lord be with me ðð©ð´ð¤ð¸ð°ð³ððð\n",
      "\n",
      "2860 when you want a shi but the lines are way to long ): ð­ conceproblems\n",
      "\n",
      "2861 thank god i'm not a sharks fan. what a poor pathetic effo by them in a must win game. 2 shots only in the entire 3rd period.\n",
      "\n",
      "2862 little things make me so fianally got my order from india ð link in bioâ¦\n",
      "\n",
      "2863 the usual left wing slander of anyone who disagrees with you as 'far-right' but typical of remain liars\n",
      "\n",
      "2864 of those who say nothing, few are silent. [thomas neil] quotes news follow followme like\n",
      "\n",
      "2865 less than a week until 6days bubbles erociabritannia\n",
      "\n",
      "2866 a little disappointed lol. there is no fb in china but you can access it through vpns jobopenings teach\n",
      "\n",
      "2867 thanks for the kiss off email with not so much as sorry for the inconvenience.\n",
      "\n",
      "2868 look, xhaka and rodriquez both play the left side of the pitch, does this mean wenger will sign?\n",
      "\n",
      "2869 dear and impatient drivers around cyclists is it because you mummy and daddy never taught you to ride a bike?\n",
      "\n",
      "2870 bad news my boyfriend is confused\n",
      "\n",
      "2871 when you see something that surprises the fuck outta you and are still in shock ð±ð±âºï¸âºï¸\n",
      "\n",
      "2872 childcare attack bull game 3d: do you really think that his head was empty around the city. each side is\n",
      "\n",
      "2873 is now a datacosmologist you can become one to, join us in the data black box at 1pm nhsscot16\n",
      "\n",
      "2874 fuck the haters! ððððð¡ð¡ð¡ð¡ð¡ .\n",
      "\n",
      "2875 and you're profiling based on looks? isn't that illegal? butthu feelthebern\n",
      "\n",
      "2876 wish i was black , i could have lots of feminists shut down for &amp; homophobia\n",
      "\n",
      "2877 â eur/usd limited upside risk in near-term â - scotiabank blog silver gold forex\n",
      "\n",
      "2878 eph 4:26 \"be , and do not sin\": do not let the sun go down on your wrath,\n",
      "\n",
      "2879 only a few weeks away from the shooting days, it makes all of us utterly to see how this project is coming to life. fragilityfilm\n",
      "\n",
      "2880 you must be getting about buying yourself some new lycra round about now notlongtogo\n",
      "\n",
      "2881 i have never seen anything so utterly pathetic as a sorry for herself houdini doc who's back from having her teeth cleaned at the vet\n",
      "\n",
      "2882 you know! with such acts like this. humans don't even shock me anymore. young and tragic. drop your guns people ffs. ripchristina\n",
      "\n",
      "2883 spent all day messing around with which doesn't help when trying to run a business frustrated\n",
      "\n",
      "2884 these terrorists think they can take away our freedoms? think again you sobs. my condolences to the victim families. floridashooting\n",
      "\n",
      "2885 the picture is of me, but every piece of it is about her.... milehigh blessed chilling\n",
      "\n",
      "2886 so sick of all the pre-programmed hillbots rhetoric! enough, already!! how about unity, patriotism and love for feâ¦\n",
      "\n",
      "2887 another day, another mass shooting here in america. what happened to tolerance and respect for those with other opinions and values.\n",
      "\n",
      "2888 another missed train thanks to your outrageous delays on the hamm&amp;city line to paddington. 14 minutes. useless fail\n",
      "\n",
      "2889 people have forgotten the simplest commandment to love our neighbor. =(\n",
      "\n",
      "2890 lanasprayberry should be fired if she thinks choking a child and the wrongful arrest of the parent is acceptable.â¦\n",
      "\n",
      "2891 lil boys on that lil girl game,\n",
      "\n",
      "2892 haven't moved from this spot on couch in two days :( i feel everything falling apa. broken upset misshim\n",
      "\n",
      "2893 shame this cant be bought as an mp3 in blighty. usa, germany, france etc are possible but not here in the uk :-(\n",
      "\n",
      "2894 to hear of wendyhuntbatch's passing and the sad news about the worldparrotrefuge.\n",
      "\n",
      "2895 being a woman, ex-stanford swimmer's ex-gf, testifies in his favor, despite knowing abt d horrific crime he committed on another woman.\n",
      "\n",
      "2896 still relevant. still sad.\n",
      "\n",
      "2897 its freezing everywhere, can't believe how cold kzn isâ¦\n",
      "\n",
      "2898 what a horrible scene at pulsenightclub sending positive vibes to all the victims. pulsenightclubshooting\n",
      "\n",
      "2899 refugees and imm'ts move to to cause of the hype of hope and prosperity until they are poorer than poor.\n",
      "\n",
      "2900 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "2901 black men hate on black women the most! ... so do y'all hate y'all mommas too? ð¤\n",
      "\n",
      "2902 i would like to ask even a humble request to official plz add a button witch we use for feelings here we just can &amp; &lt;3 so..\n",
      "\n",
      "2903 counting down the days until our ss17 launch! wholesale womenswear menswear accessories sustainable\n",
      "\n",
      "2904 i am so rainraingoaway friday 5.05pm - chucking it down â¹ï¸\n",
      "\n",
      "2905 misspelling in tweets makes me disappointed i'm a deanslist student ugh\n",
      "\n",
      "2906 this is why i'm annoyed and i'm a calm person. next door dog peed on my dogs in his eyes and in me they were in a kennel.\n",
      "\n",
      "2907 girls in the world natt chanapa nu sex fuck\n",
      "\n",
      "2908 it and expose me. do it.. you mean nothing to me. expose me as the racist you say i am. i am waiting.\n",
      "\n",
      "2909 this is bizarre tragic\n",
      "\n",
      "2910 funeral brought islam in america forward 100 steps forward, alas the orlando shooter decided to take it back 200 steps.\n",
      "\n",
      "2911 what's so hard about scaling... ð devops\n",
      "\n",
      "2912 are â¦ black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "2913 oh man, been waiting for wehappyfew for so long! xboxe3\n",
      "\n",
      "2914 sitting at work, and all i can think about is game 4 tonight... nbafinals\n",
      "\n",
      "2915 brittany9 - na: slut nude sexy naughty horny xxx kinky wet porn snapshot shy nasty hot young\n",
      "\n",
      "2916 to brighten up this dull tuesday morning we want to find out which emoji you are! we think weâre the...\n",
      "\n",
      "2917 you mean this guy teammichaelpalage teamcancer\n",
      "\n",
      "2918 \" don't ever be afraid to show who you really are, because as long as you are withâ¦\n",
      "\n",
      "2919 remember when tcot whined that the media didn't go after obama full on? now it's \"unfair\" and \"childish\".\n",
      "\n",
      "2920 you're an idiot, no automatic weapons we're used at all. maybe next time do a little googling b4 tweets\n",
      "\n",
      "2921 â cow with head stuck inside tree rescued by firefighters blog silver gold forex\n",
      "\n",
      "2922 it might be 10 days late, but it is never too late to celebrate!! (late) nationaleggday\n",
      "\n",
      "2923 your debate style: 1 make up facts 2 use some lame \"not programmed to\" line 3 mute them weak patheticreally\n",
      "\n",
      "2924 will such things ever stop? orlandonightclubshooting terriblehumananimals!!! may god give strength to the families..:(\n",
      "\n",
      "2925 â cny expected to remain under pressure â rabobank blog silver gold forex\n",
      "\n",
      "2926 corruption is everywhere these days!!! even in the places you least expect it ...\n",
      "\n",
      "2927 at least for few daz i will b free frm some unwanted people and their unwanted voice tym to home\n",
      "\n",
      "2928 i feel sick! ð· these vile specimens of a human being have no shame! ð¡ sick whatswrongwiththesepeople\n",
      "\n",
      "2929 im haveing one of those days where i get mad at a leaf flying in the air .-. t-t x_x needanap oml\n",
      "\n",
      "2930 i cant believe that the account of is supsended! seriously are you fucking kidding meâ¦\n",
      "\n",
      "2931 fix the website for the love of the seven gods, people are going insane!!!!!!!\n",
      "\n",
      "2932 saddened to hear prince be has passed away.. and so very young! rip p.m. dawn rapper prince be dead at 46\n",
      "\n",
      "2933 it's about a person who change her way of living by listening a her little voice, and who seemsâ¦\n",
      "\n",
      "2934 oh no! what a news to hear that...:( ripchristina\n",
      "\n",
      "2935 outcast . . i failed but raise again â . cover singing singer song disney audioâ¦\n",
      "\n",
      "2936 stop lying about keithellison's 11 years with an anti-semitic hate group keithx dncchair antisemitism\n",
      "\n",
      "2937 i feel like summer is half way over and it's upsetting\n",
      "\n",
      "2938 islam gave them a purpose in life but they left islam so now their purpose in life is to defame islam useless ð\n",
      "\n",
      "2939 and?........it's sad that ur self woh is based on people you've never met.\n",
      "\n",
      "2940 day of funeral of someone who only sought worldpeace you can only hate loveandpeace buildbridgesnotwalls tolerance\n",
      "\n",
      "2941 watching fantasticlies . what a fucked up situation... duke dukelacross\n",
      "\n",
      "2942 &amp; the democraticpay keeps telling me that blm but i see chicago detroit &amp; every other innercity in america!\n",
      "\n",
      "2943 olathe polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "2944 â¢turned into gay-bashing, racist; very bitter about harm done by us to afghanistan(complex, but it's the old country)\n",
      "\n",
      "2945 2-most crucial times 2keep mouth shut r when &amp; while swimming. quote unknown thinkbigsundaywithmarsha â\n",
      "\n",
      "2946 wow, is $10k all it takes to buy the opinion of a member of congress? b/c that's just sad.\n",
      "\n",
      "2947 â ecb draghi: international use of euro has fallen \"slightly\" blog silver gold forex\n",
      "\n",
      "2948 lmfao pathetic soit growup funny noonethere iknowwhoitis ðððððððððððð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð±ð±ð¤ð¤ð±ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ð¤ðððððððâ¦\n",
      "\n",
      "2949 first mexico... now the warrios. icant disappointed nbafinals fathersday\n",
      "\n",
      "2950 i wanted to play pokã©mon so i turned on my gameboy color and guess what? i lost all the datas. 15 years of datas. :'( game pokemon\n",
      "\n",
      "2951 gravitationalwaves detected once again - 2 times in less than a year einsteinwasrightagain\n",
      "\n",
      "2952 it's off to watch the football game between romania &amp; france! ðð goromania\n",
      "\n",
      "2953 finally... now on to other suppos~ leagueoflegends\n",
      "\n",
      "2954 i'm thinking you need to be turned in to the secret service. your words alone are illegal.\n",
      "\n",
      "2955 it's heeeeere... nationalroseday! go get your pink on. say thegrapegirls sent you.\n",
      "\n",
      "2956 oitnb what an emotional season!!! can't believe im done already! the wait for next season will be long... love shocked rip epic &lt;3\n",
      "\n",
      "2957 you stupid mf's who discredit white privilege; this is it dummies! no texas law allows choking kids! msnbc\n",
      "\n",
      "2958 as vu fan, feel for vandenburg/family that he threw promising future away for night of deplorable behavior. feel even worse for victim!\n",
      "\n",
      "2959 . out-drawn and out-gunned by fuckin rinsepubis. weak, dude.\n",
      "\n",
      "2960 that moment when you excitedly look at your random 100 new followers in the last hour and realize they are all fake camgirls... notcool\n",
      "\n",
      "2961 12-4 shift today ain't that bad\n",
      "\n",
      "2962 emtec angry birds 4 gb usb 2.0 flash dri emtec birds 4 gb u\n",
      "\n",
      "2963 i'm moving to toronto in a few monthsð\n",
      "\n",
      "2964 know what mitch. sadly think majlr is over your head. you lash out at 1 of few last american leaders besides sessions.\n",
      "\n",
      "2965 w/ props, jesus was not black nor was he white. those who promote the hateful biggotry need to be called vile scum.\n",
      "\n",
      "2966 same day, lastyear vs thisyear. so although still have a long way to go! fitnessgoalsâ¦\n",
      "\n",
      "2967 adobemuse polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "2968 all the criticism comes from fox news they just helping out the terrorists and isis..all because they hate the potus..\n",
      "\n",
      "2969 cutemuscleboys - na: nasty wet hot young slut xxx kinky naughty porn sexy shy horny nude\n",
      "\n",
      "2970 be n healthy those who dance are considered insane by those who cannot hear the music. â friedrich nietzsche\n",
      "\n",
      "2971 might have met a nice, although similarly filthy, gentleman tonight. see where it goes\n",
      "\n",
      "2972 dark, western sciencefiction antagonizing aliens:\n",
      "\n",
      "2973 this world is so fucking racist (they asked the manager at wells fargo for here social security number just because she sounds mexican)\n",
      "\n",
      "2974 macedonia celebrates its 26th as it sinks the state deeper into crisis. no moral obligation, no sense of dutâ¦\n",
      "\n",
      "2975 people who can get time off work to go to the euros and haven't gone need to a have long hard look at their selfs!\n",
      "\n",
      "2976 my baby came back home today â¤ï¸ðð¼ðð¼ we missed each other like crazy &amp; he was only gone for 3 days ð­ð­ attachedatthehip\n",
      "\n",
      "2977 when this comes up as breaking news. poor bastard. i knew she was trouble. just shake it off. unfriend wtf\n",
      "\n",
      "2978 brother ronaldo what wrong with yu? i'm so sad fr yu and others now!\n",
      "\n",
      "2979 everyday is your day, sparkle always quote sparkle keepshining jewellery jewelmaze\n",
      "\n",
      "2980 my peach ice cream tastes like cheap ice cream even though it was v expensive disappointed\n",
      "\n",
      "2981 sad to hear about 2yr old at disney disneygatorattack\n",
      "\n",
      "2982 screaming lolathecockatoo screaming crazy hyper running windowsi... (vine by lola the cockatoo)\n",
      "\n",
      "2983 bobross paints a cabin for a little predator. cloakingdevice\n",
      "\n",
      "2984 i bought emojis so we don't have to speak to each other at all life quiet lifestyleâ¦\n",
      "\n",
      "2985 this ruined my day... seriously, why did i have to read this?? and it's not even 4 am yet, wish me a hapy dayð­\n",
      "\n",
      "2986 can not believe the sick things people do. devil sick prayfororlando\n",
      "\n",
      "2987 hard to watch colbe struggle through lame sketches &amp; interviews w/guests he's not interested in. lssc misstheoldcolbe\n",
      "\n",
      "2988 i'm not sure that meickenhorst knows what an inspiration she is to me! so that iâ¦\n",
      "\n",
      "2989 see now i would have expected the entire msr community to like and retweet this one. !\n",
      "\n",
      "2990 another and tragic news about guns in the us.... rip christinagrimmie\n",
      "\n",
      "2991 i have missed radio next week back in the game cover shows coming up!! ð»ðª radiolife missedit â¦\n",
      "\n",
      "2992 pjk: 42k suicides + an = number of overdoses hr2646 irrelevant bill thathelpsnoone end dentalcrisis\n",
      "\n",
      "2993 while i am eating breakfast, i hear the sad sounds of packing. this vacation has seemed shoer than the others.\n",
      "\n",
      "2994 white nationalist leader reveals 5 of his most horrifying hopes for america usa haters\n",
      "\n",
      "2995 trump ally wishes mad cow disease death for obama - cnn hatred insults\n",
      "\n",
      "2996 moving house today with ð scary excited newera\n",
      "\n",
      "2997 flashbackfriday racist democrats falsely accuse latina nominee &amp; raid her business just to embarrass gop prez whoâ¦\n",
      "\n",
      "2998 the immature is just trying to make a fool of xenophobe immature moron\n",
      "\n",
      "2999 hope he is ok, but i think that outcome is doubtful. unbelievable\n",
      "\n",
      "3000 yep, work can be boring, so it's good to have /positive thoughts to cheer yourself up... ð\n",
      "\n",
      "3001 we're that soloman from aswad has agreed to record a verse on our charity single songforafrica\n",
      "\n",
      "3002 diversity polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "3003 tired old chants - bored protestors. soros' checks didn't clear. trump2016 trumpdallas\n",
      "\n",
      "3004 so had the right idea in how to deal with her nasty\n",
      "\n",
      "3005 after a long wait, we finally made it here. brookline annastaqueria @ anna's taqueria\n",
      "\n",
      "3006 and if you're talking to a customer service rep on the phone, they're downright shocked if you ask how they are.\n",
      "\n",
      "3007 just looking crazy as always ð &amp;blessed\n",
      "\n",
      "3008 for fuck's sake, orlando. disappointed unsurprised\n",
      "\n",
      "3009 i got to pet a black lab and took a snap of it and sent it to my gf but she deleted it...\n",
      "\n",
      "3010 days porn movie skinny amateur sex\n",
      "\n",
      "3011 so i guess that white women aren't to blame? how does that work again?? propaganda alllivesmatter\n",
      "\n",
      "3012 someone on fb has an entire photoshoot with her completed thesis as her bae on dates. ahhh hopefully me in less than a year!!!\n",
      "\n",
      "3013 what's wrong with you? cat catsofinstagram weird weirdcat black shit\n",
      "\n",
      "3014 newmetro angry mama microwave cleaner ilovesavingsca amazon -mama\n",
      "\n",
      "3015 wife beater tries to act like a badass to pander for votes.\n",
      "\n",
      "3016 friendsarena polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places\n",
      "\n",
      "3017 so sad! so young! ripchristinagrimmie thoughts &amp; prayers to your family/friends! gonetoosoon 22 prayforchristina\n",
      "\n",
      "3018 seems spends an awful lot on marketing just to drive me to a disappointing experience. :/ use promo code:\n",
      "\n",
      "3019 trying to kick myself in gear after the bad medical news yesterday.... could use something/someone to cheer me up... feeling\n",
      "\n",
      "3020 digging into long claw following it with wee heavy ð»ð» beeroclock friday\n",
      "\n",
      "3021 a friend told me she and the car were going the same way when the car lost control and hit her from behind then was dragged\n",
      "\n",
      "3022 where to go in negros? not too far and expensive and where we can commute bc we don't have a car. ð\n",
      "\n",
      "3023 new law makes it acceptable to clip racist cab drivers round the ear: satire\n",
      "\n",
      "3024 could it be that systemicracism is impossible? real acts of racism is easier to stand up to ...unfounately, youâ¦\n",
      "\n",
      "3025 check father's day, psst mom dad wants...shoprsnet.com - fashion up for less! ...\n",
      "\n",
      "3026 in the case of the commonwealth of the internet vs the evidence proved him guilty of antisemitism , , and misogyny\n",
      "\n",
      "3027 v hard indeed to feel hopeful for our kids today\n",
      "\n",
      "3028 that alligator story is terrible. i remember swimming in the now long gone river country years ago &amp; alligators never crossed my mind.\n",
      "\n",
      "3029 now time to make plans for a 4 day adventure with my little girl ella daddysgirl\n",
      "\n",
      "3030 count down has officially begun, 2 weeks til houston ð¤ð½\n",
      "\n",
      "3031 half my day is over with the other half soon to begin thought i'd tell a friend i'm coming home again packing readyfamily\n",
      "\n",
      "3032 what a massive disappointment is. suppoing a racist mysogonist liar like unfollow and dislike.\n",
      "\n",
      "3033 cnn: \"the father tried wrestling the toddler from the gatorâs mouth at the man-made lake near orlando\" irrelevant anyway\n",
      "\n",
      "3034 mtv went fullretard on video nzpol auspol merkel retard for hispters mansplaining svpol theview\n",
      "\n",
      "3035 video shows white texas cop arresting black mother who repoed assault on her son blaâ¦\n",
      "\n",
      "3036 aloha friday tasty hawaiian poke bowl ð bonito with black tahitian rice shangri la paris ð¼\n",
      "\n",
      "3037 , hbo, monday, frustrated, curb your enthusiasm, larry david, curb\n",
      "\n",
      "3038 if you're ever having a hard time- just watch this. you will be you did. ðð»\n",
      "\n",
      "3039 dear white boys in the big trucks: i know your compensating for your small dicks but tailgating will not help you with that ð ð &amp;small\n",
      "\n",
      "3040 fuck you you homophobic misogynistic xenophobic whitesupremacist you may have fooled some but not the majority\n",
      "\n",
      "3041 - if he was such an man... she may have been afraid of him... has anyone found out if she was a willing pa of the plan?\n",
      "\n",
      "3042 wow. i really ate the last of the fried chicken.\n",
      "\n",
      "3043 astonished to find 3 little boys aged 12 died on the 9th of june 1855 wonder what happened ?\n",
      "\n",
      "3044 this makes me so angry ... hang the diy fuckers sick 24hoursinpolice\n",
      "\n",
      "3045 i'm gonna try to not buy any restaurant food at all this week and just cook at home. i'd save at least $50 smh\n",
      "\n",
      "3046 cancelled my flight for tomorrow and only option to marseille has me missing the eurocup2016 match!!!!! not acceptable\n",
      "\n",
      "3047 finally a very impoant project of mine which kept me busy lately is finalized, i can begin to so out all the other things .\n",
      "\n",
      "3048 i hate rains..it turns sad whiny me into a soul\n",
      "\n",
      "3049 behind every cautious woman is a man who lied, cheated and broke the promises he made her. quotes\n",
      "\n",
      "3050 may have the meat but not compassion or patriotism. even has flag at half staff. smh.\n",
      "\n",
      "3051 healthspo polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "3052 fathers day cat daddies slithering down the steps via\n",
      "\n",
      "3053 your comments about mrs. obama are offensive and fuher confirm that you are a racist jackass. idiot\n",
      "\n",
      "3054 when you think of the past thoughts ðð pastnowsucks\n",
      "\n",
      "3055 i hate summer so much. can it get dark out please.\n",
      "\n",
      "3056 . the difficult balancing act for working mothers with small babies..\n",
      "\n",
      "3057 its not available i'm\n",
      "\n",
      "3058 a wasted statement by you cannot believe a word he says i'm afraid.\n",
      "\n",
      "3059 ending 2016 smoking reefers, going crazy, and listening to negro music. eat that, mr anslinger. cannabis swingtanzenverboten\n",
      "\n",
      "3060 sad attempt to gain recognition from the joe ie brigade coybig irl ireland\n",
      "\n",
      "3061 frenchultras are wankers and so are the russian, english hooligans. why do these fools always spoil the game?\n",
      "\n",
      "3062 â 4 reasons images may be slowing down your wordpress blog silver gold forex\n",
      "\n",
      "3063 this day one thing make me sad ,because the people from taiwan hu jimin and his members.it's bad to them jimin bts â¦\n",
      "\n",
      "3064 and it's wednesday! and so single asian inspired workaholic @ rosario drive, qc\n",
      "\n",
      "3065 the biggest diss i hear is oooo your dark ya and??.. that's not a diss that's the truth like seriously?? it's\n",
      "\n",
      "3066 wellybel - na: xxx sexy slut nasty porn naughty hot young wet kinky horny shy nude\n",
      "\n",
      "3067 i lost a foune on the pougal vs iceland game, had some concerns when they announced the big line up changes, still so much lost\n",
      "\n",
      "3068 the website appears to be down\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3069 //i dont fucking understand why people just deleted their replies to me and stopped sl! i'm too bad for you? say it to me directly!\n",
      "\n",
      "3070 says the guy voting for a candidate under fbi investigation...bowing down to the clintons.\n",
      "\n",
      "3071 sad - marrying a palin should be automatic forfeiture of a moh.\n",
      "\n",
      "3072 why do i always feel so numb, empty and alone? sigh alone lonely depressed numb\n",
      "\n",
      "3073 prayfororlando lgbt pray equality this is so sad please pray for those ... (vine by edits for realâ¤ï¸)\n",
      "\n",
      "3074 and if you feel like yo bitch getting fucked , then leave ! ð¯ð¯ national sex day .\n",
      "\n",
      "3075 the league should allow teams to dock players game checks. no one on gs but steph would be getting a paid for this game.\n",
      "\n",
      "3076 is that ppl are so spiritually blind so as to not see socialism as coveteous idolatry. ccot\n",
      "\n",
      "3077 just watched agirllikeher n don't knw what 2 say. wasn't dat bad 4 me but i do knw what it's like 2 b bullied like dat. â¦\n",
      "\n",
      "3078 sentlel no offence but i find my self very bored on sunday afternoons i used to look forward to this day but now ay for days\n",
      "\n",
      "3079 we might be going to hell, but we're not surprised at versace\n",
      "\n",
      "3080 when i won at the got and the game of bones! throne waybackeednesday @ holland parkâ¦\n",
      "\n",
      "3081 came back to home. turn on the news. crying for orlando there is no reason to shoot someone no matter what! gun violence has to stop\n",
      "\n",
      "3082 can you relate? sleep migraine spoonie pain chronicpain sick invisibleillness truth realtalk awake httâ¦\n",
      "\n",
      "3083 . as shareholder bad enuf see/experience complaints on googleplay abt app fail then u submit 2sharia !\n",
      "\n",
      "3084 let's say it plain and simple: these are two dogs.\n",
      "\n",
      "3085 game of thrones time\n",
      "\n",
      "3086 go fuck yo own assholes dumb mafuckas!!! ððð\n",
      "\n",
      "3087 be crazy!! be different!! people me entrepreneur globalcitizen businessâ¦\n",
      "\n",
      "3088 day 9: this place we live makes me . sorry for cheating with a picture from a few days ago emc21day\n",
      "\n",
      "3089 arin_thailand: [fantaken] 160618 arin's day mini fanmeeting [â©bojogo33] ohmygirl ì¤ë§ì´ê±¸ windyday arin ìë¦° â¦\n",
      "\n",
      "3090 not sleeping till i at least watch one episode of oitnb tonight.\n",
      "\n",
      "3091 just sitting here at my job thinking about how blessed i am to be staing a new life in kentucky! anxious nervous ðð¾âºï¸\n",
      "\n",
      "3092 i'm literally right next to you dramatic cprceified\n",
      "\n",
      "3093 sick badger dorset wife brought gloves &amp; blanket drove the sqeuling guy to vet but nothing could be done\n",
      "\n",
      "3094 every girl does. cinderella qotd random followme wattpad quote wattpadquote girlsâ¦\n",
      "\n",
      "3095 just trying to not break down right shocked heabroken orlandohorror\n",
      "\n",
      "3096 sorry for the selfie spam ðð gameday straighthair makeup selfieâ¦\n",
      "\n",
      "3097 selfie sticks make me angry. that is all.ð¡ selfiestick\n",
      "\n",
      "3098 the nc \"monster law\" made by republican lawmakers that disenfranchised black voters \"with near surgical precision.â¦\n",
      "\n",
      "3099 i hate when my family makes fun of lgbt. it's &amp; wrong. just pick who you want. same as man &amp; woman. or you can be husband and wife.\n",
      "\n",
      "3100 when someone reaches out to offer you a performance but you already have prior singing commitments :-(\n",
      "\n",
      "3101 green audit audit teamwork\n",
      "\n",
      "3102 seriously? what next? calling out for the pope? sick\n",
      "\n",
      "3103 &amp; these fucking idiots are running for president??\n",
      "\n",
      "3104 you know what makes it even worse about celtic fans making up fake profiles to speak to themselves about rangers. it's a saturday night\n",
      "\n",
      "3105 what will happen when theshield is in the ring together again tonight the wait is almost over because it is next on raw\n",
      "\n",
      "3106 broke the â£2000 barrier today.10 days before i sta.pls and sponsorme a little petrified ð\n",
      "\n",
      "3107 i'm going to be poor for the next year but it'll be woh it in the end nextchapter\n",
      "\n",
      "3108 sad attempt to gain recognition from the joe ie brigade coybig irl ireland\n",
      "\n",
      "3109 getting ready for the game!!! lets go boys!!!! diemannschaft gerpol\n",
      "\n",
      "3110 behind every 'just joking' is a little truth! quotes news follow followme like\n",
      "\n",
      "3111 nice1girl - na: horny slut kinky nude hot nasty sexy porn naughty snapshot xxx young wet shy\n",
      "\n",
      "3112 fast and serious ð¢ weekend river spo skate cruiser pic picoftheday photo paris â¦\n",
      "\n",
      "3113 foxnewssunday your panel of anti-trump pundits felt like an obviously pathetic attempt to sway undecided voters from suppoing trump\n",
      "\n",
      "3114 17 crazy things women couldn't do in 1960 complementarianism complementarian\n",
      "\n",
      "3115 youâve hunted a deer with a 30 round caridge? ban hunting guns too?\n",
      "\n",
      "3116 it was always going to be the main debating point, easy to blame all our ills on foreigners rather than bad management\n",
      "\n",
      "3117 girl my panties were wet -\n",
      "\n",
      "3118 is my favorite show, but the live finales are always painful to watch. no one can hear each other &amp; it's super awkward.\n",
      "\n",
      "3119 yes, had plenty of bad advices in past-no steamg, no scrubbg &amp; some petroleum jelly skincare. and be too!\n",
      "\n",
      "3120 you areclueless buddy regarding long standing american policy. you comments are reflections of ignorance and\n",
      "\n",
      "3121 woman gets shagged by black man adult riders\n",
      "\n",
      "3122 scrutinize savor &amp; dispose unbelievable chosen headlines in 'revolution against racism: humanity'\n",
      "\n",
      "3123 anyone recognize the late night bandit who took forks from a bike for his &amp; some of our bike station tools?\n",
      "\n",
      "3124 sad! no huge crowd here!\n",
      "\n",
      "3125 how to defeat ugly prejudice. lgbt life business\n",
      "\n",
      "3126 thanks for exposing another dark &amp; ugly side of punjab. i hope bjp will shed denial mode &amp; act\n",
      "\n",
      "3127 this is a very bad day everywhere! this shit has to stop! unbelievable\n",
      "\n",
      "3128 proof blocked *me*! astounding, ludicrous *and* pathetic. to think i respected them jokeonme smh\n",
      "\n",
      "3129 that's both and hysterical! i'm kind of afraid of you now for having come up with something like that. ð§\n",
      "\n",
      "3130 payintheusa polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "3131 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "3132 so ! people can be so cruel!\n",
      "\n",
      "3133 a saturday afternoon well spent at cake festival lategram outandabout ootd @ nairobi,â¦\n",
      "\n",
      "3134 i hope that in every single day of the your life, will not fail never happiness, cheerfulness and smiles. â¦\n",
      "\n",
      "3135 typical lying leftist! thats slander of a grp! christians dont kill 4 christiaâ¦\n",
      "\n",
      "3136 ð i'll be behind the sofa ð too scared for f1 stas these days, i'm getting too old! nervous canadiangp teamlh\n",
      "\n",
      "3137 we really are the worst. entitled.\n",
      "\n",
      "3138 about a new season of curbyourenthusiasm funny hysterical\n",
      "\n",
      "3139 f*** this ð¦ðº government that deliberately toures refugees. we just had a coronial inquest into hamid's death &amp; business as usual\n",
      "\n",
      "3140 twinklatinboys - na: slut snapshot hot nasty naughty sexy horny shy porn nude kinky xxx y...\n",
      "\n",
      "3141 don't feel over someone who gave up on you, feel sorry for them because they gave up on someone who...\n",
      "\n",
      "3142 after my massage, i found out that my cavs are down. sana hindi na lang natapos massage ko.\n",
      "\n",
      "3143 when is his crap going to stop?orlando needs to do something along with the american people.\n",
      "\n",
      "3144 the walking dead has brainwashed america. unhealthyobsessions\n",
      "\n",
      "3145 if you follow me for my body, you are selfish. i just want to live a normal life.. depressed in 2016 loveme imsecretlyhorny\n",
      "\n",
      "3146 while neonazi and altright attack fellow americans with and hate the real enemy laughs at our gates. putin\n",
      "\n",
      "3147 count down to the arrival of our patrons. newchapters wtks\n",
      "\n",
      "3148 heâs extremely - 9 signs that he's cheating and lying\n",
      "\n",
      "3149 findingdory finally. 13 long years of waiting and anticipation and it's here!!!\n",
      "\n",
      "3150 alabama victoria secret shoppers face racial discrimination (video) cwt... via\n",
      "\n",
      "3151 seriously?? have some respect!!\n",
      "\n",
      "3152 left leg of the injured tooise replaced with a sliding door wheel.he runs faster than other 49 matestoi pet\n",
      "\n",
      "3153 are â¦ black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "3154 chick gets fucked c thomas howell naked\n",
      "\n",
      "3155 so orange is the new black has released all 13 episodes...clearly i won't be doing any work this weekend ððð»ð oitnb\n",
      "\n",
      "3156 we are bad at selfies. selfie sillyfaces cool datenight longhairdontcare boyâ¦\n",
      "\n",
      "3157 having fun with em2016 croatia won the game and we are soccer inlovewithcroatiaâ¦\n",
      "\n",
      "3158 i went to a trump rally. heard people shouting 'lynch the nigger' when obama was mentioned. not a nice group.\n",
      "\n",
      "3159 i'm funny in spanish, i fail in english\n",
      "\n",
      "3160 when hate has a champion, those filled with hate are free to come out from the shadows. orlando pulseshooting\n",
      "\n",
      "3161 sick sick individual like, he went on to tweet that it was funny. sums up the mentality really\n",
      "\n",
      "3162 these hoes don't gaf about you or your life... that girl ain't been dead for a month yet and now the pay at g5 ð¤ð¤ð¤ð¤ smfh\n",
      "\n",
      "3163 livelypics: don't let yourself be controlled by three things: people, money, or past experiences. motivation\n",
      "\n",
      "3164 this guy is a lunatic. an angry....ignorant....and vicious man!\n",
      "\n",
      "3165 fl woman screaming racial slurs aims gunâs laser pointer at black mcdonaldâs customer â¦\n",
      "\n",
      "3166 republican leaders block gay-rights bill after orlando attack sick\n",
      "\n",
      "3167 it's 2016. we shouldn't be afraid of who we love. i'm so sad about what happened in fl. why do people hate so much? prayersfororlando\n",
      "\n",
      "3168 tired!!!! it's been a long day...tomorrow will be longer but can't wait for peaklha\n",
      "\n",
      "3169 never look down unless you're helping them up! outlanderfanmilyð kindnessmattersð's\n",
      "\n",
      "3170 studio attack bull game 3d: do you really think that his head was empty around the city. each side is sup\n",
      "\n",
      "3171 this is when leftiesðshow mental deficits of comprehension &amp; rational thinking.\n",
      "\n",
      "3172 been dieting for 2.5 weeks now. staed at 14.7 stone, down to 13.8 stone!!!ð³ððð weightloss slimfast 3aday fattynomore!!!\n",
      "\n",
      "3173 major it issues. wasted loads of time trying to book online. knock off the 10ppm charge to use the phones please!!\n",
      "\n",
      "3174 they wanna be taken serious but then they sign cm punk to a bigger contract then veterans\n",
      "\n",
      "3175 milkyway24 - na: kinky slut porn xxx nasty young naughty shy wet sexy hot horny nude\n",
      "\n",
      "3176 anyway, weighed myself &amp; i'm officially back to 100.0 lbs. i lost every single pound i gained in the last 3 years. ðª\n",
      "\n",
      "3177 a few images from my day at bugs sunshine\n",
      "\n",
      "3178 udtapunjab in today's paper. bjp , no one is defamingpunjab it's already defamed. wake up,it's never too late\n",
      "\n",
      "3179 even the sky is unhappy today skyporn clouds sky skies unhappy cloudsâ¦\n",
      "\n",
      "3180 parenting an , anxious or over-the-top kid? get help! bloomparenting\n",
      "\n",
      "3181 stop this shit. we have iphones for a reason. keep it like a fuckin iphone you assholes\n",
      "\n",
      "3182 â united kingdom niesr gdp estimate (3m) up to 0.5% in may from previous 0.3% blog silver gold forex\n",
      "\n",
      "3183 shine on you crazy diamond summerisbetter ðâottawa ottawaigers @ ottawa, ontario\n",
      "\n",
      "3184 ðððððð when fake fantasists are caught out and hav no â£! hilarious ! they tried a year ago! desperate!!! luv it! life nobody\n",
      "\n",
      "3185 hate wishing my life away but oooh i am so bloody excited! the next month or so needs to hurry up!! newadventures\n",
      "\n",
      "3186 cont. so that was father's day almost a disaster. hermes are a useless courier. asos useless (pa 2)\n",
      "\n",
      "3187 it's pathetic for the so-perceived ems bigwigs to lead a smear campaign against a comrade on baseless fb allegations. .\n",
      "\n",
      "3188 i can walk a little, so my friends will take me out tonight after 5 days locked in the house **\n",
      "\n",
      "3189 no,we can see they have been instrumental in promoting false narrative &amp; abetting divisive blm agenda.\n",
      "\n",
      "3190 this is outrageous! no!!! animalwelfare barbarian outrage stopcrueltytoanimals\n",
      "\n",
      "3191 finding life inside the illusion. for d lack of any other choice.\n",
      "\n",
      "3192 is basically an incompetent mental retardo who is losing to a seasoned criminal.\n",
      "\n",
      "3193 fuck land, i'm on a boat, motherfucker! âµï¸ð lonelyisland imonaboat yacht tenerife\n",
      "\n",
      "3194 you can never be if youâre trapped in the past and fearful of the future. living in the present is the only way to be happy.\n",
      "\n",
      "3195 pray for bran stark\n",
      "\n",
      "3196 today it's beirut and orlando. tomorrow people will do horrible things somewhere else. as long as there are people it won't change..\n",
      "\n",
      "3197 udtapunjab in a few hours! bdayweekend goodvibesonly\n",
      "\n",
      "3198 i hate rere\n",
      "\n",
      "3199 another sneak peak at this weeks little project handcramp caligraphy fineliners\n",
      "\n",
      "3200 3 bottles eh dug and he stas telling us he was already dead before them deep\n",
      "\n",
      "3201 tumblrlife polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places l\n",
      "\n",
      "3202 \"black lives matter bml except for mine apparently\". have the patience 2 watch this all the way through jo\n",
      "\n",
      "3203 a yg stan i can't vote all of them whaiiieeeee it's so hard thestruggleisreal\n",
      "\n",
      "3204 the disgusting display of thirst is real with them and it's\n",
      "\n",
      "3205 oh - ur killing me! craving a salad with my nbafinals game, but no guac left? no bueno\n",
      "\n",
      "3206 this's insane acts by koreans. they will trample national flag of other nation. it's clearly . rapeculture\n",
      "\n",
      "3207 sick world but with cameron, trump, johnson etc what do we expect this referendum has fired people up on both sides\n",
      "\n",
      "3208 noticed how some things make you bitter? do this to be at all times. sta by forgiving others and yourself\n",
      "\n",
      "3209 for rohingya, fear and forced marriages trafficking heabreaking | the new york times via\n",
      "\n",
      "3210 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... qua\n",
      "\n",
      "3211 now that bfestbuzz is winding down, get for harrypotter relivethemagic friday 6-24 wizards muggles bnhp readthemagic ðð©ð°\n",
      "\n",
      "3212 a very sad year ð¢ ripantonyelchin rip antonyelchin whatayear\n",
      "\n",
      "3213 gonna spend time with the kids an mom.w well see how i sleep with out him there it maybe weird emotional\n",
      "\n",
      "3214 not really happy with the eng lineup and shape, but hoping to be proved wrong. euro2016\n",
      "\n",
      "3215 \"someone came in late to see me i'm the happiest girl.\" ð¼ðððð´ â° â° â° world naturalbeautyâ¦\n",
      "\n",
      "3216 mate try addressing my argument rather than trolling me? staups rude\n",
      "\n",
      "3217 everyone ask why they endorse such blatant\n",
      "\n",
      "3218 free girls pic galery girls fucked\n",
      "\n",
      "3219 50 people killed in orlando unbelievable\n",
      "\n",
      "3220 cctv appeal after horrific attack in norrisgreen\n",
      "\n",
      "3221 it's never too late to have a childhood\n",
      "\n",
      "3222 allahsoil marx's revolution occurredâjust not how he expected it to. â¦ â¦ teambtsâ¦\n",
      "\n",
      "3223 just want to say i miss my little boy king every day but today i was missing one son today king\n",
      "\n",
      "3224 jackblair - na: wet snapshot shy hot kinky horny naughty xxx nasty nude sexy porn slut young\n",
      "\n",
      "3225 when the only person to blame for your bad day is yourself. regret upset unhappy â¦ htâ¦\n",
      "\n",
      "3226 believe me u will always be a pa of mine till my day comes too the silly dances, u trying to twerkð ripjulimuffn httâ¦\n",
      "\n",
      "3227 forever sad. forever apathetic. forever alone. me selfie lonely alone apathetic girlâ¦\n",
      "\n",
      "3228 those annoying fake porn followers. get the fuck out of here! no, i don't want to pull your hair and do other things aâ¦\n",
      "\n",
      "3229 igersbnw attack bull game 3d: do you really think that his head was empty around the city. each side is s\n",
      "\n",
      "3230 weekend spent with some of my faves\n",
      "\n",
      "3231 eyebrow game so weak\n",
      "\n",
      "3232 rebellion in the uk? when you dontbuythesun &amp; all those rags that only spread tories propaganda, fear, hatred,â¦\n",
      "\n",
      "3233 cant believe i was in the same venue as chris and didnt see him. not just disappointed\n",
      "\n",
      "3234 watching angry birds birds birdsmovie\n",
      "\n",
      "3235 why is every celebrity here when you can't go, going to cry so much when i see the show on snapchat. i hate my life thekianandjctour\n",
      "\n",
      "3236 now playing : moon ate the dark - \" capsules 11\" on melancholy melancholymusic\n",
      "\n",
      "3237 today i broke my previous running record of 4.8 km . new record is 6 km. ð\n",
      "\n",
      "3238 its been a shitty week very sad latley.. ness weak lostboy ruthb cheerup\n",
      "\n",
      "3239 i found via how to train your dragon the serpent's heir by is due feb 28 2017.\n",
      "\n",
      "3240 \"green book\" \"sundown towns\", route66 guide a reminder of that faced travellers under us segregation\n",
      "\n",
      "3241 boring ella padamum pathachu so iethumatum tha pakale now birds â watching the angry birds movie\n",
      "\n",
      "3242 ever notice how much scum trump hires ?\n",
      "\n",
      "3243 lonely knowing that his anger cost him everything dear in his life, he lost his determination.\n",
      "\n",
      "3244 nobody helping since days for complaint ref 3818 nothinglikenew mensfashion centralatdahisar\n",
      "\n",
      "3245 hoping to relax but i guess not :/ annoyed\n",
      "\n",
      "3246 game play and graphics are out of this world so far! can't wait to see what else they have for us\n",
      "\n",
      "3247 . just delete your account, shallow , and go away.\n",
      "\n",
      "3248 ok but seriously can shoe stores please sta carrying men's shoes in sizes smaller than 7 because i am so and tired\n",
      "\n",
      "3249 that is a disgusting thing to say by u totally unacceptable your parents must be proud\n",
      "\n",
      "3250 i feel so hard\n",
      "\n",
      "3251 we gotta stay humble sy...sike who i'm kidding, fuck the warriors! ððð\n",
      "\n",
      "3252 gee those look like empty seats to me at a rally. neverump\n",
      "\n",
      "3253 some people want to sound woke and outraged sooo bad w no idea what they are talking about just repeating tweets and popuâ¦\n",
      "\n",
      "3254 i've just waited half an hour for a bus to come. x43 to skipton was due at one and didn't arrive until half past.\n",
      "\n",
      "3255 you are gay we know change game modes!\n",
      "\n",
      "3256 onpoli wsib cuts are 'devastating' injured workers via\n",
      "\n",
      "3257 have you all put that in angry even though you make with guys. make\n",
      "\n",
      "3258 i'm afraid imma need longer sessions than my normal sessions. loool enjoyment gymtime\n",
      "\n",
      "3259 factsguide: sad truth! motivation\n",
      "\n",
      "3260 beauties with broken heas . ð£ð£ð£\n",
      "\n",
      "3261 â aud/jpy fails to resist above 80 yet again, risk-off weighs blog silver gold forex\n",
      "\n",
      "3262 when you would die for someone but they blame you cos your neighbour completefuckup i would died for him gutted stupid neighbour\n",
      "\n",
      "3263 orlandonightclubshooting disgusting shocked\n",
      "\n",
      "3264 i miss my boyfriend already relationshipgoals missing\n",
      "\n",
      "3265 i'm a tx republican, orlando was a hate crime. the people at pulse were targeted because they were lgbt.\n",
      "\n",
      "3266 i'm so anal i can't get into bed unless my bed was made that day, and if it's not perfect when i get in bed i'll remake it. ðððð\n",
      "\n",
      "3267 police: philadelphia woman allegedly confesses to suffocating infant son and toddler daughter wit... via\n",
      "\n",
      "3268 folded like a tent only someone as ruthless as hillary can beat her.\n",
      "\n",
      "3269 i'm weak ðððð 3-2\n",
      "\n",
      "3270 what happened in orlando was horrific, omar mateen.. (i have no words) but was no way terrorism. what happened today was ripjocox\n",
      "\n",
      "3271 new post up on happy curious life! link in bio. . . . . . . . sad anger jealousyâ¦\n",
      "\n",
      "3272 ramadan day 9 can't believe i made it this far! thirsty hungry tired @ the sandwichâ¦\n",
      "\n",
      "3273 he could have killed 100âs of people. nothing is gonna change the gun laws in the us. nothing. pulse orlando guncontrolnow\n",
      "\n",
      "3274 study history, a gop president spawned isis. fearing you'll be booted, you're desperate; you play the \"trump\" card.\n",
      "\n",
      "3275 me before you, maybe i'm still crying over it\n",
      "\n",
      "3276 . so sorry to read this after so much pain\n",
      "\n",
      "3277 me after a shower &amp; coconut oil rub down. &gt;\n",
      "\n",
      "3278 whoa... that's tough... make america gr8 again!! wrongsideofhistory islamicpeoplefreeyourselves\n",
      "\n",
      "3279 it's never too late - never too late to sta over, never too late to be ...-\n",
      "\n",
      "3280 on ya prince charles! - issued veiled warning over trump and return to 'dark days of 1930s' princecharles\n",
      "\n",
      "3281 a&amp;e pulls controversial reality show about the kkk after learning producers paid hate-group members hate\n",
      "\n",
      "3282 anc is quick to shit themselves over zille's comments as , but do noting about these black racists.â¦\n",
      "\n",
      "3283 racism in america: 'kill obama' and 'muslims not welcome here' signs in new mexico draw criticism -â¦â¦\n",
      "\n",
      "3284 it's finally finished! the kids are so even a little rain would not hold them backâ¦\n",
      "\n",
      "3285 this is my place, by his sideâ¤ï¸â¤ï¸ everyday i'm blessed by his face and friendship!ðloveâ¦\n",
      "\n",
      "3286 it's finally here! a weekend of spoing activities at come down and show your suppo! ð\n",
      "\n",
      "3287 up late....i am tired but i can't sleep. my eyes are swollen from crying. my brothers and sisters ð­ð¬ðð¼ðð¢ prayfoheworld pulse help\n",
      "\n",
      "3288 your inability to accept the facts about omar mateen's miscegenation genocide, ie orlando49, is infamous,\n",
      "\n",
      "3289 the angst this must be causing: 'i want to yap about evil muslims but they were evil gay people so i'm just so confused'\n",
      "\n",
      "3290 with few_persons :/ â feeling angry\n",
      "\n",
      "3291 i miss when my friends played xbox :(\n",
      "\n",
      "3292 wellybel - na: xxx sexy slut nasty porn naughty hot young wet kinky horny shy nude\n",
      "\n",
      "3293 i'll never understand how someone can just decide to walk up and take someone else's life. no reason, no logic, just plain hâ¦\n",
      "\n",
      "3294 listening to sam cooke in this ridiculously packed pavillion's to help keep me calm breathe procrastinate shitshow\n",
      "\n",
      "3295 we all have that funny looking side hidden ðððð ohh ugly myself puntacana funny\n",
      "\n",
      "3296 babies fisher-price fastfinder dome backpack diaper bag - black bouncingbaby\n",
      "\n",
      "3297 globalists/obama/hillary try 2 destroy 1st &amp; 2nd amendment. let's put trump in wh now!!\n",
      "\n",
      "3298 the cavs game plan worked.... i'm srry the nba game plan worked.... suspend green, and the cavs win smh this is pathetic nbafinals\n",
      "\n",
      "3299 my radio show is in less than an hour !!! hype exclusive check it out at\n",
      "\n",
      "3300 why me . why does it always have to be me emo black why\n",
      "\n",
      "3301 bored with my old look, thought i needed something fresh makeover geek brighton coffeehouse newlook\n",
      "\n",
      "3302 its really hard to face the reality :( :(\n",
      "\n",
      "3303 selfie while waiting waiting bored hungry crazy superhungry tiredofwaitingâ¦\n",
      "\n",
      "3304 indeed typical scumbag riding the trumphate machine sic.\n",
      "\n",
      "3305 runningclub attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "3306 understand this, my dear brothers and sisters: you must all be quick to listen, slow to speak, and slow to get angry. saturday!\n",
      "\n",
      "3307 hillarylove - fuck: xxx nasty wet slut shy hot naughty young sexy nude horny porn kinky\n",
      "\n",
      "3308 babe wtf i thot we were gonna do that the first time we meet &lt;/3\n",
      "\n",
      "3309 thursdaythoughts surfsup silly beachlover\n",
      "\n",
      "3310 feel rage of angry blue shark gplay : hungry shark games android theamericans\n",
      "\n",
      "3311 not able to sleep, flight tomorrow after noon... mozlondon\n",
      "\n",
      "3312 and what will come of this talent as a nation you let them down â£â£â£\n",
      "\n",
      "3313 i guess some girls need to use a creepy man to pay for things they can't afford bc they aren't independent enough to get it themselves\n",
      "\n",
      "3314 sounds like a way too expensive mexican restaurant....\n",
      "\n",
      "3315 so sad what happened in orlando! please pray for the families of those victims killed! john 15:12!!! orlando john1512\n",
      "\n",
      "3316 knuckles scared cry dark knuckles (old)\n",
      "\n",
      "3317 wow i'm on the other side of the world by myself\n",
      "\n",
      "3318 ó¾¬chill time with my fave guilty pleasure and a wee vinoó¾¦ bliss metime chill â watching keeping up with the kardashians on e!\n",
      "\n",
      "3319 watching this nbafinals hus my soul. i want it so bad for lebron, and the cavs. but gs bench looking like allstars to theâ¦\n",
      "\n",
      "3320 4 small things you can change that will make you immeasurably happier -\n",
      "\n",
      "3321 if i find out that you're cheeky to my grandparents again,i will rip your throat and tongue out annoyed\n",
      "\n",
      "3322 despite my prior worries, i am so grateful that my work lets me give back to my family. even a little bit.\n",
      "\n",
      "3323 how? (did it get that bad).. what? (did no-one notice??)..why?... why?.. hate. hate does that jocoxmp insipid tragedy tolerance\n",
      "\n",
      "3324 nothing would be more dangerous than to give putinschoice the impression we accept stopracism boycott?â¦\n",
      "\n",
      "3325 my night consists of watching orange is the new black netflix\n",
      "\n",
      "3326 fake activist !!!%&amp;$/\n",
      "\n",
      "3327 is this what your university stands for? hate ignorance stupidity lies mdcollege?\n",
      "\n",
      "3328 see my previous tweet. all leavers are now muderous racist savages according to polly. had enough today going to bed. .\n",
      "\n",
      "3329 just got done threatening my coworker to give me money and he says \"black male is illegal\" smh really\n",
      "\n",
      "3330 a sunday well spent brings a week of content. sunday have a twogud time ð\n",
      "\n",
      "3331 missing youð hangout qualitytime longtimenosee loveâ¦\n",
      "\n",
      "3332 when a facemask can run you the risk of looking unintentionally . :/ @ moredun, edinburgh\n",
      "\n",
      "3333 one can't know how hard to be a father untill they become. someday we'll realise it. fathersday\n",
      "\n",
      "3334 absolutely disgusting and no need euro2016\n",
      "\n",
      "3335 when pas of the gene pool fail. !\n",
      "\n",
      "3336 all this hate &amp; violence during a time when we should all be accepting each other prayers for all confused orlando ripchristina\n",
      "\n",
      "3337 queen evil's bihdayðlnic lnicjustanevilbday bihday suit evil love yolo swag doitfohev...\n",
      "\n",
      "3338 woman's dangerous ðâ¤ï¸ goodbyesummer flowers like like loveyou cousin day sayâ¦\n",
      "\n",
      "3339 the secret of being is accepting where you are in life and making the most out of everyday. beinspired\n",
      "\n",
      "3340 racial profiling by in cologne. such disgusting...\n",
      "\n",
      "3341 rafa out in 1st round in aus open, injured after 2nd round in roland garros &amp; ruled out of wimbledon meandmylife\n",
      "\n",
      "3342 it already seems so long ago! tired pooped energized brooklyn aobff16\n",
      "\n",
      "3343 broken buffalo simulation: buffalo for you to take in the vicinity of their homes to do. in this way, you\n",
      "\n",
      "3344 punjab from green revolution to drug revolution couesy , akali congress à¤«à¤¿à¤° à¤­à¥ à¤¦à¥à¤¶ à¤¬à¤¦à¤² à¤°à¤¹à¤¾ à¤¹à¥ à¥¤ udtapunjab\n",
      "\n",
      "3345 repost - truth tearsfohosewelost ã»ã»ã» unable to digest the hateâ¦\n",
      "\n",
      "3346 when you loose someone unexpectedly... ð¢ death bleeh hu shocked\n",
      "\n",
      "3347 and unhappy heat map of the human body\n",
      "\n",
      "3348 are you so bitter because you're a minoritypresident who lost the people by 3 million? maga impeachtrump\n",
      "\n",
      "3349 by the time a man realizes that maybe his father was right, he usually has a son who thinks heâs wrong. father day\n",
      "\n",
      "3350 and thats why nba will forever be behind soccer, football, baseball, and hockey. actually behind boxing toooð¤ð\n",
      "\n",
      "3351 i heard attendance has been down at your events. what a shame.\n",
      "\n",
      "3352 this is awful! just slap on the face to americans hey my neighbor black just bought a $700,000 house. we r soâ¦\n",
      "\n",
      "3353 some cracking material coming up in the next two weeks, we'll likely be winding down for our big redesign after that.\n",
      "\n",
      "3354 is basically an incompetent mental retardo who is losing to a seasoned criminal.\n",
      "\n",
      "3355 can't wait to sta gettin my shit together. future goals\n",
      "\n",
      "3356 mayb he just is disgusted by me cause he never texted me\n",
      "\n",
      "3357 come on , stop making clinton viable. stupid seems to be trying to destroy the gop forever. stupid = .\n",
      "\n",
      "3358 coffeelover attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "3359 teen girl killed, 3 others injured in downtown oakland shooting. guns mentalillness gangs ð¨ð¦ð¨ð¦ð¨ð¦ is orlando\n",
      "\n",
      "3360 this weekend is going to be crazy! haha i'm ready to do whatever i want! pride â¦\n",
      "\n",
      "3361 my sweet little pill!! numb my skin...\n",
      "\n",
      "3362 my son leaves tomorrow for a month long trip to connecticut, cape cod, and jersey ð¢ i've never been without my baby for so long ð\n",
      "\n",
      "3363 apeezy - cloudy room (listen below) rap a smoke clouds 420 guns hard\n",
      "\n",
      "3364 all i wangle from my team is effo unfounately continue to show me why i should spend my hard earn money on you guys\n",
      "\n",
      "3365 so you're saying women who got the healthcare they needed is comparable to people killed in orlando &amp; sandyhook\n",
      "\n",
      "3366 fuck you google fact ... but true\n",
      "\n",
      "3367 orangechicken polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "3368 calls for carlpaladino to step down but he won't because he knows that he can spew with no consequences! ð\n",
      "\n",
      "3369 so annoyed i didn't get this hoodie from when i tried it on and now i can't find any xs anywhere\n",
      "\n",
      "3370 shutup &amp; fuckoff they' ve all had their fun, its my turn to be fuck what they want now\n",
      "\n",
      "3371 wow a lot of \"thumbs down\" on this video ð¢ ouch hate pyrocynical why pulse ð\n",
      "\n",
      "3372 cycling is alarming how cyclists are killed here in usa every day...no_education no_respect hate\n",
      "\n",
      "3373 nothing has to be corrected cuz nothing's wrong. ps using after each post is passiâ¦\n",
      "\n",
      "3374 oooh, makes sad feel ...if you don't know, get familiar:\n",
      "\n",
      "3375 omw to blackwood then download in the morning can't fucking wait!!! first download downloadvirgin\n",
      "\n",
      "3376 sorry everyone but it's sold already ð thank everyone for helping out trails\n",
      "\n",
      "3377 everybody making/sharing memes peaining to people losing their lives because of recent events. it's not funny. you're disgusting.\n",
      "\n",
      "3378 angry birds stella level final birds stella level final birdsstellalevelfinal. time post: wed juâ¦\n",
      "\n",
      "3379 today i can relate to this.. i never give up , it was difficult to wait.. bt sabr ka phal meetha hota hai !!\n",
      "\n",
      "3380 how is it that the nominated one of the very few candidates that makes voting for possible?\n",
      "\n",
      "3381 oh that's sweet &amp; sad :-( u guys can visit then when you go camping\n",
      "\n",
      "3382 when is the last time we got to watch an hour plus of gameplay before or even during e3 the game looks phenominal\n",
      "\n",
      "3383 i lost my phone :'(\n",
      "\n",
      "3384 super sad. triste. prayfororlando prayfoheworld triste\n",
      "\n",
      "3385 what a disgrace :( poor kids already have tough life ...\n",
      "\n",
      "3386 in america: 'kill obama' and muslims not welcome here' signs in new mexico draw criticism islamaphobia\n",
      "\n",
      "3387 not a fan of cav's nor warriors,but that was the worst officiating i've seen,great job nba you made it go 7.\n",
      "\n",
      "3388 your thoughts? savetheworld protest maddness crazy nowar stopthewar\n",
      "\n",
      "3389 having a soft hea in a cruel world is courage, not weakness. unk inspiration quote inspirational\n",
      "\n",
      "3390 josephjett \"fatherhood: nor shall you engage in aberrant social behavior, then call that resultant disdain that is merely commonâ¦\n",
      "\n",
      "3391 looking forward to e32016 conference, shame i'm working when it's on :( xboxe3 gaming work xboxones\n",
      "\n",
      "3392 shyintruder - na: slut hot xxx shy kinky horny snapshot young nude wet sexy porn nasty naughty\n",
      "\n",
      "3393 when your team loses and you need to down a bottle to yourself. heemteam depressedâ¦\n",
      "\n",
      "3394 corporate warmongers remain laugh at the pigs going insane brexit is coming! voteleave\n",
      "\n",
      "3395 on dallas shooting \"the video you're about to see is disturbing, so viewer discretion\" then they play it in a loop over and over.\n",
      "\n",
      "3396 after 2 weeks without my knee brace i felt i was making progress. pain increasing and a hospital visit later = brace back on :( injury\n",
      "\n",
      "3397 just a few people here for\n",
      "\n",
      "3398 sad to say, probably a parent that doesn't even care.\n",
      "\n",
      "3399 this is the happiest iv been in a long time, feel a weights been lifted &amp; im not being dragged down anymore âºï¸ðð» newbegginings\n",
      "\n",
      "3400 , kim kardashian, crying\n",
      "\n",
      "3401 feeling horrible for the people in orlando florida... sorry prayfororlando\n",
      "\n",
      "3402 when you order food an hour n a half ago n they still haven't delivered it to you &lt;&lt;&lt;&lt;&lt; alicia is ððð\n",
      "\n",
      "3403 \"so if you had a disabled baby you would kill the baby is what you are saying?\" -sis to father day\n",
      "\n",
      "3404 you have to learn that you're not gonna get anything by sitting on you're bloody arse and letting everyone do everything for you ð¡\n",
      "\n",
      "3405 i'm feel lost, wrong way and mistake my attitude. what do me? regretted\n",
      "\n",
      "3406 any nice fps horror game to play ? will be making a video with the game :d horror game videogames youtuber fresh beginner\n",
      "\n",
      "3407 i want my money back what a waste of time , stuck in a bog and covered in mud never went in to show shitfest wasteoftime\n",
      "\n",
      "3408 first mammal species goes extinct due to climate change via\n",
      "\n",
      "3409 dussehra celebrate the victory of the forces of good over evil !!! besteduonline\n",
      "\n",
      "3410 the world has gone crazy ... why is there so much hate in this world ?! orlandohorror footballfights\n",
      "\n",
      "3411 wrong people to even talk about bro ugh i feel so bad ððð sosad\n",
      "\n",
      "3412 when england players i get behind every single player no matter what club he plays for. seems some people just can't do it eng\n",
      "\n",
      "3413 shrimp rooster simulation: i want to climb the vast expanse of mountains. it reached the leakage cock wan\n",
      "\n",
      "3414 too tired to explain, too confuse to think.. hidup sungguh lucu ð hardmoment but keepâ¦\n",
      "\n",
      "3415 how the made grandma sad. grandma, lottery\n",
      "\n",
      "3416 universityofwisconsinmadison offering problemofwhiteness course. if they're gonna be blatantly , why not? snowflakes orgasmic.\n",
      "\n",
      "3417 i won't waste my time on some sob that has to plaster color on his profile blm bacon lettuce maters matter on 2 slices of bread\n",
      "\n",
      "3418 *heavy breathing followed by excessive mouth foaming* zelda e32016\n",
      "\n",
      "3419 teen girl killed, 3 others injured in downtown oakland shooting. guns mentalillness gangs ð¨ð¦ð¨ð¦ð¨ð¦ is orlando\n",
      "\n",
      "3420 . ashamed. florida pulse gay club attacked in orlando - at least 20 dead - bbc news\n",
      "\n",
      "3421 just stop guns. on a watch list and still manages to purchase military assault rifle. insanity\n",
      "\n",
      "3422 i have been invited to play in the nuc all american game\n",
      "\n",
      "3423 i bet your as ugly on the outside as you are on the inside. why tweet this shit what is it proving.\n",
      "\n",
      "3424 season 4 finale hit me hard. doctorwhoedit edits fandom regeneration drwho ... (vine by\n",
      "\n",
      "3425 got 4 episodes of game of thrones to get through tonight ððð\n",
      "\n",
      "3426 i hate how i used to be hungry to travel the world.. but now id rather stay home to avoid getting raped. migrants islam crisis sick\n",
      "\n",
      "3427 i agree. respect for mahindra who build robust cars; experience is ruined by careless dealers (1/2)\n",
      "\n",
      "3428 a treat for our customers is on its way! news treat secret itzeebitz smallbizhour uksmallbiz dorset\n",
      "\n",
      "3429 , commercial, cow, chipotle via giphy\n",
      "\n",
      "3430 broken buffalo simulation: buffalo for you to take in the vicinity of their homes to do. in this way, you\n",
      "\n",
      "3431 that i have to work because i need money but i fucking hate working\n",
      "\n",
      "3432 due to the nature of my work, i miss fav themorningfix, have to catchup on twitter ,\n",
      "\n",
      "3433 one point na lang sa spemark and i'm 3.5 na sana :((( i only got 3.0 :(((\n",
      "\n",
      "3434 second 1/2 marathon tomorrow. anxious runnershigh ðð»\n",
      "\n",
      "3435 was awesome!house stark coming back! but why oh why did the giant have to die ð gameofthrones\n",
      "\n",
      "3436 hate unnecessary drama situations and people who create them!!! plus side i'm down a trouser size! drama upset annoyed leavemealone\n",
      "\n",
      "3437 why is obamalegacy only showing negative stuff??... i'm so confused. obama potus donuldtrump\n",
      "\n",
      "3438 netherlands haven't qualified for euro2016 not having sneijder, robben in france playing euro is disappointing\n",
      "\n",
      "3439 turns out no one keep from breaking promises, it sucks that the impoant ones are always broken first fml liar\n",
      "\n",
      "3440 it's a shame when you have no regard for your children. some parents of this world make me sick! ð¥\n",
      "\n",
      "3441 let me sleep, tired af\n",
      "\n",
      "3442 another year,another time reading,\"we regret to inform you that your application was not selected for tickets.\" impossible\n",
      "\n",
      "3443 my sister ain't even know i was watching her argue with the nigga ððð was waiting for him too say the wrong shit\n",
      "\n",
      "3444 thursdaythoughts from choose everyday\n",
      "\n",
      "3445 please, ow do i remove myself from annoying groups on facebook?! the notifications are provoking!! !! thanx\n",
      "\n",
      "3446 why? because the repo the nof/phc placed in the public domain is an incoherent mess.\n",
      "\n",
      "3447 sometimes i'm just sad, soppy and gloopy, nothing goes well, serious stuff as well. what else to do, but to, you know, carry on\n",
      "\n",
      "3448 what a shame to see after 16h of training, the model not doing what you expected deeplearning timewaste\n",
      "\n",
      "3449 i witnessed this. kids these days- frank was slow on the draw\n",
      "\n",
      "3450 there are three or four r's who could have won, including kasich, w/out dragging down lower ticket. all 3 branches.\n",
      "\n",
      "3451 check out this recording of you're only lonely on singsnap karaokelivemusicsad\n",
      "\n",
      "3452 cold n unprofessional attitude of the tt in 12952 traveling 9/6/16 least bothered to accom mothers with kids n rac passn\n",
      "\n",
      "3453 awww crap just cracked my phone ðððð¤ crap orlando xboxe3 cracked prayfororlando love sucks awesome twat bo3 phone mad ps4\n",
      "\n",
      "3454 yep!! back to sameolestory some black films don't deserve any marketing\n",
      "\n",
      "3455 i really like the coach kevin denine. assistant coach for the blackhawks. to see he was not at least a candidate\n",
      "\n",
      "3456 first base coach davey lopes just tossed zach a game ball nationals\n",
      "\n",
      "3457 nobody, and i mean nobody, out-stupids like trump. this how whaon taught you to count?\n",
      "\n",
      "3458 some friends u can go months, even years without seeing each other and nothing changes. other friends just slowly become strangers.ð\n",
      "\n",
      "3459 whoolo in film you can have sad endings. anna torv\n",
      "\n",
      "3460 can't do this. not allowed to on run on what got him here and he can't sell the rnc agenda. flat crowd, no response.\n",
      "\n",
      "3461 bedtime vibes. tired thinking low down unhappy badtimes need a friend or someone whoâ¦\n",
      "\n",
      "3462 this wind is totally not cool for golf though\n",
      "\n",
      "3463 nothing like this little reminder to keep me going on a drizzly monday morning ð holiday\n",
      "\n",
      "3464 this is a shockingly and increasingly violent world we live in and the uk has gun control laws. i feel for the mp'â¦\n",
      "\n",
      "3465 when u follow ur frnd nd he doesnt follow u back...!! comedy confused\n",
      "\n",
      "3466 schools out can't wait to find out my final scores from my tests today, table working againawesome bored tests summer pay\n",
      "\n",
      "3467 hope you dont all get shot you horrible, hateful cunts. there is no god, you do all this crap in the name of hate.\n",
      "\n",
      "3468 this is some serious bs jemele!! women can thrive outside the home!! â¦\n",
      "\n",
      "3469 how the supremecou has made it impossible to challenge systemicracism scotus kaepernick stereotypes\n",
      "\n",
      "3470 dead tiger cubs\n",
      "\n",
      "3471 chilling with ranger ajim hazimhafizuddin sabtuday @ tunasâ¦\n",
      "\n",
      "3472 chicken with rice cake thehwaduk korea yum yummy picoftoday photooftoday hongkongâ¦\n",
      "\n",
      "3473 now playing : nils frahm - \" peter is dead in the piano\" on melancholy melancholymusic\n",
      "\n",
      "3474 wow.... like i said the hate is real! nomorehate stopthebashing voteblue\n",
      "\n",
      "3475 are you black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "3476 i had to factcheck this cuz i was like wtf can't b true but guess cnn media like meth\n",
      "\n",
      "3477 i usually dislike people who use pictures to get longer words in, but i am mad\n",
      "\n",
      "3478 trump has definitely lowered standards. deepak chopra: trump is âemotionally retarded, maybe mentally retardedâ\n",
      "\n",
      "3479 against whites damon sajnani damonsajnani teaches some really lame classes.\n",
      "\n",
      "3480 there is a mona lisa style to this man's face sad\n",
      "\n",
      "3481 oh no im sorry\n",
      "\n",
      "3482 don't wait for things to get easier. life will always be complicated. learn how to be right now. mindfulness\n",
      "\n",
      "3483 olathe polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "3484 the struggles of learning 'an gadaã­' . what even is this shit? givingup\n",
      "\n",
      "3485 . holds the fate of the republican pay in his tiny, tiny, tiny, little hands. gop imwithher\n",
      "\n",
      "3486 scrutinize savor &amp; dispose unbelievable chosen headlines in 'revolution against racism: humanity'\n",
      "\n",
      "3487 gorilla cracks a glass window at a zoo when little girl beats chest. - gorilla zoo animals kid toddler\n",
      "\n",
      "3488 . yeah. just because every other industrialized country can do it, doesn't mean we can. pathetic\n",
      "\n",
      "3489 if i make it to twelve ill be\n",
      "\n",
      "3490 what's the worst that could happen? positive positiveattitude teamboombaby ftfâ¦\n",
      "\n",
      "3491 that my consulting firm is running. it's small but a sta. check us out and see what we can do for you.\n",
      "\n",
      "3492 the warcraft movie really hit me hard. it had me teary-eyed and feeling . crycraft what was your reaction?\n",
      "\n",
      "3493 i think you should have kept silent for at least 24h. i like your tweets &amp; aicles but unfollowed for now.\n",
      "\n",
      "3494 not good. preventabletragedy\n",
      "\n",
      "3495 finally end of the week! ðð¼ tired but friday tgif make pay cool like loveâ¦\n",
      "\n",
      "3496 its just disturbing how easy it was done. i worry about all celebrities being so vulnerable. well actually everyone is...\n",
      "\n",
      "3497 check out this new trending funny gif ! , mad, adventure time, finn, finn the human\n",
      "\n",
      "3498 ain't no love in the city smh.\n",
      "\n",
      "3499 this is so sad but it's so true don't let a smile fool you smiles hide the pain insideð¿ fake depressed lies\n",
      "\n",
      "3500 how to be a miserable aist - check list! a aists smileback\n",
      "\n",
      "3501 arianagrandedrawing attack bull game 3d: do you really think that his head was empty around the city. eac\n",
      "\n",
      "3502 killing someone you dislike never proves that you are 'right': it proves how wrong your mindset is. endhate endgunviolence orlando\n",
      "\n",
      "3503 studio attack bull game 3d: do you really think that his head was empty around the city. each side is sup\n",
      "\n",
      "3504 ð tech 10 symptoms of having a paner obsessed with bitcoin [infographic]\n",
      "\n",
      "3505 sad..... so sad..... what a horrific way for that 2 year old to die.\n",
      "\n",
      "3506 hiv infection from oral sex white girl has sex with black guy\n",
      "\n",
      "3507 i seriously feel pity for sagarika ..it's difficult to live like this .\n",
      "\n",
      "3508 small gains ðªð» fitness fitnessjourney fitnessaddict motivation goals goodvibesâ¦\n",
      "\n",
      "3509 i repeat again you do you, ill be me!ðððð saidthisbefore\n",
      "\n",
      "3510 streaming down?? this is not okay. iwantgameofthrones\n",
      "\n",
      "3511 seriously got rejected by my driver as soon as i got in the car because i'm white... wow! at its finest!\n",
      "\n",
      "3512 no joking matter! officers fired for joke about target practice in black neighborhoods via\n",
      "\n",
      "3513 forgiveness is impoant to save your relationship. forgive even if your paner has done something to seriously upset you.\n",
      "\n",
      "3514 last week christina grimmie, then orlando, yesterday a british politician - where does the hate come from?\n",
      "\n",
      "3515 war sucks deathbattle fightfor15 bombers killthelightstour nuke realworld ww3 blackandwhite peaceday\n",
      "\n",
      "3516 stroll down the bay on our way to the dr who exhibition!\n",
      "\n",
      "3517 hate still alive and well i see! hater orlandounited\n",
      "\n",
      "3518 stayed up to watch orange is the new black orangeisthenewblack\n",
      "\n",
      "3519 when i feel is a children's story about recognizing, expressing and managing anger. male and\n",
      "\n",
      "3520 my day is officially ruined! builders have come now to so porch/patio area out so i'm now trapped. no swim or food shopping for me\n",
      "\n",
      "3521 keep standing your ground. interview represents fakenews &amp; blatant misrepresentation of valid statementâ¦\n",
      "\n",
      "3522 hey you own hate . nobody comes close fearmongering misogny scum\n",
      "\n",
      "3523 not very well thought out was it?\n",
      "\n",
      "3524 sorry for the pain and anguish this has brought to your area orlandostrong orlando\n",
      "\n",
      "3525 still blocking customers worst car dealer\n",
      "\n",
      "3526 trump official paladino makes crude obama remarks -\n",
      "\n",
      "3527 you are weak and corrupt! !\n",
      "\n",
      "3528 healthandfitness attack bull game 3d: do you really think that his head was empty around the city. each s\n",
      "\n",
      "3529 fathersday deal ! 100ml fudge &amp; custard for â£12 delivered ! limited stock . msg 2 order!\n",
      "\n",
      "3530 ugh... i couldn't find my black underwear to wear with my black outfit tonight... i hope no one notices they're navy blue.. poser emo\n",
      "\n",
      "3531 cece and eve are going to have to drag me out my bed to get me out tonight otherwise i'm staying in it until my holidays bye\n",
      "\n",
      "3532 a lot of commercials about bullying during this nba finals game.\n",
      "\n",
      "3533 sorry guys, i've just taken a therapy room in scunthorpe so i have lots to do decorating newdirection\n",
      "\n",
      "3534 i know a few ð¤\n",
      "\n",
      "3535 don't let the things that you can't control bring you down be and keepsmiling\n",
      "\n",
      "3536 cavs all the wayyyyy ð¥ðªð¾ we will see wassup game 7 cavsnation\n",
      "\n",
      "3537 i fail to understand why ðð orlando orlandoshooting orlandonightclubshooting disgusting\n",
      "\n",
      "3538 so sorry\n",
      "\n",
      "3539 hi my dears sorry , i was can not come to you this days but i wish you-all: tomhiddleston &amp; weekend\n",
      "\n",
      "3540 he's just an adolescent with a deep and obvious inferiority complex. so .\n",
      "\n",
      "3541 i don't think i'll ever come to terms with the state of our current world, nothing adds up! confused and\n",
      "\n",
      "3542 fathersday today i'm toasting almonds and slow cooking them in coconut oil and vanilla\n",
      "\n",
      "3543 men today are soft as baby shit manupamerica wakeupamerica ðºð¸ðð¼\n",
      "\n",
      "3544 if you think york is an enlightened city read the horrible, homophobic comments in today's pride\n",
      "\n",
      "3545 boys being crazy boys this morning fun fatherandson goodmorning\n",
      "\n",
      "3546 you were desperately smearing trump, shapeshifting cuck !\n",
      "\n",
      "3547 hello pink water! lascoloradas yucatan mexico holidays pinkwater salt summer @ lasâ¦\n",
      "\n",
      "3548 bihday to me king wwe raw i'll be coming\n",
      "\n",
      "3549 people are only malicious and mean when they care or feel some type of way about you or a situation.\n",
      "\n",
      "3550 ever feel so many emotions all at once you don't know what to do with yourself? moping sad frustrated stayin goout anxiety\n",
      "\n",
      "3551 just tried my trousers on from and they are too big! hope they have the next size down! ð±ð hopeful downanothersize weightloss\n",
      "\n",
      "3552 this moron is leading the us down a path that has so much potential to damage and destroy the world. â¦\n",
      "\n",
      "3553 trump is nowhere close to genius at all. in fact his iq is in single digits.â¦\n",
      "\n",
      "3554 julia has to walk with her worst enemy\n",
      "\n",
      "3555 shocked by what's considered racist these days.\n",
      "\n",
      "3556 hope to see none of you inauguration wait, i won't be watching the idiot anyway mrminority boycott\n",
      "\n",
      "3557 low everyone ?? whatz up ?? saturday gsw ftw cavs knock down\n",
      "\n",
      "3558 breen and steward little broke up after steward little was a poop and broke her hea\n",
      "\n",
      "3559 21 days til baby's due date!! can't wait to meet my son or daughter!! babyw imgonnabeadad\n",
      "\n",
      "3560 aiming for a june 30th release date for beer hero the late night delivery app! selfemployed goals\n",
      "\n",
      "3561 so sad!! ppl can be nuts! none of us know when someone like that might attack but we can't let them win and live in fear.\n",
      "\n",
      "3562 these leftist are so predictable, they are pathetic &amp;\n",
      "\n",
      "3563 the fbi corrupt doj are hillaryclinton &amp; obama corrupt lapdogs.\n",
      "\n",
      "3564 literally dread going into my job. miserable needanewgig crying ðªðð\n",
      "\n",
      "3565 i feel sick. just learnt of jo cox's passing at the hands of a violent man with a gun. she died helping people. prayers to her family.\n",
      "\n",
      "3566 little ray of sunshine xoxo teacupride doobie bestday loveher charlotteelizabeth\n",
      "\n",
      "3567 saw a dead kitten and cracked my phone within the same ten minutes\n",
      "\n",
      "3568 jeff sessions tries to delete decades of ....\n",
      "\n",
      "3569 this little beauty brightens my days ð so sad to be going back work ð¢ love cry mummybloggers mummylove\n",
      "\n",
      "3570 the people who loves you will always be by your side. me selfie weird blue masnou â¦\n",
      "\n",
      "3571 now: ... i'm unseen. âi'm unheard.â i'm unwantedâ. hated feeling dark dwon rá»_á»dá¿ ðâ£\n",
      "\n",
      "3572 yesterday's evening walk, i thought a lot about the victims of orlando and even the sky seemed &amp; desperate\n",
      "\n",
      "3573 less than five hours until euro2016 kicks offâ¦ less than an hour for the weekend weekend fridayfeeling\n",
      "\n",
      "3574 some weather coming in...ð¤ð­ lightning pga florida rain clouds wet humid ð sweatâ¦\n",
      "\n",
      "3575 bad news for journalism when my monthly neighborhood newsletter is down to 4 pages and 2 is ads. !\n",
      "\n",
      "3576 10 tips for controlling anger anger tips lifestyleblogger control happiness meditation bath lifehack\n",
      "\n",
      "3577 watching last nights rhoc &amp; i can so relate to what is saying about ward huge ego making others feel insecure etc!\n",
      "\n",
      "3578 high-tech personalised vomitorium* sadly not a joke: omfg wtf * - false legend\n",
      "\n",
      "3579 ariellesloth - na: snapshot kinky horny naughty xxx hot slut sexy wet shy nasty nude young porn\n",
      "\n",
      "3580 okay i am literally going to scream. you are out of cold brew again!!!! is 6:30am how is this possible! halp why ð âï¸\n",
      "\n",
      "3581 he was always ready... and you never called him :(\n",
      "\n",
      "3582 im very saddened &amp; all cuz i like ceain ppl! wtf? that doesnt even make sense!\n",
      "\n",
      "3583 the ladies on fire with that idiot running for president. worse tragedies will happend if he wins! theview\n",
      "\n",
      "3584 sadly not as i'm the wrong side of 30\n",
      "\n",
      "3585 reminder: vanishingwomen is on tonight ... missing chillicothe women.. scary wherearethey\n",
      "\n",
      "3586 his dad is an idiot for saying what he said as well. donât get me staed on the judge.\n",
      "\n",
      "3587 healthandfitness attack bull game 3d: do you really think that his head was empty around the city. each s\n",
      "\n",
      "3588 those replies. is dead tho. ð\n",
      "\n",
      "3589 macedonia celebrates its 26th as it sinks the state deeper into crisis. no moral obligation, no sense of duty... poor mk.\n",
      "\n",
      "3590 by assessing a penalty, the just called their champion, dustin johnson, a liar. making a mockery of the game. disgusted usga\n",
      "\n",
      "3591 work is depressing me. why do we sell our lives?\n",
      "\n",
      "3592 sad. sad. sad. good luck little boy. â¤ï¸\n",
      "\n",
      "3593 \"friends\" - don't be with these types of people. bad - liars worse - enteainers/paasa worst - backstabbers thetruth\n",
      "\n",
      "3594 what pa of \"no mayo, no oil\" was not clear? here they both are oozing out gross unhappytraveler\n",
      "\n",
      "3595 mxm, igazi is boring, just as it gets more intense the show ends, nou one must wait another 7daes.. ð¬ð¢ð¢ igazi\n",
      "\n",
      "3596 washtimes if anybody dropped the ball---it was our gop for not passing laws to keep guns out of mateens crazy hands!\n",
      "\n",
      "3597 so grateful for my sisters â¤ï¸ððâºï¸! today's been tough, but always have to be positive about my results ð!\n",
      "\n",
      "3598 the stathamâð»ð mkonanc80 black tbt t tb godtime like l4l l ty smoke weedâ¦\n",
      "\n",
      "3599 doesn't have enough time to spent.\n",
      "\n",
      "3600 this is why i'm annoyed and i'm a calm person. next door dog peed on my dogs in his eyes and in me they were inâ¦\n",
      "\n",
      "3601 hey guys just letting you know im am not gay so fuck all you hoes nipplesarehard porn neckmyself isis\n",
      "\n",
      "3602 we're less than 3 weeks away from our july open spin! flowas hulahoops poi fans dragonstaff...\n",
      "\n",
      "3603 very sad when people stop talking/texting/responding/communicating with you very sad world\n",
      "\n",
      "3604 train to blackwood ready for download now can't fucking wait downloadvirgin sofuckinghappy\n",
      "\n",
      "3605 cooling down after a work out. sillyboy appochaddie horse mylove @ prado equestrianâ¦\n",
      "\n",
      "3606 . our forces don't want to suppo indigenous programs. bad\n",
      "\n",
      "3607 racket broken yonex nanoray white blue badminton @ presidency cou\n",
      "\n",
      "3608 you know your life's sad when your boss says \" he's gonna help find you a girlfriend\"\n",
      "\n",
      "3609 to live love &amp; lose, sad news today terrible shootings too sons too many says news thoughts to all families\n",
      "\n",
      "3610 bigballs96 - na: porn naughty slut snapshot nude xxx kinky wet young horny nasty sexy shy hot\n",
      "\n",
      "3611 how if you live alone and you get a fever in the midle of the night? you just can snuggled down in your blanket until morning come.\n",
      "\n",
      "3612 i find it all a bit weird\n",
      "\n",
      "3613 1st father's day without you....what a numb feelinggone too soonmy angel in heaven miss you daily fathers day ð\n",
      "\n",
      "3614 just watched wish i ddnt they wrecked it not looking foward to next season season4 netflex worstthingever notfunny shit\n",
      "\n",
      "3615 the negev is dead to me now. goodtimes\n",
      "\n",
      "3616 hey what the heck is up i'm really fucking ho!\n",
      "\n",
      "3617 wish my family could have food on the table... might have to kill a child off :( deadchild lmfaobyechild\n",
      "\n",
      "3618 this gets worse looking every time i come in. now no signs.\n",
      "\n",
      "3619 -absurd your comments are reflections of ignorance and\n",
      "\n",
      "3620 return of the sad weiner dog animal animalfriend\n",
      "\n",
      "3621 viewer warning! had a case of gravitypoisoning this week at mangara station. , frustrating, but a real issue.\n",
      "\n",
      "3622 . does she know? i mean, is she really ignorant?\n",
      "\n",
      "3623 reached the sad news of anton yelchin's death. it's unfair! ripantonyeltchin\n",
      "\n",
      "3624 pines attack bull game 3d: do you really think that his head was empty around the city. each side is supp\n",
      "\n",
      "3625 my ð&amp;ð go out 2the victims &amp;families of this horrible attack in orlando. if ur a voter think twiceâï¸ saâ¦\n",
      "\n",
      "3626 â italy global trade balance dipped from previous â¬5.365bâ to â¬4.52b in april blog silver gold forex\n",
      "\n",
      "3627 how do you sleep at night? you are a terrible person! you sir represent everything wrong with our country. gfy\n",
      "\n",
      "3628 less than 1 month! our tennessee &amp; alabama extravaganza is getting close! music songwriting recording hâ¦\n",
      "\n",
      "3629 when i'm i enjoy the music.... when i'm sad i understand the lyrics musicisthefoodoflove\n",
      "\n",
      "3630 late ff to my gamedev indiedev indiegamedev squad!\n",
      "\n",
      "3631 i just hit rock bottom. watching guys play nba2k on tv fml wtf\n",
      "\n",
      "3632 my ð&amp;ð go out 2the victims &amp;families of this horrible attack in orlando. if ur a voter think twiceâï¸ ðªvotetrump2saveðºð¸\n",
      "\n",
      "3633 ...and i'm tired of being all alone, and this solitary moment makes me want to come back home ð scars emo\n",
      "\n",
      "3634 ffs why?!!! omg can't believe this. so annoyed!!!!!! why would someone do this? ð¡ðð¢ carproblems fml vandals\n",
      "\n",
      "3635 we criticized him we hated him sometimes yet we have fond memories of him and love him. ripkeshi\n",
      "\n",
      "3636 get your summer '16 tee now;)! it's hard to be what you hardly see! neworders media.\n",
      "\n",
      "3637 my drawing - \"lonely and over thinking \" drawing a pencil pencildrawing lonely emotional\n",
      "\n",
      "3638 at the phillies, already down 3-0, shareacoke1\n",
      "\n",
      "3639 1 the man commits suicide right in cou &amp; leaves his family behind. 2. taiwan doesn't put up with narcotics\n",
      "\n",
      "3640 rebellion in the uk? when you dontbuythesun &amp; all those rags that only spread tories propaganda, fear, hatred,â¦\n",
      "\n",
      "3641 guys sorry for cutting stream early. there was a misunderstanding ( my pa ) and just dont want to break down crying onâ¦\n",
      "\n",
      "3642 the everyday response to\n",
      "\n",
      "3643 went back to the store, only to find out that one of the young employees had resigned, due to disrespectful treatment\n",
      "\n",
      "3644 â oilâ intermarket:â bearishâ dxy before the fed and the case for a \"crude\" awakening blog silver gold foâ¦\n",
      "\n",
      "3645 i'm angry. and heabroken, feeling helpless, in disbelief... loveislove gunviolence enoughisenough\n",
      "\n",
      "3646 world hails fathersday with father, still wonders y his dad left :'( hope keeping him feel u shady stan\n",
      "\n",
      "3647 - the useful idiots on the left are being duped by the alinskyites into giving up the second amendment.\n",
      "\n",
      "3648 you can't hate radical islamic terrorists now? america in 2016. .\n",
      "\n",
      "3649 the bad pa about summer is my jamba juice smoothies always melt quickly feelsorryforme\n",
      "\n",
      "3650 i've been disappointed in a lot lately, and these baylor boosters are adding to that list. winning at all costs is not pa of humanity.\n",
      "\n",
      "3651 celebrities express grief and heabreak over mass shooting at gay club in orlando via pulsenightclub\n",
      "\n",
      "3652 six scientists. six suicides. what secret are they dying to protect? goodread learn a secret to long life!\n",
      "\n",
      "3653 half an hour to daylighthour! we're just a little obsessed with boomerang gotmelike jumping jump funâ¦\n",
      "\n",
      "3654 blocking someone just because they can run rings around your pathetically empty argument, is a very childish thing to do.\n",
      "\n",
      "3655 watch angry grandpa react to gift of new house video: grandpa house\n",
      "\n",
      "3656 'sorry for what?': golf tournament organizer unapologetic for notley target misogynistic ignorant pathetic\n",
      "\n",
      "3657 if you're mad about and their interracial couple tweet, go fuck yourself. republicantrash cracker whitepeople\n",
      "\n",
      "3658 he must think people are really stupid; otherwise, why would he lie so blatantly? should neve be tolerateâ¦\n",
      "\n",
      "3659 as from 2nd july we will be open 9.30-11.30am on saturdays for a 1 month trial. use it or loose it!! healthyfitfantastic\n",
      "\n",
      "3660 presidenttrump hopefully you will stop funding the apaheid terrorist illegal state of israel and have them pay back $38billion\n",
      "\n",
      "3661 life is a beautiful novel , u have to read to end , reading a sad line or bad page doesn't mean there's not a end\n",
      "\n",
      "3662 thanks for swift response. strangely your email team responded a couple mins after my tweet. odd - or connected? resolved.\n",
      "\n",
      "3663 father's day to my late dad-pa samuel taiwo adesile. tho you are late but your memories lives on!\n",
      "\n",
      "3664 donald trump fires back at his teen comedian critic. weak drumpf us us2016\n",
      "\n",
      "3665 right now... ð¢ lonely broken happiestwhenimwithyou cuddles needy imissyouâ¦\n",
      "\n",
      "3666 soap making student last night learning to make cold process soap from scratch allâ¦\n",
      "\n",
      "3667 look, xhaka and rodriquez both play the left side of the pitch, does this mean wenger will sign?\n",
      "\n",
      "3668 how i feel right now when technology fails me anger\n",
      "\n",
      "3669 will be a broken pay come late november! will be defeated after insane campaign &amp; will beâ¦\n",
      "\n",
      "3670 congrats on the hard work!!\n",
      "\n",
      "3671 anxietyproblems frustrated annoyed . too many emotions. and not being able to express them.\n",
      "\n",
      "3672 florida sucks at life right now\n",
      "\n",
      "3673 i was doing a thread in my other acc and no one paicipated\n",
      "\n",
      "3674 yet hunger will nt kill nigerians pdp u can tell apc 2 try harder in stalling d change, he can do mor. na u pple go tire\n",
      "\n",
      "3675 this is so sad...\n",
      "\n",
      "3676 remember when tcot whined that the media didn't go after obama full on? now it's \"unfair\" and \"childish\".\n",
      "\n",
      "3677 i agree! oprah shows suppo for hillary even tho she is corrupt &amp; does business with middle east for $$!\n",
      "\n",
      "3678 in other non tattoo related news my boy will be crystalpalace mascot at the home game against liverpool next season ! ð´ðµ\n",
      "\n",
      "3679 this is happening in the next few weeks! whowantstohelp\n",
      "\n",
      "3680 horrible. mood.\n",
      "\n",
      "3681 getting ready for the game dubnationbelieves dubnation\n",
      "\n",
      "3682 we got tickets with to take the kids see some super shows - horrible histories &amp; charlie &amp; the chocolate factory.\n",
      "\n",
      "3683 i've no problem with universities that teach against . but it's wrong to teach that all whites are !\n",
      "\n",
      "3684 â pougal global trade balance climbed from previous â¬-2.42b to â¬-2.419b in april blog silver gold foâ¦\n",
      "\n",
      "3685 'liv, do you know what's weird yeahhh, the breads got holes in it' - stoners sistabanta\n",
      "\n",
      "3686 bluesky attack bull game 3d: do you really think that his head was empty around the city. each side is su\n",
      "\n",
      "3687 euro2016 the melting pot that is france is sadly threatening to boil over as some home nations choose to overshadow the football.\n",
      "\n",
      "3688 photography attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "3689 sadly, most in u.s. can't or won't make that connection. trump sucks so hard!\n",
      "\n",
      "3690 this video will open your eyes to the suffering of animals mustwatch via this is so sed :(\n",
      "\n",
      "3691 watch angry grandpa react to gift of new house video: grandpa house\n",
      "\n",
      "3692 cuomo: paladino's ', ugly' comments on the obamas embarrass new yorkers\n",
      "\n",
      "3693 guys lie for no reason,not knowing half the time we already know or we just don't give a fuck!\n",
      "\n",
      "3694 sleep well broken my thoughts go to her family and friends who suffer during this tough times.\n",
      "\n",
      "3695 will stop ..so annoying\n",
      "\n",
      "3696 blackcokwhiteass - na: kinky snapshot naughty nasty porn wet slut horny young shy xxx sexy...\n",
      "\n",
      "3697 well i'm off to bed in a moment here. i will be heading down to l.a. early in the morning for e32016 ! ððð\n",
      "\n",
      "3698 sexism may be harmful to men's mental health...men woman\n",
      "\n",
      "3699 and unhappy heat map of the human body\n",
      "\n",
      "3700 â¦you black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3701 seen on my walk the other day! newtotheneighborhood mademesmile\n",
      "\n",
      "3702 sorry abt that. it's one thing some of us experience daily, esp as far-right politics flourish in europe. pure evil!\n",
      "\n",
      "3703 lmao both rubio and paul ryan are truly pathetic, condemning trump for months then joining his side\n",
      "\n",
      "3704 sex postion picture white girl has sex with black guy\n",
      "\n",
      "3705 why don't you prove you're indian! you are a nasty person to use a lie like that for personal gain\n",
      "\n",
      "3706 received my first mean comment today, took it hard, someone actually watched my video,thank you,\n",
      "\n",
      "3707 usually at night when i'm alone...i haven't had a hug in almost two months. needhugs\n",
      "\n",
      "3708 even in usa being gay is still dangerous prayfororlando whatapity\n",
      "\n",
      "3709 crooked hillary clinton hates black people hillary clinton black\n",
      "\n",
      "3710 hard work, giving 100%, things work out. and of course patience!! has an appointment next friday for an agency!\n",
      "\n",
      "3711 i have never seen a bigger choke job than game 7 of the nba finals by s. curry - wwe's seth rollins was so very wrong about cleveland.\n",
      "\n",
      "3712 after tonight. we have to wait until late october for basketball to sta up again. ð¢ nbafinals game7\n",
      "\n",
      "3713 bad day. all my 'friends' were being very mean to me. sad. meaniebeanies\n",
      "\n",
      "3714 what's happened to haverfordwest. the town really is in a sorry state. shouldbesomuchbetter\n",
      "\n",
      "3715 crap, i have a funeral to go to tomorrow which sucks because i am not a mourning person. morningperson sleepin cry wake burial\n",
      "\n",
      "3716 to all of those, who answer replies to my youtube comments...you do not, i repeat you do not know me when i'm angry goodluck\n",
      "\n",
      "3717 being ignored.... confused disappointed ð after so many years i can't see a change...sadly... i tried to trust.. ð\n",
      "\n",
      "3718 sick baby, tired momma..... up watching elmo with liam. liamwesley sick poorbaby rest 20monthsold\n",
      "\n",
      "3719 heard a little bit of babymetal there. foxgod nxttakeover\n",
      "\n",
      "3720 ayesha curry not exactly happy with cleveland's hospitality: stephen curry's wife and tv network star ...\n",
      "\n",
      "3721 dismantled my graduation piece 'pink in memoriam' today. endofanera a uca graduationshow hâ¦\n",
      "\n",
      "3722 i miss my mom and dad so bad right now speechless nobueno\n",
      "\n",
      "3723 imagine that, is finally ashamed enough of his past to try and hide it. misogynist homophobe\n",
      "\n",
      "3724 dear america &amp; the white house admin, let's call a spade and spade. sincerely, alex cantkeepmymouthshut horrible orlandotragedy\n",
      "\n",
      "3725 collectors corner: angry birds\n",
      "\n",
      "3726 my song \"jojoba\" sing song videos videoclip alone but shooting single fashionâ¦\n",
      "\n",
      "3727 'an unappetizing scam' :-) | women, we need to throw off the shackles of salad | food foodie |â¦\n",
      "\n",
      "3728 desperately they use meanness to asse their masculinity haiku-ish boys bullying angermanagement empty ghosts destined2bexes\n",
      "\n",
      "3729 when ppl try to find out how i look laughing confused gamergirl cryingonmybeauty f4f myreaction\n",
      "\n",
      "3730 you only talk to me when no one is around. depression mad\n",
      "\n",
      "3731 healthandfitness attack bull game 3d: do you really think that his head was empty around the city. each s\n",
      "\n",
      "3732 how come i keep quoting aquamarine in casual conversations and nobody is noticing? aquamarine\n",
      "\n",
      "3733 tamw you make strange random noises and you're an adult but then you smile and giggle because you're\n",
      "\n",
      "3734 allahsoil the cold war was fought over oil. â¦ teambts teamsuperjunior â¦\n",
      "\n",
      "3735 looks like i'm watching orange is the new black all saturday! nowork beenwaiting\n",
      "\n",
      "3736 i currently have a really bad case of shoe envy shoes envy beautifulshoes lifeproblems nomoney\n",
      "\n",
      "3737 12/31.3 pres t? you're emperor sans clothes neveoolate to stop hate misogynyâ¦\n",
      "\n",
      "3738 even worse then that you can spout such ignorant one-sided crap then!\n",
      "\n",
      "3739 aren't boiledpeanuts green when cooks 'em? ohthatsrightwewouldntknowshedoesntshare\n",
      "\n",
      "3740 fuck russia they are scum kicking a man in the head while he's had a hea attack, you are all animals i'm pretty speechless euro2016\n",
      "\n",
      "3741 trump your fall will be so bad that you will end up putting a bullet in your own mouth.\n",
      "\n",
      "3742 trainhard polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "3743 ...and your answer relates to d studying of hate groups kkk because ..??? just don't think ur struggles relevant\n",
      "\n",
      "3744 drugs got ppl looking like the walking dead round here\n",
      "\n",
      "3745 really annoyed that my stuff hasn't arrived after paying extra for next day delivery. i needed my things today late\n",
      "\n",
      "3746 outrageous racism from rother dc. hope the families sue 4 failing to follow advice for a life guard &amp; causing the dâ¦\n",
      "\n",
      "3747 when boys flight game be too weak !\n",
      "\n",
      "3748 7 ordinary questions that lead to a marriage via\n",
      "\n",
      "3749 looks like i'm no good (original) music originalsong original depressing acoustic vocals\n",
      "\n",
      "3750 justgabriel - na: porn kinky sexy naughty hot wet young slut shy nude nasty xxx horny\n",
      "\n",
      "3751 wakeuppeopl3: strange... motivation\n",
      "\n",
      "3752 fucking that i haveto lock myself in the bathroom to getaway from your constant nagging, bitching, whining and complaining.\n",
      "\n",
      "3753 this has been sadly the case for me all this week. opinion 2016 mentality outrageâ¦\n",
      "\n",
      "3754 watch one u.s. marine fearlessly take on violent angry mob of pro-palestine protesters ...\n",
      "\n",
      "3755 please reconsider. to me you stand for the glitter of new york. after jan. 20 for misogyny rape adultery incest hate\n",
      "\n",
      "3756 what an appalling week. first christina and then the orlando tragedy. inmythoughts nowords greatloss humansgetyourshittogether.\n",
      "\n",
      "3757 poor poor buccos.\n",
      "\n",
      "3758 cavs lose the nbafinals indians are in 1st place - will miss the playoffs. browns - well we all know how bad they are clevelandfan\n",
      "\n",
      "3759 im so pathetic. eminemslimshady marshallmathers followmeanime depression rappers quotes blacknwhite kâ¦\n",
      "\n",
      "3760 racism stuffed into skinny jeans with a hipster comb-over is just as bad as racism shrouded in a white hood altright = â¦\n",
      "\n",
      "3761 it baffles how dumb and how much of a puppet and sheep you are keep collection that paycheck paid codisdead\n",
      "\n",
      "3762 no matter what i do, my world is an empty place\n",
      "\n",
      "3763 uhhhh how long has it been since we graduated missit\n",
      "\n",
      "3764 tell me before today have you heard of one america news???? your not into propaganda?? clown donthecon\n",
      "\n",
      "3765 longest period of time i've been out of internet for at home. incompetent agent &amp; landlord. it will be 1 month and 1 week without.\n",
      "\n",
      "3766 worked with the worst congress in history republicans\n",
      "\n",
      "3767 six animals killed because of poor parenting\n",
      "\n",
      "3768 at first i was so hea broken by slaughter of 49 people and the injured people in orlando night club...now i'm &amp; baffled\n",
      "\n",
      "3769 all smiles lately ð\n",
      "\n",
      "3770 it's been this way for a long time. as an american, i am tired of being blamed.. our fault, our rights caused this..\n",
      "\n",
      "3771 . : a cautionary tale on how to alienate an entire fan base in 3 albums.\n",
      "\n",
      "3772 sick sad concept is that majority of women woman don't want her to be president b/c of gender and she's democrat ohio\n",
      "\n",
      "3773 what an awful, mean world we live in! scaredfohefuture\n",
      "\n",
      "3774 lessismore polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places l\n",
      "\n",
      "3775 je relate soo badly! msaken they just have little knowledge about one single group, and they want to show it anyhow!\n",
      "\n",
      "3776 off to dublin âï¸ð hamburg airpo dublin aerlingus mccafe coffee tired flightâ¦\n",
      "\n",
      "3777 fuck terrorism. fuck easily accessible assault rifles. fuck shooting people during pride. orlando fuckallofthis\n",
      "\n",
      "3778 wow. us open amateur hour on fox. just show the golf and be quite! people walking in front of commentators on air?\n",
      "\n",
      "3779 regret my lipkit buy. it flakes,color looks terrible on me, formula dries badly. looks like a cheap dup.\n",
      "\n",
      "3780 â gold locked in tight range above $ 1280, fed in spotlight blog silver gold forex\n",
      "\n",
      "3781 sleepy tigh tight respect swag selfie pixel pixela aseprite\n",
      "\n",
      "3782 in a feeble and desperate attempt to turn public mood against syria, in comes the next muslim falseflag op. cnn bbc\n",
      "\n",
      "3783 i find it sad and disgusting that a gorilla incident has way more outrage than the weak stanford rapist sentence.\n",
      "\n",
      "3784 rip to all innocent lives lost. horrific\n",
      "\n",
      "3785 riparadise to the innocence that fell in orlando and who doe everyday from sick â¦\n",
      "\n",
      "3786 80 thousand care workers in the iuk are immigrants and most elderly people say they cant even understand them so bloody\n",
      "\n",
      "3787 . are very upset with low-energy bad judgment very small hands! r u angry?\n",
      "\n",
      "3788 /co/- guitar i'm sorry guys, it's all my fault - comics i'm sorry, it's all my fault -/co/- comics and ca\n",
      "\n",
      "3789 what if obama showed the same anger and disgust towards islamic terrorist as he does trump...\n",
      "\n",
      "3790 officers salute last known 9/11 search dog as she heads to hospital to be put down via insideedition crying !!\n",
      "\n",
      "3791 gop cons who voted for nazi fascist dictator trump are just scared little bullies whoâ¦\n",
      "\n",
      "3792 but carlpalidino can vomit a monster truckload of shit about the usa firstfamily and they don't jail him for hatecrime ? pigs\n",
      "\n",
      "3793 travelled for canucks game sad and disappointed of oiler fans the sad i can't cheer for my own team .\n",
      "\n",
      "3794 new trending gif on , hate, looney tunes, space jam, lola bunny\n",
      "\n",
      "3795 2 weeks of fasting gone, just like that! ramadan is flying past. ramadan\n",
      "\n",
      "3796 he can't even come up with new putdowns lame\n",
      "\n",
      "3797 i am not gonna lie-i might get a little teary eyed tomorrow and/or monday when the 5th graders say goodbye to me... my1stgrouphere\n",
      "\n",
      "3798 as long as politicians keep getting bribes from the gun lobby, nothing will change. orlandostrong gunviolence\n",
      "\n",
      "3799 when in your teamspeak channels are empty\n",
      "\n",
      "3800 makes me so angry. pissedoff theoffice watchit\n",
      "\n",
      "3801 hardest thing i've had to deal with just keeps outdoing it's self lately hardtimes breakups breakingup chinup\n",
      "\n",
      "3802 are you black &amp; feel like the are â¦on you? listen retweet tampa miami newyorkâ¦\n",
      "\n",
      "3803 i didn't know stephcurry has injuries. sorry to hear that! no wonder he wasn't one hundred percent in game5.\n",
      "\n",
      "3804 studio attack bull game 3d: do you really think that his head was empty around the city. each side is sup\n",
      "\n",
      "3805 congratulations because your sma. im so sick of getting labeled with a number pissedrant\n",
      "\n",
      "3806 so that amazing singer christinagrimmie is in heaven now... ripchristinagrimmie... :( you will always be in our heas...\n",
      "\n",
      "3807 days like today make all the bad days that much more wohwhile. ð\n",
      "\n",
      "3808 due date is one month from today! putting the finishing touches on the nursery and trying to get organized babywatch\n",
      "\n",
      "3809 video: on hateful liberals \"america has had enough of this crap!\"\n",
      "\n",
      "3810 you're right, we do need education reform seeing as you failed at reading comprehension several times now. pathetic\n",
      "\n",
      "3811 â chile core consumer price index (inflation) (mom) down to -0.1% in may from previous 0.4% blog silver â¦\n",
      "\n",
      "3812 he's the worse president in the history of this country, yet 53% of americans approve ofâ¦\n",
      "\n",
      "3813 check fathersday kids facing single parenting issue coz of fake women ...\n",
      "\n",
      "3814 you know it's a bad loss when you get 10+ texts from your so cal friends and venmo charges blowing up. nbafinals jordanface\n",
      "\n",
      "3815 â australia pa-time employment fell from previous 20.2k to 17.9k in may blog silver gold forex\n",
      "\n",
      "3816 so do we ð terrible attack hu prayers ð\n",
      "\n",
      "3817 it is truly sad. a who lot of working class men resent being offered help by a woman. evolution still has a lot ofâ¦\n",
      "\n",
      "3818 why? why was fbi not aggressive? your administration seems 2b a vehicle to drive crazy leftist agenda.\n",
      "\n",
      "3819 really need to get some buddha's like these for my garden. life's to serious to be anything but, xxðð\n",
      "\n",
      "3820 managed to keep this secret for a whole week: i'm working on my new album with x â¦\n",
      "\n",
      "3821 long story ð i'll tell you next week when i see you. what time are you going up on friday? xxð\n",
      "\n",
      "3822 it's unbelievable the things people do just so they don't have to see you.\n",
      "\n",
      "3823 africa is dying just because his youth is leaving to go abroad and go develop other people's country.... what can we do?\n",
      "\n",
      "3824 its always the one casting blame that be doing the worst. sick\n",
      "\n",
      "3825 got shafted out of my cure ticket by a friend :-( oh well i've seen them live before i'll live but my friend can go bite her ass :-(\n",
      "\n",
      "3826 - dance (music video) ...... - sorry (music video) .... creativity is scarce! ðª\n",
      "\n",
      "3827 looking forward to visiting my councillor tomorrow. someone said to me, if you go then he'll go on a long tea break.. felt hearing that\n",
      "\n",
      "3828 ali, spoke the truth about white folks....period facts idiot moron theverycoreofamerica\n",
      "\n",
      "3829 they said, god will give what's opposite to the person. hahaha.. sorry for others for mine.\n",
      "\n",
      "3830 missing you comes in waves, today i'm drowning... daddynofathersday hatestrokesloveyourparents\n",
      "\n",
      "3831 be so that people think you're a little weird. :)\n",
      "\n",
      "3832 i was looking forward to this when i booked my vacation to korea but i didn't know it was this late...\n",
      "\n",
      "3833 spate of shootings in l.a. county leaves at least seven dead and five wounded - la times and ridiculous\n",
      "\n",
      "3834 and still no hot chocolate with whipped cream.\n",
      "\n",
      "3835 when you can just ðð someone in the face and not give a fuck ð¡ exsforareason fuming wtf always tryna find out shit ð¡ð¡ð¡\n",
      "\n",
      "3836 everyone ask why they endorse such blatant\n",
      "\n",
      "3837 spent 9.5 hours cleaning today, meetings all day tomorrow, then done exhausted but\n",
      "\n",
      "3838 if you are annoyed or scoff @ updating your ios, we can't be friends apple announces iosâ 10 via\n",
      "\n",
      "3839 when you know when you wake up your gonna be a loose cannon with a sho fuse because of the heat and your job trouble paddedroom\n",
      "\n",
      "3840 sabe que? down too &amp; you're selling a lowiq baboso weakass l7 chimpo stereotypeto to americans\n",
      "\n",
      "3841 so earlier i had a garage sale in front of my house. kumita lang ako ng 30 pesos. but at least my kinita pa din right?\n",
      "\n",
      "3842 when in your teamspeak channels are empty\n",
      "\n",
      "3843 breaking news former coach joined mpumalanga black aces\n",
      "\n",
      "3844 its early, still almost no one here for this year's pdx rosefestival grandfloralparade. shocking\n",
      "\n",
      "3845 kimbi4u - everything that has to be with pleasure: young nude porn naughty wet sexy hot nasty ...\n",
      "\n",
      "3846 now your completely changing the subject - thread just got boring - good evening stillbadjournalism\n",
      "\n",
      "3847 feelinggood feelingpretty no matter what other ppl say don't let words bring you down just stay positive :*\n",
      "\n",
      "3848 finally!! wiiiiiiiiiiiiiiiiiii ðâ¤ overwatch blizzard game finally hype tracer\n",
      "\n",
      "3849 if all your nightmares and fears have been true,how can they be false this time around :( feelingbad depressed trust fling affair\n",
      "\n",
      "3850 kids being left in cars and left to get close to dangerous animals shows how irresponsible parents are with their kids noâ¦\n",
      "\n",
      "3851 painful truth-another gunman w hate ideology (racism, trumpism, islam, christian) has easy access to assault weapons\n",
      "\n",
      "3852 looked small &amp; amateurish; his questions were inappropriate &amp; unjustly harsh\n",
      "\n",
      "3853 arabs all of them preying on poor slavelabor\n",
      "\n",
      "3854 negative emotions have an impoant role to play in a life; they're big, flashing signs that something needs toâ¦\n",
      "\n",
      "3855 the most dangerous thing in democracy is we choose leader with trust and then they form a govt which never follow the democracy at all\n",
      "\n",
      "3856 missing my friends lonely_withoutthem\n",
      "\n",
      "3857 le mans pit lane is the place to be for any motorspo junkie. only a few hours to the sta now.\n",
      "\n",
      "3858 how can your own family members hate on you...\n",
      "\n",
      "3859 literally, something wrong happens to us; when am with you. aj aj235 johnravitej yoyojohn relationship badtime josh\n",
      "\n",
      "3860 appalling customer service without tv &amp; broadband can't even fix remotely. having to wait days engineer noweekendtv\n",
      "\n",
      "3861 it is 2 think even 1 died (black muslim etc) 4 trumpâ¦\n",
      "\n",
      "3862 anc has complained that the pap is to white according to their affirmativeaction bee quotas lawâ¦\n",
      "\n",
      "3863 are we entering a new age of ? a repoer reflects on the hate crime beat\n",
      "\n",
      "3864 not interested in a guncontrol and prochoice advocate gop candidate. though i agree. dementeddonny is .\n",
      "\n",
      "3865 are you black &amp; feel like the are stomping on â¦? listen retweet tampa miamiâ¦\n",
      "\n",
      "3866 and all those others that didn't win are losers. i hate losers.\n",
      "\n",
      "3867 i despise this antiamerican muslimpos &amp; everything he stands for! trying to destroy the usaâ¦\n",
      "\n",
      "3868 paradise ð now the secret is revealed))\n",
      "\n",
      "3869 basic habits of chronically unhappy people. and how to change them worklifebalance\n",
      "\n",
      "3870 about to sit down to watch and co smash it in\n",
      "\n",
      "3871 who fuckin coat? ð­ð­ ugly ass lmfao\n",
      "\n",
      "3872 holy shit. a bodega tapas bar just opened a half block from my house yegfood\n",
      "\n",
      "3873 my little bro may have just beat me in basketball\n",
      "\n",
      "3874 are you black &amp; feel like the are stomping on you? â¦ retweet tampa miamiâ¦\n",
      "\n",
      "3875 well jel!! i've no been on a night out in town in so long. like years.\n",
      "\n",
      "3876 you can barely wait? how do you think we feel? argh! can't hardly wait!! toddsquad ðððððð¤ð\n",
      "\n",
      "3877 just look at his eyes. he's a fucking psychopath. how did he get anywhere near!! ðð\n",
      "\n",
      "3878 blackface, prostitutes, hatespeech: a brief history of the mummersparade behaving badly' xenophobia\n",
      "\n",
      "3879 pls he suffers from both schadenfreude and freudenschade and bitter man. any other club chairmâ¦\n",
      "\n",
      "3880 this plays in my head whenever you talk. you know who you are. assholeswillbeassholes fuckmylife tired\n",
      "\n",
      "3881 very little is needed to make a life it is all withinâ¦\n",
      "\n",
      "3882 trump's hair is no mystery &amp; he may be but he's not averse to appropriating a few tips from black women.\n",
      "\n",
      "3883 niggaa would fuck over they boy just to hit some pussy\n",
      "\n",
      "3884 feeling so so blessed today. (can't stop crying ð­)\n",
      "\n",
      "3885 libs are obsessed with tone. !\n",
      "\n",
      "3886 decided to watch old james bond movies cause they're less violent than reality\n",
      "\n",
      "3887 our pizza base already for our cob oven build thanks to for supplying some fantastic supplies.\n",
      "\n",
      "3888 this is whatâs wrong with our country these days.. kardashins making headlines for stupid things rather than actual news\n",
      "\n",
      "3889 this game is massive!! come on nervous eng wal euro2016\n",
      "\n",
      "3890 senate dems still asking the wrong questions. wont ask about the actor, only the object. guncontrol\n",
      "\n",
      "3891 sydney: illegal brothels luxury apament building, residents - australia propey realestate money\n",
      "\n",
      "3892 bad players make us .\n",
      "\n",
      "3893 olathe polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "3894 watch them not even have what i need ! answer your phone! i'm wasting my lunch for this shit\n",
      "\n",
      "3895 my daughter's strengths r mth/sci but she loves makeup and a...as a fmr engineer it's hard but i encourage her interests.\n",
      "\n",
      "3896 olathe polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "3897 empowerment of by trump is absolutely scary. this cud slip to dangerous levels. look 4 legislative attacks on â¦\n",
      "\n",
      "3898 y'all all on bron dick but if he lose y'all gone be bad mouthing dog\n",
      "\n",
      "3899 (daily express): rows sour judi dench's bronte society yet again : bitter..\n",
      "\n",
      "3900 today's adventures âð¾ï¸âð¾ trinigirl colourpopcosmetics lippiestix tired islandlifeâ¦\n",
      "\n",
      "3901 the next move is on you...the door is open...walk through it..the past is over praise god.\n",
      "\n",
      "3902 fuck boys. i spilled ranch sauce on my pillow.\n",
      "\n",
      "3903 manchester united fans angry as rooney &amp; mata areâ¦ spos another fans film\n",
      "\n",
      "3904 i'm shamelessly for season 4 orangeisthenewblack ð oops i got in trouble 4 taggingâ¦\n",
      "\n",
      "3905 stop acting so small! you are the universe in motion. joytrain\n",
      "\n",
      "3906 â turkey budget balance dipped from previous 5.4bâ to 3.7b in may blog silver gold forex\n",
      "\n",
      "3907 dont have to lie about the food im eating anymore ð that bitch has 5 kids and cant cook for shit ð­\n",
      "\n",
      "3908 crazy day but i'm ready! job interview and then graduation!! &amp; nervous ðð\n",
      "\n",
      "3909 please can someone stop the world, because i want off. tired deflated emotionallydrained fedup atmywhittsend overwhelmed neednap\n",
      "\n",
      "3910 i hate it when a youtuber does a giveaway. it is like why bother entering it when i am clearly not going to win it. frustrated mad\n",
      "\n",
      "3911 fo u eva have days where u cnt shake off the mood ur in ð i have no idea y haha just v grrr approach with caution i may bite!\n",
      "\n",
      "3912 slice slice slice selfharm depression depressed suicide anxiety broken ... (vine by\n",
      "\n",
      "3913 how quickly we blame an inanimate object and remove responsibility from an evil individual tied to a terrorist group. orlando paris\n",
      "\n",
      "3914 sometimes you just have to let others be disappointed they have their own emotions and you have to live your life. yolo selflove\n",
      "\n",
      "3915 allahsoil enlightenment is wasted on the wilfully blind. â¦ emiratis 2016in4words\n",
      "\n",
      "3916 â new zealand electronic card retail sales (yoy) dipped from previous 7.8%â to 3.3% in may blog silver gâ¦\n",
      "\n",
      "3917 sometimes you just have smile and not take yourself too seriously greatday sandiego\n",
      "\n",
      "3918 elections2016 bullshit this is what happens when you don't bother to factcheck losers yourealldoomed\n",
      "\n",
      "3919 wtf is that shit about?\n",
      "\n",
      "3920 so and tragic prayingfohefamily :(\n",
      "\n",
      "3921 for anyone who needs proof that even a little girl can changetheworld here it is. bihday annefrank\n",
      "\n",
      "3922 so honored and to have this chick cutting bass on my new album today! and,â¦\n",
      "\n",
      "3923 sposspecialties polar bear climb racing: angry polar bear climb racing, the polar bear living in cold p\n",
      "\n",
      "3924 a link between mental health disorders and creativity. a media psychology\n",
      "\n",
      "3925 my laptop's broken now cant binge watch criminal minds on netflix\n",
      "\n",
      "3926 what at an awful sta to the day. if the football continues my luck we'll get beaten 10-0 gutted\n",
      "\n",
      "3927 findingdory can't wait to watch this movie waited for so long\n",
      "\n",
      "3928 how can we expect the sharks to tie this game up with only one fucking shot on goal in this period. one. sjsvspit\n",
      "\n",
      "3929 igersbnw attack bull game 3d: do you really think that his head was empty around the city. each side is s\n",
      "\n",
      "3930 it's wednesday my new column the benefits of is now online the secret to a marriageâ¦\n",
      "\n",
      "3931 birds the movie catapults you into a cinema-hall with little children to adults, all choling loudly with laughteâ¦\n",
      "\n",
      "3932 wtf does dory die in this move\n",
      "\n",
      "3933 because lebron cried when he got trash talked, gs was a man down?? then lebron walked over the guy is disrespectful way\n",
      "\n",
      "3934 auba wil go 2 city, vardy x liverpool morata wil stay @ juve n gud old giroud wil stil sta for arsenal next season pathetic wenger\n",
      "\n",
      "3935 oh but you need this to live cause something dead &amp; sick can somehow sustain life i forgot\n",
      "\n",
      "3936 dark, horror antagonizing possession:\n",
      "\n",
      "3937 obama/jarretts who agenda was to destroy everything good about this country and inflict even bit of hate\n",
      "\n",
      "3938 why? because the repo the nof/phc placed in the public domain is an incoherent mess.\n",
      "\n",
      "3939 it's such a shame ð selfie me girl today blueeyes smiles cheesy hairup shame\n",
      "\n",
      "3940 udtapunjab' row - shameful that amarinder promoting a 'vulgar, indecent and abusive' film:\n",
      "\n",
      "3941 twinklatinboys - na: slut snapshot hot nasty naughty sexy horny shy porn nude kinky xxx y...\n",
      "\n",
      "3942 shocking such abandoned dilapidated blight in jackson, mississippi. why allow those structures to remain? tragedy\n",
      "\n",
      "3943 i'm so hungry but the kitchen is at least 30 ft away. too depressed to walk. depressed hungry\n",
      "\n",
      "3944 battlefront 2 in 2017 with new trilogy content, 3rd person star wars game from makers of dead space in 2018\n",
      "\n",
      "3945 it is truly sad. a who lot of working class men resent being offered help by a woman. evolution still has a lot ofâ¦\n",
      "\n",
      "3946 isn't it bad enough christopher robin left his friends in the 100 acre wood and andy davis (toy story) gave his away?!\n",
      "\n",
      "3947 hea?&lt;3 anime bleach ulquiorra song: sad song by we the kings. (vine by fandom addict)\n",
      "\n",
      "3948 wtf what is racism then? would he have done same with a white mother? proof that there is a group that isâ¦\n",
      "\n",
      "3949 wtf happened to manservant broke him like a rented mule. now he follows drumpf around liâ¦\n",
      "\n",
      "3950 ucla campus placed on lockdown after two shot via scary i hosted on monday! sâ¦\n",
      "\n",
      "3951 nothing humorous about your jibes u arrogant trump official paladino under fire over crude obama remarks -\n",
      "\n",
      "3952 .purfles is a 3 member s. korean girl group under crescendo music. they debuted w/ the single \"1,2,3\" on 20141023.\n",
      "\n",
      "3953 the really bad element for bernie last night - hrc praises him in her speech, to a roaring crowd; bernie suppoers booâ¦\n",
      "\n",
      "3954 so you seek to shame someone to stop as the murderer of black population?\n",
      "\n",
      "3955 i liked infinity tho....too bad it never released as single ð©\n",
      "\n",
      "3956 literally geeking so hard over this schedule rn ð²â¡ï¸ð² 8 days fam!!!!!! forest\n",
      "\n",
      "3957 seriously? can't believe this in 2016! trump ally wishes mad cow disease death for obama - cnn crazy\n",
      "\n",
      "3958 that is too sad about udtapunjableaked it shouldn't happen.. stay strong team. kareena\n",
      "\n",
      "3959 a good way to protect your account is to activate 2fa. too bad it doesnt work in germany! fix this now!\n",
      "\n",
      "3960 ððscience of stupid on nat geo ðð\n",
      "\n",
      "3961 3pm class and i'm already here in the classroom. ð earlybird bored hashtag\n",
      "\n",
      "3962 mc decided to take a late night walk. host 2016\n",
      "\n",
      "3963 but you feel obligated to fuck it up because you can't have what you want? illpray4u\n",
      "\n",
      "3964 my ð&amp;ð go out 2the victims &amp;families of this horrible attack in orlando. if ur a voter think twiceâï¸ ðª votetrump2saveðºð¸\n",
      "\n",
      "3965 if thats ur logic you should be aftr cheney, since his active decisions lead to the the death of thousands of military.\n",
      "\n",
      "3966 :( i tried to reach. hit my phone screen.\n",
      "\n",
      "3967 new poem 2/9 \"i'm confused\" - confusion hypocrisy spokenwordpoetry poems sociopolitics excess distress\n",
      "\n",
      "3968 father's day to the single mother's cause these\" bitch ass niggaz\" can't even get a job or paid bt wana date ðððð\n",
      "\n",
      "3969 late ff to my gamedev indiedev indiegamedev squad!\n",
      "\n",
      "3970 she was not ' right ' she was a decent, concerned human being that did not see things in black and white.\n",
      "\n",
      "3971 attica! attica! attica! oh this is so .... grrr . . oitnb season4 episode13 oitnbchat bingewatching\n",
      "\n",
      "3972 bihdaygirl champers and creed this morning then surprise time! ðð¾ðªð¸ it's bloody roasting! ð¥âï¸\n",
      "\n",
      "3973 there is little difference between rjd of bihar n of punjab -both hv failed miserably in discharge of their administrative duties! tb\n",
      "\n",
      "3974 new trending gif on , community, angry, what, mad, donald glover, childish gambino, cravetv, freakout,â¦\n",
      "\n",
      "3975 truth of it! no longer abt fighting bc of pride but rather fighting against pure evil n hate just to survive\n",
      "\n",
      "3976 btw, fuck blm and fuck that bitch which is real . any simpleton can figure that one out.\n",
      "\n",
      "3977 ði'm finally breaking...ð . . . . . depressed depression anxiety ugly selfhate cuts cutting suiâ¦ htâ¦\n",
      "\n",
      "3978 this is completely random but i can't believe that our country's two presidential nominees are a racist bigot and a hypocritical witch !\n",
      "\n",
      "3979 sad moment when does not recognize me :( abhi newaccountoldfriends\n",
      "\n",
      "3980 cloudsporn attack bull game 3d: do you really think that his head was empty around the city. each side is\n",
      "\n",
      "3981 i will miss you stephen keshi..so long.. keshi stephenkeshi\n",
      "\n",
      "3982 happy or sad? let the jewellery do the talking! sad earrings ring jewellery gold lovegold ruifier\n",
      "\n",
      "3983 healthandfitness attack bull game 3d: do you really think that his head was empty around the city. each s\n",
      "\n",
      "3984 so i bought nfs 2015 today.....and returned it. worse nfs title i have played to date. needforspeed wasreallyhopingitwasgood\n",
      "\n",
      "3985 i havent ate no fast food/ home cooked food in 3 daysð nothing but junkfood\n",
      "\n",
      "3986 what is terribly wrong with this picture?\n",
      "\n",
      "3987 racism is now front and center in trumpworld. these kkk folk are now out in the open. kkk trumpworld â¦\n",
      "\n",
      "3988 i remember when my phone battery lasted 48 hours. now it's literally dead in like 3 hours.\n",
      "\n",
      "3989 well we didn't have the luxury of playing mexico. we've at least done it once. you've never done it. ever. dosacero\n",
      "\n",
      "3990 i got sunburnt :( it hus pain youtube\n",
      "\n",
      "3991 wow! the criminals wouldn't fight for me but they fight for someone out of uniform pathetic\n",
      "\n",
      "3992 bill you're a fucking communist antiamerican unpatriotic disgrace take your ass to russia...ððð\n",
      "\n",
      "3993 agree just take bin but common sense they know who are persistent and those where it's a one off council tax tut\n",
      "\n",
      "3994 the world is !! i tweeted earlier.... it's sad!! our world is turning into a political zoological disaster\n",
      "\n",
      "3995 black spindle and zen metor all in one night destiny goodjob\n",
      "\n",
      "3996 scientists are against ! but only if the child is less than 18 months old...\n",
      "\n",
      "3997 hot bath tv on my back up phone a cold drink\n",
      "\n",
      "3998 babies booginhead sippigrip training bottle leash - blue green white bouncingbaby\n",
      "\n",
      "3999 connecticut attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "4000 , wait just a minute. nobody told me i'm supposed 2 hate sex. catholic wife can i just fake hating it? fakeittilyamakeit\n",
      "\n",
      "4001 hey guys it has been 3 months and still no greek subtitles added to your content. is that so hard? dissapointed\n",
      "\n",
      "4002 and need i mention all the money you have received from the nra..who is more responsible now? disgusted nohero2me\n",
      "\n",
      "4003 you said it all in your 4 last tweets...ð¥ will all this crap end one dayð\n",
      "\n",
      "4004 pathetic push as the kicker hit it. penalty. replayed it about 20 times. .\n",
      "\n",
      "4005 due to the nature of my work, i miss fav themorningfix, have to catchup on twitter ,\n",
      "\n",
      "4006 stop looking for reasons to be unhappy and think of all the reasons you have to be instead.\n",
      "\n",
      "4007 apparently not as long as it took you to think of that weak response.\n",
      "\n",
      "4008 nhsscot16 check out the data black box ! datacosmology analytics intelligence\n",
      "\n",
      "4009 bummer! disappointed i wasn't able to replace my list sweater... i loved that sweater! :(\n",
      "\n",
      "4010 oomf be ready to fuck the next bitch after a break up ð¤\n",
      "\n",
      "4011 and stop crying \"bhakt bhakt\" when you are cornered with no rational answer to offer. trust me read a book! it willâ¦\n",
      "\n",
      "4012 pomona polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "4013 millions of people will go to bed tonight and wake up with a stiff neck, headache or numbness in their hands.\n",
      "\n",
      "4014 so jo' cox died wrong place wrong time nothing to do with politics rip my thoughts are with her family\n",
      "\n",
      "4015 are you a little ?\n",
      "\n",
      "4016 living with a survivor of traumaticbraininjury (tbi) can be deeply and very frustrating...\n",
      "\n",
      "4017 bihday bitch. i'm a fucking princess today. ððððð selfie bihday 23 flowers\n",
      "\n",
      "4018 expect lauren and camila will avoiding each other again in their nxt show frm now on, dont expect a camren interaction. truth\n",
      "\n",
      "4019 2 ways to b in life- never take help of tears to show ur emotions..&amp; never take help of words to show ur anger..\n",
      "\n",
      "4020 take me back to last saturday wearepoadelaide power adelaide oval cold memories selfie ðððððð\n",
      "\n",
      "4021 â pougal consumer price index (yoy): 0.3% (may) vs previous 0.5% blog silver gold forex\n",
      "\n",
      "4022 , commercial, cow, chipotle\n",
      "\n",
      "4023 these little horror trinkets make me far too horrorblock freddykrueger jasonvoorhees sam\n",
      "\n",
      "4024 ââðð ð toptags top.tags nothappy cry crying tearsâ¦\n",
      "\n",
      "4025 what about mexican fans? :( nobody care about us\n",
      "\n",
      "4026 truth is, it's doubtful that we're even scratching the surface of their depravity...guns give them the manhood they lack.\n",
      "\n",
      "4027 has fooled a lot of young ppl who haven't researched her felonious acts. her blatant disregard for 4 americans lives.\n",
      "\n",
      "4028 euro2016 countdown to opening game fra rou i'm so and i can not hide it i think i'm losing controle and i like it.\n",
      "\n",
      "4029 sad how people feel they have to treat others like scum just because of their religion, race, sexuality, ect. jcpenney râ¦\n",
      "\n",
      "4030 seriously sad &amp; scary. scary\n",
      "\n",
      "4031 have just announced an nz show and i'm not sure but i don't think i'm breathing anymore. ptx\n",
      "\n",
      "4032 not really happy now a days but i'll fake it. gayboy justwannagohide justsmileandhideit.\n",
      "\n",
      "4033 happier now than i have been for a long time. finally yay\n",
      "\n",
      "4034 be careful using that term about and other -s - once you tweet it, they are almostâ¦\n",
      "\n",
      "4035 what about black tea?\n",
      "\n",
      "4036 , crying, natalie poman, barber, v for vendetta, hair cut, shaved head\n",
      "\n",
      "4037 i keep blocking news such as the toddler killed by an alligator or the woman who jumped from a bridge into the river holding her 6yo..\n",
      "\n",
      "4038 sorry? sorry?? themusketeers not on again until mon 20th? bad enough that it's the last series without messingâ¦\n",
      "\n",
      "4039 itâs pretty fâcked up that in america you can be hated, persecuted, and killed for just being yourself orlando\n",
      "\n",
      "4040 are â¦ black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "4041 i deserve this! i worked hard this week ð workworkwork gelato haagendazs choclatelover\n",
      "\n",
      "4042 when people get hu, they learn how to hate inshot cute summer blur sun fun dogâ¦\n",
      "\n",
      "4043 today and everyday choose to be happy....even in the midst of difficulties... womeninspired fridâ¦\n",
      "\n",
      "4044 ... and biherism &amp; . must keep the black president in check.\n",
      "\n",
      "4045 it is game 7 2002 all over again nbafinals\n",
      "\n",
      "4046 coke headz really nead to stay out of my circle! its crazy! seem like everyone is doing that b.s these days! ...\n",
      "\n",
      "4047 :-( depressed depressededit suicidal notokay selfharming (vine by\n",
      "\n",
      "4048 looking at the dvr schedule and seeing that there is no new survivor on tonight.\n",
      "\n",
      "4049 imwithher blacklivesmatter bigot xenophobia socialjustice notmypresident &amp; any other stupid lib word woâ¦\n",
      "\n",
      "4050 if i knew before that get some suppo of very difficult from will be better change the phone brand. nothinghappn\n",
      "\n",
      "4051 attacks 11 week old baby. kills mother. shocking disgusted\n",
      "\n",
      "4052 black12iwhiteboy - na: porn nude xxx nasty young horny slut hot shy sexy naughty kinky we...\n",
      "\n",
      "4053 fine ill boycott it!\n",
      "\n",
      "4054 scribble polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places loo\n",
      "\n",
      "4055 cavs i see game 6,7ððð cavs\n",
      "\n",
      "4056 instead of a united front against the gop nominee who is a racist, tyrannical liar and sociopath i've been arguing with other dems.\n",
      "\n",
      "4057 june i'll be htx allsunmer long. june to august, and then finish up the summer inâ¦\n",
      "\n",
      "4058 wen u see something that surprises the fuck outta u &amp; r still in shock ð±ð±âºï¸âºï¸ facetime omg watdidijustsee\n",
      "\n",
      "4059 \"who hired these stupid people?!\" uh, the people you hired boss. dumbdonny donthecon .\n",
      "\n",
      "4060 failed businessman rips off realamericans. pathetic disgusting\n",
      "\n",
      "4061 queuing for merch... show stas in less than an hour!!!!!!! btsepilogueinmacau btsinmacau\n",
      "\n",
      "4062 how in the hell am i suppose smile i got screwed over at my job by some idiot i'm done with life period failure\n",
      "\n",
      "4063 less than a week til ð\n",
      "\n",
      "4064 less than 1 month! our tennessee &amp; alabama extravaganza is getting close! music songwriting recording\n",
      "\n",
      "4065 drinkin my coffee &amp; listening to a story bout how hilary clinton defended &amp; set free a brutal child rapist. knowing he was guilty.ð¤\n",
      "\n",
      "4066 blackface, prostitutes, hatespeech: a brief history of the mummersparade behaving badly' xenophobia\n",
      "\n",
      "4067 holy shit i miss my girl so damn much and its been like 3 days since ive seen her what the fuck\n",
      "\n",
      "4068 i'm weak ð­\n",
      "\n",
      "4069 after orlando massacre.. a doodle orlando tragic lgbt prayfororlando\n",
      "\n",
      "4070 another sad, forgotten idiot from the trying to out trump trump.\n",
      "\n",
      "4071 do you hate ? putinspuppet loves attention. on january...\n",
      "\n",
      "4072 prayers to all the victims of the orlando shooting victims. especially to the lgbt community. tragic\n",
      "\n",
      "4073 trump new york co-chair makes racist 'gorilla' remark about michelle obama &lt; you total tool! fucking moron. htâ¦\n",
      "\n",
      "4074 army peru lovebts youngforever i want go to korea :'(\n",
      "\n",
      "4075 probably a not so closeted who'd have been posing w/a black man not long ago. ..nuff said..\n",
      "\n",
      "4076 scheduled delivery is now 23 hrs late. no phone call or update in the last 19 hrs. you have my $$ and purchase.\n",
      "\n",
      "4077 true story... crazy\n",
      "\n",
      "4078 btw it's cheaper than having waited until friday and take $3 less than auction. &gt;500 head traded in tx tw on 600k kill.\n",
      "\n",
      "4079 i could cuddle this little man for hours! babyboy picoftheday auntietime auntieandnephew\n",
      "\n",
      "4080 shit guys ó¾´ó¾´ is lie ó¾ó¾\n",
      "\n",
      "4081 it sux some people are disappointing even before you meet them..most people are just full of themselves/shit...\n",
      "\n",
      "4082 long way up uphill mountains alpine alpinetrail alpineview viewpoint views view â¦\n",
      "\n",
      "4083 blessedbaby \"it's estimated that about 70 percent of babies with down syndrome are aboed.â\n",
      "\n",
      "4084 another disappointing result for por :(\n",
      "\n",
      "4085 the moment when 2 hours pass after you said you were going to sleep.. fail goodnightforrealbye\n",
      "\n",
      "4086 hey brexit / leave xenophobes - tell us how economy affected / growth forecasts etc if uk leave eu ? no? just less iâ¦\n",
      "\n",
      "4087 so sad ones\n",
      "\n",
      "4088 fathersday fatherã¢ââs day, dad | skinny and single buy things about \"hâ¦\n",
      "\n",
      "4089 black fucking rapping sexy women bihday nude\n",
      "\n",
      "4090 sta laughing! crying only makes you sad. laugh cry distressed anxious change mindset depressed\n",
      "\n",
      "4091 its pretty depressing that am graduating in 3months n i dont look forward to going back to nigeria cos am scared i may not get a job.\n",
      "\n",
      "4092 lowes is getting as bad as homedepot\n",
      "\n",
      "4093 this is if you are sad:( -- depression depressed depressedgirl depressedboy anorexic anorexia encouragiâ¦\n",
      "\n",
      "4094 my hea aches for the friends and family of dead and injured in orlando...senseless orlandohorror prayers\n",
      "\n",
      "4095 orange is the new black comes back in 2 days. wowwwwww\n",
      "\n",
      "4096 wats really wrong wid humans? 50 dogs burnt alive coz they attacked cattle. r v even humans? dogsburntalive indiatoday\n",
      "\n",
      "4097 see as cavs just waste my fuel.\n",
      "\n",
      "4098 . a 240-year-old glass ceiling for women smashed by hillary...and and some women (like you) are not happy?\n",
      "\n",
      "4099 if you follow me for my body, you are selfish. i just want to live a normal life.. depressed in 2016 loveme imsecreâ¦\n",
      "\n",
      "4100 are â¦ black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "4101 otherwise i'll get my (way) less expensive one first ð¬\n",
      "\n",
      "4102 allahsoil all war is violent (except perhaps in thailand). â¦ teambtsâ¦\n",
      "\n",
      "4103 after yesterday's failure to lead against our countries enemies and endorsement of killaryfbiinditment\n",
      "\n",
      "4104 bad business.\n",
      "\n",
      "4105 just got done threatening my coworker to give me money and he says \"black male is illegal\" smh really\n",
      "\n",
      "4106 comingsoon !!!!!! i'm so and hard at work for these!! each gem is hand placed and aâ¦\n",
      "\n",
      "4107 and here is exactly what's wrong with trump voters... lack of basic reading and comprehension skillâ¦\n",
      "\n",
      "4108 been working hard on improving my plating, hopefully slowly getting there... chefslife newcareer learning\n",
      "\n",
      "4109 broken i was break my draw again!!! :( i can't again...\n",
      "\n",
      "4110 mana andharilo unna common qualification ! manaki mana father's ante ishtam father's day\n",
      "\n",
      "4111 sick &amp; over alleged tigeemple slaughterhouse disgusting &amp; wrong - and here the endangeredtigers thought they were safe ð\n",
      "\n",
      "4112 watch angry grandpa react to gift of new house video: grandpa house\n",
      "\n",
      "4113 two chapters down in one day thankful\n",
      "\n",
      "4114 i am fucking disappointed. i will pout now. cheer me up, internet? pouting cheermeup girl\n",
      "\n",
      "4115 babies hudson baby minky blanket - pink giraffe bouncingbaby\n",
      "\n",
      "4116 broken buffalo simulation: buffalo for you to take in the vicinity of their homes to do. in this way, you\n",
      "\n",
      "4117 can't believe i'm leaving to d.r. in a couple of hours. anxious\n",
      "\n",
      "4118 dark matter, a movie about a science grad student: starring meryl streep and ye liu awareness\n",
      "\n",
      "4119 when jacob my king is sleeping im awake but when i am sleeping jacob is awake ððððð©ð­ weird world\n",
      "\n",
      "4120 thanks to dom, either my body fat is slowly decreasing or my muscles are finally deciding to come out due to his workouts\n",
      "\n",
      "4121 i mean, can we do anything anymore? news fuckedup terrorattack again orlandoshooting bbc tragedy\n",
      "\n",
      "4122 how's mars bar in charging guys â£5 for entry and girls â£2? isn't that like modern sexism? shame charges unfair\n",
      "\n",
      "4123 if your nipples don't get hard when u play the fireemblemfates final battle and hear that theme, well then ur probably\n",
      "\n",
      "4124 my silence doesnât mean that i quitâ¦ it simply means th is doesn't mean forever cause there sad story when the happy is endingîî\n",
      "\n",
      "4125 so we now want it dead? hmm humans touch animals, but woe dare an animal touch us.\n",
      "\n",
      "4126 summer is up !!! âï¸ðð»â± me crazy sexy boy men man selfie photo model photographyâ¦\n",
      "\n",
      "4127 will be sadly missed x\n",
      "\n",
      "4128 meme e3 ifunnyhe fuck them all\n",
      "\n",
      "4129 a had a dream that a winched harry styles last night hahahaha fuck sake a couldnt even winch perez hilton if a wanted nvm him ðð\n",
      "\n",
      "4130 dad fucks small teen babysitter mp4\n",
      "\n",
      "4131 bad morning doseofcolors i m trippy surrounded by unwanted peopleslist musicislife stayblessed\n",
      "\n",
      "4132 first car accident i've had that's been my fault. i feel awful and want to cry :( caraccident feelingcrappy needahug\n",
      "\n",
      "4133 every woman should have a little black dressððð wall glasses l4l polish instagood doubletap buildings composâ¦\n",
      "\n",
      "4134 don't be a parent if you're not ready for parenting! it could lead to child abuse!\n",
      "\n",
      "4135 payintheusa polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "4136 where did the bocconcini salad go? it seems to be missing from your menu\n",
      "\n",
      "4137 today is anna frank's bihday - she woult have been 85 .imangine a world without hate we do bihday anna\n",
      "\n",
      "4138 congratulations big guy. how has she put up with your moaning for that long ð\n",
      "\n",
      "4139 u hear it here folks - islamicjihad, radicalislam, touous barbarians, horrible people!!! you know that's right mr. bho!!! tcot\n",
      "\n",
      "4140 what?! no!! loki has been seduced by a fucking succubus! the damn succubus of all succubus!_\n",
      "\n",
      "4141 absolutely terrible pic of me. nice one of clara though, and the wharf! sunshine place\n",
      "\n",
      "4142 pondi calling! notexcited confused. ðð\n",
      "\n",
      "4143 what a fucking joke ,..actually just ,..time soon to indict !\n",
      "\n",
      "4144 moments don't forget me. difficult moments trust me. quiet moments call me. every moment bless me.ð¼\n",
      "\n",
      "4145 mother daughter blowjob white girl has sex with black guy\n",
      "\n",
      "4146 i can't bring myself to read about the orlandonightclubshooting. went offline with news breaking, wake up to worst massacre ever.\n",
      "\n",
      "4147 owwwwwwww got beaten down to the flour..\n",
      "\n",
      "4148 trouble is that dementeddonny has made the gop the pay of stupid. .\n",
      "\n",
      "4149 me, myself &amp; i sundaymorning sunday thinkingaboutyou missingyou missing selfie daphneisbackbitches\n",
      "\n",
      "4150 i have picked up several of their books, but have yet to read any. i'm so far behind in reading i will never finish.\n",
      "\n",
      "4151 failure again and again exams take2 pgd study try fedup why life worried sorrow\n",
      "\n",
      "4152 please note this story is fake! (read the comments) \"africans are lazy good at sex theft\" - hillarydesperation\n",
      "\n",
      "4153 please do something, anything about these tragic events. what will it take? maybe another vacation? nextplease prayfororlando\n",
      "\n",
      "4154 orlando nightclub shooting: police say up to 20 dead in terrorist incident myhea\n",
      "\n",
      "4155 watching bodies being pulled out on cnn. chills running down arms awful ððððð\n",
      "\n",
      "4156 i think, trees can get depressed. i am serious. nature\n",
      "\n",
      "4157 oooh so sad rip uriah asante, football will 4ver miss you,my condolence to the family and da big oak tree.\n",
      "\n",
      "4158 i'm disappointed at for continuing to suppo mariasharapova had that been you would dropped her like nothing ð¡\n",
      "\n",
      "4159 anothr bloated jerodtwin colluder angrygaymafia koolaid guzzling hasbeen failure flushedð½â¦\n",
      "\n",
      "4160 . how would that have stopped this attack? omarmateen was an american, acting alone. your ban would've been pointless!\n",
      "\n",
      "4161 fridaythe13ththegame looks very fun!!classic music,creepy atmosphere(music contributes to it),multi-dimensional,and brutal kills!\n",
      "\n",
      "4162 and there will be no more teenager in 5sos\n",
      "\n",
      "4163 other sims are over here studying aliens and saving lives. i'm over here like, omg i wanna be a waitress!! dineout\n",
      "\n",
      "4164 allahsoil this simplistic worldview exists today in the 10 second soundbite. . â¦ emiratisâ¦\n",
      "\n",
      "4165 whilst you're all waiting, get down to our new haberdashery shop at hd1 3qw sewing\n",
      "\n",
      "4166 native traditions keep people grounded. it's too bad \"the other people\" did &amp; tried to rid folks of them unitedstates\n",
      "\n",
      "4167 she is not only a \"low information voter\" but on the verge of complete ignorance. typical leftist\n",
      "\n",
      "4168 , crying, natalie poman, barber, v for vendetta, hair cut, shaved head via giphy\n",
      "\n",
      "4169 so ridiculous any educated basketball mind can watch these nbafinals2016 and see its both rigged/pathetic trying to get $â¦\n",
      "\n",
      "4170 praying for orlando and those who were in pulse as well as their loved ones. spreadlove nothate shocked disappointed\n",
      "\n",
      "4171 feeling down i'm 22 and have nothing to show for it. i don't have any skills or talents and i have tried my ass off. depressed help\n",
      "\n",
      "4172 it's never too late to staover. if you were'nt with yesterday, try somethingâ¦\n",
      "\n",
      "4173 brownsville polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places\n",
      "\n",
      "4174 how would you get trapped in a glass house? is the door locked? are there no garage doors? transparent-casa\n",
      "\n",
      "4175 obama speech today was crazy &amp; , only concern was muslims\n",
      "\n",
      "4176 today in the outside world, there is wet. summer has run away again ... evilweather\n",
      "\n",
      "4177 just been to pick up my ticket for sidney may ball! less than a week to go now! cambtweet\n",
      "\n",
      "4178 hey look at your profile. \"knocking someone down\" you might want to change that.\n",
      "\n",
      "4179 the person i blocked i read a few tweets where she bashed potus but she pretends to like him in a convo. fakeontwitter\n",
      "\n",
      "4180 wtf? 3 people in my house and no ones livepass works! not all of our subscriptions are not expired missedthegame godogs\n",
      "\n",
      "4181 hate when u make bff's on a night out but then forget to ask their names and u never see them again ð\n",
      "\n",
      "4182 conormcgregor runs his mouth endlessly like rondarousey. both have lost. and yet, ppl only take glee in her losing. perhaps?\n",
      "\n",
      "4183 you canât go wrong with jimmy chooâs! aghareedwedding aghareed wedding bigday love â¦\n",
      "\n",
      "4184 isn't it time we realized what we've done: hate exploitation! read america's history!\n",
      "\n",
      "4185 first work out in the books âï¸ we killed it!! pushyourself now time to get some breakfast with the staff ð½ð³ðð¨ââ¦\n",
      "\n",
      "4186 verified: shocking video of myanmar police touring rohingya civilians was shot at koetankauk on nov 5, 2016.â¦\n",
      "\n",
      "4187 we all need to switch to the competition tumbler or vimeo. fuck google\n",
      "\n",
      "4188 my today's morning : me: i want to wear lenses. my red bloody eyes: you want too much, xoxo\n",
      "\n",
      "4189 i hate when u say me ur feelings mefollowfollowmephotooftheday beautifulgirlpicofthedaysmilelike4like\n",
      "\n",
      "4190 now i have done stupid things when drink is involved but that's beyond it all ... neverever\n",
      "\n",
      "4191 milo yiannopoulos.is a hate mongering . i'll never buy another book from nazi ss and tossing any i have in the bin\n",
      "\n",
      "4192 â boe: could forward guidance be due for another change? - fidelity blog silver gold forex\n",
      "\n",
      "4193 wth is wrong with people?!?! restinlove\n",
      "\n",
      "4194 sad kitty face cat\n",
      "\n",
      "4195 i am so bloody excited for destinyriseofiron. i want to preorder now, please!?!? xboxone definitely booking sept 20th off work!\n",
      "\n",
      "4196 it's gonna be such a long 47days without bernice\n",
      "\n",
      "4197 there r few things that i hate, and this is one of them...do not do this keep fathersday nostench ð ew\n",
      "\n",
      "4198 2/3 of small businesses closed over 8 yrs. nyc is negatively transforming extremely fast.\n",
      "\n",
      "4199 *even lost motivation to caption this* crying suicide dep... (vine by queen depressed prayfororlando)\n",
      "\n",
      "4200 size small and size large only stylehausboutique thursday followusoninstagram goodvibes peace...\n",
      "\n",
      "4201 celebrating we are .... well despite that we are going home from france tomorrow :( vacationnotdonethoughfb\n",
      "\n",
      "4202 meanwhile, some french compagnies are still using it ... sucker\n",
      "\n",
      "4203 behind the scenes photo shoot, can't wait for the finished product. dogpark mosman photography dog\n",
      "\n",
      "4204 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "4205 this is tragic..\n",
      "\n",
      "4206 photo of d day: when children r used as aisans, d nation is in ruins &amp; her citizens r hollow childlabor ðð\n",
      "\n",
      "4207 here's a blast from the past! song/great rhythm.\n",
      "\n",
      "4208 this post has been brought to you by 49 dead clubbers at a gay bar in orlando orlando sorry loss mourn\n",
      "\n",
      "4209 is it just me or does ramadhan feels like its less of a ramadhan every year somehow\n",
      "\n",
      "4210 shoes off for the boys in green, one thing i know is that there's gonna be scenes!!! ð³ðââ nervous help irl iâ¦\n",
      "\n",
      "4211 remainin obviously dont understand sending an autistic 19yr old a letter with their fright tactics, violent tantrums now thanks!!!\n",
      "\n",
      "4212 mere words don't express the sadness in my hea for the loss of the 2 year-old. may god comfo the heas of all in this loss.\n",
      "\n",
      "4213 newjersey polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "4214 when will this pms end?! i hate feeling my feelings of hatred. bleed vagina! just bleed! girlproblems unfocused tmi\n",
      "\n",
      "4215 so so shocked and sad for the death of jo cox today. outrageous\n",
      "\n",
      "4216 as an american citizen should i be more afraid of rapists or gun nuts?\n",
      "\n",
      "4217 trinationodi to see empty stadiums at westindies.\n",
      "\n",
      "4218 a girl broken his hea ð ð ââââ brokenhea hea guy triste paperguy papelâ¦\n",
      "\n",
      "4219 counting down the days until i can come home and perform with at the ð\n",
      "\n",
      "4220 birds flew thanks to european cooperation.\" brexit would be a sad loss both for gb &amp;finland\": htâ¦\n",
      "\n",
      "4221 you're not very sma if you think i hate all \"white males.\" i hate racism and sexism. that's it. grow a brain, right wingers! p2\n",
      "\n",
      "4222 stop drinking stupid juice.\n",
      "\n",
      "4223 pathetic service. no signal since 1 week &amp; no engineer has turned up yet to chk wt is the problm aftr sevral complaints.\n",
      "\n",
      "4224 crackers? isn't that a little racist? i mean i'm white but think the kkk should burn in hâ¦\n",
      "\n",
      "4225 how utterly : people with incurable stupidity in africa killing people with albinism. good luck with an education campaign.\n",
      "\n",
      "4226 waiting for my chicken breast like..... ðð¤ð½ humpday curves vegas instadaily hungry\n",
      "\n",
      "4227 trump is guilty of treason ! we theresistance must resist hate naked raygun treason\n",
      "\n",
      "4228 dont hate watz on me hate wats in me sauce saucegod fathers day\n",
      "\n",
      "4229 anime website is down for maintenance\n",
      "\n",
      "4230 hey congress how about instead of sending out thoughts &amp; prayers u do something it's ur fucking job! orlando ðºð¸\n",
      "\n",
      "4231 â us may ppi: inflationary pressures slowly building - wells fargo blog silver gold forex\n",
      "\n",
      "4232 hardcore techno remix tight shaved pussy\n",
      "\n",
      "4233 born to travel - forced to work)ðð°â¤ï¸ travel travelgram traveling girl hap..\n",
      "\n",
      "4234 lebron 6'8\" and no post game!!!\n",
      "\n",
      "4235 more like whack jobs! they're going to alienate everyone who has been so generous and ruin it for the rest of us. pathetic\n",
      "\n",
      "4236 we're also not upset we lost because we won by any measure other than a , useless appendix of government thaâ¦\n",
      "\n",
      "4237 i live in nyc and don't see a lot of ove racism. i was disappointed to see how much there is on twitter. must never be tolerated!\n",
      "\n",
      "4238 time to put on the ski ! alps titlus switzerland ski skiing reso crazy cold â¦\n",
      "\n",
      "4239 wo aakhri pal ..... moment ððð kunjsarnaðð comment your feelings :( tashaneishqâ¦\n",
      "\n",
      "4240 so sad that a fellow student from my university angliaruskin has been taken from us. thoughts are with his family rip\n",
      "\n",
      "4241 there was a time, not too long ago, where politics would take a rest after a tragedy. now it's a race to say \"see i told you so!\" 2016\n",
      "\n",
      "4242 \"no happiness here\" by uiotifdh3634 raining animation\n",
      "\n",
      "4243 . unbelievable aicle! tip: it's never ok to tell someone they cannot procreate! m or f!\n",
      "\n",
      "4244 senseless. heabroken. baffled. angry. no words to describe. ripchristina . god needed your voice. my prayers to the grimmie family.\n",
      "\n",
      "4245 fuccckkkk indy is less then a week away. sooo indypopcon indypopcon2016\n",
      "\n",
      "4246 healing from heabreak: how to lessen the pain avengetheheaache breakup lonely heabreak relationship\n",
      "\n",
      "4247 surprise highlights! would you try? ask for salonaks pink hair trends summer\n",
      "\n",
      "4248 need a black page3 girl to shut down nomore page3 for as well as homophobia page3 bringbackpage3 2017\n",
      "\n",
      "4249 i only have one outfit...for my monkey ð\n",
      "\n",
      "4250 jaaaaaaa!!!!! i can't wait! hype insane heavymetalneverdies\n",
      "\n",
      "4251 20 times potus has address the nation after mass shootings happened in the usâ¦ and yet nothing changeâ¦ frustrating stophate usa\n",
      "\n",
      "4252 so sad i'm going to miss fir the first time ever tomorrow. aspiringcostumedesigner\n",
      "\n",
      "4253 box polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looking\n",
      "\n",
      "4254 \"shit is about to go off like popocatepetl in here. i'm like a tornado of anger, whirling inside!\". popocatepetl tâ¦\n",
      "\n",
      "4255 arianagrandedrawing attack bull game 3d: do you really think that his head was empty around the city. eac\n",
      "\n",
      "4256 god is workin ð grateful humble foiinã©branlable\n",
      "\n",
      "4257 dustinjohnson should have played from behind the tv tower. shooter had to play in off frankensteins fat foot. usopen shanelowry\n",
      "\n",
      "4258 extremely to announce that the nominations to watctop50in rising star awards open on 1st aug! pipeline\n",
      "\n",
      "4259 sad songs can actually cheer you up\n",
      "\n",
      "4260 prank dad home slapcam black waiting bastard offensive memes meme by offensivememes69\n",
      "\n",
      "4261 only the gop side of the ledger. and pathetic\n",
      "\n",
      "4262 â united states 30-year bond auction down to 2.475% from previous 2.615% blog silver gold forex\n",
      "\n",
      "4263 we are all shocked to hear the news about we saw her last week. our thoughts and wishes are with her\n",
      "\n",
      "4264 that feeling when christian grey was in the city where you live and you didnt see him........ kviff fuck\n",
      "\n",
      "4265 shopping @ makes the day but no attractive deals today !!!\n",
      "\n",
      "4266 many of my alum friends and waking up shocked to hear of the death of scsu president. shocked\n",
      "\n",
      "4267 after being a victim of a hatecrime (i was called a cr*cker) i now truly understand what it feels like to beâ¦\n",
      "\n",
      "4268 and the press would have you believe bike racing is too dangerous? thoughts go out to the victims in orlando ð¥\n",
      "\n",
      "4269 i'm stepping down as a board member tom as my paner+i are expecting a little girl in approx 3 weeks âº\n",
      "\n",
      "4270 to see a maltingfloor today this humble ingredient with time and passion becomes whisky\n",
      "\n",
      "4271 \"and then the 'hate' kept mourning on the grave of love.\" ~shahtaj iamwriting\n",
      "\n",
      "4272 sad, but true.but then again too is a political power in punjab.talk of the solution being a pa of the prob\n",
      "\n",
      "4273 that's crazy how you give 12 yrs of your life to school.. and just bcus you don't have enough of this n that ..u can have a diploma ð¤\n",
      "\n",
      "4274 well food poisoning sure will help with that losing weight thing... sick lessweightkate\n",
      "\n",
      "4275 my dad is usually loaded up w snacks and today he is not and i am truly\n",
      "\n",
      "4276 jokeoftheday 1pun what does the tornado and black people have in common? it only takes 1 to ruin the neighborhood.\n",
      "\n",
      "4277 loosing punjab bjp and badal family is very upset - now rss to keep of country interest in mind to avoid bjp and sad\n",
      "\n",
      "4278 another comment on social media!! idiot!!!\n",
      "\n",
      "4279 no-one knows what goes on behind closed doors and this woman like a book is judged by her cover. heabreaking\n",
      "\n",
      "4280 i have the ssn,address,home network info and billing info but you still have to speak to my husband. failure\n",
      "\n",
      "4281 what the fuck man this flopping ass nigga!word\n",
      "\n",
      "4282 are you black &amp; feel like the are stomping â¦ you? listen retweet tampa miamiâ¦\n",
      "\n",
      "4283 looks like i have this outline nailed down. amwriting\n",
      "\n",
      "4284 summer with friendâ¨ð¥ summer friend life vlog weeknd crazy i'll miss youð¼ð\n",
      "\n",
      "4285 actually it is the sequester. tippytop? pathetic\n",
      "\n",
      "4286 june 22 is a good friend's bihday celebration out of town so i'm unlikely to make it :(\n",
      "\n",
      "4287 a small, very small, pa in a movie being filmed locally!!!\n",
      "\n",
      "4288 studio attack bull game 3d: do you really think that his head was empty around the city. each side is sup\n",
      "\n",
      "4289 truth? yeah, sorry, not gonna happen. it's a msm journalists \"rule\" not 2 upset the cdn sheople.\n",
      "\n",
      "4290 well,these sewer rats don't take a cent from me,....i don't use to watch \"football\",......but now,i hate it!\n",
      "\n",
      "4291 some of the bus drivers where i live are idiots seriously!! busdrivers showsomerespect\n",
      "\n",
      "4292 if only all the money spent trying to convince us someone is racist, was instead used to help bring people together. trump in the dumps\n",
      "\n",
      "4293 why people become unhappy? motivational thoughts vision life expectations\n",
      "\n",
      "4294 my first time doing studio work and commuting to manhattan at 9 am depressing. line too long at dig inn &amp; sweetgreen 4 lunch\n",
      "\n",
      "4295 such a long day...3 matches and 2 victories! this one from the single semis where i beat esperanza 60,76 ðð¾\n",
      "\n",
      "4296 and by patiently awaiting the release of x shades i actually mean.... slay\n",
      "\n",
      "4297 why not tag in dwayne johnson with this provocative statement? scared? not very agent-like! shame\n",
      "\n",
      "4298 what's happing in orlando is really shocking. we must remember that behind the death toll was someone son or daughter.\n",
      "\n",
      "4299 ( i put it before, but actually kejungie known more as fangirling account of fx than a roleplayer:-( )\n",
      "\n",
      "4300 time for he last episode of themusketeers season 3 v.v.. sucks kinglouis lastepisode\n",
      "\n",
      "4301 don't on to what's not right or doesn't make you . doyou loveyourself bestrong quality\n",
      "\n",
      "4302 seriously disappointed w/ accessiblity policy. was looking forward 2 reddeerexpo, but policy is outdatedâ¦\n",
      "\n",
      "4303 cowards that is what these zealots are! you are not peaceful, you will rot in hell - this is not mayrdom! pulsenightclub momlife\n",
      "\n",
      "4304 you forgot: small hands, orange skin, weird hair, big teeth sociopath insanity misogynist bigotâ¦\n",
      "\n",
      "4305 not even a single shahzadian wished me!\n",
      "\n",
      "4306 for all those, who are sad just remember, it can be wos ð staypositive lifeisbitch ugly never!\n",
      "\n",
      "4307 wtf all the great girl groups are disbanding or not complete. what is wrong with the world. why\n",
      "\n",
      "4308 as per programme arni day 2 finished at 15:35! faculty candidates tired manikins\n",
      "\n",
      "4309 i try to take breaks from twitter/news to detox from violent patriarchal misogyny- &amp; ppl who think it is up for debate- &amp;then this?!\n",
      "\n",
      "4310 not exactly winning are you ?\n",
      "\n",
      "4311 the wife is so fucking psychotic as well. she should have repo the matter before it gets to where it's now orlando painful\n",
      "\n",
      "4312 the girl from a home sensed something was wrong she never met the little boy until years later mystical supernatural psychic\n",
      "\n",
      "4313 physics polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places look\n",
      "\n",
      "4314 look at these lads faces they mean business joshuabreazeale this time this week all happening youready\n",
      "\n",
      "4315 ji working hard for image makeover of india in world still presstitutes &amp; opposition are taking him on udtapunjab issue\n",
      "\n",
      "4316 gameready fifa 17 my love want to watch the gameplay so badly preorder kompleto for ea conference\n",
      "\n",
      "4317 obama just cleared the cow path old leaky bovine hillary will clatter along to return to the house she oâ¦\n",
      "\n",
      "4318 yeah man fuck feminism\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4319 feeling like you need something to change? not sure how? i can help! atsopro livelife hypnotherapy fear\n",
      "\n",
      "4320 â united kingdom total trade balance up to â£-3.294b in april from previous â£-3.83b blog silver gold foâ¦\n",
      "\n",
      "4321 life brings out the \"monkey in me\"ðµ crazy crafts spongieacresbedandbreakfastâ¦\n",
      "\n",
      "4322 let my crazy out way too soon\n",
      "\n",
      "4323 these clouds look a little @ forge pond park\n",
      "\n",
      "4324 a girl could really fuck ur head up ð©ð© it's so ðª\n",
      "\n",
      "4325 today a&amp;e visitbadweatherbadhayfever= bad attacksnebuliser steriods been well for 3 months gutted\n",
      "\n",
      "4326 soon in egypt segregation poor rich corruption devastation ðð¡\n",
      "\n",
      "4327 may have a few new stalkers from the social studies dept.loved sharing hyperdocs,gafe,googleclassroom,overwhelmed\n",
      "\n",
      "4328 facebookmessenger our cat jacky jackjack while we are away on vacation - he's so :( -â¦\n",
      "\n",
      "4329 cloudlovers attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "4330 when you order a margarita and it's pink, drink it before anyone see you drinking it. â¦\n",
      "\n",
      "4331 sad repoer(d) notes that sad \"items that'd usually have been adopted in a matter of minutes\" were delayed or denied\n",
      "\n",
      "4332 how would your day not b incredibly brightened by seeing these smiling flowers? nature\n",
      "\n",
      "4333 one person walks into your life &amp; suddenly you can't relate to the deep, sad tweets anymore changes\n",
      "\n",
      "4334 not an insect expe, but this one looks sad! glosinsects\n",
      "\n",
      "4335 i'm disgusted that you idiots and the media go straight to islam in regards to the shootings.this was more than that.. media orlando\n",
      "\n",
      "4336 fuck shit is this!!!!\n",
      "\n",
      "4337 this roadtrip has me like ð´ð©ð dead goodnight sleepy facedown princefamilyvacationâ¦\n",
      "\n",
      "4338 keyshacreamy - na: wet porn kinky horny xxx slut hot young snapshot nasty naughty sexy nude shy\n",
      "\n",
      "4339 another epic fail at nextdaydelivery &amp; next day fail=24hrs | response for complaint =48hrs! dothemaâ¦\n",
      "\n",
      "4340 today.coordinatesâ¤ï¸''' today coordinates adult ootd casual yolo happines bubblesâ¦\n",
      "\n",
      "4341 you can't take your phone like wtf no selfie with lauren\n",
      "\n",
      "4342 a little green on the sideðµ work letsgo anitadegroot fashion\n",
      "\n",
      "4343 prayfororlando ððððð orlando crying why (vine by\n",
      "\n",
      "4344 they don't even understand when they are being mocked for their ridiculous conspiracy theories.\n",
      "\n",
      "4345 'the voice' singer christina grimmie killed in orlando shooting - wbal home via stopgunviolence\n",
      "\n",
      "4346 this orlando shooting is fishy to me. since when do police raid a place in 3 hours? 50 people seems like a lot dead, from one shooter.\n",
      "\n",
      "4347 such a bitter twisted man. at least we saved his children from him. perhaps that was the final straw.\n",
      "\n",
      "4348 tired to film today, then the dark cloud of doom came, now i have no light! ð\n",
      "\n",
      "4349 greens attack bull game 3d: do you really think that his head was empty around the city. each side is sup\n",
      "\n",
      "4350 well here i am...just waiting...all alone... lonely writing amwriting scifi novel author\n",
      "\n",
      "4351 no delivery slot, parcel due today.\n",
      "\n",
      "4352 a campaign co-chair answers a few questions... trump\n",
      "\n",
      "4353 game day!!!! gawa daretodream\n",
      "\n",
      "4354 lmfao i hate it when it does that, it always changes bb to bob :-( emo\n",
      "\n",
      "4355 i've lit the fire. more to cheer myself up than because it's cold\n",
      "\n",
      "4356 ó¾­© duchess ó¾ roxie sinesh ó¾­© â½ suppo oil gas jobs â½ ó¾¬ó¾¬ single mothers ó¾¬ó¾¬ ó¾¬ó¾¬ fathers...\n",
      "\n",
      "4357 9957 , food \"i pick my nose and eat it. still. :/\"\n",
      "\n",
      "4358 \"there are thousands* here!\" *empty seats\n",
      "\n",
      "4359 this is the secret sauce for employees productivity leadership management\n",
      "\n",
      "4360 the weather is crying tonight ð¢\n",
      "\n",
      "4361 a rather odd shout out, perhaps your itâs to your future customers?\n",
      "\n",
      "4362 damien not only completed me but made me ! i had a few deaths last few weeks.now im back 2 reality n no damien still! heabroken\n",
      "\n",
      "4363 is that 49 or 50 less in the world\n",
      "\n",
      "4364 secret teacher: i've no option but to resign after disappointing gcse results | teacher network | the guardian\n",
      "\n",
      "4365 black men and black women with stockholm syndrome\n",
      "\n",
      "4366 omg ð¨ so sad ð\n",
      "\n",
      "4367 ever noticed the word to a non black person and the word nigger to a black person yields almost the same reaction?\n",
      "\n",
      "4368 just hanging around thislife wwc sunset hammocktime @ u.s. national whitewater center\n",
      "\n",
      "4369 so sorry for your loss may her soul rest in peace.\n",
      "\n",
      "4370 the amount of bullshit posted on the internet by complete nut jobs is insane. i scratched the surface on their ridiculousness today.\n",
      "\n",
      "4371 mood. ðð¤ððð»ðð friday weekend vibes keen mood thislife loveit dog cheesy smile â¦\n",
      "\n",
      "4372 mixedemotions sad to see you go for you newbaby thankful 4 talent of corrie\n",
      "\n",
      "4373 sad to see the scenes of hooligans pre engrus why spoil the pay!!! euro2016\n",
      "\n",
      "4374 such active babies this morning â¤ littlebradybunch learning littleones crawlers momlife lifewithtwins\n",
      "\n",
      "4375 isis bombing: several killed by suicide car bomb in holy iraqi city of karbala.\n",
      "\n",
      "4376 how utterly pathetic. wish ali was around to beat this person senseless.\n",
      "\n",
      "4377 i be making people so angry wit me &amp; ion even bee doing none mane ð theyy be so mad fa no reason. ð­\n",
      "\n",
      "4378 funny...i'm not the least bit ! about it.\n",
      "\n",
      "4379 so disappointed to hear you r not helping\n",
      "\n",
      "4380 had a lazy morning with djangountamed_ cats kitten cat emo metal vocalist selfieâ¦\n",
      "\n",
      "4381 liberation is finding out days after the breakup that i had every right to be angry. the justification of these feelings makes me .\n",
      "\n",
      "4382 hello long weekend!!ðððððð longweekend junelongweekendâ¦\n",
      "\n",
      "4383 chicken clearly within date, yet can smell it's gone off through the packaging! rotten nodinner\n",
      "\n",
      "4384 my baby terrorizing the community and the neighborhood. ð¶ð¤â¤ï¸ dogs cold valentinedayâ¦\n",
      "\n",
      "4385 motorcycle club event moment motorcycle event club casual fashion style timeâ¦\n",
      "\n",
      "4386 so might not be the worst person in the world, but his followers prob are. gooutside\n",
      "\n",
      "4387 unbelievable that akrotiri and knossos arguably the oldest european cities are not worldheritage sites\n",
      "\n",
      "4388 mcconnell obstruction goes all the way back to when he discovered obama was black\n",
      "\n",
      "4389 this. new. mattress. even though my back hus a little, i feel like i'm in heaven. relax\n",
      "\n",
      "4390 when u take a 2 n push so hard you pass out when u stand up. fatpeopleproblems toolarge muchoalto grande\n",
      "\n",
      "4391 50 dead in florida nightclub shooting, worst in us history\n",
      "\n",
      "4392 i'm so disgusted with the standfordrapist case. it is absolutely ridiculous only 6 months for rape is unacceptable femininism\n",
      "\n",
      "4393 completed senseless act of violence. can not comprehend so much hate in someone's hea orlandoshooting lgbt\n",
      "\n",
      "4394 if you have a bad day, just make a selfie, and you know how ugly it looks bad bad day â¦\n",
      "\n",
      "4395 macys you're old and no one young or hip shops at depament stores. everyone here is and shuffling along zombie fail obese\n",
      "\n",
      "4396 ð 21hrlater (from that moment of zenserenity): theworld, &amp; evrything in't, seems geared 2 make me anxious ð¡ &amp; ð\n",
      "\n",
      "4397 couple having sex amateur sex scandal\n",
      "\n",
      "4398 . an adult would make that argument, a child would reso to name calling that insults an entire group. pathetic\n",
      "\n",
      "4399 i hate life i hate work i hate myself vodkadeprived makingbanktho iguess idk iwannagoout wanttotan butiworkeveryday\n",
      "\n",
      "4400 can you relate? sleep migraine spoonie pain chronicpain sick invisibleillness truth realtalk awake\n",
      "\n",
      "4401 teen girl killed, 3 others injured in downtown oakland shooting. guns mentalillness gangs ð¨ð¦ð¨ð¦ð¨ð¦ is orlando\n",
      "\n",
      "4402 . not changing your mind, maybe you will escape his racism, for now. he acts like a grade school bully. pathetic\n",
      "\n",
      "4403 singalong aiculatie all those who are hangin' round the water cooler will never believe how you tackled the thousand puzzle pieces\n",
      "\n",
      "4404 i'm not entirely sure if i'm or sad or both or neither or hungry or tired or bored. i just don't even know..\n",
      "\n",
      "4405 hard to reconcile simon's musical genius and his politics .\n",
      "\n",
      "4406 new channel announcement. youtube rage blackops3 gta game youtubepaner youtubeupload\n",
      "\n",
      "4407 the truth. the fucking media and politicians of this country should be ashamed. you are incapable of telling the truth.\n",
      "\n",
      "4408 a little morning yoga never killed anyone ðð» fitness\n",
      "\n",
      "4409 trying not to shut down but maybe pokemon will help. 90skid ð¯\n",
      "\n",
      "4410 heâs extremely - 9 signs that he's cheating and lying\n",
      "\n",
      "4411 \"pulse nightclub\" in orlando under siege! yet another mass shooting with at least 1 suspect barricaded inside. ere we go again .\n",
      "\n",
      "4412 coolestlifehack: this is what a black anaconda looks like motivation\n",
      "\n",
      "4413 tragic. wolves\n",
      "\n",
      "4414 can't sleep with a broken hea. wideawake thinkingoforlando\n",
      "\n",
      "4415 you literally have no social life when your a working man....\n",
      "\n",
      "4416 it is festival week and only a few days away from promsinthepark ð pimlico swfest festivalday\n",
      "\n",
      "4417 oh yes! and this rude, nasty behavior brought out into main stream! nevermypresident\n",
      "\n",
      "4418 only had it for 3 months and already breaking?? fiorelli handbag broken\n",
      "\n",
      "4419 soetimes you just want to lie in the arms of a guy and forget the world becaus its too bad :x gay cuddl\n",
      "\n",
      "4420 why? please explain to us why we're, \"bad.\"\n",
      "\n",
      "4421 fatherâs day! - jobs jobsearch : lahore - like other pas of the world, the ...\n",
      "\n",
      "4422 girls withholding their children from the father , merely because he no longer wants to have a romantic relationship with you .\n",
      "\n",
      "4423 have you ever gotten left out of your own date bc same :(\n",
      "\n",
      "4424 â¦you black &amp; feel like the are stomping on you? listen retweet tampa miamiâ¦\n",
      "\n",
      "4425 vestal, newyork : pupil suing school district after alleged classroom incident usa\n",
      "\n",
      "4426 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "4427 i just feel numb &amp; empty ð day1 inshock single tellmeimdreaming wakeup nightmareâ¦\n",
      "\n",
      "4428 confused with the caption! ð origamii origamiilampung â¦\n",
      "\n",
      "4429 poetry for comfo from grief share your memorial ofa loved one\n",
      "\n",
      "4430 a cold coke + a sushi roll is all it takes to make me . yum eat japanese foodie yummy foodporn nyc\n",
      "\n",
      "4431 you owe disappointed rubdownsforbob\n",
      "\n",
      "4432 disgusting ap declared clinton nominee before a primary. what if indicted? sd vote can change integrity\n",
      "\n",
      "4433 wife crashes her own funeral, horrifying her husband who had ordered her killed; community turns against her\n",
      "\n",
      "4434 photography attack bull game 3d: do you really think that his head was empty around the city. each side i\n",
      "\n",
      "4435 remembering shane tomilnson orlando pulse victim who didn't surviveððð¹ð journey homeâ\n",
      "\n",
      "4436 personally don't get why they bother - they must have very little going on in their lives to be so focused on us weird\n",
      "\n",
      "4437 these photos make me sad i have to take a year off! pregnancy\n",
      "\n",
      "4438 the *diversity officer* states (among other things) killallwhitemen; yet, because she's an \"ethnic minority woman\"â¦\n",
      "\n",
      "4439 ola has been doin this as they r least concerned about their services and dont care for our money ola service\n",
      "\n",
      "4440 check steve kerr rips officials after game 6 and says he is â â stephen curry threwâ¦\n",
      "\n",
      "4441 rip to all the orlando victims sorry for your loss. orlandoshooting\n",
      "\n",
      "4442 inked polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lookin\n",
      "\n",
      "4443 gotta love what a giant slobbering vicious mutt bastard. if he ever let facts get in the way, it'd be !\n",
      "\n",
      "4444 why dont pedestrains walk single file at shopping centres if they all had rego we could repo them rego cycling mall pedestrian\n",
      "\n",
      "4445 book signing today on the willamette queen. feeling mixes emotons. nevous anxious grateful\n",
      "\n",
      "4446 pathetic loser new reality tv show: \"who wants to ruin a political career?\"\n",
      "\n",
      "4447 how can we stand against hate among us lgbtq if it is our own religion dividing us? catholics can't even accept us.\n",
      "\n",
      "4448 â eur/gbp expected at 0.76 in 1-monh â danske bank blog silver gold forex\n",
      "\n",
      "4449 thursdaythoughts from choose everyday\n",
      "\n",
      "4450 why am i not surprised a murderer got endorsed by our president. this is so screwed up. what happened to america? killary\n",
      "\n",
      "4451 yea that's what racists usually say\n",
      "\n",
      "4452 strangely silent on the idiotic 'statement' by not surprised. twonitwittrumpsuppoers\n",
      "\n",
      "4453 do you ever feel guilty to smile ? idk feelingsad\n",
      "\n",
      "4454 are you truly or afraid of failure? join our freedomcreator facebook groupâ¦\n",
      "\n",
      "4455 today has been awful but i keep my headuphigh positivevibes bodyposi goodmood veryblessed blessed great feelingood chawdaddy\n",
      "\n",
      "4456 he was always ready... and you never called him :(\n",
      "\n",
      "4457 chomsky: israeli apaheid much worse than south africa israel internationallaw occupation bds\n",
      "\n",
      "4458 craziestpeoples: this is some scary shit.. motivation\n",
      "\n",
      "4459 lots of ppl getting the wrong impression of jocoxmp .not surprised as things will be spin for political gain.\n",
      "\n",
      "4460 i seriously feel pity for sagarika ..it's difficult to live like this .\n",
      "\n",
      "4461 awkward but and whatsup with the hashtags ð\n",
      "\n",
      "4462 negative emotions have an impoant role to play in a life; they're big, flashing signs that something needs to change. sng\n",
      "\n",
      "4463 you all think you're his number one :(\n",
      "\n",
      "4464 pretty well over it. done with the unnecessary drama, time for living life way it's meant to be lived carefree draâ¦\n",
      "\n",
      "4465 be n healthy if past history is all there was to the game, the richest people would be librarians. â warren buffâ¦\n",
      "\n",
      "4466 how pathetic of to attempt to invoke a dead war hero to defend one of many of trump's racistâ¦\n",
      "\n",
      "4467 living through my testimony ðªð¾ humble blessed\n",
      "\n",
      "4468 danky the slob everybody (green shi) has the audacity to say my wife looks like a bulldog. look at this kid...\n",
      "\n",
      "4469 angry seaside: summer, where are you? seaside summer summerwhereareyou where juneâ¦\n",
      "\n",
      "4470 if ever i hv a bad day i just look @ them... summer2016 16 puppy dogs_of_instagram â¦\n",
      "\n",
      "4471 absolutely disgraceful! this makes me so fucking angry, they are scum and they make me feel ashamed to be english :(\n",
      "\n",
      "4472 first of my angry bird collection ð bird birdhat crochethandmade crochet.â¦\n",
      "\n",
      "4473 it's sad when you make claim you have no legitimate proofs for.\n",
      "\n",
      "4474 for me its hard to keep my mind off this slaughter in fl. i try a lot but it always comes back in my head..its like nothin else matters\n",
      "\n",
      "4475 birds &amp; bad piggies finger family \\ nursery rhymes lyrics and ... via\n",
      "\n",
      "4476 obama seems to numb like he's just going through the motions. orlando\n",
      "\n",
      "4477 constitutional law scholar/prof pres. obama calls for cuailing constitutional rights w/o due process. wiright 2a wipolitics\n",
      "\n",
      "4478 wtf is wrong with florida?!?\n",
      "\n",
      "4479 . ð¹ so please stop go away &amp; take ur ugly skank with u. pussygrabber\n",
      "\n",
      "4480 seriously the luckiest girl on the planet! ifeel summerescape ineffableglitterâ¦\n",
      "\n",
      "4481 when everyone's free when you're in exam mode wtf badtiming guys\n",
      "\n",
      "4482 very little is needed to make a life; it is all within yourself in your way of thinking.\n",
      "\n",
      "4483 one of the sad moment is when when i couldn't concentrate in my aayat had to close it\n",
      "\n",
      "4484 allahsoil not all muslims are islamic extremists (very, very few are). emiratisâ¦\n",
      "\n",
      "4485 angry moms be like ð³ loop funny funnyvine momsbelike revine funnyface\n",
      "\n",
      "4486 sing along a little goddamn louder bmth\n",
      "\n",
      "4487 father's day to hardworking, &amp; caring dads &amp; to all single mothers who play both roles.\n",
      "\n",
      "4488 homemade coleslaw and chicken kiev foodporn food instafood follow instacool foodie â¦\n",
      "\n",
      "4489 real life living persons actually desire to vote for this vindictive, hate driven, murderous, conniving, liar.\n",
      "\n",
      "4490 i have left school for study leave now ð i only have a couple of exams left ð sad memoriesmatter â¤ï¸â¤ï¸\n",
      "\n",
      "4491 the only person behaving as an idiot would be seen as you &amp; dumb\n",
      "\n",
      "4492 jackson polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places look\n",
      "\n",
      "4493 i want an enchilada and i can't get one tonight and i go to camp tomorrow so it will be at least 5 days until i get one.\n",
      "\n",
      "4494 anything is possible disability positivity disabled wheelchair\n",
      "\n",
      "4495 get off me it's too late for this smh limelight steal errrr family faith fashion â¦\n",
      "\n",
      "4496 its been a long long time disney disneyland childhood starwars bb8 tomorrowland\n",
      "\n",
      "4497 messy church at st.peter's church poesham celebrating its 1st bihday today\n",
      "\n",
      "4498 poor baby, lifeoneah\n",
      "\n",
      "4499 arianagrandedrawing attack bull game 3d: do you really think that his head was empty around the city. eac\n",
      "\n",
      "4500 and i can't see you my friend bc i'm so sick .. ð·ð\n",
      "\n",
      "4501 healthandfitness attack bull game 3d: do you really think that his head was empty around the city. each s\n",
      "\n",
      "4502 donât ask sad people how to be .\n",
      "\n",
      "4503 throws up a paicularly destructive l as she sneers \"loser\"\n",
      "\n",
      "4504 - movies &amp; booze make long flights fun but also make jetlag worse. high-five to beating jet lag\n",
      "\n",
      "4505 it's friday tmrw and there's no new episode of greys to watch.\n",
      "\n",
      "4506 i dont know why bad thing happend bad moment hate life not_lol\n",
      "\n",
      "4507 rain or shine. ..this treasure hunt is gonna go down!! ottawagiveaway\n",
      "\n",
      "4508 end times... i'm staing to wonder if god has totally turned his back on america.. this is sickening...\n",
      "\n",
      "4509 seriously what is going on with 2016?\n",
      "\n",
      "4510 so annoyed i didn't get this hoodie from when i tried it on and now i can't find any xs anywhere\n",
      "\n",
      "4511 you hate blacks enjoying being black, ie. miscegenation.\n",
      "\n",
      "4512 oh my god ð­ð© poor baby\n",
      "\n",
      "4513 when you lose a snap streak of 140 days.. crying how\n",
      "\n",
      "4514 just like , waronwomen, &amp; guncontrol need russia to be the bad guy as an excuse for their bad ideology tlot p2\n",
      "\n",
      "4515 only spared the embarrassment of being closed out in game 5 by nba league manipulation.\n",
      "\n",
      "4516 everything i've seen about this game so far makes me feel like they're doing things right. can't wait\n",
      "\n",
      "4517 we need to â these universities from indoctrinating our children turning them to idiots &amp; snowflakes &amp;\n",
      "\n",
      "4518 ready to sta my new job! iew i dont use hashtags wtf\n",
      "\n",
      "4519 hobi's face looks like 'omg, this is a disgusting experience'\n",
      "\n",
      "4520 are you black &amp; feel like the are stomping on you? â¦ retweet tampa miamiâ¦\n",
      "\n",
      "4521 so i have the beach here on days like these just roll around in the sand like a bum and get wet!\n",
      "\n",
      "4522 payintheusa polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "4523 allahsoil people around the world are afraid. the world is primed to react. â¦ emiratis 2â¦\n",
      "\n",
      "4524 industrial waste in ganges is less harmful than a hindu having a dip in ganges is the sickular libral logic. n sorry 4â¦\n",
      "\n",
      "4525 thanks the autism film plans are hotting up ! your &amp; andrew's hard work is coming together xx\n",
      "\n",
      "4526 hard-core gamer goes mental playing bo3\n",
      "\n",
      "4527 im kind of miserable and it feels permanent but it's whatever. grunge quotes depressed\n",
      "\n",
      "4528 ak420 friendly media (550 cr adveising) doing all effos to suppo diy game of ak420. shame paki gangsters.\n",
      "\n",
      "4529 god please see me through in this hard times that i am currently facing... tdigcomms\n",
      "\n",
      "4530 when you're hungry af &amp; tired af at the same time so you have no ambition to go get foodð­ð­ð­ð­\n",
      "\n",
      "4531 when you broke and broken. can't even see the bestie.\n",
      "\n",
      "4532 how do you make a kleenex dance? ... put a little boogie in it! dadjokes fathersday wonderfulwakey\n",
      "\n",
      "4533 don't ever be afraid to show who you really are, because as long as you are with yourself no one...\n",
      "\n",
      "4534 costacupping day 171 - i don't have kids. but this little one is like my daughter. fathersday to all...\n",
      "\n",
      "4535 president mahama, sadly, lost his dear mum last night. my condolences to him and the bereaved family.\n",
      "\n",
      "4536 it doesn't look like, i'm going to sta on my marsterdegree this summer.. :( so now i'm lookingforajob ! wish me goodluck !\n",
      "\n",
      "4537 wheniamalone alone lonely noonecares ness upsetting dipressive stay_strong does anyone else...\n",
      "\n",
      "4538 allahsoil thereâs no such thing as an average christian, or muslim, or jew. â¦ â¦\n",
      "\n",
      "4539 life was fun while it lasted; any last werdz? sorry victim accident\n",
      "\n",
      "4540 feeling down, hate when things kick in like this. family is right, luv is just not within my grasps. after so long there bak feelings .\n",
      "\n",
      "4541 twitter is a crazy place. nobody knows shit about jocox's death &amp; yet everybody's giving their sick take on why and how it occurred...\n",
      "\n",
      "4542 will be a broken pay come late november! will be defeated after insane campaign &amp; will be blamed!\n",
      "\n",
      "4543 amen but true man is the worst animal on eah\n",
      "\n",
      "4544 last night at the pa of our group was refused to be let in. they weren't drunk, but they were all black.\n",
      "\n",
      "4545 although it's been a tough few months personally, everything is falling right into place now. ð blessed\n",
      "\n",
      "4546 a drunk lady falls on a heater in pubfriction &amp; an my indian friend is trying to help but he is being thrown out. houston midtown\n",
      "\n",
      "4547 skeptical of isis. could well be u.s brainchild created to maintain strife for oil theft. tragedâ¦\n",
      "\n",
      "4548 thousands suffered :( please watch tragic news news ale â breaking news\n",
      "\n",
      "4549 not a single sign anywhere in the park indicate or warns about alligators in the man made lagoon . devastating &amp; tragic\n",
      "\n",
      "4550 father's day is coming &amp; my depression is rearing its ugly head. focus on my sweet husband, it's his day.\n",
      "\n",
      "4551 it's been bad for a while now\n",
      "\n",
      "4552 you know what's worse than suffering from depression &amp; anxiety is someone making you feelbad for having it hu tired needahug\n",
      "\n",
      "4553 day 2: shawn has a little sis! aaliyah! ( seriously, i wish i was his sis... ;( )\n",
      "\n",
      "4554 thinking about....âºï¸happymad confused here tokyo makemehappy amazingpeopleâ¦\n",
      "\n",
      "4555 stop looking for reasons to be unhappy and think of all the reasons you have to be instead.\n",
      "\n",
      "4556 tragically we have yet another cat who is upside down. researchers are still unsure how this can be resolved.\n",
      "\n",
      "4557 school why u do dis? :( school ugh why no teen girls guys\n",
      "\n",
      "4558 two little owls!\n",
      "\n",
      "4559 broken buffalo simulation: buffalo for you to take in the vicinity of their homes to do. in this way, you\n",
      "\n",
      "4560 sick pakistani teen burnt alive by her mother for choosing own husband via\n",
      "\n",
      "4561 went to shift for the last time for a long while. movingon byedenton\n",
      "\n",
      "4562 i am just waiting for somebody other than you to call me a . i don't see anybody doing it.\n",
      "\n",
      "4563 i need to wait for my hair to grow longer before going black.. ð omgggg.. â¹ï¸ i can't wait...\n",
      "\n",
      "4564 seriously how could you just let that happend ?! wake up usa... horrified homeless\n",
      "\n",
      "4565 prince charles offers a \"danger will robinson!\" he ain't wrong. trump fascism\n",
      "\n",
      "4566 more love less hate! lapride friends weekend westhollywood boys sundayfundayâ¦\n",
      "\n",
      "4567 is not a problem in america today. dumbism is. dumb is an equal oppounity killer of dreams.\n",
      "\n",
      "4568 woke up this morning 2 the horrific news fr orlando .i don't give a fuck if u r straight or gay or â¤ï¸goblins with green hair no 1 this\n",
      "\n",
      "4569 the house that for months had a bernie sign in the yard is now sans sign but the car has a hillary sticker. subtle concession?\n",
      "\n",
      "4570 so unbelievably unprofessional, unhelpful and rude the shine has well and truly been removed from stephen's new suit.\n",
      "\n",
      "4571 no matter your 'opinion' , hate has no place in this world. it is time to teach our children to respect.\n",
      "\n",
      "4572 for tomorrow i'm cutting my hair ðð»ðð»\n",
      "\n",
      "4573 this so of shit is why there will never be peace. telaviv hate\n",
      "\n",
      "4574 why on godz green eah did u guys release centralintelligence during ramadan.it wont run till ramadan's conclusion. india\n",
      "\n",
      "4575 oops! carl paladino didn't mean to publicly post racist comments... blm youngturks\n",
      "\n",
      "4576 i really wish this was me :( hungry sinner\n",
      "\n",
      "4577 the new spider-man game looks really nice... but i know it's going to play like every other spider-man game ever made. ever.\n",
      "\n",
      "4578 a little too there's a starbucks frappuccino filter for !!!\n",
      "\n",
      "4579 i am so excited for resident evil 7. it looks like it could be a really good game! residentevil7 yay horror\n",
      "\n",
      "4580 i can't believe how much i used to care what people thought of me now i'm just like \"lol fuck u, fuck you and wtf fuck you too, bye\"\n",
      "\n",
      "4581 smdh. and the progressives go after conservatives on this? pathetic prayfororlando\n",
      "\n",
      "4582 i mean seriously. myhoodrocks concordnh ilovethefinneys concordcoolkids tnflocals iloveconcordbecause\n",
      "\n",
      "4583 yay kush! its difficult to wait all the week for weekend and your performances âºð\n",
      "\n",
      "4584 you know how to stop being called angry? stop acting so angry all the time. teamangry lakeoffire ableg\n",
      "\n",
      "4585 college park md marriott is absolutely useless. please fix this before you lose a rewards member for your horrible service.\n",
      "\n",
      "4586 the same affect with drugs deep depression depressing downinthedumps\n",
      "\n",
      "4587 hanging me upside down ð¤ð upsidedown smiles couple boyfriend girlfriend playingâ¦\n",
      "\n",
      "4588 1d polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looking f\n",
      "\n",
      "4589 trainhard polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places lo\n",
      "\n",
      "4590 in the past year or two, i can't recall a more depressing day for news-watching, opinion-reading and political speech--on all venues.\n",
      "\n",
      "4591 sad adult t-shi swag shioopia quote\n",
      "\n",
      "4592 work drives me crazy! so, i look for joy_that comes from dances inspiringwords mybeaconoflight\n",
      "\n",
      "4593 isn't it time we realized what we've done: hate exploitation! read america's history!\n",
      "\n",
      "4594 you want to see ? this is sad obama is destroying america from within\n",
      "\n",
      "4595 bored with my old look, thought i needed something fresh makeover geek brighton coffeehouse newlook httâ¦\n",
      "\n",
      "4596 apparently the only thing you dont hate your asian parents for is instilling massive amounts of in u.\n",
      "\n",
      "4597 payintheusa polar bear climb racing: angry polar bear climb racing, the polar bear living in cold place\n",
      "\n",
      "4598 fabric doll handmade stuffed doll tilda doll tildadoll ragdoll fabricdoll green polka by\n",
      "\n",
      "4599 bloody hell thats heabreaking ððð¢ â¦ heabreaking intears\n",
      "\n",
      "4600 yo read this sick poem i wrote about 2 yr anniversaries or whatever\n",
      "\n",
      "4601 such a sad day for uk politics and humanitymurder terribleday\n",
      "\n",
      "4602 9 months later.. i am back to my pre pregnancy weight and a pound less!\n",
      "\n",
      "4603 at least my tummy's nbafinals2016 sushi dinner\n",
      "\n",
      "4604 3 coffee down already onroute to â\n",
      "\n",
      "4605 these are the days blacks don't want to be black anymore\n",
      "\n",
      "4606 jackblair - na: wet snapshot shy hot kinky horny naughty xxx nasty nude sexy porn slut young\n",
      "\n",
      "4607 and the press would have you believe bike racing is too dangerous? thoughts go out to the victims in orlando ð¥\n",
      "\n",
      "4608 goodbye 2016.... i definitely hope we leave behind\n",
      "\n",
      "4609 fridayfunday on its way...are you ready guys?!ððð crazy teen\n",
      "\n",
      "4610 i keep my opinions to myself because people tend to call me names and are in general rude to me. can't speak my mind. truth\n",
      "\n",
      "4611 rainy day make us sad ð§ pictoftheday aesthetix rain photooftheday @ le chesnay\n",
      "\n",
      "4612 i have to admit failure. my computer problems blocked me from editing today. i will explain in the next episode i shoot, i promise.\n",
      "\n",
      "4613 tired and workedout pibble needs a nap.) ð¶ð girlpower\n",
      "\n",
      "4614 beware of the \"snowball effect\" black men. they're not our women\n",
      "\n",
      "4615 â japan foreign investment in japan stocks unchanged at â¥-175.3b in june 3 blog silver gold forex\n",
      "\n",
      "4616 when you life literally makes you feel sick to your stomach... broken feelingssuck\n",
      "\n",
      "4617 this is not a helpful sight first thing sunday morning?! when app says opens @ 7 unhappy\n",
      "\n",
      "4618 words fail me. it's senseless and merciless. orlandolove\n",
      "\n",
      "4619 brick by boring brick. âð»ï¸ blonde blueeyes\n",
      "\n",
      "4620 zionism is .. ultra-ohodox jewish children's worksheet says 'non-jews' are evil\n",
      "\n",
      "4621 army peru lovebts youngforever i want go to korea :'(\n",
      "\n",
      "4622 spend millions for update that works wrong. appcrash twitter\n",
      "\n",
      "4623 love is stronger than hate. love is stronger than hate. love must be stronger than hate, right? orlando rip\n",
      "\n",
      "4624 so sad. literally if anyone wants to buy me a plane ticket to nyc before this happen i'd highly appreciate it!\n",
      "\n",
      "4625 holy shit. how do you even run a national presidential campaign with 70 people?\n",
      "\n",
      "4626 activists: want to stop ? not sure where to begin? let us show you how: cc:â¦\n",
      "\n",
      "4627 staying off here today. can't keep reading the same tweets that are send after every tragedy. we need change, in a very bad way.\n",
      "\n",
      "4628 another girl there for â£â£â£ fake\n",
      "\n",
      "4629 breaking: people are still the worst.\n",
      "\n",
      "4630 the secret to having it all is knowing you already do. allmydreamsarecomingtrueâ¦\n",
      "\n",
      "4631 when it's 8 am. and you realize you're the only one working on a saturday disappointed â¦\n",
      "\n",
      "4632 next monday three new assets! indiegame indiedev coomingsoon ue4 gamedev blender 3dmodelling game gamer furniture create\n",
      "\n",
      "4633 if you don't like his politics that's one thing but why the ?? so pathetic ðð¾ðð¾\n",
      "\n",
      "4634 â poland retail sales (yoy) dipped from previous 3.2%â to 2.2% in may blog silver gold forex\n",
      "\n",
      "4635 thanks fuck for that. gameofthrones\n",
      "\n",
      "4636 steven makes dramatic entrance !\n",
      "\n",
      "4637 sneaky peak at the yr 6 prom invitations...won't be long now! brobanw prom hollywood djpopcorn\n",
      "\n",
      "4638 olathe polar bear climb racing: angry polar bear climb racing, the polar bear living in cold places looki\n",
      "\n",
      "4639 my dad thinks i'm \"crazy\" lol but he's crazy too ððð father's day â¤ï¸â¤ï¸â¤ï¸\n",
      "\n",
      "4640 is a &amp; a sick fuck! he looks like his pedophile friend\n",
      "\n",
      "4641 looks like i'm moving into student halls for my masters degree next year! something i've never experienced before uni\n",
      "\n",
      "4642 plane falling apa vs019 toilet leaking, my screen flickering -experience\n",
      "\n",
      "4643 hitting way close to home. is an understatement. nj child porn arrest made at southjersey school via\n",
      "\n",
      "4644 but hillary and her shill press contingent have declared victory! he should have unloaded on her a long time ago.\n",
      "\n",
      "4645 hiding behind a phone/tweet. shows the kind of person you are pathetic look ðð\n",
      "\n",
      "4646 in spring as snow melts i am disgusted by litter in ceain areas; who are these people that litter all winter?\n",
      "\n",
      "4647 electronic attack bull game 3d: do you really think that his head was empty around the city. each side is\n",
      "\n",
      "4648 psycho xx . psycho insane crazy sad rad stumble pain worry s suicidal fuckmeâ¦\n",
      "\n",
      "4649 too late...\n",
      "\n",
      "4650 zoo says this is lion . disagrees. plse share! this is not ok . .\n",
      "\n",
      "4651 wont be long till we are at the bar onboard! france holiday chillouttime\n",
      "\n",
      "4652 sad songs can actually cheer you up\n",
      "\n",
      "4653 it's sad!! our world is turning into a political zoological disaster, will our governments truly ever learnð¤ð¤\n",
      "\n",
      "4654 that's it caputo, go off book! fuck yeah . . oitnb season4 episode13 oitnbchat bingewatching\n",
      "\n",
      "4655 and there will be no more teenager in 5sos\n",
      "\n",
      "4656 thanks to racists + fascist it's now 280,- + fascism sucks! refugeeswelcome â¤ð\n",
      "\n",
      "4657 the fuck done with mansplaining and other bullshit.\n",
      "\n",
      "4658 today 15 june 2016 bye ç±æå®½æä¸å®è¡ me foonyewkulai å¤æ¥å®½ä¸­ redteam spoday tired vscoâ¦\n",
      "\n",
      "4659 sad that hassan has to impo a fraud to prop up her failing campaign. checkedtheboxtogetahead.\n",
      "\n",
      "4660 extremeboy1 - na: porn nude hot shy naughty nasty kinky slut sexy horny young snapshot wet xxx\n",
      "\n",
      "4661 wrong!orlando shows muslims are above the lgbt community on the liberal \"victim hierarchy\".\n",
      "\n",
      "4662 not every election ushers in lies, hate, , misogyny or the incineration of democracy.\n",
      "\n",
      "4663 my voice is so small at times i get stern with my 3 year old and she'll look at me like.. are you serious or joking? lls\n",
      "\n",
      "4664 this is what the result is of a â£100 night out looks like â£3.60 not enough to get a maccy breakfast typical\n",
      "\n",
      "4665 sadistic dead or alive 6 dead alive ist\n",
      "\n",
      "4666 diabetes, cancer, pneumonia, kidney disease, hea disease ,,, what the heck is keeping this poor man alive?\n",
      "\n",
      "4667 girl get fuck bondage leather girl\n",
      "\n",
      "4668 dwyane wade nbavote if you hate boycottdelta islamophobia\n",
      "\n",
      "4669 i'm not i just hate those muzzies !\n",
      "\n",
      "4670 it is a potentially depressing situation, with about 6 weeks left to be positively reversed!\n",
      "\n",
      "4671 pray for orlando. a horrible act of violence\n",
      "\n",
      "4672 teen girl killed, 3 others injured in downtown oakland shooting. guns mentalillness gangs ð¨ð¦ð¨ð¦ð¨ð¦ is orlando\n",
      "\n",
      "4673 cnn is now as bad as msnbc...down playing the role of islamic terrorism. media donlemon\n",
      "\n",
      "4674 fake fb accounts =&gt; seems it's common, but how nasty to accuse people without proof !! paranoia\n",
      "\n",
      "4675 went to fye and they didn't have you album wtf notbetterweather\n",
      "\n",
      "4676 smh...sad...real sad..u gotta find the negative . .lbj just made history down 3-1 with bk 2 bk 41s and triple double..\n",
      "\n",
      "4677 snookums, don't be mad that bernie-chan isn't as good as trump at campaigning. pathetic\n",
      "\n",
      "4678 six scientists. six suicides. what secret are they dying to protect? goodread learn a secret to long life!\n",
      "\n",
      "4679 random bihday bourbon 2 days before. this is a bday week- not a day bam !\n",
      "\n",
      "4680 that must be sad ð fun meme memes gag gags football soccer ilovefootballâ¦\n",
      "\n",
      "4681 first month paid and played in dcuo, sadly i'm not impressed constant downtime during my play time hours,\n",
      "\n",
      "4682 antisemitism; , kills. in 2017 remember, no-one is born to hate. love can change the world!\n",
      "\n",
      "4683 and the dev grind begins again webdev html css java work late webdesign\n",
      "\n",
      "4684 chick gets fucked crazy european sex\n",
      "\n",
      "4685 yet again another day trying to ring your shit customer service numbers!!! no response even rang\n",
      "\n",
      "4686 golden state rallies around draymond green, the mad warrior for it to even be considered is truly mind blowing\n",
      "\n",
      "4687 7 ways facebookâs repoingsystem fails its communitystandards, its users by blacklivesmatter\n",
      "\n",
      "4688 are you black &amp; feel like the are stomping on you? â¦ retweet tampa miamiâ¦\n",
      "\n",
      "4689 sad to see so many fake warrior fans. especially when you were a laker fan a month ago.\n",
      "\n",
      "4690 closing my eyes radical islam radical islam radical islam. opening my eyes are they gone yet. f'n ridiculous. tragic\n",
      "\n",
      "4691 yes..mind you not only counting you have to find them... very few hospitals are digitized.. need to improve hmis\n",
      "\n",
      "4692 one of my does is pullin mad fur. hopefully wake up to some baby bunnies tomorrow!firstlitter lionheadrabbits\n",
      "\n",
      "4693 i guess this comes back to a resources thing &amp; possibly even a confidence thing? should be a cracking game.\n",
      "\n",
      "4694 dark forest thailand bangkok lumpinipark forest evening light relax cold goodâ¦\n",
      "\n",
      "4695 orlandonightclubshooting rip ripchristina tragic worst mass shooting in u.s. history\n",
      "\n",
      "4696 now playing : moon ate the dark - \" messy heas\" on melancholy melancholymusic\n",
      "\n",
      "4697 what has todayâs attitude to women got in common with that of norman bates? psycho feminism hollaback\n",
      "\n",
      "4698 watching the football players look down on the cross country team. highschool\n",
      "\n",
      "4699 hatred,greed&amp; destroyed many lives,but mad leadership &amp; bad government policies have destroyed more. newyear2017 politics\n",
      "\n",
      "4700 morning little guys, see ya later\n",
      "\n",
      "4701 ð you'll never find rainbows if your looking down ð rainbow pitsofinstagramâ¦\n",
      "\n",
      "4702 please don't forget to use the word ! that is what \"binds\" these men. we can never ignore or excuse thatâ¦\n",
      "\n",
      "4703 so much shit going on in the world... â¹ï¸. 50 people. geeesh!\n",
      "\n",
      "4704 sta laughing! crying only makes you sad. laugh cry distressed anxious change mindset depressed\n",
      "\n",
      "4705 interviewed 3x by fbi and still able to buy assault rifles, sickening! just don't understand. somethinghastochange orlando\n",
      "\n",
      "4706 'an unappetizing scam' :-) | women, we need to throw off the shackles of salad | food foodie |â¦\n",
      "\n",
      "4707 on route to royalascot praying the rain can hold off for the picnic at least today !! dayout\n",
      "\n",
      "4708 it's off to watch the football game between romania &amp; france! ðð goromania\n",
      "\n",
      "4709 i hate it when i see people rounding up other followers to back up their opinion about a tweet a tweeter. this to me is also bullying\n",
      "\n",
      "4710 some of the things i've been working on for this week. to see this game come together!\n",
      "\n",
      "4711 after spending a week in bed sick, i finally get to leave the house. que energyoverload!\n",
      "\n",
      "4712 just got done watching 13 hrs. man what did we do to our people. shameful we need trump now. our gov. is pathetic.\n",
      "\n",
      "4713 smoking a black in an eno ðº\n",
      "\n",
      "4714 see what russia is doing in syria, destroying masjids\n",
      "\n",
      "4715 we spent familytime by doing simple wefie, we're latepost melawanarus untukâ¦\n",
      "\n",
      "4716 i will be so angry with arsenal if city sign aubameyang for the money which we could afford arsenal afc ð¤ð¤\n",
      "\n",
      "4717 how stupid are the russians and english fans killing each other for a 1-1 game ! please grow up euro2016\n",
      "\n",
      "4718 i feel horrible just watching my brother being sick\n",
      "\n",
      "4719 what the hell is wrong with humanity? why would anyone need to do anything to prove his faith?ridiculous\n",
      "\n",
      "4720 hea is the easiest thing which can be fooled, i am , i am sad and it just takes a thought to be anywhere in btw them ð\n",
      "\n",
      "4721 less than 2 weeks ð ðð¼ð¹ððµ ibizabringitonmallorcaholidayssummer\n",
      "\n",
      "4722 listening to sad songs on a monday morning otw to work is sad\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# let's get negative tweets\n",
    "print('Negative tweets:\\n')\n",
    "k=1\n",
    "negativeTweets = df.sort_values(by=['Polarity'],ascending=False)\n",
    "for i in range(0, negativeTweets.shape[0]):\n",
    "  if(negativeTweets['Analysis'][i] == 'Negative'):\n",
    "    print(str(k) + ' '+negativeTweets['clean_tweets'][i])\n",
    "    print()\n",
    "    k=k+1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x396 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.title('Sentiment Analysis')\n",
    "plt.xlabel('Sentiment')\n",
    "plt.ylabel('Counts')\n",
    "df['Analysis'].value_counts().plot(kind = 'bar')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Positive    15881\n",
       "Neutral     11359\n",
       "Negative     4722\n",
       "Name: Analysis, dtype: int64"
      ]
     },
     "execution_count": 119,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Let's check statistics\n",
    "df['Analysis'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4722.0"
      ]
     },
     "execution_count": 120,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "negTweets = df[df.Analysis == 'Negative']\n",
    "#negTweets = negTweets['clean_tweets']\n",
    "#negTweets\n",
    "negTweets.shape[0] / df.shape[0] * 31962 #accurate number for negative tweets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Creating a mapping in the Counter to count occurances in our corpus\n",
    "# Count unique words\n",
    "def counter_word(text):\n",
    "    count = Counter()\n",
    "    for i in text.values:\n",
    "        for word in i.split():\n",
    "            count[word] += 1\n",
    "    return count"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0        when a father is dysfunctional and is so selfi...\n",
       "7        the next school year is the year for exams.ð...\n",
       "10       â ireland consumer price index (mom) climbed...\n",
       "11       we are so selfish. orlando standwithorlando pu...\n",
       "21       sad little dude.. badday coneofshame cats piss...\n",
       "                               ...                        \n",
       "31917    i feel horrible just watching my brother being...\n",
       "31918    what the hell is wrong with humanity? why woul...\n",
       "31923    hea is the easiest thing which can be fooled, ...\n",
       "31955    less than 2 weeks ð ðð¼ð¹ððµ ibi...\n",
       "31959    listening to sad songs on a monday morning otw...\n",
       "Name: clean_tweets, Length: 4722, dtype: object"
      ]
     },
     "execution_count": 122,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "negTweets.clean_tweets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = negTweets.clean_tweets\n",
    "\n",
    "counter = counter_word(text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "15631"
      ]
     },
     "execution_count": 124,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(counter)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Counter({'when': 247,\n",
       "         'a': 1236,\n",
       "         'father': 13,\n",
       "         'is': 881,\n",
       "         'dysfunctional': 1,\n",
       "         'and': 951,\n",
       "         'so': 432,\n",
       "         'selfish': 5,\n",
       "         'he': 124,\n",
       "         'drags': 1,\n",
       "         'his': 175,\n",
       "         'kids': 35,\n",
       "         'into': 45,\n",
       "         'dysfunction.': 1,\n",
       "         'run': 18,\n",
       "         'the': 1853,\n",
       "         'next': 54,\n",
       "         'school': 24,\n",
       "         'year': 31,\n",
       "         'for': 638,\n",
       "         'exams.ð\\x9f\\x98¯': 1,\n",
       "         \"can't\": 134,\n",
       "         'think': 115,\n",
       "         'about': 183,\n",
       "         'that': 443,\n",
       "         'ð\\x9f\\x98\\xad': 11,\n",
       "         'exams': 5,\n",
       "         'hate': 191,\n",
       "         'imagine': 6,\n",
       "         'actorslife': 1,\n",
       "         'revolutionschool': 1,\n",
       "         'girl': 66,\n",
       "         'â\\x86\\x9d': 61,\n",
       "         'ireland': 6,\n",
       "         'consumer': 4,\n",
       "         'price': 4,\n",
       "         'index': 6,\n",
       "         '(mom)': 4,\n",
       "         'climbed': 2,\n",
       "         'from': 182,\n",
       "         'previous': 35,\n",
       "         '0.2%': 1,\n",
       "         'to': 1657,\n",
       "         '0.5%': 6,\n",
       "         'in': 901,\n",
       "         'may': 36,\n",
       "         'blog': 61,\n",
       "         'silver': 57,\n",
       "         'gold': 57,\n",
       "         'forex': 44,\n",
       "         'we': 229,\n",
       "         'are': 416,\n",
       "         'selfish.': 3,\n",
       "         'orlando': 126,\n",
       "         'standwithorlando': 1,\n",
       "         'pulseshooting': 5,\n",
       "         'orlandoshooting': 21,\n",
       "         'biggerproblems': 1,\n",
       "         'heabreaking': 11,\n",
       "         'values': 3,\n",
       "         'love': 48,\n",
       "         'sad': 245,\n",
       "         'little': 146,\n",
       "         'dude..': 1,\n",
       "         'badday': 2,\n",
       "         'coneofshame': 1,\n",
       "         'cats': 5,\n",
       "         'pissed': 5,\n",
       "         'funny': 23,\n",
       "         'laughs': 2,\n",
       "         'it': 349,\n",
       "         'was': 275,\n",
       "         'hard': 69,\n",
       "         'monday': 11,\n",
       "         'due': 32,\n",
       "         'cloudy': 5,\n",
       "         'weather.': 1,\n",
       "         'disabling': 1,\n",
       "         'oxygen': 2,\n",
       "         'production': 1,\n",
       "         'today.': 26,\n",
       "         'goodnight': 5,\n",
       "         'badmonday': 1,\n",
       "         \"it's\": 223,\n",
       "         'unbelievable': 15,\n",
       "         '21st': 1,\n",
       "         'century': 1,\n",
       "         \"we'd\": 2,\n",
       "         'need': 66,\n",
       "         'something': 33,\n",
       "         'like': 251,\n",
       "         'this.': 14,\n",
       "         'again.': 9,\n",
       "         'neverump': 6,\n",
       "         'xenophobia': 5,\n",
       "         'yup,': 1,\n",
       "         'being': 87,\n",
       "         'knicks': 1,\n",
       "         'fan': 14,\n",
       "         'hard,': 3,\n",
       "         'its': 62,\n",
       "         'easier': 4,\n",
       "         'just': 283,\n",
       "         'be': 401,\n",
       "         'an': 147,\n",
       "         'nba': 14,\n",
       "         'playoffs': 1,\n",
       "         'roll': 4,\n",
       "         'around': 80,\n",
       "         'ð\\x9f\\x98\\x8e': 3,\n",
       "         'whenever': 4,\n",
       "         'im': 34,\n",
       "         'goes': 21,\n",
       "         'wrong': 63,\n",
       "         '|': 22,\n",
       "         \"you've\": 11,\n",
       "         'really': 137,\n",
       "         'hu': 20,\n",
       "         'my': 557,\n",
       "         'feelings': 19,\n",
       "         ':(': 108,\n",
       "         'carrying': 2,\n",
       "         'gun': 25,\n",
       "         \"wouldn't\": 3,\n",
       "         'of': 840,\n",
       "         'helped': 2,\n",
       "         'if': 128,\n",
       "         'you': 748,\n",
       "         'take': 61,\n",
       "         'with': 344,\n",
       "         'you.': 16,\n",
       "         'control': 14,\n",
       "         \"won't\": 21,\n",
       "         'stop': 49,\n",
       "         'black': 163,\n",
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       "         'senseless': 11,\n",
       "         'tragedy.': 6,\n",
       "         'pulse': 11,\n",
       "         'orlandostaystrong': 1,\n",
       "         'thoughtsandprayersâ\\x80¦': 1,\n",
       "         'quote': 17,\n",
       "         'jeremy': 1,\n",
       "         'corbyn:': 1,\n",
       "         '\"here': 1,\n",
       "         'we,': 2,\n",
       "         'fucking': 56,\n",
       "         'go!\"': 1,\n",
       "         'england': 12,\n",
       "         'vs': 12,\n",
       "         'russia': 8,\n",
       "         'marseille': 3,\n",
       "         '21:00???': 1,\n",
       "         'did': 38,\n",
       "         'expect?': 1,\n",
       "         'high': 4,\n",
       "         'risk': 4,\n",
       "         'plenty': 4,\n",
       "         'drink...': 1,\n",
       "         'back': 77,\n",
       "         'v': 10,\n",
       "         'traumatic': 1,\n",
       "         'months.': 4,\n",
       "         'damage': 2,\n",
       "         'thought,': 1,\n",
       "         'proof': 6,\n",
       "         'plan': 6,\n",
       "         'works!': 2,\n",
       "         'onwards': 1,\n",
       "         'upwards': 1,\n",
       "         'ð\\x9f\\x98\\x8a': 10,\n",
       "         'excitâ\\x80¦': 1,\n",
       "         'ð\\x9f\\x98\\x94': 19,\n",
       "         'socialmedia': 4,\n",
       "         'firm': 2,\n",
       "         'build': 5,\n",
       "         '6': 14,\n",
       "         'nuclear': 2,\n",
       "         'reactors': 1,\n",
       "         'india': 13,\n",
       "         'oscar': 6,\n",
       "         'tabarez': 3,\n",
       "         'talks': 3,\n",
       "         'luis': 6,\n",
       "         'suarezâ\\x80\\x99s': 3,\n",
       "         'reactionâ\\x80¦': 3,\n",
       "         'spos': 9,\n",
       "         'during': 15,\n",
       "         'utterly': 5,\n",
       "         ':': 29,\n",
       "         'incurable': 2,\n",
       "         'africa': 5,\n",
       "         'albino': 1,\n",
       "         'killings': 2,\n",
       "         'malawi': 1,\n",
       "         'spark': 3,\n",
       "         'education': 6,\n",
       "         'campaign': 12,\n",
       "         'events': 5,\n",
       "         'usa': 17,\n",
       "         'review': 1,\n",
       "         'laws': 5,\n",
       "         'innocents': 1,\n",
       "         'die': 12,\n",
       "         'first?': 1,\n",
       "         'horrific': 14,\n",
       "         'unforgiveable': 1,\n",
       "         'girliguessimwithher': 1,\n",
       "         'tag': 2,\n",
       "         'saddest': 1,\n",
       "         'representation': 1,\n",
       "         'forced': 6,\n",
       "         'vote': 12,\n",
       "         '\"her\"': 1,\n",
       "         'ima': 1,\n",
       "         'go': 100,\n",
       "         'cry': 19,\n",
       "         'hours': 13,\n",
       "         'brb': 2,\n",
       "         'use': 29,\n",
       "         'tragedy': 16,\n",
       "         'fuel': 2,\n",
       "         'agenda': 7,\n",
       "         'towards': 15,\n",
       "         'entire': 14,\n",
       "         'groups': 6,\n",
       "         'opposite': 3,\n",
       "         'helpfulâ\\x80¦': 1,\n",
       "         'help!': 4,\n",
       "         'bubble': 1,\n",
       "         'attack!': 1,\n",
       "         'winter': 4,\n",
       "         'bathtime': 2,\n",
       "         'cozy': 2,\n",
       "         'didnt': 8,\n",
       "         'emergency': 1,\n",
       "         'home': 41,\n",
       "         'daughter': 8,\n",
       "         'well': 35,\n",
       "         'soo': 2,\n",
       "         'rush': 2,\n",
       "         'missed': 11,\n",
       "         'ur': 26,\n",
       "         'carolyn': 1,\n",
       "         'cooper': 1,\n",
       "         'ugly,': 3,\n",
       "         'poor,': 1,\n",
       "         'ignorant': 4,\n",
       "         'black!': 2,\n",
       "         'gay': 15,\n",
       "         'men': 19,\n",
       "         'can&amp;039;t': 1,\n",
       "         'donate': 3,\n",
       "         'blood': 4,\n",
       "         'massacre': 3,\n",
       "         'lying': 9,\n",
       "         'hillary': 14,\n",
       "         'would': 55,\n",
       "         '\"security': 1,\n",
       "         'inquiry\"': 1,\n",
       "         'liberals': 5,\n",
       "         'minded': 2,\n",
       "         'eats': 2,\n",
       "         'them': 59,\n",
       "         'eat': 13,\n",
       "         'shit.': 6,\n",
       "         'wrenching!': 1,\n",
       "         'state': 11,\n",
       "         'mother,': 1,\n",
       "         'knows': 9,\n",
       "         'son': 18,\n",
       "         'ones': 9,\n",
       "         '&gt;&gt;&gt;': 1,\n",
       "         'takalot': 1,\n",
       "         'book': 10,\n",
       "         'order': 8,\n",
       "         'arrives': 2,\n",
       "         'weekend': 32,\n",
       "         'away': 24,\n",
       "         'bush.': 1,\n",
       "         'bengreenfield': 1,\n",
       "         'steph.': 1,\n",
       "         'san': 4,\n",
       "         'kana??': 1,\n",
       "         'your': 248,\n",
       "         \"3's\": 1,\n",
       "         'badly': 7,\n",
       "         'needed.': 1,\n",
       "         'please': 39,\n",
       "         'ð\\x9f\\x99\\x8fð\\x9f\\x99\\x8fð\\x9f\\x99\\x8f': 1,\n",
       "         'jpy:': 1,\n",
       "         'negative': 14,\n",
       "         'external': 2,\n",
       "         'environment': 2,\n",
       "         'remains': 2,\n",
       "         'suppoive': 1,\n",
       "         'mufg': 1,\n",
       "         'gray': 2,\n",
       "         'color': 11,\n",
       "         'grayneedstogo': 1,\n",
       "         'usd': 1,\n",
       "         'positions': 1,\n",
       "         'added,': 1,\n",
       "         'eur': 1,\n",
       "         'shos': 1,\n",
       "         'increased': 6,\n",
       "         'anz': 2,\n",
       "         'standing': 3,\n",
       "         'americad': 1,\n",
       "         'curse': 1,\n",
       "         'congress': 7,\n",
       "         'haters': 5,\n",
       "         'deplorable': 4,\n",
       "         'hateâ\\x80¦': 2,\n",
       "         'recommend': 1,\n",
       "         'dark': 27,\n",
       "         'romances:': 1,\n",
       "         'horror': 7,\n",
       "         'moviegenres': 1,\n",
       "         'ambiance': 2,\n",
       "         'everytime': 2,\n",
       "         'wear': 6,\n",
       "         'soccer': 5,\n",
       "         'shis': 3,\n",
       "         'joie': 2,\n",
       "         'fries': 4,\n",
       "         'says': 20,\n",
       "         'look': 55,\n",
       "         'mexican': 5,\n",
       "         'months': 18,\n",
       "         'feeling': 38,\n",
       "         'positive': 10,\n",
       "         'life': 99,\n",
       "         'lately': 5,\n",
       "         'pleasedontchange': 1,\n",
       "         'ð\\x9f\\x98\\x81': 7,\n",
       "         'chose': 2,\n",
       "         'dj': 1,\n",
       "         'snake': 1,\n",
       "         'zedd': 1,\n",
       "         'edc': 2,\n",
       "         'many': 26,\n",
       "         'ways': 5,\n",
       "         'nothing': 50,\n",
       "         'learned': 3,\n",
       "         'coverinâ\\x80¦': 1,\n",
       "         'chosen': 5,\n",
       "         'horse': 4,\n",
       "         'unless': 4,\n",
       "         'mind': 14,\n",
       "         'soon,': 1,\n",
       "         'political': 19,\n",
       "         'career.': 1,\n",
       "         'snatched': 1,\n",
       "         'past': 29,\n",
       "         'week!': 3,\n",
       "         'schoolsupplies': 1,\n",
       "         'thing': 40,\n",
       "         'humankind...': 1,\n",
       "         'news,': 4,\n",
       "         'etc': 6,\n",
       "         '\"open': 1,\n",
       "         'business': 11,\n",
       "         'usual!': 1,\n",
       "         'good': 27,\n",
       "         're': 1,\n",
       "         'future!': 1,\n",
       "         'allahsoil': 20,\n",
       "         'vps': 2,\n",
       "         'multi-million': 2,\n",
       "         'dollar': 2,\n",
       "         'bonuses': 2,\n",
       "         'while': 21,\n",
       "         'average': 8,\n",
       "         'americans': 16,\n",
       "         'homes.': 2,\n",
       "         'â\\x80¦â\\x80¦': 2,\n",
       "         '25': 3,\n",
       "         'jan.': 2,\n",
       "         'discrimination': 2,\n",
       "         'affected': 5,\n",
       "         'criminal': 5,\n",
       "         'justice': 4,\n",
       "         'system?': 1,\n",
       "         'fathersday': 22,\n",
       "         'fatherã¢â\\x80â\\x99s': 3,\n",
       "         'day,': 16,\n",
       "         'dad': 19,\n",
       "         'skinny': 6,\n",
       "         'single': 43,\n",
       "         'buy': 10,\n",
       "         'things': 55,\n",
       "         ...})"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "counter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [],
   "source": [
    "word_num = len(counter)\n",
    "\n",
    "#For each sequence we need to have same length when we are doing it with TensorFlow\n",
    "#mapping them to the same sequence size\n",
    "max_length = 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {},
   "outputs": [],
   "source": [
    "train = negTweets\n",
    "#Note: another dataset needs to be applied\n",
    "test = negTweets\n",
    "\n",
    "train_size = int(train.shape[0] * 0.8)\n",
    "\n",
    "#train senteces first elements in text feature \n",
    "train_sentences = train.clean_tweets[:train_size]\n",
    "train_labels = train.id[:train_size]\n",
    "\n",
    "#test senteces are remaining 20%\n",
    "test_sentences = train.clean_tweets[train_size:]\n",
    "test_labels = train.id[train_size:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Tokenizing train setences\n",
    "tokenizer = Tokenizer(num_words=word_num)\n",
    "tokenizer.fit_on_texts(train_sentences)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {},
   "outputs": [],
   "source": [
    "word_index = tokenizer.word_index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'the': 1,\n",
       " 'to': 2,\n",
       " 'a': 3,\n",
       " 'and': 4,\n",
       " 'i': 5,\n",
       " 'in': 6,\n",
       " 'is': 7,\n",
       " 'of': 8,\n",
       " 'you': 9,\n",
       " 'for': 10,\n",
       " 'my': 11,\n",
       " 'this': 12,\n",
       " 'that': 13,\n",
       " 'so': 14,\n",
       " 'are': 15,\n",
       " 'on': 16,\n",
       " 'be': 17,\n",
       " 'it': 18,\n",
       " 'not': 19,\n",
       " 'amp': 20,\n",
       " 'with': 21,\n",
       " 'sad': 22,\n",
       " 'me': 23,\n",
       " 'all': 24,\n",
       " 'just': 25,\n",
       " 'was': 26,\n",
       " 'but': 27,\n",
       " 'at': 28,\n",
       " 'people': 29,\n",
       " \"i'm\": 30,\n",
       " 'have': 31,\n",
       " 'your': 32,\n",
       " 'when': 33,\n",
       " 'like': 34,\n",
       " 'we': 35,\n",
       " \"it's\": 36,\n",
       " 'no': 37,\n",
       " 'do': 38,\n",
       " 'bear': 39,\n",
       " 'hate': 40,\n",
       " 'what': 41,\n",
       " 'they': 42,\n",
       " 'polar': 43,\n",
       " 'about': 44,\n",
       " 'out': 45,\n",
       " 'game': 46,\n",
       " 'down': 47,\n",
       " 'as': 48,\n",
       " 'how': 49,\n",
       " 'his': 50,\n",
       " 'day': 51,\n",
       " 'now': 52,\n",
       " 'from': 53,\n",
       " 'black': 54,\n",
       " 'by': 55,\n",
       " 'up': 56,\n",
       " 'can': 57,\n",
       " 'will': 58,\n",
       " \"don't\": 59,\n",
       " 'why': 60,\n",
       " 'angry': 61,\n",
       " 'little': 62,\n",
       " 'an': 63,\n",
       " 'get': 64,\n",
       " 'who': 65,\n",
       " 'orlando': 66,\n",
       " 'really': 67,\n",
       " 'bad': 68,\n",
       " 'â\\x80¦': 69,\n",
       " 'has': 70,\n",
       " 'climb': 71,\n",
       " \"can't\": 72,\n",
       " 'racing': 73,\n",
       " 'life': 74,\n",
       " 'he': 75,\n",
       " '2': 76,\n",
       " 'one': 77,\n",
       " 'see': 78,\n",
       " 'feel': 79,\n",
       " 'if': 80,\n",
       " 'time': 81,\n",
       " 'our': 82,\n",
       " 'think': 83,\n",
       " 'today': 84,\n",
       " 'after': 85,\n",
       " 'too': 86,\n",
       " 'or': 87,\n",
       " 'go': 88,\n",
       " 'other': 89,\n",
       " 'world': 90,\n",
       " 'u': 91,\n",
       " 'trump': 92,\n",
       " 'some': 93,\n",
       " 'cold': 94,\n",
       " 'know': 95,\n",
       " 'want': 96,\n",
       " 'never': 97,\n",
       " 'going': 98,\n",
       " 'being': 99,\n",
       " 'very': 100,\n",
       " 'been': 101,\n",
       " 'back': 102,\n",
       " 'even': 103,\n",
       " 'their': 104,\n",
       " 'sick': 105,\n",
       " 'there': 106,\n",
       " 'news': 107,\n",
       " 'fuck': 108,\n",
       " 'her': 109,\n",
       " 'over': 110,\n",
       " 'hard': 111,\n",
       " 'because': 112,\n",
       " 'only': 113,\n",
       " 'make': 114,\n",
       " 'shit': 115,\n",
       " 'wrong': 116,\n",
       " 'empty': 117,\n",
       " 'am': 118,\n",
       " 'new': 119,\n",
       " 'long': 120,\n",
       " 'work': 121,\n",
       " 'around': 122,\n",
       " 'had': 123,\n",
       " 'living': 124,\n",
       " 'attack': 125,\n",
       " 'sorry': 126,\n",
       " \"you're\": 127,\n",
       " 'got': 128,\n",
       " 'these': 129,\n",
       " 'white': 130,\n",
       " 'crazy': 131,\n",
       " 'him': 132,\n",
       " 'dead': 133,\n",
       " 'much': 134,\n",
       " 'than': 135,\n",
       " 'us': 136,\n",
       " 'she': 137,\n",
       " 'each': 138,\n",
       " 'them': 139,\n",
       " '4': 140,\n",
       " 'way': 141,\n",
       " 'days': 142,\n",
       " 'tired': 143,\n",
       " 'few': 144,\n",
       " 'come': 145,\n",
       " 'girl': 146,\n",
       " 'more': 147,\n",
       " '3': 148,\n",
       " 'need': 149,\n",
       " 'again': 150,\n",
       " 'young': 151,\n",
       " 'always': 152,\n",
       " 'then': 153,\n",
       " 'family': 154,\n",
       " 'man': 155,\n",
       " 'still': 156,\n",
       " 'places': 157,\n",
       " 'head': 158,\n",
       " 'last': 159,\n",
       " 'week': 160,\n",
       " 'next': 161,\n",
       " 'â\\x86\\x9d': 162,\n",
       " 'blog': 163,\n",
       " 'city': 164,\n",
       " 'mad': 165,\n",
       " 'things': 166,\n",
       " 'say': 167,\n",
       " 'via': 168,\n",
       " 'its': 169,\n",
       " 'nasty': 170,\n",
       " 'nude': 171,\n",
       " 'nothing': 172,\n",
       " 'love': 173,\n",
       " 'stop': 174,\n",
       " 'porn': 175,\n",
       " 'look': 176,\n",
       " 'wait': 177,\n",
       " 'silver': 178,\n",
       " 'gold': 179,\n",
       " 'worst': 180,\n",
       " 'fucking': 181,\n",
       " 'home': 182,\n",
       " 'late': 183,\n",
       " 'someone': 184,\n",
       " 'birds': 185,\n",
       " 'off': 186,\n",
       " 'here': 187,\n",
       " 'america': 188,\n",
       " 'na': 189,\n",
       " 'take': 190,\n",
       " 'were': 191,\n",
       " 'slut': 192,\n",
       " \"that's\": 193,\n",
       " 'bull': 194,\n",
       " 'side': 195,\n",
       " 'shy': 196,\n",
       " 'pathetic': 197,\n",
       " 'pay': 198,\n",
       " '1': 199,\n",
       " 'makes': 200,\n",
       " '3d': 201,\n",
       " 'show': 202,\n",
       " 'naughty': 203,\n",
       " 'xxx': 204,\n",
       " 'wet': 205,\n",
       " 'should': 206,\n",
       " 'night': 207,\n",
       " 'into': 208,\n",
       " 'give': 209,\n",
       " 'tragic': 210,\n",
       " 'would': 211,\n",
       " 'looking': 212,\n",
       " 'ever': 213,\n",
       " 'another': 214,\n",
       " 'right': 215,\n",
       " 'hot': 216,\n",
       " 'kinky': 217,\n",
       " 'every': 218,\n",
       " 'weekend': 219,\n",
       " 'disappointed': 220,\n",
       " 'stupid': 221,\n",
       " 'year': 222,\n",
       " 'broken': 223,\n",
       " 'any': 224,\n",
       " 'sexy': 225,\n",
       " 'horny': 226,\n",
       " 'watching': 227,\n",
       " 'change': 228,\n",
       " 'friends': 229,\n",
       " 'thing': 230,\n",
       " 'shooting': 231,\n",
       " 'getting': 232,\n",
       " 'please': 233,\n",
       " 'mean': 234,\n",
       " 'w': 235,\n",
       " 'past': 236,\n",
       " 'half': 237,\n",
       " 'did': 238,\n",
       " 'such': 239,\n",
       " 'tonight': 240,\n",
       " '5': 241,\n",
       " 'forex': 242,\n",
       " 'obama': 243,\n",
       " 'watch': 244,\n",
       " 'hea': 245,\n",
       " 'video': 246,\n",
       " 'away': 247,\n",
       " 'find': 248,\n",
       " 'music': 249,\n",
       " 'before': 250,\n",
       " 'poor': 251,\n",
       " 'feeling': 252,\n",
       " 'those': 253,\n",
       " 'until': 254,\n",
       " 'believe': 255,\n",
       " 'kids': 256,\n",
       " \"i've\": 257,\n",
       " 'lost': 258,\n",
       " 'single': 259,\n",
       " 'killed': 260,\n",
       " 'tomorrow': 261,\n",
       " 'wtf': 262,\n",
       " \"doesn't\": 263,\n",
       " 'first': 264,\n",
       " 'listen': 265,\n",
       " 'where': 266,\n",
       " 'crying': 267,\n",
       " 'im': 268,\n",
       " 'alone': 269,\n",
       " 'everyone': 270,\n",
       " 'depressed': 271,\n",
       " 'hope': 272,\n",
       " 'friday': 273,\n",
       " 'behind': 274,\n",
       " 'well': 275,\n",
       " 'horrible': 276,\n",
       " 'confused': 277,\n",
       " '0': 278,\n",
       " 'ppl': 279,\n",
       " 'lonely': 280,\n",
       " 'hear': 281,\n",
       " 'play': 282,\n",
       " 'years': 283,\n",
       " 's': 284,\n",
       " 'live': 285,\n",
       " 'house': 286,\n",
       " \"didn't\": 287,\n",
       " 'happy': 288,\n",
       " 'morning': 289,\n",
       " 'bihday': 290,\n",
       " 'snapshot': 291,\n",
       " 'help': 292,\n",
       " 'missing': 293,\n",
       " 'women': 294,\n",
       " 'anger': 295,\n",
       " 'racist': 296,\n",
       " 'person': 297,\n",
       " 'previous': 298,\n",
       " 'funny': 299,\n",
       " 'due': 300,\n",
       " 'retweet': 301,\n",
       " 'miss': 302,\n",
       " 'finally': 303,\n",
       " 'already': 304,\n",
       " 'seriously': 305,\n",
       " 'less': 306,\n",
       " 'gun': 307,\n",
       " 'n': 308,\n",
       " 'same': 309,\n",
       " 'waiting': 310,\n",
       " 'use': 311,\n",
       " 'let': 312,\n",
       " 'enough': 313,\n",
       " 'done': 314,\n",
       " 'face': 315,\n",
       " 'everyday': 316,\n",
       " 'disgusting': 317,\n",
       " \"i'll\": 318,\n",
       " 'something': 319,\n",
       " 'made': 320,\n",
       " 'weeks': 321,\n",
       " 'old': 322,\n",
       " 'trying': 323,\n",
       " 'r': 324,\n",
       " 'guns': 325,\n",
       " 'try': 326,\n",
       " 'green': 327,\n",
       " 'may': 328,\n",
       " 'racism': 329,\n",
       " 'thought': 330,\n",
       " 'against': 331,\n",
       " 'country': 332,\n",
       " 'rip': 333,\n",
       " 'men': 334,\n",
       " 'dark': 335,\n",
       " 'weak': 336,\n",
       " 'yet': 337,\n",
       " 'having': 338,\n",
       " 'fail': 339,\n",
       " 'truth': 340,\n",
       " 'selfie': 341,\n",
       " 'god': 342,\n",
       " 'pa': 343,\n",
       " 'two': 344,\n",
       " 'boy': 345,\n",
       " 'end': 346,\n",
       " '7': 347,\n",
       " 'tampa': 348,\n",
       " 'good': 349,\n",
       " 'evil': 350,\n",
       " 'keep': 351,\n",
       " 'left': 352,\n",
       " 'guy': 353,\n",
       " 'must': 354,\n",
       " 'real': 355,\n",
       " 'terrible': 356,\n",
       " 'understand': 357,\n",
       " 'least': 358,\n",
       " 'human': 359,\n",
       " 'food': 360,\n",
       " 'school': 361,\n",
       " '50': 362,\n",
       " 'everything': 363,\n",
       " 'victims': 364,\n",
       " 'families': 365,\n",
       " 'many': 366,\n",
       " 'does': 367,\n",
       " 'making': 368,\n",
       " 'oh': 369,\n",
       " 'sex': 370,\n",
       " 'round': 371,\n",
       " 'lives': 372,\n",
       " 'prayfororlando': 373,\n",
       " 'sadly': 374,\n",
       " 'most': 375,\n",
       " 'hu': 376,\n",
       " \"won't\": 377,\n",
       " 'place': 378,\n",
       " 'idiot': 379,\n",
       " 'money': 380,\n",
       " 'stomping': 381,\n",
       " '6': 382,\n",
       " 'bored': 383,\n",
       " 'matter': 384,\n",
       " 'went': 385,\n",
       " 'depression': 386,\n",
       " 'summer': 387,\n",
       " 'frustrated': 388,\n",
       " 'coming': 389,\n",
       " '10': 390,\n",
       " 'scary': 391,\n",
       " 'afraid': 392,\n",
       " 'gone': 393,\n",
       " 'baby': 394,\n",
       " 'media': 395,\n",
       " 'woman': 396,\n",
       " 'gets': 397,\n",
       " 'happened': 398,\n",
       " 'seems': 399,\n",
       " 'both': 400,\n",
       " 'big': 401,\n",
       " 'miamiâ\\x80¦': 402,\n",
       " 'tragedy': 403,\n",
       " 'others': 404,\n",
       " 'small': 405,\n",
       " 'looks': 406,\n",
       " 'needs': 407,\n",
       " 'mom': 408,\n",
       " 'put': 409,\n",
       " 'far': 410,\n",
       " 'reason': 411,\n",
       " '2016': 412,\n",
       " 'ass': 413,\n",
       " 'without': 414,\n",
       " 'which': 415,\n",
       " 'myself': 416,\n",
       " 'anymore': 417,\n",
       " 'guys': 418,\n",
       " 'euro2016': 419,\n",
       " 'girls': 420,\n",
       " 'orlandoshooting': 421,\n",
       " 'goes': 422,\n",
       " 'control': 423,\n",
       " 'worse': 424,\n",
       " 'could': 425,\n",
       " 'weird': 426,\n",
       " 'ð\\x9f\\x98¢': 427,\n",
       " 'annoyed': 428,\n",
       " 'dear': 429,\n",
       " 'hour': 430,\n",
       " 'ugly': 431,\n",
       " 'while': 432,\n",
       " 'fathersday': 433,\n",
       " 'sta': 434,\n",
       " 'tell': 435,\n",
       " 'lot': 436,\n",
       " 'fake': 437,\n",
       " 'true': 438,\n",
       " 'car': 439,\n",
       " 'ð\\x9f\\x98\\x82': 440,\n",
       " 'through': 441,\n",
       " \"we're\": 442,\n",
       " 'cat': 443,\n",
       " 'comments': 444,\n",
       " 'doing': 445,\n",
       " 'sucks': 446,\n",
       " 'waste': 447,\n",
       " 'sometimes': 448,\n",
       " 'words': 449,\n",
       " 'fan': 450,\n",
       " 'anyone': 451,\n",
       " 'found': 452,\n",
       " 'said': 453,\n",
       " 'service': 454,\n",
       " 'walk': 455,\n",
       " 'ur': 456,\n",
       " 'son': 457,\n",
       " 'quotes': 458,\n",
       " 'forward': 459,\n",
       " 'story': 460,\n",
       " 'actually': 461,\n",
       " 'came': 462,\n",
       " 'secret': 463,\n",
       " 'kill': 464,\n",
       " 'ripchristina': 465,\n",
       " 'pain': 466,\n",
       " 'shocked': 467,\n",
       " 'guess': 468,\n",
       " 'bed': 469,\n",
       " 'fucked': 470,\n",
       " 'islam': 471,\n",
       " 'fans': 472,\n",
       " 'insane': 473,\n",
       " 'pray': 474,\n",
       " 'leave': 475,\n",
       " 'tweet': 476,\n",
       " 'b': 477,\n",
       " \"he's\": 478,\n",
       " 'yourself': 479,\n",
       " 'thoughts': 480,\n",
       " 'gonna': 481,\n",
       " 'run': 482,\n",
       " 'yes': 483,\n",
       " 'internet': 484,\n",
       " 'playing': 485,\n",
       " 'months': 486,\n",
       " 'quote': 487,\n",
       " 'usa': 488,\n",
       " 'gay': 489,\n",
       " 'open': 490,\n",
       " 'dad': 491,\n",
       " 'injured': 492,\n",
       " 'prayers': 493,\n",
       " 'police': 494,\n",
       " 'talk': 495,\n",
       " 'twitter': 496,\n",
       " 'season': 497,\n",
       " 'smh': 498,\n",
       " 'wow': 499,\n",
       " 'saturday': 500,\n",
       " 'read': 501,\n",
       " 'though': 502,\n",
       " 'phone': 503,\n",
       " \"what's\": 504,\n",
       " 'post': 505,\n",
       " \"isn't\": 506,\n",
       " 'friend': 507,\n",
       " 'vs': 508,\n",
       " 'ð\\x9f\\x98\\x94': 509,\n",
       " 'die': 510,\n",
       " 'horrific': 511,\n",
       " 'cry': 512,\n",
       " 'says': 513,\n",
       " 'violence': 514,\n",
       " 'might': 515,\n",
       " 'close': 516,\n",
       " 'desperate': 517,\n",
       " 'anything': 518,\n",
       " 'lgbt': 519,\n",
       " 'd': 520,\n",
       " 'ago': 521,\n",
       " 'month': 522,\n",
       " 'mass': 523,\n",
       " 'also': 524,\n",
       " 'boys': 525,\n",
       " 'free': 526,\n",
       " \"'\": 527,\n",
       " 'feelings': 528,\n",
       " 'race': 529,\n",
       " 'brexit': 530,\n",
       " 'nobody': 531,\n",
       " 'else': 532,\n",
       " 'since': 533,\n",
       " 'till': 534,\n",
       " 'bit': 535,\n",
       " 'care': 536,\n",
       " 'india': 537,\n",
       " 'hours': 538,\n",
       " 'towards': 539,\n",
       " 'state': 540,\n",
       " 'mind': 541,\n",
       " 'allahsoil': 542,\n",
       " 'americans': 543,\n",
       " 'serious': 544,\n",
       " 'times': 545,\n",
       " 'used': 546,\n",
       " 'nbafinals': 547,\n",
       " 'fun': 548,\n",
       " 'follow': 549,\n",
       " 'death': 550,\n",
       " 'florida': 551,\n",
       " 'suppo': 552,\n",
       " 'wanna': 553,\n",
       " 'wish': 554,\n",
       " '9': 555,\n",
       " 'gop': 556,\n",
       " 'boring': 557,\n",
       " 'remember': 558,\n",
       " 'tv': 559,\n",
       " 'body': 560,\n",
       " 'lt': 561,\n",
       " 'called': 562,\n",
       " 'dangerous': 563,\n",
       " 'sunday': 564,\n",
       " 'silly': 565,\n",
       " 'hatred': 566,\n",
       " 'animals': 567,\n",
       " 'job': 568,\n",
       " 'ready': 569,\n",
       " 'crap': 570,\n",
       " 'president': 571,\n",
       " 'father': 572,\n",
       " 'unbelievable': 573,\n",
       " 'nba': 574,\n",
       " 'truly': 575,\n",
       " 'call': 576,\n",
       " 'together': 577,\n",
       " 'stay': 578,\n",
       " 'dog': 579,\n",
       " 'instead': 580,\n",
       " 'comes': 581,\n",
       " 'history': 582,\n",
       " 'during': 583,\n",
       " 'vote': 584,\n",
       " 'entire': 585,\n",
       " 'hillary': 586,\n",
       " 'political': 587,\n",
       " 'slow': 588,\n",
       " 'typical': 589,\n",
       " 'tough': 590,\n",
       " 'sleep': 591,\n",
       " 'spent': 592,\n",
       " 'thankful': 593,\n",
       " 'talking': 594,\n",
       " 'told': 595,\n",
       " 'upset': 596,\n",
       " 'speak': 597,\n",
       " 'under': 598,\n",
       " 'wanted': 599,\n",
       " 'unhappy': 600,\n",
       " 'maybe': 601,\n",
       " 'hit': 602,\n",
       " 'lose': 603,\n",
       " 'act': 604,\n",
       " 'check': 605,\n",
       " 'english': 606,\n",
       " 'shot': 607,\n",
       " 'running': 608,\n",
       " 'vine': 609,\n",
       " 'team': 610,\n",
       " 'june': 611,\n",
       " 'england': 612,\n",
       " 'campaign': 613,\n",
       " 'order': 614,\n",
       " 'color': 615,\n",
       " 'soon': 616,\n",
       " 'teen': 617,\n",
       " 'club': 618,\n",
       " 'bc': 619,\n",
       " 'once': 620,\n",
       " 'become': 621,\n",
       " 'seeing': 622,\n",
       " 'pink': 623,\n",
       " 'self': 624,\n",
       " 'rest': 625,\n",
       " 'learn': 626,\n",
       " 'almost': 627,\n",
       " 'group': 628,\n",
       " 'seen': 629,\n",
       " 'holiday': 630,\n",
       " '1st': 631,\n",
       " 'word': 632,\n",
       " 'smile': 633,\n",
       " 'hungry': 634,\n",
       " 'cavs': 635,\n",
       " 'bitch': 636,\n",
       " 'thanks': 637,\n",
       " 'cow': 638,\n",
       " 'idiots': 639,\n",
       " 'orange': 640,\n",
       " \"haven't\": 641,\n",
       " '20': 642,\n",
       " 'monday': 643,\n",
       " 'muslim': 644,\n",
       " 'stupidity': 645,\n",
       " 'â\\x80\\x93': 646,\n",
       " 'business': 647,\n",
       " 'dumb': 648,\n",
       " 'heard': 649,\n",
       " 'oil': 650,\n",
       " 'helping': 651,\n",
       " 'uk': 652,\n",
       " 'eat': 653,\n",
       " 'gt': 654,\n",
       " 'book': 655,\n",
       " 'negative': 656,\n",
       " 'children': 657,\n",
       " 'choose': 658,\n",
       " '30': 659,\n",
       " 'donald': 660,\n",
       " 'impoant': 661,\n",
       " 'meet': 662,\n",
       " \"you'll\": 663,\n",
       " 'false': 664,\n",
       " 'forever': 665,\n",
       " 'saying': 666,\n",
       " 'later': 667,\n",
       " 'football': 668,\n",
       " 'thank': 669,\n",
       " 'lyrics': 670,\n",
       " 'liar': 671,\n",
       " 'line': 672,\n",
       " 'united': 673,\n",
       " 'respect': 674,\n",
       " 'blind': 675,\n",
       " '8': 676,\n",
       " 'flight': 677,\n",
       " 'song': 678,\n",
       " 'ask': 679,\n",
       " 'blessed': 680,\n",
       " 'thinking': 681,\n",
       " 'yeah': 682,\n",
       " 'absolutely': 683,\n",
       " 'social': 684,\n",
       " 'forget': 685,\n",
       " 'cruel': 686,\n",
       " 'l': 687,\n",
       " \"they're\": 688,\n",
       " 'cant': 689,\n",
       " \"you've\": 690,\n",
       " 'power': 691,\n",
       " \"i'd\": 692,\n",
       " 'shows': 693,\n",
       " 'moron': 694,\n",
       " 'yesterday': 695,\n",
       " 'y': 696,\n",
       " 'christinagrimmie': 697,\n",
       " 'customer': 698,\n",
       " 'app': 699,\n",
       " 'course': 700,\n",
       " 'missed': 701,\n",
       " 'needed': 702,\n",
       " 'positive': 703,\n",
       " 'clearly': 704,\n",
       " 'conce': 705,\n",
       " 'mental': 706,\n",
       " 'town': 707,\n",
       " 'totally': 708,\n",
       " 'red': 709,\n",
       " 'emotions': 710,\n",
       " 'problem': 711,\n",
       " 'dont': 712,\n",
       " 'ð\\x9f\\x98¡': 713,\n",
       " 'wake': 714,\n",
       " 'mood': 715,\n",
       " 'probably': 716,\n",
       " 'literally': 717,\n",
       " 'happen': 718,\n",
       " 'child': 719,\n",
       " 'depressing': 720,\n",
       " 'sure': 721,\n",
       " 'difficult': 722,\n",
       " 'hardly': 723,\n",
       " 'videos': 724,\n",
       " 'base': 725,\n",
       " 'o': 726,\n",
       " 'fear': 727,\n",
       " 'agree': 728,\n",
       " 'reality': 729,\n",
       " 'lookin': 730,\n",
       " 'war': 731,\n",
       " 'loss': 732,\n",
       " 'remain': 733,\n",
       " 'bloody': 734,\n",
       " 'died': 735,\n",
       " 'break': 736,\n",
       " 'chicken': 737,\n",
       " 'miserable': 738,\n",
       " 'accept': 739,\n",
       " 'using': 740,\n",
       " 'peace': 741,\n",
       " 'fathers': 742,\n",
       " 'american': 743,\n",
       " 'ripchristinagrimmie': 744,\n",
       " 'bought': 745,\n",
       " 'staff': 746,\n",
       " 'states': 747,\n",
       " 'ð\\x9f\\x98\\xad': 748,\n",
       " 'heabreaking': 749,\n",
       " 'date': 750,\n",
       " 'hair': 751,\n",
       " \"there's\": 752,\n",
       " 'land': 753,\n",
       " 'shocking': 754,\n",
       " 'cuz': 755,\n",
       " \"ain't\": 756,\n",
       " 'rude': 757,\n",
       " 'stuff': 758,\n",
       " 'senseless': 759,\n",
       " 'pulse': 760,\n",
       " 'ones': 761,\n",
       " 'badly': 762,\n",
       " 'haters': 763,\n",
       " 'better': 764,\n",
       " 'took': 765,\n",
       " 'leaving': 766,\n",
       " 'oitnb': 767,\n",
       " 'disney': 768,\n",
       " 'afternoon': 769,\n",
       " 'useless': 770,\n",
       " 'wants': 771,\n",
       " 'ness': 772,\n",
       " 'expensive': 773,\n",
       " 'blue': 774,\n",
       " 'ignorance': 775,\n",
       " 'saw': 776,\n",
       " 'listening': 777,\n",
       " 'king': 778,\n",
       " 'facebook': 779,\n",
       " 'bitter': 780,\n",
       " 'community': 781,\n",
       " 'x': 782,\n",
       " 'lady': 783,\n",
       " 'ð\\x9f\\x92\\x94': 784,\n",
       " 'deep': 785,\n",
       " 'feels': 786,\n",
       " 'drunk': 787,\n",
       " 'games': 788,\n",
       " 'expected': 789,\n",
       " 'okay': 790,\n",
       " 'ð\\x9f\\x98': 791,\n",
       " 'lies': 792,\n",
       " 'wednesday': 793,\n",
       " 'working': 794,\n",
       " 'holidays': 795,\n",
       " 'dance': 796,\n",
       " 'won': 797,\n",
       " 'eyes': 798,\n",
       " 'law': 799,\n",
       " 'reading': 800,\n",
       " 'moment': 801,\n",
       " 'motivation': 802,\n",
       " 'coffee': 803,\n",
       " 'couple': 804,\n",
       " 'jo': 805,\n",
       " 'mouth': 806,\n",
       " 'finger': 807,\n",
       " \"y'all\": 808,\n",
       " 'mine': 809,\n",
       " 'stas': 810,\n",
       " 'damn': 811,\n",
       " 'tweets': 812,\n",
       " 'brought': 813,\n",
       " 'surprised': 814,\n",
       " 'beach': 815,\n",
       " 'event': 816,\n",
       " 'movie': 817,\n",
       " 'account': 818,\n",
       " 'different': 819,\n",
       " 'picture': 820,\n",
       " 'turned': 821,\n",
       " 'experience': 822,\n",
       " 'selfish': 823,\n",
       " 'healthy': 824,\n",
       " 'means': 825,\n",
       " 'usual': 826,\n",
       " 'excuse': 827,\n",
       " 'stella': 828,\n",
       " 'stuck': 829,\n",
       " 'woh': 830,\n",
       " 'crime': 831,\n",
       " 'violent': 832,\n",
       " 'laws': 833,\n",
       " 'folks': 834,\n",
       " 'nervous': 835,\n",
       " 'p': 836,\n",
       " 'set': 837,\n",
       " 'russia': 838,\n",
       " 'ð\\x9f\\x98\\x8a': 839,\n",
       " 'spos': 840,\n",
       " 'events': 841,\n",
       " 'agenda': 842,\n",
       " 'daughter': 843,\n",
       " 't': 844,\n",
       " 'blood': 845,\n",
       " 'lying': 846,\n",
       " 'knows': 847,\n",
       " 'etc': 848,\n",
       " 'future': 849,\n",
       " 'million': 850,\n",
       " 'inside': 851,\n",
       " 'xbox': 852,\n",
       " 'heavy': 853,\n",
       " 'choice': 854,\n",
       " 'minutes': 855,\n",
       " 'httâ\\x80¦': 856,\n",
       " 'closed': 857,\n",
       " 'cool': 858,\n",
       " 'loves': 859,\n",
       " 'boyfriend': 860,\n",
       " 'muslims': 861,\n",
       " 'blm': 862,\n",
       " 'bill': 863,\n",
       " 'count': 864,\n",
       " 'anxious': 865,\n",
       " 'maga': 866,\n",
       " \"aren't\": 867,\n",
       " 'disgusted': 868,\n",
       " 'anti': 869,\n",
       " 'wonder': 870,\n",
       " 'unfounately': 871,\n",
       " 'republican': 872,\n",
       " 'naked': 873,\n",
       " 'military': 874,\n",
       " 'hands': 875,\n",
       " \"father's\": 876,\n",
       " 'shoes': 877,\n",
       " 'm': 878,\n",
       " 'heabroken': 879,\n",
       " 'win': 880,\n",
       " 'murder': 881,\n",
       " 'random': 882,\n",
       " 'c': 883,\n",
       " 'culture': 884,\n",
       " 'soul': 885,\n",
       " 'tried': 886,\n",
       " 'hey': 887,\n",
       " 'area': 888,\n",
       " \"she's\": 889,\n",
       " 'obsessed': 890,\n",
       " 'knowing': 891,\n",
       " 'disease': 892,\n",
       " 'sign': 893,\n",
       " 'common': 894,\n",
       " 'piggies': 895,\n",
       " 'nursery': 896,\n",
       " 'rhymes': 897,\n",
       " 'destroy': 898,\n",
       " 'bird': 899,\n",
       " 'apparently': 900,\n",
       " 'whatever': 901,\n",
       " 'signs': 902,\n",
       " 'awful': 903,\n",
       " 'nice': 904,\n",
       " 'broke': 905,\n",
       " 'boycott': 906,\n",
       " 'lo': 907,\n",
       " 'propaganda': 908,\n",
       " 'christina': 909,\n",
       " \"who's\": 910,\n",
       " 'scared': 911,\n",
       " 'facts': 912,\n",
       " 'low': 913,\n",
       " 'mexico': 914,\n",
       " 'fat': 915,\n",
       " 'case': 916,\n",
       " 'lazy': 917,\n",
       " 'pulsenightclub': 918,\n",
       " '100': 919,\n",
       " 'selfies': 920,\n",
       " 'shut': 921,\n",
       " 'quotestags': 922,\n",
       " 'imagine': 923,\n",
       " 'terrorism': 924,\n",
       " 'pretty': 925,\n",
       " 'ð\\x9f\\x98\\x92': 926,\n",
       " 'takes': 927,\n",
       " 'disturbing': 928,\n",
       " 'gaming': 929,\n",
       " 'funeral': 930,\n",
       " 'mother': 931,\n",
       " 'ð\\x9f\\x98\\x82ð\\x9f\\x98\\x82ð\\x9f\\x98\\x82': 932,\n",
       " 'japan': 933,\n",
       " 'film': 934,\n",
       " 'download': 935,\n",
       " 'issue': 936,\n",
       " \"we've\": 937,\n",
       " 'plan': 938,\n",
       " 'didnt': 939,\n",
       " 'congress': 940,\n",
       " 'mexican': 941,\n",
       " 'lately': 942,\n",
       " 'average': 943,\n",
       " 'hâ\\x80¦': 944,\n",
       " 'mentalillness': 945,\n",
       " 'stand': 946,\n",
       " 'ð\\x9f\\x98\\x95': 947,\n",
       " 'blame': 948,\n",
       " 'test': 949,\n",
       " 'note': 950,\n",
       " 'omg': 951,\n",
       " 'victim': 952,\n",
       " 'point': 953,\n",
       " 'religion': 954,\n",
       " 'second': 955,\n",
       " 'nerd': 956,\n",
       " 'cause': 957,\n",
       " 'target': 958,\n",
       " 'illegal': 959,\n",
       " 'e32016': 960,\n",
       " 'tries': 961,\n",
       " 'paid': 962,\n",
       " 'allowed': 963,\n",
       " 'ð\\x9f\\x98\\x8d': 964,\n",
       " 'clinton': 965,\n",
       " 'opinion': 966,\n",
       " 'nation': 967,\n",
       " 'lie': 968,\n",
       " 'street': 969,\n",
       " 'majority': 970,\n",
       " 'attention': 971,\n",
       " 'full': 972,\n",
       " 'excited': 973,\n",
       " 'numb': 974,\n",
       " 'felt': 975,\n",
       " 'own': 976,\n",
       " 'trouble': 977,\n",
       " 'hateful': 978,\n",
       " 'thinks': 979,\n",
       " 'idea': 980,\n",
       " 'sense': 981,\n",
       " 'asian': 982,\n",
       " 'punjab': 983,\n",
       " 'public': 984,\n",
       " 'cnn': 985,\n",
       " 'wife': 986,\n",
       " 'total': 987,\n",
       " 'singing': 988,\n",
       " 'politics': 989,\n",
       " 'snapchat': 990,\n",
       " 'whites': 991,\n",
       " 'texas': 992,\n",
       " 'july': 993,\n",
       " 'turn': 994,\n",
       " 'cream': 995,\n",
       " \"wasn't\": 996,\n",
       " 'humanity': 997,\n",
       " 'outrageous': 998,\n",
       " 'stream': 999,\n",
       " 'ill': 1000,\n",
       " ...}"
      ]
     },
     "execution_count": 130,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "word_index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[33, 3, 572, 7, 3980, 4, 7, 14, 823, 75, 3981, 50, 256, 208, 50, 3982, 482]"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train_sequences = tokenizer.texts_to_sequences(train_sentences)\n",
    "#Let's check the sentence produces by training data\n",
    "train_sequences[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {},
   "outputs": [],
   "source": [
    "# pad sequences to specific lenght \n",
    "# because of LSTM architecture we need to have same seq. length\n",
    "train_padded = pad_sequences(\n",
    "    train_sequences, maxlen=max_length, padding=\"post\", truncating=\"post\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  33,    3,  572,    7, 3980,    4,    7,   14,  823,   75, 3981,\n",
       "         50,  256,  208,   50, 3982,  482,    0,    0,    0,    0,    0,\n",
       "          0,    0,    0,    0,    0,    0,    0,    0,    0,    0,    0,\n",
       "          0,    0,    0,    0,    0,    0,    0,    0,    0,    0,    0,\n",
       "          0,    0,    0,    0,    0,    0,    0,    0,    0,    0,    0,\n",
       "          0,    0,    0,    0,    0,    0,    0,    0,    0,    0,    0,\n",
       "          0,    0,    0,    0,    0,    0,    0,    0,    0,    0,    0,\n",
       "          0,    0,    0,    0,    0,    0,    0,    0,    0,    0,    0,\n",
       "          0,    0,    0,    0,    0,    0,    0,    0,    0,    0,    0,\n",
       "          0])"
      ]
     },
     "execution_count": 133,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train_padded[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [],
   "source": [
    "test_sequences = tokenizer.texts_to_sequences(test_sentences)\n",
    "test_padded = pad_sequences(\n",
    "    test_sequences, maxlen=max_length, padding=\"post\", truncating=\"post\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "when a father is dysfunctional and is so selfish he drags his kids into his dysfunction. run\n",
      "[33, 3, 572, 7, 3980, 4, 7, 14, 823, 75, 3981, 50, 256, 208, 50, 3982, 482]\n"
     ]
    }
   ],
   "source": [
    "print(train.clean_tweets[0])\n",
    "print(train_sequences[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {},
   "outputs": [],
   "source": [
    "#We are going to use embedded layers and LSTM architecture \n",
    "#embedding layer = mapping each word to a vector of a fix sized size with a real value elements\n",
    "import tensorflow as tf\n",
    "from keras.models import Sequential\n",
    "from keras.layers import Embedding, LSTM, Dense, Dropout\n",
    "from keras.initializers import Constant\n",
    "from keras.optimizers import Adam\n",
    "\n",
    "model = tf.keras.Sequential()\n",
    "model.add(tf.keras.layers.Embedding(word_num, 32, input_length=max_length))\n",
    "#model.add(layers.LSTM(128))\n",
    "#model.add(layers.Dense(10))\n",
    "model.add(tf.keras.layers.LSTM(64, dropout=0.1))\n",
    "model.add(tf.keras.layers.Dense(1, activation=\"sigmoid\"))\n",
    "\n",
    "optimizer = Adam(learning_rate=3e-4)\n",
    "\n",
    "model.compile(loss=\"binary_crossentropy\", optimizer=optimizer, metrics=[\"accuracy\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model: \"sequential_8\"\n",
      "_________________________________________________________________\n",
      "Layer (type)                 Output Shape              Param #   \n",
      "=================================================================\n",
      "embedding_6 (Embedding)      (None, 100, 32)           500192    \n",
      "_________________________________________________________________\n",
      "lstm_1 (LSTM)                (None, 64)                24832     \n",
      "_________________________________________________________________\n",
      "dense_1 (Dense)              (None, 1)                 65        \n",
      "=================================================================\n",
      "Total params: 525,089\n",
      "Trainable params: 525,089\n",
      "Non-trainable params: 0\n",
      "_________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "model.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/20\n",
      "119/119 [==============================] - 11s 53ms/step - loss: -25260.4414 - accuracy: 2.3174e-04 - val_loss: -271299.0625 - val_accuracy: 0.0000e+00\n",
      "Epoch 2/20\n",
      "119/119 [==============================] - 6s 48ms/step - loss: -135296.8569 - accuracy: 3.8480e-04 - val_loss: -387244.5625 - val_accuracy: 0.0000e+00\n",
      "Epoch 3/20\n",
      "119/119 [==============================] - 6s 49ms/step - loss: -177757.5138 - accuracy: 5.7894e-05 - val_loss: -470172.9375 - val_accuracy: 0.0000e+00\n",
      "Epoch 4/20\n",
      "119/119 [==============================] - 6s 51ms/step - loss: -212212.2729 - accuracy: 3.9444e-04 - val_loss: -545771.8750 - val_accuracy: 0.0000e+00\n",
      "Epoch 5/20\n",
      "119/119 [==============================] - 6s 48ms/step - loss: -245807.1163 - accuracy: 3.9444e-04 - val_loss: -617645.2500 - val_accuracy: 0.0000e+00\n",
      "Epoch 6/20\n",
      "119/119 [==============================] - 6s 50ms/step - loss: -277938.0115 - accuracy: 1.1166e-04 - val_loss: -687576.8750 - val_accuracy: 0.0000e+00\n",
      "Epoch 7/20\n",
      "119/119 [==============================] - 6s 52ms/step - loss: -313220.7104 - accuracy: 7.4611e-05 - val_loss: -756314.1875 - val_accuracy: 0.0000e+00\n",
      "Epoch 8/20\n",
      "119/119 [==============================] - 6s 50ms/step - loss: -340013.9169 - accuracy: 1.5097e-04 - val_loss: -824944.6875 - val_accuracy: 0.0000e+00\n",
      "Epoch 9/20\n",
      "119/119 [==============================] - 6s 47ms/step - loss: -369681.5232 - accuracy: 8.5566e-04 - val_loss: -892647.6875 - val_accuracy: 0.0000e+00\n",
      "Epoch 10/20\n",
      "119/119 [==============================] - 6s 49ms/step - loss: -398080.0214 - accuracy: 8.9411e-05 - val_loss: -959862.1875 - val_accuracy: 0.0000e+00\n",
      "Epoch 11/20\n",
      "119/119 [==============================] - 6s 48ms/step - loss: -430464.2891 - accuracy: 1.1166e-04 - val_loss: -1026490.2500 - val_accuracy: 0.0000e+00\n",
      "Epoch 12/20\n",
      "119/119 [==============================] - 6s 50ms/step - loss: -460666.4044 - accuracy: 3.0403e-04 - val_loss: -1093402.5000 - val_accuracy: 0.0000e+00\n",
      "Epoch 13/20\n",
      "119/119 [==============================] - 6s 48ms/step - loss: -488005.1799 - accuracy: 3.0403e-04 - val_loss: -1160274.7500 - val_accuracy: 0.0000e+00\n",
      "Epoch 14/20\n",
      "119/119 [==============================] - 6s 50ms/step - loss: -512428.1745 - accuracy: 6.1177e-04 - val_loss: -1226648.7500 - val_accuracy: 0.0000e+00\n",
      "Epoch 15/20\n",
      "119/119 [==============================] - 6s 52ms/step - loss: -546740.4693 - accuracy: 4.0446e-04 - val_loss: -1292924.2500 - val_accuracy: 0.0000e+00\n",
      "Epoch 16/20\n",
      "119/119 [==============================] - 6s 52ms/step - loss: -574729.6682 - accuracy: 6.8919e-05 - val_loss: -1359517.3750 - val_accuracy: 0.0000e+00\n",
      "Epoch 17/20\n",
      "119/119 [==============================] - 6s 51ms/step - loss: -606919.8849 - accuracy: 3.5784e-04 - val_loss: -1425434.3750 - val_accuracy: 0.0000e+00\n",
      "Epoch 18/20\n",
      "119/119 [==============================] - 6s 49ms/step - loss: -638706.1167 - accuracy: 5.5209e-05 - val_loss: -1491096.5000 - val_accuracy: 0.0000e+00\n",
      "Epoch 19/20\n",
      "119/119 [==============================] - 6s 50ms/step - loss: -662854.1984 - accuracy: 1.0510e-04 - val_loss: -1557088.2500 - val_accuracy: 0.0000e+00\n",
      "Epoch 20/20\n",
      "119/119 [==============================] - 6s 52ms/step - loss: -705523.6635 - accuracy: 2.3705e-04 - val_loss: -1623101.6250 - val_accuracy: 0.0000e+00\n"
     ]
    }
   ],
   "source": [
    "history = model.fit(\n",
    "    train_padded, train_labels, epochs=20, validation_data=(test_padded, test_labels),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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