data - vader.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "adjustable-peter",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "major-onion",
   "metadata": {},
   "outputs": [],
   "source": [
    "import googleapiclient.discovery"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "delayed-methodology",
   "metadata": {},
   "outputs": [],
   "source": [
    "def google_api(id):\n",
    "    # Disable OAuthlib's HTTPS verification when running locally.\n",
    "    # *DO NOT* leave this option enabled in production.\n",
    "    # os.environ[\"OAUTHLIB_INSECURE_TRANSPORT\"] = \"1\"\n",
    "\n",
    "    api_service_name = \"youtube\"\n",
    "    api_version = \"v3\"\n",
    "    DEVELOPER_KEY = \"generate your own key and paste here.\"\n",
    "\n",
    "    youtube = googleapiclient.discovery.build(\n",
    "        api_service_name, api_version, developerKey = DEVELOPER_KEY)\n",
    "\n",
    "    request = youtube.commentThreads().list(\n",
    "        part=\"id,snippet\",\n",
    "        maxResults=300,\n",
    "        order=\"relevance\",\n",
    "#         videoId= \"ZZRP70zMHgo\" #pos\n",
    "        videoId= \"x98h_BmY8-M\" #neg\n",
    "    )\n",
    "    \n",
    "    response = request.execute()\n",
    "\n",
    "#     print(response)\n",
    "    return response\n",
    "response = google_api(\"621oD2zBSbI\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "treated-foster",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "def create_df_author_comments():\n",
    "    authorname = []\n",
    "    comments = []\n",
    "    for i in range(len(response[\"items\"])):\n",
    "        authorname.append(response[\"items\"][i][\"snippet\"][\"topLevelComment\"][\"snippet\"][\"authorDisplayName\"])\n",
    "        comments.append(response[\"items\"][i][\"snippet\"][\"topLevelComment\"][\"snippet\"][\"textOriginal\"])\n",
    "    df_1 = pd.DataFrame(comments, index = authorname,columns=[\"Comments\"])\n",
    "    return df_1 \n",
    "df_1 = create_df_author_comments()\n",
    "pd.set_option(\"display.max_colwidth\", None)\n",
    "pd.set_option('display.max_rows', None)\n",
    "# df_1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "heavy-interference",
   "metadata": {},
   "outputs": [],
   "source": [
    "# REMOVE NaN VALUES AND EMPTY STRINGS:\n",
    "df_1.dropna(inplace=True)\n",
    "\n",
    "blanks = []  # start with an empty list\n",
    "\n",
    "for i, comments in df_1.itertuples():  \n",
    "    if type(comments)==str:            \n",
    "        if comments.isspace():        \n",
    "            blanks.append(i)     \n",
    "\n",
    "df_1.drop(blanks, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "separated-unemployment",
   "metadata": {},
   "outputs": [],
   "source": [
    "# adding score to data frame\n",
    "# import nltk\n",
    "# nltk.download('vader_lexicon') \n",
    "\n",
    "from nltk.sentiment.vader import SentimentIntensityAnalyzer\n",
    "sid = SentimentIntensityAnalyzer()\n",
    "\n",
    "# df_1= df_1.assign(Score = lambda x: sid.polarity_scores('Comments'))\n",
    "df_1['Scores'] = df_1['Comments'].apply(lambda x: sid.polarity_scores(x))\n",
    "\n",
    "#normalize the score\n",
    "df_1['Compound'] = df_1['Scores'].apply(lambda score_dict: score_dict['compound'])\n",
    "\n",
    "#label\n",
    "df_1['Polarity'] = df_1['Compound'].apply(lambda c: 'neutral' if -0.05 < c < 0.05 else ('negative' if c < -0.05 else 'positive'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "prescription-symphony",
   "metadata": {},
   "outputs": [],
   "source": [
    "#evaluate polarity without stop words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "vocational-directory",
   "metadata": {},
   "outputs": [],
   "source": [
    "#remove the stop words\n",
    "from nltk.corpus import stopwords\n",
    "from nltk.tokenize import word_tokenize\n",
    "stop = stopwords.words('english')\n",
    "df_1['comments (without stopwords)'] = df_1['Comments'].apply(lambda x: ' '.join([word for word in x.split() if word not in (stop)]))\n",
    "# df_1.sort_values(by=['Polarity']).head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "mineral-flood",
   "metadata": {},
   "outputs": [],
   "source": [
    "#convert to lower case\n",
    "lower = lambda x: x.lower()\n",
    "df_1['comments (without stopwords)'] = df_1['comments (without stopwords)'].apply(lower)  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "environmental-comment",
   "metadata": {},
   "outputs": [],
   "source": [
    "#remove emojis and special characters\n",
    "import re\n",
    "def cleaning_comments(comment):\n",
    "  comment = re.sub(\"[🤣|🤭|🤣|😁|🤭|❤️|👍|🏴|😣|😠|💪|🙏|😞|🌺|🌸|🌞|🌻|💐|💓|😥|💔|😪|😑|🏽|😢|😑|😇|💜|🪴|🙌🏻|🇨🇦|🕊|🕯|😭|😔|💙|🏼|✝|🇿]+\",'',comment)\n",
    "  comment = re.sub(\"[0-9]+\",\"\",comment)\n",
    "  comment = re.sub(\"[\\:|\\@|\\)|\\*|\\.|\\$|\\!|\\?|\\,|\\%|\\\"|\\(|\\-|\\”|\\#|\\!|\\/|\\«|\\»|\\&|\\n|\\'|\\;|\\!|<|>|\\'|\\’|\\\\\\\\]+\",\" \",comment)\n",
    "  return comment\n",
    "\n",
    "df_1['comments (without stopwords)']= df_1['comments (without stopwords)'].apply(cleaning_comments)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "developing-acoustic",
   "metadata": {},
   "outputs": [],
   "source": [
    "# adding score to data frame\n",
    "# import nltk\n",
    "# nltk.download('vader_lexicon') \n",
    "\n",
    "from nltk.sentiment.vader import SentimentIntensityAnalyzer\n",
    "sid = SentimentIntensityAnalyzer()\n",
    "\n",
    "# df_1= df_1.assign(Score = lambda x: sid.polarity_scores('Comments'))\n",
    "df_1['scores'] = df_1['comments (without stopwords)'].apply(lambda x: sid.polarity_scores(x))\n",
    "\n",
    "#normalize the score\n",
    "df_1['compound'] = df_1['scores'].apply(lambda score_dict: score_dict['compound'])\n",
    "\n",
    "#label\n",
    "df_1['polarity (without stopwords)'] = df_1['compound'].apply(lambda c: 'neutral' if -0.05 < c < 0.05 else ('negative' if c < -0.05 else 'positive'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "loose-click",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "negative    68\n",
       "positive    24\n",
       "neutral      8\n",
       "Name: Polarity, dtype: int64"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_1['Polarity'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "daily-slope",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "negative    65\n",
       "positive    24\n",
       "neutral     11\n",
       "Name: polarity (without stopwords), dtype: int64"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_1['polarity (without stopwords)'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "native-awareness",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Comments</th>\n",
       "      <th>Scores</th>\n",
       "      <th>Compound</th>\n",
       "      <th>Polarity</th>\n",
       "      <th>comments (without stopwords)</th>\n",
       "      <th>scores</th>\n",
       "      <th>compound</th>\n",
       "      <th>polarity (without stopwords)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>DwayneStorm</th>\n",
       "      <td>My heart aches so much for those parents that brought their children to school but didn't get a chance to bring them home 😞</td>\n",
       "      <td>{'neg': 0.153, 'neu': 0.847, 'pos': 0.0, 'compound': -0.3839}</td>\n",
       "      <td>-0.3839</td>\n",
       "      <td>negative</td>\n",
       "      <td>my heart aches much parents brought children school get chance bring home</td>\n",
       "      <td>{'neg': 0.143, 'neu': 0.714, 'pos': 0.143, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>- madi -</th>\n",
       "      <td>my heart goes out to the parents who took their kids to school but did not take them home &lt;/3\\n\\n\\n\\nRIP</td>\n",
       "      <td>{'neg': 0.216, 'neu': 0.784, 'pos': 0.0, 'compound': -0.7579}</td>\n",
       "      <td>-0.7579</td>\n",
       "      <td>negative</td>\n",
       "      <td>heart goes parents took kids school take home   rip</td>\n",
       "      <td>{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>I Rod</th>\n",
       "      <td>My heart goes out to the families of the innocent lives lost in the tragedy may GOD take them UP!! Parents and families who read this and all over….ACTUALLY PARENT YOUR CHILDREN PROPERLY!!! Be in there loves and involved in all there actions especially if they live under your rooftop!!! Don’t let your children kill innocent people and children!!! Stop just going through the motions and raise the children with morals and principles so they know right from wrong!! Send them into the world as good people so that the world doesn’t have to suffer their evil!! Sup it before it leaves the doors, it all starts at home!!! DO NOT ABUSE THEM IN ANY WAY and DO NOT EXPOSE them to negativity!! Explain what the negatives can lead to in their lives! Show them how remaining positive and with your support, no matter what they’ll over come!!</td>\n",
       "      <td>{'neg': 0.166, 'neu': 0.687, 'pos': 0.147, 'compound': -0.7743}</td>\n",
       "      <td>-0.7743</td>\n",
       "      <td>negative</td>\n",
       "      <td>my heart goes families innocent lives lost tragedy may god take up  parents families read over… actually parent your children properly  be loves involved actions especially live rooftop  don t let children kill innocent people children  stop going motions raise children morals principles know right wrong  send world good people world doesn t suffer evil  sup leaves doors  starts home  do not abuse them in any way do not expose negativity  explain negatives lead lives  show remaining positive support  matter they ll come</td>\n",
       "      <td>{'neg': 0.212, 'neu': 0.543, 'pos': 0.245, 'compound': -0.048}</td>\n",
       "      <td>-0.0480</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Christian Delgado</th>\n",
       "      <td>I can’t believe this monsters mom tried to say “ don’t come at him he did it for a reason “. You do not kill your own family member AND CHILDREN ALONGSIDE INNOCENT TEACHERS. There is NO excuse for that.</td>\n",
       "      <td>{'neg': 0.067, 'neu': 0.748, 'pos': 0.185, 'compound': 0.6414}</td>\n",
       "      <td>0.6414</td>\n",
       "      <td>positive</td>\n",
       "      <td>i can t believe monsters mom tried say “ don t come reason “  you kill family member and children alongside innocent teachers  there no excuse that</td>\n",
       "      <td>{'neg': 0.241, 'neu': 0.629, 'pos': 0.129, 'compound': -0.6369}</td>\n",
       "      <td>-0.6369</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Askingoldman</th>\n",
       "      <td>Sad but true. Won’t be the last. Tragedies don’t get laws change. We live in a country where all lives don’t matter.</td>\n",
       "      <td>{'neg': 0.213, 'neu': 0.613, 'pos': 0.175, 'compound': -0.2617}</td>\n",
       "      <td>-0.2617</td>\n",
       "      <td>negative</td>\n",
       "      <td>sad true  won t last  tragedies don t get laws change  we live country lives don t matter</td>\n",
       "      <td>{'neg': 0.254, 'neu': 0.424, 'pos': 0.322, 'compound': 0.1531}</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Comments  \\\n",
       "DwayneStorm                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               My heart aches so much for those parents that brought their children to school but didn't get a chance to bring them home 😞   \n",
       "- madi -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     my heart goes out to the parents who took their kids to school but did not take them home </3\\n\\n\\n\\nRIP   \n",
       "I Rod              My heart goes out to the families of the innocent lives lost in the tragedy may GOD take them UP!! Parents and families who read this and all over….ACTUALLY PARENT YOUR CHILDREN PROPERLY!!! Be in there loves and involved in all there actions especially if they live under your rooftop!!! Don’t let your children kill innocent people and children!!! Stop just going through the motions and raise the children with morals and principles so they know right from wrong!! Send them into the world as good people so that the world doesn’t have to suffer their evil!! Sup it before it leaves the doors, it all starts at home!!! DO NOT ABUSE THEM IN ANY WAY and DO NOT EXPOSE them to negativity!! Explain what the negatives can lead to in their lives! Show them how remaining positive and with your support, no matter what they’ll over come!!   \n",
       "Christian Delgado                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I can’t believe this monsters mom tried to say “ don’t come at him he did it for a reason “. You do not kill your own family member AND CHILDREN ALONGSIDE INNOCENT TEACHERS. There is NO excuse for that.   \n",
       "Askingoldman                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Sad but true. Won’t be the last. Tragedies don’t get laws change. We live in a country where all lives don’t matter.   \n",
       "\n",
       "                                                                            Scores  \\\n",
       "DwayneStorm          {'neg': 0.153, 'neu': 0.847, 'pos': 0.0, 'compound': -0.3839}   \n",
       "- madi -             {'neg': 0.216, 'neu': 0.784, 'pos': 0.0, 'compound': -0.7579}   \n",
       "I Rod              {'neg': 0.166, 'neu': 0.687, 'pos': 0.147, 'compound': -0.7743}   \n",
       "Christian Delgado   {'neg': 0.067, 'neu': 0.748, 'pos': 0.185, 'compound': 0.6414}   \n",
       "Askingoldman       {'neg': 0.213, 'neu': 0.613, 'pos': 0.175, 'compound': -0.2617}   \n",
       "\n",
       "                   Compound  Polarity  \\\n",
       "DwayneStorm         -0.3839  negative   \n",
       "- madi -            -0.7579  negative   \n",
       "I Rod               -0.7743  negative   \n",
       "Christian Delgado    0.6414  positive   \n",
       "Askingoldman        -0.2617  negative   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     comments (without stopwords)  \\\n",
       "DwayneStorm                                                                                                                                                                                                                                                                                                                                                                                                                                                                            my heart aches much parents brought children school get chance bring home    \n",
       "- madi -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      heart goes parents took kids school take home   rip   \n",
       "I Rod              my heart goes families innocent lives lost tragedy may god take up  parents families read over… actually parent your children properly  be loves involved actions especially live rooftop  don t let children kill innocent people children  stop going motions raise children morals principles know right wrong  send world good people world doesn t suffer evil  sup leaves doors  starts home  do not abuse them in any way do not expose negativity  explain negatives lead lives  show remaining positive support  matter they ll come    \n",
       "Christian Delgado                                                                                                                                                                                                                                                                                                                                                                                            i can t believe monsters mom tried say “ don t come reason “  you kill family member and children alongside innocent teachers  there no excuse that    \n",
       "Askingoldman                                                                                                                                                                                                                                                                                                                                                                                                                                                           sad true  won t last  tragedies don t get laws change  we live country lives don t matter    \n",
       "\n",
       "                                                                            scores  \\\n",
       "DwayneStorm            {'neg': 0.143, 'neu': 0.714, 'pos': 0.143, 'compound': 0.0}   \n",
       "- madi -                     {'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}   \n",
       "I Rod               {'neg': 0.212, 'neu': 0.543, 'pos': 0.245, 'compound': -0.048}   \n",
       "Christian Delgado  {'neg': 0.241, 'neu': 0.629, 'pos': 0.129, 'compound': -0.6369}   \n",
       "Askingoldman        {'neg': 0.254, 'neu': 0.424, 'pos': 0.322, 'compound': 0.1531}   \n",
       "\n",
       "                   compound polarity (without stopwords)  \n",
       "DwayneStorm          0.0000                      neutral  \n",
       "- madi -             0.0000                      neutral  \n",
       "I Rod               -0.0480                      neutral  \n",
       "Christian Delgado   -0.6369                     negative  \n",
       "Askingoldman         0.1531                     positive  "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# df_1.loc[(df_1['Polarity'] == 'negative') & (df_1['polarity'] == 'positive')]\n",
    "df_1.loc[(df_1['Polarity'] != df_1['polarity (without stopwords)'])]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "naked-knife",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Comments</th>\n",
       "      <th>Scores</th>\n",
       "      <th>Compound</th>\n",
       "      <th>Polarity</th>\n",
       "      <th>comments (without stopwords)</th>\n",
       "      <th>scores</th>\n",
       "      <th>compound</th>\n",
       "      <th>polarity (without stopwords)</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>DwayneStorm</th>\n",
       "      <td>My heart aches so much for those parents that brought their children to school but didn't get a chance to bring them home 😞</td>\n",
       "      <td>{'neg': 0.153, 'neu': 0.847, 'pos': 0.0, 'compound': -0.3839}</td>\n",
       "      <td>-0.3839</td>\n",
       "      <td>negative</td>\n",
       "      <td>my heart aches much parents brought children school get chance bring home</td>\n",
       "      <td>{'neg': 0.143, 'neu': 0.714, 'pos': 0.143, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Matthew Hagner</th>\n",
       "      <td>Turns out that no officer ever went in to the school. This whole situation is disgusting and my heart breaks for all who lost their lives and the families impacted</td>\n",
       "      <td>{'neg': 0.226, 'neu': 0.774, 'pos': 0.0, 'compound': -0.7845}</td>\n",
       "      <td>-0.7845</td>\n",
       "      <td>negative</td>\n",
       "      <td>turns officer ever went school  this whole situation disgusting heart breaks lost lives families impacted</td>\n",
       "      <td>{'neg': 0.305, 'neu': 0.695, 'pos': 0.0, 'compound': -0.6908}</td>\n",
       "      <td>-0.6908</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AGENTBOOOM</th>\n",
       "      <td>It always amazes me how people don't disclose information about individuals odd behaviors or threats they make to innocent people until after a massacre like this happens.  People need to learn to speak up as this tragedy could've possibly be avoided.</td>\n",
       "      <td>{'neg': 0.237, 'neu': 0.613, 'pos': 0.15, 'compound': -0.6858}</td>\n",
       "      <td>-0.6858</td>\n",
       "      <td>negative</td>\n",
       "      <td>it always amazes people disclose information individuals odd behaviors threats make innocent people massacre like happens  people need learn speak tragedy could ve possibly avoided</td>\n",
       "      <td>{'neg': 0.313, 'neu': 0.474, 'pos': 0.213, 'compound': -0.5859}</td>\n",
       "      <td>-0.5859</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ingrid wynne</th>\n",
       "      <td>My heart goes out to the families of the murdered children and teachers. It's tragic, but America must address its gun laws</td>\n",
       "      <td>{'neg': 0.291, 'neu': 0.709, 'pos': 0.0, 'compound': -0.7783}</td>\n",
       "      <td>-0.7783</td>\n",
       "      <td>negative</td>\n",
       "      <td>my heart goes families murdered children teachers  it s tragic  america must address gun laws</td>\n",
       "      <td>{'neg': 0.471, 'neu': 0.529, 'pos': 0.0, 'compound': -0.8689}</td>\n",
       "      <td>-0.8689</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ariel Perez</th>\n",
       "      <td>I can’t believe people would be willing to take the lives of innocent kids for no reason. I feel so bad for what the families are going through</td>\n",
       "      <td>{'neg': 0.209, 'neu': 0.717, 'pos': 0.075, 'compound': -0.6476}</td>\n",
       "      <td>-0.6476</td>\n",
       "      <td>negative</td>\n",
       "      <td>i can t believe people would willing take lives innocent kids reason  i feel bad families going</td>\n",
       "      <td>{'neg': 0.196, 'neu': 0.67, 'pos': 0.134, 'compound': -0.2732}</td>\n",
       "      <td>-0.2732</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rob Flanagan</th>\n",
       "      <td>I have been following this story since it unfolded from the very beginning. I’m in my late forties, and a working professional from the Boston area. I don’t have kids, and this is the hardest thing for me to understand and make sense of it all. My heart goes out to the parents - single parents, dual parents that brought their children to school to drop them off for classes. I see the images as those young and innocent children cut down by a mad man, with yet another senseless tale of unnecessary violence &amp; gunfire with automatic weapons. When is this going to end? Forget about whose to blame on the scene. From the police officers that immediately went into the building who the public finds out later was fabricated and not true, to the officer that is guarding both the main entrance of the school and walkway is now a ghost. While finger pointing continues, a quiet community is rocked and shaken by this senseless tragedy. When does this end. We as a society have a serious epidemic of senseless violence in America with these long barrel automatic weapons getting into the hands of minors, young teenagers, and those with mental health issues, and criminal records. President Biden, get off your ass and finally do something that no President has done before and end this madness. We need to end this by having Congress exact strict measures and laws implementing the banning of minors, teens, criminals from getting their hands on military assault weapons. There is absolutely no need for this. I don’t have to be a parent to be emotional and know that something needs to be done now. Stop finger pointing and blaming when the real problem is right in front of us all and needs to be addressed and finally stopped. End this epidemic now by stopping the root of the source. Even now as I rant, and venting my frustrations, another senseless act of violence just happened in Philadelphia where multiple gunmen opened fire into crowds of innocent citizens for no reason only to inflict mass casualties, violence, and chaos. We need to push our local selectmen, Mayors, Governors, Senators, and Congressmen and women across the United States to get involved now. President Biden &amp; his Administration along with Congress and the House, all need to start communicating and finally working together to stop this unnecessary violence to finally stop be banning all military long barrel weapons from all, including minors, teenagers, those with criminal records. Our Government needs to make these laws priority to make it virtually impossible for civilians to purchase these weapons and any other handguns over the internet, gun shows, and on the street. We need to do our part now and make a difference do we can finally put a stop to this madness and end this once and for all so that innocent children and all citizens across the United States can feel safe and inclusive.</td>\n",
       "      <td>{'neg': 0.213, 'neu': 0.756, 'pos': 0.03, 'compound': -0.9984}</td>\n",
       "      <td>-0.9984</td>\n",
       "      <td>negative</td>\n",
       "      <td>i following story since unfolded beginning  i m late forties  working professional boston area  i don t kids  hardest thing understand make sense all  my heart goes parents   single parents  dual parents brought children school drop classes  i see images young innocent children cut mad man  yet another senseless tale unnecessary violence   gunfire automatic weapons  when going end  forget whose blame scene  from police officers immediately went building public finds later fabricated true  officer guarding main entrance school walkway ghost  while finger pointing continues  quiet community rocked shaken senseless tragedy  when end  we society serious epidemic senseless violence america long barrel automatic weapons getting hands minors  young teenagers  mental health issues  criminal records  president biden  get ass finally something president done end madness  we need end congress exact strict measures laws implementing banning minors  teens  criminals getting hands military assault weapons  there absolutely need this  i don t parent emotional know something needs done now  stop finger pointing blaming real problem right front us needs addressed finally stopped  end epidemic stopping root source  even i rant  venting frustrations  another senseless act violence happened philadelphia multiple gunmen opened fire crowds innocent citizens reason inflict mass casualties  violence  chaos  we need push local selectmen  mayors  governors  senators  congressmen women across united states get involved now  president biden   administration along congress house  need start communicating finally working together stop unnecessary violence finally stop banning military long barrel weapons all  including minors  teenagers  criminal records  our government needs make laws priority make virtually impossible civilians purchase weapons handguns internet  gun shows  street  we need part make difference finally put stop madness end innocent children citizens across united states feel safe inclusive</td>\n",
       "      <td>{'neg': 0.317, 'neu': 0.626, 'pos': 0.057, 'compound': -0.998}</td>\n",
       "      <td>-0.9980</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aswer huio</th>\n",
       "      <td>My heart hurts for these families my condolences to the families who lost precious children and their teachers 🙏</td>\n",
       "      <td>{'neg': 0.224, 'neu': 0.622, 'pos': 0.154, 'compound': -0.1779}</td>\n",
       "      <td>-0.1779</td>\n",
       "      <td>negative</td>\n",
       "      <td>my heart hurts families condolences families lost precious children teachers</td>\n",
       "      <td>{'neg': 0.335, 'neu': 0.435, 'pos': 0.23, 'compound': -0.1779}</td>\n",
       "      <td>-0.1779</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>- madi -</th>\n",
       "      <td>my heart goes out to the parents who took their kids to school but did not take them home &lt;/3\\n\\n\\n\\nRIP</td>\n",
       "      <td>{'neg': 0.216, 'neu': 0.784, 'pos': 0.0, 'compound': -0.7579}</td>\n",
       "      <td>-0.7579</td>\n",
       "      <td>negative</td>\n",
       "      <td>heart goes parents took kids school take home   rip</td>\n",
       "      <td>{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Billy Moretz</th>\n",
       "      <td>My heart goes to the families there loss very terrible what happened unbelievable RIP 🌺🌸🌞🌻💐</td>\n",
       "      <td>{'neg': 0.292, 'neu': 0.616, 'pos': 0.092, 'compound': -0.5984}</td>\n",
       "      <td>-0.5984</td>\n",
       "      <td>negative</td>\n",
       "      <td>my heart goes families loss terrible happened unbelievable rip</td>\n",
       "      <td>{'neg': 0.409, 'neu': 0.455, 'pos': 0.136, 'compound': -0.5574}</td>\n",
       "      <td>-0.5574</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Typhoonbladefist</th>\n",
       "      <td>He sounds like he was a psychopath. Animal abuse is a major red flag. There’s no magic pill or therapy to cure psychopathy. We really need to educate people about it and how to recognize the signs. The real question is what do we do with these people in our society? I feel bad for them.</td>\n",
       "      <td>{'neg': 0.161, 'neu': 0.798, 'pos': 0.041, 'compound': -0.8126}</td>\n",
       "      <td>-0.8126</td>\n",
       "      <td>negative</td>\n",
       "      <td>he sounds like psychopath  animal abuse major red flag  there s magic pill therapy cure psychopathy  we really need educate people recognize signs  the real question people society  i feel bad them</td>\n",
       "      <td>{'neg': 0.207, 'neu': 0.726, 'pos': 0.067, 'compound': -0.7351}</td>\n",
       "      <td>-0.7351</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Black Mamba</th>\n",
       "      <td>Upbringing in a right way is the best gift we could give to a child. A child deserves ❤️, guidance, attention. If not given, these are the repercussions. \\nAlso a mental health person needs to be addressed, it is dangerous for the being around.\\nIts really disheartened to feel those parents suffering an infinite pain who have lost their kids, nothing in the world could fill their void.</td>\n",
       "      <td>{'neg': 0.193, 'neu': 0.718, 'pos': 0.089, 'compound': -0.8016}</td>\n",
       "      <td>-0.8016</td>\n",
       "      <td>negative</td>\n",
       "      <td>upbringing right way best gift could give child  a child deserves   guidance  attention  if given  repercussions  also mental health person needs addressed  dangerous around  its really disheartened feel parents suffering infinite pain lost kids  nothing world could fill void</td>\n",
       "      <td>{'neg': 0.286, 'neu': 0.581, 'pos': 0.133, 'compound': -0.8016}</td>\n",
       "      <td>-0.8016</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>I Rod</th>\n",
       "      <td>My heart goes out to the families of the innocent lives lost in the tragedy may GOD take them UP!! Parents and families who read this and all over….ACTUALLY PARENT YOUR CHILDREN PROPERLY!!! Be in there loves and involved in all there actions especially if they live under your rooftop!!! Don’t let your children kill innocent people and children!!! Stop just going through the motions and raise the children with morals and principles so they know right from wrong!! Send them into the world as good people so that the world doesn’t have to suffer their evil!! Sup it before it leaves the doors, it all starts at home!!! DO NOT ABUSE THEM IN ANY WAY and DO NOT EXPOSE them to negativity!! Explain what the negatives can lead to in their lives! Show them how remaining positive and with your support, no matter what they’ll over come!!</td>\n",
       "      <td>{'neg': 0.166, 'neu': 0.687, 'pos': 0.147, 'compound': -0.7743}</td>\n",
       "      <td>-0.7743</td>\n",
       "      <td>negative</td>\n",
       "      <td>my heart goes families innocent lives lost tragedy may god take up  parents families read over… actually parent your children properly  be loves involved actions especially live rooftop  don t let children kill innocent people children  stop going motions raise children morals principles know right wrong  send world good people world doesn t suffer evil  sup leaves doors  starts home  do not abuse them in any way do not expose negativity  explain negatives lead lives  show remaining positive support  matter they ll come</td>\n",
       "      <td>{'neg': 0.212, 'neu': 0.543, 'pos': 0.245, 'compound': -0.048}</td>\n",
       "      <td>-0.0480</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Stella</th>\n",
       "      <td>Awww so sad! \\nI can’t imagine what some children and parents are going through</td>\n",
       "      <td>{'neg': 0.235, 'neu': 0.765, 'pos': 0.0, 'compound': -0.5697}</td>\n",
       "      <td>-0.5697</td>\n",
       "      <td>negative</td>\n",
       "      <td>awww sad  i can t imagine children parents going</td>\n",
       "      <td>{'neg': 0.341, 'neu': 0.659, 'pos': 0.0, 'compound': -0.4767}</td>\n",
       "      <td>-0.4767</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nyx Quake</th>\n",
       "      <td>We can give hundreds of condolences and messages saying \"R.I.P\" but let's face it, this will happen again. This will keep happening. I'm just at a loss for words. It seems like everyone is so desensitized because we forget about it in a few days and only come back to pay attention to issues of gun violence when they happen again like a spectacle. These are children. No child should ever have to see their dead friends and teachers with blood everywhere, let alone be hit with bullets. Those kids were in so much pain. How much can they handle? Little bodies hit with bullets. What are the families thinking? It was just another school day and you should expect to see your baby again safe and sound. I don't even know what to do anymore. How many petitions and pleas for lawmakers have to be signed before this stops? Because it sure as hell doesn't happen in other countries. There's something missing here.</td>\n",
       "      <td>{'neg': 0.214, 'neu': 0.701, 'pos': 0.086, 'compound': -0.9802}</td>\n",
       "      <td>-0.9802</td>\n",
       "      <td>negative</td>\n",
       "      <td>we give hundreds condolences messages saying  r i p  let s face it  happen again  this keep happening  i m loss words  it seems like everyone desensitized forget days come back pay attention issues gun violence happen like spectacle  these children  no child ever see dead friends teachers blood everywhere  let alone hit bullets  those kids much pain  how much handle  little bodies hit bullets  what families thinking  it another school day expect see baby safe sound  i even know anymore  how many petitions pleas lawmakers signed stops  because sure hell happen countries  there s something missing here</td>\n",
       "      <td>{'neg': 0.272, 'neu': 0.616, 'pos': 0.112, 'compound': -0.9517}</td>\n",
       "      <td>-0.9517</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Christian Delgado</th>\n",
       "      <td>I can’t believe this monsters mom tried to say “ don’t come at him he did it for a reason “. You do not kill your own family member AND CHILDREN ALONGSIDE INNOCENT TEACHERS. There is NO excuse for that.</td>\n",
       "      <td>{'neg': 0.067, 'neu': 0.748, 'pos': 0.185, 'compound': 0.6414}</td>\n",
       "      <td>0.6414</td>\n",
       "      <td>positive</td>\n",
       "      <td>i can t believe monsters mom tried say “ don t come reason “  you kill family member and children alongside innocent teachers  there no excuse that</td>\n",
       "      <td>{'neg': 0.241, 'neu': 0.629, 'pos': 0.129, 'compound': -0.6369}</td>\n",
       "      <td>-0.6369</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sedona Van Kirk</th>\n",
       "      <td>It’s pretty insane to me that these kids can go on tv and say how they thought he was weird but not report anything to school officials. When we’ve seen this too many times in the past to not know how strange school shooters have acted in the past. This could of been avoided.</td>\n",
       "      <td>{'neg': 0.106, 'neu': 0.826, 'pos': 0.067, 'compound': -0.3208}</td>\n",
       "      <td>-0.3208</td>\n",
       "      <td>negative</td>\n",
       "      <td>it s pretty insane kids go tv say thought weird report anything school officials  when we ve seen many times past know strange school shooters acted past  this could avoided</td>\n",
       "      <td>{'neg': 0.24, 'neu': 0.67, 'pos': 0.089, 'compound': -0.5267}</td>\n",
       "      <td>-0.5267</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Marian Keller</th>\n",
       "      <td>Its amazing how everyone knows something but no one says a word until after the fact...and it wasn't just the authorities who failed to speak up..this tragedy should never have happened ..I can't imagine the horror and grief suffered by everyone in the Texas town and grade  school...my heart goes out to them\\n.</td>\n",
       "      <td>{'neg': 0.299, 'neu': 0.614, 'pos': 0.087, 'compound': -0.9556}</td>\n",
       "      <td>-0.9556</td>\n",
       "      <td>negative</td>\n",
       "      <td>its amazing everyone knows something one says word fact and authorities failed speak up this tragedy never happened  i can t imagine horror grief suffered everyone texas town grade school my heart goes</td>\n",
       "      <td>{'neg': 0.393, 'neu': 0.527, 'pos': 0.08, 'compound': -0.9418}</td>\n",
       "      <td>-0.9418</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NIKKI ENCINIAS</th>\n",
       "      <td>Heartbreaking! Praying for all the families</td>\n",
       "      <td>{'neg': 0.336, 'neu': 0.408, 'pos': 0.255, 'compound': -0.2003}</td>\n",
       "      <td>-0.2003</td>\n",
       "      <td>negative</td>\n",
       "      <td>heartbreaking  praying families</td>\n",
       "      <td>{'neg': 0.462, 'neu': 0.154, 'pos': 0.385, 'compound': -0.128}</td>\n",
       "      <td>-0.1280</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PhoenixFireFly Gaming</th>\n",
       "      <td>If I was one of those parents I would have wanted to look him in the eyes as they put the needle in him and watch the life drain from his eyes as he took his last breath. I hope these parents will make it through the hell this lunatic has thrusted them into. I have my own kids and I can't imagine what their going through. I can understand it but only someone whos been through it as well can truly understand what these poor parents are dealing with.</td>\n",
       "      <td>{'neg': 0.097, 'neu': 0.814, 'pos': 0.088, 'compound': -0.2204}</td>\n",
       "      <td>-0.2204</td>\n",
       "      <td>negative</td>\n",
       "      <td>if i one parents i would wanted look eyes put needle watch life drain eyes took last breath  i hope parents make hell lunatic thrusted into  i kids i can t imagine going through  i understand someone whos well truly understand poor parents dealing with</td>\n",
       "      <td>{'neg': 0.215, 'neu': 0.63, 'pos': 0.156, 'compound': -0.6124}</td>\n",
       "      <td>-0.6124</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rain Phoenix</th>\n",
       "      <td>I absolutely feel for everyone who was affected by this, but real quick. \\n\\nHow the hell did this kid afford these weapons?</td>\n",
       "      <td>{'neg': 0.391, 'neu': 0.609, 'pos': 0.0, 'compound': -0.9109}</td>\n",
       "      <td>-0.9109</td>\n",
       "      <td>negative</td>\n",
       "      <td>i absolutely feel everyone affected this  real quick  how hell kid afford weapons</td>\n",
       "      <td>{'neg': 0.51, 'neu': 0.49, 'pos': 0.0, 'compound': -0.8542}</td>\n",
       "      <td>-0.8542</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>James Sherwood</th>\n",
       "      <td>How did this kid even get the money to buy the weapons, ammo, and magazines to do this? We are talking some where between $2K and $3K between for all of it. And he had no license to drive? He didn’t ride the bus with all of that. Something doesn’t add up. Someone helped him get that stuff.</td>\n",
       "      <td>{'neg': 0.089, 'neu': 0.911, 'pos': 0.0, 'compound': -0.6662}</td>\n",
       "      <td>-0.6662</td>\n",
       "      <td>negative</td>\n",
       "      <td>how kid even get money buy weapons  ammo  magazines this  we talking  k  k it  and license drive  he didn t ride bus that  something doesn t add up  someone helped get stuff</td>\n",
       "      <td>{'neg': 0.094, 'neu': 0.906, 'pos': 0.0, 'compound': -0.4404}</td>\n",
       "      <td>-0.4404</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nancy Chamberlin</th>\n",
       "      <td>How does someone get so twisted? Everyone in his life failed him. I guarantee that. Unfortunately innocent children paid for his family’s neglect. I don’t know how the parents of these children will come to terms with the anger they must feel. Heartbreaking.</td>\n",
       "      <td>{'neg': 0.286, 'neu': 0.632, 'pos': 0.082, 'compound': -0.9001}</td>\n",
       "      <td>-0.9001</td>\n",
       "      <td>negative</td>\n",
       "      <td>how someone get twisted  everyone life failed him  i guarantee that  unfortunately innocent children paid family s neglect  i don t know parents children come terms anger must feel  heartbreaking</td>\n",
       "      <td>{'neg': 0.397, 'neu': 0.49, 'pos': 0.113, 'compound': -0.9001}</td>\n",
       "      <td>-0.9001</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michelle 967</th>\n",
       "      <td>It seems there are always warning signs and red flags but yet nobody does anything!!  Here we are again amidst another senseless tragedy.  My heart breaks for these families 😢</td>\n",
       "      <td>{'neg': 0.237, 'neu': 0.763, 'pos': 0.0, 'compound': -0.855}</td>\n",
       "      <td>-0.8550</td>\n",
       "      <td>negative</td>\n",
       "      <td>it seems always warning signs red flags yet nobody anything  here amidst another senseless tragedy  my heart breaks families</td>\n",
       "      <td>{'neg': 0.286, 'neu': 0.714, 'pos': 0.0, 'compound': -0.7783}</td>\n",
       "      <td>-0.7783</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>spoiler king</th>\n",
       "      <td>I really hard to believe how these bastards manage to live freely around us. 😑 Someone really needs to find such people around us..</td>\n",
       "      <td>{'neg': 0.206, 'neu': 0.689, 'pos': 0.105, 'compound': -0.4201}</td>\n",
       "      <td>-0.4201</td>\n",
       "      <td>negative</td>\n",
       "      <td>i really hard believe bastards manage live freely around us   someone really needs find people around us</td>\n",
       "      <td>{'neg': 0.273, 'neu': 0.595, 'pos': 0.133, 'compound': -0.469}</td>\n",
       "      <td>-0.4690</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SisterInChrist</th>\n",
       "      <td>If that monster was sending out so many disturbing images and messages somebody should have reported it</td>\n",
       "      <td>{'neg': 0.183, 'neu': 0.817, 'pos': 0.0, 'compound': -0.5542}</td>\n",
       "      <td>-0.5542</td>\n",
       "      <td>negative</td>\n",
       "      <td>if monster sending many disturbing images messages somebody reported</td>\n",
       "      <td>{'neg': 0.292, 'neu': 0.708, 'pos': 0.0, 'compound': -0.5106}</td>\n",
       "      <td>-0.5106</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maria Niro</th>\n",
       "      <td>This was a highly disturbed individual. We should be questioning what made him behave so sociopathic and we should seek how to prevent this happening to other individuals so that they don't harm themselves and others. Simply banning guns or making them more difficult to obtain is -sadly- not enough.</td>\n",
       "      <td>{'neg': 0.129, 'neu': 0.799, 'pos': 0.072, 'compound': -0.4829}</td>\n",
       "      <td>-0.4829</td>\n",
       "      <td>negative</td>\n",
       "      <td>this highly disturbed individual  we questioning made behave sociopathic seek prevent happening individuals harm others  simply banning guns making difficult obtain  sadly  enough</td>\n",
       "      <td>{'neg': 0.42, 'neu': 0.545, 'pos': 0.035, 'compound': -0.8999}</td>\n",
       "      <td>-0.8999</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tiffsaver</th>\n",
       "      <td>I am 75-years old.  I have been a legal gun owner for most of my life.  But regardless of my stance on gun ownership, my heart is broken over this incident.  Trust me, there is no gun owner I know that hasn't felt the pain of this tragedy, only a heartless psychopath wouldn't.  *But the major question we should all be addressing is, will making gun ownership more difficult or even impossible actually stop the shootings??  I think everyone knows that the answer to that is, NO.*  There are already so many guns in the streets and homes of America that it's far too late for that, and even through normal people will use them responsibly, the lawless and the mentally ill will always have easy access to them, for there are far more guns that are illegal and unregistered than those that are legal and registered.  So here are a few of my thoughts on violence in American in general.\\n\\n*First, I think there should be a complete media blackout on any story promoting mass murders by anyone, for any reason.*  \\nAnyone who has ever heard the term, \"Copy cat killer\" knows exactly that I'm talking about.  If you noticed, after all of these school shootings, the body count only goes UP, never DOWN.  This is a direct result of publicizing these killings so heavily in the mass media that other young people with access to firearms will immediately want to kill more kids than the PREVIOUS shooter did.  This is the mindset of this kind of killer, regardless of reason, age, or situation.  Although this may sound like a radical request, I believe that by continually saturating the air waves with these kinds of stories, they will most certainly increase.  This is simply not suitable viewing for children.  I find that using gun violence to promote POLITICAL AGENDAS is even more distasteful.  But in the long term, we are ALL guilty of promoting this kind of extreme violence, and here's why.\\n\\nHave you ever seen a typical movie poster?  I bet you'll see a picture of a macho man with a BIG GUN in one hand, and probably a sexy young girl in the other.  Even in today's video games designed for young children — the favorite of prepubescent boys everywhere — they nearly ALWAYS feature warfare and extreme violence, and the more people you kill, the more points you get.  So the fact is, our entire society is so entirely steeped in murder and violence that it is beyond the pale.  Even watching a normally happy Academy Awards show can be permanently turned into a physically violent free-for-all for billions of people all over the world to see.  *These murders unfortunately go far beyond simple mental illness, or the isolated mental issues of an unhappy teen,* but instill in young people's minds the belief that guns, and worse still, the belief that using overt violence is the solution to today's problems.</td>\n",
       "      <td>{'neg': 0.259, 'neu': 0.645, 'pos': 0.095, 'compound': -0.999}</td>\n",
       "      <td>-0.9990</td>\n",
       "      <td>negative</td>\n",
       "      <td>i  years old  i legal gun owner life  but regardless stance gun ownership  heart broken incident  trust me  gun owner i know felt pain tragedy  heartless psychopath wouldn t   but major question addressing is  making gun ownership difficult even impossible actually stop shootings  i think everyone knows answer is  no  there already many guns streets homes america far late that  even normal people use responsibly  lawless mentally ill always easy access them  far guns illegal unregistered legal registered  so thoughts violence american general   first  i think complete media blackout story promoting mass murders anyone  reason  anyone ever heard term   copy cat killer  knows exactly i m talking about  if noticed  school shootings  body count goes up  never down  this direct result publicizing killings heavily mass media young people access firearms immediately want kill kids previous shooter did  this mindset kind killer  regardless reason  age  situation  although may sound like radical request  i believe continually saturating air waves kinds stories  certainly increase  this simply suitable viewing children  i find using gun violence promote political agendas even distasteful  but long term  all guilty promoting kind extreme violence  here s why  have ever seen typical movie poster  i bet see picture macho man big gun one hand  probably sexy young girl other  even today s video games designed young children — favorite prepubescent boys everywhere — nearly always feature warfare extreme violence  people kill  points get  so fact is  entire society entirely steeped murder violence beyond pale  even watching normally happy academy awards show permanently turned physically violent free for all billions people world see   these murders unfortunately go far beyond simple mental illness  isolated mental issues unhappy teen  instill young people s minds belief guns  worse still  belief using overt violence solution today s problems</td>\n",
       "      <td>{'neg': 0.374, 'neu': 0.473, 'pos': 0.153, 'compound': -0.9989}</td>\n",
       "      <td>-0.9989</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>𝙻𝚎𝚜𝚕𝚒𝚎 𝙷𝚊𝚝𝚕𝚎𝚢</th>\n",
       "      <td>my condolences I’m so so sorry this has happened this is heartbreaking</td>\n",
       "      <td>{'neg': 0.337, 'neu': 0.663, 'pos': 0.0, 'compound': -0.6236}</td>\n",
       "      <td>-0.6236</td>\n",
       "      <td>negative</td>\n",
       "      <td>condolences i m sorry happened heartbreaking</td>\n",
       "      <td>{'neg': 0.683, 'neu': 0.317, 'pos': 0.0, 'compound': -0.5106}</td>\n",
       "      <td>-0.5106</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dianne Sanders</th>\n",
       "      <td>I can’t believe his mother was on tv asking for people to forgive him. Disgusting!</td>\n",
       "      <td>{'neg': 0.208, 'neu': 0.674, 'pos': 0.118, 'compound': -0.3802}</td>\n",
       "      <td>-0.3802</td>\n",
       "      <td>negative</td>\n",
       "      <td>i can t believe mother tv asking people forgive him  disgusting</td>\n",
       "      <td>{'neg': 0.272, 'neu': 0.56, 'pos': 0.168, 'compound': -0.3182}</td>\n",
       "      <td>-0.3182</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>opzz xsin</th>\n",
       "      <td>This is so sad, he has destroyed a lot of families lives in all kinds of ways smh he got an easy way out but they had to do what they had to. Prayers to the affected families</td>\n",
       "      <td>{'neg': 0.194, 'neu': 0.76, 'pos': 0.046, 'compound': -0.6364}</td>\n",
       "      <td>-0.6364</td>\n",
       "      <td>negative</td>\n",
       "      <td>this sad  destroyed lot families lives kinds ways smh got easy way to  prayers affected families</td>\n",
       "      <td>{'neg': 0.423, 'neu': 0.456, 'pos': 0.12, 'compound': -0.743}</td>\n",
       "      <td>-0.7430</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>spoiler king</th>\n",
       "      <td>I really hard to believe how these bastards manage to live freely around us. 😑 Someone really needs to find such people around us..</td>\n",
       "      <td>{'neg': 0.206, 'neu': 0.689, 'pos': 0.105, 'compound': -0.4201}</td>\n",
       "      <td>-0.4201</td>\n",
       "      <td>negative</td>\n",
       "      <td>i really hard believe bastards manage live freely around us   someone really needs find people around us</td>\n",
       "      <td>{'neg': 0.273, 'neu': 0.595, 'pos': 0.133, 'compound': -0.469}</td>\n",
       "      <td>-0.4690</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connie Parker</th>\n",
       "      <td>I have no words from my broken heart for the parent, Grandparents,</td>\n",
       "      <td>{'neg': 0.371, 'neu': 0.629, 'pos': 0.0, 'compound': -0.6486}</td>\n",
       "      <td>-0.6486</td>\n",
       "      <td>negative</td>\n",
       "      <td>i words broken heart parent  grandparents</td>\n",
       "      <td>{'neg': 0.437, 'neu': 0.563, 'pos': 0.0, 'compound': -0.4767}</td>\n",
       "      <td>-0.4767</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gaming IO</th>\n",
       "      <td>How could this happen? The same way as always. Everyone ignores all the signs and his care takers don’t have a freakin clue what’s happening with him. This is a perfect example of neglect, ignorance, apathy, and being naive. This is how it happened.</td>\n",
       "      <td>{'neg': 0.221, 'neu': 0.651, 'pos': 0.128, 'compound': -0.4588}</td>\n",
       "      <td>-0.4588</td>\n",
       "      <td>negative</td>\n",
       "      <td>how could happen  the way always  everyone ignores signs care takers don t freakin clue what s happening him  this perfect example neglect  ignorance  apathy  naive  this happened</td>\n",
       "      <td>{'neg': 0.309, 'neu': 0.494, 'pos': 0.197, 'compound': -0.3237}</td>\n",
       "      <td>-0.3237</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rob MacKay</th>\n",
       "      <td>The important question won't be asked: Was this kid prescribed antidepressants, antipsychotics or other SSRI type drugs ?\\n\\nHave you stopped to ask if the shooter was on mental health medication, was he being treated for ADHD,  depression or psychotic behavior and if so what drugs was he on and where is his therapist ? Drugs like Xanas and Ritlin have proven suicidal and  murderous ideation side effects proven in court in liability cases. \\n\\nWhat has changed to make this happen: we drugged an entire generation with drugs that most of Europe has ruled are destructive and illegal to give to children under 18.</td>\n",
       "      <td>{'neg': 0.198, 'neu': 0.766, 'pos': 0.035, 'compound': -0.9673}</td>\n",
       "      <td>-0.9673</td>\n",
       "      <td>negative</td>\n",
       "      <td>the important question asked  was kid prescribed antidepressants  antipsychotics ssri type drugs   have stopped ask shooter mental health medication  treated adhd  depression psychotic behavior drugs therapist   drugs like xanas ritlin proven suicidal murderous ideation side effects proven court liability cases  what changed make happen  drugged entire generation drugs europe ruled destructive illegal give children</td>\n",
       "      <td>{'neg': 0.325, 'neu': 0.616, 'pos': 0.059, 'compound': -0.9657}</td>\n",
       "      <td>-0.9657</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Thabiso Khumalo</th>\n",
       "      <td>My heart breaks for the parents and families of the people that lost their lives. My heart goes out to the children that had to see their fellow classmates die in front of them,that's a trauma those kids are gonna have to leave with. Sending love,hugs and prayers to the family members. This world is truly a sick and evil place. Rip to all the victims 🙏 🕊🕯</td>\n",
       "      <td>{'neg': 0.252, 'neu': 0.712, 'pos': 0.036, 'compound': -0.946}</td>\n",
       "      <td>-0.9460</td>\n",
       "      <td>negative</td>\n",
       "      <td>my heart breaks parents families people lost lives  my heart goes children see fellow classmates die front them that s trauma kids gonna leave with  sending love hugs prayers family members  this world truly sick evil place  rip victims</td>\n",
       "      <td>{'neg': 0.345, 'neu': 0.479, 'pos': 0.176, 'compound': -0.836}</td>\n",
       "      <td>-0.8360</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>xxShellyBeanxx</th>\n",
       "      <td>How the hell was he even being able to enter the school with a gun? Why aren’t the doors locked from the outside for security reasons?</td>\n",
       "      <td>{'neg': 0.232, 'neu': 0.693, 'pos': 0.076, 'compound': -0.7149}</td>\n",
       "      <td>-0.7149</td>\n",
       "      <td>negative</td>\n",
       "      <td>how hell even able enter school gun  why aren t doors locked outside security reasons</td>\n",
       "      <td>{'neg': 0.343, 'neu': 0.539, 'pos': 0.118, 'compound': -0.6808}</td>\n",
       "      <td>-0.6808</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Askingoldman</th>\n",
       "      <td>Sad but true. Won’t be the last. Tragedies don’t get laws change. We live in a country where all lives don’t matter.</td>\n",
       "      <td>{'neg': 0.213, 'neu': 0.613, 'pos': 0.175, 'compound': -0.2617}</td>\n",
       "      <td>-0.2617</td>\n",
       "      <td>negative</td>\n",
       "      <td>sad true  won t last  tragedies don t get laws change  we live country lives don t matter</td>\n",
       "      <td>{'neg': 0.254, 'neu': 0.424, 'pos': 0.322, 'compound': 0.1531}</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>M'sheArt2</th>\n",
       "      <td>Metal detectors would of stopped this, not spying on elementary students fb and twitter accounts.\\nApparently public school’s children in the United States are not as precious as federal buildings and their employees. Condolences to all the families who suffered this senseless murder, this and for all the family who have been through the same for the last 30 yrs.</td>\n",
       "      <td>{'neg': 0.181, 'neu': 0.779, 'pos': 0.04, 'compound': -0.8749}</td>\n",
       "      <td>-0.8749</td>\n",
       "      <td>negative</td>\n",
       "      <td>metal detectors would stopped this  spying elementary students fb twitter accounts  apparently public school s children united states precious federal buildings employees  condolences families suffered senseless murder  family last  yrs</td>\n",
       "      <td>{'neg': 0.243, 'neu': 0.596, 'pos': 0.161, 'compound': -0.5106}</td>\n",
       "      <td>-0.5106</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mary dominquez</th>\n",
       "      <td>I cant imagine how frustrating it was for the parents trying to get their children ,The main guy who was giving orders to police who be held responsible for all the deaths and put in prison, and why were police who had children going to that school and went in and got their kids should not have been allowed to get their kids so they could feel what the parents were feeling my heart breaks for the children parents and families and anyone who was affected by the tragedy  💔😪🙏🙏🙏</td>\n",
       "      <td>{'neg': 0.093, 'neu': 0.821, 'pos': 0.086, 'compound': -0.4007}</td>\n",
       "      <td>-0.4007</td>\n",
       "      <td>negative</td>\n",
       "      <td>i cant imagine frustrating parents trying get children  the main guy giving orders police held responsible deaths put prison  police children going school went got kids allowed get kids could feel parents feeling heart breaks children parents families anyone affected tragedy</td>\n",
       "      <td>{'neg': 0.183, 'neu': 0.648, 'pos': 0.169, 'compound': -0.4007}</td>\n",
       "      <td>-0.4007</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Emmanuel Gilmore</th>\n",
       "      <td>My condolences goes out to all the family members who lost their loved one and this terrible senseless act of evil violence</td>\n",
       "      <td>{'neg': 0.408, 'neu': 0.481, 'pos': 0.11, 'compound': -0.8891}</td>\n",
       "      <td>-0.8891</td>\n",
       "      <td>negative</td>\n",
       "      <td>my condolences goes family members lost loved one terrible senseless act evil violence</td>\n",
       "      <td>{'neg': 0.539, 'neu': 0.31, 'pos': 0.151, 'compound': -0.875}</td>\n",
       "      <td>-0.8750</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Lynda Fall</th>\n",
       "      <td>\"wait till tomorrow\" yet none of those teens reported him? Such stupidity. This could have been prevented but many!</td>\n",
       "      <td>{'neg': 0.11, 'neu': 0.838, 'pos': 0.052, 'compound': -0.2942}</td>\n",
       "      <td>-0.2942</td>\n",
       "      <td>negative</td>\n",
       "      <td>wait till tomorrow  yet none teens reported him  such stupidity  this could prevented many</td>\n",
       "      <td>{'neg': 0.181, 'neu': 0.75, 'pos': 0.069, 'compound': -0.4215}</td>\n",
       "      <td>-0.4215</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vini Vini</th>\n",
       "      <td>When lives are taken away because of the stupidity illogical reasons of a crazy person, my heart aches. What did he get out of doing all this? He should be punished.</td>\n",
       "      <td>{'neg': 0.284, 'neu': 0.716, 'pos': 0.0, 'compound': -0.8519}</td>\n",
       "      <td>-0.8519</td>\n",
       "      <td>negative</td>\n",
       "      <td>when lives taken away stupidity illogical reasons crazy person  heart aches  what get this  he punished</td>\n",
       "      <td>{'neg': 0.462, 'neu': 0.538, 'pos': 0.0, 'compound': -0.8519}</td>\n",
       "      <td>-0.8519</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Jacob</th>\n",
       "      <td>Truly tragic and evil. May God be with those families that lost a loved one.🙏🏼🙏🏼😔</td>\n",
       "      <td>{'neg': 0.365, 'neu': 0.301, 'pos': 0.335, 'compound': -0.2023}</td>\n",
       "      <td>-0.2023</td>\n",
       "      <td>negative</td>\n",
       "      <td>truly tragic evil  may god families lost loved one</td>\n",
       "      <td>{'neg': 0.449, 'neu': 0.139, 'pos': 0.412, 'compound': -0.2023}</td>\n",
       "      <td>-0.2023</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sean T</th>\n",
       "      <td>I am so sorry to learn that this happened! I can’t believe someone would do this regardless of what their situation is! Pray for the victims families! 🙏🏽</td>\n",
       "      <td>{'neg': 0.159, 'neu': 0.765, 'pos': 0.076, 'compound': -0.3546}</td>\n",
       "      <td>-0.3546</td>\n",
       "      <td>negative</td>\n",
       "      <td>i sorry learn happened  i can t believe someone would regardless situation is  pray victims families</td>\n",
       "      <td>{'neg': 0.226, 'neu': 0.629, 'pos': 0.145, 'compound': -0.0772}</td>\n",
       "      <td>-0.0772</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sega Girl Adventures</th>\n",
       "      <td>Watching! I cant believe the cops didnt run in asap when they got there! I wish they had something thats bullet proof to put infront of them when entering not sure if that exists but i would be so angry  if police didnt run in :\"( the horror those children went thru. I cant imagine the heartache these families are going thru i have kids and i have been crying Watching this :\"( i feel sooo sad for these families:\"(</td>\n",
       "      <td>{'neg': 0.236, 'neu': 0.743, 'pos': 0.021, 'compound': -0.9699}</td>\n",
       "      <td>-0.9699</td>\n",
       "      <td>negative</td>\n",
       "      <td>watching  i cant believe cops didnt run asap got there  i wish something thats bullet proof put infront entering sure exists would angry police didnt run   horror children went thru  i cant imagine heartache families going thru kids crying watching   feel sooo sad families</td>\n",
       "      <td>{'neg': 0.181, 'neu': 0.667, 'pos': 0.152, 'compound': -0.3616}</td>\n",
       "      <td>-0.3616</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Warren Wilson Batista</th>\n",
       "      <td>No one can stop a hurting man\\n.in spreading his pain always remember that</td>\n",
       "      <td>{'neg': 0.536, 'neu': 0.464, 'pos': 0.0, 'compound': -0.8555}</td>\n",
       "      <td>-0.8555</td>\n",
       "      <td>negative</td>\n",
       "      <td>no one stop hurting man  in spreading pain always remember</td>\n",
       "      <td>{'neg': 0.634, 'neu': 0.366, 'pos': 0.0, 'compound': -0.8555}</td>\n",
       "      <td>-0.8555</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Christopher Hall</th>\n",
       "      <td>this is a problem and can never happen again security definitely has to be upped in the school system this situation should not have never happened praying for the families this is so unfortunate</td>\n",
       "      <td>{'neg': 0.259, 'neu': 0.676, 'pos': 0.065, 'compound': -0.7913}</td>\n",
       "      <td>-0.7913</td>\n",
       "      <td>negative</td>\n",
       "      <td>problem never happen security definitely upped school system situation never happened praying families unfortunate</td>\n",
       "      <td>{'neg': 0.574, 'neu': 0.426, 'pos': 0.0, 'compound': -0.878}</td>\n",
       "      <td>-0.8780</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>obi wan</th>\n",
       "      <td>\"Sometimes someone is raised evil but sometimes people are born evil\"</td>\n",
       "      <td>{'neg': 0.494, 'neu': 0.506, 'pos': 0.0, 'compound': -0.8689}</td>\n",
       "      <td>-0.8689</td>\n",
       "      <td>negative</td>\n",
       "      <td>sometimes someone raised evil sometimes people born evil</td>\n",
       "      <td>{'neg': 0.595, 'neu': 0.405, 'pos': 0.0, 'compound': -0.8689}</td>\n",
       "      <td>-0.8689</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>GG Rene</th>\n",
       "      <td>I was on a plan about 2 years post-911 and a young man, probably 18, I was about 35 at the time, was sitting next to me with a pen clutched in his fist. His knuckles were white. This went on for a while and made me nervous especially since he was being anti-social and \"strange.\" I eventually went to a flight attendant to tell her what I was observing and she just looked at me like I was freaking nuts and \"how dare you bother me.\" Well, these guy never stabbed anyone or hurt anyone but someone else complained about him also. Finally, at baggage claim, this person finally had an outburst screaming and flailing his arms like a lunatic. I was right - there was something wrong with this person. Security escorted him away. My point is that I told the flight attendants about him and they did nothing and just blew me off. No one gives a crap about warnings. What's the point of even trying to be proactive when no one cares?</td>\n",
       "      <td>{'neg': 0.185, 'neu': 0.717, 'pos': 0.098, 'compound': -0.9446}</td>\n",
       "      <td>-0.9446</td>\n",
       "      <td>negative</td>\n",
       "      <td>i plan  years post  young man  probably   i  time  sitting next pen clutched fist  his knuckles white  this went made nervous especially since anti social  strange  i eventually went flight attendant tell i observing looked like i freaking nuts  how dare bother me  well  guy never stabbed anyone hurt anyone someone else complained also  finally  baggage claim  person finally outburst screaming flailing arms like lunatic  i right   something wrong person  security escorted away  my point i told flight attendants nothing blew off  no one gives crap warnings  what s point even trying proactive one cares</td>\n",
       "      <td>{'neg': 0.256, 'neu': 0.556, 'pos': 0.188, 'compound': -0.7911}</td>\n",
       "      <td>-0.7911</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>True Stories</th>\n",
       "      <td>I’m sorry no words can ease the pain that these parents/families are going through. So heartbreaking and terribly sad by this. Prayers to everyone. ❤️</td>\n",
       "      <td>{'neg': 0.454, 'neu': 0.479, 'pos': 0.067, 'compound': -0.9268}</td>\n",
       "      <td>-0.9268</td>\n",
       "      <td>negative</td>\n",
       "      <td>i m sorry words ease pain parents families going through  so heartbreaking terribly sad this  prayers everyone</td>\n",
       "      <td>{'neg': 0.577, 'neu': 0.331, 'pos': 0.092, 'compound': -0.9218}</td>\n",
       "      <td>-0.9218</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jacobmc2145 🇺🇦</th>\n",
       "      <td>RIP to all the kids who list their lives. and screw those cops who waited 1 hour to go in. as a cop your job is to run into danger not wait outside of it. if you sign up to be a cop you are saying that you are willing to risk your life but those cops did the opposite.</td>\n",
       "      <td>{'neg': 0.084, 'neu': 0.916, 'pos': 0.0, 'compound': -0.4497}</td>\n",
       "      <td>-0.4497</td>\n",
       "      <td>negative</td>\n",
       "      <td>rip kids list lives  screw cops waited  hour go in  cop job run danger wait outside it  sign cop saying willing risk life cops opposite</td>\n",
       "      <td>{'neg': 0.239, 'neu': 0.761, 'pos': 0.0, 'compound': -0.7096}</td>\n",
       "      <td>-0.7096</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connie Parker</th>\n",
       "      <td>These were just babies, I am so heart broken, many prayers for their parent and families</td>\n",
       "      <td>{'neg': 0.194, 'neu': 0.806, 'pos': 0.0, 'compound': -0.5233}</td>\n",
       "      <td>-0.5233</td>\n",
       "      <td>negative</td>\n",
       "      <td>these babies  i heart broken  many prayers parent families</td>\n",
       "      <td>{'neg': 0.307, 'neu': 0.693, 'pos': 0.0, 'compound': -0.4767}</td>\n",
       "      <td>-0.4767</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dr. Pretty</th>\n",
       "      <td>Is this what a developed country is ?\\nHeartbreaking 💔</td>\n",
       "      <td>{'neg': 0.333, 'neu': 0.667, 'pos': 0.0, 'compound': -0.4588}</td>\n",
       "      <td>-0.4588</td>\n",
       "      <td>negative</td>\n",
       "      <td>is developed country   heartbreaking</td>\n",
       "      <td>{'neg': 0.5, 'neu': 0.5, 'pos': 0.0, 'compound': -0.4588}</td>\n",
       "      <td>-0.4588</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cualsy x</th>\n",
       "      <td>He looks like a young Richard Ramirez. \\nAlso, I’m confused on who was the felon who wasn’t supposed to own guns. Was it the killer or the dad? \\nThat’s such a weak and ineffectual law anyway.</td>\n",
       "      <td>{'neg': 0.271, 'neu': 0.671, 'pos': 0.058, 'compound': -0.8481}</td>\n",
       "      <td>-0.8481</td>\n",
       "      <td>negative</td>\n",
       "      <td>he looks like young richard ramirez  also  i m confused felon wasn t supposed guns  was killer dad  that s weak ineffectual law anyway</td>\n",
       "      <td>{'neg': 0.401, 'neu': 0.514, 'pos': 0.086, 'compound': -0.8481}</td>\n",
       "      <td>-0.8481</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ray Bazile</th>\n",
       "      <td>So sad... My heart and my prayers are with all the families and friends who are grieving. The individuals who failed to protect the victims as well as the officials who refuse to rein in the sale of weapons designed for combat are responsible. They might not be punished on this earth, but they will not be able to avoid accountability in front of the eternal throne. Why does the Republican party oppose guns reforms? They would feel otherwise if it was their children or grandchildren massacred needlessly. Remember Uvalde when you vote. The United States should look at Australia and the manner they dealt with guns and gun control. Australia has put the welfare of their citizens over profits and politics. It's time that we do the same to save innocent lives. Shame, shame, shame on us!</td>\n",
       "      <td>{'neg': 0.171, 'neu': 0.672, 'pos': 0.157, 'compound': -0.372}</td>\n",
       "      <td>-0.3720</td>\n",
       "      <td>negative</td>\n",
       "      <td>so sad  my heart prayers families friends grieving  the individuals failed protect victims well officials refuse rein sale weapons designed combat responsible  they might punished earth  able avoid accountability front eternal throne  why republican party oppose guns reforms  they would feel otherwise children grandchildren massacred needlessly  remember uvalde vote  the united states look australia manner dealt guns gun control  australia put welfare citizens profits politics  it s time save innocent lives  shame  shame  shame us</td>\n",
       "      <td>{'neg': 0.325, 'neu': 0.461, 'pos': 0.214, 'compound': -0.9117}</td>\n",
       "      <td>-0.9117</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Millie</th>\n",
       "      <td>I live in texas and this is heartbreaking.. those poor people</td>\n",
       "      <td>{'neg': 0.256, 'neu': 0.744, 'pos': 0.0, 'compound': -0.4767}</td>\n",
       "      <td>-0.4767</td>\n",
       "      <td>negative</td>\n",
       "      <td>i live texas heartbreaking  poor people</td>\n",
       "      <td>{'neg': 0.67, 'neu': 0.33, 'pos': 0.0, 'compound': -0.7269}</td>\n",
       "      <td>-0.7269</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mohammad Farran</th>\n",
       "      <td>The system is broken, it was made that way intentionally. Stop \"wondering\" for answers.</td>\n",
       "      <td>{'neg': 0.306, 'neu': 0.694, 'pos': 0.0, 'compound': -0.6486}</td>\n",
       "      <td>-0.6486</td>\n",
       "      <td>negative</td>\n",
       "      <td>the system broken  made way intentionally  stop  wondering  answers</td>\n",
       "      <td>{'neg': 0.431, 'neu': 0.569, 'pos': 0.0, 'compound': -0.6486}</td>\n",
       "      <td>-0.6486</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Faras Khan</th>\n",
       "      <td>I lost my 19 year old in Feb 2022 and I am so sad I can not imagine what this will do to the parents and all. I am in more pain now then I was a day before. This is affecting me terribly!</td>\n",
       "      <td>{'neg': 0.288, 'neu': 0.712, 'pos': 0.0, 'compound': -0.9297}</td>\n",
       "      <td>-0.9297</td>\n",
       "      <td>negative</td>\n",
       "      <td>i lost  year old feb  i sad i imagine parents all  i pain i day before  this affecting terribly</td>\n",
       "      <td>{'neg': 0.552, 'neu': 0.448, 'pos': 0.0, 'compound': -0.9062}</td>\n",
       "      <td>-0.9062</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Lou Lou Moon</th>\n",
       "      <td>The so called  \"Gunman\" was just a teen. That is the most concerning. Everytime the perpetrators are younger  people. We are all in this together and we all need to find solutions.</td>\n",
       "      <td>{'neg': 0.061, 'neu': 0.887, 'pos': 0.052, 'compound': -0.0772}</td>\n",
       "      <td>-0.0772</td>\n",
       "      <td>negative</td>\n",
       "      <td>the called  gunman  teen  that concerning  everytime perpetrators younger people  we together need find solutions</td>\n",
       "      <td>{'neg': 0.12, 'neu': 0.778, 'pos': 0.102, 'compound': -0.0772}</td>\n",
       "      <td>-0.0772</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>iggypopisgod9</th>\n",
       "      <td>colossal law enforcement failure on many fronts: an utter embarassment</td>\n",
       "      <td>{'neg': 0.268, 'neu': 0.732, 'pos': 0.0, 'compound': -0.5106}</td>\n",
       "      <td>-0.5106</td>\n",
       "      <td>negative</td>\n",
       "      <td>colossal law enforcement failure many fronts  utter embarassment</td>\n",
       "      <td>{'neg': 0.32, 'neu': 0.68, 'pos': 0.0, 'compound': -0.5106}</td>\n",
       "      <td>-0.5106</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Lori Skillman</th>\n",
       "      <td>Horrifying. I wish when people saw messages on social media they called the authorities. My heart aches for the families and the community.</td>\n",
       "      <td>{'neg': 0.208, 'neu': 0.693, 'pos': 0.099, 'compound': -0.4588}</td>\n",
       "      <td>-0.4588</td>\n",
       "      <td>negative</td>\n",
       "      <td>horrifying  i wish people saw messages social media called authorities  my heart aches families community</td>\n",
       "      <td>{'neg': 0.294, 'neu': 0.567, 'pos': 0.139, 'compound': -0.4588}</td>\n",
       "      <td>-0.4588</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dick Goesinya</th>\n",
       "      <td>I find it hard to believe an 18-year-old boy could walk into a gun store and buy a Daniel Defense A-R rifle. Those things are $2500.00 each! Without a job to pay for it, why wouldn't he have chosen a cheaper model A-R rifle? There are much cheaper guns on the market. What does the gun store where he purchased them say about this?</td>\n",
       "      <td>{'neg': 0.108, 'neu': 0.848, 'pos': 0.044, 'compound': -0.6194}</td>\n",
       "      <td>-0.6194</td>\n",
       "      <td>negative</td>\n",
       "      <td>i find hard believe  year old boy could walk gun store buy daniel defense a r rifle  those things   each  without job pay it  chosen cheaper model a r rifle  there much cheaper guns market  what gun store purchased say this</td>\n",
       "      <td>{'neg': 0.155, 'neu': 0.775, 'pos': 0.07, 'compound': -0.5274}</td>\n",
       "      <td>-0.5274</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Victorious Angel</th>\n",
       "      <td>Can you imagine  how devastating those parents felt going to pick up their children and cannot find them. My heartfelt sympathy for all the parents that lost their child. I felt your pain.</td>\n",
       "      <td>{'neg': 0.231, 'neu': 0.629, 'pos': 0.14, 'compound': -0.5994}</td>\n",
       "      <td>-0.5994</td>\n",
       "      <td>negative</td>\n",
       "      <td>can imagine devastating parents felt going pick children cannot find them  my heartfelt sympathy parents lost child  i felt pain</td>\n",
       "      <td>{'neg': 0.331, 'neu': 0.468, 'pos': 0.201, 'compound': -0.5994}</td>\n",
       "      <td>-0.5994</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Little Suzi86</th>\n",
       "      <td>Coward who didn’t care about anyone including his poor grandmother😪💙</td>\n",
       "      <td>{'neg': 0.374, 'neu': 0.429, 'pos': 0.196, 'compound': -0.4404}</td>\n",
       "      <td>-0.4404</td>\n",
       "      <td>negative</td>\n",
       "      <td>coward didn t care anyone including poor grandmother</td>\n",
       "      <td>{'neg': 0.459, 'neu': 0.301, 'pos': 0.241, 'compound': -0.4404}</td>\n",
       "      <td>-0.4404</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Beverly Winters</th>\n",
       "      <td>Absolutely we need to come together and respect humanity humanity and respect ourselves passing more gun laws will not end but end the violence although assault rifles should be banned from all resources That doesn't have to be in our society as it is today bit's today but if somebody is h*** bent for destruction it doesn't matter what laws you pass they're gonna figure out a way to get a gun illegally that's going on right at this very 2nd so so we need to find a way it defined a way for humanity to have respect for our human society regardless of color ethnicity Anything else desperately needesperately needed to have and be taught respect for human life and that is the only way</td>\n",
       "      <td>{'neg': 0.196, 'neu': 0.723, 'pos': 0.081, 'compound': -0.9607}</td>\n",
       "      <td>-0.9607</td>\n",
       "      <td>negative</td>\n",
       "      <td>absolutely need come together respect humanity humanity respect passing gun laws end end violence although assault rifles banned resources that society today bit s today somebody h  bent destruction matter laws pass they re gonna figure way get gun illegally that s going right nd need find way defined way humanity respect human society regardless color ethnicity anything else desperately needesperately needed taught respect human life way</td>\n",
       "      <td>{'neg': 0.251, 'neu': 0.594, 'pos': 0.154, 'compound': -0.8591}</td>\n",
       "      <td>-0.8591</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Line Danzer</th>\n",
       "      <td>This is so very tragic. My heart goes out to the families of the victims as I know they are experiencing pain that will never go away. My nephew was gunned down in 1985 and to this day my family is affected by that loss. My prayers go up for the families, loved ones, and classmates and fellow staff of these children and teachers.</td>\n",
       "      <td>{'neg': 0.177, 'neu': 0.771, 'pos': 0.053, 'compound': -0.8004}</td>\n",
       "      <td>-0.8004</td>\n",
       "      <td>negative</td>\n",
       "      <td>this tragic  my heart goes families victims i know experiencing pain never go away  my nephew gunned  day family affected loss  my prayers go families  loved ones  classmates fellow staff children teachers</td>\n",
       "      <td>{'neg': 0.302, 'neu': 0.604, 'pos': 0.094, 'compound': -0.765}</td>\n",
       "      <td>-0.7650</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bloop25</th>\n",
       "      <td>0:49 that blank stare smh someone should’ve known from the start he was crazy</td>\n",
       "      <td>{'neg': 0.281, 'neu': 0.719, 'pos': 0.0, 'compound': -0.5719}</td>\n",
       "      <td>-0.5719</td>\n",
       "      <td>negative</td>\n",
       "      <td>blank stare smh someone should ve known start crazy</td>\n",
       "      <td>{'neg': 0.402, 'neu': 0.598, 'pos': 0.0, 'compound': -0.5719}</td>\n",
       "      <td>-0.5719</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Luz Victoria Dulatas</th>\n",
       "      <td>Very sad. Cowardice and long hesitation and delay of police officers led to deaths of so many innocents. Policemen should have the character and training to neutralize a dangerous armed person.</td>\n",
       "      <td>{'neg': 0.285, 'neu': 0.653, 'pos': 0.062, 'compound': -0.8183}</td>\n",
       "      <td>-0.8183</td>\n",
       "      <td>negative</td>\n",
       "      <td>very sad  cowardice long hesitation delay police officers led deaths many innocents  policemen character training neutralize dangerous armed person</td>\n",
       "      <td>{'neg': 0.404, 'neu': 0.519, 'pos': 0.078, 'compound': -0.8313}</td>\n",
       "      <td>-0.8313</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Entrepreneur City</th>\n",
       "      <td>It's such a tragedy in anyway but it hits different when your own people want you dead. Evil is lurking at ridiculous rates but we took prayer out of schools and we are now heading down the road to our demise.</td>\n",
       "      <td>{'neg': 0.358, 'neu': 0.616, 'pos': 0.026, 'compound': -0.9652}</td>\n",
       "      <td>-0.9652</td>\n",
       "      <td>negative</td>\n",
       "      <td>it s tragedy anyway hits different people want dead  evil lurking ridiculous rates took prayer schools heading road demise</td>\n",
       "      <td>{'neg': 0.562, 'neu': 0.395, 'pos': 0.043, 'compound': -0.9501}</td>\n",
       "      <td>-0.9501</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Comments  \\\n",
       "DwayneStorm                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 My heart aches so much for those parents that brought their children to school but didn't get a chance to bring them home 😞   \n",
       "Matthew Hagner                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Turns out that no officer ever went in to the school. This whole situation is disgusting and my heart breaks for all who lost their lives and the families impacted   \n",
       "AGENTBOOOM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  It always amazes me how people don't disclose information about individuals odd behaviors or threats they make to innocent people until after a massacre like this happens.  People need to learn to speak up as this tragedy could've possibly be avoided.   \n",
       "Ingrid wynne                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                My heart goes out to the families of the murdered children and teachers. It's tragic, but America must address its gun laws   \n",
       "Ariel Perez                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             I can’t believe people would be willing to take the lives of innocent kids for no reason. I feel so bad for what the families are going through   \n",
       "Rob Flanagan           I have been following this story since it unfolded from the very beginning. I’m in my late forties, and a working professional from the Boston area. I don’t have kids, and this is the hardest thing for me to understand and make sense of it all. My heart goes out to the parents - single parents, dual parents that brought their children to school to drop them off for classes. I see the images as those young and innocent children cut down by a mad man, with yet another senseless tale of unnecessary violence & gunfire with automatic weapons. When is this going to end? Forget about whose to blame on the scene. From the police officers that immediately went into the building who the public finds out later was fabricated and not true, to the officer that is guarding both the main entrance of the school and walkway is now a ghost. While finger pointing continues, a quiet community is rocked and shaken by this senseless tragedy. When does this end. We as a society have a serious epidemic of senseless violence in America with these long barrel automatic weapons getting into the hands of minors, young teenagers, and those with mental health issues, and criminal records. President Biden, get off your ass and finally do something that no President has done before and end this madness. We need to end this by having Congress exact strict measures and laws implementing the banning of minors, teens, criminals from getting their hands on military assault weapons. There is absolutely no need for this. I don’t have to be a parent to be emotional and know that something needs to be done now. Stop finger pointing and blaming when the real problem is right in front of us all and needs to be addressed and finally stopped. End this epidemic now by stopping the root of the source. Even now as I rant, and venting my frustrations, another senseless act of violence just happened in Philadelphia where multiple gunmen opened fire into crowds of innocent citizens for no reason only to inflict mass casualties, violence, and chaos. We need to push our local selectmen, Mayors, Governors, Senators, and Congressmen and women across the United States to get involved now. President Biden & his Administration along with Congress and the House, all need to start communicating and finally working together to stop this unnecessary violence to finally stop be banning all military long barrel weapons from all, including minors, teenagers, those with criminal records. Our Government needs to make these laws priority to make it virtually impossible for civilians to purchase these weapons and any other handguns over the internet, gun shows, and on the street. We need to do our part now and make a difference do we can finally put a stop to this madness and end this once and for all so that innocent children and all citizens across the United States can feel safe and inclusive.   \n",
       "aswer huio                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             My heart hurts for these families my condolences to the families who lost precious children and their teachers 🙏   \n",
       "- madi -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       my heart goes out to the parents who took their kids to school but did not take them home </3\\n\\n\\n\\nRIP   \n",
       "Billy Moretz                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                My heart goes to the families there loss very terrible what happened unbelievable RIP 🌺🌸🌞🌻💐   \n",
       "Typhoonbladefist                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        He sounds like he was a psychopath. Animal abuse is a major red flag. There’s no magic pill or therapy to cure psychopathy. We really need to educate people about it and how to recognize the signs. The real question is what do we do with these people in our society? I feel bad for them.   \n",
       "Black Mamba                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Upbringing in a right way is the best gift we could give to a child. A child deserves ❤️, guidance, attention. If not given, these are the repercussions. \\nAlso a mental health person needs to be addressed, it is dangerous for the being around.\\nIts really disheartened to feel those parents suffering an infinite pain who have lost their kids, nothing in the world could fill their void.   \n",
       "I Rod                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                My heart goes out to the families of the innocent lives lost in the tragedy may GOD take them UP!! Parents and families who read this and all over….ACTUALLY PARENT YOUR CHILDREN PROPERLY!!! Be in there loves and involved in all there actions especially if they live under your rooftop!!! Don’t let your children kill innocent people and children!!! Stop just going through the motions and raise the children with morals and principles so they know right from wrong!! Send them into the world as good people so that the world doesn’t have to suffer their evil!! Sup it before it leaves the doors, it all starts at home!!! DO NOT ABUSE THEM IN ANY WAY and DO NOT EXPOSE them to negativity!! Explain what the negatives can lead to in their lives! Show them how remaining positive and with your support, no matter what they’ll over come!!   \n",
       "Stella                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Awww so sad! \\nI can’t imagine what some children and parents are going through   \n",
       "Nyx Quake                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               We can give hundreds of condolences and messages saying \"R.I.P\" but let's face it, this will happen again. This will keep happening. I'm just at a loss for words. It seems like everyone is so desensitized because we forget about it in a few days and only come back to pay attention to issues of gun violence when they happen again like a spectacle. These are children. No child should ever have to see their dead friends and teachers with blood everywhere, let alone be hit with bullets. Those kids were in so much pain. How much can they handle? Little bodies hit with bullets. What are the families thinking? It was just another school day and you should expect to see your baby again safe and sound. I don't even know what to do anymore. How many petitions and pleas for lawmakers have to be signed before this stops? Because it sure as hell doesn't happen in other countries. There's something missing here.   \n",
       "Christian Delgado                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            I can’t believe this monsters mom tried to say “ don’t come at him he did it for a reason “. You do not kill your own family member AND CHILDREN ALONGSIDE INNOCENT TEACHERS. There is NO excuse for that.   \n",
       "Sedona Van Kirk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    It’s pretty insane to me that these kids can go on tv and say how they thought he was weird but not report anything to school officials. When we’ve seen this too many times in the past to not know how strange school shooters have acted in the past. This could of been avoided.   \n",
       "Marian Keller                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Its amazing how everyone knows something but no one says a word until after the fact...and it wasn't just the authorities who failed to speak up..this tragedy should never have happened ..I can't imagine the horror and grief suffered by everyone in the Texas town and grade  school...my heart goes out to them\\n.   \n",
       "NIKKI ENCINIAS                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Heartbreaking! Praying for all the families   \n",
       "PhoenixFireFly Gaming                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              If I was one of those parents I would have wanted to look him in the eyes as they put the needle in him and watch the life drain from his eyes as he took his last breath. I hope these parents will make it through the hell this lunatic has thrusted them into. I have my own kids and I can't imagine what their going through. I can understand it but only someone whos been through it as well can truly understand what these poor parents are dealing with.   \n",
       "Rain Phoenix                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               I absolutely feel for everyone who was affected by this, but real quick. \\n\\nHow the hell did this kid afford these weapons?   \n",
       "James Sherwood                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       How did this kid even get the money to buy the weapons, ammo, and magazines to do this? We are talking some where between $2K and $3K between for all of it. And he had no license to drive? He didn’t ride the bus with all of that. Something doesn’t add up. Someone helped him get that stuff.   \n",
       "Nancy Chamberlin                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     How does someone get so twisted? Everyone in his life failed him. I guarantee that. Unfortunately innocent children paid for his family’s neglect. I don’t know how the parents of these children will come to terms with the anger they must feel. Heartbreaking.   \n",
       "Michelle 967                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            It seems there are always warning signs and red flags but yet nobody does anything!!  Here we are again amidst another senseless tragedy.  My heart breaks for these families 😢   \n",
       "spoiler king                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I really hard to believe how these bastards manage to live freely around us. 😑 Someone really needs to find such people around us..   \n",
       "SisterInChrist                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  If that monster was sending out so many disturbing images and messages somebody should have reported it   \n",
       "Maria Niro                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 This was a highly disturbed individual. We should be questioning what made him behave so sociopathic and we should seek how to prevent this happening to other individuals so that they don't harm themselves and others. Simply banning guns or making them more difficult to obtain is -sadly- not enough.   \n",
       "tiffsaver                                                                          I am 75-years old.  I have been a legal gun owner for most of my life.  But regardless of my stance on gun ownership, my heart is broken over this incident.  Trust me, there is no gun owner I know that hasn't felt the pain of this tragedy, only a heartless psychopath wouldn't.  *But the major question we should all be addressing is, will making gun ownership more difficult or even impossible actually stop the shootings??  I think everyone knows that the answer to that is, NO.*  There are already so many guns in the streets and homes of America that it's far too late for that, and even through normal people will use them responsibly, the lawless and the mentally ill will always have easy access to them, for there are far more guns that are illegal and unregistered than those that are legal and registered.  So here are a few of my thoughts on violence in American in general.\\n\\n*First, I think there should be a complete media blackout on any story promoting mass murders by anyone, for any reason.*  \\nAnyone who has ever heard the term, \"Copy cat killer\" knows exactly that I'm talking about.  If you noticed, after all of these school shootings, the body count only goes UP, never DOWN.  This is a direct result of publicizing these killings so heavily in the mass media that other young people with access to firearms will immediately want to kill more kids than the PREVIOUS shooter did.  This is the mindset of this kind of killer, regardless of reason, age, or situation.  Although this may sound like a radical request, I believe that by continually saturating the air waves with these kinds of stories, they will most certainly increase.  This is simply not suitable viewing for children.  I find that using gun violence to promote POLITICAL AGENDAS is even more distasteful.  But in the long term, we are ALL guilty of promoting this kind of extreme violence, and here's why.\\n\\nHave you ever seen a typical movie poster?  I bet you'll see a picture of a macho man with a BIG GUN in one hand, and probably a sexy young girl in the other.  Even in today's video games designed for young children — the favorite of prepubescent boys everywhere — they nearly ALWAYS feature warfare and extreme violence, and the more people you kill, the more points you get.  So the fact is, our entire society is so entirely steeped in murder and violence that it is beyond the pale.  Even watching a normally happy Academy Awards show can be permanently turned into a physically violent free-for-all for billions of people all over the world to see.  *These murders unfortunately go far beyond simple mental illness, or the isolated mental issues of an unhappy teen,* but instill in young people's minds the belief that guns, and worse still, the belief that using overt violence is the solution to today's problems.   \n",
       "𝙻𝚎𝚜𝚕𝚒𝚎 𝙷𝚊𝚝𝚕𝚎𝚢                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    my condolences I’m so so sorry this has happened this is heartbreaking   \n",
       "Dianne Sanders                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       I can’t believe his mother was on tv asking for people to forgive him. Disgusting!   \n",
       "opzz xsin                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                This is so sad, he has destroyed a lot of families lives in all kinds of ways smh he got an easy way out but they had to do what they had to. Prayers to the affected families   \n",
       "spoiler king                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I really hard to believe how these bastards manage to live freely around us. 😑 Someone really needs to find such people around us..   \n",
       "Connie Parker                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I have no words from my broken heart for the parent, Grandparents,   \n",
       "Gaming IO                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     How could this happen? The same way as always. Everyone ignores all the signs and his care takers don’t have a freakin clue what’s happening with him. This is a perfect example of neglect, ignorance, apathy, and being naive. This is how it happened.   \n",
       "Rob MacKay                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     The important question won't be asked: Was this kid prescribed antidepressants, antipsychotics or other SSRI type drugs ?\\n\\nHave you stopped to ask if the shooter was on mental health medication, was he being treated for ADHD,  depression or psychotic behavior and if so what drugs was he on and where is his therapist ? Drugs like Xanas and Ritlin have proven suicidal and  murderous ideation side effects proven in court in liability cases. \\n\\nWhat has changed to make this happen: we drugged an entire generation with drugs that most of Europe has ruled are destructive and illegal to give to children under 18.   \n",
       "Thabiso Khumalo                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   My heart breaks for the parents and families of the people that lost their lives. My heart goes out to the children that had to see their fellow classmates die in front of them,that's a trauma those kids are gonna have to leave with. Sending love,hugs and prayers to the family members. This world is truly a sick and evil place. Rip to all the victims 🙏 🕊🕯   \n",
       "xxShellyBeanxx                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   How the hell was he even being able to enter the school with a gun? Why aren’t the doors locked from the outside for security reasons?   \n",
       "Askingoldman                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Sad but true. Won’t be the last. Tragedies don’t get laws change. We live in a country where all lives don’t matter.   \n",
       "M'sheArt2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Metal detectors would of stopped this, not spying on elementary students fb and twitter accounts.\\nApparently public school’s children in the United States are not as precious as federal buildings and their employees. Condolences to all the families who suffered this senseless murder, this and for all the family who have been through the same for the last 30 yrs.   \n",
       "mary dominquez                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I cant imagine how frustrating it was for the parents trying to get their children ,The main guy who was giving orders to police who be held responsible for all the deaths and put in prison, and why were police who had children going to that school and went in and got their kids should not have been allowed to get their kids so they could feel what the parents were feeling my heart breaks for the children parents and families and anyone who was affected by the tragedy  💔😪🙏🙏🙏   \n",
       "Emmanuel Gilmore                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            My condolences goes out to all the family members who lost their loved one and this terrible senseless act of evil violence   \n",
       "Lynda Fall                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          \"wait till tomorrow\" yet none of those teens reported him? Such stupidity. This could have been prevented but many!   \n",
       "Vini Vini                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         When lives are taken away because of the stupidity illogical reasons of a crazy person, my heart aches. What did he get out of doing all this? He should be punished.   \n",
       "Jacob                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Truly tragic and evil. May God be with those families that lost a loved one.🙏🏼🙏🏼😔   \n",
       "Sean T                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I am so sorry to learn that this happened! I can’t believe someone would do this regardless of what their situation is! Pray for the victims families! 🙏🏽   \n",
       "Sega Girl Adventures                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Watching! I cant believe the cops didnt run in asap when they got there! I wish they had something thats bullet proof to put infront of them when entering not sure if that exists but i would be so angry  if police didnt run in :\"( the horror those children went thru. I cant imagine the heartache these families are going thru i have kids and i have been crying Watching this :\"( i feel sooo sad for these families:\"(   \n",
       "Warren Wilson Batista                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        No one can stop a hurting man\\n.in spreading his pain always remember that   \n",
       "Christopher Hall                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    this is a problem and can never happen again security definitely has to be upped in the school system this situation should not have never happened praying for the families this is so unfortunate   \n",
       "obi wan                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           \"Sometimes someone is raised evil but sometimes people are born evil\"   \n",
       "GG Rene                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                I was on a plan about 2 years post-911 and a young man, probably 18, I was about 35 at the time, was sitting next to me with a pen clutched in his fist. His knuckles were white. This went on for a while and made me nervous especially since he was being anti-social and \"strange.\" I eventually went to a flight attendant to tell her what I was observing and she just looked at me like I was freaking nuts and \"how dare you bother me.\" Well, these guy never stabbed anyone or hurt anyone but someone else complained about him also. Finally, at baggage claim, this person finally had an outburst screaming and flailing his arms like a lunatic. I was right - there was something wrong with this person. Security escorted him away. My point is that I told the flight attendants about him and they did nothing and just blew me off. No one gives a crap about warnings. What's the point of even trying to be proactive when no one cares?   \n",
       "True Stories                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     I’m sorry no words can ease the pain that these parents/families are going through. So heartbreaking and terribly sad by this. Prayers to everyone. ❤️   \n",
       "jacobmc2145 🇺🇦                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             RIP to all the kids who list their lives. and screw those cops who waited 1 hour to go in. as a cop your job is to run into danger not wait outside of it. if you sign up to be a cop you are saying that you are willing to risk your life but those cops did the opposite.   \n",
       "Connie Parker                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  These were just babies, I am so heart broken, many prayers for their parent and families   \n",
       "Dr. Pretty                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Is this what a developed country is ?\\nHeartbreaking 💔   \n",
       "cualsy x                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               He looks like a young Richard Ramirez. \\nAlso, I’m confused on who was the felon who wasn’t supposed to own guns. Was it the killer or the dad? \\nThat’s such a weak and ineffectual law anyway.   \n",
       "Ray Bazile                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      So sad... My heart and my prayers are with all the families and friends who are grieving. The individuals who failed to protect the victims as well as the officials who refuse to rein in the sale of weapons designed for combat are responsible. They might not be punished on this earth, but they will not be able to avoid accountability in front of the eternal throne. Why does the Republican party oppose guns reforms? They would feel otherwise if it was their children or grandchildren massacred needlessly. Remember Uvalde when you vote. The United States should look at Australia and the manner they dealt with guns and gun control. Australia has put the welfare of their citizens over profits and politics. It's time that we do the same to save innocent lives. Shame, shame, shame on us!   \n",
       "Millie                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    I live in texas and this is heartbreaking.. those poor people   \n",
       "Mohammad Farran                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 The system is broken, it was made that way intentionally. Stop \"wondering\" for answers.   \n",
       "Faras Khan                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  I lost my 19 year old in Feb 2022 and I am so sad I can not imagine what this will do to the parents and all. I am in more pain now then I was a day before. This is affecting me terribly!   \n",
       "Lou Lou Moon                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       The so called  \"Gunman\" was just a teen. That is the most concerning. Everytime the perpetrators are younger  people. We are all in this together and we all need to find solutions.   \n",
       "iggypopisgod9                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    colossal law enforcement failure on many fronts: an utter embarassment   \n",
       "Lori Skillman                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Horrifying. I wish when people saw messages on social media they called the authorities. My heart aches for the families and the community.   \n",
       "Dick Goesinya                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               I find it hard to believe an 18-year-old boy could walk into a gun store and buy a Daniel Defense A-R rifle. Those things are $2500.00 each! Without a job to pay for it, why wouldn't he have chosen a cheaper model A-R rifle? There are much cheaper guns on the market. What does the gun store where he purchased them say about this?   \n",
       "Victorious Angel                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Can you imagine  how devastating those parents felt going to pick up their children and cannot find them. My heartfelt sympathy for all the parents that lost their child. I felt your pain.   \n",
       "Little Suzi86                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Coward who didn’t care about anyone including his poor grandmother😪💙   \n",
       "Beverly Winters                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Absolutely we need to come together and respect humanity humanity and respect ourselves passing more gun laws will not end but end the violence although assault rifles should be banned from all resources That doesn't have to be in our society as it is today bit's today but if somebody is h*** bent for destruction it doesn't matter what laws you pass they're gonna figure out a way to get a gun illegally that's going on right at this very 2nd so so we need to find a way it defined a way for humanity to have respect for our human society regardless of color ethnicity Anything else desperately needesperately needed to have and be taught respect for human life and that is the only way   \n",
       "Line Danzer                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 This is so very tragic. My heart goes out to the families of the victims as I know they are experiencing pain that will never go away. My nephew was gunned down in 1985 and to this day my family is affected by that loss. My prayers go up for the families, loved ones, and classmates and fellow staff of these children and teachers.   \n",
       "Bloop25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   0:49 that blank stare smh someone should’ve known from the start he was crazy   \n",
       "Luz Victoria Dulatas                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Very sad. Cowardice and long hesitation and delay of police officers led to deaths of so many innocents. Policemen should have the character and training to neutralize a dangerous armed person.   \n",
       "Entrepreneur City                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     It's such a tragedy in anyway but it hits different when your own people want you dead. Evil is lurking at ridiculous rates but we took prayer out of schools and we are now heading down the road to our demise.   \n",
       "\n",
       "                                                                                Scores  \\\n",
       "DwayneStorm              {'neg': 0.153, 'neu': 0.847, 'pos': 0.0, 'compound': -0.3839}   \n",
       "Matthew Hagner           {'neg': 0.226, 'neu': 0.774, 'pos': 0.0, 'compound': -0.7845}   \n",
       "AGENTBOOOM              {'neg': 0.237, 'neu': 0.613, 'pos': 0.15, 'compound': -0.6858}   \n",
       "Ingrid wynne             {'neg': 0.291, 'neu': 0.709, 'pos': 0.0, 'compound': -0.7783}   \n",
       "Ariel Perez            {'neg': 0.209, 'neu': 0.717, 'pos': 0.075, 'compound': -0.6476}   \n",
       "Rob Flanagan            {'neg': 0.213, 'neu': 0.756, 'pos': 0.03, 'compound': -0.9984}   \n",
       "aswer huio             {'neg': 0.224, 'neu': 0.622, 'pos': 0.154, 'compound': -0.1779}   \n",
       "- madi -                 {'neg': 0.216, 'neu': 0.784, 'pos': 0.0, 'compound': -0.7579}   \n",
       "Billy Moretz           {'neg': 0.292, 'neu': 0.616, 'pos': 0.092, 'compound': -0.5984}   \n",
       "Typhoonbladefist       {'neg': 0.161, 'neu': 0.798, 'pos': 0.041, 'compound': -0.8126}   \n",
       "Black Mamba            {'neg': 0.193, 'neu': 0.718, 'pos': 0.089, 'compound': -0.8016}   \n",
       "I Rod                  {'neg': 0.166, 'neu': 0.687, 'pos': 0.147, 'compound': -0.7743}   \n",
       "Stella                   {'neg': 0.235, 'neu': 0.765, 'pos': 0.0, 'compound': -0.5697}   \n",
       "Nyx Quake              {'neg': 0.214, 'neu': 0.701, 'pos': 0.086, 'compound': -0.9802}   \n",
       "Christian Delgado       {'neg': 0.067, 'neu': 0.748, 'pos': 0.185, 'compound': 0.6414}   \n",
       "Sedona Van Kirk        {'neg': 0.106, 'neu': 0.826, 'pos': 0.067, 'compound': -0.3208}   \n",
       "Marian Keller          {'neg': 0.299, 'neu': 0.614, 'pos': 0.087, 'compound': -0.9556}   \n",
       "NIKKI ENCINIAS         {'neg': 0.336, 'neu': 0.408, 'pos': 0.255, 'compound': -0.2003}   \n",
       "PhoenixFireFly Gaming  {'neg': 0.097, 'neu': 0.814, 'pos': 0.088, 'compound': -0.2204}   \n",
       "Rain Phoenix             {'neg': 0.391, 'neu': 0.609, 'pos': 0.0, 'compound': -0.9109}   \n",
       "James Sherwood           {'neg': 0.089, 'neu': 0.911, 'pos': 0.0, 'compound': -0.6662}   \n",
       "Nancy Chamberlin       {'neg': 0.286, 'neu': 0.632, 'pos': 0.082, 'compound': -0.9001}   \n",
       "Michelle 967              {'neg': 0.237, 'neu': 0.763, 'pos': 0.0, 'compound': -0.855}   \n",
       "spoiler king           {'neg': 0.206, 'neu': 0.689, 'pos': 0.105, 'compound': -0.4201}   \n",
       "SisterInChrist           {'neg': 0.183, 'neu': 0.817, 'pos': 0.0, 'compound': -0.5542}   \n",
       "Maria Niro             {'neg': 0.129, 'neu': 0.799, 'pos': 0.072, 'compound': -0.4829}   \n",
       "tiffsaver               {'neg': 0.259, 'neu': 0.645, 'pos': 0.095, 'compound': -0.999}   \n",
       "𝙻𝚎𝚜𝚕𝚒𝚎 𝙷𝚊𝚝𝚕𝚎𝚢            {'neg': 0.337, 'neu': 0.663, 'pos': 0.0, 'compound': -0.6236}   \n",
       "Dianne Sanders         {'neg': 0.208, 'neu': 0.674, 'pos': 0.118, 'compound': -0.3802}   \n",
       "opzz xsin               {'neg': 0.194, 'neu': 0.76, 'pos': 0.046, 'compound': -0.6364}   \n",
       "spoiler king           {'neg': 0.206, 'neu': 0.689, 'pos': 0.105, 'compound': -0.4201}   \n",
       "Connie Parker            {'neg': 0.371, 'neu': 0.629, 'pos': 0.0, 'compound': -0.6486}   \n",
       "Gaming IO              {'neg': 0.221, 'neu': 0.651, 'pos': 0.128, 'compound': -0.4588}   \n",
       "Rob MacKay             {'neg': 0.198, 'neu': 0.766, 'pos': 0.035, 'compound': -0.9673}   \n",
       "Thabiso Khumalo         {'neg': 0.252, 'neu': 0.712, 'pos': 0.036, 'compound': -0.946}   \n",
       "xxShellyBeanxx         {'neg': 0.232, 'neu': 0.693, 'pos': 0.076, 'compound': -0.7149}   \n",
       "Askingoldman           {'neg': 0.213, 'neu': 0.613, 'pos': 0.175, 'compound': -0.2617}   \n",
       "M'sheArt2               {'neg': 0.181, 'neu': 0.779, 'pos': 0.04, 'compound': -0.8749}   \n",
       "mary dominquez         {'neg': 0.093, 'neu': 0.821, 'pos': 0.086, 'compound': -0.4007}   \n",
       "Emmanuel Gilmore        {'neg': 0.408, 'neu': 0.481, 'pos': 0.11, 'compound': -0.8891}   \n",
       "Lynda Fall              {'neg': 0.11, 'neu': 0.838, 'pos': 0.052, 'compound': -0.2942}   \n",
       "Vini Vini                {'neg': 0.284, 'neu': 0.716, 'pos': 0.0, 'compound': -0.8519}   \n",
       "Jacob                  {'neg': 0.365, 'neu': 0.301, 'pos': 0.335, 'compound': -0.2023}   \n",
       "Sean T                 {'neg': 0.159, 'neu': 0.765, 'pos': 0.076, 'compound': -0.3546}   \n",
       "Sega Girl Adventures   {'neg': 0.236, 'neu': 0.743, 'pos': 0.021, 'compound': -0.9699}   \n",
       "Warren Wilson Batista    {'neg': 0.536, 'neu': 0.464, 'pos': 0.0, 'compound': -0.8555}   \n",
       "Christopher Hall       {'neg': 0.259, 'neu': 0.676, 'pos': 0.065, 'compound': -0.7913}   \n",
       "obi wan                  {'neg': 0.494, 'neu': 0.506, 'pos': 0.0, 'compound': -0.8689}   \n",
       "GG Rene                {'neg': 0.185, 'neu': 0.717, 'pos': 0.098, 'compound': -0.9446}   \n",
       "True Stories           {'neg': 0.454, 'neu': 0.479, 'pos': 0.067, 'compound': -0.9268}   \n",
       "jacobmc2145 🇺🇦           {'neg': 0.084, 'neu': 0.916, 'pos': 0.0, 'compound': -0.4497}   \n",
       "Connie Parker            {'neg': 0.194, 'neu': 0.806, 'pos': 0.0, 'compound': -0.5233}   \n",
       "Dr. Pretty               {'neg': 0.333, 'neu': 0.667, 'pos': 0.0, 'compound': -0.4588}   \n",
       "cualsy x               {'neg': 0.271, 'neu': 0.671, 'pos': 0.058, 'compound': -0.8481}   \n",
       "Ray Bazile              {'neg': 0.171, 'neu': 0.672, 'pos': 0.157, 'compound': -0.372}   \n",
       "Millie                   {'neg': 0.256, 'neu': 0.744, 'pos': 0.0, 'compound': -0.4767}   \n",
       "Mohammad Farran          {'neg': 0.306, 'neu': 0.694, 'pos': 0.0, 'compound': -0.6486}   \n",
       "Faras Khan               {'neg': 0.288, 'neu': 0.712, 'pos': 0.0, 'compound': -0.9297}   \n",
       "Lou Lou Moon           {'neg': 0.061, 'neu': 0.887, 'pos': 0.052, 'compound': -0.0772}   \n",
       "iggypopisgod9            {'neg': 0.268, 'neu': 0.732, 'pos': 0.0, 'compound': -0.5106}   \n",
       "Lori Skillman          {'neg': 0.208, 'neu': 0.693, 'pos': 0.099, 'compound': -0.4588}   \n",
       "Dick Goesinya          {'neg': 0.108, 'neu': 0.848, 'pos': 0.044, 'compound': -0.6194}   \n",
       "Victorious Angel        {'neg': 0.231, 'neu': 0.629, 'pos': 0.14, 'compound': -0.5994}   \n",
       "Little Suzi86          {'neg': 0.374, 'neu': 0.429, 'pos': 0.196, 'compound': -0.4404}   \n",
       "Beverly Winters        {'neg': 0.196, 'neu': 0.723, 'pos': 0.081, 'compound': -0.9607}   \n",
       "Line Danzer            {'neg': 0.177, 'neu': 0.771, 'pos': 0.053, 'compound': -0.8004}   \n",
       "Bloop25                  {'neg': 0.281, 'neu': 0.719, 'pos': 0.0, 'compound': -0.5719}   \n",
       "Luz Victoria Dulatas   {'neg': 0.285, 'neu': 0.653, 'pos': 0.062, 'compound': -0.8183}   \n",
       "Entrepreneur City      {'neg': 0.358, 'neu': 0.616, 'pos': 0.026, 'compound': -0.9652}   \n",
       "\n",
       "                       Compound  Polarity  \\\n",
       "DwayneStorm             -0.3839  negative   \n",
       "Matthew Hagner          -0.7845  negative   \n",
       "AGENTBOOOM              -0.6858  negative   \n",
       "Ingrid wynne            -0.7783  negative   \n",
       "Ariel Perez             -0.6476  negative   \n",
       "Rob Flanagan            -0.9984  negative   \n",
       "aswer huio              -0.1779  negative   \n",
       "- madi -                -0.7579  negative   \n",
       "Billy Moretz            -0.5984  negative   \n",
       "Typhoonbladefist        -0.8126  negative   \n",
       "Black Mamba             -0.8016  negative   \n",
       "I Rod                   -0.7743  negative   \n",
       "Stella                  -0.5697  negative   \n",
       "Nyx Quake               -0.9802  negative   \n",
       "Christian Delgado        0.6414  positive   \n",
       "Sedona Van Kirk         -0.3208  negative   \n",
       "Marian Keller           -0.9556  negative   \n",
       "NIKKI ENCINIAS          -0.2003  negative   \n",
       "PhoenixFireFly Gaming   -0.2204  negative   \n",
       "Rain Phoenix            -0.9109  negative   \n",
       "James Sherwood          -0.6662  negative   \n",
       "Nancy Chamberlin        -0.9001  negative   \n",
       "Michelle 967            -0.8550  negative   \n",
       "spoiler king            -0.4201  negative   \n",
       "SisterInChrist          -0.5542  negative   \n",
       "Maria Niro              -0.4829  negative   \n",
       "tiffsaver               -0.9990  negative   \n",
       "𝙻𝚎𝚜𝚕𝚒𝚎 𝙷𝚊𝚝𝚕𝚎𝚢           -0.6236  negative   \n",
       "Dianne Sanders          -0.3802  negative   \n",
       "opzz xsin               -0.6364  negative   \n",
       "spoiler king            -0.4201  negative   \n",
       "Connie Parker           -0.6486  negative   \n",
       "Gaming IO               -0.4588  negative   \n",
       "Rob MacKay              -0.9673  negative   \n",
       "Thabiso Khumalo         -0.9460  negative   \n",
       "xxShellyBeanxx          -0.7149  negative   \n",
       "Askingoldman            -0.2617  negative   \n",
       "M'sheArt2               -0.8749  negative   \n",
       "mary dominquez          -0.4007  negative   \n",
       "Emmanuel Gilmore        -0.8891  negative   \n",
       "Lynda Fall              -0.2942  negative   \n",
       "Vini Vini               -0.8519  negative   \n",
       "Jacob                   -0.2023  negative   \n",
       "Sean T                  -0.3546  negative   \n",
       "Sega Girl Adventures    -0.9699  negative   \n",
       "Warren Wilson Batista   -0.8555  negative   \n",
       "Christopher Hall        -0.7913  negative   \n",
       "obi wan                 -0.8689  negative   \n",
       "GG Rene                 -0.9446  negative   \n",
       "True Stories            -0.9268  negative   \n",
       "jacobmc2145 🇺🇦          -0.4497  negative   \n",
       "Connie Parker           -0.5233  negative   \n",
       "Dr. Pretty              -0.4588  negative   \n",
       "cualsy x                -0.8481  negative   \n",
       "Ray Bazile              -0.3720  negative   \n",
       "Millie                  -0.4767  negative   \n",
       "Mohammad Farran         -0.6486  negative   \n",
       "Faras Khan              -0.9297  negative   \n",
       "Lou Lou Moon            -0.0772  negative   \n",
       "iggypopisgod9           -0.5106  negative   \n",
       "Lori Skillman           -0.4588  negative   \n",
       "Dick Goesinya           -0.6194  negative   \n",
       "Victorious Angel        -0.5994  negative   \n",
       "Little Suzi86           -0.4404  negative   \n",
       "Beverly Winters         -0.9607  negative   \n",
       "Line Danzer             -0.8004  negative   \n",
       "Bloop25                 -0.5719  negative   \n",
       "Luz Victoria Dulatas    -0.8183  negative   \n",
       "Entrepreneur City       -0.9652  negative   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        comments (without stopwords)  \\\n",
       "DwayneStorm                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               my heart aches much parents brought children school get chance bring home    \n",
       "Matthew Hagner                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             turns officer ever went school  this whole situation disgusting heart breaks lost lives families impacted   \n",
       "AGENTBOOOM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     it always amazes people disclose information individuals odd behaviors threats make innocent people massacre like happens  people need learn speak tragedy could ve possibly avoided    \n",
       "Ingrid wynne                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           my heart goes families murdered children teachers  it s tragic  america must address gun laws   \n",
       "Ariel Perez                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          i can t believe people would willing take lives innocent kids reason  i feel bad families going   \n",
       "Rob Flanagan           i following story since unfolded beginning  i m late forties  working professional boston area  i don t kids  hardest thing understand make sense all  my heart goes parents   single parents  dual parents brought children school drop classes  i see images young innocent children cut mad man  yet another senseless tale unnecessary violence   gunfire automatic weapons  when going end  forget whose blame scene  from police officers immediately went building public finds later fabricated true  officer guarding main entrance school walkway ghost  while finger pointing continues  quiet community rocked shaken senseless tragedy  when end  we society serious epidemic senseless violence america long barrel automatic weapons getting hands minors  young teenagers  mental health issues  criminal records  president biden  get ass finally something president done end madness  we need end congress exact strict measures laws implementing banning minors  teens  criminals getting hands military assault weapons  there absolutely need this  i don t parent emotional know something needs done now  stop finger pointing blaming real problem right front us needs addressed finally stopped  end epidemic stopping root source  even i rant  venting frustrations  another senseless act violence happened philadelphia multiple gunmen opened fire crowds innocent citizens reason inflict mass casualties  violence  chaos  we need push local selectmen  mayors  governors  senators  congressmen women across united states get involved now  president biden   administration along congress house  need start communicating finally working together stop unnecessary violence finally stop banning military long barrel weapons all  including minors  teenagers  criminal records  our government needs make laws priority make virtually impossible civilians purchase weapons handguns internet  gun shows  street  we need part make difference finally put stop madness end innocent children citizens across united states feel safe inclusive    \n",
       "aswer huio                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             my heart hurts families condolences families lost precious children teachers    \n",
       "- madi -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         heart goes parents took kids school take home   rip   \n",
       "Billy Moretz                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         my heart goes families loss terrible happened unbelievable rip    \n",
       "Typhoonbladefist                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              he sounds like psychopath  animal abuse major red flag  there s magic pill therapy cure psychopathy  we really need educate people recognize signs  the real question people society  i feel bad them    \n",
       "Black Mamba                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    upbringing right way best gift could give child  a child deserves   guidance  attention  if given  repercussions  also mental health person needs addressed  dangerous around  its really disheartened feel parents suffering infinite pain lost kids  nothing world could fill void    \n",
       "I Rod                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 my heart goes families innocent lives lost tragedy may god take up  parents families read over… actually parent your children properly  be loves involved actions especially live rooftop  don t let children kill innocent people children  stop going motions raise children morals principles know right wrong  send world good people world doesn t suffer evil  sup leaves doors  starts home  do not abuse them in any way do not expose negativity  explain negatives lead lives  show remaining positive support  matter they ll come    \n",
       "Stella                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              awww sad  i can t imagine children parents going   \n",
       "Nyx Quake                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           we give hundreds condolences messages saying  r i p  let s face it  happen again  this keep happening  i m loss words  it seems like everyone desensitized forget days come back pay attention issues gun violence happen like spectacle  these children  no child ever see dead friends teachers blood everywhere  let alone hit bullets  those kids much pain  how much handle  little bodies hit bullets  what families thinking  it another school day expect see baby safe sound  i even know anymore  how many petitions pleas lawmakers signed stops  because sure hell happen countries  there s something missing here    \n",
       "Christian Delgado                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               i can t believe monsters mom tried say “ don t come reason “  you kill family member and children alongside innocent teachers  there no excuse that    \n",
       "Sedona Van Kirk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       it s pretty insane kids go tv say thought weird report anything school officials  when we ve seen many times past know strange school shooters acted past  this could avoided    \n",
       "Marian Keller                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            its amazing everyone knows something one says word fact and authorities failed speak up this tragedy never happened  i can t imagine horror grief suffered everyone texas town grade school my heart goes     \n",
       "NIKKI ENCINIAS                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       heartbreaking  praying families   \n",
       "PhoenixFireFly Gaming                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  if i one parents i would wanted look eyes put needle watch life drain eyes took last breath  i hope parents make hell lunatic thrusted into  i kids i can t imagine going through  i understand someone whos well truly understand poor parents dealing with    \n",
       "Rain Phoenix                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      i absolutely feel everyone affected this  real quick  how hell kid afford weapons    \n",
       "James Sherwood                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        how kid even get money buy weapons  ammo  magazines this  we talking  k  k it  and license drive  he didn t ride bus that  something doesn t add up  someone helped get stuff    \n",
       "Nancy Chamberlin                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                how someone get twisted  everyone life failed him  i guarantee that  unfortunately innocent children paid family s neglect  i don t know parents children come terms anger must feel  heartbreaking    \n",
       "Michelle 967                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           it seems always warning signs red flags yet nobody anything  here amidst another senseless tragedy  my heart breaks families    \n",
       "spoiler king                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               i really hard believe bastards manage live freely around us   someone really needs find people around us    \n",
       "SisterInChrist                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  if monster sending many disturbing images messages somebody reported   \n",
       "Maria Niro                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      this highly disturbed individual  we questioning made behave sociopathic seek prevent happening individuals harm others  simply banning guns making difficult obtain  sadly  enough    \n",
       "tiffsaver                                                                   i  years old  i legal gun owner life  but regardless stance gun ownership  heart broken incident  trust me  gun owner i know felt pain tragedy  heartless psychopath wouldn t   but major question addressing is  making gun ownership difficult even impossible actually stop shootings  i think everyone knows answer is  no  there already many guns streets homes america far late that  even normal people use responsibly  lawless mentally ill always easy access them  far guns illegal unregistered legal registered  so thoughts violence american general   first  i think complete media blackout story promoting mass murders anyone  reason  anyone ever heard term   copy cat killer  knows exactly i m talking about  if noticed  school shootings  body count goes up  never down  this direct result publicizing killings heavily mass media young people access firearms immediately want kill kids previous shooter did  this mindset kind killer  regardless reason  age  situation  although may sound like radical request  i believe continually saturating air waves kinds stories  certainly increase  this simply suitable viewing children  i find using gun violence promote political agendas even distasteful  but long term  all guilty promoting kind extreme violence  here s why  have ever seen typical movie poster  i bet see picture macho man big gun one hand  probably sexy young girl other  even today s video games designed young children — favorite prepubescent boys everywhere — nearly always feature warfare extreme violence  people kill  points get  so fact is  entire society entirely steeped murder violence beyond pale  even watching normally happy academy awards show permanently turned physically violent free for all billions people world see   these murders unfortunately go far beyond simple mental illness  isolated mental issues unhappy teen  instill young people s minds belief guns  worse still  belief using overt violence solution today s problems    \n",
       "𝙻𝚎𝚜𝚕𝚒𝚎 𝙷𝚊𝚝𝚕𝚎𝚢                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           condolences i m sorry happened heartbreaking   \n",
       "Dianne Sanders                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      i can t believe mother tv asking people forgive him  disgusting    \n",
       "opzz xsin                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           this sad  destroyed lot families lives kinds ways smh got easy way to  prayers affected families   \n",
       "spoiler king                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               i really hard believe bastards manage live freely around us   someone really needs find people around us    \n",
       "Connie Parker                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             i words broken heart parent  grandparents    \n",
       "Gaming IO                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       how could happen  the way always  everyone ignores signs care takers don t freakin clue what s happening him  this perfect example neglect  ignorance  apathy  naive  this happened    \n",
       "Rob MacKay                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      the important question asked  was kid prescribed antidepressants  antipsychotics ssri type drugs   have stopped ask shooter mental health medication  treated adhd  depression psychotic behavior drugs therapist   drugs like xanas ritlin proven suicidal murderous ideation side effects proven court liability cases  what changed make happen  drugged entire generation drugs europe ruled destructive illegal give children     \n",
       "Thabiso Khumalo                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       my heart breaks parents families people lost lives  my heart goes children see fellow classmates die front them that s trauma kids gonna leave with  sending love hugs prayers family members  this world truly sick evil place  rip victims     \n",
       "xxShellyBeanxx                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                how hell even able enter school gun  why aren t doors locked outside security reasons    \n",
       "Askingoldman                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              sad true  won t last  tragedies don t get laws change  we live country lives don t matter    \n",
       "M'sheArt2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              metal detectors would stopped this  spying elementary students fb twitter accounts  apparently public school s children united states precious federal buildings employees  condolences families suffered senseless murder  family last  yrs    \n",
       "mary dominquez                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  i cant imagine frustrating parents trying get children  the main guy giving orders police held responsible deaths put prison  police children going school went got kids allowed get kids could feel parents feeling heart breaks children parents families anyone affected tragedy    \n",
       "Emmanuel Gilmore                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              my condolences goes family members lost loved one terrible senseless act evil violence   \n",
       "Lynda Fall                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               wait till tomorrow  yet none teens reported him  such stupidity  this could prevented many    \n",
       "Vini Vini                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   when lives taken away stupidity illogical reasons crazy person  heart aches  what get this  he punished    \n",
       "Jacob                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            truly tragic evil  may god families lost loved one    \n",
       "Sean T                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        i sorry learn happened  i can t believe someone would regardless situation is  pray victims families     \n",
       "Sega Girl Adventures                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              watching  i cant believe cops didnt run asap got there  i wish something thats bullet proof put infront entering sure exists would angry police didnt run   horror children went thru  i cant imagine heartache families going thru kids crying watching   feel sooo sad families    \n",
       "Warren Wilson Batista                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     no one stop hurting man  in spreading pain always remember   \n",
       "Christopher Hall                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  problem never happen security definitely upped school system situation never happened praying families unfortunate   \n",
       "obi wan                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    sometimes someone raised evil sometimes people born evil    \n",
       "GG Rene                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             i plan  years post  young man  probably   i  time  sitting next pen clutched fist  his knuckles white  this went made nervous especially since anti social  strange  i eventually went flight attendant tell i observing looked like i freaking nuts  how dare bother me  well  guy never stabbed anyone hurt anyone someone else complained also  finally  baggage claim  person finally outburst screaming flailing arms like lunatic  i right   something wrong person  security escorted away  my point i told flight attendants nothing blew off  no one gives crap warnings  what s point even trying proactive one cares    \n",
       "True Stories                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        i m sorry words ease pain parents families going through  so heartbreaking terribly sad this  prayers everyone     \n",
       "jacobmc2145 🇺🇦                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              rip kids list lives  screw cops waited  hour go in  cop job run danger wait outside it  sign cop saying willing risk life cops opposite    \n",
       "Connie Parker                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             these babies  i heart broken  many prayers parent families   \n",
       "Dr. Pretty                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     is developed country   heartbreaking    \n",
       "cualsy x                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     he looks like young richard ramirez  also  i m confused felon wasn t supposed guns  was killer dad  that s weak ineffectual law anyway    \n",
       "Ray Bazile                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 so sad  my heart prayers families friends grieving  the individuals failed protect victims well officials refuse rein sale weapons designed combat responsible  they might punished earth  able avoid accountability front eternal throne  why republican party oppose guns reforms  they would feel otherwise children grandchildren massacred needlessly  remember uvalde vote  the united states look australia manner dealt guns gun control  australia put welfare citizens profits politics  it s time save innocent lives  shame  shame  shame us    \n",
       "Millie                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       i live texas heartbreaking  poor people   \n",
       "Mohammad Farran                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 the system broken  made way intentionally  stop  wondering  answers    \n",
       "Faras Khan                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          i lost  year old feb  i sad i imagine parents all  i pain i day before  this affecting terribly    \n",
       "Lou Lou Moon                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      the called  gunman  teen  that concerning  everytime perpetrators younger people  we together need find solutions    \n",
       "iggypopisgod9                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       colossal law enforcement failure many fronts  utter embarassment   \n",
       "Lori Skillman                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             horrifying  i wish people saw messages social media called authorities  my heart aches families community    \n",
       "Dick Goesinya                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       i find hard believe  year old boy could walk gun store buy daniel defense a r rifle  those things   each  without job pay it  chosen cheaper model a r rifle  there much cheaper guns market  what gun store purchased say this    \n",
       "Victorious Angel                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   can imagine devastating parents felt going pick children cannot find them  my heartfelt sympathy parents lost child  i felt pain    \n",
       "Little Suzi86                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   coward didn t care anyone including poor grandmother   \n",
       "Beverly Winters                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           absolutely need come together respect humanity humanity respect passing gun laws end end violence although assault rifles banned resources that society today bit s today somebody h  bent destruction matter laws pass they re gonna figure way get gun illegally that s going right nd need find way defined way humanity respect human society regardless color ethnicity anything else desperately needesperately needed taught respect human life way   \n",
       "Line Danzer                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           this tragic  my heart goes families victims i know experiencing pain never go away  my nephew gunned  day family affected loss  my prayers go families  loved ones  classmates fellow staff children teachers    \n",
       "Bloop25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          blank stare smh someone should ve known start crazy   \n",
       "Luz Victoria Dulatas                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            very sad  cowardice long hesitation delay police officers led deaths many innocents  policemen character training neutralize dangerous armed person    \n",
       "Entrepreneur City                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        it s tragedy anyway hits different people want dead  evil lurking ridiculous rates took prayer schools heading road demise    \n",
       "\n",
       "                                                                                scores  \\\n",
       "DwayneStorm                {'neg': 0.143, 'neu': 0.714, 'pos': 0.143, 'compound': 0.0}   \n",
       "Matthew Hagner           {'neg': 0.305, 'neu': 0.695, 'pos': 0.0, 'compound': -0.6908}   \n",
       "AGENTBOOOM             {'neg': 0.313, 'neu': 0.474, 'pos': 0.213, 'compound': -0.5859}   \n",
       "Ingrid wynne             {'neg': 0.471, 'neu': 0.529, 'pos': 0.0, 'compound': -0.8689}   \n",
       "Ariel Perez             {'neg': 0.196, 'neu': 0.67, 'pos': 0.134, 'compound': -0.2732}   \n",
       "Rob Flanagan            {'neg': 0.317, 'neu': 0.626, 'pos': 0.057, 'compound': -0.998}   \n",
       "aswer huio              {'neg': 0.335, 'neu': 0.435, 'pos': 0.23, 'compound': -0.1779}   \n",
       "- madi -                         {'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}   \n",
       "Billy Moretz           {'neg': 0.409, 'neu': 0.455, 'pos': 0.136, 'compound': -0.5574}   \n",
       "Typhoonbladefist       {'neg': 0.207, 'neu': 0.726, 'pos': 0.067, 'compound': -0.7351}   \n",
       "Black Mamba            {'neg': 0.286, 'neu': 0.581, 'pos': 0.133, 'compound': -0.8016}   \n",
       "I Rod                   {'neg': 0.212, 'neu': 0.543, 'pos': 0.245, 'compound': -0.048}   \n",
       "Stella                   {'neg': 0.341, 'neu': 0.659, 'pos': 0.0, 'compound': -0.4767}   \n",
       "Nyx Quake              {'neg': 0.272, 'neu': 0.616, 'pos': 0.112, 'compound': -0.9517}   \n",
       "Christian Delgado      {'neg': 0.241, 'neu': 0.629, 'pos': 0.129, 'compound': -0.6369}   \n",
       "Sedona Van Kirk          {'neg': 0.24, 'neu': 0.67, 'pos': 0.089, 'compound': -0.5267}   \n",
       "Marian Keller           {'neg': 0.393, 'neu': 0.527, 'pos': 0.08, 'compound': -0.9418}   \n",
       "NIKKI ENCINIAS          {'neg': 0.462, 'neu': 0.154, 'pos': 0.385, 'compound': -0.128}   \n",
       "PhoenixFireFly Gaming   {'neg': 0.215, 'neu': 0.63, 'pos': 0.156, 'compound': -0.6124}   \n",
       "Rain Phoenix               {'neg': 0.51, 'neu': 0.49, 'pos': 0.0, 'compound': -0.8542}   \n",
       "James Sherwood           {'neg': 0.094, 'neu': 0.906, 'pos': 0.0, 'compound': -0.4404}   \n",
       "Nancy Chamberlin        {'neg': 0.397, 'neu': 0.49, 'pos': 0.113, 'compound': -0.9001}   \n",
       "Michelle 967             {'neg': 0.286, 'neu': 0.714, 'pos': 0.0, 'compound': -0.7783}   \n",
       "spoiler king            {'neg': 0.273, 'neu': 0.595, 'pos': 0.133, 'compound': -0.469}   \n",
       "SisterInChrist           {'neg': 0.292, 'neu': 0.708, 'pos': 0.0, 'compound': -0.5106}   \n",
       "Maria Niro              {'neg': 0.42, 'neu': 0.545, 'pos': 0.035, 'compound': -0.8999}   \n",
       "tiffsaver              {'neg': 0.374, 'neu': 0.473, 'pos': 0.153, 'compound': -0.9989}   \n",
       "𝙻𝚎𝚜𝚕𝚒𝚎 𝙷𝚊𝚝𝚕𝚎𝚢            {'neg': 0.683, 'neu': 0.317, 'pos': 0.0, 'compound': -0.5106}   \n",
       "Dianne Sanders          {'neg': 0.272, 'neu': 0.56, 'pos': 0.168, 'compound': -0.3182}   \n",
       "opzz xsin                {'neg': 0.423, 'neu': 0.456, 'pos': 0.12, 'compound': -0.743}   \n",
       "spoiler king            {'neg': 0.273, 'neu': 0.595, 'pos': 0.133, 'compound': -0.469}   \n",
       "Connie Parker            {'neg': 0.437, 'neu': 0.563, 'pos': 0.0, 'compound': -0.4767}   \n",
       "Gaming IO              {'neg': 0.309, 'neu': 0.494, 'pos': 0.197, 'compound': -0.3237}   \n",
       "Rob MacKay             {'neg': 0.325, 'neu': 0.616, 'pos': 0.059, 'compound': -0.9657}   \n",
       "Thabiso Khumalo         {'neg': 0.345, 'neu': 0.479, 'pos': 0.176, 'compound': -0.836}   \n",
       "xxShellyBeanxx         {'neg': 0.343, 'neu': 0.539, 'pos': 0.118, 'compound': -0.6808}   \n",
       "Askingoldman            {'neg': 0.254, 'neu': 0.424, 'pos': 0.322, 'compound': 0.1531}   \n",
       "M'sheArt2              {'neg': 0.243, 'neu': 0.596, 'pos': 0.161, 'compound': -0.5106}   \n",
       "mary dominquez         {'neg': 0.183, 'neu': 0.648, 'pos': 0.169, 'compound': -0.4007}   \n",
       "Emmanuel Gilmore         {'neg': 0.539, 'neu': 0.31, 'pos': 0.151, 'compound': -0.875}   \n",
       "Lynda Fall              {'neg': 0.181, 'neu': 0.75, 'pos': 0.069, 'compound': -0.4215}   \n",
       "Vini Vini                {'neg': 0.462, 'neu': 0.538, 'pos': 0.0, 'compound': -0.8519}   \n",
       "Jacob                  {'neg': 0.449, 'neu': 0.139, 'pos': 0.412, 'compound': -0.2023}   \n",
       "Sean T                 {'neg': 0.226, 'neu': 0.629, 'pos': 0.145, 'compound': -0.0772}   \n",
       "Sega Girl Adventures   {'neg': 0.181, 'neu': 0.667, 'pos': 0.152, 'compound': -0.3616}   \n",
       "Warren Wilson Batista    {'neg': 0.634, 'neu': 0.366, 'pos': 0.0, 'compound': -0.8555}   \n",
       "Christopher Hall          {'neg': 0.574, 'neu': 0.426, 'pos': 0.0, 'compound': -0.878}   \n",
       "obi wan                  {'neg': 0.595, 'neu': 0.405, 'pos': 0.0, 'compound': -0.8689}   \n",
       "GG Rene                {'neg': 0.256, 'neu': 0.556, 'pos': 0.188, 'compound': -0.7911}   \n",
       "True Stories           {'neg': 0.577, 'neu': 0.331, 'pos': 0.092, 'compound': -0.9218}   \n",
       "jacobmc2145 🇺🇦           {'neg': 0.239, 'neu': 0.761, 'pos': 0.0, 'compound': -0.7096}   \n",
       "Connie Parker            {'neg': 0.307, 'neu': 0.693, 'pos': 0.0, 'compound': -0.4767}   \n",
       "Dr. Pretty                   {'neg': 0.5, 'neu': 0.5, 'pos': 0.0, 'compound': -0.4588}   \n",
       "cualsy x               {'neg': 0.401, 'neu': 0.514, 'pos': 0.086, 'compound': -0.8481}   \n",
       "Ray Bazile             {'neg': 0.325, 'neu': 0.461, 'pos': 0.214, 'compound': -0.9117}   \n",
       "Millie                     {'neg': 0.67, 'neu': 0.33, 'pos': 0.0, 'compound': -0.7269}   \n",
       "Mohammad Farran          {'neg': 0.431, 'neu': 0.569, 'pos': 0.0, 'compound': -0.6486}   \n",
       "Faras Khan               {'neg': 0.552, 'neu': 0.448, 'pos': 0.0, 'compound': -0.9062}   \n",
       "Lou Lou Moon            {'neg': 0.12, 'neu': 0.778, 'pos': 0.102, 'compound': -0.0772}   \n",
       "iggypopisgod9              {'neg': 0.32, 'neu': 0.68, 'pos': 0.0, 'compound': -0.5106}   \n",
       "Lori Skillman          {'neg': 0.294, 'neu': 0.567, 'pos': 0.139, 'compound': -0.4588}   \n",
       "Dick Goesinya           {'neg': 0.155, 'neu': 0.775, 'pos': 0.07, 'compound': -0.5274}   \n",
       "Victorious Angel       {'neg': 0.331, 'neu': 0.468, 'pos': 0.201, 'compound': -0.5994}   \n",
       "Little Suzi86          {'neg': 0.459, 'neu': 0.301, 'pos': 0.241, 'compound': -0.4404}   \n",
       "Beverly Winters        {'neg': 0.251, 'neu': 0.594, 'pos': 0.154, 'compound': -0.8591}   \n",
       "Line Danzer             {'neg': 0.302, 'neu': 0.604, 'pos': 0.094, 'compound': -0.765}   \n",
       "Bloop25                  {'neg': 0.402, 'neu': 0.598, 'pos': 0.0, 'compound': -0.5719}   \n",
       "Luz Victoria Dulatas   {'neg': 0.404, 'neu': 0.519, 'pos': 0.078, 'compound': -0.8313}   \n",
       "Entrepreneur City      {'neg': 0.562, 'neu': 0.395, 'pos': 0.043, 'compound': -0.9501}   \n",
       "\n",
       "                       compound polarity (without stopwords)  \n",
       "DwayneStorm              0.0000                      neutral  \n",
       "Matthew Hagner          -0.6908                     negative  \n",
       "AGENTBOOOM              -0.5859                     negative  \n",
       "Ingrid wynne            -0.8689                     negative  \n",
       "Ariel Perez             -0.2732                     negative  \n",
       "Rob Flanagan            -0.9980                     negative  \n",
       "aswer huio              -0.1779                     negative  \n",
       "- madi -                 0.0000                      neutral  \n",
       "Billy Moretz            -0.5574                     negative  \n",
       "Typhoonbladefist        -0.7351                     negative  \n",
       "Black Mamba             -0.8016                     negative  \n",
       "I Rod                   -0.0480                      neutral  \n",
       "Stella                  -0.4767                     negative  \n",
       "Nyx Quake               -0.9517                     negative  \n",
       "Christian Delgado       -0.6369                     negative  \n",
       "Sedona Van Kirk         -0.5267                     negative  \n",
       "Marian Keller           -0.9418                     negative  \n",
       "NIKKI ENCINIAS          -0.1280                     negative  \n",
       "PhoenixFireFly Gaming   -0.6124                     negative  \n",
       "Rain Phoenix            -0.8542                     negative  \n",
       "James Sherwood          -0.4404                     negative  \n",
       "Nancy Chamberlin        -0.9001                     negative  \n",
       "Michelle 967            -0.7783                     negative  \n",
       "spoiler king            -0.4690                     negative  \n",
       "SisterInChrist          -0.5106                     negative  \n",
       "Maria Niro              -0.8999                     negative  \n",
       "tiffsaver               -0.9989                     negative  \n",
       "𝙻𝚎𝚜𝚕𝚒𝚎 𝙷𝚊𝚝𝚕𝚎𝚢           -0.5106                     negative  \n",
       "Dianne Sanders          -0.3182                     negative  \n",
       "opzz xsin               -0.7430                     negative  \n",
       "spoiler king            -0.4690                     negative  \n",
       "Connie Parker           -0.4767                     negative  \n",
       "Gaming IO               -0.3237                     negative  \n",
       "Rob MacKay              -0.9657                     negative  \n",
       "Thabiso Khumalo         -0.8360                     negative  \n",
       "xxShellyBeanxx          -0.6808                     negative  \n",
       "Askingoldman             0.1531                     positive  \n",
       "M'sheArt2               -0.5106                     negative  \n",
       "mary dominquez          -0.4007                     negative  \n",
       "Emmanuel Gilmore        -0.8750                     negative  \n",
       "Lynda Fall              -0.4215                     negative  \n",
       "Vini Vini               -0.8519                     negative  \n",
       "Jacob                   -0.2023                     negative  \n",
       "Sean T                  -0.0772                     negative  \n",
       "Sega Girl Adventures    -0.3616                     negative  \n",
       "Warren Wilson Batista   -0.8555                     negative  \n",
       "Christopher Hall        -0.8780                     negative  \n",
       "obi wan                 -0.8689                     negative  \n",
       "GG Rene                 -0.7911                     negative  \n",
       "True Stories            -0.9218                     negative  \n",
       "jacobmc2145 🇺🇦          -0.7096                     negative  \n",
       "Connie Parker           -0.4767                     negative  \n",
       "Dr. Pretty              -0.4588                     negative  \n",
       "cualsy x                -0.8481                     negative  \n",
       "Ray Bazile              -0.9117                     negative  \n",
       "Millie                  -0.7269                     negative  \n",
       "Mohammad Farran         -0.6486                     negative  \n",
       "Faras Khan              -0.9062                     negative  \n",
       "Lou Lou Moon            -0.0772                     negative  \n",
       "iggypopisgod9           -0.5106                     negative  \n",
       "Lori Skillman           -0.4588                     negative  \n",
       "Dick Goesinya           -0.5274                     negative  \n",
       "Victorious Angel        -0.5994                     negative  \n",
       "Little Suzi86           -0.4404                     negative  \n",
       "Beverly Winters         -0.8591                     negative  \n",
       "Line Danzer             -0.7650                     negative  \n",
       "Bloop25                 -0.5719                     negative  \n",
       "Luz Victoria Dulatas    -0.8313                     negative  \n",
       "Entrepreneur City       -0.9501                     negative  "
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_1.loc[(df_1['Polarity']=='negative') | (df_1['polarity (without stopwords)']=='negative')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "satisfied-greenhouse",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Comments</th>\n",
       "      <th>Scores</th>\n",
       "      <th>Compound</th>\n",
       "      <th>Polarity</th>\n",
       "      <th>comments (without stopwords)</th>\n",
       "      <th>scores</th>\n",
       "      <th>compound</th>\n",
       "      <th>polarity (without stopwords)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Moongazey Cat</th>\n",
       "      <td>Isn't this just adorable? She is such a sport 😀💜💜</td>\n",
       "      <td>{'neg': 0.247, 'neu': 0.753, 'pos': 0.0, 'compound': -0.3875}</td>\n",
       "      <td>-0.3875</td>\n",
       "      <td>negative</td>\n",
       "      <td>isn t adorable  she sport 😀</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.484, 'pos': 0.516, 'compound': 0.4939}</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CaNNeD CRaZy</th>\n",
       "      <td>\"Thank you ma'am.....for everything!!!\"\\n\\nShe is living history! When she goes the world will never see anyone else like her again. It will be devastating.</td>\n",
       "      <td>{'neg': 0.132, 'neu': 0.678, 'pos': 0.19, 'compound': -0.3544}</td>\n",
       "      <td>-0.3544</td>\n",
       "      <td>negative</td>\n",
       "      <td>thank ma am for everything  she living history  when goes world never see anyone else like again  it devastating</td>\n",
       "      <td>{'neg': 0.17, 'neu': 0.632, 'pos': 0.198, 'compound': -0.0772}</td>\n",
       "      <td>-0.0772</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Jamie W</th>\n",
       "      <td>I got tears in my eyes when i watched this.</td>\n",
       "      <td>{'neg': 0.213, 'neu': 0.787, 'pos': 0.0, 'compound': -0.2263}</td>\n",
       "      <td>-0.2263</td>\n",
       "      <td>negative</td>\n",
       "      <td>i got tears eyes watched this</td>\n",
       "      <td>{'neg': 0.322, 'neu': 0.678, 'pos': 0.0, 'compound': -0.2263}</td>\n",
       "      <td>-0.2263</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Malthizar</th>\n",
       "      <td>If anyone deserves to have an audience with the Queen, it's Paddington</td>\n",
       "      <td>{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>if anyone deserves audience queen  paddington</td>\n",
       "      <td>{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>liouy cnny</th>\n",
       "      <td>Absolutely priceless , way too short, I could have watched Elizabeth and Paddington for much longer, my favourite part of the whole 4 days.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>absolutely priceless   way short  i could watched elizabeth paddington much longer  favourite part whole  days</td>\n",
       "      <td>{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OAKWOOD FARM</th>\n",
       "      <td>Absolutely priceless , way too short, I could have watched Elizabeth and Paddington for much longer, my favourite part of the whole 4 days.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>absolutely priceless   way short  i could watched elizabeth paddington much longer  favourite part whole  days</td>\n",
       "      <td>{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>silou</th>\n",
       "      <td>The Queen should win an Academy Award for this...natural Born actress</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.552, 'pos': 0.448, 'compound': 0.8074}</td>\n",
       "      <td>0.8074</td>\n",
       "      <td>positive</td>\n",
       "      <td>the queen win academy award this natural born actress</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.371, 'pos': 0.629, 'compound': 0.88}</td>\n",
       "      <td>0.8800</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ivy\\t 🔥𝐆𝐨 𝐓𝐨 𝐌𝐲 𝐂𝐡𝐚𝐧𝐧𝐞𝐥 [𝐋!𝐯𝐞]</th>\n",
       "      <td>This is truly adorable. The Queen is hilarious in her regal and proper manner.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "      <td>this truly adorable  the queen hilarious regal proper manner</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Caitie</th>\n",
       "      <td>This made me tear up a little. I love the Queen and I'm not even British</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.769, 'pos': 0.231, 'compound': 0.6003}</td>\n",
       "      <td>0.6003</td>\n",
       "      <td>positive</td>\n",
       "      <td>this made tear little  i love queen i m even british</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.642, 'pos': 0.358, 'compound': 0.6003}</td>\n",
       "      <td>0.6003</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Duchess_of_Petty</th>\n",
       "      <td>Paddington is the most adorable thing.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.589, 'pos': 0.411, 'compound': 0.5413}</td>\n",
       "      <td>0.5413</td>\n",
       "      <td>positive</td>\n",
       "      <td>paddington adorable thing</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.385, 'pos': 0.615, 'compound': 0.4939}</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>a priori on toast</th>\n",
       "      <td>I'm not a big royal family fan but this is really cute.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.596, 'pos': 0.404, 'compound': 0.7261}</td>\n",
       "      <td>0.7261</td>\n",
       "      <td>positive</td>\n",
       "      <td>i m big royal family fan really cute</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.417, 'pos': 0.583, 'compound': 0.6801}</td>\n",
       "      <td>0.6801</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>madmommy</th>\n",
       "      <td>I have been a Paddington Bear fan since I was little (I’m in my late 40s). This was fantastic.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.704, 'pos': 0.296, 'compound': 0.7096}</td>\n",
       "      <td>0.7096</td>\n",
       "      <td>positive</td>\n",
       "      <td>i paddington bear fan since i little  i m late s  this fantastic</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.491, 'pos': 0.509, 'compound': 0.7368}</td>\n",
       "      <td>0.7368</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Janette Kirk</th>\n",
       "      <td>So wonderful. Perfect timing by the Queen. She's perfect,i love her</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.397, 'pos': 0.603, 'compound': 0.9212}</td>\n",
       "      <td>0.9212</td>\n",
       "      <td>positive</td>\n",
       "      <td>so wonderful  perfect timing queen  she s perfect i love</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.199, 'pos': 0.801, 'compound': 0.9528}</td>\n",
       "      <td>0.9528</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guardian News</th>\n",
       "      <td>Prince Charles pays tribute to the Queen’s ‘lifetime of selfless service’ ► https://www.theguardian.com/uk-news/2022/jun/04/prince-charles-pays-tribute-to-the-queens-lifetime-of-selfless-service\\n\\nQueen’s platinum jubilee concert 2022: the Platinum Party at the Palace – as it happened ► https://www.theguardian.com/music/live/2022/jun/04/queens-platinum-jubilee-concert-2022-follow-the-platinum-party-at-the-palace-live</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.906, 'pos': 0.094, 'compound': 0.4019}</td>\n",
       "      <td>0.4019</td>\n",
       "      <td>positive</td>\n",
       "      <td>prince charles pays tribute queen s ‘lifetime selfless service  ► https www theguardian com uk news jun prince charles pays tribute to the queens lifetime of selfless service queen s platinum jubilee concert   platinum party palace – happened ► https www theguardian com music live jun queens platinum jubilee concert follow the platinum party at the palace live</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.904, 'pos': 0.096, 'compound': 0.6597}</td>\n",
       "      <td>0.6597</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Christof FELLNER</th>\n",
       "      <td>The Queen indeed has a lot of humor to participate in such a funny sketch.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.688, 'pos': 0.312, 'compound': 0.6124}</td>\n",
       "      <td>0.6124</td>\n",
       "      <td>positive</td>\n",
       "      <td>the queen indeed lot humor participate funny sketch</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.545, 'pos': 0.455, 'compound': 0.6124}</td>\n",
       "      <td>0.6124</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Shannon Bradley</th>\n",
       "      <td>LOVE this. The Queen has great comedic timing.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.299, 'pos': 0.701, 'compound': 0.9141}</td>\n",
       "      <td>0.9141</td>\n",
       "      <td>positive</td>\n",
       "      <td>love this  the queen great comedic timing</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.267, 'pos': 0.733, 'compound': 0.9001}</td>\n",
       "      <td>0.9001</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cecilia Layer</th>\n",
       "      <td>Very excellent, very entertaining indeed. She is really \"the Queen of Queens\" 🌟👍🌟🌟👍🌟</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.596, 'pos': 0.404, 'compound': 0.8151}</td>\n",
       "      <td>0.8151</td>\n",
       "      <td>positive</td>\n",
       "      <td>very excellent  entertaining indeed  she really  the queen queens  🌟🌟🌟🌟</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.527, 'pos': 0.473, 'compound': 0.8004}</td>\n",
       "      <td>0.8004</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ReservoirTip</th>\n",
       "      <td>Queen Elizabeth is amazing. She's by far the most famous person on Earth, having spent 96 years in the public eye, all without a hint of a smidgen of an inkling of personal scandal. Think about how many people can't handle 96 weeks of fame, or even 96 days, without embarrassing themselves or self-destructing.</td>\n",
       "      <td>{'neg': 0.049, 'neu': 0.803, 'pos': 0.149, 'compound': 0.717}</td>\n",
       "      <td>0.7170</td>\n",
       "      <td>positive</td>\n",
       "      <td>queen elizabeth amazing  she s far famous person earth  spent  years public eye  without hint smidgen inkling personal scandal  think many people can t handle  weeks fame  even  days  without embarrassing self destructing</td>\n",
       "      <td>{'neg': 0.071, 'neu': 0.64, 'pos': 0.289, 'compound': 0.8331}</td>\n",
       "      <td>0.8331</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tracey Harmer</th>\n",
       "      <td>This was wonderful. Made me laugh and tear up too. Didn't think the Queen could top the James Bond video in 2012, but this was so adorable. Loved it!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.574, 'pos': 0.426, 'compound': 0.957}</td>\n",
       "      <td>0.9570</td>\n",
       "      <td>positive</td>\n",
       "      <td>this wonderful  made laugh tear too  didn t think queen could top james bond video   adorable  loved it</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.426, 'pos': 0.574, 'compound': 0.9451}</td>\n",
       "      <td>0.9451</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Randall Roña</th>\n",
       "      <td>Seeing Queen Elizabeth II and Paddington Bear made me smile on the face. \\n\\nHappy Jubilee, your Majesty. ♥️🇬🇧 From the Philippines 🇵🇭</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.763, 'pos': 0.237, 'compound': 0.7351}</td>\n",
       "      <td>0.7351</td>\n",
       "      <td>positive</td>\n",
       "      <td>seeing queen elizabeth ii paddington bear made smile face  happy jubilee  majesty  ♥🇬🇧 from philippines 🇵🇭</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.693, 'pos': 0.307, 'compound': 0.7351}</td>\n",
       "      <td>0.7351</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gerald</th>\n",
       "      <td>That 'Thank you for everything' from Paddington Bear brought me to tears.</td>\n",
       "      <td>{'neg': 0.132, 'neu': 0.694, 'pos': 0.174, 'compound': 0.1531}</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>positive</td>\n",
       "      <td>that  thank everything  paddington bear brought tears</td>\n",
       "      <td>{'neg': 0.202, 'neu': 0.532, 'pos': 0.266, 'compound': 0.1531}</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Fred the 'My Leg' Guy from Spongebob</th>\n",
       "      <td>I love how the concert opens up with Queen.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.625, 'pos': 0.375, 'compound': 0.6369}</td>\n",
       "      <td>0.6369</td>\n",
       "      <td>positive</td>\n",
       "      <td>i love concert opens queen</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.417, 'pos': 0.583, 'compound': 0.6369}</td>\n",
       "      <td>0.6369</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>HEALTH &amp; FINANCE</th>\n",
       "      <td>Wow!! Guys..the Queen is really strong at her Age...and this was hilarious...enjoyed it.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.58, 'pos': 0.42, 'compound': 0.8392}</td>\n",
       "      <td>0.8392</td>\n",
       "      <td>positive</td>\n",
       "      <td>wow  guys the queen really strong age and hilarious enjoyed it</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.343, 'pos': 0.657, 'compound': 0.9245}</td>\n",
       "      <td>0.9245</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>VAANYA MAHADEV</th>\n",
       "      <td>Her Majesty's wicked sense of humor. She said her lines like a pro.</td>\n",
       "      <td>{'neg': 0.2, 'neu': 0.529, 'pos': 0.271, 'compound': 0.0516}</td>\n",
       "      <td>0.0516</td>\n",
       "      <td>positive</td>\n",
       "      <td>her majesty s wicked sense humor  she said lines like pro</td>\n",
       "      <td>{'neg': 0.227, 'neu': 0.467, 'pos': 0.307, 'compound': 0.0516}</td>\n",
       "      <td>0.0516</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Black Pinups</th>\n",
       "      <td>Because of this sketch I bought some marmalade. 🙂😂 Two of my favorite British icons.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.812, 'pos': 0.188, 'compound': 0.4588}</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "      <td>because sketch i bought marmalade  🙂😂 two favorite british icons</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.727, 'pos': 0.273, 'compound': 0.4588}</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chilena Promedio Одобряю</th>\n",
       "      <td>Paddington and \"We Will Rock You\" with spoons. That's super cute and super cool.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.433, 'pos': 0.567, 'compound': 0.9201}</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "      <td>paddington  we will rock you  spoons  that s super cute super cool</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.348, 'pos': 0.652, 'compound': 0.9201}</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brenda G.P.</th>\n",
       "      <td>The fact that I got to watch the Queen pull a sandwich from her purse is all I needed. Lol.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.851, 'pos': 0.149, 'compound': 0.4215}</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "      <td>the fact i got watch queen pull sandwich purse i needed  lol</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.763, 'pos': 0.237, 'compound': 0.4215}</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salwatching</th>\n",
       "      <td>Her Majesty's grandchildren will have been delighted by such a sweet dialogue. Mine were tickled pink!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.664, 'pos': 0.336, 'compound': 0.7644}</td>\n",
       "      <td>0.7644</td>\n",
       "      <td>positive</td>\n",
       "      <td>her majesty s grandchildren delighted sweet dialogue  mine tickled pink</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.526, 'pos': 0.474, 'compound': 0.743}</td>\n",
       "      <td>0.7430</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bruce Angel</th>\n",
       "      <td>Timeless, iconic and charming.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.441, 'pos': 0.559, 'compound': 0.5859}</td>\n",
       "      <td>0.5859</td>\n",
       "      <td>positive</td>\n",
       "      <td>timeless  iconic charming</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.345, 'pos': 0.655, 'compound': 0.5859}</td>\n",
       "      <td>0.5859</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Anita J in FLA</th>\n",
       "      <td>Oh my Lords and Sweet Baby Ray's!!! \\nAbsolutely sweet video of Her Majesty and Paddington Bear! \\nTwo adorables enjoying an afternoon tea! \\n😊😊❤❤😊😊</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.648, 'pos': 0.352, 'compound': 0.897}</td>\n",
       "      <td>0.8970</td>\n",
       "      <td>positive</td>\n",
       "      <td>oh lords sweet baby ray s  absolutely sweet video her majesty paddington bear  two adorables enjoying afternoon tea  😊😊😊😊</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.615, 'pos': 0.385, 'compound': 0.8555}</td>\n",
       "      <td>0.8555</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>HiveMistress &amp; Her Guinea Pig Family</th>\n",
       "      <td>I LOVE this! Of course this beloved bear would be invited!🥰</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.46, 'pos': 0.54, 'compound': 0.8858}</td>\n",
       "      <td>0.8858</td>\n",
       "      <td>positive</td>\n",
       "      <td>i love this  of course beloved bear would invited 🥰</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.444, 'pos': 0.556, 'compound': 0.8176}</td>\n",
       "      <td>0.8176</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dueeh nyyu</th>\n",
       "      <td>I'm not a big royal family fan but this is really cute.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.596, 'pos': 0.404, 'compound': 0.7261}</td>\n",
       "      <td>0.7261</td>\n",
       "      <td>positive</td>\n",
       "      <td>i m big royal family fan really cute</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.417, 'pos': 0.583, 'compound': 0.6801}</td>\n",
       "      <td>0.6801</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Fish &amp; Ships</th>\n",
       "      <td>So much respect for the Queen. I hope she stays hale and hearty for years to come.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.69, 'pos': 0.31, 'compound': 0.7414}</td>\n",
       "      <td>0.7414</td>\n",
       "      <td>positive</td>\n",
       "      <td>so much respect queen  i hope stays hale hearty years come</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.56, 'pos': 0.44, 'compound': 0.7414}</td>\n",
       "      <td>0.7414</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MsSparklesNGlitter</th>\n",
       "      <td>OMG this is just the cutest thing ever. What a wonderful video done for the Jubilee. It was cheeky and made me smile. Wonderfully done !!!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.587, 'pos': 0.413, 'compound': 0.9411}</td>\n",
       "      <td>0.9411</td>\n",
       "      <td>positive</td>\n",
       "      <td>omg cutest thing ever  what wonderful video done jubilee  it cheeky made smile  wonderfully done</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.442, 'pos': 0.558, 'compound': 0.9313}</td>\n",
       "      <td>0.9313</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ava RoSe Sᴇx Cʜᴀɴɴᴇʟ 21</th>\n",
       "      <td>I think this was the sweetest way to start this jubilee. This made the Queen seem more kinder than I have ever seen her before. And it is the first time I have ever heard her speak so plainly . Thiis clip will be remebered for ever.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.923, 'pos': 0.077, 'compound': 0.5413}</td>\n",
       "      <td>0.5413</td>\n",
       "      <td>positive</td>\n",
       "      <td>i think sweetest way start jubilee  this made queen seem kinder i ever seen before  and first time i ever heard speak plainly   thiis clip remebered ever</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.878, 'pos': 0.122, 'compound': 0.4939}</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Skiddle DeDe</th>\n",
       "      <td>This was adorable. I really liked it. ❤️❤️❤️</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.443, 'pos': 0.557, 'compound': 0.7425}</td>\n",
       "      <td>0.7425</td>\n",
       "      <td>positive</td>\n",
       "      <td>this adorable  i really liked it</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.323, 'pos': 0.677, 'compound': 0.7425}</td>\n",
       "      <td>0.7425</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kristine Nicole Dela cerna</th>\n",
       "      <td>I love how the queen says \"SO DO I\" and the manner is👌</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.724, 'pos': 0.276, 'compound': 0.6369}</td>\n",
       "      <td>0.6369</td>\n",
       "      <td>positive</td>\n",
       "      <td>i love queen says  so do i  manner is👌</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.588, 'pos': 0.412, 'compound': 0.6369}</td>\n",
       "      <td>0.6369</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Just Arkon</th>\n",
       "      <td>Awfully decent lady her majesty is, I’m envious of not seeing this through a child’s eyes,  seeing for the first time. Does justice to the children’s book too, well done your majesty, kids everywhere will be watching this for years to come.  Absolutely legend.</td>\n",
       "      <td>{'neg': 0.044, 'neu': 0.84, 'pos': 0.116, 'compound': 0.5267}</td>\n",
       "      <td>0.5267</td>\n",
       "      <td>positive</td>\n",
       "      <td>awfully decent lady majesty is  i m envious seeing child s eyes  seeing first time  does justice children s book too  well done majesty  kids everywhere watching years come  absolutely legend</td>\n",
       "      <td>{'neg': 0.066, 'neu': 0.759, 'pos': 0.174, 'compound': 0.5267}</td>\n",
       "      <td>0.5267</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>George  III</th>\n",
       "      <td>Indescribably cute and sweet. Very heartfelt.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.235, 'pos': 0.765, 'compound': 0.8687}</td>\n",
       "      <td>0.8687</td>\n",
       "      <td>positive</td>\n",
       "      <td>indescribably cute sweet  very heartfelt</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.17, 'pos': 0.83, 'compound': 0.8687}</td>\n",
       "      <td>0.8687</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Eileen Pollock</th>\n",
       "      <td>That was a lovely afternoon tea with the Queen, who played her part to perfection - because she lives it. Tea with Paddington Bear!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.651, 'pos': 0.349, 'compound': 0.8805}</td>\n",
       "      <td>0.8805</td>\n",
       "      <td>positive</td>\n",
       "      <td>that lovely afternoon tea queen  played part perfection   lives it  tea paddington bear</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.503, 'pos': 0.497, 'compound': 0.872}</td>\n",
       "      <td>0.8720</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rotten On The Vine:  Dark Fiction</th>\n",
       "      <td>This was really adorable! Hello to all my British friends, from New York!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.605, 'pos': 0.395, 'compound': 0.8007}</td>\n",
       "      <td>0.8007</td>\n",
       "      <td>positive</td>\n",
       "      <td>this really adorable  hello british friends  new york</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.476, 'pos': 0.524, 'compound': 0.7645}</td>\n",
       "      <td>0.7645</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rosemary Allen</th>\n",
       "      <td>As far as I am concerned, that was the best bit of the jubilee so far, and I am sure that I speak for loyal bears everywhere.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.686, 'pos': 0.314, 'compound': 0.8625}</td>\n",
       "      <td>0.8625</td>\n",
       "      <td>positive</td>\n",
       "      <td>as far i concerned  best bit jubilee far  i sure i speak loyal bears everywhere</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.484, 'pos': 0.516, 'compound': 0.8625}</td>\n",
       "      <td>0.8625</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>KK</th>\n",
       "      <td>I don’t know why this bring tears to my eyes and I am not even British. I can’t imagine working for 70years. Thank you your majesty for your dedication and contribution to the country.</td>\n",
       "      <td>{'neg': 0.057, 'neu': 0.868, 'pos': 0.075, 'compound': 0.1531}</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>positive</td>\n",
       "      <td>i don t know bring tears eyes i even british  i can t imagine working years  thank majesty dedication contribution country</td>\n",
       "      <td>{'neg': 0.103, 'neu': 0.761, 'pos': 0.136, 'compound': 0.1531}</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Life</th>\n",
       "      <td>YASS QUEEENNN! She could probably pick up acting too!  I recently read a snippet of your diary entry in which you wrote of your father's coronation. I believe you were only 12 then, but you had exquisite penmanship! Just wanted to say congratulations on your platinum jubilee! Love, from Canada❤❤❤!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.785, 'pos': 0.215, 'compound': 0.9362}</td>\n",
       "      <td>0.9362</td>\n",
       "      <td>positive</td>\n",
       "      <td>yass queeennn  she could probably pick acting too  i recently read snippet diary entry wrote father s coronation  i believe  then  exquisite penmanship  just wanted say congratulations platinum jubilee  love  canada</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.762, 'pos': 0.238, 'compound': 0.8442}</td>\n",
       "      <td>0.8442</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>diggleboy</th>\n",
       "      <td>So sweet and lovable. Happy 70th Jubilee your Majesty! Thank you for your incredible service and steadfast reign.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.448, 'pos': 0.552, 'compound': 0.9437}</td>\n",
       "      <td>0.9437</td>\n",
       "      <td>positive</td>\n",
       "      <td>so sweet lovable  happy th jubilee majesty  thank incredible service steadfast reign</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.304, 'pos': 0.696, 'compound': 0.9436}</td>\n",
       "      <td>0.9436</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>JustJen</th>\n",
       "      <td>This and everything Jubilee has made me emotional and I'm not a royalist. I remember and enjoyed the street parties for the Jubilee in June 77 as a little girl though sniff sniff 😊</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.78, 'pos': 0.22, 'compound': 0.765}</td>\n",
       "      <td>0.7650</td>\n",
       "      <td>positive</td>\n",
       "      <td>this everything jubilee made emotional i m royalist  i remember enjoyed street parties jubilee june  little girl though sniff sniff 😊</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.648, 'pos': 0.352, 'compound': 0.765}</td>\n",
       "      <td>0.7650</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Charlotte</th>\n",
       "      <td>The Queen and Paddington Bear and marmalade sandwiches ,doesn’t get any better than that.  This was wonderful.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.694, 'pos': 0.306, 'compound': 0.765}</td>\n",
       "      <td>0.7650</td>\n",
       "      <td>positive</td>\n",
       "      <td>the queen paddington bear marmalade sandwiches  doesn t get better that  this wonderful</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.602, 'pos': 0.398, 'compound': 0.765}</td>\n",
       "      <td>0.7650</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kaitlyn Marie</th>\n",
       "      <td>this is the most wholesome thing i’ve seen all week, i love the queen 🥹🥹💜💜</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.756, 'pos': 0.244, 'compound': 0.6369}</td>\n",
       "      <td>0.6369</td>\n",
       "      <td>positive</td>\n",
       "      <td>wholesome thing i ve seen week  love queen 🥹🥹</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.625, 'pos': 0.375, 'compound': 0.6369}</td>\n",
       "      <td>0.6369</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NahuelFanboy2004</th>\n",
       "      <td>Jokes aside, this is pretty adorable! 🥰</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.257, 'pos': 0.743, 'compound': 0.8268}</td>\n",
       "      <td>0.8268</td>\n",
       "      <td>positive</td>\n",
       "      <td>jokes aside  pretty adorable  🥰</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.106, 'pos': 0.894, 'compound': 0.8126}</td>\n",
       "      <td>0.8126</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sue Smith</th>\n",
       "      <td>I don't have words to say how much I love our queen. She is funny and totally devoted to this country and others. We a not worthy.</td>\n",
       "      <td>{'neg': 0.074, 'neu': 0.615, 'pos': 0.311, 'compound': 0.8265}</td>\n",
       "      <td>0.8265</td>\n",
       "      <td>positive</td>\n",
       "      <td>i words say much i love queen  she funny totally devoted country others  we worthy</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.409, 'pos': 0.591, 'compound': 0.9184}</td>\n",
       "      <td>0.9184</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nocturna1964</th>\n",
       "      <td>You can clearly see Her Majesty is not faking her enjoyment of doing this sketch. The joy is so clearly shown in her eyes. This is even better than her turn at being a \"Bond girl\"! 😁</td>\n",
       "      <td>{'neg': 0.063, 'neu': 0.622, 'pos': 0.316, 'compound': 0.8957}</td>\n",
       "      <td>0.8957</td>\n",
       "      <td>positive</td>\n",
       "      <td>you clearly see her majesty faking enjoyment sketch  the joy clearly shown eyes  this even better turn  bond girl</td>\n",
       "      <td>{'neg': 0.089, 'neu': 0.413, 'pos': 0.498, 'compound': 0.9169}</td>\n",
       "      <td>0.9169</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Me Rodriguez</th>\n",
       "      <td>\"And thank you for everything\" 🥺 Love this woman 😘</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.472, 'pos': 0.528, 'compound': 0.7717}</td>\n",
       "      <td>0.7717</td>\n",
       "      <td>positive</td>\n",
       "      <td>and thank everything  🥺 love woman 😘</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.309, 'pos': 0.691, 'compound': 0.7717}</td>\n",
       "      <td>0.7717</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>・your non favorite person 👍・</th>\n",
       "      <td>This is truly adorable. The Queen is hilarious in her regal and proper manner.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "      <td>this truly adorable  the queen hilarious regal proper manner</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>The Love Strong Book Channel</th>\n",
       "      <td>One of the sweetest things I’ve ever seen. True class.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.763, 'pos': 0.237, 'compound': 0.4215}</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "      <td>one sweetest things i ve ever seen  true class</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.714, 'pos': 0.286, 'compound': 0.4215}</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>donna e</th>\n",
       "      <td>I think this was the sweetest way to start this jubilee. This made the Queen seem more kinder than I have ever seen her before. And it is the first time I have ever heard her speak so plainly . Thiis clip will be remebered for ever.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.923, 'pos': 0.077, 'compound': 0.5413}</td>\n",
       "      <td>0.5413</td>\n",
       "      <td>positive</td>\n",
       "      <td>i think sweetest way start jubilee  this made queen seem kinder i ever seen before  and first time i ever heard speak plainly   thiis clip remebered ever</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.878, 'pos': 0.122, 'compound': 0.4939}</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chef Dan's Hookah</th>\n",
       "      <td>Congratulations, Your Majesty. You deserve every minute of these festivities. Paddington, you lucky bear - you got to share tea with a living legend. Congratulations to you, too.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.569, 'pos': 0.431, 'compound': 0.9423}</td>\n",
       "      <td>0.9423</td>\n",
       "      <td>positive</td>\n",
       "      <td>congratulations  your majesty  you deserve every minute festivities  paddington  lucky bear   got share tea living legend  congratulations you  too</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.468, 'pos': 0.532, 'compound': 0.9423}</td>\n",
       "      <td>0.9423</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arthur Pendragon</th>\n",
       "      <td>\"And...Thank you. For everything.\"\\n\\nThat was wonderfully spoken.\\nOne can feel it came from the heart. Few words but meaningful nevertheless.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.779, 'pos': 0.221, 'compound': 0.6597}</td>\n",
       "      <td>0.6597</td>\n",
       "      <td>positive</td>\n",
       "      <td>and thank you  for everything  that wonderfully spoken  one feel came heart  few words meaningful nevertheless</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.599, 'pos': 0.401, 'compound': 0.8271}</td>\n",
       "      <td>0.8271</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Katy P.</th>\n",
       "      <td>I love Paddington, and this video is so cute. I was given my first Paddington Bear toy in the early 1970's, and I still have him, although he's somewhat battered.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.756, 'pos': 0.244, 'compound': 0.8429}</td>\n",
       "      <td>0.8429</td>\n",
       "      <td>positive</td>\n",
       "      <td>i love paddington  video cute  i given first paddington bear toy early  s  i still him  although he s somewhat battered</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.66, 'pos': 0.34, 'compound': 0.802}</td>\n",
       "      <td>0.8020</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kaivara</th>\n",
       "      <td>This is one of the absolute best things that has happened in a while. Happy Jubilee once again ma'am, and you are very lucky Paddington! :D</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.574, 'pos': 0.426, 'compound': 0.9484}</td>\n",
       "      <td>0.9484</td>\n",
       "      <td>positive</td>\n",
       "      <td>this one absolute best things happened while  happy jubilee ma am  lucky paddington   d</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.483, 'pos': 0.517, 'compound': 0.8934}</td>\n",
       "      <td>0.8934</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Liz R.</th>\n",
       "      <td>For a woman in her 90's, she's looks great &amp; still has a sense of humor about the coverage of her jubilee.  She's one of a kind for sure.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.638, 'pos': 0.362, 'compound': 0.8979}</td>\n",
       "      <td>0.8979</td>\n",
       "      <td>positive</td>\n",
       "      <td>for woman  s  looks great   still sense humor coverage jubilee  she s one kind sure</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.431, 'pos': 0.569, 'compound': 0.8979}</td>\n",
       "      <td>0.8979</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Justin Bowers</th>\n",
       "      <td>The Queen keeps emergency Marmalade Sandwiches in her purse…. My respect for her as gone up by several notches</td>\n",
       "      <td>{'neg': 0.115, 'neu': 0.749, 'pos': 0.137, 'compound': 0.128}</td>\n",
       "      <td>0.1280</td>\n",
       "      <td>positive</td>\n",
       "      <td>the queen keeps emergency marmalade sandwiches purse…  my respect gone several notches</td>\n",
       "      <td>{'neg': 0.166, 'neu': 0.637, 'pos': 0.197, 'compound': 0.128}</td>\n",
       "      <td>0.1280</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mike Wem</th>\n",
       "      <td>Makes me tear up and be proud of my heritage. I was such a skeptic as a young man and now I'm in love with her majesty</td>\n",
       "      <td>{'neg': 0.063, 'neu': 0.695, 'pos': 0.242, 'compound': 0.7506}</td>\n",
       "      <td>0.7506</td>\n",
       "      <td>positive</td>\n",
       "      <td>makes tear proud heritage  i skeptic young man i m love majesty</td>\n",
       "      <td>{'neg': 0.125, 'neu': 0.395, 'pos': 0.48, 'compound': 0.7506}</td>\n",
       "      <td>0.7506</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Addison\\t💦 𝔽**СК МЕ - СНЕℂ𝕂 𝕄𝕐 Рℝ𝟘𝔽𝕀𝕃Е💛</th>\n",
       "      <td>This is truly adorable. The Queen is hilarious in her regal and proper manner.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "      <td>this truly adorable  the queen hilarious regal proper manner</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>🔞Don't read profile photo</th>\n",
       "      <td>This is truly adorable. The Queen is hilarious in her regal and proper manner.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "      <td>this truly adorable  the queen hilarious regal proper manner</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Saras Watkin</th>\n",
       "      <td>Always wondered what the Queen carried in her handbag and now the whole world knows and sandwiches with crusts on. Love Paddington.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.833, 'pos': 0.167, 'compound': 0.6369}</td>\n",
       "      <td>0.6369</td>\n",
       "      <td>positive</td>\n",
       "      <td>always wondered queen carried handbag whole world knows sandwiches crusts on  love paddington</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.741, 'pos': 0.259, 'compound': 0.6369}</td>\n",
       "      <td>0.6369</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RogersBase</th>\n",
       "      <td>Very sweet!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.218, 'pos': 0.782, 'compound': 0.5551}</td>\n",
       "      <td>0.5551</td>\n",
       "      <td>positive</td>\n",
       "      <td>very sweet</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.233, 'pos': 0.767, 'compound': 0.5095}</td>\n",
       "      <td>0.5095</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rayyan and siblings Vlogs</th>\n",
       "      <td>I loved the way Queen talked with the Paddington bear. She is so kind and humble. Many many best wishes on the platinum jubilee .</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.575, 'pos': 0.425, 'compound': 0.9333}</td>\n",
       "      <td>0.9333</td>\n",
       "      <td>positive</td>\n",
       "      <td>i loved way queen talked paddington bear  she kind humble  many many best wishes platinum jubilee</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.456, 'pos': 0.544, 'compound': 0.9201}</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cqvio doli</th>\n",
       "      <td>Laughed myself silly The ending was very precious I believe Paddington Bear has a new fan in me!!!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.516, 'pos': 0.484, 'compound': 0.8825}</td>\n",
       "      <td>0.8825</td>\n",
       "      <td>positive</td>\n",
       "      <td>laughed silly the ending precious i believe paddington bear new fan me</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.409, 'pos': 0.591, 'compound': 0.8442}</td>\n",
       "      <td>0.8442</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tiredofpc K</th>\n",
       "      <td>How incredibly sweet, &amp; now we all know wher Her Majesty always carry’s a purse!  As a Yank, I truly admire her for her strength &amp; never waning loyalty to her country &amp; her people.</td>\n",
       "      <td>{'neg': 0.072, 'neu': 0.606, 'pos': 0.323, 'compound': 0.8731}</td>\n",
       "      <td>0.8731</td>\n",
       "      <td>positive</td>\n",
       "      <td>how incredibly sweet    know wher her majesty always carry s purse  as yank  i truly admire strength   never waning loyalty country   people</td>\n",
       "      <td>{'neg': 0.094, 'neu': 0.494, 'pos': 0.412, 'compound': 0.8639}</td>\n",
       "      <td>0.8639</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>darthstarkiller1912</th>\n",
       "      <td>Paddington is the kindest bear in the world, and he deserved to meet the queen. This was beautiful.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.813, 'pos': 0.187, 'compound': 0.5994}</td>\n",
       "      <td>0.5994</td>\n",
       "      <td>positive</td>\n",
       "      <td>paddington kindest bear world  deserved meet queen  this beautiful</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.634, 'pos': 0.366, 'compound': 0.6833}</td>\n",
       "      <td>0.6833</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Christine Buckingham</th>\n",
       "      <td>This is absolutely adorable and her Grandchildren will always treasure this sweet video! 🥰💖🐻🫅🏼💖</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.537, 'pos': 0.463, 'compound': 0.8585}</td>\n",
       "      <td>0.8585</td>\n",
       "      <td>positive</td>\n",
       "      <td>this absolutely adorable grandchildren always treasure sweet video  🥰💖🐻🫅💖</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.408, 'pos': 0.592, 'compound': 0.8268}</td>\n",
       "      <td>0.8268</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>John J. Apanovitch</th>\n",
       "      <td>This was absolutely wonderful. I’m happy the Queen got to celebrate her Jubilee. 😊</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.462, 'pos': 0.538, 'compound': 0.9128}</td>\n",
       "      <td>0.9128</td>\n",
       "      <td>positive</td>\n",
       "      <td>this absolutely wonderful  i m happy queen got celebrate jubilee  😊</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.3, 'pos': 0.7, 'compound': 0.9131}</td>\n",
       "      <td>0.9131</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Leib Moshe</th>\n",
       "      <td>This is truly adorable. The Queen is hilarious in her regal and proper manner.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "      <td>this truly adorable  the queen hilarious regal proper manner</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sock Huang Lim</th>\n",
       "      <td>It is heart warming when the Queen said \"that's very kind\".</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.862, 'pos': 0.138, 'compound': 0.1531}</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>positive</td>\n",
       "      <td>it heart warming queen said  that s kind</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.5, 'pos': 0.5, 'compound': 0.6124}</td>\n",
       "      <td>0.6124</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AGW</th>\n",
       "      <td>This is the cutest video ever and I am in love. I can't wait to show my kids 🤗</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.636, 'pos': 0.364, 'compound': 0.8402}</td>\n",
       "      <td>0.8402</td>\n",
       "      <td>positive</td>\n",
       "      <td>this cutest video ever i love  i can t wait show kids 🤗</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.467, 'pos': 0.533, 'compound': 0.8402}</td>\n",
       "      <td>0.8402</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Your Unknown Friend</th>\n",
       "      <td>This is truly adorable. The Queen is hilarious in her regal and proper manner.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "      <td>this truly adorable  the queen hilarious regal proper manner</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MNS healthy recipes</th>\n",
       "      <td>This was absolutely beautiful! 👏🥰\\nPaddington is such a sweet bear and you can never forget the emergency sandwich 💕</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.553, 'pos': 0.447, 'compound': 0.8843}</td>\n",
       "      <td>0.8843</td>\n",
       "      <td>positive</td>\n",
       "      <td>this absolutely beautiful  👏🥰 paddington sweet bear never forget emergency sandwich 💕</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.388, 'pos': 0.612, 'compound': 0.8763}</td>\n",
       "      <td>0.8763</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Olamide Akinola</th>\n",
       "      <td>I just gotta say I love the friendship Paddington and The Queen developed and also Ben Whishaw is a natural at playing Paddington.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.584, 'pos': 0.416, 'compound': 0.886}</td>\n",
       "      <td>0.8860</td>\n",
       "      <td>positive</td>\n",
       "      <td>i gotta say i love friendship paddington the queen developed also ben whishaw natural playing paddington</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.467, 'pos': 0.533, 'compound': 0.886}</td>\n",
       "      <td>0.8860</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cail Campbell</th>\n",
       "      <td>I absolutely LOVE the Queen! It's always heartwarming, to see Her lighter, softer side. Long live The Queen!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.627, 'pos': 0.373, 'compound': 0.8723}</td>\n",
       "      <td>0.8723</td>\n",
       "      <td>positive</td>\n",
       "      <td>i absolutely love queen  it s always heartwarming  see her lighter  softer side  long live the queen</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.631, 'pos': 0.369, 'compound': 0.8221}</td>\n",
       "      <td>0.8221</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pnuckel</th>\n",
       "      <td>This is so beautiful 😍 she has self humour, she showed it first in the James Bond Video. This is gorgeous. Not a Queen double, her majesty herself. Amazing 🤩</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.591, 'pos': 0.409, 'compound': 0.9508}</td>\n",
       "      <td>0.9508</td>\n",
       "      <td>positive</td>\n",
       "      <td>this beautiful 😍 self humour  showed first james bond video  this gorgeous  not queen double  majesty herself  amazing 🤩</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.455, 'pos': 0.545, 'compound': 0.9481}</td>\n",
       "      <td>0.9481</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Lights</th>\n",
       "      <td>I don’t know what we’ll do when the queen passes. She’s just amazing. 🇬🇧 👑</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.759, 'pos': 0.241, 'compound': 0.5859}</td>\n",
       "      <td>0.5859</td>\n",
       "      <td>positive</td>\n",
       "      <td>i don t know we ll queen passes  she s amazing  🇬🇧 👑</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.678, 'pos': 0.322, 'compound': 0.5859}</td>\n",
       "      <td>0.5859</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Robert Stevenson</th>\n",
       "      <td>In this remarkable sketch the Queen reveals why she is loved.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.545, 'pos': 0.455, 'compound': 0.8176}</td>\n",
       "      <td>0.8176</td>\n",
       "      <td>positive</td>\n",
       "      <td>in remarkable sketch queen reveals loved</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.348, 'pos': 0.652, 'compound': 0.8176}</td>\n",
       "      <td>0.8176</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rivka 🔥 21 y.0 -check My V!deo</th>\n",
       "      <td>This is truly adorable. The Queen is hilarious in her regal and proper manner.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "      <td>this truly adorable  the queen hilarious regal proper manner</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}</td>\n",
       "      <td>0.8316</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Orighomisan Dediare</th>\n",
       "      <td>Her Majesty is always surprising me like she did with the Bond skit she did. She still has her youthful demeanour just like when her father had just become king. Continue to be our brightest jewel in the Crown Ma'am</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.681, 'pos': 0.319, 'compound': 0.9313}</td>\n",
       "      <td>0.9313</td>\n",
       "      <td>positive</td>\n",
       "      <td>her majesty always surprising like bond skit did  she still youthful demeanour like father become king  continue brightest jewel crown ma am</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.502, 'pos': 0.498, 'compound': 0.9313}</td>\n",
       "      <td>0.9313</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>prati raj</th>\n",
       "      <td>The Queen is wonderful. She knows how to be with the times. After all she has worn that crown for 7 decades, it's not without knowing the heart of every generation she got to witness. True Royalty.</td>\n",
       "      <td>{'neg': 0.053, 'neu': 0.791, 'pos': 0.156, 'compound': 0.6486}</td>\n",
       "      <td>0.6486</td>\n",
       "      <td>positive</td>\n",
       "      <td>the queen wonderful  she knows times  after worn crown  decades  without knowing heart every generation got witness  true royalty</td>\n",
       "      <td>{'neg': 0.089, 'neu': 0.648, 'pos': 0.263, 'compound': 0.6486}</td>\n",
       "      <td>0.6486</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ROBSON JOSÉ DA SILVA</th>\n",
       "      <td>This lady is incredible. My brazilian respects to Her Majesty.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.796, 'pos': 0.204, 'compound': 0.3182}</td>\n",
       "      <td>0.3182</td>\n",
       "      <td>positive</td>\n",
       "      <td>this lady incredible  my brazilian respects her majesty</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.753, 'pos': 0.247, 'compound': 0.3182}</td>\n",
       "      <td>0.3182</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WillMeganFan</th>\n",
       "      <td>I'm not a staunch monarchist or anything but it's hard not to love this lady. How many Heads of State will agree to having tea with Paddington Bear? Utterly brilliant 🤣</td>\n",
       "      <td>{'neg': 0.154, 'neu': 0.624, 'pos': 0.222, 'compound': 0.5772}</td>\n",
       "      <td>0.5772</td>\n",
       "      <td>positive</td>\n",
       "      <td>i m staunch monarchist anything hard love lady  how many heads state agree tea paddington bear  utterly brilliant</td>\n",
       "      <td>{'neg': 0.058, 'neu': 0.496, 'pos': 0.446, 'compound': 0.8858}</td>\n",
       "      <td>0.8858</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>asos zan</th>\n",
       "      <td>Paddington is the kindest bear in the world, and he deserved to meet the queen. This was beautiful.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.813, 'pos': 0.187, 'compound': 0.5994}</td>\n",
       "      <td>0.5994</td>\n",
       "      <td>positive</td>\n",
       "      <td>paddington kindest bear world  deserved meet queen  this beautiful</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.634, 'pos': 0.366, 'compound': 0.6833}</td>\n",
       "      <td>0.6833</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Barbara Wilkins</th>\n",
       "      <td>Laughed myself silly‼️\\nThe ending was very precious❣️\\nI believe Paddington Bear has a new fan in me!!!🤗🥰</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.694, 'pos': 0.306, 'compound': 0.7332}</td>\n",
       "      <td>0.7332</td>\n",
       "      <td>positive</td>\n",
       "      <td>laughed silly‼ the ending precious❣ i believe paddington bear new fan me 🤗🥰</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.654, 'pos': 0.346, 'compound': 0.6486}</td>\n",
       "      <td>0.6486</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Melba Bowen</th>\n",
       "      <td>This scene with the Queen and Paddington Bear was my favorite part of the jubilee!</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.81, 'pos': 0.19, 'compound': 0.5093}</td>\n",
       "      <td>0.5093</td>\n",
       "      <td>positive</td>\n",
       "      <td>this scene queen paddington bear favorite part jubilee</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.7, 'pos': 0.3, 'compound': 0.4588}</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>OllyCybernetik827</th>\n",
       "      <td>The Queen, Simon Farnaby and Paddington all in one special was golden</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.803, 'pos': 0.197, 'compound': 0.4019}</td>\n",
       "      <td>0.4019</td>\n",
       "      <td>positive</td>\n",
       "      <td>the queen  simon farnaby paddington one special golden</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.722, 'pos': 0.278, 'compound': 0.4019}</td>\n",
       "      <td>0.4019</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cesar gonzalez</th>\n",
       "      <td>This is amazing... many, many congratulations to the Queen and to the person who had this wonderful idea... I would like to know...</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.638, 'pos': 0.362, 'compound': 0.8951}</td>\n",
       "      <td>0.8951</td>\n",
       "      <td>positive</td>\n",
       "      <td>this amazing  many  many congratulations queen person wonderful idea  i would like know</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.365, 'pos': 0.635, 'compound': 0.9313}</td>\n",
       "      <td>0.9313</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>катя книга</th>\n",
       "      <td>I am overwhelmed with a sense of gratitude, I cry and review again and again. Thank you Your Majesty for inventing the Paddington Bear so he could thank you for everything. At first I didn’t believe that the queen dressed a yellow-blue dress on her holiday, it really suits her, but when I saw Paddington during the meeting (he was voiced in Ukrainian by Zelensky), I burst into tears. I didn't expect this kind of support! Thank you!</td>\n",
       "      <td>{'neg': 0.054, 'neu': 0.752, 'pos': 0.193, 'compound': 0.851}</td>\n",
       "      <td>0.8510</td>\n",
       "      <td>positive</td>\n",
       "      <td>i overwhelmed sense gratitude  i cry review again  thank your majesty inventing paddington bear could thank everything  at first i didn t believe queen dressed yellow blue dress holiday  really suits her  i saw paddington meeting  he voiced ukrainian zelensky  i burst tears  i expect kind support  thank you</td>\n",
       "      <td>{'neg': 0.087, 'neu': 0.554, 'pos': 0.36, 'compound': 0.93}</td>\n",
       "      <td>0.9300</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>signbear999</th>\n",
       "      <td>They were literally playing Queen for the queen at the end. She obviously has a sense of humor.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.794, 'pos': 0.206, 'compound': 0.4404}</td>\n",
       "      <td>0.4404</td>\n",
       "      <td>positive</td>\n",
       "      <td>they literally playing queen queen end  she obviously sense humor</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.672, 'pos': 0.328, 'compound': 0.4404}</td>\n",
       "      <td>0.4404</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CRASH TO SMASH</th>\n",
       "      <td>Finally the Queen has outlived her dull advisors and can now act like a human being. I love her and her devotion to her country so nice to see her in this clip. Happy Jubilee!!!</td>\n",
       "      <td>{'neg': 0.057, 'neu': 0.567, 'pos': 0.376, 'compound': 0.945}</td>\n",
       "      <td>0.9450</td>\n",
       "      <td>positive</td>\n",
       "      <td>finally queen outlived dull advisors act like human being  i love devotion country nice see clip  happy jubilee</td>\n",
       "      <td>{'neg': 0.09, 'neu': 0.368, 'pos': 0.542, 'compound': 0.926}</td>\n",
       "      <td>0.9260</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kezza Kemble</th>\n",
       "      <td>You’ve gotta give the queen credit she does have a sense of humour</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.637, 'pos': 0.363, 'compound': 0.6908}</td>\n",
       "      <td>0.6908</td>\n",
       "      <td>positive</td>\n",
       "      <td>you ve gotta give queen credit sense humour</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.513, 'pos': 0.487, 'compound': 0.6908}</td>\n",
       "      <td>0.6908</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marianne faulkner</th>\n",
       "      <td>“That’s very Kind. “ Queen responds to Paddington. \\n\\nA Leader for 70 years whom just happened to be born a woman and still at 96 has wisdom and humor.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.714, 'pos': 0.286, 'compound': 0.8479}</td>\n",
       "      <td>0.8479</td>\n",
       "      <td>positive</td>\n",
       "      <td>“that s kind  “ queen responds paddington  a leader  years happened born woman still  wisdom humor</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.529, 'pos': 0.471, 'compound': 0.836}</td>\n",
       "      <td>0.8360</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CHITUS💙⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻</th>\n",
       "      <td>I think this was the sweetest way to start this jubilee. This made the Queen seem more kinder than I have ever seen her before. And it is the first time I have ever heard her speak so plainly . Thiis clip will be remebered for ever.</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.923, 'pos': 0.077, 'compound': 0.5413}</td>\n",
       "      <td>0.5413</td>\n",
       "      <td>positive</td>\n",
       "      <td>i think sweetest way start jubilee  this made queen seem kinder i ever seen before  and first time i ever heard speak plainly   thiis clip remebered ever</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.878, 'pos': 0.122, 'compound': 0.4939}</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hayden Blanchard</th>\n",
       "      <td>Her majesty has always struck me as a kind, creative and loving soul. this video clip is one of many that proves it.</td>\n",
       "      <td>{'neg': 0.066, 'neu': 0.596, 'pos': 0.338, 'compound': 0.8481}</td>\n",
       "      <td>0.8481</td>\n",
       "      <td>positive</td>\n",
       "      <td>her majesty always struck kind  creative loving soul  video clip one many proves it</td>\n",
       "      <td>{'neg': 0.09, 'neu': 0.45, 'pos': 0.459, 'compound': 0.8481}</td>\n",
       "      <td>0.8481</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Natalie Vu</th>\n",
       "      <td>Loved him when I was a kid!\\nI think we all wore his coat in the 80's</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.756, 'pos': 0.244, 'compound': 0.636}</td>\n",
       "      <td>0.6360</td>\n",
       "      <td>positive</td>\n",
       "      <td>loved i kid  i think wore coat  s</td>\n",
       "      <td>{'neg': 0.0, 'neu': 0.506, 'pos': 0.494, 'compound': 0.5994}</td>\n",
       "      <td>0.5994</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Comments  \\\n",
       "Moongazey Cat                                                                                                                                                                                                                                                                                                                                                                                                                                       Isn't this just adorable? She is such a sport 😀💜💜   \n",
       "CaNNeD CRaZy                                                                                                                                                                                                                                                                                                                             \"Thank you ma'am.....for everything!!!\"\\n\\nShe is living history! When she goes the world will never see anyone else like her again. It will be devastating.   \n",
       "Jamie W                                                                                                                                                                                                                                                                                                                                                                                                                                                   I got tears in my eyes when i watched this.   \n",
       "Malthizar                                                                                                                                                                                                                                                                                                                                                                                                                      If anyone deserves to have an audience with the Queen, it's Paddington   \n",
       "liouy cnny                                                                                                                                                                                                                                                                                                                                                Absolutely priceless , way too short, I could have watched Elizabeth and Paddington for much longer, my favourite part of the whole 4 days.   \n",
       "OAKWOOD FARM                                                                                                                                                                                                                                                                                                                                              Absolutely priceless , way too short, I could have watched Elizabeth and Paddington for much longer, my favourite part of the whole 4 days.   \n",
       "silou                                                                                                                                                                                                                                                                                                                                                                                                                           The Queen should win an Academy Award for this...natural Born actress   \n",
       "Ivy\\t 🔥𝐆𝐨 𝐓𝐨 𝐌𝐲 𝐂𝐡𝐚𝐧𝐧𝐞𝐥 [𝐋!𝐯𝐞]                                                                                                                                                                                                                                                                                                                                                                                         This is truly adorable. The Queen is hilarious in her regal and proper manner.   \n",
       "Caitie                                                                                                                                                                                                                                                                                                                                                                                                                       This made me tear up a little. I love the Queen and I'm not even British   \n",
       "Duchess_of_Petty                                                                                                                                                                                                                                                                                                                                                                                                                                               Paddington is the most adorable thing.   \n",
       "a priori on toast                                                                                                                                                                                                                                                                                                                                                                                                                             I'm not a big royal family fan but this is really cute.   \n",
       "madmommy                                                                                                                                                                                                                                                                                                                                                                                               I have been a Paddington Bear fan since I was little (I’m in my late 40s). This was fantastic.   \n",
       "Janette Kirk                                                                                                                                                                                                                                                                                                                                                                                                                      So wonderful. Perfect timing by the Queen. She's perfect,i love her   \n",
       "Guardian News                                                   Prince Charles pays tribute to the Queen’s ‘lifetime of selfless service’ ► https://www.theguardian.com/uk-news/2022/jun/04/prince-charles-pays-tribute-to-the-queens-lifetime-of-selfless-service\\n\\nQueen’s platinum jubilee concert 2022: the Platinum Party at the Palace – as it happened ► https://www.theguardian.com/music/live/2022/jun/04/queens-platinum-jubilee-concert-2022-follow-the-platinum-party-at-the-palace-live   \n",
       "Christof FELLNER                                                                                                                                                                                                                                                                                                                                                                                                           The Queen indeed has a lot of humor to participate in such a funny sketch.   \n",
       "Shannon Bradley                                                                                                                                                                                                                                                                                                                                                                                                                                        LOVE this. The Queen has great comedic timing.   \n",
       "Cecilia Layer                                                                                                                                                                                                                                                                                                                                                                                                    Very excellent, very entertaining indeed. She is really \"the Queen of Queens\" 🌟👍🌟🌟👍🌟   \n",
       "ReservoirTip                                                                                                                                                                   Queen Elizabeth is amazing. She's by far the most famous person on Earth, having spent 96 years in the public eye, all without a hint of a smidgen of an inkling of personal scandal. Think about how many people can't handle 96 weeks of fame, or even 96 days, without embarrassing themselves or self-destructing.   \n",
       "Tracey Harmer                                                                                                                                                                                                                                                                                                                                   This was wonderful. Made me laugh and tear up too. Didn't think the Queen could top the James Bond video in 2012, but this was so adorable. Loved it!   \n",
       "Randall Roña                                                                                                                                                                                                                                                                                                                                                   Seeing Queen Elizabeth II and Paddington Bear made me smile on the face. \\n\\nHappy Jubilee, your Majesty. ♥️🇬🇧 From the Philippines 🇵🇭   \n",
       "Gerald                                                                                                                                                                                                                                                                                                                                                                                                                      That 'Thank you for everything' from Paddington Bear brought me to tears.   \n",
       "Fred the 'My Leg' Guy from Spongebob                                                                                                                                                                                                                                                                                                                                                                                                                      I love how the concert opens up with Queen.   \n",
       "HEALTH & FINANCE                                                                                                                                                                                                                                                                                                                                                                                             Wow!! Guys..the Queen is really strong at her Age...and this was hilarious...enjoyed it.   \n",
       "VAANYA MAHADEV                                                                                                                                                                                                                                                                                                                                                                                                                    Her Majesty's wicked sense of humor. She said her lines like a pro.   \n",
       "Black Pinups                                                                                                                                                                                                                                                                                                                                                                                                     Because of this sketch I bought some marmalade. 🙂😂 Two of my favorite British icons.   \n",
       "Chilena Promedio Одобряю                                                                                                                                                                                                                                                                                                                                                                                             Paddington and \"We Will Rock You\" with spoons. That's super cute and super cool.   \n",
       "Brenda G.P.                                                                                                                                                                                                                                                                                                                                                                                               The fact that I got to watch the Queen pull a sandwich from her purse is all I needed. Lol.   \n",
       "salwatching                                                                                                                                                                                                                                                                                                                                                                                    Her Majesty's grandchildren will have been delighted by such a sweet dialogue. Mine were tickled pink!   \n",
       "Bruce Angel                                                                                                                                                                                                                                                                                                                                                                                                                                                            Timeless, iconic and charming.   \n",
       "Anita J in FLA                                                                                                                                                                                                                                                                                                                                   Oh my Lords and Sweet Baby Ray's!!! \\nAbsolutely sweet video of Her Majesty and Paddington Bear! \\nTwo adorables enjoying an afternoon tea! \\n😊😊❤❤😊😊   \n",
       "HiveMistress & Her Guinea Pig Family                                                                                                                                                                                                                                                                                                                                                                                                      I LOVE this! Of course this beloved bear would be invited!🥰   \n",
       "dueeh nyyu                                                                                                                                                                                                                                                                                                                                                                                                                                    I'm not a big royal family fan but this is really cute.   \n",
       "Fish & Ships                                                                                                                                                                                                                                                                                                                                                                                                       So much respect for the Queen. I hope she stays hale and hearty for years to come.   \n",
       "MsSparklesNGlitter                                                                                                                                                                                                                                                                                                                                         OMG this is just the cutest thing ever. What a wonderful video done for the Jubilee. It was cheeky and made me smile. Wonderfully done !!!   \n",
       "Ava RoSe Sᴇx Cʜᴀɴɴᴇʟ 21                                                                                                                                                                                                                                      I think this was the sweetest way to start this jubilee. This made the Queen seem more kinder than I have ever seen her before. And it is the first time I have ever heard her speak so plainly . Thiis clip will be remebered for ever.   \n",
       "Skiddle DeDe                                                                                                                                                                                                                                                                                                                                                                                                                                             This was adorable. I really liked it. ❤️❤️❤️   \n",
       "Kristine Nicole Dela cerna                                                                                                                                                                                                                                                                                                                                                                                                                     I love how the queen says \"SO DO I\" and the manner is👌   \n",
       "Just Arkon                                                                                                                                                                                                                       Awfully decent lady her majesty is, I’m envious of not seeing this through a child’s eyes,  seeing for the first time. Does justice to the children’s book too, well done your majesty, kids everywhere will be watching this for years to come.  Absolutely legend.   \n",
       "George  III                                                                                                                                                                                                                                                                                                                                                                                                                                             Indescribably cute and sweet. Very heartfelt.   \n",
       "Eileen Pollock                                                                                                                                                                                                                                                                                                                                                    That was a lovely afternoon tea with the Queen, who played her part to perfection - because she lives it. Tea with Paddington Bear!   \n",
       "Rotten On The Vine:  Dark Fiction                                                                                                                                                                                                                                                                                                                                                                                           This was really adorable! Hello to all my British friends, from New York!   \n",
       "Rosemary Allen                                                                                                                                                                                                                                                                                                                                                          As far as I am concerned, that was the best bit of the jubilee so far, and I am sure that I speak for loyal bears everywhere.   \n",
       "KK                                                                                                                                                                                                                                                                                                           I don’t know why this bring tears to my eyes and I am not even British. I can’t imagine working for 70years. Thank you your majesty for your dedication and contribution to the country.   \n",
       "Life                                                                                                                                                                                       YASS QUEEENNN! She could probably pick up acting too!  I recently read a snippet of your diary entry in which you wrote of your father's coronation. I believe you were only 12 then, but you had exquisite penmanship! Just wanted to say congratulations on your platinum jubilee! Love, from Canada❤❤❤!   \n",
       "diggleboy                                                                                                                                                                                                                                                                                                                                                                           So sweet and lovable. Happy 70th Jubilee your Majesty! Thank you for your incredible service and steadfast reign.   \n",
       "JustJen                                                                                                                                                                                                                                                                                                          This and everything Jubilee has made me emotional and I'm not a royalist. I remember and enjoyed the street parties for the Jubilee in June 77 as a little girl though sniff sniff 😊   \n",
       "Charlotte                                                                                                                                                                                                                                                                                                                                                                              The Queen and Paddington Bear and marmalade sandwiches ,doesn’t get any better than that.  This was wonderful.   \n",
       "Kaitlyn Marie                                                                                                                                                                                                                                                                                                                                                                                                              this is the most wholesome thing i’ve seen all week, i love the queen 🥹🥹💜💜   \n",
       "NahuelFanboy2004                                                                                                                                                                                                                                                                                                                                                                                                                                              Jokes aside, this is pretty adorable! 🥰   \n",
       "Sue Smith                                                                                                                                                                                                                                                                                                                                                          I don't have words to say how much I love our queen. She is funny and totally devoted to this country and others. We a not worthy.   \n",
       "Nocturna1964                                                                                                                                                                                                                                                                                                   You can clearly see Her Majesty is not faking her enjoyment of doing this sketch. The joy is so clearly shown in her eyes. This is even better than her turn at being a \"Bond girl\"! 😁   \n",
       "Me Rodriguez                                                                                                                                                                                                                                                                                                                                                                                                                                       \"And thank you for everything\" 🥺 Love this woman 😘   \n",
       "・your non favorite person 👍・                                                                                                                                                                                                                                                                                                                                                                                           This is truly adorable. The Queen is hilarious in her regal and proper manner.   \n",
       "The Love Strong Book Channel                                                                                                                                                                                                                                                                                                                                                                                                                   One of the sweetest things I’ve ever seen. True class.   \n",
       "donna e                                                                                                                                                                                                                                                      I think this was the sweetest way to start this jubilee. This made the Queen seem more kinder than I have ever seen her before. And it is the first time I have ever heard her speak so plainly . Thiis clip will be remebered for ever.   \n",
       "Chef Dan's Hookah                                                                                                                                                                                                                                                                                                  Congratulations, Your Majesty. You deserve every minute of these festivities. Paddington, you lucky bear - you got to share tea with a living legend. Congratulations to you, too.   \n",
       "Arthur Pendragon                                                                                                                                                                                                                                                                                                                                      \"And...Thank you. For everything.\"\\n\\nThat was wonderfully spoken.\\nOne can feel it came from the heart. Few words but meaningful nevertheless.   \n",
       "Katy P.                                                                                                                                                                                                                                                                                                                            I love Paddington, and this video is so cute. I was given my first Paddington Bear toy in the early 1970's, and I still have him, although he's somewhat battered.   \n",
       "Kaivara                                                                                                                                                                                                                                                                                                                                                   This is one of the absolute best things that has happened in a while. Happy Jubilee once again ma'am, and you are very lucky Paddington! :D   \n",
       "Liz R.                                                                                                                                                                                                                                                                                                                                                      For a woman in her 90's, she's looks great & still has a sense of humor about the coverage of her jubilee.  She's one of a kind for sure.   \n",
       "Justin Bowers                                                                                                                                                                                                                                                                                                                                                                          The Queen keeps emergency Marmalade Sandwiches in her purse…. My respect for her as gone up by several notches   \n",
       "Mike Wem                                                                                                                                                                                                                                                                                                                                                                       Makes me tear up and be proud of my heritage. I was such a skeptic as a young man and now I'm in love with her majesty   \n",
       "Addison\\t💦 𝔽**СК МЕ - СНЕℂ𝕂 𝕄𝕐 Рℝ𝟘𝔽𝕀𝕃Е💛                                                                                                                                                                                                                                                                                                                                                                                This is truly adorable. The Queen is hilarious in her regal and proper manner.   \n",
       "🔞Don't read profile photo                                                                                                                                                                                                                                                                                                                                                                                              This is truly adorable. The Queen is hilarious in her regal and proper manner.   \n",
       "Saras Watkin                                                                                                                                                                                                                                                                                                                                                      Always wondered what the Queen carried in her handbag and now the whole world knows and sandwiches with crusts on. Love Paddington.   \n",
       "RogersBase                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Very sweet!   \n",
       "Rayyan and siblings Vlogs                                                                                                                                                                                                                                                                                                                                           I loved the way Queen talked with the Paddington bear. She is so kind and humble. Many many best wishes on the platinum jubilee .   \n",
       "cqvio doli                                                                                                                                                                                                                                                                                                                                                                                         Laughed myself silly The ending was very precious I believe Paddington Bear has a new fan in me!!!   \n",
       "tiredofpc K                                                                                                                                                                                                                                                                                                      How incredibly sweet, & now we all know wher Her Majesty always carry’s a purse!  As a Yank, I truly admire her for her strength & never waning loyalty to her country & her people.   \n",
       "darthstarkiller1912                                                                                                                                                                                                                                                                                                                                                                               Paddington is the kindest bear in the world, and he deserved to meet the queen. This was beautiful.   \n",
       "Christine Buckingham                                                                                                                                                                                                                                                                                                                                                                                  This is absolutely adorable and her Grandchildren will always treasure this sweet video! 🥰💖🐻🫅🏼💖   \n",
       "John J. Apanovitch                                                                                                                                                                                                                                                                                                                                                                                                 This was absolutely wonderful. I’m happy the Queen got to celebrate her Jubilee. 😊   \n",
       "Leib Moshe                                                                                                                                                                                                                                                                                                                                                                                                             This is truly adorable. The Queen is hilarious in her regal and proper manner.   \n",
       "Sock Huang Lim                                                                                                                                                                                                                                                                                                                                                                                                                            It is heart warming when the Queen said \"that's very kind\".   \n",
       "AGW                                                                                                                                                                                                                                                                                                                                                                                                                    This is the cutest video ever and I am in love. I can't wait to show my kids 🤗   \n",
       " Your Unknown Friend                                                                                                                                                                                                                                                                                                                                                                                                   This is truly adorable. The Queen is hilarious in her regal and proper manner.   \n",
       "MNS healthy recipes                                                                                                                                                                                                                                                                                                                                                              This was absolutely beautiful! 👏🥰\\nPaddington is such a sweet bear and you can never forget the emergency sandwich 💕   \n",
       "Olamide Akinola                                                                                                                                                                                                                                                                                                                                                    I just gotta say I love the friendship Paddington and The Queen developed and also Ben Whishaw is a natural at playing Paddington.   \n",
       "Cail Campbell                                                                                                                                                                                                                                                                                                                                                                            I absolutely LOVE the Queen! It's always heartwarming, to see Her lighter, softer side. Long live The Queen!   \n",
       "pnuckel                                                                                                                                                                                                                                                                                                                                 This is so beautiful 😍 she has self humour, she showed it first in the James Bond Video. This is gorgeous. Not a Queen double, her majesty herself. Amazing 🤩   \n",
       "Northern Lights                                                                                                                                                                                                                                                                                                                                                                                                            I don’t know what we’ll do when the queen passes. She’s just amazing. 🇬🇧 👑   \n",
       "Robert Stevenson                                                                                                                                                                                                                                                                                                                                                                                                                        In this remarkable sketch the Queen reveals why she is loved.   \n",
       "Rivka 🔥 21 y.0 -check My V!deo                                                                                                                                                                                                                                                                                                                                                                                         This is truly adorable. The Queen is hilarious in her regal and proper manner.   \n",
       "Orighomisan Dediare                                                                                                                                                                                                                                                           Her Majesty is always surprising me like she did with the Bond skit she did. She still has her youthful demeanour just like when her father had just become king. Continue to be our brightest jewel in the Crown Ma'am   \n",
       "prati raj                                                                                                                                                                                                                                                                                       The Queen is wonderful. She knows how to be with the times. After all she has worn that crown for 7 decades, it's not without knowing the heart of every generation she got to witness. True Royalty.   \n",
       "ROBSON JOSÉ DA SILVA                                                                                                                                                                                                                                                                                                                                                                                                                   This lady is incredible. My brazilian respects to Her Majesty.   \n",
       "WillMeganFan                                                                                                                                                                                                                                                                                                                 I'm not a staunch monarchist or anything but it's hard not to love this lady. How many Heads of State will agree to having tea with Paddington Bear? Utterly brilliant 🤣   \n",
       "asos zan                                                                                                                                                                                                                                                                                                                                                                                          Paddington is the kindest bear in the world, and he deserved to meet the queen. This was beautiful.   \n",
       "Barbara Wilkins                                                                                                                                                                                                                                                                                                                                                                            Laughed myself silly‼️\\nThe ending was very precious❣️\\nI believe Paddington Bear has a new fan in me!!!🤗🥰   \n",
       "Melba Bowen                                                                                                                                                                                                                                                                                                                                                                                                        This scene with the Queen and Paddington Bear was my favorite part of the jubilee!   \n",
       "OllyCybernetik827                                                                                                                                                                                                                                                                                                                                                                                                               The Queen, Simon Farnaby and Paddington all in one special was golden   \n",
       "cesar gonzalez                                                                                                                                                                                                                                                                                                                                                    This is amazing... many, many congratulations to the Queen and to the person who had this wonderful idea... I would like to know...   \n",
       "катя книга                                         I am overwhelmed with a sense of gratitude, I cry and review again and again. Thank you Your Majesty for inventing the Paddington Bear so he could thank you for everything. At first I didn’t believe that the queen dressed a yellow-blue dress on her holiday, it really suits her, but when I saw Paddington during the meeting (he was voiced in Ukrainian by Zelensky), I burst into tears. I didn't expect this kind of support! Thank you!   \n",
       "signbear999                                                                                                                                                                                                                                                                                                                                                                                           They were literally playing Queen for the queen at the end. She obviously has a sense of humor.   \n",
       "CRASH TO SMASH                                                                                                                                                                                                                                                                                                      Finally the Queen has outlived her dull advisors and can now act like a human being. I love her and her devotion to her country so nice to see her in this clip. Happy Jubilee!!!   \n",
       "Kezza Kemble                                                                                                                                                                                                                                                                                                                                                                                                                       You’ve gotta give the queen credit she does have a sense of humour   \n",
       "marianne faulkner                                                                                                                                                                                                                                                                                                                            “That’s very Kind. “ Queen responds to Paddington. \\n\\nA Leader for 70 years whom just happened to be born a woman and still at 96 has wisdom and humor.   \n",
       "CHITUS💙⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻                                                                                                                                                                                                            I think this was the sweetest way to start this jubilee. This made the Queen seem more kinder than I have ever seen her before. And it is the first time I have ever heard her speak so plainly . Thiis clip will be remebered for ever.   \n",
       "Hayden Blanchard                                                                                                                                                                                                                                                                                                                                                                 Her majesty has always struck me as a kind, creative and loving soul. this video clip is one of many that proves it.   \n",
       "Natalie Vu                                                                                                                                                                                                                                                                                                                                                                                                                      Loved him when I was a kid!\\nI think we all wore his coat in the 80's   \n",
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       "Rosemary Allen                                       {'neg': 0.0, 'neu': 0.686, 'pos': 0.314, 'compound': 0.8625}   \n",
       "KK                                                 {'neg': 0.057, 'neu': 0.868, 'pos': 0.075, 'compound': 0.1531}   \n",
       "Life                                                 {'neg': 0.0, 'neu': 0.785, 'pos': 0.215, 'compound': 0.9362}   \n",
       "diggleboy                                            {'neg': 0.0, 'neu': 0.448, 'pos': 0.552, 'compound': 0.9437}   \n",
       "JustJen                                                 {'neg': 0.0, 'neu': 0.78, 'pos': 0.22, 'compound': 0.765}   \n",
       "Charlotte                                             {'neg': 0.0, 'neu': 0.694, 'pos': 0.306, 'compound': 0.765}   \n",
       "Kaitlyn Marie                                        {'neg': 0.0, 'neu': 0.756, 'pos': 0.244, 'compound': 0.6369}   \n",
       "NahuelFanboy2004                                     {'neg': 0.0, 'neu': 0.257, 'pos': 0.743, 'compound': 0.8268}   \n",
       "Sue Smith                                          {'neg': 0.074, 'neu': 0.615, 'pos': 0.311, 'compound': 0.8265}   \n",
       "Nocturna1964                                       {'neg': 0.063, 'neu': 0.622, 'pos': 0.316, 'compound': 0.8957}   \n",
       "Me Rodriguez                                         {'neg': 0.0, 'neu': 0.472, 'pos': 0.528, 'compound': 0.7717}   \n",
       "・your non favorite person 👍・                         {'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}   \n",
       "The Love Strong Book Channel                         {'neg': 0.0, 'neu': 0.763, 'pos': 0.237, 'compound': 0.4215}   \n",
       "donna e                                              {'neg': 0.0, 'neu': 0.923, 'pos': 0.077, 'compound': 0.5413}   \n",
       "Chef Dan's Hookah                                    {'neg': 0.0, 'neu': 0.569, 'pos': 0.431, 'compound': 0.9423}   \n",
       "Arthur Pendragon                                     {'neg': 0.0, 'neu': 0.779, 'pos': 0.221, 'compound': 0.6597}   \n",
       "Katy P.                                              {'neg': 0.0, 'neu': 0.756, 'pos': 0.244, 'compound': 0.8429}   \n",
       "Kaivara                                              {'neg': 0.0, 'neu': 0.574, 'pos': 0.426, 'compound': 0.9484}   \n",
       "Liz R.                                               {'neg': 0.0, 'neu': 0.638, 'pos': 0.362, 'compound': 0.8979}   \n",
       "Justin Bowers                                       {'neg': 0.115, 'neu': 0.749, 'pos': 0.137, 'compound': 0.128}   \n",
       "Mike Wem                                           {'neg': 0.063, 'neu': 0.695, 'pos': 0.242, 'compound': 0.7506}   \n",
       "Addison\\t💦 𝔽**СК МЕ - СНЕℂ𝕂 𝕄𝕐 Рℝ𝟘𝔽𝕀𝕃Е💛              {'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}   \n",
       "🔞Don't read profile photo                            {'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}   \n",
       "Saras Watkin                                         {'neg': 0.0, 'neu': 0.833, 'pos': 0.167, 'compound': 0.6369}   \n",
       "RogersBase                                           {'neg': 0.0, 'neu': 0.218, 'pos': 0.782, 'compound': 0.5551}   \n",
       "Rayyan and siblings Vlogs                            {'neg': 0.0, 'neu': 0.575, 'pos': 0.425, 'compound': 0.9333}   \n",
       "cqvio doli                                           {'neg': 0.0, 'neu': 0.516, 'pos': 0.484, 'compound': 0.8825}   \n",
       "tiredofpc K                                        {'neg': 0.072, 'neu': 0.606, 'pos': 0.323, 'compound': 0.8731}   \n",
       "darthstarkiller1912                                  {'neg': 0.0, 'neu': 0.813, 'pos': 0.187, 'compound': 0.5994}   \n",
       "Christine Buckingham                                 {'neg': 0.0, 'neu': 0.537, 'pos': 0.463, 'compound': 0.8585}   \n",
       "John J. Apanovitch                                   {'neg': 0.0, 'neu': 0.462, 'pos': 0.538, 'compound': 0.9128}   \n",
       "Leib Moshe                                           {'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}   \n",
       "Sock Huang Lim                                       {'neg': 0.0, 'neu': 0.862, 'pos': 0.138, 'compound': 0.1531}   \n",
       "AGW                                                  {'neg': 0.0, 'neu': 0.636, 'pos': 0.364, 'compound': 0.8402}   \n",
       " Your Unknown Friend                                 {'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}   \n",
       "MNS healthy recipes                                  {'neg': 0.0, 'neu': 0.553, 'pos': 0.447, 'compound': 0.8843}   \n",
       "Olamide Akinola                                       {'neg': 0.0, 'neu': 0.584, 'pos': 0.416, 'compound': 0.886}   \n",
       "Cail Campbell                                        {'neg': 0.0, 'neu': 0.627, 'pos': 0.373, 'compound': 0.8723}   \n",
       "pnuckel                                              {'neg': 0.0, 'neu': 0.591, 'pos': 0.409, 'compound': 0.9508}   \n",
       "Northern Lights                                      {'neg': 0.0, 'neu': 0.759, 'pos': 0.241, 'compound': 0.5859}   \n",
       "Robert Stevenson                                     {'neg': 0.0, 'neu': 0.545, 'pos': 0.455, 'compound': 0.8176}   \n",
       "Rivka 🔥 21 y.0 -check My V!deo                       {'neg': 0.0, 'neu': 0.556, 'pos': 0.444, 'compound': 0.8316}   \n",
       "Orighomisan Dediare                                  {'neg': 0.0, 'neu': 0.681, 'pos': 0.319, 'compound': 0.9313}   \n",
       "prati raj                                          {'neg': 0.053, 'neu': 0.791, 'pos': 0.156, 'compound': 0.6486}   \n",
       "ROBSON JOSÉ DA SILVA                                 {'neg': 0.0, 'neu': 0.796, 'pos': 0.204, 'compound': 0.3182}   \n",
       "WillMeganFan                                       {'neg': 0.154, 'neu': 0.624, 'pos': 0.222, 'compound': 0.5772}   \n",
       "asos zan                                             {'neg': 0.0, 'neu': 0.813, 'pos': 0.187, 'compound': 0.5994}   \n",
       "Barbara Wilkins                                      {'neg': 0.0, 'neu': 0.694, 'pos': 0.306, 'compound': 0.7332}   \n",
       "Melba Bowen                                            {'neg': 0.0, 'neu': 0.81, 'pos': 0.19, 'compound': 0.5093}   \n",
       "OllyCybernetik827                                    {'neg': 0.0, 'neu': 0.803, 'pos': 0.197, 'compound': 0.4019}   \n",
       "cesar gonzalez                                       {'neg': 0.0, 'neu': 0.638, 'pos': 0.362, 'compound': 0.8951}   \n",
       "катя книга                                          {'neg': 0.054, 'neu': 0.752, 'pos': 0.193, 'compound': 0.851}   \n",
       "signbear999                                          {'neg': 0.0, 'neu': 0.794, 'pos': 0.206, 'compound': 0.4404}   \n",
       "CRASH TO SMASH                                      {'neg': 0.057, 'neu': 0.567, 'pos': 0.376, 'compound': 0.945}   \n",
       "Kezza Kemble                                         {'neg': 0.0, 'neu': 0.637, 'pos': 0.363, 'compound': 0.6908}   \n",
       "marianne faulkner                                    {'neg': 0.0, 'neu': 0.714, 'pos': 0.286, 'compound': 0.8479}   \n",
       "CHITUS💙⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻    {'neg': 0.0, 'neu': 0.923, 'pos': 0.077, 'compound': 0.5413}   \n",
       "Hayden Blanchard                                   {'neg': 0.066, 'neu': 0.596, 'pos': 0.338, 'compound': 0.8481}   \n",
       "Natalie Vu                                            {'neg': 0.0, 'neu': 0.756, 'pos': 0.244, 'compound': 0.636}   \n",
       "\n",
       "                                                   Compound  Polarity  \\\n",
       "Moongazey Cat                                       -0.3875  negative   \n",
       "CaNNeD CRaZy                                        -0.3544  negative   \n",
       "Jamie W                                             -0.2263  negative   \n",
       "Malthizar                                            0.0000   neutral   \n",
       "liouy cnny                                           0.0000   neutral   \n",
       "OAKWOOD FARM                                         0.0000   neutral   \n",
       "silou                                                0.8074  positive   \n",
       "Ivy\\t 🔥𝐆𝐨 𝐓𝐨 𝐌𝐲 𝐂𝐡𝐚𝐧𝐧𝐞𝐥 [𝐋!𝐯𝐞]                       0.8316  positive   \n",
       "Caitie                                               0.6003  positive   \n",
       "Duchess_of_Petty                                     0.5413  positive   \n",
       "a priori on toast                                    0.7261  positive   \n",
       "madmommy                                             0.7096  positive   \n",
       "Janette Kirk                                         0.9212  positive   \n",
       "Guardian News                                        0.4019  positive   \n",
       "Christof FELLNER                                     0.6124  positive   \n",
       "Shannon Bradley                                      0.9141  positive   \n",
       "Cecilia Layer                                        0.8151  positive   \n",
       "ReservoirTip                                         0.7170  positive   \n",
       "Tracey Harmer                                        0.9570  positive   \n",
       "Randall Roña                                         0.7351  positive   \n",
       "Gerald                                               0.1531  positive   \n",
       "Fred the 'My Leg' Guy from Spongebob                 0.6369  positive   \n",
       "HEALTH & FINANCE                                     0.8392  positive   \n",
       "VAANYA MAHADEV                                       0.0516  positive   \n",
       "Black Pinups                                         0.4588  positive   \n",
       "Chilena Promedio Одобряю                             0.9201  positive   \n",
       "Brenda G.P.                                          0.4215  positive   \n",
       "salwatching                                          0.7644  positive   \n",
       "Bruce Angel                                          0.5859  positive   \n",
       "Anita J in FLA                                       0.8970  positive   \n",
       "HiveMistress & Her Guinea Pig Family                 0.8858  positive   \n",
       "dueeh nyyu                                           0.7261  positive   \n",
       "Fish & Ships                                         0.7414  positive   \n",
       "MsSparklesNGlitter                                   0.9411  positive   \n",
       "Ava RoSe Sᴇx Cʜᴀɴɴᴇʟ 21                              0.5413  positive   \n",
       "Skiddle DeDe                                         0.7425  positive   \n",
       "Kristine Nicole Dela cerna                           0.6369  positive   \n",
       "Just Arkon                                           0.5267  positive   \n",
       "George  III                                          0.8687  positive   \n",
       "Eileen Pollock                                       0.8805  positive   \n",
       "Rotten On The Vine:  Dark Fiction                    0.8007  positive   \n",
       "Rosemary Allen                                       0.8625  positive   \n",
       "KK                                                   0.1531  positive   \n",
       "Life                                                 0.9362  positive   \n",
       "diggleboy                                            0.9437  positive   \n",
       "JustJen                                              0.7650  positive   \n",
       "Charlotte                                            0.7650  positive   \n",
       "Kaitlyn Marie                                        0.6369  positive   \n",
       "NahuelFanboy2004                                     0.8268  positive   \n",
       "Sue Smith                                            0.8265  positive   \n",
       "Nocturna1964                                         0.8957  positive   \n",
       "Me Rodriguez                                         0.7717  positive   \n",
       "・your non favorite person 👍・                         0.8316  positive   \n",
       "The Love Strong Book Channel                         0.4215  positive   \n",
       "donna e                                              0.5413  positive   \n",
       "Chef Dan's Hookah                                    0.9423  positive   \n",
       "Arthur Pendragon                                     0.6597  positive   \n",
       "Katy P.                                              0.8429  positive   \n",
       "Kaivara                                              0.9484  positive   \n",
       "Liz R.                                               0.8979  positive   \n",
       "Justin Bowers                                        0.1280  positive   \n",
       "Mike Wem                                             0.7506  positive   \n",
       "Addison\\t💦 𝔽**СК МЕ - СНЕℂ𝕂 𝕄𝕐 Рℝ𝟘𝔽𝕀𝕃Е💛              0.8316  positive   \n",
       "🔞Don't read profile photo                            0.8316  positive   \n",
       "Saras Watkin                                         0.6369  positive   \n",
       "RogersBase                                           0.5551  positive   \n",
       "Rayyan and siblings Vlogs                            0.9333  positive   \n",
       "cqvio doli                                           0.8825  positive   \n",
       "tiredofpc K                                          0.8731  positive   \n",
       "darthstarkiller1912                                  0.5994  positive   \n",
       "Christine Buckingham                                 0.8585  positive   \n",
       "John J. Apanovitch                                   0.9128  positive   \n",
       "Leib Moshe                                           0.8316  positive   \n",
       "Sock Huang Lim                                       0.1531  positive   \n",
       "AGW                                                  0.8402  positive   \n",
       " Your Unknown Friend                                 0.8316  positive   \n",
       "MNS healthy recipes                                  0.8843  positive   \n",
       "Olamide Akinola                                      0.8860  positive   \n",
       "Cail Campbell                                        0.8723  positive   \n",
       "pnuckel                                              0.9508  positive   \n",
       "Northern Lights                                      0.5859  positive   \n",
       "Robert Stevenson                                     0.8176  positive   \n",
       "Rivka 🔥 21 y.0 -check My V!deo                       0.8316  positive   \n",
       "Orighomisan Dediare                                  0.9313  positive   \n",
       "prati raj                                            0.6486  positive   \n",
       "ROBSON JOSÉ DA SILVA                                 0.3182  positive   \n",
       "WillMeganFan                                         0.5772  positive   \n",
       "asos zan                                             0.5994  positive   \n",
       "Barbara Wilkins                                      0.7332  positive   \n",
       "Melba Bowen                                          0.5093  positive   \n",
       "OllyCybernetik827                                    0.4019  positive   \n",
       "cesar gonzalez                                       0.8951  positive   \n",
       "катя книга                                           0.8510  positive   \n",
       "signbear999                                          0.4404  positive   \n",
       "CRASH TO SMASH                                       0.9450  positive   \n",
       "Kezza Kemble                                         0.6908  positive   \n",
       "marianne faulkner                                    0.8479  positive   \n",
       "CHITUS💙⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻    0.5413  positive   \n",
       "Hayden Blanchard                                     0.8481  positive   \n",
       "Natalie Vu                                           0.6360  positive   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                 comments (without stopwords)  \\\n",
       "Moongazey Cat                                                                                                                                                                                                                                                                                                                                                                                     isn t adorable  she sport 😀   \n",
       "CaNNeD CRaZy                                                                                                                                                                                                                                                                                                thank ma am for everything  she living history  when goes world never see anyone else like again  it devastating    \n",
       "Jamie W                                                                                                                                                                                                                                                                                                                                                                                        i got tears eyes watched this    \n",
       "Malthizar                                                                                                                                                                                                                                                                                                                                                                       if anyone deserves audience queen  paddington   \n",
       "liouy cnny                                                                                                                                                                                                                                                                                                    absolutely priceless   way short  i could watched elizabeth paddington much longer  favourite part whole  days    \n",
       "OAKWOOD FARM                                                                                                                                                                                                                                                                                                  absolutely priceless   way short  i could watched elizabeth paddington much longer  favourite part whole  days    \n",
       "silou                                                                                                                                                                                                                                                                                                                                                                   the queen win academy award this natural born actress   \n",
       "Ivy\\t 🔥𝐆𝐨 𝐓𝐨 𝐌𝐲 𝐂𝐡𝐚𝐧𝐧𝐞𝐥 [𝐋!𝐯𝐞]                                                                                                                                                                                                                                                                                                                                  this truly adorable  the queen hilarious regal proper manner    \n",
       "Caitie                                                                                                                                                                                                                                                                                                                                                                   this made tear little  i love queen i m even british   \n",
       "Duchess_of_Petty                                                                                                                                                                                                                                                                                                                                                                                   paddington adorable thing    \n",
       "a priori on toast                                                                                                                                                                                                                                                                                                                                                                       i m big royal family fan really cute    \n",
       "madmommy                                                                                                                                                                                                                                                                                                                                                    i paddington bear fan since i little  i m late s  this fantastic    \n",
       "Janette Kirk                                                                                                                                                                                                                                                                                                                                                         so wonderful  perfect timing queen  she s perfect i love   \n",
       "Guardian News                                      prince charles pays tribute queen s ‘lifetime selfless service  ► https www theguardian com uk news jun prince charles pays tribute to the queens lifetime of selfless service queen s platinum jubilee concert   platinum party palace – happened ► https www theguardian com music live jun queens platinum jubilee concert follow the platinum party at the palace live   \n",
       "Christof FELLNER                                                                                                                                                                                                                                                                                                                                                         the queen indeed lot humor participate funny sketch    \n",
       "Shannon Bradley                                                                                                                                                                                                                                                                                                                                                                    love this  the queen great comedic timing    \n",
       "Cecilia Layer                                                                                                                                                                                                                                                                                                                                         very excellent  entertaining indeed  she really  the queen queens  🌟🌟🌟🌟   \n",
       "ReservoirTip                                                                                                                                                                                   queen elizabeth amazing  she s far famous person earth  spent  years public eye  without hint smidgen inkling personal scandal  think many people can t handle  weeks fame  even  days  without embarrassing self destructing    \n",
       "Tracey Harmer                                                                                                                                                                                                                                                                                                        this wonderful  made laugh tear too  didn t think queen could top james bond video   adorable  loved it    \n",
       "Randall Roña                                                                                                                                                                                                                                                                                                       seeing queen elizabeth ii paddington bear made smile face  happy jubilee  majesty  ♥🇬🇧 from philippines 🇵🇭   \n",
       "Gerald                                                                                                                                                                                                                                                                                                                                                                 that  thank everything  paddington bear brought tears    \n",
       "Fred the 'My Leg' Guy from Spongebob                                                                                                                                                                                                                                                                                                                                                              i love concert opens queen    \n",
       "HEALTH & FINANCE                                                                                                                                                                                                                                                                                                                                              wow  guys the queen really strong age and hilarious enjoyed it    \n",
       "VAANYA MAHADEV                                                                                                                                                                                                                                                                                                                                                     her majesty s wicked sense humor  she said lines like pro    \n",
       "Black Pinups                                                                                                                                                                                                                                                                                                                                                because sketch i bought marmalade  🙂😂 two favorite british icons    \n",
       "Chilena Promedio Одобряю                                                                                                                                                                                                                                                                                                                                  paddington  we will rock you  spoons  that s super cute super cool    \n",
       "Brenda G.P.                                                                                                                                                                                                                                                                                                                                                     the fact i got watch queen pull sandwich purse i needed  lol    \n",
       "salwatching                                                                                                                                                                                                                                                                                                                                          her majesty s grandchildren delighted sweet dialogue  mine tickled pink    \n",
       "Bruce Angel                                                                                                                                                                                                                                                                                                                                                                                        timeless  iconic charming    \n",
       "Anita J in FLA                                                                                                                                                                                                                                                                                      oh lords sweet baby ray s  absolutely sweet video her majesty paddington bear  two adorables enjoying afternoon tea  😊😊😊😊   \n",
       "HiveMistress & Her Guinea Pig Family                                                                                                                                                                                                                                                                                                                                      i love this  of course beloved bear would invited 🥰   \n",
       "dueeh nyyu                                                                                                                                                                                                                                                                                                                                                                              i m big royal family fan really cute    \n",
       "Fish & Ships                                                                                                                                                                                                                                                                                                                                                      so much respect queen  i hope stays hale hearty years come    \n",
       "MsSparklesNGlitter                                                                                                                                                                                                                                                                                                         omg cutest thing ever  what wonderful video done jubilee  it cheeky made smile  wonderfully done     \n",
       "Ava RoSe Sᴇx Cʜᴀɴɴᴇʟ 21                                                                                                                                                                                                                                            i think sweetest way start jubilee  this made queen seem kinder i ever seen before  and first time i ever heard speak plainly   thiis clip remebered ever    \n",
       "Skiddle DeDe                                                                                                                                                                                                                                                                                                                                                                               this adorable  i really liked it     \n",
       "Kristine Nicole Dela cerna                                                                                                                                                                                                                                                                                                                                                             i love queen says  so do i  manner is👌   \n",
       "Just Arkon                                                                                                                                                                                                                   awfully decent lady majesty is  i m envious seeing child s eyes  seeing first time  does justice children s book too  well done majesty  kids everywhere watching years come  absolutely legend    \n",
       "George  III                                                                                                                                                                                                                                                                                                                                                                         indescribably cute sweet  very heartfelt    \n",
       "Eileen Pollock                                                                                                                                                                                                                                                                                                                       that lovely afternoon tea queen  played part perfection   lives it  tea paddington bear    \n",
       "Rotten On The Vine:  Dark Fiction                                                                                                                                                                                                                                                                                                                                      this really adorable  hello british friends  new york    \n",
       "Rosemary Allen                                                                                                                                                                                                                                                                                                                               as far i concerned  best bit jubilee far  i sure i speak loyal bears everywhere    \n",
       "KK                                                                                                                                                                                                                                                                                                i don t know bring tears eyes i even british  i can t imagine working years  thank majesty dedication contribution country    \n",
       "Life                                                                                                                                                                                                 yass queeennn  she could probably pick acting too  i recently read snippet diary entry wrote father s coronation  i believe  then  exquisite penmanship  just wanted say congratulations platinum jubilee  love  canada    \n",
       "diggleboy                                                                                                                                                                                                                                                                                                                               so sweet lovable  happy th jubilee majesty  thank incredible service steadfast reign    \n",
       "JustJen                                                                                                                                                                                                                                                                                 this everything jubilee made emotional i m royalist  i remember enjoyed street parties jubilee june  little girl though sniff sniff 😊   \n",
       "Charlotte                                                                                                                                                                                                                                                                                                                            the queen paddington bear marmalade sandwiches  doesn t get better that  this wonderful    \n",
       "Kaitlyn Marie                                                                                                                                                                                                                                                                                                                                                                   wholesome thing i ve seen week  love queen 🥹🥹   \n",
       "NahuelFanboy2004                                                                                                                                                                                                                                                                                                                                                                              jokes aside  pretty adorable  🥰   \n",
       "Sue Smith                                                                                                                                                                                                                                                                                                                                 i words say much i love queen  she funny totally devoted country others  we worthy    \n",
       "Nocturna1964                                                                                                                                                                                                                                                                                              you clearly see her majesty faking enjoyment sketch  the joy clearly shown eyes  this even better turn  bond girl     \n",
       "Me Rodriguez                                                                                                                                                                                                                                                                                                                                                                             and thank everything  🥺 love woman 😘   \n",
       "・your non favorite person 👍・                                                                                                                                                                                                                                                                                                                                    this truly adorable  the queen hilarious regal proper manner    \n",
       "The Love Strong Book Channel                                                                                                                                                                                                                                                                                                                                                  one sweetest things i ve ever seen  true class    \n",
       "donna e                                                                                                                                                                                                                                                            i think sweetest way start jubilee  this made queen seem kinder i ever seen before  and first time i ever heard speak plainly   thiis clip remebered ever    \n",
       "Chef Dan's Hookah                                                                                                                                                                                                                                                        congratulations  your majesty  you deserve every minute festivities  paddington  lucky bear   got share tea living legend  congratulations you  too    \n",
       "Arthur Pendragon                                                                                                                                                                                                                                                                                              and thank you  for everything  that wonderfully spoken  one feel came heart  few words meaningful nevertheless    \n",
       "Katy P.                                                                                                                                                                                                                                                                                              i love paddington  video cute  i given first paddington bear toy early  s  i still him  although he s somewhat battered    \n",
       "Kaivara                                                                                                                                                                                                                                                                                                                               this one absolute best things happened while  happy jubilee ma am  lucky paddington   d   \n",
       "Liz R.                                                                                                                                                                                                                                                                                                                                   for woman  s  looks great   still sense humor coverage jubilee  she s one kind sure    \n",
       "Justin Bowers                                                                                                                                                                                                                                                                                                                          the queen keeps emergency marmalade sandwiches purse…  my respect gone several notches   \n",
       "Mike Wem                                                                                                                                                                                                                                                                                                                                                      makes tear proud heritage  i skeptic young man i m love majesty   \n",
       "Addison\\t💦 𝔽**СК МЕ - СНЕℂ𝕂 𝕄𝕐 Рℝ𝟘𝔽𝕀𝕃Е💛                                                                                                                                                                                                                                                                                                                         this truly adorable  the queen hilarious regal proper manner    \n",
       "🔞Don't read profile photo                                                                                                                                                                                                                                                                                                                                       this truly adorable  the queen hilarious regal proper manner    \n",
       "Saras Watkin                                                                                                                                                                                                                                                                                                                   always wondered queen carried handbag whole world knows sandwiches crusts on  love paddington    \n",
       "RogersBase                                                                                                                                                                                                                                                                                                                                                                                                        very sweet    \n",
       "Rayyan and siblings Vlogs                                                                                                                                                                                                                                                                                                 i loved way queen talked paddington bear  she kind humble  many many best wishes platinum jubilee     \n",
       "cqvio doli                                                                                                                                                                                                                                                                                                                                            laughed silly the ending precious i believe paddington bear new fan me    \n",
       "tiredofpc K                                                                                                                                                                                                                                                                     how incredibly sweet    know wher her majesty always carry s purse  as yank  i truly admire strength   never waning loyalty country   people    \n",
       "darthstarkiller1912                                                                                                                                                                                                                                                                                                                                       paddington kindest bear world  deserved meet queen  this beautiful    \n",
       "Christine Buckingham                                                                                                                                                                                                                                                                                                                                this absolutely adorable grandchildren always treasure sweet video  🥰💖🐻🫅💖   \n",
       "John J. Apanovitch                                                                                                                                                                                                                                                                                                                                        this absolutely wonderful  i m happy queen got celebrate jubilee  😊   \n",
       "Leib Moshe                                                                                                                                                                                                                                                                                                                                                      this truly adorable  the queen hilarious regal proper manner    \n",
       "Sock Huang Lim                                                                                                                                                                                                                                                                                                                                                                      it heart warming queen said  that s kind    \n",
       "AGW                                                                                                                                                                                                                                                                                                                                                                   this cutest video ever i love  i can t wait show kids 🤗   \n",
       " Your Unknown Friend                                                                                                                                                                                                                                                                                                                                            this truly adorable  the queen hilarious regal proper manner    \n",
       "MNS healthy recipes                                                                                                                                                                                                                                                                                                                     this absolutely beautiful  👏🥰 paddington sweet bear never forget emergency sandwich 💕   \n",
       "Olamide Akinola                                                                                                                                                                                                                                                                                                     i gotta say i love friendship paddington the queen developed also ben whishaw natural playing paddington    \n",
       "Cail Campbell                                                                                                                                                                                                                                                                                                           i absolutely love queen  it s always heartwarming  see her lighter  softer side  long live the queen    \n",
       "pnuckel                                                                                                                                                                                                                                                                                              this beautiful 😍 self humour  showed first james bond video  this gorgeous  not queen double  majesty herself  amazing 🤩   \n",
       "Northern Lights                                                                                                                                                                                                                                                                                                                                                          i don t know we ll queen passes  she s amazing  🇬🇧 👑   \n",
       "Robert Stevenson                                                                                                                                                                                                                                                                                                                                                                    in remarkable sketch queen reveals loved    \n",
       "Rivka 🔥 21 y.0 -check My V!deo                                                                                                                                                                                                                                                                                                                                  this truly adorable  the queen hilarious regal proper manner    \n",
       "Orighomisan Dediare                                                                                                                                                                                                                                                              her majesty always surprising like bond skit did  she still youthful demeanour like father become king  continue brightest jewel crown ma am   \n",
       "prati raj                                                                                                                                                                                                                                                                                  the queen wonderful  she knows times  after worn crown  decades  without knowing heart every generation got witness  true royalty    \n",
       "ROBSON JOSÉ DA SILVA                                                                                                                                                                                                                                                                                                                                                 this lady incredible  my brazilian respects her majesty    \n",
       "WillMeganFan                                                                                                                                                                                                                                                                                               i m staunch monarchist anything hard love lady  how many heads state agree tea paddington bear  utterly brilliant    \n",
       "asos zan                                                                                                                                                                                                                                                                                                                                                  paddington kindest bear world  deserved meet queen  this beautiful    \n",
       "Barbara Wilkins                                                                                                                                                                                                                                                                                                                                   laughed silly‼ the ending precious❣ i believe paddington bear new fan me 🤗🥰   \n",
       "Melba Bowen                                                                                                                                                                                                                                                                                                                                                           this scene queen paddington bear favorite part jubilee    \n",
       "OllyCybernetik827                                                                                                                                                                                                                                                                                                                                                      the queen  simon farnaby paddington one special golden   \n",
       "cesar gonzalez                                                                                                                                                                                                                                                                                                                       this amazing  many  many congratulations queen person wonderful idea  i would like know    \n",
       "катя книга                                                                                              i overwhelmed sense gratitude  i cry review again  thank your majesty inventing paddington bear could thank everything  at first i didn t believe queen dressed yellow blue dress holiday  really suits her  i saw paddington meeting  he voiced ukrainian zelensky  i burst tears  i expect kind support  thank you    \n",
       "signbear999                                                                                                                                                                                                                                                                                                                                                they literally playing queen queen end  she obviously sense humor    \n",
       "CRASH TO SMASH                                                                                                                                                                                                                                                                                               finally queen outlived dull advisors act like human being  i love devotion country nice see clip  happy jubilee    \n",
       "Kezza Kemble                                                                                                                                                                                                                                                                                                                                                                      you ve gotta give queen credit sense humour   \n",
       "marianne faulkner                                                                                                                                                                                                                                                                                                         “that s kind  “ queen responds paddington  a leader  years happened born woman still  wisdom humor    \n",
       "CHITUS💙⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻                                                                                                                                                                                                                  i think sweetest way start jubilee  this made queen seem kinder i ever seen before  and first time i ever heard speak plainly   thiis clip remebered ever    \n",
       "Hayden Blanchard                                                                                                                                                                                                                                                                                                                         her majesty always struck kind  creative loving soul  video clip one many proves it    \n",
       "Natalie Vu                                                                                                                                                                                                                                                                                                                                                                                  loved i kid  i think wore coat  s   \n",
       "\n",
       "                                                                                                           scores  \\\n",
       "Moongazey Cat                                        {'neg': 0.0, 'neu': 0.484, 'pos': 0.516, 'compound': 0.4939}   \n",
       "CaNNeD CRaZy                                       {'neg': 0.17, 'neu': 0.632, 'pos': 0.198, 'compound': -0.0772}   \n",
       "Jamie W                                             {'neg': 0.322, 'neu': 0.678, 'pos': 0.0, 'compound': -0.2263}   \n",
       "Malthizar                                                   {'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}   \n",
       "liouy cnny                                                  {'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}   \n",
       "OAKWOOD FARM                                                {'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}   \n",
       "silou                                                  {'neg': 0.0, 'neu': 0.371, 'pos': 0.629, 'compound': 0.88}   \n",
       "Ivy\\t 🔥𝐆𝐨 𝐓𝐨 𝐌𝐲 𝐂𝐡𝐚𝐧𝐧𝐞𝐥 [𝐋!𝐯𝐞]                       {'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}   \n",
       "Caitie                                               {'neg': 0.0, 'neu': 0.642, 'pos': 0.358, 'compound': 0.6003}   \n",
       "Duchess_of_Petty                                     {'neg': 0.0, 'neu': 0.385, 'pos': 0.615, 'compound': 0.4939}   \n",
       "a priori on toast                                    {'neg': 0.0, 'neu': 0.417, 'pos': 0.583, 'compound': 0.6801}   \n",
       "madmommy                                             {'neg': 0.0, 'neu': 0.491, 'pos': 0.509, 'compound': 0.7368}   \n",
       "Janette Kirk                                         {'neg': 0.0, 'neu': 0.199, 'pos': 0.801, 'compound': 0.9528}   \n",
       "Guardian News                                        {'neg': 0.0, 'neu': 0.904, 'pos': 0.096, 'compound': 0.6597}   \n",
       "Christof FELLNER                                     {'neg': 0.0, 'neu': 0.545, 'pos': 0.455, 'compound': 0.6124}   \n",
       "Shannon Bradley                                      {'neg': 0.0, 'neu': 0.267, 'pos': 0.733, 'compound': 0.9001}   \n",
       "Cecilia Layer                                        {'neg': 0.0, 'neu': 0.527, 'pos': 0.473, 'compound': 0.8004}   \n",
       "ReservoirTip                                        {'neg': 0.071, 'neu': 0.64, 'pos': 0.289, 'compound': 0.8331}   \n",
       "Tracey Harmer                                        {'neg': 0.0, 'neu': 0.426, 'pos': 0.574, 'compound': 0.9451}   \n",
       "Randall Roña                                         {'neg': 0.0, 'neu': 0.693, 'pos': 0.307, 'compound': 0.7351}   \n",
       "Gerald                                             {'neg': 0.202, 'neu': 0.532, 'pos': 0.266, 'compound': 0.1531}   \n",
       "Fred the 'My Leg' Guy from Spongebob                 {'neg': 0.0, 'neu': 0.417, 'pos': 0.583, 'compound': 0.6369}   \n",
       "HEALTH & FINANCE                                     {'neg': 0.0, 'neu': 0.343, 'pos': 0.657, 'compound': 0.9245}   \n",
       "VAANYA MAHADEV                                     {'neg': 0.227, 'neu': 0.467, 'pos': 0.307, 'compound': 0.0516}   \n",
       "Black Pinups                                         {'neg': 0.0, 'neu': 0.727, 'pos': 0.273, 'compound': 0.4588}   \n",
       "Chilena Promedio Одобряю                             {'neg': 0.0, 'neu': 0.348, 'pos': 0.652, 'compound': 0.9201}   \n",
       "Brenda G.P.                                          {'neg': 0.0, 'neu': 0.763, 'pos': 0.237, 'compound': 0.4215}   \n",
       "salwatching                                           {'neg': 0.0, 'neu': 0.526, 'pos': 0.474, 'compound': 0.743}   \n",
       "Bruce Angel                                          {'neg': 0.0, 'neu': 0.345, 'pos': 0.655, 'compound': 0.5859}   \n",
       "Anita J in FLA                                       {'neg': 0.0, 'neu': 0.615, 'pos': 0.385, 'compound': 0.8555}   \n",
       "HiveMistress & Her Guinea Pig Family                 {'neg': 0.0, 'neu': 0.444, 'pos': 0.556, 'compound': 0.8176}   \n",
       "dueeh nyyu                                           {'neg': 0.0, 'neu': 0.417, 'pos': 0.583, 'compound': 0.6801}   \n",
       "Fish & Ships                                           {'neg': 0.0, 'neu': 0.56, 'pos': 0.44, 'compound': 0.7414}   \n",
       "MsSparklesNGlitter                                   {'neg': 0.0, 'neu': 0.442, 'pos': 0.558, 'compound': 0.9313}   \n",
       "Ava RoSe Sᴇx Cʜᴀɴɴᴇʟ 21                              {'neg': 0.0, 'neu': 0.878, 'pos': 0.122, 'compound': 0.4939}   \n",
       "Skiddle DeDe                                         {'neg': 0.0, 'neu': 0.323, 'pos': 0.677, 'compound': 0.7425}   \n",
       "Kristine Nicole Dela cerna                           {'neg': 0.0, 'neu': 0.588, 'pos': 0.412, 'compound': 0.6369}   \n",
       "Just Arkon                                         {'neg': 0.066, 'neu': 0.759, 'pos': 0.174, 'compound': 0.5267}   \n",
       "George  III                                            {'neg': 0.0, 'neu': 0.17, 'pos': 0.83, 'compound': 0.8687}   \n",
       "Eileen Pollock                                        {'neg': 0.0, 'neu': 0.503, 'pos': 0.497, 'compound': 0.872}   \n",
       "Rotten On The Vine:  Dark Fiction                    {'neg': 0.0, 'neu': 0.476, 'pos': 0.524, 'compound': 0.7645}   \n",
       "Rosemary Allen                                       {'neg': 0.0, 'neu': 0.484, 'pos': 0.516, 'compound': 0.8625}   \n",
       "KK                                                 {'neg': 0.103, 'neu': 0.761, 'pos': 0.136, 'compound': 0.1531}   \n",
       "Life                                                 {'neg': 0.0, 'neu': 0.762, 'pos': 0.238, 'compound': 0.8442}   \n",
       "diggleboy                                            {'neg': 0.0, 'neu': 0.304, 'pos': 0.696, 'compound': 0.9436}   \n",
       "JustJen                                               {'neg': 0.0, 'neu': 0.648, 'pos': 0.352, 'compound': 0.765}   \n",
       "Charlotte                                             {'neg': 0.0, 'neu': 0.602, 'pos': 0.398, 'compound': 0.765}   \n",
       "Kaitlyn Marie                                        {'neg': 0.0, 'neu': 0.625, 'pos': 0.375, 'compound': 0.6369}   \n",
       "NahuelFanboy2004                                     {'neg': 0.0, 'neu': 0.106, 'pos': 0.894, 'compound': 0.8126}   \n",
       "Sue Smith                                            {'neg': 0.0, 'neu': 0.409, 'pos': 0.591, 'compound': 0.9184}   \n",
       "Nocturna1964                                       {'neg': 0.089, 'neu': 0.413, 'pos': 0.498, 'compound': 0.9169}   \n",
       "Me Rodriguez                                         {'neg': 0.0, 'neu': 0.309, 'pos': 0.691, 'compound': 0.7717}   \n",
       "・your non favorite person 👍・                         {'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}   \n",
       "The Love Strong Book Channel                         {'neg': 0.0, 'neu': 0.714, 'pos': 0.286, 'compound': 0.4215}   \n",
       "donna e                                              {'neg': 0.0, 'neu': 0.878, 'pos': 0.122, 'compound': 0.4939}   \n",
       "Chef Dan's Hookah                                    {'neg': 0.0, 'neu': 0.468, 'pos': 0.532, 'compound': 0.9423}   \n",
       "Arthur Pendragon                                     {'neg': 0.0, 'neu': 0.599, 'pos': 0.401, 'compound': 0.8271}   \n",
       "Katy P.                                                 {'neg': 0.0, 'neu': 0.66, 'pos': 0.34, 'compound': 0.802}   \n",
       "Kaivara                                              {'neg': 0.0, 'neu': 0.483, 'pos': 0.517, 'compound': 0.8934}   \n",
       "Liz R.                                               {'neg': 0.0, 'neu': 0.431, 'pos': 0.569, 'compound': 0.8979}   \n",
       "Justin Bowers                                       {'neg': 0.166, 'neu': 0.637, 'pos': 0.197, 'compound': 0.128}   \n",
       "Mike Wem                                            {'neg': 0.125, 'neu': 0.395, 'pos': 0.48, 'compound': 0.7506}   \n",
       "Addison\\t💦 𝔽**СК МЕ - СНЕℂ𝕂 𝕄𝕐 Рℝ𝟘𝔽𝕀𝕃Е💛              {'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}   \n",
       "🔞Don't read profile photo                            {'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}   \n",
       "Saras Watkin                                         {'neg': 0.0, 'neu': 0.741, 'pos': 0.259, 'compound': 0.6369}   \n",
       "RogersBase                                           {'neg': 0.0, 'neu': 0.233, 'pos': 0.767, 'compound': 0.5095}   \n",
       "Rayyan and siblings Vlogs                            {'neg': 0.0, 'neu': 0.456, 'pos': 0.544, 'compound': 0.9201}   \n",
       "cqvio doli                                           {'neg': 0.0, 'neu': 0.409, 'pos': 0.591, 'compound': 0.8442}   \n",
       "tiredofpc K                                        {'neg': 0.094, 'neu': 0.494, 'pos': 0.412, 'compound': 0.8639}   \n",
       "darthstarkiller1912                                  {'neg': 0.0, 'neu': 0.634, 'pos': 0.366, 'compound': 0.6833}   \n",
       "Christine Buckingham                                 {'neg': 0.0, 'neu': 0.408, 'pos': 0.592, 'compound': 0.8268}   \n",
       "John J. Apanovitch                                       {'neg': 0.0, 'neu': 0.3, 'pos': 0.7, 'compound': 0.9131}   \n",
       "Leib Moshe                                           {'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}   \n",
       "Sock Huang Lim                                           {'neg': 0.0, 'neu': 0.5, 'pos': 0.5, 'compound': 0.6124}   \n",
       "AGW                                                  {'neg': 0.0, 'neu': 0.467, 'pos': 0.533, 'compound': 0.8402}   \n",
       " Your Unknown Friend                                 {'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}   \n",
       "MNS healthy recipes                                  {'neg': 0.0, 'neu': 0.388, 'pos': 0.612, 'compound': 0.8763}   \n",
       "Olamide Akinola                                       {'neg': 0.0, 'neu': 0.467, 'pos': 0.533, 'compound': 0.886}   \n",
       "Cail Campbell                                        {'neg': 0.0, 'neu': 0.631, 'pos': 0.369, 'compound': 0.8221}   \n",
       "pnuckel                                              {'neg': 0.0, 'neu': 0.455, 'pos': 0.545, 'compound': 0.9481}   \n",
       "Northern Lights                                      {'neg': 0.0, 'neu': 0.678, 'pos': 0.322, 'compound': 0.5859}   \n",
       "Robert Stevenson                                     {'neg': 0.0, 'neu': 0.348, 'pos': 0.652, 'compound': 0.8176}   \n",
       "Rivka 🔥 21 y.0 -check My V!deo                       {'neg': 0.0, 'neu': 0.405, 'pos': 0.595, 'compound': 0.8316}   \n",
       "Orighomisan Dediare                                  {'neg': 0.0, 'neu': 0.502, 'pos': 0.498, 'compound': 0.9313}   \n",
       "prati raj                                          {'neg': 0.089, 'neu': 0.648, 'pos': 0.263, 'compound': 0.6486}   \n",
       "ROBSON JOSÉ DA SILVA                                 {'neg': 0.0, 'neu': 0.753, 'pos': 0.247, 'compound': 0.3182}   \n",
       "WillMeganFan                                       {'neg': 0.058, 'neu': 0.496, 'pos': 0.446, 'compound': 0.8858}   \n",
       "asos zan                                             {'neg': 0.0, 'neu': 0.634, 'pos': 0.366, 'compound': 0.6833}   \n",
       "Barbara Wilkins                                      {'neg': 0.0, 'neu': 0.654, 'pos': 0.346, 'compound': 0.6486}   \n",
       "Melba Bowen                                              {'neg': 0.0, 'neu': 0.7, 'pos': 0.3, 'compound': 0.4588}   \n",
       "OllyCybernetik827                                    {'neg': 0.0, 'neu': 0.722, 'pos': 0.278, 'compound': 0.4019}   \n",
       "cesar gonzalez                                       {'neg': 0.0, 'neu': 0.365, 'pos': 0.635, 'compound': 0.9313}   \n",
       "катя книга                                            {'neg': 0.087, 'neu': 0.554, 'pos': 0.36, 'compound': 0.93}   \n",
       "signbear999                                          {'neg': 0.0, 'neu': 0.672, 'pos': 0.328, 'compound': 0.4404}   \n",
       "CRASH TO SMASH                                       {'neg': 0.09, 'neu': 0.368, 'pos': 0.542, 'compound': 0.926}   \n",
       "Kezza Kemble                                         {'neg': 0.0, 'neu': 0.513, 'pos': 0.487, 'compound': 0.6908}   \n",
       "marianne faulkner                                     {'neg': 0.0, 'neu': 0.529, 'pos': 0.471, 'compound': 0.836}   \n",
       "CHITUS💙⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻    {'neg': 0.0, 'neu': 0.878, 'pos': 0.122, 'compound': 0.4939}   \n",
       "Hayden Blanchard                                     {'neg': 0.09, 'neu': 0.45, 'pos': 0.459, 'compound': 0.8481}   \n",
       "Natalie Vu                                           {'neg': 0.0, 'neu': 0.506, 'pos': 0.494, 'compound': 0.5994}   \n",
       "\n",
       "                                                   compound  \\\n",
       "Moongazey Cat                                        0.4939   \n",
       "CaNNeD CRaZy                                        -0.0772   \n",
       "Jamie W                                             -0.2263   \n",
       "Malthizar                                            0.0000   \n",
       "liouy cnny                                           0.0000   \n",
       "OAKWOOD FARM                                         0.0000   \n",
       "silou                                                0.8800   \n",
       "Ivy\\t 🔥𝐆𝐨 𝐓𝐨 𝐌𝐲 𝐂𝐡𝐚𝐧𝐧𝐞𝐥 [𝐋!𝐯𝐞]                       0.8316   \n",
       "Caitie                                               0.6003   \n",
       "Duchess_of_Petty                                     0.4939   \n",
       "a priori on toast                                    0.6801   \n",
       "madmommy                                             0.7368   \n",
       "Janette Kirk                                         0.9528   \n",
       "Guardian News                                        0.6597   \n",
       "Christof FELLNER                                     0.6124   \n",
       "Shannon Bradley                                      0.9001   \n",
       "Cecilia Layer                                        0.8004   \n",
       "ReservoirTip                                         0.8331   \n",
       "Tracey Harmer                                        0.9451   \n",
       "Randall Roña                                         0.7351   \n",
       "Gerald                                               0.1531   \n",
       "Fred the 'My Leg' Guy from Spongebob                 0.6369   \n",
       "HEALTH & FINANCE                                     0.9245   \n",
       "VAANYA MAHADEV                                       0.0516   \n",
       "Black Pinups                                         0.4588   \n",
       "Chilena Promedio Одобряю                             0.9201   \n",
       "Brenda G.P.                                          0.4215   \n",
       "salwatching                                          0.7430   \n",
       "Bruce Angel                                          0.5859   \n",
       "Anita J in FLA                                       0.8555   \n",
       "HiveMistress & Her Guinea Pig Family                 0.8176   \n",
       "dueeh nyyu                                           0.6801   \n",
       "Fish & Ships                                         0.7414   \n",
       "MsSparklesNGlitter                                   0.9313   \n",
       "Ava RoSe Sᴇx Cʜᴀɴɴᴇʟ 21                              0.4939   \n",
       "Skiddle DeDe                                         0.7425   \n",
       "Kristine Nicole Dela cerna                           0.6369   \n",
       "Just Arkon                                           0.5267   \n",
       "George  III                                          0.8687   \n",
       "Eileen Pollock                                       0.8720   \n",
       "Rotten On The Vine:  Dark Fiction                    0.7645   \n",
       "Rosemary Allen                                       0.8625   \n",
       "KK                                                   0.1531   \n",
       "Life                                                 0.8442   \n",
       "diggleboy                                            0.9436   \n",
       "JustJen                                              0.7650   \n",
       "Charlotte                                            0.7650   \n",
       "Kaitlyn Marie                                        0.6369   \n",
       "NahuelFanboy2004                                     0.8126   \n",
       "Sue Smith                                            0.9184   \n",
       "Nocturna1964                                         0.9169   \n",
       "Me Rodriguez                                         0.7717   \n",
       "・your non favorite person 👍・                         0.8316   \n",
       "The Love Strong Book Channel                         0.4215   \n",
       "donna e                                              0.4939   \n",
       "Chef Dan's Hookah                                    0.9423   \n",
       "Arthur Pendragon                                     0.8271   \n",
       "Katy P.                                              0.8020   \n",
       "Kaivara                                              0.8934   \n",
       "Liz R.                                               0.8979   \n",
       "Justin Bowers                                        0.1280   \n",
       "Mike Wem                                             0.7506   \n",
       "Addison\\t💦 𝔽**СК МЕ - СНЕℂ𝕂 𝕄𝕐 Рℝ𝟘𝔽𝕀𝕃Е💛              0.8316   \n",
       "🔞Don't read profile photo                            0.8316   \n",
       "Saras Watkin                                         0.6369   \n",
       "RogersBase                                           0.5095   \n",
       "Rayyan and siblings Vlogs                            0.9201   \n",
       "cqvio doli                                           0.8442   \n",
       "tiredofpc K                                          0.8639   \n",
       "darthstarkiller1912                                  0.6833   \n",
       "Christine Buckingham                                 0.8268   \n",
       "John J. Apanovitch                                   0.9131   \n",
       "Leib Moshe                                           0.8316   \n",
       "Sock Huang Lim                                       0.6124   \n",
       "AGW                                                  0.8402   \n",
       " Your Unknown Friend                                 0.8316   \n",
       "MNS healthy recipes                                  0.8763   \n",
       "Olamide Akinola                                      0.8860   \n",
       "Cail Campbell                                        0.8221   \n",
       "pnuckel                                              0.9481   \n",
       "Northern Lights                                      0.5859   \n",
       "Robert Stevenson                                     0.8176   \n",
       "Rivka 🔥 21 y.0 -check My V!deo                       0.8316   \n",
       "Orighomisan Dediare                                  0.9313   \n",
       "prati raj                                            0.6486   \n",
       "ROBSON JOSÉ DA SILVA                                 0.3182   \n",
       "WillMeganFan                                         0.8858   \n",
       "asos zan                                             0.6833   \n",
       "Barbara Wilkins                                      0.6486   \n",
       "Melba Bowen                                          0.4588   \n",
       "OllyCybernetik827                                    0.4019   \n",
       "cesar gonzalez                                       0.9313   \n",
       "катя книга                                           0.9300   \n",
       "signbear999                                          0.4404   \n",
       "CRASH TO SMASH                                       0.9260   \n",
       "Kezza Kemble                                         0.6908   \n",
       "marianne faulkner                                    0.8360   \n",
       "CHITUS💙⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻    0.4939   \n",
       "Hayden Blanchard                                     0.8481   \n",
       "Natalie Vu                                           0.5994   \n",
       "\n",
       "                                                  polarity (without stopwords)  \n",
       "Moongazey Cat                                                         positive  \n",
       "CaNNeD CRaZy                                                          negative  \n",
       "Jamie W                                                               negative  \n",
       "Malthizar                                                              neutral  \n",
       "liouy cnny                                                             neutral  \n",
       "OAKWOOD FARM                                                           neutral  \n",
       "silou                                                                 positive  \n",
       "Ivy\\t 🔥𝐆𝐨 𝐓𝐨 𝐌𝐲 𝐂𝐡𝐚𝐧𝐧𝐞𝐥 [𝐋!𝐯𝐞]                                        positive  \n",
       "Caitie                                                                positive  \n",
       "Duchess_of_Petty                                                      positive  \n",
       "a priori on toast                                                     positive  \n",
       "madmommy                                                              positive  \n",
       "Janette Kirk                                                          positive  \n",
       "Guardian News                                                         positive  \n",
       "Christof FELLNER                                                      positive  \n",
       "Shannon Bradley                                                       positive  \n",
       "Cecilia Layer                                                         positive  \n",
       "ReservoirTip                                                          positive  \n",
       "Tracey Harmer                                                         positive  \n",
       "Randall Roña                                                          positive  \n",
       "Gerald                                                                positive  \n",
       "Fred the 'My Leg' Guy from Spongebob                                  positive  \n",
       "HEALTH & FINANCE                                                      positive  \n",
       "VAANYA MAHADEV                                                        positive  \n",
       "Black Pinups                                                          positive  \n",
       "Chilena Promedio Одобряю                                              positive  \n",
       "Brenda G.P.                                                           positive  \n",
       "salwatching                                                           positive  \n",
       "Bruce Angel                                                           positive  \n",
       "Anita J in FLA                                                        positive  \n",
       "HiveMistress & Her Guinea Pig Family                                  positive  \n",
       "dueeh nyyu                                                            positive  \n",
       "Fish & Ships                                                          positive  \n",
       "MsSparklesNGlitter                                                    positive  \n",
       "Ava RoSe Sᴇx Cʜᴀɴɴᴇʟ 21                                               positive  \n",
       "Skiddle DeDe                                                          positive  \n",
       "Kristine Nicole Dela cerna                                            positive  \n",
       "Just Arkon                                                            positive  \n",
       "George  III                                                           positive  \n",
       "Eileen Pollock                                                        positive  \n",
       "Rotten On The Vine:  Dark Fiction                                     positive  \n",
       "Rosemary Allen                                                        positive  \n",
       "KK                                                                    positive  \n",
       "Life                                                                  positive  \n",
       "diggleboy                                                             positive  \n",
       "JustJen                                                               positive  \n",
       "Charlotte                                                             positive  \n",
       "Kaitlyn Marie                                                         positive  \n",
       "NahuelFanboy2004                                                      positive  \n",
       "Sue Smith                                                             positive  \n",
       "Nocturna1964                                                          positive  \n",
       "Me Rodriguez                                                          positive  \n",
       "・your non favorite person 👍・                                          positive  \n",
       "The Love Strong Book Channel                                          positive  \n",
       "donna e                                                               positive  \n",
       "Chef Dan's Hookah                                                     positive  \n",
       "Arthur Pendragon                                                      positive  \n",
       "Katy P.                                                               positive  \n",
       "Kaivara                                                               positive  \n",
       "Liz R.                                                                positive  \n",
       "Justin Bowers                                                         positive  \n",
       "Mike Wem                                                              positive  \n",
       "Addison\\t💦 𝔽**СК МЕ - СНЕℂ𝕂 𝕄𝕐 Рℝ𝟘𝔽𝕀𝕃Е💛                               positive  \n",
       "🔞Don't read profile photo                                             positive  \n",
       "Saras Watkin                                                          positive  \n",
       "RogersBase                                                            positive  \n",
       "Rayyan and siblings Vlogs                                             positive  \n",
       "cqvio doli                                                            positive  \n",
       "tiredofpc K                                                           positive  \n",
       "darthstarkiller1912                                                   positive  \n",
       "Christine Buckingham                                                  positive  \n",
       "John J. Apanovitch                                                    positive  \n",
       "Leib Moshe                                                            positive  \n",
       "Sock Huang Lim                                                        positive  \n",
       "AGW                                                                   positive  \n",
       " Your Unknown Friend                                                  positive  \n",
       "MNS healthy recipes                                                   positive  \n",
       "Olamide Akinola                                                       positive  \n",
       "Cail Campbell                                                         positive  \n",
       "pnuckel                                                               positive  \n",
       "Northern Lights                                                       positive  \n",
       "Robert Stevenson                                                      positive  \n",
       "Rivka 🔥 21 y.0 -check My V!deo                                        positive  \n",
       "Orighomisan Dediare                                                   positive  \n",
       "prati raj                                                             positive  \n",
       "ROBSON JOSÉ DA SILVA                                                  positive  \n",
       "WillMeganFan                                                          positive  \n",
       "asos zan                                                              positive  \n",
       "Barbara Wilkins                                                       positive  \n",
       "Melba Bowen                                                           positive  \n",
       "OllyCybernetik827                                                     positive  \n",
       "cesar gonzalez                                                        positive  \n",
       "катя книга                                                            positive  \n",
       "signbear999                                                           positive  \n",
       "CRASH TO SMASH                                                        positive  \n",
       "Kezza Kemble                                                          positive  \n",
       "marianne faulkner                                                     positive  \n",
       "CHITUS💙⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻⸻                     positive  \n",
       "Hayden Blanchard                                                      positive  \n",
       "Natalie Vu                                                            positive  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_1.sort_values(by=['Polarity'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "foreign-airport",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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