main.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "External Libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from collections import deque\n",
    "import numpy as np\n",
    "import tweepy\n",
    "import json\n",
    "import pandas as pd\n",
    "from tweepy import Stream\n",
    "from tweepy import OAuthHandler\n",
    "from tweepy.streaming import StreamListener\n",
    "import time\n",
    "from collections import deque\n",
    "import random"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Created Packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import CentroidUtils as cf\n",
    "import FeaturesSelectorNew as fs\n",
    "import TextPreprocessor as tp\n",
    "import ImpliedPreprocessor as ip"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Global Variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "corpus=[]\n",
    "ner_corpus=[]\n",
    "list_of_tweetobjects=[]\n",
    "list_of_active_centroids=[]\n",
    "queue_of_current_centroids = deque()\n",
    "final_topics=[]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df2 = pd.read_csv(\"test.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Intialisation phase"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "list_of_intial_tweets = df2[\"text\"][1:10]\n",
    "for tweet in list_of_intial_tweets:\n",
    "    tweet = tp.clean(tweet)\n",
    "    tweet = ip.imply_preprocess(tweet)\n",
    "    #print(tweet)\n",
    "    corpus.append(tweet)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "ner_corpus,corpus=fs.initialisation(list_of_intial_tweets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "def descend(timer):\n",
    "    final_topics=[]\n",
    "    stored_timelimit = timer\n",
    "    while(timer):\n",
    "        descend_centroids = queue_of_current_centroids.popleft()\n",
    "        #print(descend_centroids.cluster_label)\n",
    "        list_of_tweetobject = descend_centroids.buffer    #change\n",
    "        dynamic_similarity_measure=10**(descend_centroids.height)*0.002\n",
    "        dynamic_buffer_count=(0.125)**(descend_centroids.height)*5\n",
    "        print(\"dynamic_similarity_measure\",dynamic_similarity_measure)\n",
    "        print(\"dynamic_buffer_count\",dynamic_buffer_count)\n",
    "        list_of_active_centroid = cf.give_list_of_active_clusters(list_of_tweetobject,dynamic_similarity_measure,dynamic_buffer_count)\n",
    "        if(len(list_of_active_centroid)==0):\n",
    "            #descend_centroids.buffer.clear()\n",
    "            if descend_centroids.childArray :\n",
    "                [queue_of_current_centroids.append(i) for i in descend_centroids.childArray]\n",
    "            else :\n",
    "                final_topics.append(descend_centroids)\n",
    "        else:\n",
    "            descend_centroids.buffer.clear()\n",
    "            #print(len(list_of_active_centroids))\n",
    "            children_of_descend_centroids = descend_centroids.childArray\n",
    "            if children_of_descend_centroids :\n",
    "                for new_child in list_of_active_centroid:\n",
    "                    max_similarity = -1\n",
    "                    most_similar_old_child =None\n",
    "                    for old_child in children_of_descend_centroids:\n",
    "                        current_similarity = cf.similarityBetweenCentroids(old_child,new_child)\n",
    "                        if(current_similarity>max_similarity):\n",
    "                            max_similarity = current_similarity\n",
    "                            most_similar_old_child = old_child\n",
    "                    if most_similar_old_child not in None : \n",
    "                        if(max_similarity>0.5):\n",
    "                            cf.mergeClusters(most_similar_old_child,new_child,descend_centroids)\n",
    "                        else:\n",
    "                            cf.addChildCluster(descend_centroids,new_child)\n",
    "                            queue_of_current_centroids.append(child_centroid)\n",
    "                    else :\n",
    "                        cf.addChildCluster(descend_centroids,new_child) \n",
    "                        queue_of_current_centroids.append(child_centroid)\n",
    "            else :\n",
    "                for child_centroid in list_of_active_centroid:\n",
    "                    cf.addChildCluster(descend_centroids,child_centroid)\n",
    "                    queue_of_current_centroids.append(child_centroid)\n",
    "        timer=timer-1\n",
    "        #theta - deffering \n",
    "        #cf.bufferpruning()\n",
    "        \n",
    "        \n",
    "    print(\"No of Topics Detected : \" , len(final_topics) + len(queue_of_current_centroids))\n",
    "    #print(\"--------------------------------------------\")\n",
    "    cf.giveDetails(final_topics)\n",
    "    cf.giveDetails(queue_of_current_centroids)\n",
    "   # print(\"--------------------------------------------\")\n",
    "    print(\"without descending\")\n",
    "    print(len(list_of_active_centroids))\n",
    "    cf.giveDetails(list_of_active_centroids)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Execution"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 1 ---------------------------------------\n",
      "Tweet::::::: RT @kilmeade: #VPDebate wow this is a huge leap @timkaine links trump taxes to 911? @realDonaldTrump ..Sorus, buffet  all had big losses an…\n",
      "keywords::::::: ['buffet loss', 'link trump', 'trump tax', 'tax Sorus', 'Sorus buffet']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 2 ---------------------------------------\n",
      "Tweet::::::: RT @benensonj: Pence just lied through his teeth when he denied Trump said more countries should get nukes!\n",
      "keywords::::::: ['country nuke', 'said country', 'teeth denied', 'denied Trump', 'Trump said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 3 ---------------------------------------\n",
      "Tweet::::::: RT @chrislhayes: This is hilarious. Mike Pence shaking his head as Tim Kaine lists Donald Trump insults as if it's all made up or that Kain…\n",
      "keywords::::::: ['shaking head', 'head Kaine', 'Kaine list', 'list Donald', 'Donald Trump', 'Mike', 'Pence', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 4 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 5 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Is Pence freelancing on Syrian \"safe zones\" or is this a Trump policy we haven't heard about? #VPdebate\n",
      "keywords::::::: ['havent heard', 'policy havent', 'safe zone', 'zone Trump', 'Trump policy', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 6 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Yes, Trump and Pence are running an insult-driven campaign.\n",
      "\n",
      "Donald's literally doing it right now. #VPDebate\n",
      "https://t…\n",
      "keywords::::::: ['literally right', 'insultdriven campaign', 'campaign Donalds', 'Donalds literally', 'running insultdriven', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 7 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: Mike Pence failing to explain how dangerous, irrational Trump keeps anyone safer. GOP experts say he cannot be trusted wi…\n",
      "keywords::::::: ['safer eerts', 'eerts can', 'can not', 'not trusted', 'dangerous irrational', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 8 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Kaine gets in a dig about Manafort, Trump's businesses and his taxes in one riff. He's literally cramming in attack lines a…\n",
      "keywords::::::: ['attack line', 'cramming attack', 'literally cramming', 'riff literally', 'line', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 9 ---------------------------------------\n",
      "Tweet::::::: RT @DavidAFrench: I would feel sorry for Pence as he has to defend Trump on foreign policy, but this is the path he chose.\n",
      "keywords::::::: ['path chose', 'policy path', 'foreign policy', 'feel sorry', 'sorry Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 10 ---------------------------------------\n",
      "Tweet::::::: RT @fmanjoo: Pence has a good defense: “Those things you’re saying Trump has said are crazy! No one believes anyone would say such crazy th…\n",
      "keywords::::::: ['crazy belief', 'belief anyone', 'anyone would', 'would crazy', 'said crazy', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 11 ---------------------------------------\n",
      "Tweet::::::: RT @TeaPartyCat: Mike Pence: \"America needs to exercise strong leadership in Syria, which Trump will do with some really harsh 3:00AM tweet…\n",
      "keywords::::::: ['really harsh', 'harsh 00AM', '00AM tweet…', 'strong leadership', 'leadership Syria', 'Mike', 'Pence', 'America', 'Syria', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 12 ---------------------------------------\n",
      "Tweet::::::: RT @TheChristianLft: Pence keeps pleading with Kaine to stop telling the truth. Does Pence forget all the things Trump says are on video or…\n",
      "keywords::::::: ['forget thing', 'thing Trump', 'Trump say', 'say video', 'telling truth', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 13 ---------------------------------------\n",
      "Tweet::::::: RT @jonward11: Pence: Trump \"never said\" more nations should get nuclear weapons. \n",
      "\n",
      "But he did say that: https://t.co/9tVOOOX4q0\n",
      "keywords::::::: ['nuclear weapon', 'nation nuclear', 'said nation', 'weapon', 'Pence Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 14 ---------------------------------------\n",
      "Tweet::::::: RT @Bro_Pair: Pence just lied; ICE cannot endorse candidates because it's a fucking federal agency https://t.co/MThMdKXclL\n",
      "keywords::::::: ['federal agency', 'fucking federal', 'candidate fucking', 'endorse candidate', 'agency']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 15 ---------------------------------------\n",
      "Tweet::::::: RT @pharmasean: Every time Trump talks about his policy on anything I’m reminded of this scene https://t.co/EtotcoFEiO\n",
      "keywords::::::: ['reminded scene', 'talk policy', 'policy anything', 'anything reminded', 'scene', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 16 ---------------------------------------\n",
      "Tweet::::::: RT @jpodhoretz: Kind of amazing that Pence keeps saying Trump didn't say things he said. The magical thinking is strong in this ticket.\n",
      "keywords::::::: ['strong ticket', 'thinking strong', 'magical thinking', 'said magical', 'thing said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 17 ---------------------------------------\n",
      "Tweet::::::: RT @ThePlumLineGS: Kaine working hard to get these out there:\n",
      "\n",
      "1) Trump insults of Mexicans/women/Obama\n",
      "\n",
      "2) Trump deportation plan\n",
      "\n",
      "2) Trum…\n",
      "keywords::::::: ['deportation plan', 'plan Trum…', 'working hard', 'hard Trump', 'Trump insult', 'Kaine', 'Trump', 'MexicanswomenObama', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 18 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence shakes his head in incredulity every time Kaine quotes things that Trump has said\n",
      "keywords::::::: ['quote thing', 'thing Trump', 'Trump said', 'head incredulity', 'incredulity every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 19 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence: a divisive, anti-woman, anti-LGBT, anti-worker extremist. \n",
      "\n",
      "No wonder Trump picked him. #VPDebate https://t…\n",
      "keywords::::::: ['extremist wonder', 'wonder Trump', 'Trump picked', 'antiworker extremist', 'divisive antiwoman', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 20 ---------------------------------------\n",
      "Tweet::::::: RT @nprpolitics: #FactCheck Trump’s plan calls for repealing Obamacare &amp; replacing it with health savings accounts. https://t.co/21oQ28Rql8…\n",
      "keywords::::::: ['saving account', 'health saving', 'replacing health', 'account', 'Trump ’', 'Trump', 'Obamacare']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 21 ---------------------------------------\n",
      "Tweet::::::: @JonahNRO because Trump has said everything and nothing about everything.  He is James Joyce without the vocabulary.\n",
      "keywords::::::: ['vocabulary', 'Trump said', 'said everything', 'everything nothing', 'nothing everything', 'Trump', 'James', 'Joyce']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 22 ---------------------------------------\n",
      "Tweet::::::: @realDonaldTrump @timkaine @GOP you didn't pay a dime for the defense trump, leave those of us  who pays fed taxes to talk about that\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['trump leave', 'leave pay', 'pay tax', 'tax talk', 'defense trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 23 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 24 ---------------------------------------\n",
      "Tweet::::::: RT @TerryGlavin: 1. Pence cleaned the floor with Kaine on Syria. Until his last line about how Trump's the one to face Putin. Comical. #VPD…\n",
      "keywords::::::: ['cleaned floor', 'floor Kaine', 'Kaine Syria', 'Syria last', 'last line', 'Kaine', 'Syria', 'Putin', 'Comical']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 25 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 26 ---------------------------------------\n",
      "Tweet::::::: RT @J_L1212: Apparently Trump hasn't said anything he's actually said. #VPDebate\n",
      "keywords::::::: ['actually said', 'actually', 'Apparently Trump', 'Trump hasnt', 'hasnt said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 27 ---------------------------------------\n",
      "Tweet::::::: Well how many millions has *Trump* sent overseas #VPDebate\n",
      "keywords::::::: ['sent overseas', 'overseas', 'Well many', 'many million', 'million Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 28 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence shakes his head in incredulity every time Kaine quotes things that Trump has said\n",
      "keywords::::::: ['quote thing', 'thing Trump', 'Trump said', 'head incredulity', 'incredulity every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 29 ---------------------------------------\n",
      "Tweet::::::: RT @katiecouric: I cannot believe that Governor Pence would defend the insult-driven campaign that Donald Trump has run - @timkaine  #vpdeb…\n",
      "keywords::::::: ['insultdriven campaign', 'campaign Donald', 'Donald Trump', 'defend insultdriven', 'Trump', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 30 ---------------------------------------\n",
      "Tweet::::::: RT @VictoriaAveyard: Pence: We need to show strength against Russia.\n",
      "Trump:\n",
      "#VPDebate https://t.co/1CtGbyV1U6\n",
      "keywords::::::: ['Trump', 'Pence need', 'need show', 'show strength', 'strength Russia', 'Russia', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 31 ---------------------------------------\n",
      "Tweet::::::: RT @MichaelSkolnik: Pence keeps saying, “I’ll happily defend Trump…” Yet he keeps pivots and never does. #VPDebate\n",
      "keywords::::::: ['happily defend', 'defend Trump…', 'Trump… ”', '” keep', 'keep pivot']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 32 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 33 ---------------------------------------\n",
      "Tweet::::::: RT @richardhine: Kaine: Hillary has spent her life focused on empowering families and kids. Trump, not so much #VPDebate\n",
      "keywords::::::: ['empowering family', 'family kid', 'kid Trump', 'Trump much', 'focused empowering', 'Kaine', 'Hillary', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 34 ---------------------------------------\n",
      "Tweet::::::: RT @gopquay: If we played a drinking game on how many times Kaine mentioned Donald Trump or his taxes, we'd all have alcohol poisoning #VPD…\n",
      "keywords::::::: ['alcohol poisoning', 'drinking game', 'game many', 'many time', 'time Kaine', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 35 ---------------------------------------\n",
      "Tweet::::::: RT @secupp: So, @timkaine's message to the children of Aleppo is, Trump didn't pay his taxes. #VPDebate\n",
      "keywords::::::: ['message child', 'child Aleppo', 'Aleppo Trump', 'Trump didnt', 'didnt tax', 'Aleppo', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 36 ---------------------------------------\n",
      "Tweet::::::: Pence truly is Trump's running mate! He's very good at staring into a camera while lying to the American public. #VPDebate\n",
      "keywords::::::: ['camera lying', 'lying American', 'American public', 'staring camera', 'good staring']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 37 ---------------------------------------\n",
      "Tweet::::::: RT @jeremyscahill: Every time Pence denies something everyone knows is true about Trump, I think of this... https://t.co/PGRNN95NCv\n",
      "keywords::::::: ['know true', 'true Trump', 'Trump think', 'think', 'Every time', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 38 ---------------------------------------\n",
      "Tweet::::::: All Kaine has to do is link Pence to Trump. Low bar to clear. Pence has to stand alone and distance himself to appeal to the moderate base.\n",
      "keywords::::::: ['moderate base', 'appeal moderate', 'distance appeal', 'base', 'Kaine link', 'Kaine', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 39 ---------------------------------------\n",
      "Tweet::::::: RT @NerdyWonka: Mike Pence: \"Donald Trump has built an extraordinary business through good times and bad times.\"\n",
      "\n",
      "*Ahem* He lost $1B.\n",
      "\n",
      "#VPD…\n",
      "keywords::::::: ['time time', 'time Ahem', 'Ahem lost', 'good time', 'business good', 'Mike', 'Pence', 'Donald', 'Trump', 'Ahem']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 40 ---------------------------------------\n",
      "Tweet::::::: RT @NBCNightlyNews: In May, Trump suggested could support SKorea, Japan, Saudi Arabia arming themselves with nuclear weapons. https://t.co/…\n",
      "keywords::::::: ['nuclear weapon', 'arming nuclear', 'weapon', 'Trump suggested', 'suggested could', 'Trump', 'Japan', 'Saudi', 'Arabia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 41 ---------------------------------------\n",
      "Tweet::::::: RT @MariaTCardona: Mike Pence now reduced to Trump's fantasy land of denying things that Trump has actually said. Kaine on offense on all o…\n",
      "keywords::::::: ['actually said', 'said Kaine', 'Kaine offense', 'denying thing', 'thing Trump', 'Mike', 'Pence', 'Trump', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 42 ---------------------------------------\n",
      "Tweet::::::: RT @NickKristof: Before he was Trump's running mate, Pence was more definitive. https://t.co/LgB6yq90oP\n",
      "keywords::::::: ['running mate', 'mate Pence', 'Pence definitive', 'definitive', 'Trumps running']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 43 ---------------------------------------\n",
      "Tweet::::::: @Essence Kaine coming through with Trump's exact words &amp; killing his rebuttals/points\n",
      "keywords::::::: ['killing rebuttalspoints', 'word killing', 'exact word', 'rebuttalspoints', 'Kaine coming', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 44 ---------------------------------------\n",
      "Tweet::::::: RT @jbarro: I think Pence stepped in a big trap saying Trump used the tax code \"just the way you're supposed to,\" based on a piece I'll hav…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['based piece', 'piece hav…', 'supposed based', 'youre supposed', 'code youre', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 45 ---------------------------------------\n",
      "Tweet::::::: RT @literally_trump: Donald Trump said Putin is a better leader than President Obama. And his running mate agrees. https://t.co/kRD9vG1Wq0\n",
      "keywords::::::: ['mate agrees', 'running mate', 'better leader', 'leader President', 'President Obama', 'Donald', 'Trump', 'Putin', 'Obama']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 46 ---------------------------------------\n",
      "Tweet::::::: @neeratanden @JenGranholm Do they keep Pence in a soundproof room so he doesn't hear what Trump actually says? Or Pence just not listening?\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 204.23126105920235\n",
      "topic is: ['said', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 321.55630911915733\n",
      "topic is: ['lied', 'can', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 12.656310356310355\n",
      "topic is: ['defend', 'never', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 7.171628371628371\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 122.80868020868023\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 160.32245303715894\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 26.979559647438908\n",
      "Global measure for similarity among clusters :  122.24660025708236\n",
      "start proccessing after how many seconds ??? 4\n",
      "*******************************Analysis*****************************************\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "No of Topics Detected :  7\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 122.80868020868023\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 160.32245303715894\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 26.979559647438908\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 204.23126105920235\n",
      "topic is: ['shaking head', 'Donald Trump', 'Mike', 'Pence', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 321.55630911915733\n",
      "topic is: ['Trump']\n",
      "--------------------------\n",
      "cluster_value 12.656310356310355\n",
      "topic is: ['Trump']\n",
      "--------------------------\n",
      "cluster_value 7.171628371628371\n",
      "Global measure for similarity among clusters :  122.24660025708235\n",
      "without descending\n",
      "7\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['said', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['lied', 'can', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['defend', 'never', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 122.80868020868023\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 160.32245303715894\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 26.979559647438908\n",
      "Global measure for similarity among clusters :  44.301527556182585\n",
      "********************************************************************************\n",
      "--------------Tweet count # 46 ---------------------------------------\n",
      "Tweet::::::: Pence acts like he doesn't know Trump - that is the only way he can tell all of these lies.\n",
      "keywords::::::: ['doesnt know', 'know Trump', 'Trump tell', 'tell lie', 'like doesnt', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 47 ---------------------------------------\n",
      "Tweet::::::: RT @deeathomedee: #VPDebate this #moderator is all about attaching Trump! Where is the #ClintonFoundation question!\n",
      "keywords::::::: ['question', 'attaching Trump', 'Trump question', 'Trump', 'attaching', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 48 ---------------------------------------\n",
      "Tweet::::::: RT @thenateralph: If you believe the Clinton campaign is more insult driven than the Trump campaign, you probably graduated from Trump Univ…\n",
      "keywords::::::: ['probably graduated', 'graduated Trump', 'Trump Univ…', 'campaign probably', 'insult driven', 'Clinton', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 49 ---------------------------------------\n",
      "Tweet::::::: RT @MoDemParty: Trump's foreign policy decisions could be based on personal $$$ interests. We have to see his tax returns. https://t.co/ZVK…\n",
      "keywords::::::: ['based personal', 'personal interest', 'interest return', 'policy decision', 'decision could']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 50 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #Deplorable! After 9/11, sicko Trump bragged he now had the tallest building in lower Manhattan #VPDebate https://t.co/pL…\n",
      "keywords::::::: ['building lower', 'lower Manhattan', 'tallest building', 'bragged tallest', 'Manhattan', 'Trump', 'Manhattan']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 51 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: HOW MANY TIMES CAN MIKE PENCE LIE THAT TRUMP DIDN'T SAY THINGS HE LITERALLY SAID BEFORE A BLACK HOLE OPENS UP AND GRAVITY FA…\n",
      "keywords::::::: ['MIKE', 'PENCE', 'TRUMP', 'DIDNT', 'THINGS', 'MIKE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 52 ---------------------------------------\n",
      "Tweet::::::: RT @summerofsoaps: It's like Mike Pence hasn't watched listened to anything Trump has said on Russia. The lies are so thick. #VPDebate\n",
      "keywords::::::: ['watched listened', 'listened anything', 'anything Trump', 'Trump said', 'said Russia', 'Mike', 'Pence', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 53 ---------------------------------------\n",
      "Tweet::::::: This debate is like when some1 (Trump) says something shitty and u call them out on it but they go and say \"hey now that's not what I said\"\n",
      "keywords::::::: ['thats said', 'like some1', 'some1 Trump', 'Trump say', 'say something', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 54 ---------------------------------------\n",
      "Tweet::::::: Did Tim Kaine just go from talking about Russia to talking about Trump's taxes? What are you saying???\n",
      "keywords::::::: ['saying', 'Kaine talking', 'talking Russia', 'Russia talking', 'talking Trumps', 'Kaine', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 55 ---------------------------------------\n",
      "Tweet::::::: RT @emmyrossum: #ImWithHer      Pence and Trump deserve each other, they are both LIARS. And the American people deserve better. #VPDebate…\n",
      "keywords::::::: ['deserve better', 'people deserve', 'better', 'Pence Trump', 'Trump deserve', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 56 ---------------------------------------\n",
      "Tweet::::::: RT @shafiqhamdam: “How can you (Donald Trump) support the troops if you won’t pay taxes?” —Tim #VPDebate\n",
      "keywords::::::: ['troop won', 'won ’', '’ t', 't taxes', 'taxes ”', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 57 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 58 ---------------------------------------\n",
      "Tweet::::::: To Trump staffers: His caps lock is stuck, and you need to tell him all caps does not make lies true. https://t.co/bU3YyILWkC\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['need tell', 'tell cap', 'cap make', 'make lie', 'lie true', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 59 ---------------------------------------\n",
      "Tweet::::::: @timkaine Keep the info coming abt Trump Russian connection. Trump not knowing Russians invaded Ukraine &amp; seized Crimea. #VPDebate\n",
      "keywords::::::: ['info coming', 'coming Trump', 'Trump Russian', 'Russian connection', 'connection Trump', 'Trump', 'Trump', 'Ukraine', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 60 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 61 ---------------------------------------\n",
      "Tweet::::::: RT @brianstelter: Context for this: @MegynKelly quipped that Trump is \"surrounded by his team,\" controlling his tweets, \"like, Kellyanne's…\n",
      "keywords::::::: ['tweet like', 'like Kellyannes…', 'controlling tweet', 'team controlling', 'surrounded team', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 62 ---------------------------------------\n",
      "Tweet::::::: RT @HeidiL_RN: Pence just saved Trump from his lousy debate performance. watch and learn Donald. #VPDebate\n",
      "keywords::::::: ['watch learn', 'learn Donald', 'performance watch', 'debate performance', 'lousy debate', 'Trump', 'Donald']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 63 ---------------------------------------\n",
      "Tweet::::::: RT @jerome_corsi: KAINE making fool of himself -INTERRUPTS, REHEARSED BLAH BLAH - goes to edge of cliff and jumps off, over &amp; over. MALIGNE…\n",
      "keywords::::::: ['cliff jump', 'jump MALIGNE…', 'edge cliff', 'making fool', 'fool INTERRUPTS', 'KAINE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 64 ---------------------------------------\n",
      "Tweet::::::: RT @jerome_corsi: KAINE making fool of himself -INTERRUPTS, REHEARSED BLAH BLAH - goes to edge of cliff and jumps off, over &amp; over. MALIGNE…\n",
      "keywords::::::: ['cliff jump', 'jump MALIGNE…', 'edge cliff', 'making fool', 'fool INTERRUPTS', 'KAINE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 65 ---------------------------------------\n",
      "Tweet::::::: @eclecticbrotha  You can see Pence squirming when he knows Trump is indefensible. Foreign policy forced on HRC by GWB administration.\n",
      "keywords::::::: ['forced administration', 'policy forced', 'squirming know', 'know Trump', 'Trump indefensible', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 66 ---------------------------------------\n",
      "Tweet::::::: such a disgrace for @mike_pence to deny things that Trump has said when it is on video  #vpdebate\n",
      "keywords::::::: ['said video', 'deny thing', 'thing Trump', 'Trump said', 'disgrace deny', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 67 ---------------------------------------\n",
      "Tweet::::::: Once again, Trump would be destroyed in a talk with Putin. #VPDebate\n",
      "keywords::::::: ['destroyed talk', 'talk Putin', 'Putin', 'Trump would', 'would destroyed', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 68 ---------------------------------------\n",
      "Tweet::::::: RT @NBCNews: Pence has defended Trump's praise of Putin https://t.co/jitbGVTm6r #VPDebate #Decision2016 https://t.co/MD3st3iBA5\n",
      "keywords::::::: ['Putin', 'Pence defended', 'defended Trumps', 'Trumps praise', 'praise Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 69 ---------------------------------------\n",
      "Tweet::::::: The only thing Tim Kaine has done all night is insult Trump and Pence and then cut Pence off as he tries to answer with reasonable responses\n",
      "keywords::::::: ['reasonable response', 'answer reasonable', 'night insult', 'insult Trump', 'Trump Pence', 'Kaine', 'Trump', 'Pence', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 70 ---------------------------------------\n",
      "Tweet::::::: RT @JuddLegum: Dear Mike Pence:\n",
      "\n",
      "I've created this post with video of Trump saying terrifying about nuclear weapons.\n",
      "\n",
      "Enjoy!  \n",
      "\n",
      "https://t.c…\n",
      "keywords::::::: ['nuclear weapon', 'weapon Enjoy', 'terrifying nuclear', 'saying terrifying', 'post video', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 71 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 72 ---------------------------------------\n",
      "Tweet::::::: RT @TheBriefing2016: Mike Pence denied that Donald Trump would put a ban on Muslims. \n",
      "\n",
      "It's still on their website. https://t.co/WKJcZLvPrQ…\n",
      "keywords::::::: ['website', 'Mike Pence', 'Pence denied', 'denied Donald', 'Donald Trump', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 73 ---------------------------------------\n",
      "Tweet::::::: RT @UltraViolet: Trump thinks he's \"great for women\" but this is one of the most anti-woman tickets in history. https://t.co/69r3jZajKp\n",
      "keywords::::::: ['ticket history', 'antiwoman ticket', 'woman antiwoman', 'great woman', 'think great', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 74 ---------------------------------------\n",
      "Tweet::::::: @mtracey Hillary ran against any Iran anti-nuke deal in 2008. Trump is only 2016 candidate that wants to continue peace deals with Iran.\n",
      "keywords::::::: ['peace deal', 'deal Iran', 'continue peace', 'want continue', 'candidate want', 'Hillary', 'Iran', 'Trump', 'Iran']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 75 ---------------------------------------\n",
      "Tweet::::::: RT @GeorgeTakei: Pence is left arguing that Trump did not say what everyone of course heard him say. He can't fix this mess.\n",
      "keywords::::::: ['course heard', 'heard cant', 'cant mess', 'left arguing', 'arguing Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 76 ---------------------------------------\n",
      "Tweet::::::: #VPDebate be like \n",
      "\"Okay let's talk about the economy\"\n",
      "Pence: \"back to Hilary's emails\"\n",
      "Kaiden: \"I wanna talk about trump's tax returns\"\n",
      "keywords::::::: ['trump return', 'talk trump', 'talk economy', 'economy Pence', 'Pence back', 'Kaiden']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 77 ---------------------------------------\n",
      "Tweet::::::: Tim Kaine brings up Trump's taxes when Russia is the current topic. Why? how does that make sense? Is Tim Kaine seriously this dumb?\n",
      "keywords::::::: ['seriously dumb', 'make sense', 'sense Kaine', 'Kaine seriously', 'topic make', 'Kaine', 'Russia', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 78 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Pence seems to almost be running with someone other than Donald Trump. https://t.co/KxhXztrH7V\n",
      "keywords::::::: ['Trump', 'Pence seems', 'seems almost', 'almost running', 'running someone', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 79 ---------------------------------------\n",
      "Tweet::::::: I hope the public realized kaine Is telling the truth about trump whwn it comes to Russia and nuclear weapons\n",
      "keywords::::::: ['nuclear weapon', 'whwn come', 'come Russia', 'Russia nuclear', 'trump whwn', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 80 ---------------------------------------\n",
      "Tweet::::::: The clock is still ticking, but has time run out for #Trump?\n",
      "https://t.co/hLgdYkqm7t\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['ticking time', 'time', 'clock still', 'still ticking', 'ticking']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 81 ---------------------------------------\n",
      "Tweet::::::: @MorrowKatharine presidents like trump keep immigrants and hard working families from getting to what second generation kids like me have.\n",
      "keywords::::::: ['second generation', 'generation kid', 'kid like', 'getting second', 'family getting']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 82 ---------------------------------------\n",
      "Tweet::::::: RT @KevinMKruse: \"I'm very happy to defend Donald Trump,\" says the man who has just spent 67 minutes finding every way possible to avoid do…\n",
      "keywords::::::: ['possible avoid', 'minute finding', 'finding every', 'every possible', 'spent minute', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 83 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Yes, Trump and Pence are running an insult-driven campaign.\n",
      "\n",
      "Donald's literally doing it right now. #VPDebate\n",
      "https://t…\n",
      "keywords::::::: ['literally right', 'insultdriven campaign', 'campaign Donalds', 'Donalds literally', 'running insultdriven', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 84 ---------------------------------------\n",
      "Tweet::::::: RT @Alyssa_Milano: His own words. And now that he's Trump's running mate he's changed his tune. #VPDebate  https://t.co/vk1XttN3rk\n",
      "keywords::::::: ['changed tune', 'mate changed', 'running mate', 'tune', 'word Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 85 ---------------------------------------\n",
      "Tweet::::::: RT @cristela9: Insult-driven campaign? The Clinton ads are just playing sound bytes from things Trump has actually said and they're not nic…\n",
      "keywords::::::: ['said theyre', 'theyre nic…', 'actually said', 'byte thing', 'thing Trump', 'Clinton', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 86 ---------------------------------------\n",
      "Tweet::::::: RT @kilmeade: #VPDebate wow this is a huge leap @timkaine links trump taxes to 911? @realDonaldTrump ..Sorus, buffet  all had big losses an…\n",
      "keywords::::::: ['buffet loss', 'link trump', 'trump tax', 'tax Sorus', 'Sorus buffet']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 87 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 88 ---------------------------------------\n",
      "Tweet::::::: Kaine: Trump's campaign is built on bullying &amp; name-calling.\n",
      "Pence: Nu uh.\n",
      "*Meanwhile* #VPDebate https://t.co/6pGckoqh8z\n",
      "keywords::::::: ['bullying namecalling', 'namecalling Pence', 'Pence Meanwhile', 'built bullying', 'campaign built', 'Kaine', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 89 ---------------------------------------\n",
      "Tweet::::::: RT @BillKristol: Pence's foreign policy is fine. Too bad it isn't Trump's.\n",
      "keywords::::::: ['fine isnt', 'isnt Trumps', 'policy fine', 'foreign policy', 'Trumps', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 90 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 91 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 92 ---------------------------------------\n",
      "Tweet::::::: RT @TonyFratto: The funniest parts of both Trump and Pence are when they flat-out deny actual Trump quotes.  #VPDebate\n",
      "keywords::::::: ['deny actual', 'actual Trump', 'Trump quote', 'flatout deny', 'quote', 'Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 93 ---------------------------------------\n",
      "Tweet::::::: @MadamImAtom harambe died because trump didn't pay his taxes\n",
      "keywords::::::: ['trump didnt', 'didnt tax', 'died trump', 'harambe died', 'didnt']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 94 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Pence seems to almost be running with someone other than Donald Trump. https://t.co/KxhXztrH7V\n",
      "keywords::::::: ['Trump', 'Pence seems', 'seems almost', 'almost running', 'running someone', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 95 ---------------------------------------\n",
      "Tweet::::::: RT @ABCPolitics: .@realDonaldTrump praises his \"comeback\" in early 90s: \"I'm a fighter, and I'm now going to fight for you.\" https://t.co/m…\n",
      "keywords::::::: ['going fight', 'fighter going', 'early fighter', 'comeback early', 'praise comeback']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 96 ---------------------------------------\n",
      "Tweet::::::: RT @SopanDeb: This is the Crimea exchange Kaine just referenced with Trump and @ThisWeekABC on 7-31-16: https://t.co/hhq8Qm0e8R\n",
      "keywords::::::: ['Trump', '3116', 'Crimea exchange', 'exchange Kaine', 'Kaine referenced', 'Crimea', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 97 ---------------------------------------\n",
      "Tweet::::::: RT @NBCNews: Pence has defended Trump's praise of Putin https://t.co/jitbGVTm6r #VPDebate #Decision2016 https://t.co/MD3st3iBA5\n",
      "keywords::::::: ['Putin', 'Pence defended', 'defended Trumps', 'Trumps praise', 'praise Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 98 ---------------------------------------\n",
      "Tweet::::::: RT @davidsirota: Casino lobbying firms funneled $350K to Pence's campaign account, despite pay-to-play law banning casino donations https:/…\n",
      "keywords::::::: ['casino donation', 'banning casino', 'paytoplay banning', 'despite paytoplay', 'account despite', 'Pences']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 99 ---------------------------------------\n",
      "Tweet::::::: RT @ABCPolitics: Fact-check: Kaine says \"debt explosion\" under Trump plan is bigger than anything Clinton has offered. Grade: True https://…\n",
      "keywords::::::: ['plan bigger', 'bigger anything', 'anything Clinton', 'Clinton offered', 'offered Grade', 'Factcheck', 'Kaine', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 100 ---------------------------------------\n",
      "Tweet::::::: RT @Brown_Saraah: How are Trump supporters gonna argue that undocumented immigrants don't pay taxes when their own candidate doesn't pay ta…\n",
      "keywords::::::: ['candidate doesnt', 'immigrant dont', 'dont tax', 'tax candidate', 'undocumented immigrant', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 101 ---------------------------------------\n",
      "Tweet::::::: RT @TheGregoryE: Someone edit video of Pence saying 'No, he didn't say that' to everything Trump actually said please. This is getting ridi…\n",
      "keywords::::::: ['actually said', 'said please', 'please getting', 'getting ridi…', 'saying didnt', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 102 ---------------------------------------\n",
      "Tweet::::::: Trump campaign: Act so crazily and offensively that when someone calls you out you can say they're insulting you by stating facts. #VPDebate\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['stating fact', 'insulting stating', 'theyre insulting', 'crazily offensively', 'offensively someone', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 103 ---------------------------------------\n",
      "Tweet::::::: RT @MarlowNYC: Here's the actual video of Trump not knowing that Russia had invaded Crimea #VPDebate https://t.co/MYcnXP7a2o\n",
      "keywords::::::: ['actual video', 'video Trump', 'Trump knowing', 'knowing Russia', 'Russia invaded', 'Trump', 'Russia', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 104 ---------------------------------------\n",
      "Tweet::::::: RT @CNN: Kaine: “Donald Trump can’t start a Twitter war with Miss Universe without shooting himself in the foot” #VPDebate https://t.co/QA1…\n",
      "keywords::::::: ['shooting foot', 'foot ”', 'foot', '”', 'Kaine “', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 105 ---------------------------------------\n",
      "Tweet::::::: @IAMELBURRO Kaine sounds like a petulant child. Clinton has the political savvy but Trump has the better VP candidate\n",
      "keywords::::::: ['better candidate', 'political savvy', 'savvy Trump', 'Trump better', 'petulant child', 'Kaine', 'Clinton', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 106 ---------------------------------------\n",
      "Tweet::::::: This is hilarious 😂 Pence shaking his head because Trump didn't know Russia had invaded the Ukraine #VPDebate\n",
      "keywords::::::: ['didnt know', 'know Russia', 'Russia invaded', 'invaded Ukraine', 'shaking head', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 107 ---------------------------------------\n",
      "Tweet::::::: RT @JaredWyand: Tim Kaine just throwing out the insane lies. I'm so tired of politicians.\n",
      "\n",
      "#VPDebate\n",
      "keywords::::::: ['tired politician', 'throwing insane', 'insane lie', 'lie tired', 'politician', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 108 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 109 ---------------------------------------\n",
      "Tweet::::::: RT @paulwaldman1: How many times has Pence adamantly denied that Trump ever said something Trump absolutely said? Has to be at least ten by…\n",
      "keywords::::::: ['absolutely said', 'said least', 'adamantly denied', 'denied Trump', 'Trump ever', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 110 ---------------------------------------\n",
      "Tweet::::::: RT @terrysuesweeten: @NeilB4Zod @js_edit @jbouie Meanwhile Trump owes half the dictators in the world's millions, it is hard to take Pence…\n",
      "keywords::::::: ['million hard', 'hard take', 'take Pence…', 'world million', 'dictator world', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 111 ---------------------------------------\n",
      "Tweet::::::: Pence: Trump is all about \"strength\". Translation: testosterone.\n",
      "keywords::::::: ['testosterone', 'Pence Trump', 'Trump strength', 'strength Translation', 'Translation testosterone', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 112 ---------------------------------------\n",
      "Tweet::::::: @TheRandyWalker  I agree, kaine is a moron. Trump Pence 2K16\n",
      "keywords::::::: ['kaine moron', 'moron Trump', 'Trump Pence', 'agree kaine', 'Pence', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 113 ---------------------------------------\n",
      "Tweet::::::: Pence trying to convince us that Trump is \"strong.\" Trump has been taken down by a Miss Universe and a baby. #VPDebate\n",
      "keywords::::::: ['trying convince', 'convince Trump', 'Trump strong', 'strong Trump', 'Trump taken', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 114 ---------------------------------------\n",
      "Tweet::::::: Pence has said \"that's not true\" to SO many things that you can google as Trump actually saying.  #VPDebate\n",
      "keywords::::::: ['actually saying', 'thing google', 'google Trump', 'Trump actually', 'thats true', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 115 ---------------------------------------\n",
      "Tweet::::::: RT @susiefishl: To be fair, Trump has gone toe to toe with Putin too. They were kissing but they were toe to toe 😁 #VPDebate\n",
      "keywords::::::: ['kissing', 'fair Trump', 'Trump gone', 'gone Putin', 'Putin kissing', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 116 ---------------------------------------\n",
      "Tweet::::::: Pence: Putin will love Trump in the morning. #VPDebate\n",
      "keywords::::::: ['morning', 'Pence Putin', 'Putin love', 'love Trump', 'Trump morning', 'Pence', 'Putin', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 117 ---------------------------------------\n",
      "Tweet::::::: RT @jbouie: \"I'll defend anything Donald Trump says.\"\n",
      "\n",
      "\"Trump says more countries should have nukes. Here is the date stamp.\"\n",
      "\n",
      "\"He didn't s…\n",
      "keywords::::::: ['stamp didnt', 'date stamp', 'nuke date', 'country nuke', 'didnt', 'Donald', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 118 ---------------------------------------\n",
      "Tweet::::::: RT @AlbertCTweets: It's like Mike Pence hates this version of Trump he's never heard of. #VPDebate\n",
      "keywords::::::: ['hate version', 'version Trump', 'Trump never', 'never heard', 'heard', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 119 ---------------------------------------\n",
      "Tweet::::::: RT @speechboy71: It's amazing to watch Pence shake his head over Kaine accurately describing things that both he and Trump have said\n",
      "keywords::::::: ['describing thing', 'thing Trump', 'Trump said', 'accurately describing', 'shake head', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 120 ---------------------------------------\n",
      "Tweet::::::: @JayCostTWS Pence wants to be president in 2020. He's already left Trump hanging.\n",
      "keywords::::::: ['want president', 'president already', 'already left', 'left Trump', 'Trump hanging', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 121 ---------------------------------------\n",
      "Tweet::::::: RT @eclecticbrotha: Pence shakes his head every time Kaine recites the vile things Trump has ACTUALLY SAID. #VPDebate\n",
      "keywords::::::: ['vile thing', 'thing Trump', 'Trump ACTUALLY', 'ACTUALLY SAID', 'recites vile', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 122 ---------------------------------------\n",
      "Tweet::::::: RT @MichaelSkolnik: Pence keeps saying, “I’ll happily defend Trump…” Yet he keeps pivots and never does. #VPDebate\n",
      "keywords::::::: ['happily defend', 'defend Trump…', 'Trump… ”', '” keep', 'keep pivot']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 123 ---------------------------------------\n",
      "Tweet::::::: \"We knew that line was coming and prepared for it.\"  #VPDebate \n",
      "\n",
      "– Email from a Trump campaign ally\n",
      "keywords::::::: ['campaign', 'ally', 'knew line', 'line coming', 'coming prepared', 'Email', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 124 ---------------------------------------\n",
      "Tweet::::::: RT @politico: Fact check: @realDonaldTrump has broken his commitment to release his tax returns https://t.co/nAnQglKKNt https://t.co/TyFxVy…\n",
      "keywords::::::: ['release return', 'commitment release', 'broken commitment', 'check broken', 'return']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 125 ---------------------------------------\n",
      "Tweet::::::: RT @jbendery: Kaine: Trump didn't even know Russia invaded Crimea.\n",
      "Pence: \"Oh that's nonsense.\"\n",
      "\n",
      "See here: https://t.co/qjpOrdJmN7\n",
      "keywords::::::: ['thats nonsense', 'nonsense', 'Kaine Trump', 'Trump didnt', 'didnt even', 'Kaine', 'Trump', 'Russia', 'Crimea', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 126 ---------------------------------------\n",
      "Tweet::::::: RT @thepoliticalcat: \"Donald Trump knew Russia had invaded Ukraine. He meant it's not gonna happen again.\" Say WUT? Um ...\n",
      "keywords::::::: ['happen', 'Donald Trump', 'Trump knew', 'knew Russia', 'Russia invaded', 'Donald', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 127 ---------------------------------------\n",
      "Tweet::::::: RT @chrislhayes: Kaine dgaf about how he comes off. He just wants to keep pounding Trump. Pence cares a lot about how he comes off.\n",
      "keywords::::::: ['care come', 'come want', 'want keep', 'keep pounding', 'pounding Trump', 'Kaine', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 128 ---------------------------------------\n",
      "Tweet::::::: RT @MattWalshBlog: Pence is giving all of the answers Trump should have given but will never give and is not capable of giving. Just the sa…\n",
      "keywords::::::: ['capable giving', 'giving answer', 'answer Trump', 'Trump given', 'given never', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 129 ---------------------------------------\n",
      "Tweet::::::: Draft all the Trump supporters to the front lines!TRUMP IS RUSSIAS PAL! He can't stand up to PUTUN! #VPDebate\n",
      "keywords::::::: ['PUTUN', 'Draft Trump', 'Trump supporter', 'supporter front', 'front linesTRUMP', 'Trump', 'PUTUN']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 130 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: Wait, Pence called Putin a \"small and bullying leader\"?  Uh, his running mate Trump called Putin a \"strong leader\" so uh...…\n",
      "keywords::::::: ['strong leader', 'running mate', 'mate Trump', 'Trump called', 'Putin strong', 'Putin', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 131 ---------------------------------------\n",
      "Tweet::::::: RT @MSNBC: Pence has defended Trump's praise of Putin https://t.co/TZZmsFZWZz #VPDebate #Decision2016 https://t.co/oCDszvt2tL\n",
      "keywords::::::: ['Putin', 'Pence defended', 'defended Trumps', 'Trumps praise', 'praise Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 132 ---------------------------------------\n",
      "Tweet::::::: RT @mattmfm: Brutal new ad from the Clinton campaign on Trump's tax avoidance... https://t.co/L360MOWTbp\n",
      "keywords::::::: ['avoidance', 'Brutal Clinton', 'Clinton campaign', 'campaign Trumps', 'Trumps avoidance', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 133 ---------------------------------------\n",
      "Tweet::::::: RT @politico: Fact check: @realDonaldTrump has broken his commitment to release his tax returns https://t.co/nAnQglKKNt https://t.co/TyFxVy…\n",
      "keywords::::::: ['release return', 'commitment release', 'broken commitment', 'check broken', 'return']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 134 ---------------------------------------\n",
      "Tweet::::::: RT @MMFlint: I have arrived in Ohio where Trump, so say the polls, is ahead by 5pts. We will see about that #MikesOctoberSurprise https://t…\n",
      "keywords::::::: ['poll ahead', 'ahead', 'arrived Ohio', 'Ohio Trump', 'Trump poll', 'Ohio', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 135 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 136 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: HOW MANY TIMES CAN MIKE PENCE LIE THAT TRUMP DIDN'T SAY THINGS HE LITERALLY SAID BEFORE A BLACK HOLE OPENS UP AND GRAVITY FA…\n",
      "keywords::::::: ['MIKE', 'PENCE', 'TRUMP', 'DIDNT', 'THINGS', 'MIKE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 137 ---------------------------------------\n",
      "Tweet::::::: RT @TIME: \"Donald Trump's many, many, many, many ties to Russia\" https://t.co/WRIiIwxXAf\n",
      "keywords::::::: ['Russia', 'Donald Trumps', 'Trumps many', 'many many', 'many tie', 'Donald', 'Trumps', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 138 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 139 ---------------------------------------\n",
      "Tweet::::::: RT @RealEagleBites: Fact-Check: Donald Trump Did Not Call All Mexicans ‘Rapists’ and ‘Criminals’:  During Tuesday night's vice pr... https:…\n",
      "keywords::::::: ['night vice', 'vice', 'FactCheck Donald', 'Donald Trump', 'Trump Call', 'FactCheck', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 140 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: Basically Trump/Pence's entire political strategy is to repeat lies over and over again until 51% of voters think they're tr…\n",
      "keywords::::::: ['think theyre', 'voter think', 'lie voter', 'repeat lie', 'strategy repeat']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 141 ---------------------------------------\n",
      "Tweet::::::: RT @JuddLegum: Dear Mike Pence:\n",
      "\n",
      "I've created this post with video of Trump saying terrifying about nuclear weapons.\n",
      "\n",
      "Enjoy!  \n",
      "\n",
      "https://t.c…\n",
      "keywords::::::: ['nuclear weapon', 'weapon Enjoy', 'terrifying nuclear', 'saying terrifying', 'post video', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 142 ---------------------------------------\n",
      "Tweet::::::: In any other race, I agree: calling an opponent a \"fool\" or \"maniac\" is kinda childish. In Trump's case? The only accurate terms #VPDebate\n",
      "keywords::::::: ['accurate term', 'case accurate', 'kinda childish', 'childish Trumps', 'Trumps case']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 143 ---------------------------------------\n",
      "Tweet::::::: We don't believe Trump because he will not be straight with us about his taxes. #VPDebate\n",
      "keywords::::::: ['dont believe', 'believe Trump', 'Trump straight', 'straight tax', 'straight', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 144 ---------------------------------------\n",
      "Tweet::::::: Pence... a true gentleman @realDonaldTrump @mike_pence @Always_Trump @MonicaCrowley @IngrahamAngle @FoxNews\n",
      "keywords::::::: ['true', 'gentleman', 'Pence true', 'true gentleman', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 145 ---------------------------------------\n",
      "Tweet::::::: RT @jerome_corsi: KAINE making fool of himself -INTERRUPTS, REHEARSED BLAH BLAH - goes to edge of cliff and jumps off, over &amp; over. MALIGNE…\n",
      "keywords::::::: ['cliff jump', 'jump MALIGNE…', 'edge cliff', 'making fool', 'fool INTERRUPTS', 'KAINE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 146 ---------------------------------------\n",
      "Tweet::::::: RT @jerome_corsi: KAINE making fool of himself -INTERRUPTS, REHEARSED BLAH BLAH - goes to edge of cliff and jumps off, over &amp; over. MALIGNE…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['cliff jump', 'jump MALIGNE…', 'edge cliff', 'making fool', 'fool INTERRUPTS', 'KAINE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 147 ---------------------------------------\n",
      "Tweet::::::: RT @birdgirl1001: My husband served this country honorably. He has #PTSD. #Trump has officially crossed the line for me and my family. http…\n",
      "keywords::::::: ['line family', 'crossed line', 'officially crossed', 'honorably officially', 'country honorably']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 148 ---------------------------------------\n",
      "Tweet::::::: RT @KgKathryn: No he can't defend the village idiot Trump @MikePenceIN @realDonaldTrump on nuclear weapons for all\n",
      "keywords::::::: ['nuclear weapon', 'village idiot', 'idiot Trump', 'Trump nuclear', 'defend village', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 149 ---------------------------------------\n",
      "Tweet::::::: RT @brianjameswalsh: And Pence ought to go home and thank the Dear Lord that the moderator didn't fact check his statements versus Trump th…\n",
      "keywords::::::: ['statement versus', 'versus Trump', 'check statement', 'fact check', 'didnt fact', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 150 ---------------------------------------\n",
      "Tweet::::::: RT @FrankLuntz: Tim Kaine is trying to use Donald Trump's own words, but the hits aren't landing because my group thinks they're out of con…\n",
      "keywords::::::: ['think theyre', 'theyre con…', 'theyre', 'con…', 'Kaine trying', 'Kaine', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 151 ---------------------------------------\n",
      "Tweet::::::: Mike Pence is in this debating thinking \"damn how the hell am I gonna get out of this hole Trump put us in?\"\n",
      "keywords::::::: ['Trump', 'Mike Pence', 'Pence debating', 'debating thinking', 'thinking damn', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 152 ---------------------------------------\n",
      "Tweet::::::: RT @ObsoleteDogma: There are only two possibilities:\n",
      "\n",
      "1) Pence isn’t aware of anything Trump has said in the last year \n",
      "\n",
      "OR\n",
      "\n",
      "2) He’s lying…\n",
      "keywords::::::: ['said', 'last', 'year', 'He', 's', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 153 ---------------------------------------\n",
      "Tweet::::::: RT @rosenbergerlm: Or forgot when he said this: https://t.co/kCCDwvrn8J\n",
      "keywords::::::: ['said', 'forgot said']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 154 ---------------------------------------\n",
      "Tweet::::::: RT @VABVOX: Kaine enumerates the things Trump has said about ostensibly every group in America. \n",
      "Pence looks miserable. But doesn't respons…\n",
      "keywords::::::: ['doesnt', 'respons…', 'Kaine enumerates', 'enumerates thing', 'thing Trump', 'Kaine', 'Trump', 'America', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 155 ---------------------------------------\n",
      "Tweet::::::: RT @StefanMolyneux: Kaine: “Trump should release his tax returns, because every president since Nixon has” - CALLING TRUMP PRESIDENT ALREAD…\n",
      "keywords::::::: ['release return', 'return every', 'every president', 'president since', 'since has', 'Kaine', '“', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 156 ---------------------------------------\n",
      "Tweet::::::: Donald Trump Pence strength\n",
      "keywords::::::: ['strength', 'Donald Trump', 'Trump Pence', 'Pence strength', 'Pence', 'Donald', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 157 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 321.17064487799774\n",
      "topic is: ['said', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 421.9884544248321\n",
      "topic is: ['lied', 'can', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 57.23204018204019\n",
      "topic is: ['defend', 'never', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 59.73564213564213\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 262.06736596736596\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 243.63886995357583\n",
      "topic is: ['return']\n",
      "--------------------------\n",
      "cluster_value 9.999999999999998\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 139.5746480299886\n",
      "topic is: ['think theyre']\n",
      "--------------------------\n",
      "cluster_value 1.263095238095238\n",
      "Global measure for similarity among clusters :  168.51897342328198\n",
      "start proccessing after how many seconds ??? 4\n",
      "*******************************Analysis*****************************************\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "No of Topics Detected :  9\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 262.06736596736596\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 243.63886995357583\n",
      "topic is: ['return']\n",
      "--------------------------\n",
      "cluster_value 9.999999999999998\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 139.5746480299886\n",
      "topic is: ['think theyre']\n",
      "--------------------------\n",
      "cluster_value 1.263095238095238\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 321.17064487799774\n",
      "topic is: ['shaking head', 'Donald Trump', 'Mike', 'Pence', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 421.9884544248321\n",
      "topic is: ['Trump']\n",
      "--------------------------\n",
      "cluster_value 57.23204018204019\n",
      "topic is: ['Trump']\n",
      "--------------------------\n",
      "cluster_value 59.73564213564213\n",
      "Global measure for similarity among clusters :  168.51897342328198\n",
      "without descending\n",
      "9\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['said', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['lied', 'can', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['defend', 'never', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 262.06736596736596\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 243.63886995357583\n",
      "topic is: ['return']\n",
      "--------------------------\n",
      "cluster_value 9.999999999999998\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 139.5746480299886\n",
      "topic is: ['think theyre']\n",
      "--------------------------\n",
      "cluster_value 1.263095238095238\n",
      "Global measure for similarity among clusters :  72.94933102100285\n",
      "********************************************************************************\n",
      "--------------Tweet count # 157 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 158 ---------------------------------------\n",
      "Tweet::::::: RT @GoldsteinStreet: Believe it or not Mike Pence, quoting your running mate, Donald #Trump accurately is not Kaine running an insult-drive…\n",
      "keywords::::::: ['running mate', 'mate Donald', 'Donald accurately', 'accurately Kaine', 'Kaine running', 'Mike', 'Pence', 'Donald', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 159 ---------------------------------------\n",
      "Tweet::::::: RT @brianjameswalsh: And Pence ought to go home and thank the Dear Lord that the moderator didn't fact check his statements versus Trump th…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['statement versus', 'versus Trump', 'check statement', 'fact check', 'didnt fact', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 160 ---------------------------------------\n",
      "Tweet::::::: Pence better check in with his candidate. Trump OK with Saudi Arabia acquiring nuclear weapons #VPDebate #ImWithTim https://t.co/4RYJXEp7iI\n",
      "keywords::::::: ['nuclear weapon', 'weapon', 'Pence better', 'better check', 'check candidate', 'Trump', 'Saudi', 'Arabia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 161 ---------------------------------------\n",
      "Tweet::::::: RT @NBCNews: Pence has defended Trump's praise of Putin https://t.co/jitbGVTm6r #VPDebate #Decision2016 https://t.co/MD3st3iBA5\n",
      "keywords::::::: ['Putin', 'Pence defended', 'defended Trumps', 'Trumps praise', 'praise Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 162 ---------------------------------------\n",
      "Tweet::::::: RT @philipaklein: Pence and Trump are literally running on two different Russia policies.\n",
      "keywords::::::: ['policy', 'Pence Trump', 'Trump literally', 'literally running', 'running different', 'Pence', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 163 ---------------------------------------\n",
      "Tweet::::::: RT @jpodhoretz: Kind of amazing that Pence keeps saying Trump didn't say things he said. The magical thinking is strong in this ticket.\n",
      "keywords::::::: ['strong ticket', 'thinking strong', 'magical thinking', 'said magical', 'thing said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 164 ---------------------------------------\n",
      "Tweet::::::: RT @jamescdownie: I'm starting to wonder if Mike Pence has convinced himself Trump has never said any of the many offensive things he's sai…\n",
      "keywords::::::: ['thing', 'sai…', 'starting wonder', 'wonder Mike', 'Mike Pence', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 165 ---------------------------------------\n",
      "Tweet::::::: So Donald trump and Vladimir Putin will arm wrestle?  Donald will not have a chance.\n",
      "keywords::::::: ['Putin', 'wrestle', 'chance', 'Donald trump', 'trump Vladimir', 'Donald', 'Vladimir', 'Putin', 'Donald']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 166 ---------------------------------------\n",
      "Tweet::::::: RT @MaxBoot: Newsflash to Pence: a head shake isn't an actual defense of Trump's indefensible positions.\n",
      "keywords::::::: ['indefensible', 'position', 'Newsflash Pence', 'Pence head', 'head shake', 'Newsflash', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 167 ---------------------------------------\n",
      "Tweet::::::: RT @DavidAFrench: I would feel sorry for Pence as he has to defend Trump on foreign policy, but this is the path he chose.\n",
      "keywords::::::: ['path chose', 'policy path', 'foreign policy', 'feel sorry', 'sorry Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 168 ---------------------------------------\n",
      "Tweet::::::: Kaine has HELPED Trump!!\n",
      "He is showing voters that he hasn't a brain in his head. Only programmed to sling memorized insults.\n",
      "keywords::::::: ['insult', 'Kaine HELPED', 'HELPED Trump', 'Trump showing', 'showing voter', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 169 ---------------------------------------\n",
      "Tweet::::::: RT @emmyrossum: Pence, you can laugh all you want but when Tim Kaine literally QUOTES what Trump said, you just LIE and say he didn't say t…\n",
      "keywords::::::: ['didnt', 'Pence laugh', 'laugh want', 'want Kaine', 'Kaine literally', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 170 ---------------------------------------\n",
      "Tweet::::::: RT @abwhite7: Pence claims GOP isn't running an insult-driven campaign. \n",
      "\n",
      "Trump is literally tweeting insults right now. #VPDebate https://…\n",
      "keywords::::::: ['insultdriven campaign', 'campaign Trump', 'Trump literally', 'literally tweeting', 'tweeting insult', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 171 ---------------------------------------\n",
      "Tweet::::::: RT @POLITICOPro: True: Trump’s plan would significantly raise taxes on the middle class, @KatyODonnell_ reports: https://t.co/j05upFjLDc #V…\n",
      "keywords::::::: ['plan', 'would', 'significantly', 'raise', 'tax', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 172 ---------------------------------------\n",
      "Tweet::::::: RT @MTVNews: Guys, by the way: Trump did, in fact, say all of that stuff that Pence is saying he didn't say #VPDebate\n",
      "keywords::::::: ['saying didnt', 'didnt', 'Guys Trump', 'Trump fact', 'fact stuff', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 173 ---------------------------------------\n",
      "Tweet::::::: @paulwaldman1 Every time Trump's own words are used against him, Pence adopts the playground retort position. YOU insulted us first!\n",
      "keywords::::::: ['position', 'insulted', 'first', 'Every time', 'time Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 174 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 175 ---------------------------------------\n",
      "Tweet::::::: Has your dad forgiven Trump too? https://t.co/abNaZhk9s2\n",
      "keywords::::::: ['Trump', 'forgiven Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 176 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 177 ---------------------------------------\n",
      "Tweet::::::: RT @lane2217: Pence have you heard anything that Trump has said about Putin? #VPDebate\n",
      "keywords::::::: ['Putin', 'Pence heard', 'heard anything', 'anything Trump', 'Trump said', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 178 ---------------------------------------\n",
      "Tweet::::::: RT @CapehartJ: Funny how those who flocked to Trump bc he tells it like it is got feelings hurt bc HRC had temerity to speak truth https://…\n",
      "keywords::::::: ['truth', 'Funny flocked', 'flocked Trump', 'Trump tell', 'tell like', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 179 ---------------------------------------\n",
      "Tweet::::::: RT @chrisjohnson82: Kaine slams Trump for praising Putin: \"He persecutes #LGBT folks and journalists.\"\n",
      "keywords::::::: ['Putin', 'persecutes', 'folk', 'journalist', 'Kaine slam', 'Kaine', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 180 ---------------------------------------\n",
      "Tweet::::::: RT @SethAMandel: Q: Sen. Kaine, what's your campaign's approach to reining in Russia?\n",
      "\n",
      "A: Donald Trump won't release his tax returns.\n",
      "keywords::::::: ['release return', 'return', 'Kaine whats', 'whats campaign', 'campaign approach', 'Kaine', 'Russia', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 181 ---------------------------------------\n",
      "Tweet::::::: Pence hurling these \"insult driven campaign\" accusations at kaine but like all he's doing is saying things that trump has said which happen\n",
      "keywords::::::: ['trump said', 'said happen', 'thing trump', 'insult driven', 'driven campaign']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 182 ---------------------------------------\n",
      "Tweet::::::: #VPDebate   I think Putin mostly wants access to Trump's hairdresser\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['want', 'access', 'Trumps', 'hairdresser', 'think Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 183 ---------------------------------------\n",
      "Tweet::::::: RT @MSignorile: Pence just smiles and shakes head when Kaine points out the actual things Trump says. #VPDebate\n",
      "keywords::::::: ['shake head', 'head Kaine', 'Kaine point', 'point actual', 'actual thing', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 184 ---------------------------------------\n",
      "Tweet::::::: RT @goldengateblond: \"I can't believe Hillary called half our voters deplorable!\" said Mike Pence. Here's Trump calling half the COUNTRY de…\n",
      "keywords::::::: ['calling', 'COUNTRY', 'cant believe', 'believe Hillary', 'Hillary called', 'Hillary', 'Mike', 'Pence', 'Heres', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 185 ---------------------------------------\n",
      "Tweet::::::: RT @poniewozik: Mike Pence will solidly win this debate in his closing remarks, when he flatly denies that Donald Trump is running for pres…\n",
      "keywords::::::: ['running', 'pres…', 'Mike Pence', 'Pence solidly', 'solidly debate', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 186 ---------------------------------------\n",
      "Tweet::::::: RT @lawson1484: #TRUMP Honors &amp; Respects Law Enforcement Officers. @DonaldJTrump  Will Enforce Law &amp; Order. Law Enforcement Officers Deserv…\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 187 ---------------------------------------\n",
      "Tweet::::::: RT @I_Kare: What the actual hell? The most frustrating part of this debate is Pence denying every.single.thing Trump has said and stands fo…\n",
      "keywords::::::: ['stand', 'actual hell', 'hell frustrating', 'frustrating part', 'part debate', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 188 ---------------------------------------\n",
      "Tweet::::::: RT @MaryAnneMcKenn4: Notice how neither Hillary nor Kaine will wear an American flag pin. Trump and Pence? ALWAYS!\n",
      "keywords::::::: ['Pence', 'ALWAYS', 'Notice neither', 'neither Hillary', 'Hillary Kaine', 'Hillary', 'Kaine', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 189 ---------------------------------------\n",
      "Tweet::::::: RT @ObsoleteDogma: There are only two possibilities:\n",
      "\n",
      "1) Pence isn’t aware of anything Trump has said in the last year \n",
      "\n",
      "OR\n",
      "\n",
      "2) He’s lying…\n",
      "keywords::::::: ['year', 'He', 's', 'lying…', 'possibility Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 190 ---------------------------------------\n",
      "Tweet::::::: A Vote for trump would be an Intellectual and moral mistake of massive proportions https://t.co/DFBZPvbyEc\n",
      "keywords::::::: ['trump', 'would', 'Intellectual', 'moral', 'mistake']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 191 ---------------------------------------\n",
      "Tweet::::::: RT @brandonstosuy: \"The Indiana Governor never defends Trump, he just says 'I can defend' without defending.\" - Old Russian saying.\n",
      "keywords::::::: ['saying', 'Indiana Governor', 'Governor never', 'never defends', 'defends Trump', 'Indiana', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 192 ---------------------------------------\n",
      "Tweet::::::: @JohnRMoffitt Trump is Edgar Bergen to Pence's Charlie McCarthy.\n",
      "keywords::::::: ['McCarthy', 'Trump Edgar', 'Edgar Bergen', 'Bergen Pences', 'Pences Charlie', 'Trump', 'Edgar', 'Bergen', 'Pences', 'Charlie', 'McCarthy']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 193 ---------------------------------------\n",
      "Tweet::::::: RT @timothy_stanley: \"I am happy to defend the Donald Trump that exists in my imagination.\" #VPDebate\n",
      "keywords::::::: ['happy defend', 'defend Donald', 'Donald Trump', 'Trump exists', 'exists imagination', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 194 ---------------------------------------\n",
      "Tweet::::::: Live updates: Kaine hits Pence on 'unconstitutional' Syrian refugee stance https://t.co/BBNMXgkBiS\n",
      "keywords::::::: ['Pence', 'unconstitutional', 'Syrian', 'refugee', 'stance', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 195 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 196 ---------------------------------------\n",
      "Tweet::::::: Mike Pence: Trump ‘used the tax code just the way it’s supposed to be used’ https://t.co/IbXHZmI0aj https://t.co/asQOfORBJd\n",
      "keywords::::::: ['used code', 'code it', 'it ’', '’ s', 's supposed', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 197 ---------------------------------------\n",
      "Tweet::::::: My one takeaway from #VPDebate so far is that Pence has given up trying to spin Trump, and just resorted to outright lying/denying instead.\n",
      "keywords::::::: ['Trump', 'resorted', 'outright', 'lyingdenying', 'instead', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 198 ---------------------------------------\n",
      "Tweet::::::: RT @CharlesHHughes: Trump's plan to rein in debt:\n",
      "\n",
      "1) Expand military\n",
      "2) Don't touch entitlements\n",
      "3)?\n",
      "4)Lower debt\n",
      "\n",
      "https://t.co/06vj8KKCIo…\n",
      "keywords::::::: ['debt', 'Eand', 'military', 'Dont', 'touch']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 199 ---------------------------------------\n",
      "Tweet::::::: @mike_pence where is this imaginary Donald Trump you speak of?\n",
      "keywords::::::: ['speak', 'imaginary Donald', 'Donald Trump', 'Trump speak', 'Trump', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 200 ---------------------------------------\n",
      "Tweet::::::: RT @NewtTrump: Trump and Pence never called Putin \"a great leader.\" They called him \"an effective leader.\" Enough of the intellectual disho…\n",
      "keywords::::::: ['great leader', 'leader called', 'called effective', 'effective leader', 'leader Enough', 'Trump', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 201 ---------------------------------------\n",
      "Tweet::::::: RT @TonyFratto: The funniest parts of both Trump and Pence are when they flat-out deny actual Trump quotes.  #VPDebate\n",
      "keywords::::::: ['deny actual', 'actual Trump', 'Trump quote', 'flatout deny', 'quote', 'Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 202 ---------------------------------------\n",
      "Tweet::::::: RT @TIME: \"Donald Trump's many, many, many, many ties to Russia\" https://t.co/WRIiIwxXAf\n",
      "keywords::::::: ['Russia', 'Donald Trumps', 'Trumps many', 'many many', 'many tie', 'Donald', 'Trumps', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 203 ---------------------------------------\n",
      "Tweet::::::: @timkaine stop interrupting Pence! You are coming across doing a Trump!\n",
      "keywords::::::: ['Trump', 'stop interrupting', 'interrupting Pence', 'Pence coming', 'coming across', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 204 ---------------------------------------\n",
      "Tweet::::::: RT @HawaiiDelilah: Kaine is getting better and better -- his contrast of Clinton-Kaine to Trump-Pence on discrimination is gold.\n",
      "keywords::::::: ['better', 'contrast', 'ClintonKaine', 'TrumpPence', 'discrimination', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 205 ---------------------------------------\n",
      "Tweet::::::: RT @brianbeutler: Kaine calling out Pence, accurately, for refusing repeatedly to defend Trump’s position.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['position', 'Kaine calling', 'calling Pence', 'Pence accurately', 'accurately refusing', 'Kaine', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 206 ---------------------------------------\n",
      "Tweet::::::: RT @briangaar: This moderator has clearly abdicated any fact-checking role, which is allowing Pence to deny all of Trump's statements #VPDe…\n",
      "keywords::::::: ['statement', 'moderator clearly', 'clearly abdicated', 'abdicated factchecking', 'factchecking role']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 207 ---------------------------------------\n",
      "Tweet::::::: RT @patrioticpepe: @realDonaldTrump AFRICAN AMERICANS HAVE BEEN BETRAYED BY DEMS! VOTE TRUMP! #Trump16\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 208 ---------------------------------------\n",
      "Tweet::::::: RT @CNNPolitics: Tim Kaine: Donald Trump \"loves dictators\" #VPDebate https://t.co/6ykuYSQPRx https://t.co/JlFdmC7XFo\n",
      "keywords::::::: ['dictator', 'Kaine Donald', 'Donald Trump', 'Trump love', 'love dictator', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 209 ---------------------------------------\n",
      "Tweet::::::: RT @johniadarola: No force in this universe can make Mike Pence audibly defend Trump's desire for more countries to develop nuclear weapons…\n",
      "keywords::::::: ['nuclear', 'weapons…', 'force universe', 'universe make', 'make Mike', 'Mike', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 210 ---------------------------------------\n",
      "Tweet::::::: RT @H_Lev: Pence denies that Trump didn't know Russia invaded Ukraine. Here's the clip: https://t.co/KJHBIof2Dl\n",
      "keywords::::::: ['didnt know', 'know Russia', 'Russia invaded', 'invaded Ukraine', 'Ukraine Heres', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 211 ---------------------------------------\n",
      "Tweet::::::: RT @KLSouth: America: No one avoids paying federal taxes for 18 years unlawfully. Trump followed tax laws Hillary supported for decades. #V…\n",
      "keywords::::::: ['Hillary', 'supported', 'decade', 'America avoids', 'avoids paying', 'America', 'Trump', 'Hillary']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 212 ---------------------------------------\n",
      "Tweet::::::: RT @caitlin__kelly: TIM: TRUMP WON'T PAY TAXES\n",
      "MIKE: TRUMP SUPPORTS THE TROOPS\n",
      "ELAINE: I AM GOING TO TURN THIS FUCKING CAR AROUND UNLESS YO…\n",
      "keywords::::::: ['MIKE', 'SUPPORTS', 'TROOPS', 'ELAINE', 'GOING', 'MIKE', 'TRUMP']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 213 ---------------------------------------\n",
      "Tweet::::::: RT @EricBoehlert: Pence: I/Trump never said that. \n",
      "\n",
      "everyone on the Internet: you did https://t.co/ddB0LYhUca\n",
      "keywords::::::: ['said', 'everyone', 'Internet', 'Pence ITrump', 'ITrump never']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 214 ---------------------------------------\n",
      "Tweet::::::: RT @angela_rye: I'd rather talk about this... ⚡️ \"FLOTUS shades Donald Trump with a mic tap\"\n",
      "\n",
      "https://t.co/JaI03VrVN6\n",
      "keywords::::::: ['Trump', 'rather talk', 'talk FLOTUS', 'FLOTUS shade', 'shade Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 215 ---------------------------------------\n",
      "Tweet::::::: RT @YoungBLKRepub: Moderator: Tim Kaine, why is Hillary the best person for the job. \n",
      "\n",
      "Kaine: Trump called someone fat.\n",
      "\n",
      "#VPDebate\n",
      "keywords::::::: ['called', 'someone', 'Moderator Kaine', 'Kaine Hillary', 'Hillary best', 'Kaine', 'Hillary', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 216 ---------------------------------------\n",
      "Tweet::::::: .@mike_pence asked why Putin will respect Trump \"Strength, plain and simple.\" @timkaine has been hitting him on business deals. #news3\n",
      "keywords::::::: ['deal', 'asked Putin', 'Putin respect', 'respect Trump', 'Trump Strength', 'Putin', 'Trump', 'Strength']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 217 ---------------------------------------\n",
      "Tweet::::::: RT @ddiamond: KAINE: [Quotes Donald Trump saying horrible thing]\n",
      "\n",
      "PENCE: \"Another example of your insult-driven campaign.\"\n",
      "\n",
      "#VPdebate\n",
      "keywords::::::: ['insultdriven campaign', 'campaign', 'KAINE Quotes', 'Quotes Donald', 'Donald Trump', 'KAINE', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 218 ---------------------------------------\n",
      "Tweet::::::: RT @jpodhoretz: Kind of amazing that Pence keeps saying Trump didn't say things he said. The magical thinking is strong in this ticket.\n",
      "keywords::::::: ['strong ticket', 'thinking strong', 'magical thinking', 'said magical', 'thing said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 219 ---------------------------------------\n",
      "Tweet::::::: Kaine is focused on one thing: Trump. May not help him win the night, but will help his ticket win the election. That's his job. #VPDebate\n",
      "keywords::::::: ['ticket', 'election', 'Thats', 'Kaine focused', 'focused thing', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 220 ---------------------------------------\n",
      "Tweet::::::: RT @markos: Wait, Russia is BAD now? Pence and Trump should huddle to get on the same page.\n",
      "keywords::::::: ['Trump', 'huddle', 'page', 'Wait Russia', 'Russia Pence', 'Russia', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 221 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 222 ---------------------------------------\n",
      "Tweet::::::: RT @KatyTurNBC: Kaine: More nuclear weapons? Pence: He never said that (Trump did. He told @HardballChris Saudi Arabia, S Korea, and Japan…\n",
      "keywords::::::: ['nuclear weapon', 'weapon Pence', 'Pence never', 'never said', 'said Trump', 'Kaine', 'Trump', 'Saudi', 'Arabia', 'Korea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 223 ---------------------------------------\n",
      "Tweet::::::: RT @patdennis: In august, Trump was not even aware that Russia had invaded Crimea  https://t.co/9R1WT8X6nq\n",
      "keywords::::::: ['Crimea', 'august Trump', 'Trump even', 'even aware', 'aware Russia', 'august', 'Trump', 'Russia', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 224 ---------------------------------------\n",
      "Tweet::::::: In reality, Trump and Pence have actually said all of those outrageous things &gt;&gt;\n",
      "https://t.co/P954Uv0uYl #VPdebate #Debates #Debates2016\n",
      "keywords::::::: ['outrageous thing', 'thing gtgt', 'actually said', 'said outrageous', 'thing', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 225 ---------------------------------------\n",
      "Tweet::::::: RT @RogerJStoneJr: Kaine says America is on the rise?! Tell that to the those with no opportunity. Trump/Pence will put USA back to work. #…\n",
      "keywords::::::: ['work', 'Kaine say', 'say America', 'America rise', 'rise Tell', 'Kaine', 'America']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 226 ---------------------------------------\n",
      "Tweet::::::: RT @johnastoehr: Pence said Putin was a better leader than Obama. Trump too.\n",
      "keywords::::::: ['better leader', 'leader Obama', 'Obama Trump', 'Trump', 'Pence said', 'Pence', 'Putin', 'Obama', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 227 ---------------------------------------\n",
      "Tweet::::::: RT @jeffunscripted: So is Pence even going to plug Trump's new Moscow hotel or not? #VPDebate\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['Moscow', 'hotel', 'Pence even', 'even going', 'going plug', 'Moscow']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 228 ---------------------------------------\n",
      "Tweet::::::: RT @NoFoxnewstoday: How do we work with Muslim allies if we don't allow any Muslims in the US. Trump's idea! Banning all Muslims!\n",
      "keywords::::::: ['dont', 'allow', 'Muslims', 'Trumps', 'idea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 229 ---------------------------------------\n",
      "Tweet::::::: Maybe Mike Pence really has been sheltered from everything Trump says and does. Would explain a lot. #VPDebate\n",
      "keywords::::::: ['elain', 'Maybe Mike', 'Mike Pence', 'Pence really', 'really sheltered', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 230 ---------------------------------------\n",
      "Tweet::::::: RT @sherman4949: Pence: I'll defend anything Trump said\n",
      "Kaine: OK, go for it\n",
      "Pence: He didn't say any of the stuff he said. See? Done.\n",
      "keywords::::::: ['stuff', 'Done', 'Pence defend', 'defend anything', 'anything Trump', 'Trump', 'Kaine', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 231 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence shakes his head in incredulity every time Kaine quotes things that Trump has said\n",
      "keywords::::::: ['quote thing', 'thing Trump', 'Trump said', 'head incredulity', 'incredulity every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 232 ---------------------------------------\n",
      "Tweet::::::: WHY DO U THINK HE WILL RESPECT #TRUMP\n",
      "\"STRENGTH\" THAT'S IT.. THAT's ALL U HAVE\n",
      "@timkaine #VPDebate\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 233 ---------------------------------------\n",
      "Tweet::::::: RT @katiecouric: \"We want to keep people out if they’re dangerous, Donald Trump wants to keep them out if they’re Muslim.” - @timkaine #VPD…\n",
      "keywords::::::: ['Trump', 'Muslim', '”', 'want keep', 'keep people', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 234 ---------------------------------------\n",
      "Tweet::::::: RT @ejleven: Kaine: donald trump's first name is donald.\n",
      "Pence: [shakes head, chuckles] here he goes again, cmon\n",
      "keywords::::::: ['shake head', 'head chuckle', 'chuckle go', 'go cmon', 'donald trump', 'Kaine', 'donald', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 235 ---------------------------------------\n",
      "Tweet::::::: RT @jonward11: Pence: Trump \"never said\" more nations should get nuclear weapons. \n",
      "\n",
      "But he did say that: https://t.co/9tVOOOX4q0\n",
      "keywords::::::: ['nuclear weapon', 'nation nuclear', 'said nation', 'weapon', 'Pence Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 236 ---------------------------------------\n",
      "Tweet::::::: RT @HuffPostPol: .@mike_pence responds to @nytimes report on Trump's tax returns: \"Donald Trump is a businessman not a career politician.\"…\n",
      "keywords::::::: ['Trump', 'businessman', 'career', 'politician…', 'responds report', 'Trumps', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 237 ---------------------------------------\n",
      "Tweet::::::: @Magitroopa Pence is smooth, calm, and classy. He's an excellent balance for Trump.\n",
      "keywords::::::: ['Trump', 'Pence smooth', 'smooth calm', 'calm classy', 'classy excellent', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 238 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 239 ---------------------------------------\n",
      "Tweet::::::: RT @MSNBC: Pence has defended Trump's praise of Putin https://t.co/TZZmsFZWZz #VPDebate #Decision2016 https://t.co/oCDszvt2tL\n",
      "keywords::::::: ['Putin', 'Pence defended', 'defended Trumps', 'Trumps praise', 'praise Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 240 ---------------------------------------\n",
      "Tweet::::::: RT @JonahNRO: Pence winning the debate hands down. But his denials that Trump said XYZ will be re-litigated in the press for next 96 hours.\n",
      "keywords::::::: ['said', 'relitigated', 'press', 'next', 'hour', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 241 ---------------------------------------\n",
      "Tweet::::::: RT @ddale8: Trump's false claims are creative. Pence's false claims are all like \"nope, [real thing x] didn't happen.\"\n",
      "keywords::::::: ['happen', 'Trumps false', 'false claim', 'claim creative', 'creative Pences']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 242 ---------------------------------------\n",
      "Tweet::::::: RT @travislylesnews: Why do you think Putin will respect Trump?\n",
      "\n",
      "Pence: \"Strength\"\n",
      "keywords::::::: ['Strength', 'think Putin', 'Putin respect', 'respect Trump', 'Trump Pence', 'Putin', 'Trump', 'Pence', 'Strength']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 243 ---------------------------------------\n",
      "Tweet::::::: RT @jeremyscahill: Every time Pence denies something everyone knows is true about Trump, I think of this... https://t.co/PGRNN95NCv\n",
      "keywords::::::: ['know true', 'true Trump', 'Trump think', 'think', 'Every time', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 244 ---------------------------------------\n",
      "Tweet::::::: RT @jonfavs: Kaine hammering home the theme of the debate: \n",
      "\n",
      "Pence refuses to defend Trump's positions and comments, because he can't.\n",
      "keywords::::::: ['position', 'comment', 'cant', 'Kaine hammering', 'hammering home', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 245 ---------------------------------------\n",
      "Tweet::::::: pence drank a 16oz cup of donald Jim Jones trump Kool-Aid. How soon do they leave for trumptown #VPDebate\n",
      "keywords::::::: ['leave', 'trumptown', 'penny drank', 'drank donald', 'donald Jones', 'donald', 'Jones']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 246 ---------------------------------------\n",
      "Tweet::::::: RT @resurgent: Tim Kaine asked about Aleppo, Syria.\n",
      "\n",
      "Instead talks about Donald Trump's taxes and 9/11. #VPDebate https://t.co/fisd0SMCgH\n",
      "keywords::::::: ['Trumps', 'tax', 'Kaine asked', 'asked Aleppo', 'Aleppo Syria', 'Kaine', 'Aleppo', 'Syria', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 247 ---------------------------------------\n",
      "Tweet::::::: Mike Pence, VP nominee of DONALD TRUMP accused Tim Kaine/HRC of running an \"insult driven campaign\" Are you fucking kidding me? #VPDebate\n",
      "keywords::::::: ['driven campaign', 'campaign fucking', 'fucking kidding', 'insult driven', 'fucking', 'Mike', 'Pence', 'DONALD', 'TRUMP']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 248 ---------------------------------------\n",
      "Tweet::::::: @TheRealStefan2 @sallykohn pence cannot defend Trump\n",
      "keywords::::::: ['Trump', 'penny can', 'can not', 'not defend', 'defend Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 249 ---------------------------------------\n",
      "Tweet::::::: Pense needs Ginkgo Biloba supplements he has no idea what Trump has said.\n",
      "keywords::::::: ['said', 'Pense need', 'need Ginkgo', 'Ginkgo Biloba', 'Biloba supplement', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 250 ---------------------------------------\n",
      "Tweet::::::: RT @Carrasquillo: Trump on calling Alicia Machado \"miss piggy and miss housekeeping\"\n",
      "\n",
      "Where did you find this one?\n",
      "\n",
      "Here is a picture of Tr…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['miss', 'piggy', 'housekeeping', 'find', 'picture', 'Trump', 'Alicia', 'Machado']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 251 ---------------------------------------\n",
      "Tweet::::::: Putin will respect a Trump presidency because of STRENGTH #VPDebate\n",
      "keywords::::::: ['Trump', 'presidency', 'STRENGTH', 'Putin respect', 'respect Trump', 'Putin', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 252 ---------------------------------------\n",
      "Tweet::::::: Look #PenceMustGo I was in Ukraine when Maiden started. He has no idea what happened. People fought to avoid people like Trump\n",
      "keywords::::::: ['Trump', 'Look Ukraine', 'Ukraine Maiden', 'Maiden started', 'started idea', 'Ukraine', 'Maiden', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 253 ---------------------------------------\n",
      "Tweet::::::: Tim Kaine definitely won. Tell Donald Trump that ALL THE ON-LINE POLLS SHOW THAT KAINE MADE MINCE MEAT OUT OF PENCE. https://t.co/o3GS4OgQyh\n",
      "keywords::::::: ['KAINE', 'MADE', 'MINCE', 'MEAT', 'PENCE', 'Kaine', 'Donald', 'Trump', 'KAINE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 254 ---------------------------------------\n",
      "Tweet::::::: RT @AC360: “Donald Trump can’t start a Twitter war with Miss Universe w/o shooting himself in the foot” @timkaine #VPDebate https://t.co/ed…\n",
      "keywords::::::: ['shooting foot', 'foot ”', 'foot', '”', '“ Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 255 ---------------------------------------\n",
      "Tweet::::::: @cperks7 If Trump wins by a big enough margin, they will bc I think the people have had enough of do nothing politics\n",
      "keywords::::::: ['people', 'nothing', 'politics', 'Trump win', 'win enough', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 256 ---------------------------------------\n",
      "Tweet::::::: RT @KevinMKruse: KAINE: (verbatim Trump quote)\n",
      "PENCE: (bewildered reaction, claim he never said that)\n",
      "MODERATOR: \"Moving on, gentlemen...\"\n",
      "keywords::::::: ['gentleman', 'KAINE verbatim', 'verbatim Trump', 'Trump quote', 'quote PENCE', 'KAINE', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 257 ---------------------------------------\n",
      "Tweet::::::: RT @FiveThirtyEight: 51% of Americans trust Clinton with nuclear weapons. 25% trust Trump. #VPDebate  https://t.co/cVT0smoBot\n",
      "keywords::::::: ['nuclear weapon', 'weapon trust', 'trust Trump', 'Trump', 'Americans trust', 'Clinton', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 258 ---------------------------------------\n",
      "Tweet::::::: RT @freelancewoman: Mike Pence has spent the entire #VPdebate trying to convince the American people they didn't hear all the things we hea…\n",
      "keywords::::::: ['trying convince', 'convince American', 'American people', 'people didnt', 'didnt hear', 'Mike', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 259 ---------------------------------------\n",
      "Tweet::::::: RT @daveweigel: If Trump is president, trotting out the veep to say \"actually he never sent that tweet\" would probably not work. https://t.…\n",
      "keywords::::::: ['work', 'Trump president', 'president trotting', 'trotting veep', 'veep actually', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 260 ---------------------------------------\n",
      "Tweet::::::: Insult driven campaign isn't coming from Kaine, but Pence. All the Clinton campaign has to do for effective ad is quote Trump. #VPDebate\n",
      "keywords::::::: ['driven campaign', 'campaign isnt', 'isnt coming', 'coming Kaine', 'Kaine Pence', 'Kaine', 'Pence', 'Clinton', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 261 ---------------------------------------\n",
      "Tweet::::::: RT @nprpolitics: #FactCheck Trump’s plan calls for repealing Obamacare &amp; replacing it with health savings accounts. https://t.co/21oQ28Rql8…\n",
      "keywords::::::: ['saving account', 'health saving', 'replacing health', 'account', 'Trump ’', 'Trump', 'Obamacare']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 262 ---------------------------------------\n",
      "Tweet::::::: RT @walrusmaster: Pence: How dare you accuse us of running an insulting campaign.\n",
      "Trump: https://t.co/vY5ZBv3bXB\n",
      "keywords::::::: ['Trump', 'Pence dare', 'dare accuse', 'accuse running', 'running insulting', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 263 ---------------------------------------\n",
      "Tweet::::::: RT @TimesRecorder: Donald Trump's message is heard loud and clear in many rural areas. https://t.co/1FLwUN3Zou\n",
      "keywords::::::: ['clear', 'many', 'rural', 'area', 'Donald Trumps', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 264 ---------------------------------------\n",
      "Tweet::::::: RT @KirzBecka: Kaine quotes Trump, factually.. Pence says he's slinging insults. Wash, rinse, repeat. #VPDebate\n",
      "keywords::::::: ['repeat', 'Kaine quote', 'quote Trump', 'Trump factually', 'factually Pence', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 265 ---------------------------------------\n",
      "Tweet::::::: RT @MoElleithee: Pence laughs dismissively every time Kaine quotes an outrageous Trump quote.\n",
      "\n",
      "It's increasingly clear he just doesn't want…\n",
      "keywords::::::: ['doesnt', 'want…', 'Pence laugh', 'laugh dismissively', 'dismissively every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 266 ---------------------------------------\n",
      "Tweet::::::: RT @KyleKulinski: Mike Pence is gonna be pretty upset when he learns that Trump indeed said all the things he's claiming he didn't. #VPDeba…\n",
      "keywords::::::: ['said thing', 'thing claiming', 'claiming didnt', 'didnt', 'Mike Pence', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 267 ---------------------------------------\n",
      "Tweet::::::: RT @StuPolitics: Pence needs to watch videos of Trump speeches.  He might know what Trump has said.\n",
      "keywords::::::: ['said', 'Pence need', 'need watch', 'watch video', 'video Trump', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 268 ---------------------------------------\n",
      "Tweet::::::: RT @EliLake: .@mike_pence attacks Obama for his slobbering pursuit of deals w/ Russia. While @timkaine hits Trump on his Putin sycophancy #…\n",
      "keywords::::::: ['Putin', 'sycophancy', 'attack Obama', 'Obama slobbering', 'slobbering pursuit', 'Obama', 'Russia', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 269 ---------------------------------------\n",
      "Tweet::::::: RT @benensonj: Pence just lied through his teeth when he denied Trump said more countries should get nukes!\n",
      "keywords::::::: ['country nuke', 'said country', 'teeth denied', 'denied Trump', 'Trump said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 270 ---------------------------------------\n",
      "Tweet::::::: RT @jonward11: Pence: Trump \"never said\" more nations should get nuclear weapons. \n",
      "\n",
      "But he did say that: https://t.co/9tVOOOX4q0\n",
      "keywords::::::: ['nuclear weapon', 'nation nuclear', 'said nation', 'weapon', 'Pence Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 271 ---------------------------------------\n",
      "Tweet::::::: @TORRESORTIZBD i can’t wait til they show who lied more during the debate. Maybe Pence &amp; Trump can have lunch with Putin this weekend!\n",
      "keywords::::::: ['Putin', 'weekend', 'can ’', '’ t', 't wait', 'Pence', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 272 ---------------------------------------\n",
      "Tweet::::::: RT @lrozen: Kaine pretty good at making mincemeat of Trump on foreign policy\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['foreign policy', 'policy', 'Kaine pretty', 'pretty good', 'good making', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 273 ---------------------------------------\n",
      "Tweet::::::: RT @KyleKulinski: Mike Pence is gonna be pretty upset when he learns that Trump indeed said all the things he's claiming he didn't. #VPDeba…\n",
      "keywords::::::: ['claiming didnt', 'thing claiming', 'said thing', 'upset learns', 'learns Trump', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 274 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 275 ---------------------------------------\n",
      "Tweet::::::: RT @jeremyscahill: Every time Pence denies something everyone knows is true about Trump, I think of this... https://t.co/PGRNN95NCv\n",
      "keywords::::::: ['know true', 'true Trump', 'Trump think', 'think', 'Every time', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 276 ---------------------------------------\n",
      "Tweet::::::: #Trump Sabotages Mike Pence's Entire Debate By Tweet Insulting Tim Kaine via @politicususa https://t.co/Z0YDXjLYe2  #VPDebate\n",
      "keywords::::::: ['Kaine', 'Sabotages Mike', 'Mike Pences', 'Pences Entire', 'Entire Debate', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 277 ---------------------------------------\n",
      "Tweet::::::: RT @MariaESalinas: Pence accuses Kaine/Clinton of running insult driven campaign. Really? And Trump isn't? #VPdebate\n",
      "keywords::::::: ['driven campaign', 'campaign Really', 'Really Trump', 'Trump isnt', 'insult driven', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 278 ---------------------------------------\n",
      "Tweet::::::: RT @PhilMaine: Pence Strategy: Try anything to avoid ?s about what Trump said. If all else fails, just lie and say Trump never said wha he…\n",
      "keywords::::::: ['said', 'else', 'fails', 'never', 'Pence Strategy', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 279 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 280 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Wonder if Trump has shown Pence his \"secret plan\" to defeat ISIS. We’re still waiting. #VPDebate https://t.co/zxjpFcmzzf\n",
      "keywords::::::: ['ISIS', 'We', '’', 're', 'still', 'Trump', 'ISIS']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 281 ---------------------------------------\n",
      "Tweet::::::: He sure did. I heard Trump say it. https://t.co/1KhJ7V1L2t\n",
      "keywords::::::: ['Trump', 'sure heard', 'heard Trump', 'heard', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 282 ---------------------------------------\n",
      "Tweet::::::: RT @chrislhayes: Kaine dgaf about how he comes off. He just wants to keep pounding Trump. Pence cares a lot about how he comes off.\n",
      "keywords::::::: ['care come', 'come want', 'want keep', 'keep pounding', 'pounding Trump', 'Kaine', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 283 ---------------------------------------\n",
      "Tweet::::::: Pence Says Trump Didn't Say Those Insults. He Did. - NBC News https://t.co/9hys1guYjy\n",
      "keywords::::::: ['News', 'Pence Says', 'Says Trump', 'Trump Didnt', 'Didnt Insults', 'Trump', 'Didnt', 'Insults', 'News']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 284 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Number of times Trump has tweeted at @Rosie: 65\n",
      "\n",
      "Number of times Trump has tweeted in support of Mike Pence, his runnin…\n",
      "keywords::::::: ['runnin…', 'Number time', 'time Trump', 'Trump tweeted', 'tweeted Number', 'Trump', 'Trump', 'Mike', 'Pence', 'runnin…']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 285 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 286 ---------------------------------------\n",
      "Tweet::::::: RT @SeanMcElwee: trump has done more in one year to prove that words have no meaning than derrida and the deconstructionists could do in a…\n",
      "keywords::::::: ['word', 'meaning', 'derrida', 'deconstructionists', 'could']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 287 ---------------------------------------\n",
      "Tweet::::::: Pence contradicting everything Trump is supposed to be for is going to make a great ad.\n",
      "keywords::::::: ['great', 'Pence contradicting', 'contradicting everything', 'everything Trump', 'Trump supposed', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 288 ---------------------------------------\n",
      "Tweet::::::: RT @EScourier: Kaine: Let's start with not praising Vladimir Putin as a great leader. Trump has business dealings w/ Russia he would not di…\n",
      "keywords::::::: ['great leader', 'leader Trump', 'Trump business', 'business dealing', 'dealing Russia', 'Kaine', 'Vladimir', 'Putin', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 289 ---------------------------------------\n",
      "Tweet::::::: RT @paul_lander: Governor Pence is so low energy because I'm guessing Trump doesn't share his cocaine\n",
      "keywords::::::: ['doesnt', 'share', 'cocaine', 'Governor Pence', 'Pence energy', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 290 ---------------------------------------\n",
      "Tweet::::::: RT @timkaine: \"Donald Trump can’t start a Twitter war with Miss Universe without shooting himself in the foot.” —Tim #VPDebate\n",
      "keywords::::::: ['shooting foot', 'foot ”', '” —Tim', 'foot', '”', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 291 ---------------------------------------\n",
      "Tweet::::::: RT @shannonrwatts: .@mike_pence's strategy seems to be: pretend Donald Trump doesn't exist. #ImWithHer #VPDebate https://t.co/HVRFnenp7O\n",
      "keywords::::::: ['doesnt', 'exist', 'strategy seems', 'seems pretend', 'pretend Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 292 ---------------------------------------\n",
      "Tweet::::::: RT @TonyFratto: The funniest parts of both Trump and Pence are when they flat-out deny actual Trump quotes.  #VPDebate\n",
      "keywords::::::: ['deny actual', 'actual Trump', 'Trump quote', 'flatout deny', 'quote', 'Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 293 ---------------------------------------\n",
      "Tweet::::::: RT @chrislhayes: Kaine dgaf about how he comes off. He just wants to keep pounding Trump. Pence cares a lot about how he comes off.\n",
      "keywords::::::: ['care come', 'come want', 'want keep', 'keep pounding', 'pounding Trump', 'Kaine', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 294 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 295 ---------------------------------------\n",
      "Tweet::::::: @jennmac415 @FoxNews @mike_pence @HillaryClinton He sure is. Every question asked Kaine answers with off the wall statements about Trump\n",
      "keywords::::::: ['Trump', 'sure Every', 'Every question', 'question asked', 'asked Kaine', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 296 ---------------------------------------\n",
      "Tweet::::::: RT @NOX10US: Pence isn't addressing anything Kaine calls on Trump. Nothing. #VPDebate\n",
      "keywords::::::: ['Nothing', 'Pence isnt', 'isnt addressing', 'addressing anything', 'anything Kaine', 'Kaine', 'Trump', 'Nothing']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 297 ---------------------------------------\n",
      "Tweet::::::: RT @lrozen: Kaine pretty good at making mincemeat of Trump on foreign policy\n",
      "keywords::::::: ['foreign policy', 'making mincemeat', 'mincemeat Trump', 'Trump foreign', 'good making', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 298 ---------------------------------------\n",
      "Tweet::::::: RT @MichaelSkolnik: Pence keeps saying, “I’ll happily defend Trump…” Yet he keeps pivots and never does. #VPDebate\n",
      "keywords::::::: ['happily defend', 'defend Trump…', 'Trump… ”', '” keep', 'keep pivot']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 299 ---------------------------------------\n",
      "Tweet::::::: RT @jonlovett: Kaine is going to hit back over and over because this isn't about him. Pence won't defend Trump because it IS about him.\n",
      "keywords::::::: ['Trump', 'Kaine going', 'going back', 'back isnt', 'isnt Pence', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 300 ---------------------------------------\n",
      "Tweet::::::: No, Putin would like Trump because he would be Putin's puppet. #VPDebate\n",
      "keywords::::::: ['Trump', 'Putins', 'puppet', 'Putin would', 'would like', 'Putin', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 301 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: HOW MANY TIMES CAN MIKE PENCE LIE THAT TRUMP DIDN'T SAY THINGS HE LITERALLY SAID BEFORE A BLACK HOLE OPENS UP AND GRAVITY FA…\n",
      "keywords::::::: ['MIKE', 'PENCE', 'TRUMP', 'DIDNT', 'THINGS', 'MIKE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 302 ---------------------------------------\n",
      "Tweet::::::: RT @MikeDrucker: PENCE: I will defend anything Trump said.\n",
      "KAINE: Trump says more nations should get nuclear weapons.\n",
      "PENCE: Okay, next.\n",
      "#V…\n",
      "keywords::::::: ['nuclear weapon', 'weapon PENCE', 'PENCE Okay', 'Okay next', 'nation nuclear', 'Trump', 'KAINE', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 303 ---------------------------------------\n",
      "Tweet::::::: RT @chrisallbritton: Trump not only knew Russia invaded Ukraine and took Crimea, he called it \"So Smart\" In 2014 https://t.co/1ccZJDBICD\n",
      "keywords::::::: ['called', 'Smart', 'Trump knew', 'knew Russia', 'Russia invaded', 'Trump', 'Russia', 'Ukraine', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 304 ---------------------------------------\n",
      "Tweet::::::: RT @choiboydave: I don't think Pence has paid any attention, or have any recollection of what Trump has said in the past year! #VPDebate\n",
      "keywords::::::: ['year', 'dont think', 'think Pence', 'Pence paid', 'paid attention', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 305 ---------------------------------------\n",
      "Tweet::::::: RT @iowahawkblog: Pence making a good case to elect Trump and then immediately impeach him\n",
      "keywords::::::: ['Trump', 'immediately', 'impeach', 'Pence making', 'making good', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 306 ---------------------------------------\n",
      "Tweet::::::: RT @TheBriefing2016: Yet another reason to be concerned about the connections between Trump and Russia. #VPDebate https://t.co/7vLXcELb9G\n",
      "keywords::::::: ['Russia', 'another reason', 'reason concerned', 'concerned connection', 'connection Trump', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 307 ---------------------------------------\n",
      "Tweet::::::: RT @Daddy_Warpig: Kaine: \"We can solve our problems with Russia if Donald Trump releases his tax returns.\"\n",
      "\n",
      "I'm… not sure how that's going…\n",
      "keywords::::::: ['release return', 'return sure', 'sure thats', 'thats going…', 'thats', 'Kaine', 'Russia', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 308 ---------------------------------------\n",
      "Tweet::::::: @jbouie @chrislhayes Trump did say that Japan should have their own nuclear weapons and fight their own battles.\n",
      "keywords::::::: ['nuclear weapon', 'weapon fight', 'fight battle', 'fight', 'battle', 'Trump', 'Japan']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 309 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence: a divisive, anti-woman, anti-LGBT, anti-worker extremist. \n",
      "\n",
      "No wonder Trump picked him. #VPDebate https://t…\n",
      "keywords::::::: ['extremist wonder', 'wonder Trump', 'Trump picked', 'antiworker extremist', 'divisive antiwoman', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 310 ---------------------------------------\n",
      "Tweet::::::: RT @jbendery: Kaine: Trump didn't even know Russia invaded Crimea.\n",
      "Pence: \"Oh that's nonsense.\"\n",
      "\n",
      "See here: https://t.co/qjpOrdJmN7\n",
      "keywords::::::: ['thats nonsense', 'nonsense', 'Kaine Trump', 'Trump didnt', 'didnt even', 'Kaine', 'Trump', 'Russia', 'Crimea', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 311 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence strategy:1)when Kaine quotes outrageous things Trump has said,Pence shakes his head in disbelief;2)Pence doesn't addre…\n",
      "keywords::::::: ['shake head', 'head disbelief2Pence', 'disbelief2Pence doesnt', 'doesnt addre…', 'outrageous thing', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 312 ---------------------------------------\n",
      "Tweet::::::: RT @MSignorile: Kaine using the debate as an extended ad to talk about Trump horrors. Pence trying to win the debate — which doesn’t matter…\n",
      "keywords::::::: ['trying', 'doesn', '’', 't', 'matter…', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 313 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 314 ---------------------------------------\n",
      "Tweet::::::: RT @mattmittenthal: Hi, Mr. Pence--the Muslim ban is on your campaign's website: https://t.co/H0NedgLIq4 https://t.co/cOOK9hDq7d\n",
      "keywords::::::: ['website', 'Pencethe Muslim', 'Muslim campaign', 'campaign website', 'campaign', 'Pencethe', 'Muslim']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 315 ---------------------------------------\n",
      "Tweet::::::: RT @MaxBoot: \"That's nonsense\" Pence keeps muttering as Kaine accurately describes Trump's crazy positions.\n",
      "keywords::::::: ['position', 'Thats nonsense', 'nonsense Pence', 'Pence keep', 'keep muttering', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 316 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence shakes his head in incredulity every time Kaine quotes things that Trump has said\n",
      "keywords::::::: ['quote thing', 'thing Trump', 'Trump said', 'head incredulity', 'incredulity every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 317 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: HOW MANY TIMES CAN MIKE PENCE LIE THAT TRUMP DIDN'T SAY THINGS HE LITERALLY SAID BEFORE A BLACK HOLE OPENS UP AND GRAVITY FA…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['MIKE', 'PENCE', 'TRUMP', 'DIDNT', 'THINGS', 'MIKE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 318 ---------------------------------------\n",
      "Tweet::::::: RT @WangCecillia: \"Extreme vetting,\" Pence?  You mean discriminating on basis of religion and nationality? That's what you and Trump have p…\n",
      "keywords::::::: ['Trump', 'Extreme vetting', 'vetting Pence', 'Pence mean', 'mean discriminating', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 319 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: Basically Trump/Pence's entire political strategy is to repeat lies over and over again until 51% of voters think they're tr…\n",
      "keywords::::::: ['think theyre', 'voter think', 'lie voter', 'repeat lie', 'strategy repeat']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 320 ---------------------------------------\n",
      "Tweet::::::: RT @loumoore12: Still ain't defending Trump.\n",
      "keywords::::::: ['Trump', 'Still aint', 'aint defending', 'defending Trump', 'defending', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 321 ---------------------------------------\n",
      "Tweet::::::: RT @nwarikoo: Tim Kaine on Trump's remarks on women, minorities, POWs: \"You can't have someone at the top who demeans everyone he talks abo…\n",
      "keywords::::::: ['talk', 'abo…', 'Kaine Trumps', 'Trumps remark', 'remark woman', 'Kaine', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 322 ---------------------------------------\n",
      "Tweet::::::: Damn Kaine is like a bulldog. He's basically showing the whole GOP what its like to share a debate podium with Domald Trump. #PenceKaine\n",
      "keywords::::::: ['Trump', 'Damn Kaine', 'Kaine like', 'like bulldog', 'bulldog basically', 'Damn', 'Kaine', 'Domald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 323 ---------------------------------------\n",
      "Tweet::::::: RT @BenReininga: Pence: We're not running a insult-driven campaign! Trump, literally as he was saying it: https://t.co/x9mkBMljAS\n",
      "keywords::::::: ['insultdriven campaign', 'campaign Trump', 'Trump literally', 'literally saying', 'running insultdriven', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 324 ---------------------------------------\n",
      "Tweet::::::: Pence obviously can't defend Trump's numerous unhinged statements. But Kaine just isn't doing an effective job of shaming him.#vpdebate\n",
      "keywords::::::: ['effective', 'shaming', 'Pence obviously', 'obviously cant', 'cant defend', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 325 ---------------------------------------\n",
      "Tweet::::::: RT @AJ_Ski_Bum: I'd give my husband #Trump's message about #PTSD but he died by suicide 3yrs ago &amp; I have to drive 5hrs to his grave https:…\n",
      "keywords::::::: ['died', 'suicide', 'drive', 'grave', 'give husband']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 326 ---------------------------------------\n",
      "Tweet::::::: RT @cocomontrese: Defending Trump not releasing his taxes #MikePence is like defending what flavor of Kool Kid Jim Jones was handing out. #…\n",
      "keywords::::::: ['Jones', 'handing', 'Defending Trump', 'Trump releasing', 'releasing tax', 'Trump', 'Kool', 'Jones']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 327 ---------------------------------------\n",
      "Tweet::::::: Your description of Kaine just described Trump to a T. https://t.co/ZbpBtekOb8\n",
      "keywords::::::: ['Trump', 'description Kaine', 'Kaine described', 'described Trump', 'Kaine', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 328 ---------------------------------------\n",
      "Tweet::::::: RT @gabbiefleur: I don't think that Kaine should be bringing up Trump's shady business dealings given Clinton's shady dealings as well #VPD…\n",
      "keywords::::::: ['business dealing', 'dealing given', 'given Clintons', 'Clintons shady', 'shady dealing', 'Kaine', 'Clintons']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 329 ---------------------------------------\n",
      "Tweet::::::: RT @thenateralph: If you believe the Clinton campaign is more insult driven than the Trump campaign, you probably graduated from Trump Univ…\n",
      "keywords::::::: ['probably graduated', 'graduated Trump', 'Trump Univ…', 'campaign probably', 'insult driven', 'Clinton', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 330 ---------------------------------------\n",
      "Tweet::::::: RT @TedGenoways: After tonight, I'm really looking forward to seeing Mike Pence debate Donald Trump. #VPDebate\n",
      "keywords::::::: ['Trump', 'tonight really', 'really looking', 'looking forward', 'forward seeing', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 331 ---------------------------------------\n",
      "Tweet::::::: RT @onlxn: TRUMP: He doesn't speak for me, Poots, honest. I barely know the guy. He just gets me McDonald's.\n",
      "PUTIN. Ve don't like dis.\n",
      "TRUM…\n",
      "keywords::::::: ['like', 'TRUM…', 'TRUMP doesnt', 'doesnt speak', 'speak Poots', 'Poots', 'McDonalds', 'PUTIN']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 332 ---------------------------------------\n",
      "Tweet::::::: RT @iAmDaHarper: Basically they giving us two horrible choices for president to make us Happy when Hilary wins. We'd be happy with ANYBODY…\n",
      "keywords::::::: ['happy', 'ANYBODY…', 'Basically giving', 'giving horrible', 'horrible choice', 'Hilary']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 333 ---------------------------------------\n",
      "Tweet::::::: RT @MichaelSkolnik: Pence keeps saying, “I’ll happily defend Trump…” Yet he keeps pivots and never does. #VPDebate\n",
      "keywords::::::: ['happily defend', 'defend Trump…', 'Trump… ”', '” keep', 'keep pivot']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 334 ---------------------------------------\n",
      "Tweet::::::: RT @akm1776_m: @Brick_04 \n",
      "Wow.\n",
      "Please please please can we have Pence.\n",
      "Guy knows his shit.\n",
      "We'll just pretend to nod when Trump says someth…\n",
      "keywords::::::: ['say', 'someth…', 'Please please', 'please please', 'please Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 335 ---------------------------------------\n",
      "Tweet::::::: RT @GMA: Fact-check: Kaine says \"debt explosion\" under Trump plan is bigger than anything Clinton has offered. Grade: True. https://t.co/kN…\n",
      "keywords::::::: ['plan bigger', 'bigger anything', 'anything Clinton', 'Clinton offered', 'offered Grade', 'Factcheck', 'Kaine', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 336 ---------------------------------------\n",
      "Tweet::::::: RT @SteveDeaceShow: Pence is helping himself but he's not helping Trump. Which is why he's helping himself, because he'd hurt himself defen…\n",
      "keywords::::::: ['hurt', 'defen…', 'Pence helping', 'helping helping', 'helping Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 337 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 338 ---------------------------------------\n",
      "Tweet::::::: Why is it that Pence has to explain what Trump \"meant to say\" all the time? #VPDebate\n",
      "keywords::::::: ['time', 'Pence elain', 'elain Trump', 'Trump meant', 'meant time', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 339 ---------------------------------------\n",
      "Tweet::::::: RT @mercedesschlapp: Question on Aleppo: Kaine responds \"Trump tax returns\" Question on Russia Kaine responds \"Trump tax returns. #VPDebate\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['return', 'Russia', 'Question Aleppo', 'Aleppo Kaine', 'Kaine responds', 'Aleppo', 'Kaine', 'Trump', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 340 ---------------------------------------\n",
      "Tweet::::::: RT @emmyrossum: #ImWithHer      Pence and Trump deserve each other, they are both LIARS. And the American people deserve better. #VPDebate…\n",
      "keywords::::::: ['deserve better', 'people deserve', 'better', 'Pence Trump', 'Trump deserve', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 341 ---------------------------------------\n",
      "Tweet::::::: @HillaryClinton When will Americans see through the con man that is Donald Trump? He is only making America hate again. catironic\n",
      "keywords::::::: ['hate', 'catironic', 'Americans Donald', 'Donald Trump', 'Trump making', 'Donald', 'Trump', 'America']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 342 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence shakes his head in incredulity every time Kaine quotes things that Trump has said\n",
      "keywords::::::: ['quote thing', 'thing Trump', 'Trump said', 'head incredulity', 'incredulity every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 343 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 344 ---------------------------------------\n",
      "Tweet::::::: RT @Slate: Donald Trump's ties to Russia are even scarier than you think: https://t.co/0sZKLcrBBr #vpdebate https://t.co/lAkrxxtmsl\n",
      "keywords::::::: ['think', 'Donald Trumps', 'Trumps tie', 'tie Russia', 'Russia even', 'Donald', 'Trumps', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 345 ---------------------------------------\n",
      "Tweet::::::: RT @sherman4949: Pence: I'll defend anything Trump said\n",
      "Kaine: OK, go for it\n",
      "Pence: He didn't say any of the stuff he said. See? Done.\n",
      "keywords::::::: ['stuff said', 'said Done', 'didnt stuff', 'stuff', 'Done', 'Trump', 'Kaine', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 346 ---------------------------------------\n",
      "Tweet::::::: @jpodhoretz @daveweigel https://t.co/HgYpt51MON is a pro read on this topic.\n",
      "keywords::::::: ['topic', 'read topic']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 347 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 348 ---------------------------------------\n",
      "Tweet::::::: Kaine is so Mad his head his gonna explode that Pence isn't falling for his lies about Trump &amp; is talking about Policy Instead @CNN\n",
      "keywords::::::: ['talking', 'Policy', 'Instead', 'Kaine head', 'head gon', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 349 ---------------------------------------\n",
      "Tweet::::::: RT @FiveThirtyEight: Last Oct. Trump said of Putin: “In terms of leadership, he’s getting an ‘A,’ and our president is not doing so well” h…\n",
      "keywords::::::: ['president', 'well', '”', 'Last Trump', 'Trump said', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 350 ---------------------------------------\n",
      "Tweet::::::: RT @puprednoW: I feel like Pence has not read or listened to anything Donald Trump has said, just so he would have plausible deniability. #…\n",
      "keywords::::::: ['said', 'would', 'plausible', 'deniability', 'feel like', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 351 ---------------------------------------\n",
      "Tweet::::::: RT @jonward11: Pence: Trump \"never said\" more nations should get nuclear weapons. \n",
      "\n",
      "But he did say that: https://t.co/9tVOOOX4q0\n",
      "keywords::::::: ['nuclear weapon', 'nation nuclear', 'said nation', 'weapon', 'Pence Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 352 ---------------------------------------\n",
      "Tweet::::::: RT @sherman4949: Pence: I'll defend anything Trump said\n",
      "Kaine: OK, go for it\n",
      "Pence: He didn't say any of the stuff he said. See? Done.\n",
      "keywords::::::: ['stuff said', 'said Done', 'didnt stuff', 'stuff', 'Done', 'Trump', 'Kaine', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 353 ---------------------------------------\n",
      "Tweet::::::: Quick: Someone ask Trump if he even knows where Raqqa is? #VPDebate\n",
      "keywords::::::: ['Raqqa', 'Quick Someone', 'Someone Trump', 'Trump even', 'even know', 'Trump', 'Raqqa']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 354 ---------------------------------------\n",
      "Tweet::::::: RT @dylanlscott: I feel like we should be more bothered that Mike Pence keeps saying that Donald Trump didn’t say things he definitely said.\n",
      "keywords::::::: ['feel like', 'like bothered', 'bothered Mike', 'Mike Pence', 'Pence keep', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 355 ---------------------------------------\n",
      "Tweet::::::: RT @timkaine: If Donald Trump was looking for a VP with the experience to implement his failed economic policies, it looks like he found hi…\n",
      "keywords::::::: ['look like', 'like found', 'like', 'found', 'Donald Trump', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 356 ---------------------------------------\n",
      "Tweet::::::: Everyone is flabbergasted that someone well spoken like pence would follow a crazy like trump. He's prob banking on becoming prez after all\n",
      "keywords::::::: ['like trump', 'trump prob', 'prob banking', 'banking becoming', 'becoming prez']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 357 ---------------------------------------\n",
      "Tweet::::::: RT @Evan_McMullin: Timeline: Donald Trump's praise for Vladimir Putin @CNNPolitics https://t.co/AA8FExXCoB\n",
      "keywords::::::: ['Putin', 'Timeline Donald', 'Donald Trumps', 'Trumps praise', 'praise Vladimir', 'Donald', 'Trumps', 'Vladimir', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 358 ---------------------------------------\n",
      "Tweet::::::: RT @Watchdogsniffer: #Trump has actually said he can predict the future. I guess that skill qualifies him for Foreign Policy. It's laughabl…\n",
      "keywords::::::: ['actually said', 'said predict', 'predict future', 'future guess', 'guess skill']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 359 ---------------------------------------\n",
      "Tweet::::::: RT @TheRickyDavila: Mike Pence: Trump supports our troops.\n",
      "\n",
      "Tim Kaine: How? He doesn't pay TAXES!\n",
      "\n",
      "Mike Pence: It's fine to change the subj…\n",
      "keywords::::::: ['support troop', 'troop Kaine', 'Kaine doesnt', 'doesnt TAXES', 'TAXES Mike', 'Mike', 'Pence', 'Trump', 'Kaine', 'Mike', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 360 ---------------------------------------\n",
      "Tweet::::::: RT @GeorgeTakei: Pence is left arguing that Trump did not say what everyone of course heard him say. He can't fix this mess.\n",
      "keywords::::::: ['course heard', 'heard cant', 'cant mess', 'left arguing', 'arguing Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 361 ---------------------------------------\n",
      "Tweet::::::: I expect VP candidates to fudge answers, but this debate is just turning @GovPenceIN into as much of a liar as Trump. Sad! #VPDebate\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['Trump', 'eect candidate', 'candidate fudge', 'fudge answer', 'answer debate', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 362 ---------------------------------------\n",
      "Tweet::::::: RT @Marmel: Mike Pence's only move is to bobble his head in the face of things Donald Trump has said.\n",
      "What a terrible job he has.\n",
      "keywords::::::: ['said', 'terrible', 'Mike Pences', 'Pences move', 'move bobble', 'Mike', 'Pences', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 363 ---------------------------------------\n",
      "Tweet::::::: Why will Putin respect a Trump-Pence administration. \n",
      "Pence: \"Strength.\"\n",
      "keywords::::::: ['Pence', 'Strength', 'Putin respect', 'respect TrumpPence', 'TrumpPence administration', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 364 ---------------------------------------\n",
      "Tweet::::::: RT @Scorpiomindz: Pence's refusal to defend Trump's positions or acknowledge things Trump has said hurts his case. #VPDebate\n",
      "keywords::::::: ['case', 'Pences refusal', 'refusal defend', 'defend Trumps', 'Trumps position', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 365 ---------------------------------------\n",
      "Tweet::::::: RT @fmanjoo: Pence has a good defense: “Those things you’re saying Trump has said are crazy! No one believes anyone would say such crazy th…\n",
      "keywords::::::: ['crazy belief', 'belief anyone', 'anyone would', 'would crazy', 'said crazy', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 366 ---------------------------------------\n",
      "Tweet::::::: Was Mike Pence chosen by Trump because they have very few policy positions in common?\n",
      " #vpdebate\n",
      "keywords::::::: ['position', 'common', 'Mike Pence', 'Pence chosen', 'chosen Trump', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 367 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Kaine gets in a dig about Manafort, Trump's businesses and his taxes in one riff. He's literally cramming in attack lines a…\n",
      "keywords::::::: ['attack line', 'cramming attack', 'literally cramming', 'riff literally', 'line', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 368 ---------------------------------------\n",
      "Tweet::::::: RT @J_L1212: Apparently Trump hasn't said anything he's actually said. #VPDebate\n",
      "keywords::::::: ['actually said', 'actually', 'Apparently Trump', 'Trump hasnt', 'hasnt said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 369 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Pence seems to almost be running with someone other than Donald Trump. https://t.co/KxhXztrH7V\n",
      "keywords::::::: ['Trump', 'Pence seems', 'seems almost', 'almost running', 'running someone', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 370 ---------------------------------------\n",
      "Tweet::::::: @mariashriver yes going to vote for Trump!\n",
      "keywords::::::: ['Trump', 'going vote', 'vote Trump', 'vote', 'going', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 371 ---------------------------------------\n",
      "Tweet::::::: RT @amaditalks: Pence's entire performance here is gaslighting us, claiming Trump said things he didn't or didn't say things he did. It's j…\n",
      "keywords::::::: ['didnt thing', 'thing didnt', 'didnt didnt', 'said thing', 'didnt', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 372 ---------------------------------------\n",
      "Tweet::::::: RT @jbarro: If I were Donald Trump's running mate, I would be incredulous about my situation, too. https://t.co/kHYMqgh7jI\n",
      "keywords::::::: ['running mate', 'mate would', 'would incredulous', 'incredulous situation', 'mate', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 373 ---------------------------------------\n",
      "Tweet::::::: How The Trump Campaign Weakened The Republican Platform On Aid To Ukraine\n",
      "\n",
      "https://t.co/iMPLnOuE9T\n",
      "keywords::::::: ['Ukraine', 'Trump Campaign', 'Campaign Weakened', 'Weakened Republican', 'Republican Platform', 'Trump', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 374 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: HOW MANY TIMES CAN MIKE PENCE LIE THAT TRUMP DIDN'T SAY THINGS HE LITERALLY SAID BEFORE A BLACK HOLE OPENS UP AND GRAVITY FA…\n",
      "keywords::::::: ['MIKE', 'PENCE', 'TRUMP', 'DIDNT', 'THINGS', 'MIKE']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 375 ---------------------------------------\n",
      "Tweet::::::: .@MikePence, the \"loyal soldier\" is you -- you deny what Trump says, lie about HRC, and weasel your way out of answering questions #VPDebate\n",
      "keywords::::::: ['question', 'loyal soldier', 'soldier deny', 'deny Trump', 'Trump say', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 376 ---------------------------------------\n",
      "Tweet::::::: RT @GMA: Fact-check: Kaine says \"debt explosion\" under Trump plan is bigger than anything Clinton has offered. Grade: True. https://t.co/kN…\n",
      "keywords::::::: ['plan bigger', 'bigger anything', 'anything Clinton', 'Clinton offered', 'offered Grade', 'Factcheck', 'Kaine', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 377 ---------------------------------------\n",
      "Tweet::::::: RT @JuddLegum: Dear Mike Pence:\n",
      "\n",
      "I've created this post with video of Trump saying terrifying about nuclear weapons.\n",
      "\n",
      "Enjoy!  \n",
      "\n",
      "https://t.c…\n",
      "keywords::::::: ['nuclear weapon', 'weapon Enjoy', 'terrifying nuclear', 'saying terrifying', 'post video', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 378 ---------------------------------------\n",
      "Tweet::::::: RT @maureenjohnson: Serious question: does Mike Pence actually KNOW Donald Trump because he seems really unfamiliar. #VPDebate\n",
      "keywords::::::: ['really', 'unfamiliar', 'Serious question', 'question Mike', 'Mike Pence', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 379 ---------------------------------------\n",
      "Tweet::::::: RT @StefanMolyneux: Kaine: “Trump should release his tax returns, because every president since Nixon has” - CALLING TRUMP PRESIDENT ALREAD…\n",
      "keywords::::::: ['release return', 'return every', 'every president', 'president since', 'since has', 'Kaine', '“', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 380 ---------------------------------------\n",
      "Tweet::::::: RT @KatyTurNBC: Kaine: More nuclear weapons? Pence: He never said that (Trump did. He told @HardballChris Saudi Arabia, S Korea, and Japan…\n",
      "keywords::::::: ['nuclear weapon', 'weapon Pence', 'Pence never', 'never said', 'said Trump', 'Kaine', 'Trump', 'Saudi', 'Arabia', 'Korea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 381 ---------------------------------------\n",
      "Tweet::::::: RT @postpolitics: A live-tweeting Trump just endorsed calling Kaine a Batman villain and RT'd an account that mentions white genocide\n",
      "https…\n",
      "keywords::::::: ['account', 'mention', 'white', 'genocide', 'livetweeting Trump', 'Trump', 'Kaine', 'Batman']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 382 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 383 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Pence seems to almost be running with someone other than Donald Trump. https://t.co/KxhXztrH7V\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['Trump', 'Pence seems', 'seems almost', 'almost running', 'running someone', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 384 ---------------------------------------\n",
      "Tweet::::::: RT @SenSanders: NEWS: Sanders Announces Bill to Close Tax Loopholes Used by Trump https://t.co/YxaJgJzhy5\n",
      "keywords::::::: ['Trump', 'NEWS Sanders', 'Sanders Announces', 'Announces Bill', 'Bill Close', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 385 ---------------------------------------\n",
      "Tweet::::::: RT @BuzzFeedNews: Trump Called Russia’s Invasion Of Ukraine “So Smart” In 2014 https://t.co/IfjeyrFvAn\n",
      "keywords::::::: ['Ukraine', 'Smart', '”', 'Trump Called', 'Called Russia', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 386 ---------------------------------------\n",
      "Tweet::::::: RT @joshgreenman: Hilarious to see Pence speak with a straight, grave face about cybersecurity after Trump asked Russia to hack a fellow Am…\n",
      "keywords::::::: ['Russia', 'hack', 'fellow', 'Hilarious Pence', 'Pence speak', 'Hilarious', 'Pence', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 387 ---------------------------------------\n",
      "Tweet::::::: RT @jbendery: Kaine: Trump didn't even know Russia invaded Crimea.\n",
      "Pence: \"Oh that's nonsense.\"\n",
      "\n",
      "See here: https://t.co/qjpOrdJmN7\n",
      "keywords::::::: ['thats nonsense', 'nonsense', 'Kaine Trump', 'Trump didnt', 'didnt even', 'Kaine', 'Trump', 'Russia', 'Crimea', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 388 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 389 ---------------------------------------\n",
      "Tweet::::::: Hillary and Kaine wearing red, Trump and Pence wearing blue. YOUR SUBLIMINAL BULLSHIT WON'T WORK ON ME WASHINGTON. #wakeup #sheeple\n",
      "keywords::::::: ['WASHINGTON', 'Hillary Kaine', 'Kaine wearing', 'wearing Trump', 'Trump Pence', 'Hillary', 'Kaine', 'Trump', 'Pence', 'WASHINGTON']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 390 ---------------------------------------\n",
      "Tweet::::::: Wow.  Moderator interrupts Pence when he brings up the Iran deal.  Now Kaine wants to talk about the Trump kids???? #VPDebate\n",
      "keywords::::::: ['Trump', 'kid', 'Moderator interrupt', 'interrupt Pence', 'Pence brings', 'Iran', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 391 ---------------------------------------\n",
      "Tweet::::::: RT @alivitali: Pence Says Trump Didn't Say Those Insults. He Did. https://t.co/TFpLtubQWh (via @janestreet) #VPdebate\n",
      "keywords::::::: ['Insults', 'Pence Says', 'Says Trump', 'Trump Didnt', 'Didnt Insults', 'Trump', 'Didnt', 'Insults']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 392 ---------------------------------------\n",
      "Tweet::::::: VP debate might be relevant. Hillary could die due to poor health and Trump is at risk of being assassinated.\n",
      "keywords::::::: ['Trump', 'risk', 'assassinated', 'debate might', 'might relevant', 'Hillary', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 393 ---------------------------------------\n",
      "Tweet::::::: @timkaine @HillaryClinton Trump has created tens of thousands of jobs. He made it possible for more troop support by investing.\n",
      "keywords::::::: ['support', 'investing', 'Trump created', 'created ten', 'ten thousand', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 394 ---------------------------------------\n",
      "Tweet::::::: RT @KyleKulinski: Mike Pence is gonna be pretty upset when he learns that Trump indeed said all the things he's claiming he didn't. #VPDeba…\n",
      "keywords::::::: ['claiming didnt', 'thing claiming', 'said thing', 'upset learns', 'learns Trump', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 395 ---------------------------------------\n",
      "Tweet::::::: RT @philipaklein: Pence and Trump are literally running on two different Russia policies.\n",
      "keywords::::::: ['running different', 'different Russia', 'Russia policy', 'literally running', 'policy', 'Pence', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 396 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 397 ---------------------------------------\n",
      "Tweet::::::: RT @ShaunKing: To be clear, Donald Trump doesn't have a problem with immigrants, he has a problem with immigrants OF COLOR - particularly L…\n",
      "keywords::::::: ['immigrant', 'COLOR', 'particularly', 'clear Donald', 'Donald Trump', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 398 ---------------------------------------\n",
      "Tweet::::::: Pence: I'll defend anything Trump said\n",
      "Kaine: OK, go for it\n",
      "Pence: He didn't say any of the stuff he said. See? Done. #VPDebate\n",
      "keywords::::::: ['stuff said', 'said Done', 'didnt stuff', 'stuff', 'Done', 'Trump', 'Kaine', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 399 ---------------------------------------\n",
      "Tweet::::::: .@mike_pence: \"Donald Trump is a strong leader who is going to lead with American strength. We're going to rebuild our military.\" #VPDebate\n",
      "keywords::::::: ['strong leader', 'leader going', 'going lead', 'lead American', 'American strength', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 400 ---------------------------------------\n",
      "Tweet::::::: \"Donald Trump is a strong leader\"\n",
      "\n",
      "I bet Donald Trump doesn't even lift\n",
      "keywords::::::: ['strong leader', 'leader Donald', 'Trump doesnt', 'doesnt even', 'even lift', 'Donald', 'Trump', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 401 ---------------------------------------\n",
      "Tweet::::::: Trump has business connections with Russian oligarques.\n",
      "keywords::::::: ['connection', 'Russian', 'oligarques', 'Trump business', 'business connection', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 402 ---------------------------------------\n",
      "Tweet::::::: RT @sullivanamy: Head is spinning trying to square Pence's tough language on Russia with reality of Trump campaign. #VPDebate\n",
      "keywords::::::: ['campaign', 'Head spinning', 'spinning trying', 'trying square', 'square Pences', 'Russia', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 403 ---------------------------------------\n",
      "Tweet::::::: RT @jpodhoretz: Kind of amazing that Pence keeps saying Trump didn't say things he said. The magical thinking is strong in this ticket.\n",
      "keywords::::::: ['strong ticket', 'thinking strong', 'magical thinking', 'said magical', 'thing said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 404 ---------------------------------------\n",
      "Tweet::::::: Kaine isn't insulting Trump. He is repeating everything Trump has said. If it sounds insulting, maybe you should... https://t.co/uD3KHIGzNG\n",
      "keywords::::::: ['maybe', 'Kaine isnt', 'isnt insulting', 'insulting Trump', 'Trump repeating', 'Kaine', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 405 ---------------------------------------\n",
      "Tweet::::::: RT @jbouie: \"I'll defend anything Donald Trump says.\"\n",
      "\n",
      "\"Trump says more countries should have nukes. Here is the date stamp.\"\n",
      "\n",
      "\"He didn't s…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['stamp didnt', 'date stamp', 'nuke date', 'country nuke', 'didnt', 'Donald', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 406 ---------------------------------------\n",
      "Tweet::::::: RT @onlxn: RYAN: He's going after Russia.\n",
      "TRUMP: Yeah, that's not good--\n",
      "(click)\n",
      "TRUMP: --uh boy.\n",
      "PUTIN: Donalt.\n",
      "TRUMP: Hey, Poots.\n",
      "RYAN:\n",
      "keywords::::::: ['Poots', 'RYAN going', 'going Russia', 'Russia TRUMP', 'TRUMP Yeah', 'RYAN', 'Russia', 'Poots', 'RYAN']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 407 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Kaine gets in a dig about Manafort, Trump's businesses and his taxes in one riff. He's literally cramming in attack lines a…\n",
      "keywords::::::: ['attack line', 'cramming attack', 'literally cramming', 'riff literally', 'line', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 408 ---------------------------------------\n",
      "Tweet::::::: RT @MSNBC: Pence has defended Trump's praise of Putin https://t.co/TZZmsFZWZz #VPDebate #Decision2016 https://t.co/oCDszvt2tL\n",
      "keywords::::::: ['Putin', 'Pence defended', 'defended Trumps', 'Trumps praise', 'praise Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 409 ---------------------------------------\n",
      "Tweet::::::: RT @GeorgiaBlue01: Now #Pence mentions #Putin moving into Crimea when Trump won't acknowledge he has\n",
      "keywords::::::: ['acknowledge', 'mention moving', 'moving Crimea', 'Crimea Trump', 'Trump wont', 'Crimea', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 410 ---------------------------------------\n",
      "Tweet::::::: RT @KatyTurNBC: Kaine: More nuclear weapons? Pence: He never said that (Trump did. He told @HardballChris Saudi Arabia, S Korea, and Japan…\n",
      "keywords::::::: ['nuclear weapon', 'weapon Pence', 'Pence never', 'never said', 'said Trump', 'Kaine', 'Trump', 'Saudi', 'Arabia', 'Korea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 411 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Kaine cites Reagan on stopping nuclear proliferation, says Trump is the madman Reagan warned about. Pence: \"Senator, that's…\n",
      "keywords::::::: ['Pence', 'Senator', 'thats…', 'Kaine cite', 'cite Reagan', 'Kaine', 'Reagan', 'Trump', 'Reagan']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 412 ---------------------------------------\n",
      "Tweet::::::: RT @thehill: \"The fall of Trump\" https://t.co/alZURfPJdj https://t.co/RPPu7ArTqR\n",
      "keywords::::::: ['Trump', 'fall Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 413 ---------------------------------------\n",
      "Tweet::::::: RT @baseballcrank: Pence is beating Kaine, but Kaine is beating Trump. And that's the tragedy of this election.\n",
      "keywords::::::: ['election', 'Pence beating', 'beating Kaine', 'Kaine Kaine', 'Kaine beating', 'Kaine', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 414 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 415 ---------------------------------------\n",
      "Tweet::::::: #TRUMP/PENCE administration equals strength!!! #VPDebate 🇺🇸\n",
      "keywords::::::: ['strength', 'PENCE administration', 'administration equal', 'equal strength', 'administration']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 416 ---------------------------------------\n",
      "Tweet::::::: If Trump gets assassinated when he gets elected, I hope Pence and Paul Ryan get assassinated too. (Is that too far?)\n",
      "keywords::::::: ['Ryan', 'Trump get', 'get assassinated', 'assassinated get', 'get elected', 'Trump', 'Paul', 'Ryan']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 417 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence shakes his head in incredulity every time Kaine quotes things that Trump has said\n",
      "keywords::::::: ['quote thing', 'thing Trump', 'Trump said', 'head incredulity', 'incredulity every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 418 ---------------------------------------\n",
      "Tweet::::::: RT @literally_trump: Donald Trump said Putin is a better leader than President Obama. And his running mate agrees. https://t.co/kRD9vG1Wq0\n",
      "keywords::::::: ['mate agrees', 'running mate', 'better leader', 'leader President', 'President Obama', 'Donald', 'Trump', 'Putin', 'Obama']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 419 ---------------------------------------\n",
      "Tweet::::::: RT @FrankLuntz: Tim Kaine is trying to use Donald Trump's own words, but the hits aren't landing because my group thinks they're out of con…\n",
      "keywords::::::: ['think theyre', 'theyre con…', 'group think', 'landing group', 'arent landing', 'Kaine', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 420 ---------------------------------------\n",
      "Tweet::::::: RT @brianbeutler: Kaine calling out Pence, accurately, for refusing repeatedly to defend Trump’s position.\n",
      "keywords::::::: ['repeatedly defend', 'defend Trump', 'Trump ’', '’ s', 's position', 'Kaine', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 421 ---------------------------------------\n",
      "Tweet::::::: RT @ericbolling: Can't wait for Hillary supporters who have a problem with Trump's demeanor attempt to defend Tim Kaine's obnoxious #VPDeba…\n",
      "keywords::::::: ['defend', 'Kaines', 'obnoxious', 'Cant wait', 'wait Hillary', 'Hillary']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 422 ---------------------------------------\n",
      "Tweet::::::: @ColumbiaBugle @GovPenceIN because #Trump was to badass!!!! https://t.co/7KCNL89Nzo\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 423 ---------------------------------------\n",
      "Tweet::::::: RT @SeanCWalsh: Pence keeps denying he's not defending Kaine's Trump digs, then not defending them. #VPDebate\n",
      "keywords::::::: ['Trump', 'dig', 'Pence keep', 'keep denying', 'denying defending', 'Kaines', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 424 ---------------------------------------\n",
      "Tweet::::::: RT @CloydRivers: I’m voting for:\n",
      "◻️ Trump - Pence\n",
      "◻️ Hillary - Kaine\n",
      "✔️ Maverick - Goose\n",
      "Merica.\n",
      "\n",
      "NEW tees at https://t.co/wMvkUMxCCD now.…\n",
      "keywords::::::: ['Merica', 'tee', 'now…', 'voting Trump', 'Trump Pence', 'Trump', 'Pence', 'Hillary', 'Kaine', 'Maverick', 'Goose', 'Merica']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 425 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 426 ---------------------------------------\n",
      "Tweet::::::: RT @TIME: \"Donald Trump's many, many, many, many ties to Russia\" https://t.co/WRIiIwxXAf\n",
      "keywords::::::: ['Russia', 'Donald Trumps', 'Trumps many', 'many many', 'many tie', 'Donald', 'Trumps', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 427 ---------------------------------------\n",
      "Tweet::::::: RT @KenTremendous: There's nothing cuter than Mike Pence trying to assert that Clinton is more low-brow than Trump.\n",
      "keywords::::::: ['Trump', 'Theres nothing', 'nothing cuter', 'cuter Mike', 'Mike Pence', 'Mike', 'Pence', 'Clinton', 'Trump']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 428 ---------------------------------------\n",
      "Tweet::::::: RT @JuddLegum: Dear Mike Pence:\n",
      "\n",
      "I've created this post with video of Trump saying terrifying about nuclear weapons.\n",
      "\n",
      "Enjoy!  \n",
      "\n",
      "https://t.c…\n",
      "keywords::::::: ['nuclear weapon', 'weapon Enjoy', 'terrifying nuclear', 'saying terrifying', 'post video', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 429 ---------------------------------------\n",
      "Tweet::::::: RT @RufusKings1776: @realDonaldTrump \n",
      "TRUMP: \"We have to accept migrants here because they’re living in HELL in Syria.\"\n",
      "Donald Trump is a m…\n",
      "keywords::::::: ['Trump', 'TRUMP accept', 'accept migrant', 'migrant they', 'they ’', 'TRUMP', 'Syria', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 430 ---------------------------------------\n",
      "Tweet::::::: RT @GMA: Fact-check: Kaine says \"debt explosion\" under Trump plan is bigger than anything Clinton has offered. Grade: True. https://t.co/kN…\n",
      "keywords::::::: ['plan bigger', 'bigger anything', 'anything Clinton', 'Clinton offered', 'offered Grade', 'Factcheck', 'Kaine', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 431 ---------------------------------------\n",
      "Tweet::::::: RT @HeyMPT: Obviously, Mike Pence thinks Trump is an idiot too.\n",
      "keywords::::::: ['idiot', 'Obviously Mike', 'Mike Pence', 'Pence think', 'think Trump', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 432 ---------------------------------------\n",
      "Tweet::::::: RT @cocainezayn: WOMEN CAN STOP TRUMP LADIES https://t.co/EQeqgh70pa\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 433 ---------------------------------------\n",
      "Tweet::::::: RT @ABCPolitics: Fact-check: Kaine says \"debt explosion\" under Trump plan is bigger than anything Clinton has offered. Grade: True https://…\n",
      "keywords::::::: ['plan bigger', 'bigger anything', 'anything Clinton', 'Clinton offered', 'offered Grade', 'Factcheck', 'Kaine', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 434 ---------------------------------------\n",
      "Tweet::::::: RT @TrumpHeliRides2: Does #Kainewreck have adult ADD? He keeps on \"MUH TRUMP TAXES\" and \"MUH RAYCISSM\" and makes no valid points in this #V…\n",
      "keywords::::::: ['point', 'adult keep', 'keep TRUMP', 'TRUMP TAXES', 'TAXES RAYCISSM']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 435 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 436 ---------------------------------------\n",
      "Tweet::::::: Pence says Putin will respect Trump/Pence because of \"strength.\"  Who got Bin Laden?  #NeverTrump\n",
      "\n",
      "#vicepresidentialdebate\n",
      "keywords::::::: ['Laden', 'Pence say', 'say Putin', 'Putin respect', 'respect TrumpPence', 'Putin', 'Laden']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 437 ---------------------------------------\n",
      "Tweet::::::: RT @jimsciutto: \"So it's smart not to pay for our military...smart not to pay for our teachers &amp; I guess the rest of us are stupid\" #Kaine…\n",
      "keywords::::::: ['guess', 'rest', 'stupid', 'smart militarysmart', 'militarysmart teacher']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 438 ---------------------------------------\n",
      "Tweet::::::: RT @J_L1212: Apparently Trump hasn't said anything he's actually said. #VPDebate\n",
      "keywords::::::: ['actually said', 'actually', 'Apparently Trump', 'Trump hasnt', 'hasnt said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 439 ---------------------------------------\n",
      "Tweet::::::: RT @AJ_Ski_Bum: I'd give my husband #Trump's message about #PTSD but he died by suicide 3yrs ago &amp; I have to drive 5hrs to his grave https:…\n",
      "keywords::::::: ['drive grave', 'suicide drive', 'died suicide', 'message died', 'husband message']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 440 ---------------------------------------\n",
      "Tweet::::::: RT @sullivanamy: Head is spinning trying to square Pence's tough language on Russia with reality of Trump campaign. #VPDebate\n",
      "keywords::::::: ['tough language', 'language Russia', 'Russia reality', 'reality Trump', 'Trump campaign', 'Russia', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 441 ---------------------------------------\n",
      "Tweet::::::: Pence would be doing well in this debate - if he wasn't running with Trump. Every time he makes a strong argument, he has to defend Trump\n",
      "keywords::::::: ['defend', 'Pence would', 'would well', 'well debate', 'debate wasnt', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 442 ---------------------------------------\n",
      "Tweet::::::: RT @gopquay: If we played a drinking game on how many times Kaine mentioned Donald Trump or his taxes, we'd all have alcohol poisoning #VPD…\n",
      "keywords::::::: ['alcohol poisoning', 'drinking game', 'game many', 'many time', 'time Kaine', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 443 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Pence seems to almost be running with someone other than Donald Trump. https://t.co/KxhXztrH7V\n",
      "keywords::::::: ['Trump', 'Pence seems', 'seems almost', 'almost running', 'running someone', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 444 ---------------------------------------\n",
      "Tweet::::::: RT @jbendery: Kaine: Trump didn't even know Russia invaded Crimea.\n",
      "Pence: \"Oh that's nonsense.\"\n",
      "\n",
      "See here: https://t.co/qjpOrdJmN7\n",
      "keywords::::::: ['thats nonsense', 'nonsense', 'Kaine Trump', 'Trump didnt', 'didnt even', 'Kaine', 'Trump', 'Russia', 'Crimea', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 445 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Yes, Trump and Pence are running an insult-driven campaign.\n",
      "\n",
      "Donald's literally doing it right now. #VPDebate\n",
      "https://t…\n",
      "keywords::::::: ['literally right', 'insultdriven campaign', 'campaign Donalds', 'Donalds literally', 'running insultdriven', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 446 ---------------------------------------\n",
      "Tweet::::::: RT @RoanParrish: why there is no innocent vote for trump\n",
      "\n",
      "“If you support Trump, you are a White Supremacist. Full stop.” https://t.co/AQlD…\n",
      "keywords::::::: ['trump support', 'support Trump', 'Trump White', 'White Supremacist', 'Supremacist Full', 'Trump', 'White', 'Supremacist']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 447 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: Trump believes US cities are hellholes filled w/drug addicts, mentally ill. His solution is to take away healthcare, add…\n",
      "keywords::::::: ['belief', 'city', 'hellhole', 'filled', 'wdrug', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 448 ---------------------------------------\n",
      "Tweet::::::: RT @ron65ron: .@13NewsNow Donald Trump DOESN'T SUPPORT OUR TROOPS. I'm a US veteran and I know!\n",
      "keywords::::::: ['know', 'Donald Trump', 'Trump DOESNT', 'DOESNT SUPPORT', 'SUPPORT TROOPS', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 449 ---------------------------------------\n",
      "Tweet::::::: RT @VictorBlackwell: Trump to @nytimes: \"If Japan had that nuclear threat, I’m not sure that would be a bad thing for us.”   https://t.co/z…\n",
      "keywords::::::: ['thing', 'Trump Japan', 'Japan nuclear', 'nuclear threat', 'threat sure', 'Trump', 'Japan']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 450 ---------------------------------------\n",
      "Tweet::::::: RT @devincf: The only protest vote that is morally acceptable this year is FOR Hillary Clinton and protesting white supremacy and evil of T…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['white', 'supremacy', 'evil', 'protest vote', 'vote morally', 'Hillary', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 451 ---------------------------------------\n",
      "Tweet::::::: RT @LOLGOP: Mike Pence hasn't defended Donald Trump but he has described this cool, practical invisible friend he calls Donald Trump.\n",
      "keywords::::::: ['described', 'cool', 'practical', 'invisible', 'friend', 'Mike', 'Pence', 'Donald', 'Trump', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 452 ---------------------------------------\n",
      "Tweet::::::: Mike Pence just named the U.S. as the greatest country on Earth. Why doesn't Trump agree?\n",
      "\n",
      "#VPDebate https://t.co/yuUOZRRDtW\n",
      "keywords::::::: ['agree', 'Mike Pence', 'Pence named', 'named greatest', 'greatest country', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 453 ---------------------------------------\n",
      "Tweet::::::: \"Donald Trump was born on flag day\" \"That's nonsense\"\n",
      "keywords::::::: ['nonsense', 'Donald Trump', 'Trump born', 'born flag', 'flag Thats', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 454 ---------------------------------------\n",
      "Tweet::::::: RT @ObsoleteDogma: There are only two possibilities:\n",
      "\n",
      "1) Pence isn’t aware of anything Trump has said in the last year \n",
      "\n",
      "OR\n",
      "\n",
      "2) He’s lying…\n",
      "keywords::::::: ['year', 'He', 's', 'lying…', 'possibility Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 455 ---------------------------------------\n",
      "Tweet::::::: RT @lostdogs20: How can Pence say that Trump hasn't praised Putin? #VPDebate #msnbc\n",
      "keywords::::::: ['Putin', 'Pence Trump', 'Trump hasnt', 'hasnt praised', 'praised Putin', 'Pence', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 456 ---------------------------------------\n",
      "Tweet::::::: AC went bad for lots of reasons, but Trump did employ lots of my neighbors n friends.. https://t.co/emo5AeuGKE\n",
      "keywords::::::: ['friend', 'went lot', 'lot reason', 'reason Trump', 'Trump employ', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 457 ---------------------------------------\n",
      "Tweet::::::: RT @SooperMexican: Imagine if Mike Pence was debating and not having to defend idiocies of that clown Trump. He'd destroy Tim Kaine. #VPDeb…\n",
      "keywords::::::: ['Kaine', 'Imagine Mike', 'Mike Pence', 'Pence debating', 'debating defend', 'Mike', 'Pence', 'Trump', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 458 ---------------------------------------\n",
      "Tweet::::::: RT @AdamParkhomenko: Important reminder — Trump may have avoided paying taxes for 18 years. *Literally* not supporting our troops, our vete…\n",
      "keywords::::::: ['troop', 'vete…', 'Important reminder', 'reminder Trump', 'Trump avoided', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 459 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Our veterans know the true meaning of sacrifice and honor.\n",
      "\n",
      "Donald Trump doesn't have a clue. https://t.co/OeLA6figzW\n",
      "keywords::::::: ['know true', 'true meaning', 'meaning sacrifice', 'sacrifice honor', 'honor Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 460 ---------------------------------------\n",
      "Tweet::::::: RT @BobbyBigWheel: KAINE: [repeats something Donald Trump said]\n",
      "PENCE: This is an insult-driven campaign!\n",
      "keywords::::::: ['insultdriven campaign', 'campaign', 'KAINE repeat', 'repeat something', 'something Donald', 'KAINE', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 461 ---------------------------------------\n",
      "Tweet::::::: RT @NerdyWonka: With a running mate like Trump, he's spent the past few months honing his skill of evading questions. #VPDebate \n",
      "\n",
      "https://t…\n",
      "keywords::::::: ['running mate', 'mate like', 'like Trump', 'Trump spent', 'spent past', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 462 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 463 ---------------------------------------\n",
      "Tweet::::::: RT @alivitali: Pence Says Trump Didn't Say Those Insults. He Did. https://t.co/TFpLtubQWh (via @janestreet) #VPdebate\n",
      "keywords::::::: ['Insults', 'Pence Says', 'Says Trump', 'Trump Didnt', 'Didnt Insults', 'Trump', 'Didnt', 'Insults']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 464 ---------------------------------------\n",
      "Tweet::::::: RT @imuszero: I know many liberals, they're not all idiots &amp; they'll see #TimKaine is a moron &amp; they will wake up &amp; secretly vote for #trum…\n",
      "keywords::::::: ['vote', 'know many', 'many liberal', 'liberal theyre', 'theyre idiot']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 465 ---------------------------------------\n",
      "Tweet::::::: RT @TonyFratto: The funniest parts of both Trump and Pence are when they flat-out deny actual Trump quotes.  #VPDebate\n",
      "keywords::::::: ['deny actual', 'actual Trump', 'Trump quote', 'flatout deny', 'quote', 'Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 466 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 467 ---------------------------------------\n",
      "Tweet::::::: It's actually kind of sad to see Pence try to defend Donald Trump's own words. That's got to be a tough job for anyone. #VPDebate2016\n",
      "keywords::::::: ['tough', 'anyone', 'actually kind', 'kind Pence', 'Pence defend', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 468 ---------------------------------------\n",
      "Tweet::::::: Someone tell Pence the difference b/w insults &amp; factual statements. Kaine states things Trump has said/done, &amp; it hurts Pence's feelings lol\n",
      "keywords::::::: ['feeling', 'Someone tell', 'tell Pence', 'Pence difference', 'difference insult', 'Kaine', 'Trump', 'Pences']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 469 ---------------------------------------\n",
      "Tweet::::::: RT @nowthisnews: Michelle Obama is an expert at trolling Donald Trump\n",
      "\n",
      "*Mic taps* are the new *mic drops* https://t.co/6Rv2k4cW0Y\n",
      "keywords::::::: ['Trump', 'tap', 'drop', 'Michelle Obama', 'Obama eert', 'Michelle', 'Obama', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 470 ---------------------------------------\n",
      "Tweet::::::: RT @JOMainEvent: Pence and probably 50+ Million people are watching what We Trump supporters have to deal with when debating liberals! We w…\n",
      "keywords::::::: ['liberal', 'Pence probably', 'probably Million', 'Million people', 'people watching', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 471 ---------------------------------------\n",
      "Tweet::::::: RT @jpodhoretz: Mike Pence doing a great job attacking Trump\n",
      "keywords::::::: ['Trump', 'Mike Pence', 'Pence great', 'great attacking', 'attacking Trump', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 472 ---------------------------------------\n",
      "Tweet::::::: RT @TheBriefing2016: Mike Pence denied that Donald Trump would put a ban on Muslims. \n",
      "\n",
      "It's still on their website. https://t.co/WKJcZLvPrQ…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['website', 'Mike Pence', 'Pence denied', 'denied Donald', 'Donald Trump', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 473 ---------------------------------------\n",
      "Tweet::::::: RT @ObsoleteDogma: There are only two possibilities:\n",
      "\n",
      "1) Pence isn’t aware of anything Trump has said in the last year \n",
      "\n",
      "OR\n",
      "\n",
      "2) He’s lying…\n",
      "keywords::::::: ['year', 'He', 's', 'lying…', 'possibility Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 474 ---------------------------------------\n",
      "Tweet::::::: Big WTF from pres debate was Trump's temperment crap.. For VP debate it will be Pence's myth he's part of a high road campaign. #VPDebate\n",
      "keywords::::::: ['campaign', 'pres debate', 'debate Trumps', 'Trumps temperment', 'temperment crap', 'Pences']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 475 ---------------------------------------\n",
      "Tweet::::::: RT @goldengateblond: \"I can't believe Hillary called half our voters deplorable!\" said Mike Pence. Here's Trump calling half the COUNTRY de…\n",
      "keywords::::::: ['calling half', 'half COUNTRY', 'deplorable said', 'said Mike', 'Mike Pence', 'Hillary', 'Mike', 'Pence', 'Heres', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 476 ---------------------------------------\n",
      "Tweet::::::: RT @Green_Footballs: Pence snickers when Kaine accurately quotes Trump saying \"NATO is obsolete.\" https://t.co/thUIxumOA6 https://t.co/VAQY…\n",
      "keywords::::::: ['NATO', 'obsolete', 'Pence snicker', 'snicker Kaine', 'Kaine accurately', 'Kaine', 'Trump', 'NATO']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 477 ---------------------------------------\n",
      "Tweet::::::: RT @MaxBoot: Newsflash to Pence: a head shake isn't an actual defense of Trump's indefensible positions.\n",
      "keywords::::::: ['indefensible position', 'actual defense', 'defense Trumps', 'Trumps indefensible', 'isnt actual', 'Newsflash', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 478 ---------------------------------------\n",
      "Tweet::::::: RT @RWTQuotes: Mike Pence denied Trump's claim that more countries should have nuclear weapons. https://t.co/o7xXErzpj5 https://t.co/r1uZBE…\n",
      "keywords::::::: ['nuclear weapon', 'weapon', 'Mike Pence', 'Pence denied', 'denied Trumps', 'Mike', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 479 ---------------------------------------\n",
      "Tweet::::::: RT @adage: What's worse for @realDonaldTrump? The @nytimes tax bombshell? Or @AlecBaldwin? https://t.co/nWAzwRgzRH https://t.co/psIJi70mWG\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 480 ---------------------------------------\n",
      "Tweet::::::: RT @SopanDeb: Here's what Trump said on Japan and nukes: \n",
      "https://t.co/sHO74N9yOF https://t.co/sSItTwuofP\n",
      "keywords::::::: ['nuke', 'Heres Trump', 'Trump said', 'said Japan', 'Japan nuke', 'Heres', 'Trump', 'Japan']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 481 ---------------------------------------\n",
      "Tweet::::::: RT @JYSexton: Tomorrow we'll hear about this debate from so many outlets that won't mention how many times Pence lied about Trump.\n",
      "keywords::::::: ['Trump', 'Tomorrow well', 'well hear', 'hear debate', 'debate many', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 482 ---------------------------------------\n",
      "Tweet::::::: RT @urbaninstitute: \"A dizzying array of tax write-offs for real estate development...can all help build up tax losses.\" https://t.co/qmt2d…\n",
      "keywords::::::: ['loss', 'dizzying array', 'array writeoffs', 'writeoffs real', 'real estate']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 483 ---------------------------------------\n",
      "Tweet::::::: The only answer for any question to Kaine regarding \"what is your plan\" whether economic, or foreign policy is Trump's taxes. #VPDebate \n",
      ".\n",
      "keywords::::::: ['foreign policy', 'policy Trumps', 'Trumps tax', 'policy', 'Trumps', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 484 ---------------------------------------\n",
      "Tweet::::::: RT @TIME: \"Donald Trump's many, many, many, many ties to Russia\" https://t.co/WRIiIwxXAf\n",
      "keywords::::::: ['Russia', 'Donald Trumps', 'Trumps many', 'many many', 'many tie', 'Donald', 'Trumps', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 485 ---------------------------------------\n",
      "Tweet::::::: RT @MaxBoot: Newsflash to Pence: a head shake isn't an actual defense of Trump's indefensible positions.\n",
      "keywords::::::: ['indefensible position', 'actual defense', 'defense Trumps', 'Trumps indefensible', 'isnt actual', 'Newsflash', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 486 ---------------------------------------\n",
      "Tweet::::::: @johnastoehr @SueSmith587 Trump made money on 9/11\n",
      "keywords::::::: ['Trump', 'made', 'money', 'Trump made', 'made money', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 487 ---------------------------------------\n",
      "Tweet::::::: RT @JonahNRO: Pence winning the debate hands down. But his denials that Trump said XYZ will be re-litigated in the press for next 96 hours.\n",
      "keywords::::::: ['relitigated press', 'press next', 'next hour', 'said relitigated', 'hand denial', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 488 ---------------------------------------\n",
      "Tweet::::::: RT @vjesmith1: The only time Trump will be tough on Russia is when he is in bed with Putin.\n",
      "keywords::::::: ['Putin', 'time Trump', 'Trump tough', 'tough Russia', 'Russia Putin', 'Trump', 'Russia', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 489 ---------------------------------------\n",
      "Tweet::::::: RT @ABC: Fact-check: Kaine says \"debt explosion\" under Trump plan is bigger than anything Clinton has offered. Grade: True. https://t.co/y6…\n",
      "keywords::::::: ['plan bigger', 'bigger anything', 'anything Clinton', 'Clinton offered', 'offered Grade', 'Factcheck', 'Kaine', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 490 ---------------------------------------\n",
      "Tweet::::::: RT @ABCPolitics: Fact-check: Kaine says \"debt explosion\" under Trump plan is bigger than anything Clinton has offered. Grade: True https://…\n",
      "keywords::::::: ['plan bigger', 'bigger anything', 'anything Clinton', 'Clinton offered', 'offered Grade', 'Factcheck', 'Kaine', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 491 ---------------------------------------\n",
      "Tweet::::::: RT @ogvhs: Just FYI - @realdonaldtrump &lt;3 Putin https://t.co/NOLgbZj523\n",
      "keywords::::::: ['Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 492 ---------------------------------------\n",
      "Tweet::::::: RT @markos: Wait, Russia is BAD now? Pence and Trump should huddle to get on the same page.\n",
      "keywords::::::: ['huddle page', 'page', 'Wait Russia', 'Russia Pence', 'Pence Trump', 'Russia', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 493 ---------------------------------------\n",
      "Tweet::::::: RT @nur_isa17: Pence's claims support the fact that Trump is an embodiment of the Republican Party, just in a more unintelligent form #VPDe…\n",
      "keywords::::::: ['Party', 'unintelligent', 'form', 'Pences claim', 'claim support', 'Trump', 'Republican', 'Party']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 494 ---------------------------------------\n",
      "Tweet::::::: RT @mckaycoppins: Kaine is not wrong that Pence has consistently avoided defending Trump tonight.\n",
      "keywords::::::: ['tonight', 'Kaine wrong', 'wrong Pence', 'Pence consistently', 'consistently avoided', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 495 ---------------------------------------\n",
      "Tweet::::::: RT @jonfavs: Kaine hammering home the theme of the debate: \n",
      "\n",
      "Pence refuses to defend Trump's positions and comments, because he can't.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['position comment', 'comment cant', 'refuse defend', 'defend Trumps', 'Trumps position', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 496 ---------------------------------------\n",
      "Tweet::::::: I think Kaine has interrupted Pence more than Trump did to Hillary, and that's actually impressive\n",
      "keywords::::::: ['impressive', 'think Kaine', 'Kaine interrupted', 'interrupted Pence', 'Pence Trump', 'Kaine', 'Pence', 'Trump', 'Hillary']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 497 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 498 ---------------------------------------\n",
      "Tweet::::::: RT @benjaminwittes: The thing about this impressive Pence performance is that he is spending a lot of time flat out lying about what Trump…\n",
      "keywords::::::: ['lying', 'Trump…', 'thing impressive', 'impressive Pence', 'Pence performance']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 499 ---------------------------------------\n",
      "Tweet::::::: RT @charliekirk11: Trump paid tens of millions in payroll taxes every year. The fact he doesn't pay taxes is total Bs. #VPDebate\n",
      "keywords::::::: ['doesnt', 'total', 'Trump paid', 'paid ten', 'ten million', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 500 ---------------------------------------\n",
      "Tweet::::::: RT @paulkrugman: Big question: If Trump loses, then claims election was stolen, what do establishment GOPers do? Responsible behavior = pri…\n",
      "keywords::::::: ['election', 'stolen', 'establishment', 'GOPers', 'Responsible', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 501 ---------------------------------------\n",
      "Tweet::::::: RT @CNNPolitics: Kaine on nuclear weapons: Trump could be the \"fool or maniac\" who triggers a \"catastrophic event\" #VPDebate https://t.co/M…\n",
      "keywords::::::: ['fool maniac', 'maniac trigger', 'trigger catastrophic', 'catastrophic event', 'nuclear weapon', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 502 ---------------------------------------\n",
      "Tweet::::::: RT @the_moviebob: Pence contradicting everything Trump is supposed to be for is going to make a great ad.\n",
      "keywords::::::: ['make great', 'going make', 'supposed going', 'great', 'Pence contradicting', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 503 ---------------------------------------\n",
      "Tweet::::::: RT @OccupyDemocrats: Donald Trump proposes to get rid of 16 million people &amp; 4.5 million people with birthright citizenship and make deport…\n",
      "keywords::::::: ['million people', 'people million', 'people birthright', 'birthright citizenship', 'citizenship make', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 504 ---------------------------------------\n",
      "Tweet::::::: RT @thenateralph: If you believe the Clinton campaign is more insult driven than the Trump campaign, you probably graduated from Trump Univ…\n",
      "keywords::::::: ['probably graduated', 'graduated Trump', 'Trump Univ…', 'campaign probably', 'insult driven', 'Clinton', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 505 ---------------------------------------\n",
      "Tweet::::::: RT @KevinMKruse: \"I'm very happy to defend Donald Trump,\" says the man who has just spent 67 minutes finding every way possible to avoid do…\n",
      "keywords::::::: ['possible avoid', 'minute finding', 'finding every', 'every possible', 'spent minute', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 506 ---------------------------------------\n",
      "Tweet::::::: RT @TonyFratto: The funniest parts of both Trump and Pence are when they flat-out deny actual Trump quotes.  #VPDebate\n",
      "keywords::::::: ['deny actual', 'actual Trump', 'Trump quote', 'flatout deny', 'quote', 'Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 507 ---------------------------------------\n",
      "Tweet::::::: RT @SopanDeb: This is the Crimea exchange Kaine just referenced with Trump and @ThisWeekABC on 7-31-16: https://t.co/hhq8Qm0e8R\n",
      "keywords::::::: ['Trump', '3116', 'Crimea exchange', 'exchange Kaine', 'Kaine referenced', 'Crimea', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 508 ---------------------------------------\n",
      "Tweet::::::: RT @HireMeImFunny: Mike Pence has literally never met Donald Trump. #VPDebate https://t.co/o9L15JgRC7\n",
      "keywords::::::: ['Trump', 'Mike Pence', 'Pence literally', 'literally never', 'never Donald', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 509 ---------------------------------------\n",
      "Tweet::::::: RT @brianefallon: Pence is shaking his head as Kaine points out Trump didn't realize Russia was already in Ukraine. It is indisputable that…\n",
      "keywords::::::: ['shaking head', 'head Kaine', 'Kaine point', 'point Trump', 'Trump didnt', 'Kaine', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 510 ---------------------------------------\n",
      "Tweet::::::: Your 2020 Republican nominee for the President of the United States, Mike Pence (cuz he's sure as hell diverging from Trump) #VPDebate\n",
      "keywords::::::: ['Trump', 'Republican nominee', 'nominee President', 'President United', 'United States', 'United', 'States', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 511 ---------------------------------------\n",
      "Tweet::::::: RT @behindyourback: Trump is a fucking crazy egomaniac. Pence is an evil opportunist. Together they should be living in an igloo bunker try…\n",
      "keywords::::::: ['living', 'igloo', 'bunker', 'try…', 'Trump fucking', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 512 ---------------------------------------\n",
      "Tweet::::::: RT @angela_rye: Pence is saying \"that's nonsense\" to things Trump said. I would agree...it IS nonsense! #VPDebate\n",
      "keywords::::::: ['thats nonsense', 'nonsense thing', 'thing Trump', 'Trump said', 'said would', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 513 ---------------------------------------\n",
      "Tweet::::::: Moderator: How will you fix the clown problem?\n",
      "Mike Pence: I-\n",
      "Tim Kaine *interrupts*: BUT WHAT ABOUT TRUMP'S TAXES??\n",
      "#VPDebate\n",
      "keywords::::::: ['interrupt', 'TRUMPS', 'TAXES', 'Moderator clown', 'clown problem', 'Mike', 'Pence', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 514 ---------------------------------------\n",
      "Tweet::::::: RT @jbendery: Kaine: Trump didn't even know Russia invaded Crimea.\n",
      "Pence: \"Oh that's nonsense.\"\n",
      "\n",
      "See here: https://t.co/qjpOrdJmN7\n",
      "keywords::::::: ['thats nonsense', 'nonsense', 'Kaine Trump', 'Trump didnt', 'didnt even', 'Kaine', 'Trump', 'Russia', 'Crimea', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 515 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 516 ---------------------------------------\n",
      "Tweet::::::: RT @RoyalHoeliness: You can see Pence re-evaluating his life choices as Kaine fact checks Trump. #VPDebate\n",
      "keywords::::::: ['fact check', 'check Trump', 'Trump', 'Pence reevaluating', 'reevaluating life', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 517 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 518 ---------------------------------------\n",
      "Tweet::::::: RT @KevinMKruse: \"I'm very happy to defend Donald Trump,\" says the man who has just spent 67 minutes finding every way possible to avoid do…\n",
      "keywords::::::: ['possible avoid', 'minute finding', 'finding every', 'every possible', 'spent minute', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 519 ---------------------------------------\n",
      "Tweet::::::: RT @patrioticpepe: @realDonaldTrump SO MUCH MEDIA SLANDER AGAINST TRUMP! DON'T TRUST THEM!!!!!! #TrumpPence16\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 520 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 521 ---------------------------------------\n",
      "Tweet::::::: K: \"Trump Should Release Tax Returns\" Pence: \"What's That Got Do With Russia?\" Kaine: \"Trump Said He Does Business With Russia\" #VPDebate\n",
      "keywords::::::: ['Business', 'Trump Release', 'Release Returns', 'Returns Pence', 'Pence Whats', 'Trump', 'Russia', 'Kaine', 'Trump', 'Said', 'Business', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 522 ---------------------------------------\n",
      "Tweet::::::: People really need to fact check.Everything Kaine is saying is d truth.Pence is lying thru his teeth! If Trump &amp; pence lie 2 us now imagine\n",
      "keywords::::::: ['imagine', 'People really', 'really need', 'need fact', 'fact checkEverything', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 523 ---------------------------------------\n",
      "Tweet::::::: RT @Marmel: \"I\"m happy to defend him\" - Pence on Trump.\n",
      "Then doesn't.\n",
      "Does not go unnoticed.\n",
      "#VPDebate\n",
      "keywords::::::: ['happy defend', 'defend Pence', 'Pence Trump', 'Trump doesnt', 'doesnt unnoticed', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 524 ---------------------------------------\n",
      "Tweet::::::: RT @jeremyscahill: Every time Pence denies something everyone knows is true about Trump, I think of this... https://t.co/PGRNN95NCv\n",
      "keywords::::::: ['know true', 'true Trump', 'Trump think', 'think', 'Every time', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 525 ---------------------------------------\n",
      "Tweet::::::: @waynedupreeshow Bullshit. Trump called Outin a great leader several times without your help. Get over yourself.\n",
      "keywords::::::: ['great leader', 'leader several', 'several time', 'time without', 'without help', 'Bullshit', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 526 ---------------------------------------\n",
      "Tweet::::::: RT @kimfrederi: Mike Pence is more exhausting that Trump because he lies just as much on wide range of things and isn't as obvious as Trump…\n",
      "keywords::::::: ['isnt', 'obvious', 'Trump…', 'Mike Pence', 'Pence exhausting', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 527 ---------------------------------------\n",
      "Tweet::::::: RT @joshgondelman: If you believe that Donald Trump is a financial mastermind but Kim Kardashian deserved to be robbed, please set your lif…\n",
      "keywords::::::: ['Kardashian', 'deserved', 'robbed', 'please', 'lif…', 'Donald', 'Trump', 'Kardashian']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 528 ---------------------------------------\n",
      "Tweet::::::: RT @EJLandwehr: Kaine: Clinton’s Saying Trump Voters “Deplorables” Doesn’t “Merit an Apology” | WaPo | #BasketOfDeplorables  https://t.co/z…\n",
      "keywords::::::: ['Trump', 'Voters', '“', 'Deplorables', '”', 'Kaine', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 529 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine is right and Pence is wrong. Trump didn’t know about the Crimea annexation. He also said he was fine with nuclear arm…\n",
      "keywords::::::: ['fine nuclear', 'nuclear arm…', 'said fine', 'nuclear', 'arm…', 'Kaine', 'Trump', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 530 ---------------------------------------\n",
      "Tweet::::::: #Kaine claims Trump praises #Putin all the time. That's not true, but do we really need to make Russia an enemy? #ColdWarisover #VPDebate\n",
      "keywords::::::: ['really need', 'need make', 'make Russia', 'Russia enemy', 'Russia', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 531 ---------------------------------------\n",
      "Tweet::::::: On Trump being erratic @mike_pence deflects to talking about Hillary\n",
      "keywords::::::: ['Hillary', 'Trump erratic', 'erratic deflects', 'deflects talking', 'talking Hillary', 'Trump', 'Hillary']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 532 ---------------------------------------\n",
      "Tweet::::::: RT @ABCPolitics: Fact-check: Kaine says \"debt explosion\" under Trump plan is bigger than anything Clinton has offered. Grade: True https://…\n",
      "keywords::::::: ['plan bigger', 'bigger anything', 'anything Clinton', 'Clinton offered', 'offered Grade', 'Factcheck', 'Kaine', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 533 ---------------------------------------\n",
      "Tweet::::::: Or Trump's taxes. We'd be passed out. 🙈 https://t.co/RBxeKCTgHL\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 534 ---------------------------------------\n",
      "Tweet::::::: RT @JarrettHill: That was good, Kaine.\n",
      "\n",
      "\"Pence can't defend any of the things Trump has said, but wants people to vote for him.\"\n",
      "\n",
      "#VPDebate\n",
      "keywords::::::: ['want people', 'people vote', 'vote', 'good Kaine', 'Kaine Pence', 'Kaine', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 535 ---------------------------------------\n",
      "Tweet::::::: RT @baseballcrank: Pence is beating Kaine, but Kaine is beating Trump. And that's the tragedy of this election.\n",
      "keywords::::::: ['tragedy election', 'thats tragedy', 'election', 'Pence beating', 'beating Kaine', 'Kaine', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 536 ---------------------------------------\n",
      "Tweet::::::: Kaine hit home w/ this: \n",
      "\"Pence can't defend any of the things Trump has said, but wants people to vote for him.\" ✊🏽 #Debates2016 #VPDebate\n",
      "keywords::::::: ['people vote', 'want people', 'said want', 'defend thing', 'thing Trump', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 537 ---------------------------------------\n",
      "Tweet::::::: @mike_pence In fact, you didn't defend Trump on that, you baited and switched the subject to Iran. How could you not defend ur running mate?\n",
      "keywords::::::: ['running mate', 'mate', 'fact didnt', 'didnt defend', 'defend Trump', 'Trump', 'Iran']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 538 ---------------------------------------\n",
      "Tweet::::::: @GovPenceIN  OMG you guys really work covering up his shit!!! Trump didn't, know doesn't know shit!!!… https://t.co/iZ6IkzZWXK\n",
      "keywords::::::: ['doesnt know', 'know shit…', 'didnt know', 'know doesnt', 'doesnt', 'Trump']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 539 ---------------------------------------\n",
      "Tweet::::::: RT @thepoliticalcat: \"Donald Trump knew Russia had invaded Ukraine. He meant it's not gonna happen again.\" Say WUT? Um ...\n",
      "keywords::::::: ['happen', 'Donald Trump', 'Trump knew', 'knew Russia', 'Russia invaded', 'Donald', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 540 ---------------------------------------\n",
      "Tweet::::::: Has #Pence heard anything #trump has said. This man is in such denial it's shameful #VPDebate\n",
      "keywords::::::: ['denial', 'shameful', 'heard anything', 'anything said', 'said denial']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 541 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Kaine accusing Trump of not supporting the troops because he withheld federal taxes for so many years (decades?) #VPdebate\n",
      "keywords::::::: ['supporting troop', 'troop withheld', 'withheld federal', 'federal tax', 'tax many', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 542 ---------------------------------------\n",
      "Tweet::::::: Why will Putin respect a Trump/Pense administration? STRENGTH. @GovPenceIN #VPDebate\n",
      "keywords::::::: ['administration', 'STRENGTH', 'Putin respect', 'respect TrumpPense', 'TrumpPense administration', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 543 ---------------------------------------\n",
      "Tweet::::::: RT @helfitzgerald: Pence every time he's asked directly about Trump https://t.co/CdEcxttUXc\n",
      "keywords::::::: ['Trump', 'Pence every', 'every time', 'time asked', 'asked directly', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 544 ---------------------------------------\n",
      "Tweet::::::: RT @kohnisrad: Woah had no ideas that Donald Trump's running mate is all my friends from middle school's mean dads.\n",
      "keywords::::::: ['running mate', 'mate friend', 'friend middle', 'middle school', 'school mean', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 545 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 546 ---------------------------------------\n",
      "Tweet::::::: RT @BradASchenck: Mike Pence denied that Donald Trump would put a ban on Muslims. It's still on their website. https://t.co/DIn75RoeT9 http…\n",
      "keywords::::::: ['website', 'Mike Pence', 'Pence denied', 'denied Donald', 'Donald Trump', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 547 ---------------------------------------\n",
      "Tweet::::::: Pence has done something tonight Hillary, Trump, and Kaine haven't been able to avoid. He refuses to roll around in the mud. Oozes savvy.\n",
      "keywords::::::: ['savvy', 'Pence done', 'done something', 'something tonight', 'tonight Hillary', 'Hillary', 'Trump', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 548 ---------------------------------------\n",
      "Tweet::::::: RT @WayneDupreeShow: Moderator Elaine keeps asking #Pence abt #Trump statements but won't ask #Kaine abt #Clinton \n",
      " \n",
      "#VPdebate #VPdebate201…\n",
      "keywords::::::: ['wont', 'Moderator Elaine', 'Elaine keep', 'keep asking', 'asking statement', 'Elaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 549 ---------------------------------------\n",
      "Tweet::::::: @timkaine I thought @HillaryClinton was the dumbest human alive...you proved me wrong..I would go toe to toe with u any time dumb ass #Trump\n",
      "keywords::::::: ['dumb', 'thought dumbest', 'dumbest human', 'human aliveyou', 'aliveyou proved']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 550 ---------------------------------------\n",
      "Tweet::::::: .@SAConScene While Pence had upper hand to start the debate by being calm, he's now laughing off Trump quotes &amp; getting upset. #SOSPolitics\n",
      "keywords::::::: ['upset', 'Pence upper', 'upper hand', 'hand start', 'start debate', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 551 ---------------------------------------\n",
      "Tweet::::::: RT @gopquay: If we played a drinking game on how many times Kaine mentioned Donald Trump or his taxes, we'd all have alcohol poisoning #VPD…\n",
      "keywords::::::: ['alcohol poisoning', 'drinking game', 'game many', 'many time', 'time Kaine', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 552 ---------------------------------------\n",
      "Tweet::::::: This #VPDebate is all about what Americans needs to know about Hilary Clinton, Donald Trump and President Putin of Russia.\n",
      "keywords::::::: ['Russia', 'Americans need', 'need know', 'know Hilary', 'Hilary Clinton', 'Hilary', 'Clinton', 'Donald', 'Trump', 'Putin', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 553 ---------------------------------------\n",
      "Tweet::::::: RT @SopanDeb: This is the Crimea exchange Kaine just referenced with Trump and @ThisWeekABC on 7-31-16: https://t.co/hhq8Qm0e8R\n",
      "keywords::::::: ['Trump', '3116', 'Crimea exchange', 'exchange Kaine', 'Kaine referenced', 'Crimea', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 554 ---------------------------------------\n",
      "Tweet::::::: RT @politicalmiller: Mike Pence has simply never heard of this Donald Trump guy \n",
      "#VPDebate\n",
      "keywords::::::: ['Trump', 'Mike Pence', 'Pence simply', 'simply never', 'never heard', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 555 ---------------------------------------\n",
      "Tweet::::::: RT @TIME: \"Donald Trump's many, many, many, many ties to Russia\" https://t.co/WRIiIwxXAf\n",
      "keywords::::::: ['Russia', 'Donald Trumps', 'Trumps many', 'many many', 'many tie', 'Donald', 'Trumps', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 556 ---------------------------------------\n",
      "Tweet::::::: Kaine: Trump said this\n",
      "Pence: Que? No comprendo, lo siento, no ingles. \n",
      "#VPDebate #cripthevote\n",
      "keywords::::::: ['Pence', 'comprendo', 'siento', 'ingles', 'Kaine Trump', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 557 ---------------------------------------\n",
      "Tweet::::::: Putin has no respect for Clinton or Obama, why would he respect Trump?\n",
      "\n",
      "@Elaine_Quijano #ljdebate\n",
      "keywords::::::: ['Trump', 'Putin respect', 'respect Clinton', 'Clinton Obama', 'Obama would', 'Putin', 'Clinton', 'Obama', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 558 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Kaine accusing Trump of not supporting the troops because he withheld federal taxes for so many years (decades?) #VPdebate\n",
      "keywords::::::: ['year decade', 'withheld federal', 'federal tax', 'tax many', 'many year', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 559 ---------------------------------------\n",
      "Tweet::::::: RT @RealScottErnst: Net Operating Loss (NOL) #tax rule that #Trump used has existed since 1918 (nearly 100 years).  #Taxes 101.  #VPDebate…\n",
      "keywords::::::: ['year', 'Operating Loss', 'Loss rule', 'rule used', 'used existed']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 560 ---------------------------------------\n",
      "Tweet::::::: RT @TomShizz: Kaine just delivered the sound byte of the night (Pence not defending one claim v Trump) and that'll be the news and that's m…\n",
      "keywords::::::: ['sound byte', 'byte night', 'night Pence', 'Pence defending', 'defending claim', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 561 ---------------------------------------\n",
      "Tweet::::::: Donald Trump the type of dude to choose PES over FIFA\n",
      "keywords::::::: ['FIFA', 'Donald Trump', 'Trump type', 'type dude', 'dude choose', 'Donald', 'Trump', 'FIFA']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 562 ---------------------------------------\n",
      "Tweet::::::: RT @craftyme25: And his running mate Trump says he'll start a war on a taunt. #NeverTrump #VPDebate https://t.co/0GBjYe60AO\n",
      "keywords::::::: ['running mate', 'mate Trump', 'Trump say', 'say hell', 'hell start', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 563 ---------------------------------------\n",
      "Tweet::::::: I am no trump supporter but I think Mike Pence is killing it, Kaine sounds desperate\n",
      "keywords::::::: ['trump supporter', 'supporter think', 'think Mike', 'Mike Pence', 'Pence killing', 'Mike', 'Pence', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 564 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 565 ---------------------------------------\n",
      "Tweet::::::: Kaine: Trump has called women fat, Mexicans rapists, wants to ban all Muslims, and use nuclear weapons.\n",
      "\n",
      "Pence: new phone who dis #VPDebate\n",
      "keywords::::::: ['nuclear weapon', 'weapon Pence', 'Pence phone', 'Pence', 'phone', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 566 ---------------------------------------\n",
      "Tweet::::::: RT @NerdyWonka: With a running mate like Trump, he's spent the past few months honing his skill of evading questions. #VPDebate \n",
      "\n",
      "https://t…\n",
      "keywords::::::: ['evading question', 'skill evading', 'honing skill', 'month honing', 'past month', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 567 ---------------------------------------\n",
      "Tweet::::::: RT @poniewozik: Mike Pence will solidly win this debate in his closing remarks, when he flatly denies that Donald Trump is running for pres…\n",
      "keywords::::::: ['flatly denies', 'denies Donald', 'Donald Trump', 'Trump running', 'running pres…', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 568 ---------------------------------------\n",
      "Tweet::::::: RT @Nightline: Pence: Kaine's comment that Trump is a \"fool or maniac\" on nuclear weapons \"even beneath you and Hillary Clinton\" https://t.…\n",
      "keywords::::::: ['nuclear weapon', 'weapon even', 'even beneath', 'beneath Hillary', 'Hillary Clinton', 'Trump', 'Hillary', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 569 ---------------------------------------\n",
      "Tweet::::::: @ProgressOutlook @GovMikeHuckabee have you ever been to a Trump rally? You are wrong! Calling us a basket of deplorables?\n",
      "keywords::::::: ['deplorables', 'ever Trump', 'Trump rally', 'rally wrong', 'wrong Calling', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 570 ---------------------------------------\n",
      "Tweet::::::: RT @jasondhorowitz: The Pence strategy of defending Trump by folksily pretending Trump never said any of the things he said is a perfect co…\n",
      "keywords::::::: ['thing said', 'said perfect', 'said thing', 'thing', 'perfect', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 571 ---------------------------------------\n",
      "Tweet::::::: RT @johndurant: The left was cozy with the USSR through 50M+ deaths yet it's only taken Trump a few throwaway remarks to get the left to op…\n",
      "keywords::::::: ['remark', 'left cozy', 'cozy USSR', 'USSR death', 'death taken', 'USSR', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 572 ---------------------------------------\n",
      "Tweet::::::: RT @chuckwoolery: #Trump lost 1 billion of his money. #Hillary lost 6 billion of our money at the state department. There is a difference y…\n",
      "keywords::::::: ['difference', 'lost billion', 'billion money', 'money lost', 'money state']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 573 ---------------------------------------\n",
      "Tweet::::::: RT @NBCNightlyNews: In May, Trump suggested could support SKorea, Japan, Saudi Arabia arming themselves with nuclear weapons. https://t.co/…\n",
      "keywords::::::: ['nuclear weapon', 'arming nuclear', 'weapon', 'Trump suggested', 'suggested could', 'Trump', 'Japan', 'Saudi', 'Arabia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 574 ---------------------------------------\n",
      "Tweet::::::: RT @drsfarnsworth: Next debate on Sunday: Pence V. Trump on Russia\n",
      "keywords::::::: ['Russia', 'Next debate', 'debate Sunday', 'Sunday Pence', 'Pence Trump', 'Pence', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 575 ---------------------------------------\n",
      "Tweet::::::: RT @StuPolitics: Pence needs to watch videos of Trump speeches.  He might know what Trump has said.\n",
      "keywords::::::: ['watch video', 'video Trump', 'Trump speech', 'speech might', 'might know', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 576 ---------------------------------------\n",
      "Tweet::::::: RT @FoxBusiness: .@timkaine: \"America should really wonder about a President Trump who had a campaign manager with ties to Putin.\" #VPDebat…\n",
      "keywords::::::: ['Putin', 'America really', 'really wonder', 'wonder President', 'President Trump', 'America', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 577 ---------------------------------------\n",
      "Tweet::::::: RT @jbendery: Kaine: Trump didn't even know Russia invaded Crimea.\n",
      "Pence: \"Oh that's nonsense.\"\n",
      "\n",
      "See here: https://t.co/qjpOrdJmN7\n",
      "keywords::::::: ['thats nonsense', 'nonsense', 'Kaine Trump', 'Trump didnt', 'didnt even', 'Kaine', 'Trump', 'Russia', 'Crimea', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 578 ---------------------------------------\n",
      "Tweet::::::: I'm pretty sure trump emailed his tax returns to hilary and she deleted them. Baaahaaaa#vpdebate#pence#donaldtrump#abcnews\n",
      "keywords::::::: ['Baaahaaaa', 'pretty sure', 'sure trump', 'trump emailed', 'emailed return', 'Baaahaaaa']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 579 ---------------------------------------\n",
      "Tweet::::::: RT @JoyAnnReid: Pence seems to almost be running with someone other than Donald Trump. https://t.co/KxhXztrH7V\n",
      "keywords::::::: ['Trump', 'Pence seems', 'seems almost', 'almost running', 'running someone', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 580 ---------------------------------------\n",
      "Tweet::::::: RT @CNN: Kaine: “Donald Trump can’t start a Twitter war with Miss Universe without shooting himself in the foot” #VPDebate https://t.co/QA1…\n",
      "keywords::::::: ['shooting foot', 'foot ”', 'foot', '”', 'Kaine “', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 581 ---------------------------------------\n",
      "Tweet::::::: RT @KevinMKruse: KAINE: (verbatim Trump quote)\n",
      "PENCE: (bewildered reaction, claim he never said that)\n",
      "MODERATOR: \"Moving on, gentlemen...\"\n",
      "keywords::::::: ['reaction claim', 'claim never', 'never said', 'said MODERATOR', 'MODERATOR Moving', 'KAINE', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 582 ---------------------------------------\n",
      "Tweet::::::: RT @jaclynf: Trump and Pence really did say all that shit. Here are a few receipts: https://t.co/dNmQrGgrbO #VPDebate #ImWithTim\n",
      "keywords::::::: ['shit', 'receipt', 'Trump Pence', 'Pence really', 'really shit', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 583 ---------------------------------------\n",
      "Tweet::::::: @realDonaldTrump Ur wrong about that statement on @timkaine, Trump.\n",
      "keywords::::::: ['Trump', 'wrong statement', 'statement Trump', 'statement', 'wrong', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 584 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence shakes his head in incredulity every time Kaine quotes things that Trump has said\n",
      "keywords::::::: ['quote thing', 'thing Trump', 'Trump said', 'head incredulity', 'incredulity every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 585 ---------------------------------------\n",
      "Tweet::::::: RT @jonfavs: Kaine hammering home the theme of the debate: \n",
      "\n",
      "Pence refuses to defend Trump's positions and comments, because he can't.\n",
      "keywords::::::: ['position comment', 'comment cant', 'refuse defend', 'defend Trumps', 'Trumps position', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 586 ---------------------------------------\n",
      "Tweet::::::: RT @secupp: So, @timkaine's message to the children of Aleppo is, Trump didn't pay his taxes. #VPDebate\n",
      "keywords::::::: ['message child', 'child Aleppo', 'Aleppo Trump', 'Trump didnt', 'didnt tax', 'Aleppo', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 587 ---------------------------------------\n",
      "Tweet::::::: Subtract the Trump stuff and the rhetoric of this debate could be from 2004.\n",
      "keywords::::::: ['debate', 'could', 'Subtract Trump', 'Trump stuff', 'stuff rhetoric', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 588 ---------------------------------------\n",
      "Tweet::::::: RT @rolandsmartin: BOOM. Kaine came back to that point and was explicit in forcing Pence to defend Trump over nuclear weapons.\n",
      "keywords::::::: ['nuclear weapon', 'weapon', 'BOOM Kaine', 'Kaine came', 'came back', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 589 ---------------------------------------\n",
      "Tweet::::::: RT @ReaganBattalion: .@mike_pence is flat out lying! Trump DEFENDED RUSSIA on Crimea!\n",
      "#VPDebate #FactsMatter\n",
      "keywords::::::: ['flat lying', 'lying Trump', 'Trump DEFENDED', 'DEFENDED RUSSIA', 'RUSSIA Crimea', 'Trump', 'RUSSIA', 'Crimea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 590 ---------------------------------------\n",
      "Tweet::::::: Newsflash Trump &amp; Clinton: neither of u will stop terrorism. It's as old as humanity. Stop posturing. Stop fearmongering.\n",
      "keywords::::::: ['stop', 'terrorism', 'humanity', 'Stop', 'posturing', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 591 ---------------------------------------\n",
      "Tweet::::::: Pence defending Trump, saying Trump knew Russia had invaded Ukraine. \"He was just saying they weren't going to do it again.\"\n",
      "\n",
      "#umm\n",
      "#VPDebate\n",
      "keywords::::::: ['going', 'Pence defending', 'defending Trump', 'Trump saying', 'saying Trump', 'Trump', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 592 ---------------------------------------\n",
      "Tweet::::::: RT @H_Lev: Pence denies that Trump didn't know Russia invaded Ukraine. Here's the clip: https://t.co/KJHBIof2Dl\n",
      "keywords::::::: ['didnt know', 'know Russia', 'Russia invaded', 'invaded Ukraine', 'Ukraine Heres', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 593 ---------------------------------------\n",
      "Tweet::::::: RT @patrioticpepe: @mike_pence TRUMP PUTS AMERICAN WORKERS FIRST!!!!!! #Trump16 https://t.co/p1acdx6mDu\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 594 ---------------------------------------\n",
      "Tweet::::::: RT @baseballcrank: Pence is beating Kaine, but Kaine is beating Trump. And that's the tragedy of this election.\n",
      "keywords::::::: ['tragedy election', 'thats tragedy', 'election', 'Pence beating', 'beating Kaine', 'Kaine', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 595 ---------------------------------------\n",
      "Tweet::::::: RT @Harlan: .@TimKaine has the charisma of a serial killer. So creepy.\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 596 ---------------------------------------\n",
      "Tweet::::::: RT @BullHunitProof: bitch we don't really like yo lying ass either we just don't like Donald Trump even more https://t.co/II6M49Ec9I\n",
      "keywords::::::: ['dont like', 'like Donald', 'Donald Trump', 'Trump even', 'Trump', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 597 ---------------------------------------\n",
      "Tweet::::::: RT @jonfavs: Kaine hammering home the theme of the debate: \n",
      "\n",
      "Pence refuses to defend Trump's positions and comments, because he can't.\n",
      "keywords::::::: ['position comment', 'comment cant', 'refuse defend', 'defend Trumps', 'Trumps position', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 598 ---------------------------------------\n",
      "Tweet::::::: RT @MTVNews: Guys, by the way: Trump did, in fact, say all of that stuff that Pence is saying he didn't say #VPDebate\n",
      "keywords::::::: ['saying didnt', 'fact stuff', 'stuff Pence', 'Pence saying', 'didnt', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 599 ---------------------------------------\n",
      "Tweet::::::: PROVE IT!!!!!!  Fact check: Trump's Taxes https://t.co/O7E2pQkyUy\n",
      "keywords::::::: ['check', 'Trumps', 'Taxes', 'PROVE Fact', 'Fact check']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 600 ---------------------------------------\n",
      "Tweet::::::: RT @jpodhoretz: Kind of amazing that Pence keeps saying Trump didn't say things he said. The magical thinking is strong in this ticket.\n",
      "keywords::::::: ['strong ticket', 'thinking strong', 'magical thinking', 'said magical', 'thing said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 601 ---------------------------------------\n",
      "Tweet::::::: RT @MiriamElder: PENCE CALL YOUR OFFICE. Trump Called Russia’s Invasion Of Ukraine “So Smart” In 2014 https://t.co/uxFeVyVvtz\n",
      "keywords::::::: ['Ukraine', 'Smart', '”', 'PENCE CALL', 'CALL OFFICE', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 602 ---------------------------------------\n",
      "Tweet::::::: Does Pence ever watch the news shows that shows Trump saying the things he denies so vehemently?\n",
      "keywords::::::: ['saying thing', 'thing denies', 'denies vehemently', 'denies', 'vehemently', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 603 ---------------------------------------\n",
      "Tweet::::::: RT @billburton: Good thing Tim Kaine is there to mention Donald Trump - he doesn't seem to be in Mike Pence's talking points.\n",
      "keywords::::::: ['point', 'Good thing', 'thing Kaine', 'Kaine mention', 'mention Donald', 'Kaine', 'Donald', 'Trump', 'Mike', 'Pences']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 604 ---------------------------------------\n",
      "Tweet::::::: RT @JeffreyGoldberg: Mike Pence has so far argued against the existence of racism, and against the idea that Donald Trump insults people.\n",
      "keywords::::::: ['people', 'Mike Pence', 'Pence argued', 'argued existence', 'existence racism', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 605 ---------------------------------------\n",
      "Tweet::::::: Of course Putin will respect his best friend trump.\n",
      "keywords::::::: ['trump', 'course Putin', 'Putin respect', 'respect best', 'best friend', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 606 ---------------------------------------\n",
      "Tweet::::::: RT @alivitali: Pence Says Trump Didn't Say Those Insults. He Did. https://t.co/TFpLtubQWh (via @janestreet) #VPdebate\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['Insults', 'Pence Says', 'Says Trump', 'Trump Didnt', 'Didnt Insults', 'Trump', 'Didnt', 'Insults']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 607 ---------------------------------------\n",
      "Tweet::::::: RT @chrislhayes: Kaine dgaf about how he comes off. He just wants to keep pounding Trump. Pence cares a lot about how he comes off.\n",
      "keywords::::::: ['care come', 'come want', 'want keep', 'keep pounding', 'pounding Trump', 'Kaine', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 608 ---------------------------------------\n",
      "Tweet::::::: RT @Slate: Donald Trump's ties to Russia are even scarier than you think: https://t.co/0sZKLcrBBr #vpdebate https://t.co/lAkrxxtmsl\n",
      "keywords::::::: ['scarier think', 'think', 'Donald Trumps', 'Trumps tie', 'tie Russia', 'Donald', 'Trumps', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 609 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: Pence shakes his head in incredulity every time Kaine quotes things that Trump has said\n",
      "keywords::::::: ['quote thing', 'thing Trump', 'Trump said', 'head incredulity', 'incredulity every', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 610 ---------------------------------------\n",
      "Tweet::::::: Why is Mike Pence running as Vice President when he is 100x more articulate than Donald Trump\n",
      "keywords::::::: ['Trump', 'Mike Pence', 'Pence running', 'running Vice', 'Vice President', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 611 ---------------------------------------\n",
      "Tweet::::::: RT @ObsoleteDogma: There are only two possibilities:\n",
      "\n",
      "1) Pence isn’t aware of anything Trump has said in the last year \n",
      "\n",
      "OR\n",
      "\n",
      "2) He’s lying…\n",
      "keywords::::::: ['year', 'He', 's', 'lying…', 'possibility Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 612 ---------------------------------------\n",
      "Tweet::::::: RT @WayneDupreeShow: #Kaine just lied and said #Pence #Trump called Putin a great leader\n",
      "\n",
      "Hey Timmy, that was me\n",
      "\n",
      "#VPdebate #VPdebate2016 #…\n",
      "keywords::::::: ['great leader', 'leader Timmy', 'Timmy', 'lied said', 'said called', 'Putin', 'Timmy']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 613 ---------------------------------------\n",
      "Tweet::::::: RT @NYDailyNews: Remember when Donald Trump called for Russia to hack Hillary Clinton's email? https://t.co/teMLXIVOXc #VPDebate\n",
      "keywords::::::: ['email', 'Remember Donald', 'Donald Trump', 'Trump called', 'called Russia', 'Donald', 'Trump', 'Russia', 'Hillary', 'Clintons']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 614 ---------------------------------------\n",
      "Tweet::::::: RT @Sublimateus: So Pence's move is to laugh off Trump quotes as if he didn't say them? That's the whole strategy? #VPDebate\n",
      "keywords::::::: ['strategy', 'Pences move', 'move laugh', 'laugh Trump', 'Trump quote', 'Pences', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 615 ---------------------------------------\n",
      "Tweet::::::: RT @foxandfriends: Democrat turned Trump supporter @brunelldonald: I don't know any American who says 'please can you jack up my taxes so I…\n",
      "keywords::::::: ['say', 'please', 'jack', 'tax', 'Democrat turned', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 616 ---------------------------------------\n",
      "Tweet::::::: RT @jess_mc: Pence is defending Trump by asserting he never said the things he said. #VPDebate https://t.co/O6siN1bY2i\n",
      "keywords::::::: ['thing said', 'said thing', 'thing', 'Pence defending', 'defending Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 617 ---------------------------------------\n",
      "Tweet::::::: RT @ASDem: IT IS LITERALLY ON YOUR WEBSITE RIGHT NOW https://t.co/MJGw0BisHz https://t.co/0XZCZnD3c1\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 618 ---------------------------------------\n",
      "Tweet::::::: RT @emmyrossum: #ImWithHer      Pence and Trump deserve each other, they are both LIARS. And the American people deserve better. #VPDebate…\n",
      "keywords::::::: ['deserve better', 'people deserve', 'better', 'Pence Trump', 'Trump deserve', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 619 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 620 ---------------------------------------\n",
      "Tweet::::::: @TheRickWilson Its like Pence hasnt heard what trump says on a daily basis. Who is he trying to fool tonight?\n",
      "keywords::::::: ['heard trump', 'trump say', 'say daily', 'daily basis', 'basis trying']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 621 ---------------------------------------\n",
      "Tweet::::::: RT @BreitbartNews: You're watching our fact-check live wire, right? Great stuff rolling in... #vpdebate https://t.co/G9BcvTwPxi\n",
      "keywords::::::: ['stuff', 'rolling', 'Youre watching', 'watching factcheck', 'factcheck live']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 622 ---------------------------------------\n",
      "Tweet::::::: RT @beeboobeeboop: why pence acting like he's never met trump\n",
      "keywords::::::: ['trump', 'penny acting', 'acting like', 'like never', 'never trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 623 ---------------------------------------\n",
      "Tweet::::::: hahahha. Putin is going to respect Trump because of \"strength\" ? does no one read anything about Putin.\n",
      "keywords::::::: ['read', 'anything', 'hahahha Putin', 'Putin going', 'going respect', 'Putin', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 624 ---------------------------------------\n",
      "Tweet::::::: Bam! Mike Pence! Trump / Pence = STRENGTH. Clinton / Kaine = pathetic, interrupting, no-value-add weakness #VPDebate\n",
      "keywords::::::: ['interrupting', 'novalueadd', 'weakness', 'Mike Pence', 'Pence Trump', 'Mike', 'Pence', 'Trump', 'Clinton', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 625 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 626 ---------------------------------------\n",
      "Tweet::::::: RT @jbarro: Donald Trump isn't going to be happy to hear his running mate saying all these mean things about Russia.\n",
      "keywords::::::: ['running mate', 'mate saying', 'saying mean', 'mean thing', 'thing Russia', 'Donald', 'Trump', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 627 ---------------------------------------\n",
      "Tweet::::::: RT @Abbas_Da_Barber: Pence says \"He never said that! \"\n",
      "Trump be like: \n",
      "\n",
      "#VPDebate https://t.co/xt5d6VIcvS\n",
      "keywords::::::: ['like', 'Pence say', 'say never', 'never said', 'said Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 628 ---------------------------------------\n",
      "Tweet::::::: Trump campaign's new meme: Clinton running an \"insult driven campaign.\" Wow. Just wow. #VPDebate #WordsFail\n",
      "keywords::::::: ['driven campaign', 'insult driven', 'running insult', 'driven', 'Trump campaign', 'Trump', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 629 ---------------------------------------\n",
      "Tweet::::::: The truth is that Pence makes Trump look like the total uninformed idiot that he is.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['look like', 'like total', 'total uninformed', 'uninformed idiot', 'idiot', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 630 ---------------------------------------\n",
      "Tweet::::::: Because Trump and Pence are white and male. And in Putin's pocket. #Respect #VPDebate\n",
      "keywords::::::: ['white', 'male', 'Putins', 'pocket', 'Trump Pence', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 631 ---------------------------------------\n",
      "Tweet::::::: @HillaryClinton You used the exact same tax deductions as Trump and you also donated to your own charity to access that money tax free!!\n",
      "keywords::::::: ['money', 'free', 'used exact', 'exact deduction', 'deduction Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 632 ---------------------------------------\n",
      "Tweet::::::: RT @StuPolitics: Pence says stuff is \"a lot of nonsense.\" Doesn't seem to know what Trump has said.\n",
      "keywords::::::: ['said', 'Pence say', 'say stuff', 'stuff nonsense', 'nonsense Doesnt', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 633 ---------------------------------------\n",
      "Tweet::::::: RT @jbouie: \"I'll defend anything Donald Trump says.\"\n",
      "\n",
      "\"Trump says more countries should have nukes. Here is the date stamp.\"\n",
      "\n",
      "\"He didn't s…\n",
      "keywords::::::: ['stamp didnt', 'date stamp', 'nuke date', 'country nuke', 'didnt', 'Donald', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 634 ---------------------------------------\n",
      "Tweet::::::: The reality is #Putin would bait #Trump just like @HillaryClinton did in the last debate anytime he wants something #VPDebate\n",
      "keywords::::::: ['want', 'something', 'reality would', 'would bait', 'bait like']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 635 ---------------------------------------\n",
      "Tweet::::::: RT @CNN: Tim Kaine: “The thought of Donald Trump as commander-in-chief scares us to death” https://t.co/kE2PnwqItJ #VPDebate https://t.co/X…\n",
      "keywords::::::: ['death', '”', 'Kaine “', '“ The', 'The thought', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 636 ---------------------------------------\n",
      "Tweet::::::: #VPDebate Has Pence ever met his running mate Donald Trump?\n",
      "keywords::::::: ['running mate', 'mate Donald', 'Donald Trump', 'Trump', 'Pence ever', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 637 ---------------------------------------\n",
      "Tweet::::::: @DanRather @timkaine @GovPenceIN Pence in denial about Trump speak. He's dramatically shaking his head no about things Trump has said\n",
      "keywords::::::: ['shaking head', 'head thing', 'thing Trump', 'Trump said', 'said', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 638 ---------------------------------------\n",
      "Tweet::::::: RT @JonahNRO: Pence winning the debate hands down. But his denials that Trump said XYZ will be re-litigated in the press for next 96 hours.\n",
      "keywords::::::: ['relitigated press', 'press next', 'next hour', 'said relitigated', 'hand denial', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 639 ---------------------------------------\n",
      "Tweet::::::: RT @dobiedoos: It's just a shot away https://t.co/dwss249QAr via @YouTube THE TRUMP TRAIN IS ROLLING WITH THUNDER OH YEA\n",
      "keywords::::::: ['away', 'TRUMP', 'TRAIN', 'ROLLING', 'THUNDER']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 640 ---------------------------------------\n",
      "Tweet::::::: RT @AC360: “Senator that was even beneath you and Hillary Clinton” Pence on Kaine suggesting Trump is “maniac” Reagan warned of https://t.c…\n",
      "keywords::::::: ['warned', '“ Senator', 'Senator even', 'even beneath', 'beneath Hillary', 'Hillary', 'Clinton', 'Kaine', 'Trump', 'Reagan']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 641 ---------------------------------------\n",
      "Tweet::::::: RT @vVvZero: Let's not forget that Trump &amp; Pence view #Putin as a strong leader. Admiration of authoritarian dictatorships is NOT #American…\n",
      "keywords::::::: ['strong leader', 'leader Admiration', 'Admiration authoritarian', 'authoritarian dictatorship', 'leader', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 642 ---------------------------------------\n",
      "Tweet::::::: RT @Shakestweetz: Pence can't defend anything that Trump has said. All he can do is lie that Trump never said what he absolutely did. #VPDe…\n",
      "keywords::::::: ['absolutely', 'Pence cant', 'cant defend', 'defend anything', 'anything Trump', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 643 ---------------------------------------\n",
      "Tweet::::::: Problem with income tax discussion is these pencil necked #LibTARDs can't understand it at Trump's level...too complex. #VPDebate\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 644 ---------------------------------------\n",
      "Tweet::::::: … 17 minutes left ….\n",
      "\n",
      "O, like the cronyism that Trump benefits from here in the US? HM.\n",
      "keywords::::::: ['Trump', 'benefit', 'minute left', 'left like', 'like cronyism', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 645 ---------------------------------------\n",
      "Tweet::::::: @FoxNews @mike_pence @HillaryClinton Kaine is an idiot.Trump Pence 2017 or America will be a third world country\n",
      "keywords::::::: ['country', 'Kaine idiotTrump', 'idiotTrump Pence', 'Pence America', 'America third', 'Kaine', 'idiotTrump', 'Pence', 'America']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 646 ---------------------------------------\n",
      "Tweet::::::: RT @IndyUSA: Mike Pence rejects claim that Trump is driving 'campaign of insults' while Trump tweets insults\n",
      "https://t.co/p7uHCQV62g https:…\n",
      "keywords::::::: ['campaign insult', 'insult Trump', 'Trump tweet', 'tweet insult', 'tweet', 'Mike', 'Pence', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 647 ---------------------------------------\n",
      "Tweet::::::: \"Strength.\"~Pence on why Putin will respect Trump\n",
      "\"Business dealings.\"~Kaine on why Putin will abuse Trump  #VPDebate\n",
      "keywords::::::: ['Trump', 'Business', 'dealingsKaine', 'abuse', 'StrengthPence Putin', 'StrengthPence', 'Putin', 'Putin', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 648 ---------------------------------------\n",
      "Tweet::::::: RT @BetteMidler: Hate to #fatshame fat men in Trump’s camp who fat-shamed former Miss Universe, but too bad they can’t see their own balls…\n",
      "keywords::::::: ['Trump', '’', 's', 'camp', 'fatshamed', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 649 ---------------------------------------\n",
      "Tweet::::::: RT @rosenbergerlm: Or forgot when he said this: https://t.co/kCCDwvrn8J\n",
      "keywords::::::: ['forgot said', 'said', 'forgot']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 650 ---------------------------------------\n",
      "Tweet::::::: RT @jbouie: \"I'll defend anything Donald Trump says.\"\n",
      "\n",
      "\"Trump says more countries should have nukes. Here is the date stamp.\"\n",
      "\n",
      "\"He didn't s…\n",
      "keywords::::::: ['stamp didnt', 'date stamp', 'nuke date', 'country nuke', 'didnt', 'Donald', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 651 ---------------------------------------\n",
      "Tweet::::::: RT @LA_Croat: Mike Pence when asked if he agrees with Donald trump #VPDebate https://t.co/yPl6iiTfvp\n",
      "keywords::::::: ['trump', 'Mike Pence', 'Pence asked', 'asked agrees', 'agrees Donald', 'Mike', 'Pence', 'Donald', 'trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 652 ---------------------------------------\n",
      "Tweet::::::: RT @youlivethrice: It's good to have Pence because he has the knowledge of the Washington inside track.  Pence says he is happy to defend T…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['happy defend', 'defend', 'good Pence', 'Pence knowledge', 'knowledge Washington', 'Washington', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 653 ---------------------------------------\n",
      "Tweet::::::: RT @gopquay: If we played a drinking game on how many times Kaine mentioned Donald Trump or his taxes, we'd all have alcohol poisoning #VPD…\n",
      "keywords::::::: ['alcohol poisoning', 'drinking game', 'game many', 'many time', 'time Kaine', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 654 ---------------------------------------\n",
      "Tweet::::::: RT @BruceandPamela: Pence \"I'm happy to defend Trump's statements...\" just not in THIS debate apparently. #VPDebate\n",
      "keywords::::::: ['happy defend', 'defend Trumps', 'Trumps statement', 'statement debate', 'debate apparently', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 655 ---------------------------------------\n",
      "Tweet::::::: RT @joshgreenman: Kaine is annoying. But Pence isn't defending Trump. He's effective because he's sidestepping the top of the ticket in alm…\n",
      "keywords::::::: ['ticket', 'alm…', 'Kaine annoying', 'annoying Pence', 'Pence isnt', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 656 ---------------------------------------\n",
      "Tweet::::::: RT @JohnMA_24: \"Trump supports the military\"\n",
      "\n",
      "Just not those who are/were captured and who have PTSD\n",
      "\n",
      "#VPDebate\n",
      "keywords::::::: ['military', 'arewere', 'captured', 'PTSD', 'Trump support', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 657 ---------------------------------------\n",
      "Tweet::::::: @Montel_Williams @mike_pence @realDonaldTrump @BorisEP trump said Ukraine you fucking puke.\n",
      "keywords::::::: ['trump said', 'said Ukraine', 'Ukraine fucking', 'fucking puke', 'fucking', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 658 ---------------------------------------\n",
      "Tweet::::::: Debate Summary:\n",
      "Kaine: \"Donald Trump said [insert thing Trump said on national TV]\"\n",
      "Pence: \"He never said that\"\n",
      "ad infinitum\n",
      "#VPDebate\n",
      "keywords::::::: ['Pence', 'never', 'infinitum', 'Debate Summary', 'Summary Kaine', 'Kaine', 'Donald', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 659 ---------------------------------------\n",
      "Tweet::::::: RT @JoeSudbay: only way Pence can sorta defend Trump is by claiming that Trump never said what Trump said #VPDebate\n",
      "keywords::::::: ['said', 'Pence sorta', 'sorta defend', 'defend Trump', 'Trump claiming', 'Trump', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 660 ---------------------------------------\n",
      "Tweet::::::: RT @emmyrossum: Pence, you can laugh all you want but when Tim Kaine literally QUOTES what Trump said, you just LIE and say he didn't say t…\n",
      "keywords::::::: ['said didnt', 'laugh want', 'want Kaine', 'Kaine literally', 'literally QUOTES', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 661 ---------------------------------------\n",
      "Tweet::::::: Senator Kaine: I know you can't defend him (Trump) to Governor Pence. Lol #VPDebate\n",
      "keywords::::::: ['Pence', 'Senator Kaine', 'Kaine know', 'know cant', 'cant defend', 'Kaine', 'Trump', 'Governor', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 662 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 663 ---------------------------------------\n",
      "Tweet::::::: #kainewreck Trump needs to learn from Pence.\n",
      "keywords::::::: ['Pence', 'Trump need', 'need learn', 'learn Pence', 'learn', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 664 ---------------------------------------\n",
      "Tweet::::::: RT @samsteinhp: Kaine strategy: Get Trump’s old comments aired to broader audience. Don’t worry about being overly aggressive. Trump on tic…\n",
      "keywords::::::: ['Don', 't', 'worry', 'overly', 'aggressive', 'Kaine', 'Trump', 'Don', '’', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 665 ---------------------------------------\n",
      "Tweet::::::: RT @NYDailyNews: Remember when Donald Trump called for Russia to hack Hillary Clinton's email? https://t.co/teMLXIVOXc #VPDebate\n",
      "keywords::::::: ['email', 'Remember Donald', 'Donald Trump', 'Trump called', 'called Russia', 'Donald', 'Trump', 'Russia', 'Hillary', 'Clintons']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 666 ---------------------------------------\n",
      "Tweet::::::: RT @NBCNightlyNews: In May, Trump suggested could support SKorea, Japan, Saudi Arabia arming themselves with nuclear weapons. https://t.co/…\n",
      "keywords::::::: ['nuclear weapon', 'arming nuclear', 'weapon', 'Trump suggested', 'suggested could', 'Trump', 'Japan', 'Saudi', 'Arabia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 667 ---------------------------------------\n",
      "Tweet::::::: RT @_dustinrobinson: Google \"Donald Trump said...\" anything that @timkaine just referenced and you'll find video evidence of it happening.…\n",
      "keywords::::::: ['video', 'evidence', 'happening…', 'Google Donald', 'Donald Trump', 'Google', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 668 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 669 ---------------------------------------\n",
      "Tweet::::::: RT @ericbolling: Can't wait for Hillary supporters who have a problem with Trump's demeanor attempt to defend Tim Kaine's obnoxious #VPDeba…\n",
      "keywords::::::: ['attempt defend', 'defend Kaines', 'Kaines obnoxious', 'demeanor attempt', 'supporter problem', 'Hillary']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 670 ---------------------------------------\n",
      "Tweet::::::: Pence high-key taking the hagiography route with the \"trump meant it wouldn't happen again\" comment #VPdebate\n",
      "keywords::::::: ['trump meant', 'meant wouldnt', 'wouldnt happen', 'happen comment', 'comment']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 671 ---------------------------------------\n",
      "Tweet::::::: RT @zoegriffone: if you use actual verified facts u can see that those are just  conspiracy theories from trump supporters :/ https://t.co/…\n",
      "keywords::::::: ['trump supporter', 'supporter', 'actual verified', 'verified fact', 'fact conspiracy']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 672 ---------------------------------------\n",
      "Tweet::::::: I think Kaine is baiting Trump (not Pence) knowing that he is live tweeting during the debate @ChrisJansing https://t.co/3LjSDqkVUB\n",
      "keywords::::::: ['debate', 'think Kaine', 'Kaine baiting', 'baiting Trump', 'Trump Pence', 'Kaine', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 673 ---------------------------------------\n",
      "Tweet::::::: RT @marinarachael: Hot tip: Mike Pence is an insane and terrible monster. https://t.co/bTQ562MDYx https://t.co/VW34RxELXt\n",
      "keywords::::::: ['terrible', 'monster', 'Mike Pence', 'Pence insane', 'insane terrible', 'Mike', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 674 ---------------------------------------\n",
      "Tweet::::::: RT @fmanjoo: Pence has a good defense: “Those things you’re saying Trump has said are crazy! No one believes anyone would say such crazy th…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['crazy belief', 'belief anyone', 'anyone would', 'would crazy', 'said crazy', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 675 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 676 ---------------------------------------\n",
      "Tweet::::::: RT @AriFleischer: I hope Trump &amp; Hillary, along w the moderators of the next two debates, are learning from this mess.  Let each other talk…\n",
      "keywords::::::: ['mess', 'talk…', 'hope Trump', 'Trump Hillary', 'Hillary along', 'Trump', 'Hillary']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 677 ---------------------------------------\n",
      "Tweet::::::: @realDonaldTrump do something trump stand up to hilary\n",
      "keywords::::::: ['hilary', 'something trump', 'trump stand', 'stand hilary', 'stand']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 678 ---------------------------------------\n",
      "Tweet::::::: RT @NickKristof: Usually, running mates quote their presidential candidates. Kaine is mostly quoting Trump, God's gift to Democrats. #VPDeb…\n",
      "keywords::::::: ['running mate', 'mate quote', 'quote presidential', 'presidential candidate', 'candidate Kaine', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 679 ---------------------------------------\n",
      "Tweet::::::: So false. And I don't like trump. But it was the worse stream of false claims about him I've heard. #VPDebate\n",
      "keywords::::::: ['false claim', 'claim heard', 'like trump', 'trump worse', 'worse stream']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 680 ---------------------------------------\n",
      "Tweet::::::: RT @husainhaqqani: Is Mike #Pence's function to deny what #Trump has said in front of cameras? #VPDebate\n",
      "keywords::::::: ['camera', 'Mike function', 'function deny', 'deny said', 'said front']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 681 ---------------------------------------\n",
      "Tweet::::::: \"I'd be more than happy to defend Trump! Just let me go off on an unrelated tangent first!\"\n",
      "keywords::::::: ['happy defend', 'defend Trump', 'Trump unrelated', 'unrelated tangent', 'tangent first', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 682 ---------------------------------------\n",
      "Tweet::::::: Pence: \"Insult driven campaign. Russia. I'm happy to defend Trump. Don't put words in my mouth. Russia. He knew that. Nonsense.\" Repeat.\n",
      "keywords::::::: ['happy defend', 'defend Trump', 'Trump Dont', 'Dont word', 'word mouth', 'Russia', 'Trump', 'Dont', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 683 ---------------------------------------\n",
      "Tweet::::::: RT @nytimes: \"This has now become Pence having to defend every word past and present out of Trump’s mouth,\" @maggieNYT says. https://t.co/H…\n",
      "keywords::::::: ['say', 'become Pence', 'Pence defend', 'defend every', 'every word', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 684 ---------------------------------------\n",
      "Tweet::::::: RT @NoahCRothman: Trump absolutely did say more nations should get nuclear weapons. Japan and South Korea, specifically.\n",
      "keywords::::::: ['nuclear weapon', 'weapon Japan', 'Japan South', 'South Korea', 'Korea specifically', 'Trump', 'Japan', 'South', 'Korea']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 685 ---------------------------------------\n",
      "Tweet::::::: RT @NerdyWonka: Mike Pence: \"Donald Trump has built an extraordinary business through good times and bad times.\"\n",
      "\n",
      "*Ahem* He lost $1B.\n",
      "\n",
      "#VPD…\n",
      "keywords::::::: ['time time', 'time Ahem', 'Ahem lost', 'good time', 'business good', 'Mike', 'Pence', 'Donald', 'Trump', 'Ahem']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 686 ---------------------------------------\n",
      "Tweet::::::: RT @beccagratz: I don't like Donald trump, but Pence is looking way better than this bafoon Kaine.\n",
      "keywords::::::: ['dont like', 'like Donald', 'Donald trump', 'trump Pence', 'Pence looking', 'Donald', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 687 ---------------------------------------\n",
      "Tweet::::::: RT @jbouie: \"I'll defend anything Donald Trump says.\"\n",
      "\n",
      "\"Trump says more countries should have nukes. Here is the date stamp.\"\n",
      "\n",
      "\"He didn't s…\n",
      "keywords::::::: ['stamp didnt', 'date stamp', 'nuke date', 'country nuke', 'didnt', 'Donald', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 688 ---------------------------------------\n",
      "Tweet::::::: RT @JuddLegum: Dear Mike Pence:\n",
      "\n",
      "I've created this post with video of Trump saying terrifying about nuclear weapons.\n",
      "\n",
      "Enjoy!  \n",
      "\n",
      "https://t.c…\n",
      "keywords::::::: ['nuclear weapon', 'weapon Enjoy', 'terrifying nuclear', 'saying terrifying', 'post video', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 689 ---------------------------------------\n",
      "Tweet::::::: RT @SopanDeb: This is the Crimea exchange Kaine just referenced with Trump and @ThisWeekABC on 7-31-16: https://t.co/hhq8Qm0e8R\n",
      "keywords::::::: ['Trump', '3116', 'Crimea exchange', 'exchange Kaine', 'Kaine referenced', 'Crimea', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 690 ---------------------------------------\n",
      "Tweet::::::: Putin will respect Donald Trump because he is a strong leader\n",
      "keywords::::::: ['strong leader', 'leader', 'Putin respect', 'respect Donald', 'Donald Trump', 'Putin', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 691 ---------------------------------------\n",
      "Tweet::::::: RT @mhelcat: #VPdebate2016 Pence denies everything Trump said.  He must never listen to Trump.  Or he chooses to ignore it.\n",
      "keywords::::::: ['said', 'must', 'never', 'listen', 'chooses', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 692 ---------------------------------------\n",
      "Tweet::::::: RT @HVACGOD: Who are you wanting to win for VP \n",
      " #VPDebate #Trump #Clinton #VPDebate2016 #OctoberSuprise #Debates2016\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 693 ---------------------------------------\n",
      "Tweet::::::: RT @newtgingrich: The liberal media is working on every possible Trump smear because they cant win on any big issues. beyond disgusting. It…\n",
      "keywords::::::: ['Trump', 'smear', 'cant', 'issue', 'beyond', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 694 ---------------------------------------\n",
      "Tweet::::::: RT @jbarro: All the \"Pence is winning except when he has to defend Trump\" commentary is basically the Lincolns and the play at Ford's Theat…\n",
      "keywords::::::: ['basically', 'Lincolns', 'play', 'Fords', 'Theat…', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 695 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 696 ---------------------------------------\n",
      "Tweet::::::: RT @brianefallon: Pence is shaking his head as Kaine points out Trump didn't realize Russia was already in Ukraine. It is indisputable that…\n",
      "keywords::::::: ['didnt realize', 'realize Russia', 'Russia already', 'already Ukraine', 'Ukraine indisputable', 'Kaine', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 697 ---------------------------------------\n",
      "Tweet::::::: RT @TheBriefing2016: Donald Trump's consistent and effusive praise of dictators is...concerning! #VPDebate https://t.co/a8Fihlek2n\n",
      "keywords::::::: ['dictator', 'isconcerning', 'Donald Trumps', 'Trumps consistent', 'consistent effusive', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 698 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 699 ---------------------------------------\n",
      "Tweet::::::: RT @BryanDawsonUSA: #Trump campaign manager, Kellyanne Conway: \"Rape wouldn't exist\" if women were stronger!\n",
      "\n",
      "#BasketOfDeplorables https://…\n",
      "keywords::::::: ['campaign manager', 'manager Kellyanne', 'Kellyanne Conway', 'Conway Rape', 'Rape wouldnt', 'Kellyanne', 'Conway']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 700 ---------------------------------------\n",
      "Tweet::::::: RT @FrankLuntz: Tim Kaine is trying to use Donald Trump's own words, but the hits aren't landing because my group thinks they're out of con…\n",
      "keywords::::::: ['think theyre', 'theyre con…', 'group think', 'landing group', 'arent landing', 'Kaine', 'Donald', 'Trumps']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 701 ---------------------------------------\n",
      "Tweet::::::: RT @fmanjoo: Pence has a good defense: “Those things you’re saying Trump has said are crazy! No one believes anyone would say such crazy th…\n",
      "keywords::::::: ['crazy belief', 'belief anyone', 'anyone would', 'would crazy', 'said crazy', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 702 ---------------------------------------\n",
      "Tweet::::::: RT @jeremyscahill: Every time Pence denies something everyone knows is true about Trump, I think of this... https://t.co/PGRNN95NCv\n",
      "keywords::::::: ['know true', 'true Trump', 'Trump think', 'think', 'Every time', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 703 ---------------------------------------\n",
      "Tweet::::::: RT @sallykohn: Basically Trump/Pence's entire political strategy is to repeat lies over and over again until 51% of voters think they're tr…\n",
      "keywords::::::: ['think theyre', 'voter think', 'lie voter', 'repeat lie', 'strategy repeat']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 704 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 705 ---------------------------------------\n",
      "Tweet::::::: RT @crissles: the fact that i pay more in federal income tax than trump does is b-l-o-w-i-n-g me. how fucking american.\n",
      "keywords::::::: ['american', 'fact federal', 'federal income', 'income trump', 'trump blowing']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 706 ---------------------------------------\n",
      "Tweet::::::: \"Trump did not call Putin a \"great leader.\" He called him a \"leader\" — \"unlike what we have in this country\"\" https://t.co/ozM45C51Df\n",
      "keywords::::::: ['leader called', 'called leader', 'leader unlike', 'unlike country', 'great leader', 'Trump', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 707 ---------------------------------------\n",
      "Tweet::::::: Putin will respect Trump because he doesn't want World War III. #VPDebate\n",
      "keywords::::::: ['doesnt want', 'want World', 'want', 'World', 'Putin respect', 'Putin', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 708 ---------------------------------------\n",
      "Tweet::::::: RT @ABC: Kaine: \"Most dangerously...Trump believes that the world will be safer if more nations have nuclear weapons.\" https://t.co/4hiqi2O…\n",
      "keywords::::::: ['nuclear weapon', 'nation nuclear', 'weapon', 'Kaine dangerouslyTrump', 'dangerouslyTrump belief', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 709 ---------------------------------------\n",
      "Tweet::::::: RT @jesseberney: Seriously, Pence has lied about 50 times during this debate, and they've all been \"Donald Trump didn't say that.\"\n",
      "keywords::::::: ['didnt', 'Seriously Pence', 'Pence lied', 'lied time', 'time debate', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 710 ---------------------------------------\n",
      "Tweet::::::: RT @caitlin__kelly: TIM: TRUMP WON'T PAY TAXES\n",
      "MIKE: TRUMP SUPPORTS THE TROOPS\n",
      "ELAINE: I AM GOING TO TURN THIS FUCKING CAR AROUND UNLESS YO…\n",
      "keywords::::::: ['MIKE', 'SUPPORTS', 'TROOPS', 'ELAINE', 'GOING', 'MIKE', 'TRUMP']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 711 ---------------------------------------\n",
      "Tweet::::::: RT @KevinMKruse: KAINE: (verbatim Trump quote)\n",
      "PENCE: (bewildered reaction, claim he never said that)\n",
      "MODERATOR: \"Moving on, gentlemen...\"\n",
      "keywords::::::: ['reaction claim', 'claim never', 'never said', 'said MODERATOR', 'MODERATOR Moving', 'KAINE', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 712 ---------------------------------------\n",
      "Tweet::::::: RT @WeNeedTrump: Tim Kaine is coming across as a total clown. All he has is memorized talking points to attack Trump. Lol. #VPDebate\n",
      "keywords::::::: ['talking point', 'point attack', 'attack Trump', 'Trump', 'Kaine coming', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 713 ---------------------------------------\n",
      "Tweet::::::: RT @caitlin__kelly: TIM: TRUMP WON'T PAY TAXES\n",
      "MIKE: TRUMP SUPPORTS THE TROOPS\n",
      "ELAINE: I AM GOING TO TURN THIS FUCKING CAR AROUND UNLESS YO…\n",
      "keywords::::::: ['MIKE', 'SUPPORTS', 'TROOPS', 'ELAINE', 'GOING', 'MIKE', 'TRUMP']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 714 ---------------------------------------\n",
      "Tweet::::::: RT @wheatweeds: Now I wish #Trump would release his tax returns so Syrian children wouldn't have to die. #timkaine\n",
      "keywords::::::: ['release return', 'return Syrian', 'Syrian child', 'child wouldnt', 'wouldnt']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 715 ---------------------------------------\n",
      "Tweet::::::: RT @ASDem: IT IS LITERALLY ON YOUR WEBSITE RIGHT NOW https://t.co/MJGw0BisHz https://t.co/0XZCZnD3c1\n",
      "keywords::::::: []\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 716 ---------------------------------------\n",
      "Tweet::::::: RT @MaxBoot: Newsflash to Pence: a head shake isn't an actual defense of Trump's indefensible positions.\n",
      "keywords::::::: ['indefensible position', 'actual defense', 'defense Trumps', 'Trumps indefensible', 'isnt actual', 'Newsflash', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 717 ---------------------------------------\n",
      "Tweet::::::: RT @jeremyscahill: Every time Pence denies something everyone knows is true about Trump, I think of this... https://t.co/PGRNN95NCv\n",
      "keywords::::::: ['know true', 'true Trump', 'Trump think', 'think', 'Every time', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 718 ---------------------------------------\n",
      "Tweet::::::: FYI, dating back to Aug 2016, Trump says Putin is 'not going to go into Ukraine,' despite Crimea #VPDebate #Facts\n",
      "\n",
      "https://t.co/zpIGPUUMA5\n",
      "keywords::::::: ['Crimea', 'dating back', 'back Trump', 'Trump say', 'say Putin', 'Trump', 'Putin', 'Ukraine', 'Crimea']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 719 ---------------------------------------\n",
      "Tweet::::::: RT @TheDailyEdge: #VPDebate\n",
      "\n",
      "Pence: \"Donald Trump never said those things!\"\n",
      "\n",
      "Fact checkers: https://t.co/NIcdEbBFUe\n",
      "keywords::::::: ['said thing', 'thing Fact', 'Fact checker', 'checker', 'Pence Donald', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 720 ---------------------------------------\n",
      "Tweet::::::: RT @JustinWolfers: We've now got tons of post-debate polling. Looks like Clinton +4 immediately after the debate, widening to Clinton +6 po…\n",
      "keywords::::::: ['debate', 'widening', 'Weve ton', 'ton postdebate', 'postdebate polling', 'Clinton', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 721 ---------------------------------------\n",
      "Tweet::::::: RT @PGourevitch: Pence knows many little things that Trump doesn’t know but he doesn’t know one big thing, how to defend Trump’s statements…\n",
      "keywords::::::: ['defend', 's', 'statements…', 'Pence know', 'know many', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 722 ---------------------------------------\n",
      "Tweet::::::: RT @riverdaughter: NAILED IT. Pence refuses to defend Trump.\n",
      "keywords::::::: ['refuse defend', 'defend Trump', 'Trump', 'NAILED Pence', 'Pence refuse', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 723 ---------------------------------------\n",
      "Tweet::::::: RT @WayneDupreeShow: #Kaine #Clinton want tomorrow headlines to be that #Pence didn't defend Trump when he did\n",
      "\n",
      "#VPdebate #VPdebate2016 #De…\n",
      "keywords::::::: ['didnt defend', 'defend Trump', 'Trump', 'want tomorrow', 'tomorrow headline', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 724 ---------------------------------------\n",
      "Tweet::::::: Everyone was complaining about Trump during the debate but Kaine is actually being much more aggressive and loud\n",
      "\n",
      "#VPDebate\n",
      "keywords::::::: ['loud', 'Everyone complaining', 'complaining Trump', 'Trump debate', 'debate Kaine', 'Trump', 'Kaine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 725 ---------------------------------------\n",
      "Tweet::::::: RT @KevinMKruse: KAINE: (verbatim Trump quote)\n",
      "PENCE: (bewildered reaction, claim he never said that)\n",
      "MODERATOR: \"Moving on, gentlemen...\"\n",
      "keywords::::::: ['reaction claim', 'claim never', 'never said', 'said MODERATOR', 'MODERATOR Moving', 'KAINE', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 726 ---------------------------------------\n",
      "Tweet::::::: Pence is doing a terrific job rebutting literally everything Trump has ever said about Russia and Putin.\n",
      "keywords::::::: ['Putin', 'Pence terrific', 'terrific rebutting', 'rebutting literally', 'literally everything', 'Trump', 'Russia', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 727 ---------------------------------------\n",
      "Tweet::::::: RT @jaxbra: [They've] praised Putin as a great leader.\n",
      "\n",
      "*head shake*\n",
      "NO we haven't.\n",
      "\n",
      "Duuuuude. Come on.\n",
      "\n",
      "#VPDebate\n",
      "\n",
      "https://t.co/4eA9oSipLL…\n",
      "keywords::::::: ['head shake', 'shake havent', 'havent Duuuuude', 'Duuuuude Come', 'great leader', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 728 ---------------------------------------\n",
      "Tweet::::::: RT @timkaine: Hillary Clinton’s life has always been about putting others first—Donald Trump’s always been about putting himself first.\n",
      "keywords::::::: ['Trump', 'first', 'Hillary Clinton', 'Clinton ’', '’ s', 'Hillary', 'Clinton']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 729 ---------------------------------------\n",
      "Tweet::::::: RT @JYSexton: How could neither Kaine or the moderator not mention that Pence called Trump's Muslim ban unconstitutional?\n",
      "keywords::::::: ['unconstitutional', 'could neither', 'neither Kaine', 'Kaine moderator', 'moderator mention', 'Kaine', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 730 ---------------------------------------\n",
      "Tweet::::::: RT @FiveThirtyEight: 51% of Americans trust Clinton with nuclear weapons. 25% trust Trump. #VPDebate  https://t.co/cVT0smoBot\n",
      "keywords::::::: ['weapon trust', 'trust Trump', 'nuclear weapon', 'Trump', 'Americans trust', 'Clinton', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 731 ---------------------------------------\n",
      "Tweet::::::: RT @NBCNews: Pence has defended Trump's praise of Putin https://t.co/jitbGVTm6r #VPDebate #Decision2016 https://t.co/MD3st3iBA5\n",
      "keywords::::::: ['Putin', 'Pence defended', 'defended Trumps', 'Trumps praise', 'praise Putin', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 732 ---------------------------------------\n",
      "Tweet::::::: RT @JeffreyGoldberg: Hard to believe Mike Pence is acting as if Donald Trump does not admire Vladimir Putin.\n",
      "keywords::::::: ['Putin', 'Hard believe', 'believe Mike', 'Mike Pence', 'Pence acting', 'Mike', 'Pence', 'Donald', 'Trump', 'Vladimir', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 733 ---------------------------------------\n",
      "Tweet::::::: RT @93wibc: #Pence says Trump wants to rebuild the military. #Kaine counters with #Trump not paying taxes\n",
      "keywords::::::: ['rebuild military', 'military counter', 'counter paying', 'paying tax', 'paying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 734 ---------------------------------------\n",
      "Tweet::::::: RT @RobertEHayes: #VP Kaine is swinging for the fence. Pence is avoiding praising Trump. Kaine: \"you're a Trump apprentice.\"\n",
      "keywords::::::: ['youre', 'apprentice', 'Kaine swinging', 'swinging fence', 'fence Pence', 'Kaine', 'Trump', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 735 ---------------------------------------\n",
      "Tweet::::::: RT @DearAuntCrabby: POLL: Trump calls tax avoidance \"smart,\" most Americans call it \"unpatriotic\" https://t.co/5csCybzEcj\n",
      "keywords::::::: ['smart', 'Americans', 'unpatriotic', 'POLL Trump', 'Trump call', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 736 ---------------------------------------\n",
      "Tweet::::::: RT @jonward11: Pence: Trump \"never said\" more nations should get nuclear weapons. \n",
      "\n",
      "But he did say that: https://t.co/9tVOOOX4q0\n",
      "keywords::::::: ['nuclear weapon', 'nation nuclear', 'said nation', 'weapon', 'Pence Trump', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 737 ---------------------------------------\n",
      "Tweet::::::: RT @thepoliticalcat: \"Donald Trump knew Russia had invaded Ukraine. He meant it's not gonna happen again.\" Say WUT? Um ...\n",
      "keywords::::::: ['happen', 'Donald Trump', 'Trump knew', 'knew Russia', 'Russia invaded', 'Donald', 'Trump', 'Russia', 'Ukraine']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 738 ---------------------------------------\n",
      "Tweet::::::: RT @FrankLuntz: Trump ought to shut up and let Mike Pence do all the talking from now on.\n",
      "\n",
      "#VPDebate\n",
      "keywords::::::: ['talking', 'Trump ought', 'ought shut', 'shut Mike', 'Mike Pence', 'Trump', 'Mike', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 739 ---------------------------------------\n",
      "Tweet::::::: RT @CarlsbadDreamin: #TimKaine brings up Trump taking $150K of funds for 9/11 and refuses to pay taxes so he does not support our troops!\n",
      "keywords::::::: ['support troop', 'troop', 'brings Trump', 'Trump taking', 'taking 150K', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 740 ---------------------------------------\n",
      "Tweet::::::: yes trump has strength because women can't be strong obviously of course it all makes sense now!!!!\n",
      "keywords::::::: ['make sense', 'trump strength', 'strength woman', 'woman cant', 'cant strong']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 741 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 742 ---------------------------------------\n",
      "Tweet::::::: @nickconfessore that's because Trump can't answer them.\n",
      "keywords::::::: ['answer', 'thats Trump', 'Trump cant', 'cant answer', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 743 ---------------------------------------\n",
      "Tweet::::::: RT @jonlovett: Kaine is going to hit back over and over because this isn't about him. Pence won't defend Trump because it IS about him.\n",
      "keywords::::::: ['wont defend', 'defend Trump', 'Trump', 'Kaine going', 'going back', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 744 ---------------------------------------\n",
      "Tweet::::::: RT @MarkSimoneNY: Kaine's theme in this debate is that the number one issue facing Americans is seeing Trump's tax forms!  #VPDebate\n",
      "keywords::::::: ['theme debate', 'debate number', 'number issue', 'issue facing', 'facing Americans']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 745 ---------------------------------------\n",
      "Tweet::::::: @mariashriver no it's not swaying me. I would never vote Trump\n",
      "keywords::::::: ['Trump', 'swaying would', 'would never', 'never vote', 'vote Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 746 ---------------------------------------\n",
      "Tweet::::::: RT @CharlesHHughes: Trump's plan to rein in debt:\n",
      "\n",
      "1) Expand military\n",
      "2) Don't touch entitlements\n",
      "3)?\n",
      "4)Lower debt\n",
      "\n",
      "https://t.co/06vj8KKCIo…\n",
      "keywords::::::: ['touch entitlement', 'entitlement Lower', 'Lower debt', 'rein debt', 'debt Eand']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 747 ---------------------------------------\n",
      "Tweet::::::: RT @brianjameswalsh: And Pence ought to go home and thank the Dear Lord that the moderator didn't fact check his statements versus Trump th…\n",
      "keywords::::::: ['statement versus', 'versus Trump', 'check statement', 'fact check', 'didnt fact', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 748 ---------------------------------------\n",
      "Tweet::::::: RT @MichaelSkolnik: Pence keeps saying, “I’ll happily defend Trump…” Yet he keeps pivots and never does. #VPDebate\n",
      "keywords::::::: ['happily defend', 'defend Trump…', 'Trump… ”', '” keep', 'keep pivot']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 749 ---------------------------------------\n",
      "Tweet::::::: RT @StuPolitics: Pence needs to watch videos of Trump speeches.  He might know what Trump has said.\n",
      "keywords::::::: ['watch video', 'video Trump', 'Trump speech', 'speech might', 'might know', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 750 ---------------------------------------\n",
      "Tweet::::::: RT @DrRicoShort: Mike Pence isn't defending Trump. He's just criticizing Hilary. #VPDebate\n",
      "keywords::::::: ['isnt defending', 'defending Trump', 'Trump criticizing', 'criticizing Hilary', 'Hilary', 'Mike', 'Pence', 'Trump', 'Hilary']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 751 ---------------------------------------\n",
      "Tweet::::::: He thinks #Putin will respect #Trump due to strength? Putin thinks he's a clown! #clueless #VPDebate\n",
      "keywords::::::: ['respect strength', 'strength Putin', 'Putin think', 'think clown', 'think respect', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 752 ---------------------------------------\n",
      "Tweet::::::: RT @mckaycoppins: Kaine is not wrong that Pence has consistently avoided defending Trump tonight.\n",
      "keywords::::::: ['avoided defending', 'defending Trump', 'Trump tonight', 'consistently avoided', 'tonight', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 753 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 754 ---------------------------------------\n",
      "Tweet::::::: I've noticed this too. Immediately discrediting even when Kaine is speaking the truth. Trump followers must be eati… https://t.co/7zKf1uxvD9\n",
      "keywords::::::: ['Trump', 'follower', 'must', 'eati…', 'noticed Immediately', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 755 ---------------------------------------\n",
      "Tweet::::::: RT @benensonj: Pence just lied through his teeth when he denied Trump said more countries should get nukes!\n",
      "keywords::::::: ['country nuke', 'said country', 'teeth denied', 'denied Trump', 'Trump said', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 756 ---------------------------------------\n",
      "Tweet::::::: RT @HillaryClinton: Mike Pence claiming that Trump supports our troops and veterans when he insults them and probably doesn't pay taxes is…\n",
      "keywords::::::: ['probably doesnt', 'doesnt tax', 'insult probably', 'veteran insult', 'troop veteran', 'Mike', 'Pence', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 757 ---------------------------------------\n",
      "Tweet::::::: RT @MichaelSkolnik: Pence keeps saying, “I’ll happily defend Trump…” Yet he keeps pivots and never does. #VPDebate\n",
      "keywords::::::: ['happily defend', 'defend Trump…', 'Trump… ”', '” keep', 'keep pivot']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 758 ---------------------------------------\n",
      "Tweet::::::: RT @marymacTV: Kaine doesn't know how to deal with Pence claiming Donald Trump never said things he has absolutely said.\n",
      "keywords::::::: ['absolutely said', 'said thing', 'thing absolutely', 'doesnt know', 'know deal', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 759 ---------------------------------------\n",
      "Tweet::::::: RT @chrislhayes: Kaine dgaf about how he comes off. He just wants to keep pounding Trump. Pence cares a lot about how he comes off.\n",
      "keywords::::::: ['care come', 'come want', 'want keep', 'keep pounding', 'pounding Trump', 'Kaine', 'Trump', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 760 ---------------------------------------\n",
      "Tweet::::::: RT @komonews: Kaine on nuclear weapons: Trump could be the \"fool or maniac\" who triggers a \"catastrophic event\" #VPDebate https://t.co/Jw5b…\n",
      "keywords::::::: ['catastrophic event', 'trigger catastrophic', 'maniac trigger', 'fool maniac', 'nuclear weapon', 'Kaine', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 761 ---------------------------------------\n",
      "Tweet::::::: Has Pence even said \"Trump and I\"?  I keep hearing Trump this and Trump that but nothing linking the two of them as being together in this.\n",
      "keywords::::::: ['Trump', 'keep', 'hearing', 'nothing', 'linking', 'Trump', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 762 ---------------------------------------\n",
      "Tweet::::::: RT @thehill: Republicans warn Trump not to bring up Bill Clinton's infidelities https://t.co/nObYAiBTQe https://t.co/dY4RfQMS7F\n",
      "keywords::::::: ['Clintons', 'infidelity', 'Republicans warn', 'warn Trump', 'Trump bring', 'Trump', 'Bill', 'Clintons']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 763 ---------------------------------------\n",
      "Tweet::::::: RT @RichLowry: That Pence has to deny Trump's support for mass deportation another indication of how ill-considered it was\n",
      "keywords::::::: ['deportation', 'another', 'indication', 'illconsidered', 'Pence deny']\n",
      "------------------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------Tweet count # 764 ---------------------------------------\n",
      "Tweet::::::: RT @LOLGOP: It was really rude of Tim Kaine to repeat things Donald Trump said in front of Mike Pence.\n",
      "keywords::::::: ['Pence', 'really rude', 'rude Kaine', 'Kaine repeat', 'repeat thing', 'Kaine', 'Donald', 'Trump', 'Mike', 'Pence']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 765 ---------------------------------------\n",
      "Tweet::::::: RT @StuPolitics: Pence needs to watch videos of Trump speeches.  He might know what Trump has said.\n",
      "keywords::::::: ['watch video', 'video Trump', 'Trump speech', 'speech might', 'might know', 'Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 766 ---------------------------------------\n",
      "Tweet::::::: RT @JustinWolfers: Pence just denied that Trump called NATO obsolete. https://t.co/dAVsniqAE2\n",
      "keywords::::::: ['obsolete', 'Pence denied', 'denied Trump', 'Trump called', 'called NATO', 'Trump', 'NATO']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 767 ---------------------------------------\n",
      "Tweet::::::: RT @beeboobeeboop: why pence acting like he's never met trump\n",
      "keywords::::::: ['acting like', 'like never', 'never trump', 'penny acting', 'trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 768 ---------------------------------------\n",
      "Tweet::::::: RT @ezraklein: It sort of works in the debate, but Pence shaking head, saying \"no he hasn't\" is going to look bad in ads next to Trump sayi…\n",
      "keywords::::::: ['going look', 'look next', 'next Trump', 'Trump sayi…', 'head saying', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 769 ---------------------------------------\n",
      "Tweet::::::: RT @Slate: Donald Trump's ties to Russia are even scarier than you think: https://t.co/0sZKLcrBBr #vpdebate https://t.co/lAkrxxtmsl\n",
      "keywords::::::: ['scarier think', 'think', 'Donald Trumps', 'Trumps tie', 'tie Russia', 'Donald', 'Trumps', 'Russia']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 770 ---------------------------------------\n",
      "Tweet::::::: Pence can't defend Trump &amp; has the nerve to call Tim a loyal soldier- #ImWithTim #VPDebate https://t.co/6I2pfOzizH\n",
      "keywords::::::: ['loyal soldier', 'soldier', 'Pence cant', 'cant defend', 'defend Trump', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 771 ---------------------------------------\n",
      "Tweet::::::: RT @FrankLuntz: \"We knew that line was coming and prepared for it.\"  #VPDebate \n",
      "\n",
      "– Email from a Trump campaign ally\n",
      "keywords::::::: ['campaign ally', 'coming prepared', 'prepared Email', 'Email Trump', 'Trump campaign', 'Email', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 772 ---------------------------------------\n",
      "Tweet::::::: RT @FrankLuntz: \"We knew that line was coming and prepared for it.\"  #VPDebate \n",
      "\n",
      "– Email from a Trump campaign ally\n",
      "keywords::::::: ['campaign ally', 'coming prepared', 'prepared Email', 'Email Trump', 'Trump campaign', 'Email', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 773 ---------------------------------------\n",
      "Tweet::::::: RT @SimonMaloy: KAINE: Donald Trump and Mike Pence have said Putin is a great leader\n",
      " \n",
      "PENCE: no we haven't! https://t.co/eWCr0HtoPK\n",
      "keywords::::::: ['great leader', 'leader PENCE', 'PENCE havent', 'havent', 'KAINE Donald', 'KAINE', 'Donald', 'Trump', 'Mike', 'Pence', 'Putin']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 774 ---------------------------------------\n",
      "Tweet::::::: RT @ddale8: Mike Pence is accusing Tim Kaine of uttering an \"avalanche of insults\" for literally listing Donald Trump quotes.\n",
      "keywords::::::: ['quote', 'Mike Pence', 'Pence accusing', 'accusing Kaine', 'Kaine uttering', 'Mike', 'Pence', 'Kaine', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 775 ---------------------------------------\n",
      "Tweet::::::: RT @fmanjoo: Pence has a good defense: “Those things you’re saying Trump has said are crazy! No one believes anyone would say such crazy th…\n",
      "keywords::::::: ['crazy belief', 'belief anyone', 'anyone would', 'would crazy', 'said crazy', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 776 ---------------------------------------\n",
      "Tweet::::::: @kayleighmcenany Pence continues to lie just like Trump and you. Basket of deplorable a for the world to see. #VPDebate\n",
      "keywords::::::: ['world', 'Pence continues', 'continues like', 'like Trump', 'Trump Basket', 'Trump', 'Basket']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 777 ---------------------------------------\n",
      "Tweet::::::: RT @FiveThirtyEight: 51% of Americans trust Clinton with nuclear weapons. 25% trust Trump. #VPDebate  https://t.co/cVT0smoBot\n",
      "keywords::::::: ['weapon trust', 'trust Trump', 'nuclear weapon', 'Trump', 'Americans trust', 'Clinton', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 778 ---------------------------------------\n",
      "Tweet::::::: RT @FrankLuntz: \"We knew that line was coming and prepared for it.\"  #VPDebate \n",
      "\n",
      "– Email from a Trump campaign ally\n",
      "keywords::::::: ['campaign ally', 'coming prepared', 'prepared Email', 'Email Trump', 'Trump campaign', 'Email', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 779 ---------------------------------------\n",
      "Tweet::::::: Vladimir Putin would like a word with Donald Trump about Mike Pence's comments tonight.\n",
      "keywords::::::: ['tonight', 'Vladimir Putin', 'Putin would', 'would like', 'like word', 'Vladimir', 'Putin', 'Donald', 'Trump', 'Mike', 'Pences']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 780 ---------------------------------------\n",
      "Tweet::::::: RT @poniewozik: Mike Pence will solidly win this debate in his closing remarks, when he flatly denies that Donald Trump is running for pres…\n",
      "keywords::::::: ['flatly denies', 'denies Donald', 'Donald Trump', 'Trump running', 'running pres…', 'Mike', 'Pence', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 781 ---------------------------------------\n",
      "Tweet::::::: RT @jeremyscahill: Every time Pence denies something everyone knows is true about Trump, I think of this... https://t.co/PGRNN95NCv\n",
      "keywords::::::: ['know true', 'true Trump', 'Trump think', 'think', 'Every time', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 782 ---------------------------------------\n",
      "Tweet::::::: @timkaine Trump did not say that the judge was disqualified for being Mexican as if being Mexican made him less intelligent. Don't lie\n",
      "keywords::::::: ['Trump', 'judge', 'disqualified', 'Mexican', 'made', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 783 ---------------------------------------\n",
      "Tweet::::::: RT @Slate: Former Apprentice crew members on their old boss, Donald Trump: https://t.co/xc9ASEElbx https://t.co/yCGHrKeeVr\n",
      "keywords::::::: ['Trump', 'Former Apprentice', 'Apprentice crew', 'crew member', 'member bos', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 784 ---------------------------------------\n",
      "Tweet::::::: RT @vdare: Kaine keeps yapping about Trump's business dealings in Russia -- what about Clinton Foundation and Saudi Arabia? #VPDebate\n",
      "keywords::::::: ['business dealing', 'dealing Russia', 'Russia Clinton', 'Clinton Foundation', 'Foundation Saudi', 'Kaine', 'Russia', 'Clinton', 'Foundation', 'Saudi', 'Arabia']\n",
      "------------------------------------------------------\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 600.1848335273258\n",
      "topic is: ['said', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 951.5616632421583\n",
      "topic is: ['lied', 'can', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 441.4753635253635\n",
      "topic is: ['talk', 'defense trump', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 97.10164280164278\n",
      "topic is: ['defend', 'Trump…', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 206.44645354645363\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 603.1279831279828\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 756.7103540250596\n",
      "topic is: ['MIKE', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 269.1840270840271\n",
      "topic is: ['happily defend']\n",
      "--------------------------\n",
      "cluster_value 42.0\n",
      "topic is: ['return', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 103.70482817835759\n",
      "topic is: ['time', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 231.29892101362688\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 655.8203174448527\n",
      "topic is: ['going', 'nuclear weapon', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 185.3842268842269\n",
      "topic is: ['think theyre', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 143.89912399262244\n",
      "topic is: ['debt', 'military', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 151.86860214948453\n",
      "topic is: ['statement', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 45.11278998778998\n",
      "topic is: ['happy', 'Hilary', 'Russia', 'Donald', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 86.15421278068338\n",
      "topic is: ['point', 'Kaine', 'Donald', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 84.63193614091446\n",
      "Global measure for similarity among clusters :  314.2037377473651\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start proccessing after how many seconds ??? 12\n",
      "*******************************Analysis*****************************************\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "dynamic_similarity_measure 0.002\n",
      "dynamic_buffer_count 5.0\n",
      "No of Topics Detected :  18\n",
      "topic is: ['going', 'nuclear weapon', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 185.3842268842269\n",
      "topic is: ['think theyre', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 143.89912399262244\n",
      "topic is: ['debt', 'military', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 151.86860214948453\n",
      "topic is: ['statement', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 45.11278998778998\n",
      "topic is: ['happy', 'Hilary', 'Russia', 'Donald', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 86.15421278068338\n",
      "topic is: ['point', 'Kaine', 'Donald', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 84.63193614091446\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 600.1848335273258\n",
      "topic is: ['shaking head', 'Donald Trump', 'Mike', 'Pence', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 951.5616632421583\n",
      "topic is: ['Trump']\n",
      "--------------------------\n",
      "cluster_value 441.4753635253635\n",
      "topic is: ['talk', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 93.24766344766347\n",
      "topic is: ['Trump']\n",
      "--------------------------\n",
      "cluster_value 165.7160922410923\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 601.1279831279828\n",
      "topic is: ['path chose', 'foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 754.7103540250596\n",
      "topic is: ['MIKE', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 269.1840270840271\n",
      "topic is: ['happily defend']\n",
      "--------------------------\n",
      "cluster_value 42.0\n",
      "topic is: ['return', 'release return', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 103.70482817835759\n",
      "topic is: ['ticking time', 'time', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 231.29892101362688\n",
      "topic is: ['actually said', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 655.3203174448527\n",
      "Global measure for similarity among clusters :  311.47682993295734\n",
      "without descending\n",
      "18\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['said', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['lied', 'can', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['talk', 'defense trump', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['defend', 'Trump…', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['MIKE', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['happily defend']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['return', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['time', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 0\n",
      "topic is: ['going', 'nuclear weapon', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 185.3842268842269\n",
      "topic is: ['think theyre', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 143.89912399262244\n",
      "topic is: ['debt', 'military', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 151.86860214948453\n",
      "topic is: ['statement', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 45.11278998778998\n",
      "topic is: ['happy', 'Hilary', 'Russia', 'Donald', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 86.15421278068338\n",
      "topic is: ['point', 'Kaine', 'Donald', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 84.63193614091446\n",
      "Global measure for similarity among clusters :  38.72504955198454\n",
      "********************************************************************************\n",
      "--------------Tweet count # 785 ---------------------------------------\n",
      "Tweet::::::: “9 terrifying things Donald Trump has publicly said about nuclear weapons” by @JuddLegum https://t.co/q5sXcf4VT7\n",
      "keywords::::::: ['nuclear weapons', 'weapons ”', 'weapons', '”', 'terrifying thing', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 786 ---------------------------------------\n",
      "Tweet::::::: The great lie of Trump/Pence on foreign policy is that everything that happens is only ever about what the United States does (or does not)\n",
      "keywords::::::: ['foreign policy', 'policy everything', 'everything happens', 'happens ever', 'ever United', 'United', 'States']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 787 ---------------------------------------\n",
      "Tweet::::::: RT @AdamSerwer: Pence's strategy is acting like Kaine's mention of Trump's remarks are so far fetched he couldn't have said them, even thou…\n",
      "keywords::::::: ['acting like', 'like Kaines', 'Kaines mention', 'mention Trumps', 'Trumps remark', 'Kaines']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 788 ---------------------------------------\n",
      "Tweet::::::: RT @BobbyBigWheel: KAINE: [repeats something Donald Trump said]\n",
      "PENCE: This is an insult-driven campaign!\n",
      "keywords::::::: ['insultdriven campaign', 'campaign', 'KAINE repeat', 'repeat something', 'something Donald', 'KAINE', 'Donald', 'Trump']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 789 ---------------------------------------\n",
      "Tweet::::::: Sad things happen when good parrots explode. Keep your parrots away from toxic waste, kids. #Trump https://t.co/Pd2bewqJYo\n",
      "keywords::::::: ['away', 'toxic', 'waste', 'kid', 'thing happen']\n",
      "------------------------------------------------------\n",
      "--------------Tweet count # 790 ---------------------------------------\n",
      "Tweet::::::: RT @benbosk: \"You really ARE Donald Trump's 'Apprentice'\" #VPDebate https://t.co/xfrLj89c2r\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "Noise Tweet\n",
      "topic is: ['trump', 'tax', 'Mike', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 600.1848335273258\n",
      "topic is: ['said', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 951.5616632421583\n",
      "topic is: ['lied', 'can', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 441.4753635253635\n",
      "topic is: ['talk', 'defense trump', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 97.45012765012763\n",
      "topic is: ['defend', 'Trump…', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 217.1767898767899\n",
      "topic is: ['running mate', 'Pence', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 603.1279831279828\n",
      "topic is: ['foreign policy', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 758.0263713410768\n",
      "topic is: ['MIKE', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 269.1840270840271\n",
      "topic is: ['happily defend']\n",
      "--------------------------\n",
      "cluster_value 42.0\n",
      "topic is: ['return', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 103.70482817835759\n",
      "topic is: ['time', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 231.29892101362688\n",
      "topic is: ['family', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 655.8203174448527\n",
      "topic is: ['going', 'nuclear weapon', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 185.5660450660451\n",
      "topic is: ['think theyre', 'Kaine', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 143.89912399262244\n",
      "topic is: ['debt', 'military', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 151.86860214948453\n",
      "topic is: ['statement', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 45.11278998778998\n",
      "topic is: ['happy', 'Hilary', 'Russia', 'Donald', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 86.15421278068338\n",
      "topic is: ['point', 'Kaine', 'Donald', 'Trump']\n",
      "--------------------------\n",
      "cluster_value 90.54758715656546\n",
      "Global measure for similarity among clusters :  315.2310881747155\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start proccessing after how many seconds ??? -1\n",
      "interrupted!\n"
     ]
    }
   ],
   "source": [
    "allow_interrupt = True \n",
    "list_of_tweets=[]\n",
    "readAt = 1001 \n",
    "count=1 \n",
    "while True:\n",
    "    try: \n",
    "        x = random.randint(0,1)\n",
    "        import time\n",
    "        time.sleep(int(x)) \n",
    "        tweet_data = df2['text'][readAt] \n",
    "        readAt = readAt+1\n",
    "        print(\"--------------Tweet count #\",count,\"---------------------------------------\")\n",
    "        print(\"Tweet:::::::\",tweet_data)\n",
    "        tweet = tp.clean(tweet_data) \n",
    "        tweet = ip.imply_preprocess(tweet) \n",
    "        tweet_keywords,corpus,ner= fs.give_top_utility_score_features(tweet,corpus, ner_corpus) \n",
    "        new_tweet = cf.makeTweetObjects(tweet_keywords) \n",
    "        list_of_tweetobjects.append(new_tweet) \n",
    "        print(\"keywords:::::::\",tweet_keywords) \n",
    "        count=count+1 \n",
    "        print(\"------------------------------------------------------\") \n",
    "    except KeyboardInterrupt: \n",
    "        if allow_interrupt: \n",
    "            list_of_active_centroids = cf.give_list_of_active_clusters(list_of_tweetobjects,0.002,5)\n",
    "            #print(\"length of active centroids\",len(list_of_active_centroids))\n",
    "            cf.giveDetails(list_of_active_centroids) \n",
    "            refine_time = int(input(\"start proccessing after how many seconds ??? \")) \n",
    "            \n",
    "            if refine_time == -1 : \n",
    "                print ('interrupted!') \n",
    "                break \n",
    "            else: \n",
    "                queue_of_current_centroids = deque() \n",
    "                [queue_of_current_centroids.append(i) for i in list_of_active_centroids] \n",
    "                if len(queue_of_current_centroids)!=0:\n",
    "                    \n",
    "                    print(\"*******************************Analysis*****************************************\")\n",
    "                    descend(refine_time) \n",
    "                    print(\"********************************************************************************\")\n",
    "                else :\n",
    "                    print(\"No active clusters!!!!!!!!\")\n",
    "                pass"
   ]
  },
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   "source": []
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