sentiment_analysis_comments_per_day.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import nltk\n",
    "from nltk.sentiment.vader import SentimentIntensityAnalyzer\n",
    "from nltk import tokenize\n",
    "import csv\n",
    "import itertools\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "50\n"
     ]
    }
   ],
   "source": [
    "link='separatedCommentsFile.csv'\n",
    "\n",
    "input1 = open(link, 'r')\n",
    "\n",
    "lines = itertools.islice(input1,1,None)\n",
    "reader = csv.reader(lines)\n",
    "\n",
    "full_len = len(list(reader))\n",
    "\n",
    "print(full_len)\n",
    "\n",
    "input1.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "words = set(nltk.corpus.words.words())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0.5649142857142857, 0.09866666666666667, 0.36345, 0.3612, 0.0, 0.3825, 0.1027, 0.5574, 0.0, 0.0], [0.0, 0.0, 0.1806, 0.0, 0.0, 0.0, -0.1027, 0.0, 0.29173333333333334, -0.296, 0.4588, 0.31845, 0.0, 0.0], [0.0, 0.10655, -0.19975, 0.0, 0.5574, 0.0, 0.3612, 0.0, 0.0], [0.0, 0.16175, 0.0, 0.2732, 0.31845, 0.0, 0.0, 0.16463333333333333], [0.0, 0.6697, 0.0, 0.0, 0.5267, 0.03675, 0.8403, 0.0], [0.5697, 0.3182, 0.7964, 0.2023, 0.0], [0.30135, 0.33440000000000003, 0.7506, 0.4404, 0.0, 0.0, 0.6799499999999999, -0.0772, 0.9118], [-0.07996, -0.0438, 0.9153, 0.418, 0.6697, 0.0, -0.4767, 0.1872, 0.3818, 0.3612], [0.6996800000000001, 0.6808, -0.2263, 0.7184, 0.22288000000000002, 0.4215, 0.3612, 0.0, 0.4502, 0.6369], [0.4902, 0.0, 0.5677857142857142, -0.3804, 0.0, 0.0, 0.33, 0.0, 0.7378], [0.54712, 0.5374], [0.6369, 0.34, -0.11372, 0.743, 0.61815, 0.5621, 0.8307, 0.6483], [-0.26145, -0.04491999999999999, -0.13775, -0.2755, 0.0, -0.4404], [0.7042285714285715, 0.7323166666666666, 0.4888666666666667, 0.8399, 0.9538, 0.6459], [0.0, 0.7006333333333332, 0.9834, 0.4404, 0.3182, 0.5994, 0.30086, 0.31795, 0.6369, 0.53075, 0.6249, 0.4404], [0.0, 0.0, 0.0, 0.0, -0.5267, -0.296, -0.41135, 0.0, -0.296, 0.0, 0.0, -0.296, 0.0, -0.5267, -0.0258], [0.54615, -0.18523333333333336, 0.23835, 0.1806, -0.4023, -0.1027, 0.5994, -0.1458, 0.3182, 0.5859, 0.6908, 0.0307, 0.0, 0.128], [0.0], [0.7964, 0.69496, 0.394575, 0.6031799999999999, 0.5882000000000001, 0.7416499999999999, 0.0], [-0.34, 0.3138666666666667, 0.18422, 0.0, 0.614, 0.0, 0.4404, 0.1901, 0.0, 0.31845, 0.0], [0.0, 0.0], [-0.11752857142857143, 0.04013333333333333, -0.148, 0.0, 0.0], [0.4005, 0.9001, 0.4613666666666667, 0.2144, 0.7574, 0.5859, 0.8529, 0.6113000000000001, 0.6369, 0.204, 0.80735, 0.8268, 0.0, 0.8553], [0.29264, 0.0, 0.4404, 0.5859, 0.4019, 0.3612, 0.921], [0.8526499999999999, 0.61215, 0.84902, 0.5859, 0.9134, 0.5104500000000001, 0.9465, 0.8176, 0.74585, 0.7935, 0.5994], [0.3326, 0.53035, 0.7845, 0.5714, 0.3182, -0.22305, 0.87015, 0.0, 0.6369, 0.6682, 0.0, 0.6124, 0.0, 0.5574], [0.0], [0.24132857142857142, 0.4486666666666667, -0.0824, 0.43275, 0.7096, -0.6439, -0.4767, 0.5194], [0.5367923076923078, 0.62075, 0.0, 0.6369], [-0.0772, -0.27115, 0.0, -0.4588, -0.4019, 0.6361, -0.18626666666666666, -0.4767, -0.3818, 0.1806, 0.047599999999999976, -0.4228], [0.6086199999999999], [-0.074, -0.17556666666666665, -0.074, -0.148, 0.0, 0.0, 0.0, 0.0], [0.984, 0.6828461538461539, 0.7103200000000001, 0.9], [-0.3852166666666666, -0.2600166666666666, -0.4153, -0.9367, 0.5574, -0.4364, -0.8842], [0.3776333333333333, 0.44530000000000003, -0.2263, 0.1366, 0.0], [0.47735, 0.6113999999999999, 0.3722375, 0.5167333333333334, 0.7192], [0.0772, 0.03558, 0.08522500000000001, 0.0, 0.0, 0.8424, 0.7964, -0.7065, 0.0], [0.3544833333333333, 0.029320000000000002, 0.42775, 0.0, -0.5994, 0.0, 0.0, 0.0, 0.6369], [0.05539999999999997, 0.43753333333333333, 0.030350000000000002, -0.12885, 0.0, 0.6808, 0.57175, 0.0, 0.3612, 0.34, 0.2732], [0.07253333333333335, 0.8256, 0.4215, 0.0, 0.2023, 0.0, 0.0, 0.888, 0.38585, 0.0, 0.2732, 0.0, -0.3818, 0.34], [0.0, 0.0], [0.18409999999999999, 0.7152333333333334, 0.6093500000000001, 0.7906, 0.0772, 0.0, 0.5719, 0.4927, 0.891], [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [0.10615000000000001, 0.0, 0.0], [0.464, 0.21015, -0.03423333333333333, 0.0, 0.0, -0.296, 0.0, -0.17675, 0.4019, 0.0, -0.296, 0.0, 0.0, 0.2023], [0.6659416666666668, 0.0, 0.9527, 0.408825], [], [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.296], [0.63305, 0.677775, 0.8655, 0.85815, 0.62925, 0.8225, 0.6369, 0.0, 0.6361, 0.35705000000000003, 0.8535], []]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'\\ntexts = [\"This is good, catchy, and hillarious.\", \\n\"This is intellectual, awesome, and hillarious!\", \\n\"This is very intellectual, awesome, and hillarious.\",  \\n\"This is VERY intellectual, awesome, and HILLARIOUS.\",  \\n\"This is VERY intellectual, awesome, and HILLARIOUS!!!\",\\n\"This is VERY intellectual, really awesome, and INCREDIBLY Hillarious!!!\",\\n\"The movie was fine.\",        \\n\"The movie was a one time watch.\",  \\n\"The plot was amazing, but the characters are boring and the dialog is not great.\", \\n\"A really bad, horrible book.\",       \\n\"At least it isn\\'t a horrible book.\", \\n\":) and :D\",     \\n\"\",             \\n\"Today was cool\",     \\n\"This was dope!\",    \\n\"This was pathetic!\",    \\n\"This kinda was creepy! But there were a lot of lol moments\" \\n]\\n'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "texts=[]\n",
    "\n",
    "link=\"separatedCommentsFile.csv\"\n",
    "\n",
    "with open(link, newline='', encoding='utf8') as f:\n",
    "    lines = itertools.islice(f,1,None)\n",
    "    reader = csv.reader(lines)\n",
    "    \n",
    "    final_avg_list=[]\n",
    "    for row in reader:\n",
    "        avg=[]\n",
    "        for i in range(1,len(row)):\n",
    "            texts=[]\n",
    "            if row[i]:\n",
    "                check1=\" \".join(w for w in nltk.wordpunct_tokenize(row[i]) \\\n",
    "                        if w.lower() in words or not w.isalpha())\n",
    "\n",
    "                comments_arr=check1.split(\";\")\n",
    "\n",
    "                strip1=map(lambda x: re.sub(r\"http\\S+\",'',x), comments_arr)\n",
    "                strip2=list(strip1)\n",
    "\n",
    "                strip3=map(lambda x: re.sub(r\"a href\",'',x), strip2)\n",
    "                strip4=list(strip3)\n",
    "\n",
    "                strip5=map(lambda x: x.strip(), strip4)\n",
    "                strip6=list(strip5)\n",
    "                strip7=filter(None,strip6)\n",
    "                texts.append(list(strip7))\n",
    "\n",
    "                # Calculting sentiment scores\n",
    "\n",
    "                analyser = SentimentIntensityAnalyzer()\n",
    "\n",
    "                for i in range(0,len(texts)):\n",
    "                    if texts[i]:\n",
    "                        for review in texts[i]:\n",
    "                            #print(review)\n",
    "                            sentiment_score = analyser.polarity_scores(review)\n",
    "                            #for i in sorted(sentiment_score):\n",
    "                                #print('{0}: {1}, '.format(i, sentiment_score[i]), end='')\n",
    "                            #print()\n",
    "                        #print()\n",
    "                    \n",
    "                # Compound score is normalized score for each sentence\n",
    "                # Average compound score is calculated for the entire video\n",
    "                # Range is from -1 to +1\n",
    "\n",
    "                #print(texts)\n",
    "                for i in range(0,len(texts)):\n",
    "                    sum1=0\n",
    "                    if texts[i]:\n",
    "                        for review in texts[i]:\n",
    "                            #print(review)\n",
    "                            sentiment_score = analyser.polarity_scores(review)\n",
    "                            sum1=sum1+sentiment_score['compound']\n",
    "                            #print('compound: ' + str(sentiment_score['compound']))\n",
    "\n",
    "                            #print()\n",
    "\n",
    "                        avg_score=sum1/len(texts[i])\n",
    "                        avg.append(avg_score)\n",
    "                        #print(avg_score)\n",
    "        #print(len(avg))\n",
    "        final_avg_list.append(avg)\n",
    "\n",
    "print(final_avg_list)\n",
    "        \n",
    "'''\n",
    "texts = [\"This is good, catchy, and hillarious.\", \n",
    "\"This is intellectual, awesome, and hillarious!\", \n",
    "\"This is very intellectual, awesome, and hillarious.\",  \n",
    "\"This is VERY intellectual, awesome, and HILLARIOUS.\",  \n",
    "\"This is VERY intellectual, awesome, and HILLARIOUS!!!\",\n",
    "\"This is VERY intellectual, really awesome, and INCREDIBLY Hillarious!!!\",\n",
    "\"The movie was fine.\",        \n",
    "\"The movie was a one time watch.\",  \n",
    "\"The plot was amazing, but the characters are boring and the dialog is not great.\", \n",
    "\"A really bad, horrible book.\",       \n",
    "\"At least it isn't a horrible book.\", \n",
    "\":) and :D\",     \n",
    "\"\",             \n",
    "\"Today was cool\",     \n",
    "\"This was dope!\",    \n",
    "\"This was pathetic!\",    \n",
    "\"This kinda was creepy! But there were a lot of lol moments\" \n",
    "]\n",
    "'''\n",
    "\n",
    "#print(list(texts))\n",
    "\n",
    "#Examples include:-\n",
    "\n",
    "# positive sentence example\n",
    "# punctuation shows emphasis \n",
    "# sample positive words \n",
    "# emphasis for CAPS \n",
    "# combination of words\n",
    "# positive words and punctuation (higher score)\n",
    "# positive sentence\n",
    "# qualified as positive sentence\n",
    "# mixed negation sentence\n",
    "# negative sentence with negative words\n",
    "# negated negative sentence \n",
    "# emoticons \n",
    "# empty string \n",
    "# positive slang   \n",
    "# negative slang with punctuation \n",
    "# negative slang with punctuation \n",
    "# mixed sentiment example "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\npara = \"This was one of the worst movies I\\'ve seen, despite awesome reviews. Unbelievably bad acting!! Poor narration. VERY poor production. The movie was poor. Very bad show. VERY bad indeed. VERY BAD video. VERY BAD quality!\"\\n'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''\n",
    "para = \"This was one of the worst movies I've seen, despite awesome reviews. \\\n",
    "Unbelievably bad acting!! Poor narration. VERY poor production. \\\n",
    "The movie was poor. Very bad show. VERY bad indeed. VERY BAD video. VERY BAD quality!\"\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "[['This is fantastic hope to here this in the Justice League film again', 'Is this from', 'Hell yes WISH they had such awesome for each of their like these are WAY MORE EPIC', 'The I get for that wonder woman theme is off the', 'Can anyone please tell me how long concert normally is Duration wise 34 I have bought ticket for the show to plan my travel there That39s why Would appreciate your help', 'the score to the man of steel is the best part about the film to me', 'awesome must39ve been something else to be there wish he would come to']]\n",
      "1\n",
      "1\n",
      "[['man of steel heck yeah', 'For the 1 person that this WILL FIND', 'Can39t wait for Aquaman39s theme or Flash39s']]\n",
      "1\n",
      "2\n",
      "[['This will forever be the new if not one of the new Wonder Woman throughout history', 'is truly a blessing and legend']]\n",
      "1\n",
      "3\n",
      "[['like Guthrie39s a fretless for the Wonder Woman part']]\n",
      "1\n",
      "4\n",
      "[['epic']]\n",
      "1\n",
      "5\n",
      "[['Holy that electric guitar and the wonder woman theme', 'The Man Of Steel theme evoke such as inspiration and courage and can stand on its on When I hear his other it me think about the movie only']]\n",
      "1\n",
      "6\n",
      "[['then they use man of steel song for justice league when superman comes to join the battle for an epic comeback from the grave']]\n",
      "1\n",
      "7\n",
      "[['this version of wonder woman theme is different from the original is she with you Could someone please provide the link of this version if there39s one out there']]\n",
      "1\n",
      "8\n",
      "[['is that that the wonder woman part']]\n",
      "1\n",
      "9\n",
      "[['this video gave me epilepsy']]\n",
      "1\n",
      "0\n",
      "[['I got it you can say the leader is the one in cream']]\n",
      "1\n",
      "1\n",
      "[['oh my lady hold me lady']]\n",
      "1\n",
      "2\n",
      "[['watched this video like 300 million times why did I just isn39t wearing white', 'in these pants can have my soul and everything I own']]\n",
      "1\n",
      "3\n",
      "[['my boy is so smooth']]\n",
      "1\n",
      "4\n",
      "[['Sf9 Skinny jeans And that dance move at a a']]\n",
      "1\n",
      "5\n",
      "[['Who the guy in the purple hair']]\n",
      "1\n",
      "6\n",
      "[['KALIAN LIST BIAS']]\n",
      "1\n",
      "7\n",
      "[['me aw this is so SF9 Me HOLY THEY JUST']]\n",
      "1\n",
      "8\n",
      "[['This song sound so good I really like it Fighting SF9', 'I like the one in white 3', 'My bias is the one wearing white shirt and jeans with white']]\n",
      "1\n",
      "9\n",
      "[['y a mi me da a si me c me a a mi no v']]\n",
      "1\n",
      "10\n",
      "[['a You39re welcome']]\n",
      "1\n",
      "11\n",
      "[['I love the one wearing the tight blue jeans and white shirt', 'Can39t take my of']]\n",
      "1\n",
      "12\n",
      "[['lt3']]\n",
      "1\n",
      "13\n",
      "[['GOT MY HOOKED AT']]\n",
      "1\n",
      "0\n",
      "[['WAIT FOR OUR NEW FANDOM NAME']]\n",
      "1\n",
      "1\n",
      "[['why is this so I can39t believe ya39ll let this flop', 'oppa39s voice lt3 lt3 always support Highlight from lt3']]\n",
      "1\n",
      "2\n",
      "[['like wearing no at the pink', 'It39s that I 39sad39 cause I to cry and found this song Never of this group before now Apparently it used to be Beast and it was under Cube I39ll check out Beast now']]\n",
      "1\n",
      "3\n",
      "[['does kiki39s booty feel']]\n",
      "1\n",
      "4\n",
      "[['YELLOW happiness']]\n",
      "1\n",
      "5\n",
      "[['it39s not it39s', 'the first five of this song have been a million times I39m dying That butt grab There is a reason why he is wearing the robe with the rated 19 symbol']]\n",
      "1\n",
      "6\n",
      "[['Thank You for all the']]\n",
      "1\n",
      "7\n",
      "[['the are so', '39 39']]\n",
      "1\n",
      "8\n",
      "[['skip to a and a']]\n",
      "1\n",
      "0\n",
      "[['i didn39t know how much i singing in my life']]\n",
      "1\n",
      "1\n",
      "[['SINGING WILL BE THE DEATH OF ME AND I WILL WELCOME IT', 'i love your from', 'go to a 27th is my birthday', 'singing my depression my Saved my ass from Amen', 'a HOW DO THEY STRUM SO WELL', 'please marry me', 'SINGING BREATHE IF YOU AGREE', 'Miles39 singing voice left me shook', 'OH MY THEY SOUND SO GOOD', 'a you39re welcome']]\n",
      "1\n",
      "2\n",
      "[['THIS VIDEO GOES OUT TO ALL THE PEOPLE WHO DONT HAVE TWITTER']]\n",
      "1\n",
      "3\n",
      "[['SINGING VOICE IS MY GOD']]\n",
      "1\n",
      "4\n",
      "[['a', 'I just fell in love a bit more with her singing TWENTY ONE']]\n",
      "1\n",
      "5\n",
      "[['a what song tho']]\n",
      "1\n",
      "6\n",
      "[['singing is now my new kink']]\n",
      "1\n",
      "7\n",
      "[['what an adorable little', 'IS SINGING', 'WAIT I NEVER KNEW COULD SING I FEEL']]\n",
      "1\n",
      "0\n",
      "[['Ice cream everyday']]\n",
      "1\n",
      "1\n",
      "[['I really love that they acknowledge that gender is on a spectrum', 'I really love that they acknowledge that gender is on a spectrum']]\n",
      "1\n",
      "2\n",
      "[['one moment does she wear hair on the show It that she hasn39t that much hair as when she', 'Her single', 'i ship']]\n",
      "1\n",
      "3\n",
      "[['that little dance of her in the']]\n",
      "1\n",
      "4\n",
      "[['please God make them a couple']]\n",
      "1\n",
      "5\n",
      "[['So damn cute lt3', 'can they just be together']]\n",
      "1\n",
      "6\n",
      "[['is so natural LOVE HER']]\n",
      "1\n",
      "7\n",
      "[['Me']]\n",
      "1\n",
      "0\n",
      "[['Very Nice I am really excited to get', 'Great look no further']]\n",
      "1\n",
      "1\n",
      "[['cool']]\n",
      "1\n",
      "2\n",
      "[['Truly the best available And very affordable too']]\n",
      "1\n",
      "3\n",
      "[['Marketing with life to your event show significant impact when']]\n",
      "1\n",
      "4\n",
      "[['Need one soon']]\n",
      "1\n",
      "0\n",
      "[['that was fun Next time it should be a hot sauce drinking contest small medicine', 'a steph39s face after being where the first date was', 'buy her mint chocolate ice cream otherwise I will', 'I have this stupid smile on my face all throughout the video why are you so fun to watch and you two are a beautiful mess in this']]\n",
      "1\n",
      "1\n",
      "[['like your are all so happy', 'This was hilarious', 'What is Kristen39s first question a', 'on you You didn39t BEAT', 'Love u so much U always make me laugh and smile and are genuine beautiful inside and out', 'I was in each time one of use got hit in the head with the hard boiled for days', 'a', 'love seeing from you two in my sub box']]\n",
      "1\n",
      "2\n",
      "[['both make me laugh every time i get to watch your forward to bless']]\n",
      "1\n",
      "3\n",
      "[['a are funny']]\n",
      "1\n",
      "4\n",
      "[['it is so obvious that more']]\n",
      "1\n",
      "5\n",
      "[['I almost at a']]\n",
      "1\n",
      "6\n",
      "[['you are so hot i hope not out of line by saying that but your girl know it to that39s why she39s with you along with other thing39s but happy for you 2 keep being happy peace', 'This entire video was hilarious You ladies crack me up']]\n",
      "1\n",
      "7\n",
      "[['a Sorry']]\n",
      "1\n",
      "8\n",
      "[['hi new subscriber here I just love your its funny and cute like both of you']]\n",
      "1\n",
      "0\n",
      "[['Oh man it been that long That39s', 'I hate when I have to sit through aNOTHER AD', 'A question about Do you have an official one and if so could you please link it to your channel There is one on under to but I don39t know if its official or not', 'Don39t worry as soon as baby 20 the ring some of those will be popular again with toddler 10', 'How to hold a']]\n",
      "1\n",
      "1\n",
      "[['She39s so big now', 'No I am NOT listening to a on a loop I am completely unmoved I care nothing for cute', 'I wonder if my 17 14 and 10 year old will let me do that', 'he39s still wearing the same clothes after 2 I39m not sure but this one might be the of all']]\n",
      "1\n",
      "2\n",
      "[['wonderful way to spend time with your child thanks for funny and inspirational']]\n",
      "1\n",
      "3\n",
      "[['where39s the high five', 'Hey man we have a group which compose of the all over the world and we have like 30k We would love to have you in the group and share of a']]\n",
      "1\n",
      "4\n",
      "[['This guy needs more I love his']]\n",
      "1\n",
      "5\n",
      "[['Someday you may need to rename your channel to']]\n",
      "1\n",
      "6\n",
      "[['this is worse than daddy o5']]\n",
      "1\n",
      "7\n",
      "[['could anyone tell me what the song tha dad is singing', 'They grew up so fast been a fan since you39re first']]\n",
      "1\n",
      "8\n",
      "[['Notable muscle growth over the from constant I39m in the same boat right along with as my son and getting']]\n",
      "1\n",
      "9\n",
      "[['He like']]\n",
      "1\n",
      "0\n",
      "[['are so cute Jordan was super to put that in your face', 'Chauffeur is You almost got it I39m glad you39re back and on the apartment', 'You are so funny You should make like the old just talking and stuff maybe even try', 'Do the never have I ever dirty version Or truth or dare dirty version', 'like she was in that whip cream wit her arms Love you']]\n",
      "1\n",
      "1\n",
      "[['You are too funny I wish I knew about you would have been dying a long time ago I never to anybody this quick on the apt']]\n",
      "1\n",
      "2\n",
      "[['don39t forget to monetize and put multiple on each video']]\n",
      "1\n",
      "3\n",
      "[['I miss you like crazy ever since you stopped making I was searching for you like crazy thank god i found you and I am happy for you doing big']]\n",
      "1\n",
      "4\n",
      "[['I miss y39all I have been looking for y39all channel glad to see y39all back', 'I doubt they39ll last their chemistry us off', 'smash or pass challenge edition then celebrity edition', 'No Kissing Challenge', 'wo just still in shock that are back good job loving it']]\n",
      "1\n",
      "5\n",
      "[['No kissing challenge']]\n",
      "1\n",
      "6\n",
      "[['Y39all should make like a smash or pass or a']]\n",
      "1\n",
      "7\n",
      "[['I know it Looking forward to more']]\n",
      "1\n",
      "8\n",
      "[['I use to watch you all time and I39m so so excited that you are back make sure you do love you', 'I remember', 'The are Back On The Apartment Happy y39all are back miss y39all']]\n",
      "1\n",
      "9\n",
      "[['Y39all are so dope and been dope I love you Oh and on the apartment']]\n",
      "1\n",
      "0\n",
      "[['my life is so much better because of them']]\n",
      "1\n",
      "1\n",
      "[['There coming to']]\n",
      "1\n",
      "2\n",
      "[['This song is for Cube 39Cube just don39t be sad our already won 8 times39', 'i love you b25t beast', 'i love you', 'i love you lee', 'i love you', 'i love you', 'i love you b25t beast']]\n",
      "1\n",
      "3\n",
      "[['so confused that beast']]\n",
      "1\n",
      "4\n",
      "[['This video actually my day']]\n",
      "1\n",
      "5\n",
      "[['19']]\n",
      "1\n",
      "6\n",
      "[['The one the arcade game so young How old is he', 'this is so cute I can39t stop smiling']]\n",
      "1\n",
      "7\n",
      "[['inner me']]\n",
      "1\n",
      "8\n",
      "[['does anyone notice this is the same like the one on weekly idol that bathrobe and must keep SMILING']]\n",
      "1\n",
      "0\n",
      "[['v Splendid for Happiness cannot be traveled to or worn It is the spiritual experience of living every minute with love grace is the key forever', 'make a edgy Empire', 'I the video thank you very much', 'LOVE THIS Thank you buddy She was too cool', 'Amazing']]\n",
      "1\n",
      "1\n",
      "[['If I had to learn an language I would probably choose It39s very nice', 'beautiful']]\n",
      "1\n",
      "0\n",
      "[['i think in love']]\n",
      "1\n",
      "1\n",
      "[['Keep it up with the music Man Always excited to listen to your stuff']]\n",
      "1\n",
      "2\n",
      "[['MARRY ME', 'That moment you hate chocolate', 'I appreciate in my life during an existential crisis and depression', 'also me go u', 'your music is so great for anxiety like I can just focus on it and its so and every song is a story like I never really had an answer to the question is your favorite but now I do']]\n",
      "1\n",
      "3\n",
      "[['This a bit of an Adventure Time like feel and I like it']]\n",
      "1\n",
      "4\n",
      "[['This was beautiful', 'i think i39m in love with you']]\n",
      "1\n",
      "5\n",
      "[['Please check out my chill you wont regret it']]\n",
      "1\n",
      "6\n",
      "[['this is so and I love as well', 'I39m in love win love wa ghost 3']]\n",
      "1\n",
      "7\n",
      "[['Love the lt3br', 'WHAT THE HECK I WaS NOT NOTIFIED ABOUT THIS But still pleasant surprise']]\n",
      "1\n",
      "0\n",
      "[['I wonder which one I know damn well who will be blamed How the hell did he survive to get mixed in is astounding', 'the White This is 2nd time they have done this Again setting up as a for their When Chuck he39s to State Police had to warn to stop sending down there as Straw ago because State Police caught so many of them and had to let them Luckily for the can be made to that role', 'That39s a semi auto gun big I39m sure they39ll keep the and put the back on the How about they keep the and put the back on the streets', 'you39re a bloody idiot You39re supposed to be the oppressor not the coconspirator payin39 attention', 'Gun and are not the problem are the problem as shown in the video and will always get because they don39t follow the law The law will only hurt law abiding like myself and If you want to stop these then look at who cause the majority of these in our society There is nothing racist about it when you look at the then look at that picture', '200 out of 2 million Way to put a dent in it and make it look like you did a good job Operation tiny wave Gringo was forced to do it at By another white guy of course', 'oh no say it ain39t so guess he he39s the modern day New York City joke more will have them while the rest of us need to jump to get a home permit not to mention 39letters of reference39 from on our 39good character39 the hell meanwhile I DO NOT WANT to announce to my I want to buy a madness here in', 'The white guy forced the poor black people into doing it because he them']]\n",
      "1\n",
      "1\n",
      "[['gun didn39t work in that case and those are some of the in the country already except for those tough gun in that also don39t work against people who don39t follow the law Here39s an idea prosecute them and convict them to the full extent of the already on the or make the greater on the already on the for THEM', 'The new', 'da white guy made them do it', 'That white dude is SO Stoned he can barely open his got a Huge on He39s the ONLY one really Smiling except 1 other black guy out of the 23 ALL the other mug look So then theres the White dude WAY TO REPRESENT', 'is a machine WRONG again Thanks Colin for your']]\n",
      "1\n",
      "2\n",
      "[['I thought it was the white man leaving and in magic that put them into these', 'Actually two of these are not like the aka Wavy and aka Gringo both have wide What']]\n",
      "1\n",
      "3\n",
      "[['one of these is not like the']]\n",
      "1\n",
      "4\n",
      "[['One white male and 21']]\n",
      "1\n",
      "5\n",
      "[['this bust is small potatoes the amount of running on the streets is unimaginable say no to gun control or only the bad will have and they won39t be to enter your home if they know you39re unarmed haven39t you love soft']]\n",
      "1\n",
      "0\n",
      "[['I39m excited for the too faced and', 'I39m excited for Frank', 'So glad to find your channel I39m excited to see what palette comes out with next I hear we have to wait until the fall', 'Not entering the giveaway but I39ll be honest I39d rather have eye like this be a little That way I don39t feel like everything is so fragile I have smaller more portable such as the Too Faced Sweet Peach palette which is metal that I keep in my purse all the time I39m totally with the for this because like the Through the Looking Glass palette from I find these are I keep at my vanity rather than in my purse', 'I LOVE of the and I39ve been a huge fun since I was in elementary I39m excited for the new urban decay launch the colorful pallet', 'The thing I39m looking forward the most is the Beauty and the Beast L39Oreal Collection I REALLY like this theme but it doesn39t seem like it39s going to be available in my country soon I39ve also got my set on Urban Decay39s Naked Skin Shapeshifter Pallet and their new brush', 'I39m most excited for Too faced Sparkle palette I love the look you39ve and the look so D']]\n",
      "1\n",
      "1\n",
      "[['I39m super excited for the X', 'Excited for the Too Faced Clover palette super adorable', 'I39m excited to try the sunlit', 'Very excited for the milk holographic line They are love their holographic stick so SUPER to try the', 'I39m super excited for the Too Faced Clover Palette I39m a super big fan of of the I would really like to have this', 'I can39t wait for the winner to be']]\n",
      "1\n",
      "2\n",
      "[['can39t wait for Star39s new liquid lipstick collection', 'Winner is', 'the palette like it is every dream And the charm blush is a gorgeous color I am most looking forward to Kat D39s everlasting liner I think they will be the fix all to all liquid that have']]\n",
      "1\n",
      "3\n",
      "[['I am most excited about the fall and late summer due out from the dog type a pallet that will benefit dog rescue and then also the collaboration with']]\n",
      "1\n",
      "4\n",
      "[['Super excited for the cheek palette It gorgeous Thanks for the great content']]\n",
      "1\n",
      "5\n",
      "[['Love how you breakdown the product with price Keep up the I39m a new subscriber now', 'So excited to play with the too face clover palette']]\n",
      "1\n",
      "0\n",
      "[['hey everyone i have a secondary channel a']]\n",
      "1\n",
      "1\n",
      "[['This is pretty good I love your music', 'I feel like most of these can be turned into a song title by him', 'Hi this is just something I thought would be cool so you don39t have to necessarily do it but if possible can you make of studio in your style I think it would sound so amazing']]\n",
      "1\n",
      "2\n",
      "[['The park is freezing and of air leave his chapped in angry But the pounding swaying music in his of warmth through him despite the chill of the air People shuffle around him some and miserable from the outside cold and some like him full up with the warmth of good feeling They hum through dry laugh through sore and clap their because being cold is a madness it under your skin if you let it and it stays there close to the bone But being happy is easy and fast like that move across the width and breadth of your body from frizzy to crooked pinky toe It you up as long as you feed it with tea and and and laughter He them all as he and in the early morning sun He the cold distant people trudge along fading against the lonely backdrop of and grey But he also unabashedly unashamedly as the laughing the warm shine even Thank you so much for the inspiration lt3 These are lovely and put all of pretty and in my head']]\n",
      "1\n",
      "3\n",
      "[['I39m always looking forward to these your music is my I literally fall asleep listening to a of all of your and it me sleep better Also my are so colorful now with a lot of imagination']]\n",
      "1\n",
      "4\n",
      "[['can we get merch please']]\n",
      "1\n",
      "5\n",
      "[['This is beautiful']]\n",
      "1\n",
      "6\n",
      "[['really dig her jacket', 'one of my most why but this me mixed about my relationship with my family with my with my and now i also feel nostalgic', 'this title tho', 'Hi Been quite a fan of your channel for a while now D I was wondering if there39s a way for me to get of your they are so AWESOME', 'I love this stuff']]\n",
      "1\n",
      "7\n",
      "[['wish it were longer but this will do', '4 times and counting i don39t even want to write in only listen to thank you for this']]\n",
      "1\n",
      "8\n",
      "[['This me a lot of studio I love it']]\n",
      "1\n",
      "9\n",
      "[['like living single by big', 'I always get good whenever I listen to the stuff It39s a good start of the day or end of the night']]\n",
      "1\n",
      "10\n",
      "[['gosh there39s something about the music that made my heart skip a your music is great as always']]\n",
      "1\n",
      "11\n",
      "[['oh i hope one day you will introduce each of the tho']]\n",
      "1\n",
      "0\n",
      "[['os', 'Eu 12 e na de']]\n",
      "1\n",
      "1\n",
      "[['canal s eu para um']]\n",
      "1\n",
      "2\n",
      "[['Eu']]\n",
      "1\n",
      "3\n",
      "[['O o q eu']]\n",
      "1\n",
      "4\n",
      "[['De no a eu eu mas eu de e mas so e eu um eu s as da e eu s a no 12 e mas de boa e Mas para mim as para a me e a me 16']]\n",
      "1\n",
      "5\n",
      "[['e to e no e']]\n",
      "1\n",
      "6\n",
      "[['no e e 10anos 9anos fico meio para min', 'lari lari no de j no']]\n",
      "1\n",
      "7\n",
      "[['eu t', 'canal']]\n",
      "1\n",
      "8\n",
      "[['eu 14 e no e normal e os j crescendo mim']]\n",
      "1\n",
      "9\n",
      "[['o canal']]\n",
      "1\n",
      "10\n",
      "[['Vim t eu j N vim os']]\n",
      "1\n",
      "11\n",
      "[['Eu 11 e mas no mim']]\n",
      "1\n",
      "12\n",
      "[['me a canal j o e me']]\n",
      "1\n",
      "13\n",
      "[['saber a de eu 12 passado eu um meio s e o me em e no e de 6 e ser 1 e No Algum me se sou']]\n",
      "1\n",
      "14\n",
      "[['S no o 12 e j de humor se']]\n",
      "1\n",
      "0\n",
      "[['Thank you very much', 'Thanks for making the image But I39ve been struggling all day to fix a few to no avail 1 The web site that their image automatically to fill the card on first boot Your image didn39t do that 2 After I the to work on my network the said there were I made the mistake of in update which filled the 18gb 3 The for expanding the file system the wrong directory Even with the right directory tree they didn39t work a 4 I can just reimage but that doesn39t solve the space problem when me there are that won39t fit Now I39m trying to learn how to run Peter Scargil39s script on a installation of lite but that39s still a work in progress because I don39t know and the are written for people who do It wasn39t as easy as Pi Any']]\n",
      "1\n",
      "1\n",
      "[['Great For those who have seeing the root just run the following a O a O Thanks to both of you', 'dank broker ich in a die das Pi sie dank', 'I took the 8gb image from drive used on RP3 Set the ip39s can access over and so but If i go to the in browser it just me blank white page source code is empty too So I dont know how to continue to because I dont get the menu with links Does anyone have an idea what might be wrong']]\n",
      "1\n",
      "2\n",
      "[['Does the pi zero image work for a raspberry pi 3B model', 'I am unable to run and get the following Opening ipv4 listen socket on port 1883br Error Address already in any help would be gratefully received']]\n",
      "1\n",
      "3\n",
      "[['can not get into with password Do I have the right', 'Your DietPiMQTTBroker8GNewimg is 15603712 and won39t even fit on a 16GB Card Why is this']]\n",
      "1\n",
      "4\n",
      "[['t Connection not this is fun any']]\n",
      "1\n",
      "5\n",
      "[['Hi great video on LoRa The problem I have is that the links to the image don39t work Can I get it from somewhere else forbidden and it39s gone']]\n",
      "1\n",
      "6\n",
      "[['Loaded your image fine Great work I am stuck getting into Node Red Control Panel from PETE39S I have run out of for the']]\n",
      "1\n",
      "7\n",
      "[['I am trouble with the dashboard I dont recall any but i have tried everything and cant seem to log into the dashboard What is the default for this', 'Sorry for I do not understand where or how do I edit my and How can I open this file while my PI is running the must say new on de that39s why my']]\n",
      "1\n",
      "8\n",
      "[['Hi Is anyone else new into with either package manager or from the palette I39m sure this was working on a previous version of the disc image a few ago Have a image that is now on and I cant add any new']]\n",
      "1\n",
      "9\n",
      "[['Quick question please Pi Zero not W on order and an cable adapter Will Andreas39 Pi Zero W image work I believe I see the cable adapter in the picture in this page a Thank you']]\n",
      "1\n",
      "10\n",
      "[['nice work anyone to make this to work on an zero i39m thanks to']]\n",
      "1\n",
      "11\n",
      "[['Be with these insert The data comes from a string that any publisher to inject I just had a look at the node red related and did not directly found a solution A proper parameter to pass these a care of these I am unsure if there one but I assume a']]\n",
      "1\n",
      "12\n",
      "[['little bugger did an tell you that word']]\n",
      "1\n",
      "13\n",
      "[['is that power cable good i bought some of those but they are pretty bad']]\n",
      "1\n",
      "0\n",
      "[['527']]\n",
      "1\n",
      "0\n",
      "[['I have literally never hit subscribe so fast this was beautiful Keep blessing my subscription box with this lt3']]\n",
      "1\n",
      "1\n",
      "[['quot these are just random squiggly so you cannot mess this Challenge accepted', 'i love your style it39s simple but still gorgeously', 'Absolutely love your bullet journal What size is this journal', 'These are beautiful', 'your video very much truly great']]\n",
      "1\n",
      "2\n",
      "[['Randomly was to your channel New I39ve bullet and want to keep it simple yet very pretty and I think you39ve achieve that Thanks for the', 'What is this type of', 'i really love your set you39re inspiring me to start a bullet journal', 'I decided I39m going to start a bullet journal in 2018 to get myself for my project and thesis and my life in general I39ve been spending looking at different and and yours are some of my']]\n",
      "1\n",
      "3\n",
      "[['love it', 'Hello there nice channel I that you were talking about old but when I ur channel I only saw 2 this one and the one in May do u have another channel These were still the most inspiring I39ve seen on the topic of bullet I still don39t know where to start O', 'The best bullet journal in hope you very often', 'I really want to make it but I don39t know what is that use for', 'I love your and i just i wish you have more so i can binge watch it']]\n",
      "1\n",
      "4\n",
      "[['I your bullet journal The notebook is so cute and I love how cute your are I like how you keep everything vertical as well I39ve seen a few vertical but none that I like as much as yours Meaning so far I39ve only done horizontal I39ve already set up my for this month but I39ll have to come back to your for the next month', 'I was wondering how you organize all your because i39m a hard time finding functional setup could you recommend a organizer']]\n",
      "1\n",
      "5\n",
      "[['I39m about to set up a and I found this to be very helpful and inspiring Awesome video I gave you a like and', 'this given me so much inspiration i can39t wait to plan june already can39t wait to see more of your']]\n",
      "1\n",
      "6\n",
      "[['Really this']]\n",
      "1\n",
      "0\n",
      "[['WHERE IS THE SQUAD Let39s shoot for 13k']]\n",
      "1\n",
      "1\n",
      "[['I turned post on', 'I just turn the on You are AMAZING you are funny pretty and also my life I Love you', 'You39ve so much since your first video also RIP black hair tie']]\n",
      "1\n",
      "2\n",
      "[['Hi', 'When39s your birthday', 'my whole family39s name with a J too', 'I turned your post on I love you so much you inspire me everyday thank you for always being there to make me smile', 'post']]\n",
      "1\n",
      "3\n",
      "[['turned post notification on and']]\n",
      "1\n",
      "4\n",
      "[['i39m and you39re so beautiful seriously']]\n",
      "1\n",
      "5\n",
      "[['I turned my bell on']]\n",
      "1\n",
      "6\n",
      "[['Good evening look at the background']]\n",
      "1\n",
      "7\n",
      "[['your like and Amelia but a guy']]\n",
      "1\n",
      "8\n",
      "[['What kind of camera did you get']]\n",
      "1\n",
      "9\n",
      "[['I love so mutch dogs', 'i turn']]\n",
      "1\n",
      "10\n",
      "[['your and are actual']]\n",
      "1\n",
      "0\n",
      "[['Ti']]\n",
      "1\n",
      "1\n",
      "[['di te']]\n",
      "1\n",
      "0\n",
      "[['to a Cosmos boa', 'a do', 'Lord Kelvin lt3', 'bom o mas s no o nome no O um na na Sou de e D', 'a de dessa o', 'spoiler mas a de no', 'a o do']]\n",
      "1\n",
      "1\n",
      "[['o quot quot da corrente a', 'a a corrente e da', 'A 39', 'A se antes antes a judicial', 'um de', 's a na vale o like', 'a o contra o em de', '666', 'para o forum e para a do']]\n",
      "1\n",
      "2\n",
      "[['e do fez no e inventor do', 'boa a da de']]\n",
      "1\n",
      "3\n",
      "[['a as de']]\n",
      "1\n",
      "4\n",
      "[['do canal do']]\n",
      "1\n",
      "0\n",
      "[['I39m really excited for this channel']]\n",
      "1\n",
      "1\n",
      "[['here cause I love so much and i just do everything i can to support you39re both great']]\n",
      "1\n",
      "2\n",
      "[['yes please talk about how people hack ps4s', 'you and are the', 'wow picked a good one']]\n",
      "1\n",
      "3\n",
      "[['I39m late to the party but I39m so']]\n",
      "1\n",
      "4\n",
      "[['I39m so excited You and are amazing']]\n",
      "1\n",
      "5\n",
      "[['Benedict for the win']]\n",
      "1\n",
      "6\n",
      "[['and SO excited to learn from you Good luck']]\n",
      "1\n",
      "7\n",
      "[['so excited for you josh someone me', 'so happy you39ve decided to do I39m a big fan of and I just know I39ll be a big fan of yours too']]\n",
      "1\n",
      "8\n",
      "[['I love pizza']]\n",
      "1\n",
      "9\n",
      "[['hey do some on your about the movie Reason why is because its one of my favorite and two because what do you think of something like that happening Did the science make sense in it Could a huge asteroid really kill us all']]\n",
      "1\n",
      "10\n",
      "[['hello my name is i39m 19 i am I39m currently architecture i love conspiracy and i am so excited to add a new channel to my conspiracy theory channel list from the talk i am sure that you would good content to you on your journey', 'You and are so cute I hope that you have a good time on I know I will enjoy I live in are both hate step run play soccer be a freshman next can run a mile faster then you can make so a a mile is my play sweeper in soccer live for and your know too']]\n",
      "1\n",
      "11\n",
      "[['Love you and So exciting for this channel']]\n",
      "1\n",
      "12\n",
      "[['just finished all of now watch all yours']]\n",
      "1\n",
      "13\n",
      "[['i39m so excited about this channel you39re a natural at you and are literally my i love you so much']]\n",
      "1\n",
      "0\n",
      "[['Nice lt3', 'my S2', 'I want to be taught to compose such', 'I it like someone who been holding sadness and now it all out but still unable to escape from the sadness', 'The thumbnail me think of And the song is good', 'best music for us all the time', 'is life lt3', 'Oh Yeah Nice In one', 'Another song perfection at its', 'Awesome']]\n",
      "1\n",
      "1\n",
      "[['lt3']]\n",
      "1\n",
      "2\n",
      "[['good job lt3']]\n",
      "1\n",
      "3\n",
      "[['This is a banger doesn39t sound or are amazing']]\n",
      "1\n",
      "4\n",
      "[['His every are my favor']]\n",
      "1\n",
      "5\n",
      "[['I Like it vary much']]\n",
      "1\n",
      "6\n",
      "[['it39s really nice and kind calm song great work on it up']]\n",
      "1\n",
      "0\n",
      "[['That39s certainly one for the record Wow', 'Praise God for watching over all three of you during the hectic and trying week that you have had God is good all the time It is so touching to see the two of you interact with each other Your deep love devotion and respect for each other through for all of us to see Thank you both for a part of your with us for continued healing for you all to you all']]\n",
      "1\n",
      "1\n",
      "[['remember when it it in your case God Bless you', 'glad you are doing well']]\n",
      "1\n",
      "2\n",
      "[['Praise God', 'glad to hear everyone well and I know exactly about the torn retina it to my twice laser surgery was great I had it all done at once but when it I actually thought I had a fly in my eye like it was horrible and I into the mirror to see if it was all murky but it wasnt anyway it was an experience Id rather not ever go through again very scary after the procedure I laid on the couch and it took a few days to feel better slight headache but GOD IS GOOD thanks for YOUR story', 'Wow what a week you39ve all had God bless and continue to heal you all', 'Wow You have been through the wringer I hope everyone better soon I39m praying for quick for all of you', 'Oh I can39t imagine So glad everyone is mending and that you39re able to see the humor in and that both are improving Thank God for His supply and protection over all of you lt3']]\n",
      "1\n",
      "3\n",
      "[['He is and on time God yes he is']]\n",
      "1\n",
      "4\n",
      "[['Love your heart for our Lord God been so good to you My husband and I can see God39s hand on us also over the past 54']]\n",
      "1\n",
      "5\n",
      "[['I thought this kind of stuff only to us it God Bless', 'You are lucky']]\n",
      "1\n",
      "6\n",
      "[['Don39t we have an AMAZING GOD So praising HIM that all of you are doing better So tho when we need more around We all should pray for more of those']]\n",
      "1\n",
      "7\n",
      "[['Thank God for she39s an angel My go out to everyone Elizabeth39s God bless you all']]\n",
      "1\n",
      "8\n",
      "[['May God continue to bless you all', 'You are an inspiration Praise God are not worse']]\n",
      "1\n",
      "9\n",
      "[['is absolutely adorable So glad ALL of you are on the mend When it it you made lemonade Somehow a mixed metaphor appropriate here']]\n",
      "1\n",
      "10\n",
      "[['God bless the both of you']]\n",
      "1\n",
      "0\n",
      "[['I would pay for to Beautiful with Crush I39m at college and I can39t transcribe', 'please cover more please', 'you need to make full of your opening']]\n",
      "1\n",
      "1\n",
      "[['The arrangement is very beautiful Your always give me energy', 'Please do a piano cover of Time Lapse by']]\n",
      "1\n",
      "2\n",
      "[['I remember how much I your piano cover of Well guess what You just keep getting better and better Looking forward to your future']]\n",
      "1\n",
      "3\n",
      "[['holy I thought you were a girl because your hand is so white and soft and probably more beautiful than my whole existence but']]\n",
      "1\n",
      "4\n",
      "[['someone compile the amount of he on all of his please']]\n",
      "1\n",
      "5\n",
      "[['why is This s so Be CRyInG', 'I want to listen which is one of the song in taeyeon39s album']]\n",
      "1\n",
      "6\n",
      "[['Can you cover first love from I love this song It39s Really beautiful', 'You have yourself a new subscriber Can you please cover more from her new album I really think Feel so Fine and Cover Up will sound so good if you covered them']]\n",
      "1\n",
      "7\n",
      "[['YOU NEED TO MAKE AN ALBUM AND THIS IS A MUST']]\n",
      "1\n",
      "8\n",
      "[['YOU ARE I love your']]\n",
      "1\n",
      "9\n",
      "[['oh my I39m so in love with this cover']]\n",
      "1\n",
      "10\n",
      "[['can you do piano cover']]\n",
      "1\n",
      "11\n",
      "[['THANK YOU SO MUCH YOU MADE MY DAY THANK']]\n",
      "1\n",
      "12\n",
      "[['i can39t buy the because of']]\n",
      "1\n",
      "13\n",
      "[['HI please cover gfriend39s FINGERTIP and and try some TWICE please']]\n",
      "1\n",
      "0\n",
      "[['130 60 100120']]\n",
      "1\n",
      "0\n",
      "[['I just got Is Not out of the library like a perfect train read', 'is not great Thank you for the input I actually love going into like that with a little prep', 'this style of video', 'really this kind of video', 'very similar to by but with more of a feminist narrative', 'I love this idea of more than one review per video', 'Hoi']]\n",
      "1\n",
      "1\n",
      "[['I39ve been really wary about whether or not I want to read Is Not but your review definitely reassured me that I39ll enjoy it', 'is Not so amazing I think that just up on my list', 'do you have any for writing book I want to start and becoming a beta reader but I cannot articulate it well']]\n",
      "1\n",
      "2\n",
      "[['Would you say 39 is not OK39 a trigger warning for rape', 'is definitely on my to read list now']]\n",
      "1\n",
      "3\n",
      "[['Tell us about the you39ve left unfinished D', 'I love his video book review format I definitely think you could do more like this']]\n",
      "1\n",
      "4\n",
      "[['I39m assuming she39s the main character much like of the d39Urbervilles making all the wrong but you still feel sorry for her Awesome video I watching it D']]\n",
      "1\n",
      "5\n",
      "[['maybe i need to give another stab i got the audio book and found it SO HARD to follow just couldn39t finish it clearly i that family tree']]\n",
      "1\n",
      "6\n",
      "[['strangely I read both of these this month both and agreed with everything you said I wept with relief at the end of Is Not poor girl']]\n",
      "1\n",
      "7\n",
      "[['People in help me out I39ve been reading lots of YA the last couple of and I feel I39ve them Can you recommend me some proper adult', 'Is Not to my I read For It a few ago because I saw you talk about it in a video and the premise interesting I it']]\n",
      "1\n",
      "0\n",
      "[['aw is dare I say it so Adorable By the way that is my favorite cat tree of yours it39s so sweet when they all curl up together in one of those round Get two or three or all four in one of those all curled up together in a pile and focus a camera as close up as you can and let us watch them sleep It is so very so peaceful You can forget your for a while as you watch sleeping cuddle and twitch', 'So cute and as a Brit I39m loving the Union Jack', 'I miss is she with her family', 'I love the extra on some of them', 'I would name that fuzzy calico she is adorable and the are too I am just partial to the tricolored Happy Easter to all God Bless', 'Blessed Easter Academy', 'Happy Easter to Kitten Academy', 'Happy Easter for both of U and', 'is such a ladies39 man that39s the second time he39s in a X', 'so cute i love it', 'At a Pom can fly At a Pom she could fly', 'Where is mamma I would love to adopt the dilute calico Where are you', 'Happy Easter to you A Kitten Academy']]\n",
      "1\n",
      "1\n",
      "[['cuteness overload', 'very cute video', 'In Eddie39s prior in the close up I thought he was the resident expert in feline aloofness and indifference to human attention but his contented A39s hand at a that image', 'Dear KA We heartily approve of the introduction of live prey for the It the concept of an interactive toy to a higher level and true catting Screening to prevent injury of the prey or was wise We did of course appreciate that Pom was heavily covered in this episode We Pom A lot We want to congratulate all the of the Fish and wish them and their wonderful in their new Your on the east coast The Old Who Wear More please She is in these']]\n",
      "1\n",
      "2\n",
      "[['that39s a Honeybee not a wasp']]\n",
      "1\n",
      "3\n",
      "[['love cat']]\n",
      "1\n",
      "0\n",
      "[['Sorry for the Grammar I didn39t read over Edit 110317Part 2 a']]\n",
      "1\n",
      "1\n",
      "[['I watched twice', 'my ass']]\n",
      "1\n",
      "2\n",
      "[['how do you do that speech thing can you show']]\n",
      "1\n",
      "3\n",
      "[['i cried cause is my bias']]\n",
      "1\n",
      "4\n",
      "[['It39s been 4 what do you mean it39s not to late That39s the problem with']]\n",
      "1\n",
      "5\n",
      "[['can you make another video up to part 5 because your story is very beautiful']]\n",
      "1\n",
      "6\n",
      "[['the irony that is dating ass in real life i swear', 'y39all when i saw the and when his coconut ass her babe i lost my', 'WHY DOES HAVE THE MOST BREAK UP IMAGINES', 'i cried', 'Why Am I crying It It so much I don39t know what love is I39m just 11 old but why am i crying your a good tho', 'read LIKE']]\n",
      "1\n",
      "7\n",
      "[['I39m cry']]\n",
      "1\n",
      "8\n",
      "[['when i woke up yesterday my cousin me what to my i didn39t the answer is i cried what if this would happen to me']]\n",
      "1\n",
      "9\n",
      "[['this is the 4th time i watched this', 'hey is one who the exact same story like word to word incase you dont know']]\n",
      "1\n",
      "10\n",
      "[['I was trying to get my head off the Tour and i watch this y u make me cry', 'WHY AM I DANCING HAPPY TO BE WITH TAE']]\n",
      "1\n",
      "11\n",
      "[['I almost crying']]\n",
      "1\n",
      "0\n",
      "[['Thank you for doing a giveaway I would like to win box 2', 'my name is', 'i really want to win this so badly', 'Your so gorgeous sweet of u to do this giveaway for us we all love u and if I won I39ll like any box honestly they are all my favorite I wish everyone the best', 'Box 1', 'I39ve in your giveawayYou39re so generous because all of the were so will choose box 1 because all of the couldn39t affordYou39re channel will grow some many soon', 'I love all of your You39ve given me so many on how to slay sadly i cant afford some of the high end Help me out girl a', 'I love watching romantic', 'I39ve been watching you for a LONG TIME so I don39t have to win to remain loyal But I39d LOVE to win any prize It would greatly be Love you Girl', 'Happy 20k to you darling excited for your giveaway to be the lucky one who will won', 'I dreamt to win this It would help me so much I hope to win Praying', 'Oh my its been a week since I39ve been back', 'I love ur channel u care about ur so much and u taught me box 1', 'Box 1 please I probably won39t win but I might as well try', 'While else been here since 4k', 'Have an amazing week', 'I want box 1 I hope I win', 'I want the box 2 please', 'great love box number 2 for me thanks', 'i would love to win box 2br thank you for this amazing opportunity']]\n",
      "1\n",
      "0\n",
      "[['em um motor mas', 'Nelson eu a no da eu um de e te do f', 'nelson da', 'bom']]\n",
      "1\n",
      "1\n",
      "[['se no de e das e no para o Robalo cor da', 'nelson o do sou de', 'nelson sou fa e']]\n",
      "1\n",
      "2\n",
      "[['em as o em e de e', 'Nelson para', 'Nelson te no de do em q canal as f', 'Nelson Continue o robalo de e boa']]\n",
      "1\n",
      "3\n",
      "[['bom o anal agora os o Nelson um video de para no na na de 500 at 15KG', 'Excelente video excelente']]\n",
      "1\n",
      "4\n",
      "[['o Silva de de o do as de']]\n",
      "1\n",
      "5\n",
      "[['nelson das anima d d um moro vila nova do bom nome 011 55 950468068 un']]\n",
      "1\n",
      "6\n",
      "[['show bola de', 'E ai Nelson N um robalo jo em A a Em de o Robalo na mar na mar f na']]\n",
      "1\n",
      "7\n",
      "[['a das da na do e de']]\n",
      "1\n",
      "0\n",
      "[['GIVEAWAY to Please drop me an at with your address and I39ll send the lip bar your To all of you who have taken part thank you all much for I didn39t imagine that there would be so many and and I39ll definitely be hosting more to thank you for your kind support and encouragement Please feel free to drop me a comment hereon my or page or slide me an if there is any content you39d like to I39ll be giving away one of these lip well I39ll purchase a new one of course to one subscriber 1 Like this video 2 subscribe to my channel and 3 leave a comment below to let me know which is your shade and I39ll pick a winner 30 Giveaway is open for SEA Namely']]\n",
      "1\n",
      "1\n",
      "[['hi love your 2 tone video review cant wait to get my hand on them i super love apple', 'hello my is number 01 cotton candy', 'Tint Mint', 'Hi This a lot to me for the lip you have give was featured in Fairy Kim and also because this lip bar is too expensive in my country cant afford it Every shade are really great and my shade is tint mint please share your generosity with me desperate also love your hair ALL LOVE FROM', 'Cherry Milk is my Such a pretty colour Thanks for the giveaway', 'you39re so gorgeous i love this lip video because it39s so clear anyway i LOVE all the but my is 08 Cherry Milk i want win this giveaway because i love to make an but that a lot time for me so if i win this giveaway thats will help me a lot for making an lip for being generous by doing this giveaway from', 'Hi i39m your new subscriber i really like this video i love product anyway from all these my fall for the 03 tint mint i really like that color hope you pick me for one of the giveaway love from', 'Love tint mint the most', 'hi i39m from such a beautiful you have i love shade number 08 cherry milk', 'i really hope i can win this cherry milk', 'Hi I39m from No 7 Lollipop Red is my favorite shade This lipstick is being on my since long time ago', 'Love tint mint the most love from the', 'Hi I39m from and I love shade 08 Cherry Milk I that this was the one that Lee Sung used in Fairy Kim so I fell in love with it']]\n",
      "1\n",
      "2\n",
      "[['hi from and i like the number 2 slice i like use a lipstick that have orange colour and i like to use lipstick product they my i hope i will win this sorry for my bad', 'oh ur a giveaway first of all for giving everyone a chance to enter and i hope u39ll become one of the the reason why entering this giveaway is i try and also of watching i would love mint tint more to come', 'Two Tone Lip Bar 08 Cherry Milk is the best for giving that lushy gradient look on the Most of my here in the love that color too a', 'who is the giveaway winner', 'Two Tone Tint Lip in 03 Tint please']]\n",
      "1\n",
      "3\n",
      "[['Hi I upon this review video really it I rarely leave in but I felt obliged to as ur review is 1 of the best I39ve seen for the two tone tint lip Ur review is concise straightforward It39s not draggy which viewer to fast forward the video I like how u the various application effects of each shade and the close full face The lighting was also not too bright not This is the first video I39ve watched from ur channel I look forward to ur other up keep up the good work']]\n",
      "1\n",
      "0\n",
      "[['more puppet to divert attention away from the enemy the enemy that your government and this to happen the', 'Russia would39nt piss on not even if she could spit fire from the mouth', 'Swine Pig Are Are Going To Be Toast With This Foster Case', 'won39t hesitate to get rid of too', 'and too We got a bunch of bad', 'No she would not have been she is above all law remember And she proven it we knew she Foster and over 145 plus the mass overseas but she been NO She is still out there doing her new campaign for 2020 Free as a bird If she is not being out there as a civilian she39d never be had she been and are nothing them or them and they could blow up the world and no one would even try to stop them law is NOT for ME it39s only for the little people quot 2016br will never see ME in I can ASSURE you of that quot 2016br This been Hillary39s since before she was First Lady of and she stated those in 2016 in an And don39t think she is worried about going to prison she no one will touch And she like she39s live forever Reality never her mind at any time in her entire life not even as a child She is never wrong and you are never right make sure you know that because that is the only thing that can tick her off She39s the perfect Queen of the world in her']]\n",
      "1\n",
      "1\n",
      "[['why39s we have all provided we still can39t put in why we keep show the video if you not going to do nothing do not', 'Foster said if I show up dead me', 'is nowhere near the only person who needs to go down The Swamp is way bigger than we realize', 'a', 'Trey got a Judge to exhume body it was taken to the where the lead medical director to run some of the critical Body was then stolen from the Naval Hospital in an ambulance driven approximately 2 away The ambulance was found burned out the corpse and any chance to it When Trump found out he went to the medical director and fired him personally Also many pertaining to this travesty have been stolen from the National the are also blocking access to the millions of in the presidential library These people involved are legion and in some of the most powerful in our government I only hope that Justice will prevail', 'Why the doesn39t just say this enough is enough put the in Is he not the most man in the the WORLD Show some THE SHERIFF NOW']]\n",
      "1\n",
      "2\n",
      "[['Arrest her now no', 'breaking news will not see the jail no matter what she did']]\n",
      "1\n",
      "3\n",
      "[['Fake that is funny been 100 correct so far is dirty she is sinful she is guilty as hell']]\n",
      "1\n",
      "4\n",
      "[['Please release the Foster family the truth']]\n",
      "1\n",
      "5\n",
      "[['I that Foster never ever got over the massacre and was going to spill the on that episode', 'link to him but there are many where were the them so far up her ass as the money flowing in so much as they never got a thing done what they have they will not be and so fire them all']]\n",
      "1\n",
      "6\n",
      "[['that might be why Trump and that self righteous hothead are Probably They want to kill him Well I don39t support them at all that is evil is a prince to them I am sending a note to the Trump to consider FIRED']]\n",
      "1\n",
      "0\n",
      "[['Please help me hit my goal of 100000 for 2017 a TURN ON MY POST SO YOU DON39T MISS A I daily', 'Neat idea just a bit too long to see to the end maybe 15 to 20', 'nice my dude', 'Enjoy the video Would mean a lot to me if you could help me share it around with your and family', 'That cliff hanger though the', 'so excited for this video']]\n",
      "1\n",
      "1\n",
      "[['Love the can39t wait for the next A little long but worth it', 'm8 needs more']]\n",
      "1\n",
      "2\n",
      "[['Man i need better voice acting sorry for the horrible voice acting']]\n",
      "1\n",
      "3\n",
      "[['well it was only a matter of time before someone this at a your friend you are an idiot', 'What39s that big thing at the bottom right']]\n",
      "1\n",
      "4\n",
      "[['me and the back in old days work']]\n",
      "1\n",
      "0\n",
      "[['Hope I win stuff plus great video hope I am a winner', 'My said that I was so sweet and nice', 'Can I please please have 1 bread', 'If someone ever you sad they r not a true friend Always make sure you have true lt3', 'I would be grateful for anything', 'My friend me to sit with her at and that really made me happy The little are the best']]\n",
      "1\n",
      "1\n",
      "[['How do you win a giveaway', 'I39ve already and I was just the video and I how lush ur are I love the pink colour']]\n",
      "1\n",
      "2\n",
      "[['One day I was I had to go to school and my friend cheered me up', 'I was a food and a bottled of water then I saw a man and young girl the man said sorry to his I think it39s her daughter because they don39t have enough money then the young girl said it was the young girl a cake because it was her birthday and I decided to give them the cake and food and lots of bottled of water and they at me when I gave her cake', 'I love your I want 1 squishy keep smiling', 'No one did nice to me', 'Also I love you nail colors', 'Or mango', 'I want the cloud because I don39t have', 'I won this giveaway I would want Set 3 three I you in already My']]\n",
      "1\n",
      "3\n",
      "[['One day I was walking and I and my friend help me up', 'I really want to win because i never ever get to win anything', 'My friend came to ask me what was wrong when I was crying and me out and made me feel better']]\n",
      "1\n",
      "4\n",
      "[['My friend and I were walking to class and I and fell So when everyone was looking at me I was so sad because people were laughing So she me up and made me laugh']]\n",
      "1\n",
      "0\n",
      "[['o canal a Like de e se no canal eu o link para para a']]\n",
      "1\n",
      "1\n",
      "[['bom', 'bom professor o das video de bom', 'professor', 'no Good', 'o']]\n",
      "1\n",
      "2\n",
      "[['o kit no das', 'boa mas tempo em', 'me eu so o me', 'the best']]\n",
      "1\n",
      "3\n",
      "[['eu vagas']]\n",
      "1\n",
      "4\n",
      "[['o dom para', 'bom']]\n",
      "1\n",
      "5\n",
      "[['I do not want I do not need have no The same with the I have no time Help me please Thank you']]\n",
      "1\n",
      "6\n",
      "[['q para fosse tao bom alem da a thanks teacher you are the best']]\n",
      "1\n",
      "7\n",
      "[['a o NO so na e na e NOT NO']]\n",
      "1\n",
      "8\n",
      "[['I do not work i don39t work a']]\n",
      "1\n",
      "0\n",
      "[['l love you', 'this is one of the best crack i39ve ever seen', 'i miss i miss i miss i can39t live without i miss water i miss harry39s i miss of i want they come back THEY NEED TO COME BACK', 'part gosh is so precious He the world but the world doesn39t deserve this angel His voice is angelic He a golden heart I love this so much', 'i love', 'a']]\n",
      "1\n",
      "1\n",
      "[['I hope you read the But I39m a big fan of your channel and your 1D the most from or Harry And you have 53k well donee you deserve it I hope you will read this comment Have u a account My name is', 'BABY', 'That should be me', 'He is so thin now I think his Mom39s death is a bigger impact on him I pray he stays on the right path he such a big heart', 'did anybody else almost cried when you came up at the end with and']]\n",
      "1\n",
      "2\n",
      "[['I am in love with this I love', 'a song i have this 1D song many times but i dont know the name']]\n",
      "1\n",
      "3\n",
      "[['at a what is the song and who is it by']]\n",
      "1\n",
      "4\n",
      "[['water are the death of me']]\n",
      "1\n",
      "5\n",
      "[['Should be me']]\n",
      "1\n",
      "6\n",
      "[['a what song']]\n",
      "1\n",
      "7\n",
      "[['a']]\n",
      "1\n",
      "8\n",
      "[['I always in love with']]\n",
      "1\n",
      "0\n",
      "[['Respect is now over 9000 for this fellow', 'Great to see someone with some sense in government As an looking in I thought your entire government of moral pushing for an ever increasing nanny state', 'Wow about time someone spoke out about this kind of Censorship is so dumb that39s what the rating board should be there for to stuff so people can made based on its rating not to demand to a game so it can make the classification or just outright be are not longer a thing mainly for they are a hobby for many and shouldn39t be with unfair double The classification board seriously needs an overhaul because it like the of the people running it are extremely also can we do something about those rating logos on and yet Gosh they are ugly as sin and completely ruin cover art Seriously the previous logos from back before and around the early 21st century where Really these dumb huge logos feel like they are designed for 3 year who don39t even understand what they mean']]\n",
      "1\n",
      "1\n",
      "[['Vote this man for prime minister', 'So much respect for this man Just in three he39s done more for and than gaming have done in the last decade', 'As an I like this man quite a bit I wish we had more people like this in our Legislative Branch']]\n",
      "1\n",
      "2\n",
      "[['well done from', 'Wow I have got to remember that name He39s awesome', 'why aren39t more people listening to as opposed to the obvious slandering fraud that is', 'Meanwhile in Canada are plagued by nonsense that game into self censorship']]\n",
      "1\n",
      "3\n",
      "[['TAKE MY VOTE Based', 'Goes to show that the Censorship board is outdated and needs SERIOUS modification']]\n",
      "1\n",
      "4\n",
      "[['As this me This guy for Prime Minister']]\n",
      "1\n",
      "5\n",
      "[['true true']]\n",
      "1\n",
      "6\n",
      "[['Thank you Senator I will keep voting for Liberal party People do and violent probably don39t play video', 'Thank you Senator for your voice of reason and the distinction between reality and fantasy I am 60 and don39t need a 39Nanny State39 to tell me the difference between the previously I have been a since the invention of the application and surprisingly I have never nor violent harm to anyone in the 39reality39 state nor any of the gaming fraternity that I associate Another avenue worth in the of 39Gamers39 is the level of educational by the group which may offer to help educate the 39appointed39 Censorship Board on such as and geek not or terrorist']]\n",
      "1\n",
      "7\n",
      "[['hear hear']]\n",
      "1\n",
      "8\n",
      "[['I like this stance on gaming and some other stuff too']]\n",
      "1\n",
      "9\n",
      "[['he39s right censorship as a whole is redundant because of the wonderful truth known as the is a sin and it should be']]\n",
      "1\n",
      "10\n",
      "[['I would love to see some sort of union to fight against that nothing about video and the gaming industry to fight against the bias a if this man is able to change the situation where all are available for Then thank this man for what he done for your gaming needs']]\n",
      "1\n",
      "0\n",
      "[['The way at is what me ship them more', 'THOSE SCREAMING', 'Your IS Beautiful']]\n",
      "1\n",
      "1\n",
      "[['IN PURE BLISS 39 THIS IS MAKING MY HEART FLUTTER LIKE NON OTHER']]\n",
      "1\n",
      "2\n",
      "[['nice']]\n",
      "1\n",
      "3\n",
      "[['they only 8 why lay']]\n",
      "1\n",
      "4\n",
      "[['when the to shout quot i can39t stop myself from smiling really wide is life']]\n",
      "1\n",
      "5\n",
      "[['are doing haven39t seen any idol do that']]\n",
      "1\n",
      "6\n",
      "[['can someone tell me is the title of the use']]\n",
      "1\n",
      "7\n",
      "[['I love the that you made Thank you so much I hope you can make more of this This precious are making me cry A Big for you']]\n",
      "1\n",
      "8\n",
      "[['a scolding their', 'i love you thank']]\n",
      "1\n",
      "9\n",
      "[['what is the title of the song at a']]\n",
      "1\n",
      "10\n",
      "[['Oh my god I never even knew at that part in a']]\n",
      "1\n",
      "11\n",
      "[['This Video me']]\n",
      "1\n",
      "12\n",
      "[['The screaming i would do the same', 'The screaming i would do the same']]\n",
      "1\n",
      "13\n",
      "[['doesn39t play with the toy puppy IS a puppy with the toy puppy']]\n",
      "1\n",
      "0\n",
      "[['24 3', '12']]\n",
      "1\n",
      "1\n",
      "[['privet a toze v']]\n",
      "1\n",
      "0\n",
      "[['Hello', 'Is there a reason you sound', 'I39ll mention this channel on my tomorrow It obviously a lot of effort to record and edit and add for these 30 minute you Also I39ll add it39s a good idea to study from and any if available Here39s an example of a drama 39Zettai Kareshi39 the course on a', 'Summary and Time a Keep a notebook that you a Make your own a Write down you common and a Translate the first and last of a a Sword Art a Write A a Don39t worry about your a Do grammar a Use manga to a Relax in a Listen to when you are low in a Have fun']]\n",
      "1\n",
      "1\n",
      "[['So glad I found your channel it me so', 'Fantastic video I39m very glad I found your channel You explain everything so clearly And the anime segment was gold', 'This is high quality please keep on making these awesome I will spread the word']]\n",
      "1\n",
      "2\n",
      "[['a I hope you realize that in the context that Barney the word only men can use it for obvious can only get', 'I have spent into learning and discovered a great resource at Magic Method it if you39re interested']]\n",
      "1\n",
      "3\n",
      "[['Great stuff Thanks for this']]\n",
      "1\n",
      "4\n",
      "[['In the sentence 39dancing is fun39 you it as 3939 Can I say 3939']]\n",
      "1\n",
      "5\n",
      "[['12b Subscribe to Ammo with on']]\n",
      "1\n",
      "6\n",
      "[['That on learnt just perfect']]\n",
      "1\n",
      "7\n",
      "[['just you39re teaching exactly how I learn really good']]\n",
      "1\n",
      "8\n",
      "[['Hi I really this video a lot I would love to see some kind of content actually on thing like the anime segment you and here I feel it39s helpful and very motivational to see that it isn39t hard to understand anime or manga i really it I also like your and I am watching them Keep it up D']]\n",
      "1\n",
      "0\n",
      "[['n', 'n sub']]\n",
      "1\n",
      "1\n",
      "[['M n', 'ad post hay th m up m thy m mi c ti y', 'n p sub cho ti em lt3 my m mi li']]\n",
      "1\n",
      "2\n",
      "[['n sub', 'n sub lt3']]\n",
      "1\n",
      "3\n",
      "[['a n y v n lt3 v l', 'n sub', 'd n sub']]\n",
      "1\n",
      "4\n",
      "[['i mi 39']]\n",
      "1\n",
      "5\n",
      "[['a ti y n sub lt3 lt3 lt3']]\n",
      "1\n",
      "6\n",
      "[['mi k', 'Cho hi t katakana l Sao li l v mi ting hi v ra']]\n",
      "1\n",
      "7\n",
      "[['Main n v']]\n",
      "1\n",
      "8\n",
      "[['ae nay lai hi chi em la i y']]\n",
      "1\n",
      "9\n",
      "[['n ging u ca']]\n",
      "1\n",
      "0\n",
      "[['1 39', 'na h to para', 'Th 2h', 'H 2h na h tha auto to love', 'H 2h na h tha auto to love', '1', '1', '1', '3', '3', '1 lt3 lt3', '2']]\n",
      "1\n",
      "1\n",
      "[['3', '2 lt3 lt3 lt3', '1', '1', '1']]\n",
      "1\n",
      "2\n",
      "[['2']]\n",
      "1\n",
      "0\n",
      "[['e', 'Your have always been amazing but one thing about the mix as a whole at least in my opinion is that I feel some of the mids are missing to give us the fuller experience of Just a bit of a tweak would definitely give it a good sound Otherwise you have a great video on your']]\n",
      "1\n",
      "1\n",
      "[['You are the most verbatim guitarist I have ever seen Every cover you nail as good if not better than the original', 'Show']]\n",
      "1\n",
      "2\n",
      "[['De', 'no a do Dragon ball Z top te', 'a em EMG39s']]\n",
      "1\n",
      "3\n",
      "[['visto da at de sabe']]\n",
      "1\n",
      "4\n",
      "[['a do dos o eu j']]\n",
      "1\n",
      "5\n",
      "[['no um da o']]\n",
      "1\n",
      "6\n",
      "[['Ta de tempo']]\n",
      "1\n",
      "7\n",
      "[['eu de a meio q o e os do so s q a a pintura a musical no mas t', 'animal']]\n",
      "1\n",
      "8\n",
      "[['me responde favor o do em claro q o o']]\n",
      "1\n",
      "9\n",
      "[['SHOW PARA']]\n",
      "1\n",
      "10\n",
      "[['A me l no canal e se os']]\n",
      "1\n",
      "11\n",
      "[['bom e timbre um dos do']]\n",
      "1\n",
      "12\n",
      "[['o n']]\n",
      "1\n",
      "13\n",
      "[['a TAB e aula top Pow']]\n",
      "1\n",
      "0\n",
      "[['The super police is waiting for a a Both super coming on its way', 'best album', 'background', 'nice music by', 'so Angel Music awesome', 'song awesome superb wit melting music', 'love favorite song in the album Thank you sir', 'one of the best composition become a fan of', 'wow fantastic all the best princess', 'The instrumental are great I wish the same sincerity had reflected in the too', 'are terrific sir did something extraordinary', 'very nice all the best']]\n",
      "1\n",
      "1\n",
      "[['vitta vera dark knight copy music director industry sir']]\n",
      "1\n",
      "2\n",
      "[['you have sang the song so beautifully I have been it on repeat So many times and wow wow wow']]\n",
      "1\n",
      "3\n",
      "[['a good sign that people are taking the effort to add score it the idea of watching the film i never had any interest to watch the film in fact dont even know anything about the film but now its a curiosity off team', 'love the background score and nice', 'love the background score and nice', 'now it s a music']]\n",
      "1\n",
      "0\n",
      "[['Arriba Zac', 'el el video de la', 'Si con tuba al', 'el La', 'de y se tuba', 'Al a', 'ser']]\n",
      "1\n",
      "1\n",
      "[['de y', 'As']]\n",
      "1\n",
      "2\n",
      "[['o DE se la', 'en y']]\n",
      "1\n",
      "3\n",
      "[['de', 'Es de a video la']]\n",
      "1\n",
      "4\n",
      "[['a']]\n",
      "1\n",
      "5\n",
      "[['en el se tuba']]\n",
      "1\n",
      "6\n",
      "[['al en san el pilon']]\n",
      "1\n",
      "7\n",
      "[['AA No La y de']]\n",
      "1\n",
      "0\n",
      "[['just ho this is so so inspired', 'Of course I it It39s beautiful lt3']]\n",
      "1\n",
      "1\n",
      "[['Hey dear You will go far with your art b3b please dream Have you a account If not you MUST create one', 'NO THATS AMAZING', 'i love this much its absolutely beautiful how long did this take you', 'so beautiful amazing']]\n",
      "1\n",
      "2\n",
      "[['it39s so I can see you put a feeling into your painting cause it39s just from your and the song is also perfect to your painting Really love']]\n",
      "1\n",
      "3\n",
      "[['thanks for sare your process its so beautiful lt3', 'you are my inspiration to paint in Draw paint and create incredible many thanks for your talent with us lt3br I have a question What kind of do you use']]\n",
      "1\n",
      "4\n",
      "[['I love love this and I wish I could paint like you I have no sense of control when it comes to water and my colors always end up into each other and getting this ugly muddy color but I love the medium any Also what do you use This turned out really nice', 'Make a video about your please']]\n",
      "1\n",
      "5\n",
      "[['wow it39s amazing I usually colour from light base colour then proceed to colour I really should try the way you do it someday']]\n",
      "1\n",
      "6\n",
      "[['the song o Love this drawing']]\n",
      "1\n",
      "7\n",
      "[['this is NOT']]\n",
      "1\n",
      "8\n",
      "[['very beautiful']]\n",
      "1\n",
      "9\n",
      "[['I WANT THIS IN MY HOUSE', 'i love your work']]\n",
      "1\n",
      "10\n",
      "[['This is so cute I love it']]\n",
      "1\n",
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     ]
    }
   ],
   "source": [
    "read_link='separatedCommentsFile.csv'\n",
    "\n",
    "# Header\n",
    "list1=['Id','3/1/2017','3/2/2017','3/3/2017','3/4/2017','3/5/2017','3/6/2017','3/7/2017','3/8/2017','3/9/2017','3/10/2017','3/11/2017','3/12/2017','3/13/2017','3/14/2017','3/15/2017','3/16/2017','3/17/2017','3/18/2017','3/19/2017','3/20/2017','3/21/2017','3/22/2017','3/23/2017','3/24/2017','3/25/2017','3/26/2017','3/27/2017','3/28/2017','3/29/2017','3/30/2017','3/31/2017','4/1/2017','4/2/2017','4/3/2017','4/4/2017','4/5/2017','4/6/2017','4/7/2017','4/8/2017','4/9/2017','4/10/2017','4/11/2017','4/12/2017','4/13/2017','4/14/2017','4/15/2017','4/16/2017','4/17/2017','4/18/2017','4/19/2017','4/20/2017','4/21/2017','4/22/2017','4/23/2017','4/24/2017','4/25/2017','4/26/2017','4/27/2017','4/28/2017','4/29/2017','4/30/2017','5/1/2017','5/2/2017','5/3/2017','5/4/2017','5/5/2017','6/2017','5/7/2017','5/8/2017','5/9/2017']\n",
    "\n",
    "tot_list=[]\n",
    "tot_list.append(list1)\n",
    "\n",
    "with open(read_link, newline='', encoding='utf8') as f:\n",
    "    lines = itertools.islice(f,1,None)\n",
    "    reader = csv.reader(lines)\n",
    "    \n",
    "    row_num=0\n",
    "    for row in reader:\n",
    "        list2=[]\n",
    "        list2.append(row[0])\n",
    "        k=0\n",
    "        for j in range(1,len(row)):\n",
    "            if row[j]:\n",
    "                texts=[]\n",
    "                check1=\" \".join(w for w in nltk.wordpunct_tokenize(row[j]) \\\n",
    "                        if w.lower() in words or not w.isalpha())\n",
    "\n",
    "                comments_arr=check1.split(\";\")\n",
    "\n",
    "                strip1=map(lambda x: re.sub(r\"http\\S+\",'',x), comments_arr)\n",
    "                strip2=list(strip1)\n",
    "\n",
    "                strip3=map(lambda x: re.sub(r\"a href\",'',x), strip2)\n",
    "                strip4=list(strip3)\n",
    "\n",
    "                strip5=map(lambda x: x.strip(), strip4)\n",
    "                strip6=list(strip5)\n",
    "                strip7=filter(None,strip6)\n",
    "                texts.append(list(strip7))\n",
    "                \n",
    "                if texts[0]:\n",
    "                    print(k)\n",
    "                    print(texts)\n",
    "                    print(len(texts))\n",
    "                    list2.append(str(final_avg_list[row_num][k]*100))\n",
    "                    k+=1\n",
    "                else:\n",
    "                    list2.append(\"\")\n",
    "            else:\n",
    "                list2.append(\"\")\n",
    "        tot_list.append(list2)\n",
    "        row_num+=1\n",
    "    print(tot_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Writing to file the predicted labels\n",
    "\n",
    "write_link='sentiment_analysis_of_comments_over_time.csv'\n",
    "\n",
    "with open(write_link, 'w', newline='') as f:\n",
    "    writer = csv.writer(f)\n",
    "    writer.writerows(tot_list)"
   ]
  }
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