Database project_ Logistic regression( Body vs Controversiality) .ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import pandas and read csv \n",
    "import pandas as pd\n",
    "\n",
    "df = pd.read_csv('summer19_worldnews.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "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>body</th>\n",
       "      <th>author</th>\n",
       "      <th>created_utc</th>\n",
       "      <th>subreddit_id</th>\n",
       "      <th>link_id</th>\n",
       "      <th>parent_id</th>\n",
       "      <th>score</th>\n",
       "      <th>retrieved_on</th>\n",
       "      <th>controversiality</th>\n",
       "      <th>gilded</th>\n",
       "      <th>id</th>\n",
       "      <th>subreddit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>[removed]</td>\n",
       "      <td>[deleted]</td>\n",
       "      <td>1557015514</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_b8k17q</td>\n",
       "      <td>t1_emi96x1</td>\n",
       "      <td>0</td>\n",
       "      <td>1561539494</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>emj0itm</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>Add Australia and Canada to the trump ally lis...</td>\n",
       "      <td>Houjix</td>\n",
       "      <td>1558528774</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_b9pc0e</td>\n",
       "      <td>t1_ek629yu</td>\n",
       "      <td>0</td>\n",
       "      <td>1563090093</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eofaisv</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>So, I just noticed your reply, and it worries ...</td>\n",
       "      <td>epistemic_zoop</td>\n",
       "      <td>1560687132</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_b9wu6k</td>\n",
       "      <td>t1_ek90vw5</td>\n",
       "      <td>0</td>\n",
       "      <td>1570082531</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>erbmu65</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>I like hunting down and destroying lefties ��</td>\n",
       "      <td>Fredstar64</td>\n",
       "      <td>1559489272</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bawr4o</td>\n",
       "      <td>t1_eptf8zl</td>\n",
       "      <td>0</td>\n",
       "      <td>1568759713</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eptfs01</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>You're right. I've been mislead by the media I...</td>\n",
       "      <td>jimjim6</td>\n",
       "      <td>1558195456</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bbaiou</td>\n",
       "      <td>t1_eki5jse</td>\n",
       "      <td>0</td>\n",
       "      <td>1562826975</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eo1b425</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278477</td>\n",
       "      <td>Unless you're talking about gasoline.  In whic...</td>\n",
       "      <td>velocide</td>\n",
       "      <td>1564614978</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdf21</td>\n",
       "      <td>t1_evmpvst</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573368117</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmx9l1</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278478</td>\n",
       "      <td>Well I know some people really believe that ki...</td>\n",
       "      <td>Frenetic911</td>\n",
       "      <td>1564608062</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqi1</td>\n",
       "      <td>t1_evmfvj9</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573360539</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmhefv</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278479</td>\n",
       "      <td>WTF you can’t arrest him! He is rich! \\n\\nThat...</td>\n",
       "      <td>Ricky_RZ</td>\n",
       "      <td>1564610891</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573363847</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>evmoaw0</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278480</td>\n",
       "      <td>Now he just needs to make a deal with the Pres...</td>\n",
       "      <td>tripleterrific</td>\n",
       "      <td>1564613746</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573366951</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmutfs</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278481</td>\n",
       "      <td>Hi washingboard. Your submission from washingt...</td>\n",
       "      <td>AutoModerator</td>\n",
       "      <td>1564612465</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckfkr6</td>\n",
       "      <td>t3_ckfkr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573365694</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>evms674</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3278482 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                      body          author  \\\n",
       "0                                                [removed]       [deleted]   \n",
       "1        Add Australia and Canada to the trump ally lis...          Houjix   \n",
       "2        So, I just noticed your reply, and it worries ...  epistemic_zoop   \n",
       "3            I like hunting down and destroying lefties ��      Fredstar64   \n",
       "4        You're right. I've been mislead by the media I...         jimjim6   \n",
       "...                                                    ...             ...   \n",
       "3278477  Unless you're talking about gasoline.  In whic...        velocide   \n",
       "3278478  Well I know some people really believe that ki...     Frenetic911   \n",
       "3278479  WTF you can’t arrest him! He is rich! \\n\\nThat...        Ricky_RZ   \n",
       "3278480  Now he just needs to make a deal with the Pres...  tripleterrific   \n",
       "3278481  Hi washingboard. Your submission from washingt...   AutoModerator   \n",
       "\n",
       "         created_utc subreddit_id    link_id   parent_id  score  retrieved_on  \\\n",
       "0         1557015514     t5_2qh13  t3_b8k17q  t1_emi96x1      0    1561539494   \n",
       "1         1558528774     t5_2qh13  t3_b9pc0e  t1_ek629yu      0    1563090093   \n",
       "2         1560687132     t5_2qh13  t3_b9wu6k  t1_ek90vw5      0    1570082531   \n",
       "3         1559489272     t5_2qh13  t3_bawr4o  t1_eptf8zl      0    1568759713   \n",
       "4         1558195456     t5_2qh13  t3_bbaiou  t1_eki5jse      0    1562826975   \n",
       "...              ...          ...        ...         ...    ...           ...   \n",
       "3278477   1564614978     t5_2qh13  t3_ckdf21  t1_evmpvst     -1    1573368117   \n",
       "3278478   1564608062     t5_2qh13  t3_ckdqi1  t1_evmfvj9     -1    1573360539   \n",
       "3278479   1564610891     t5_2qh13  t3_ckdqr6   t3_ckdqr6     -1    1573363847   \n",
       "3278480   1564613746     t5_2qh13  t3_ckdqr6   t3_ckdqr6     -1    1573366951   \n",
       "3278481   1564612465     t5_2qh13  t3_ckfkr6   t3_ckfkr6     -1    1573365694   \n",
       "\n",
       "         controversiality  gilded       id  subreddit  \n",
       "0                       0       0  emj0itm  worldnews  \n",
       "1                       0       0  eofaisv  worldnews  \n",
       "2                       0       0  erbmu65  worldnews  \n",
       "3                       0       0  eptfs01  worldnews  \n",
       "4                       0       0  eo1b425  worldnews  \n",
       "...                   ...     ...      ...        ...  \n",
       "3278477                 0       0  evmx9l1  worldnews  \n",
       "3278478                 0       0  evmhefv  worldnews  \n",
       "3278479                 1       0  evmoaw0  worldnews  \n",
       "3278480                 0       0  evmutfs  worldnews  \n",
       "3278481                 1       0  evms674  worldnews  \n",
       "\n",
       "[3278482 rows x 12 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#create a mask to filter out all the deleted comment\n",
    "mask = df['author'].str.contains('deleted')\n",
    "df=df[~mask]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "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>body</th>\n",
       "      <th>author</th>\n",
       "      <th>created_utc</th>\n",
       "      <th>subreddit_id</th>\n",
       "      <th>link_id</th>\n",
       "      <th>parent_id</th>\n",
       "      <th>score</th>\n",
       "      <th>retrieved_on</th>\n",
       "      <th>controversiality</th>\n",
       "      <th>gilded</th>\n",
       "      <th>id</th>\n",
       "      <th>subreddit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>Add Australia and Canada to the trump ally lis...</td>\n",
       "      <td>Houjix</td>\n",
       "      <td>1558528774</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_b9pc0e</td>\n",
       "      <td>t1_ek629yu</td>\n",
       "      <td>0</td>\n",
       "      <td>1563090093</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eofaisv</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>So, I just noticed your reply, and it worries ...</td>\n",
       "      <td>epistemic_zoop</td>\n",
       "      <td>1560687132</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_b9wu6k</td>\n",
       "      <td>t1_ek90vw5</td>\n",
       "      <td>0</td>\n",
       "      <td>1570082531</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>erbmu65</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>I like hunting down and destroying lefties ��</td>\n",
       "      <td>Fredstar64</td>\n",
       "      <td>1559489272</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bawr4o</td>\n",
       "      <td>t1_eptf8zl</td>\n",
       "      <td>0</td>\n",
       "      <td>1568759713</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eptfs01</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>You're right. I've been mislead by the media I...</td>\n",
       "      <td>jimjim6</td>\n",
       "      <td>1558195456</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bbaiou</td>\n",
       "      <td>t1_eki5jse</td>\n",
       "      <td>0</td>\n",
       "      <td>1562826975</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eo1b425</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>5</td>\n",
       "      <td>Why are you so obsessed with me</td>\n",
       "      <td>fucken_karen</td>\n",
       "      <td>1562003469</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bfl6il</td>\n",
       "      <td>t1_eleyd9f</td>\n",
       "      <td>0</td>\n",
       "      <td>1571205529</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eshym8t</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278477</td>\n",
       "      <td>Unless you're talking about gasoline.  In whic...</td>\n",
       "      <td>velocide</td>\n",
       "      <td>1564614978</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdf21</td>\n",
       "      <td>t1_evmpvst</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573368117</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmx9l1</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278478</td>\n",
       "      <td>Well I know some people really believe that ki...</td>\n",
       "      <td>Frenetic911</td>\n",
       "      <td>1564608062</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqi1</td>\n",
       "      <td>t1_evmfvj9</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573360539</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmhefv</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278479</td>\n",
       "      <td>WTF you can’t arrest him! He is rich! \\n\\nThat...</td>\n",
       "      <td>Ricky_RZ</td>\n",
       "      <td>1564610891</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573363847</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>evmoaw0</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278480</td>\n",
       "      <td>Now he just needs to make a deal with the Pres...</td>\n",
       "      <td>tripleterrific</td>\n",
       "      <td>1564613746</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573366951</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmutfs</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278481</td>\n",
       "      <td>Hi washingboard. Your submission from washingt...</td>\n",
       "      <td>AutoModerator</td>\n",
       "      <td>1564612465</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckfkr6</td>\n",
       "      <td>t3_ckfkr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573365694</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>evms674</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2815584 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                      body          author  \\\n",
       "1        Add Australia and Canada to the trump ally lis...          Houjix   \n",
       "2        So, I just noticed your reply, and it worries ...  epistemic_zoop   \n",
       "3            I like hunting down and destroying lefties ��      Fredstar64   \n",
       "4        You're right. I've been mislead by the media I...         jimjim6   \n",
       "5                          Why are you so obsessed with me    fucken_karen   \n",
       "...                                                    ...             ...   \n",
       "3278477  Unless you're talking about gasoline.  In whic...        velocide   \n",
       "3278478  Well I know some people really believe that ki...     Frenetic911   \n",
       "3278479  WTF you can’t arrest him! He is rich! \\n\\nThat...        Ricky_RZ   \n",
       "3278480  Now he just needs to make a deal with the Pres...  tripleterrific   \n",
       "3278481  Hi washingboard. Your submission from washingt...   AutoModerator   \n",
       "\n",
       "         created_utc subreddit_id    link_id   parent_id  score  retrieved_on  \\\n",
       "1         1558528774     t5_2qh13  t3_b9pc0e  t1_ek629yu      0    1563090093   \n",
       "2         1560687132     t5_2qh13  t3_b9wu6k  t1_ek90vw5      0    1570082531   \n",
       "3         1559489272     t5_2qh13  t3_bawr4o  t1_eptf8zl      0    1568759713   \n",
       "4         1558195456     t5_2qh13  t3_bbaiou  t1_eki5jse      0    1562826975   \n",
       "5         1562003469     t5_2qh13  t3_bfl6il  t1_eleyd9f      0    1571205529   \n",
       "...              ...          ...        ...         ...    ...           ...   \n",
       "3278477   1564614978     t5_2qh13  t3_ckdf21  t1_evmpvst     -1    1573368117   \n",
       "3278478   1564608062     t5_2qh13  t3_ckdqi1  t1_evmfvj9     -1    1573360539   \n",
       "3278479   1564610891     t5_2qh13  t3_ckdqr6   t3_ckdqr6     -1    1573363847   \n",
       "3278480   1564613746     t5_2qh13  t3_ckdqr6   t3_ckdqr6     -1    1573366951   \n",
       "3278481   1564612465     t5_2qh13  t3_ckfkr6   t3_ckfkr6     -1    1573365694   \n",
       "\n",
       "         controversiality  gilded       id  subreddit  \n",
       "1                       0       0  eofaisv  worldnews  \n",
       "2                       0       0  erbmu65  worldnews  \n",
       "3                       0       0  eptfs01  worldnews  \n",
       "4                       0       0  eo1b425  worldnews  \n",
       "5                       0       0  eshym8t  worldnews  \n",
       "...                   ...     ...      ...        ...  \n",
       "3278477                 0       0  evmx9l1  worldnews  \n",
       "3278478                 0       0  evmhefv  worldnews  \n",
       "3278479                 1       0  evmoaw0  worldnews  \n",
       "3278480                 0       0  evmutfs  worldnews  \n",
       "3278481                 1       0  evms674  worldnews  \n",
       "\n",
       "[2815584 rows x 12 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#drop null value in the controversiality columns \n",
    "mask= df['controversiality'].isnull()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#2 df one with just null in controversiality one without \n",
    "nulldf=df[mask]\n",
    "df=df[~mask]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "nulldf=df.iloc[200000:]\n",
    "df=df.iloc[:200000]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "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>body</th>\n",
       "      <th>author</th>\n",
       "      <th>created_utc</th>\n",
       "      <th>subreddit_id</th>\n",
       "      <th>link_id</th>\n",
       "      <th>parent_id</th>\n",
       "      <th>score</th>\n",
       "      <th>retrieved_on</th>\n",
       "      <th>controversiality</th>\n",
       "      <th>gilded</th>\n",
       "      <th>id</th>\n",
       "      <th>subreddit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>245698</td>\n",
       "      <td>&amp;gt; Um, do you practice law? I beg to differ....</td>\n",
       "      <td>Arctus9819</td>\n",
       "      <td>1558407825</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw6gz</td>\n",
       "      <td>t1_eoa2kqs</td>\n",
       "      <td>1</td>\n",
       "      <td>1562977557</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eoa5k66</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>245699</td>\n",
       "      <td>Even Texas has more installed renewable power ...</td>\n",
       "      <td>mutatron</td>\n",
       "      <td>1558445892</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>t1_eo9xxqq</td>\n",
       "      <td>1</td>\n",
       "      <td>1563020720</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eoboozg</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>245701</td>\n",
       "      <td>As long as we are run by lobbyists period. \\n\\...</td>\n",
       "      <td>WitchBerderLineCook</td>\n",
       "      <td>1558460820</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>t1_eo90bt0</td>\n",
       "      <td>1</td>\n",
       "      <td>1563043860</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eocn9fn</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>245702</td>\n",
       "      <td>We just voted in a bunch of complete bastards ...</td>\n",
       "      <td>sagewah</td>\n",
       "      <td>1558404649</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>t1_eo90bt0</td>\n",
       "      <td>1</td>\n",
       "      <td>1562975233</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eoa0mqm</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>245703</td>\n",
       "      <td>thanks for doing this *after* the election</td>\n",
       "      <td>pnutzgg</td>\n",
       "      <td>1558443685</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>1</td>\n",
       "      <td>1563016411</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eobk49n</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278477</td>\n",
       "      <td>Unless you're talking about gasoline.  In whic...</td>\n",
       "      <td>velocide</td>\n",
       "      <td>1564614978</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdf21</td>\n",
       "      <td>t1_evmpvst</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573368117</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmx9l1</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278478</td>\n",
       "      <td>Well I know some people really believe that ki...</td>\n",
       "      <td>Frenetic911</td>\n",
       "      <td>1564608062</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqi1</td>\n",
       "      <td>t1_evmfvj9</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573360539</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmhefv</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278479</td>\n",
       "      <td>WTF you can’t arrest him! He is rich! \\n\\nThat...</td>\n",
       "      <td>Ricky_RZ</td>\n",
       "      <td>1564610891</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573363847</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>evmoaw0</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278480</td>\n",
       "      <td>Now he just needs to make a deal with the Pres...</td>\n",
       "      <td>tripleterrific</td>\n",
       "      <td>1564613746</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573366951</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmutfs</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278481</td>\n",
       "      <td>Hi washingboard. Your submission from washingt...</td>\n",
       "      <td>AutoModerator</td>\n",
       "      <td>1564612465</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckfkr6</td>\n",
       "      <td>t3_ckfkr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573365694</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>evms674</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2615584 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                      body  \\\n",
       "245698   &gt; Um, do you practice law? I beg to differ....   \n",
       "245699   Even Texas has more installed renewable power ...   \n",
       "245701   As long as we are run by lobbyists period. \\n\\...   \n",
       "245702   We just voted in a bunch of complete bastards ...   \n",
       "245703          thanks for doing this *after* the election   \n",
       "...                                                    ...   \n",
       "3278477  Unless you're talking about gasoline.  In whic...   \n",
       "3278478  Well I know some people really believe that ki...   \n",
       "3278479  WTF you can’t arrest him! He is rich! \\n\\nThat...   \n",
       "3278480  Now he just needs to make a deal with the Pres...   \n",
       "3278481  Hi washingboard. Your submission from washingt...   \n",
       "\n",
       "                      author  created_utc subreddit_id    link_id   parent_id  \\\n",
       "245698            Arctus9819   1558407825     t5_2qh13  t3_bqw6gz  t1_eoa2kqs   \n",
       "245699              mutatron   1558445892     t5_2qh13  t3_bqw78v  t1_eo9xxqq   \n",
       "245701   WitchBerderLineCook   1558460820     t5_2qh13  t3_bqw78v  t1_eo90bt0   \n",
       "245702               sagewah   1558404649     t5_2qh13  t3_bqw78v  t1_eo90bt0   \n",
       "245703               pnutzgg   1558443685     t5_2qh13  t3_bqw78v   t3_bqw78v   \n",
       "...                      ...          ...          ...        ...         ...   \n",
       "3278477             velocide   1564614978     t5_2qh13  t3_ckdf21  t1_evmpvst   \n",
       "3278478          Frenetic911   1564608062     t5_2qh13  t3_ckdqi1  t1_evmfvj9   \n",
       "3278479             Ricky_RZ   1564610891     t5_2qh13  t3_ckdqr6   t3_ckdqr6   \n",
       "3278480       tripleterrific   1564613746     t5_2qh13  t3_ckdqr6   t3_ckdqr6   \n",
       "3278481        AutoModerator   1564612465     t5_2qh13  t3_ckfkr6   t3_ckfkr6   \n",
       "\n",
       "         score  retrieved_on  controversiality  gilded       id  subreddit  \n",
       "245698       1    1562977557                 0       0  eoa5k66  worldnews  \n",
       "245699       1    1563020720                 0       0  eoboozg  worldnews  \n",
       "245701       1    1563043860                 0       0  eocn9fn  worldnews  \n",
       "245702       1    1562975233                 0       0  eoa0mqm  worldnews  \n",
       "245703       1    1563016411                 0       0  eobk49n  worldnews  \n",
       "...        ...           ...               ...     ...      ...        ...  \n",
       "3278477     -1    1573368117                 0       0  evmx9l1  worldnews  \n",
       "3278478     -1    1573360539                 0       0  evmhefv  worldnews  \n",
       "3278479     -1    1573363847                 1       0  evmoaw0  worldnews  \n",
       "3278480     -1    1573366951                 0       0  evmutfs  worldnews  \n",
       "3278481     -1    1573365694                 1       0  evms674  worldnews  \n",
       "\n",
       "[2615584 rows x 12 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nulldf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.model_selection import train_test_split\n",
    "#Splitting the data\n",
    "y=df[['controversiality']]\n",
    "X= df.drop(columns=['controversiality'])\n",
    "\n",
    "# conduct training and testing split \n",
    "X_train,X_test,y_train,y_test = train_test_split(X,y,test_size=0.25,random_state=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "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>body</th>\n",
       "      <th>author</th>\n",
       "      <th>created_utc</th>\n",
       "      <th>subreddit_id</th>\n",
       "      <th>link_id</th>\n",
       "      <th>parent_id</th>\n",
       "      <th>score</th>\n",
       "      <th>retrieved_on</th>\n",
       "      <th>gilded</th>\n",
       "      <th>id</th>\n",
       "      <th>subreddit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>129437</td>\n",
       "      <td>Knew I wouldn’t have to dig far for someone to...</td>\n",
       "      <td>uglychodemuffin</td>\n",
       "      <td>1556831732</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bjytse</td>\n",
       "      <td>t1_emcdva6</td>\n",
       "      <td>1</td>\n",
       "      <td>1559496591</td>\n",
       "      <td>0</td>\n",
       "      <td>emcp2gl</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>32855</td>\n",
       "      <td>Germany was the strongest military and most ad...</td>\n",
       "      <td>HomoAfricanas</td>\n",
       "      <td>1557324587</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_blufr0</td>\n",
       "      <td>t1_emsplqr</td>\n",
       "      <td>1</td>\n",
       "      <td>1561741068</td>\n",
       "      <td>0</td>\n",
       "      <td>emtwrkk</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>133386</td>\n",
       "      <td>Given that flying is one of the biggest proble...</td>\n",
       "      <td>3226</td>\n",
       "      <td>1557313111</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_blzb3b</td>\n",
       "      <td>t3_blzb3b</td>\n",
       "      <td>1</td>\n",
       "      <td>1561734243</td>\n",
       "      <td>0</td>\n",
       "      <td>emtia5f</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>227105</td>\n",
       "      <td>I agree.  Mainstream christianity is a pervers...</td>\n",
       "      <td>Troy64</td>\n",
       "      <td>1564421229</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_cj99ik</td>\n",
       "      <td>t1_evclxl2</td>\n",
       "      <td>0</td>\n",
       "      <td>1573192895</td>\n",
       "      <td>0</td>\n",
       "      <td>evcqtgm</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149056</td>\n",
       "      <td>So racist propaganda is alright if China is ba...</td>\n",
       "      <td>grlc5</td>\n",
       "      <td>1559077541</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bsvors</td>\n",
       "      <td>t1_ep73fb0</td>\n",
       "      <td>1</td>\n",
       "      <td>1563613024</td>\n",
       "      <td>0</td>\n",
       "      <td>ep75ean</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>217699</td>\n",
       "      <td>I’m not dictating what a woman can and cannot ...</td>\n",
       "      <td>omegarisen</td>\n",
       "      <td>1562565183</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_caepbi</td>\n",
       "      <td>t1_et8ov26</td>\n",
       "      <td>0</td>\n",
       "      <td>1571671745</td>\n",
       "      <td>0</td>\n",
       "      <td>et8q2oc</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>144332</td>\n",
       "      <td>This is the best tl;dr I could make, [original...</td>\n",
       "      <td>autotldr</td>\n",
       "      <td>1558324952</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqqa4y</td>\n",
       "      <td>t3_bqqa4y</td>\n",
       "      <td>1</td>\n",
       "      <td>1562919767</td>\n",
       "      <td>0</td>\n",
       "      <td>eo6rimc</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>213774</td>\n",
       "      <td>Because I nor anyone here will change the fact...</td>\n",
       "      <td>CROAT_56</td>\n",
       "      <td>1561555286</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_c5mdid</td>\n",
       "      <td>t1_es36fkn</td>\n",
       "      <td>0</td>\n",
       "      <td>1570952154</td>\n",
       "      <td>0</td>\n",
       "      <td>es36yyr</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>52468</td>\n",
       "      <td>This is the best tl;dr I could make, [original...</td>\n",
       "      <td>autotldr</td>\n",
       "      <td>1559275358</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bv2f94</td>\n",
       "      <td>t3_bv2f94</td>\n",
       "      <td>1</td>\n",
       "      <td>1563885137</td>\n",
       "      <td>0</td>\n",
       "      <td>epkjbrl</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>244892</td>\n",
       "      <td>Ugh. Fuck. I have a soft spot in my heart for ...</td>\n",
       "      <td>StewofPuppies</td>\n",
       "      <td>1558320473</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqh4z6</td>\n",
       "      <td>t3_bqh4z6</td>\n",
       "      <td>1</td>\n",
       "      <td>1562915520</td>\n",
       "      <td>0</td>\n",
       "      <td>eo6ihy1</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>150000 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                     body           author  \\\n",
       "129437  Knew I wouldn’t have to dig far for someone to...  uglychodemuffin   \n",
       "32855   Germany was the strongest military and most ad...    HomoAfricanas   \n",
       "133386  Given that flying is one of the biggest proble...             3226   \n",
       "227105  I agree.  Mainstream christianity is a pervers...           Troy64   \n",
       "149056  So racist propaganda is alright if China is ba...            grlc5   \n",
       "...                                                   ...              ...   \n",
       "217699  I’m not dictating what a woman can and cannot ...       omegarisen   \n",
       "144332  This is the best tl;dr I could make, [original...         autotldr   \n",
       "213774  Because I nor anyone here will change the fact...         CROAT_56   \n",
       "52468   This is the best tl;dr I could make, [original...         autotldr   \n",
       "244892  Ugh. Fuck. I have a soft spot in my heart for ...    StewofPuppies   \n",
       "\n",
       "        created_utc subreddit_id    link_id   parent_id  score  retrieved_on  \\\n",
       "129437   1556831732     t5_2qh13  t3_bjytse  t1_emcdva6      1    1559496591   \n",
       "32855    1557324587     t5_2qh13  t3_blufr0  t1_emsplqr      1    1561741068   \n",
       "133386   1557313111     t5_2qh13  t3_blzb3b   t3_blzb3b      1    1561734243   \n",
       "227105   1564421229     t5_2qh13  t3_cj99ik  t1_evclxl2      0    1573192895   \n",
       "149056   1559077541     t5_2qh13  t3_bsvors  t1_ep73fb0      1    1563613024   \n",
       "...             ...          ...        ...         ...    ...           ...   \n",
       "217699   1562565183     t5_2qh13  t3_caepbi  t1_et8ov26      0    1571671745   \n",
       "144332   1558324952     t5_2qh13  t3_bqqa4y   t3_bqqa4y      1    1562919767   \n",
       "213774   1561555286     t5_2qh13  t3_c5mdid  t1_es36fkn      0    1570952154   \n",
       "52468    1559275358     t5_2qh13  t3_bv2f94   t3_bv2f94      1    1563885137   \n",
       "244892   1558320473     t5_2qh13  t3_bqh4z6   t3_bqh4z6      1    1562915520   \n",
       "\n",
       "        gilded       id  subreddit  \n",
       "129437       0  emcp2gl  worldnews  \n",
       "32855        0  emtwrkk  worldnews  \n",
       "133386       0  emtia5f  worldnews  \n",
       "227105       0  evcqtgm  worldnews  \n",
       "149056       0  ep75ean  worldnews  \n",
       "...        ...      ...        ...  \n",
       "217699       0  et8q2oc  worldnews  \n",
       "144332       0  eo6rimc  worldnews  \n",
       "213774       0  es36yyr  worldnews  \n",
       "52468        0  epkjbrl  worldnews  \n",
       "244892       0  eo6ihy1  worldnews  \n",
       "\n",
       "[150000 rows x 11 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "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>controversiality</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>129437</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>32855</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>133386</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>227105</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149056</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>217699</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>144332</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>213774</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>52468</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>244892</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>150000 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        controversiality\n",
       "129437                 1\n",
       "32855                  0\n",
       "133386                 0\n",
       "227105                 0\n",
       "149056                 0\n",
       "...                  ...\n",
       "217699                 0\n",
       "144332                 0\n",
       "213774                 0\n",
       "52468                  0\n",
       "244892                 0\n",
       "\n",
       "[150000 rows x 1 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Knew I wouldn’t have to dig far for someone to fault Trump somehow.',\n",
       " 'Germany was the strongest military and most advanced the world had ever seen, before ww2. Even at the end they still had superior tech years ahead of us. Russia ground them to a pulp.',\n",
       " 'Given that flying is one of the biggest problems, is this really a good idea? Seems like having a boxing competition to raise awareness of brain trauma.',\n",
       " \"I agree.  Mainstream christianity is a perversion of what the bible teaches.  They don't deserve the high grounds simply because of their association with the faith.  But can we differentiate between the followers and the religion?  Seems like a form of racism but against religion to say that since a bunch of religious folk are hateful that then all religions are hateful.\",\n",
       " 'So racist propaganda is alright if China is bad? You\\'d be fine with saying \"Chinese people eat 1million babies\" if it didnt impact your final conclusion? Because you just said you\\'d be ok with that.\\n\\nI specifically debated the very first things that YOU brought up. Now you are saying that me addressing the things which YOU brought up is not sufficient or relevant. \\n\\nI literally point by point opened up the wall of text you wrote and am willing to discuss any of those points further with you.\\n\\n&gt;I\\'ve listed many issues, and you only dispute a few.\\n\\nIve disputed all the tangible ones. Literally. It\\'s not useful to dispute characterizations when there are actual facts to discuss.\\n\\nIt blows my mind that you don\\'t think that the issues you specifically brought up to me \"don\\'t impact the final conclusion\".\\n\\nWhy would you bring them up then?\\n\\nSeems like arguing in bad faith.',\n",
       " \"Right, except we're not talking about 20 years ago, we're talking about now. Smoking in public spaces is hardly an issue anymore in developed countries unless you're really concerned that walking past someone smoking outside knocked a second off your life. Although you have a point with people who smoke with their kids in cars etc.\",\n",
       " \"In some ways, being environmentally  conscious is cheaper than being wasteful. It's part of being frugal.\",\n",
       " 'Multiverse.',\n",
       " 'I ate a cat today',\n",
       " \"Hahaha okay, then let me ask you this question:\\n\\nHave we found anywhere better, easier, nicer to live than Earth?\\n\\nNope, Earth is the best place we've found so far. \\n\\nYou're hilarious with your pedantry because you could be applying it to something that either matters or that you can actually be correct about, and in stead you choose this. \\n\\nActually laughed out loud, thank you.\",\n",
       " 'One that actually encourages thinking through the elements of the hypothesis and not simply \"yeah, that would probably be a bit shit\".\\n\\nWhat would happen if aliens invaded us and decided to eat us based on our consumption of meat? We\\'d get eaten. It would suck. Good job everyone, good thought experimenting!',\n",
       " \"All the world's problems for the last 2000 years are down to religion.\",\n",
       " 'Private jails should tell the prisoners how dreadful their health care is since prisoners wouldn’t fight if the knew that even a minor injury might kill you.',\n",
       " \"You're absolutely right and it's been demonstrated time and again.\",\n",
       " 'Well. The pope does.',\n",
       " 'Sigh, always gotta wade through random jokes to get to good, informative comments',\n",
       " 'Okay, I didnt say it was currently legal.',\n",
       " 'Not only that, but no grocery store even recycles them!\\n\\nThey ask me if I want the receipt AFTER they print it and then just toss it in the trash.',\n",
       " 'No sir. The vacuum began during the Obama admin, kicked into high over drive during Trump.',\n",
       " \"The Roman catholic church is worth 10 to 15 billion us dollars. I just read the comments but wtf. I get that humans get upset when ancient human made structures are destroyed but the catholic church is still just an ancient cult that preaches about a magical being that is up there in the sky or everywhere. Plus that whole touching little boys thing has got me wondering why anyone would listen to these people\\n\\nEdit: didn't the Pope say it wasn't very Christian to downvote\",\n",
       " '&gt;rt of China because China wants it to be. If Britain refused to hand Hong Kong to China, I imagine China would have simply invaded and, with Britain on the other side of the world, nothing could be done about it.\\n\\nHong Kong never had democracy under the British, so how is the \"democracy\" eroded?',\n",
       " \"You really cant see *any* differences between these 2 situations? It seems that people like you will literally shoehorn any negative thing the US has done into unrelated threads in order to.... what, discredit anything the US says or does?\\n\\nAnd I'm sure you would be the first to screech about American propaganda or how brainwashed Americans are... hilarious.\",\n",
       " \"&gt; No one has heard of the guy.  The main opposition guys are the ones that I mentioned.  If Maduro was so popular, he should have run against Lopez.\\n\\nHe’s a criminal. Anyone who tried overthrow the US government probably wouldn’t be allowed to run either. They didn’t let Lula run against Bolsonaro. If you want an international treaty that allows prisoners to run, I’d support that. But clearly you don’t know about this as much as you claimed. So let’s be more humble. C’mon. \\n\\n&gt; He was 34-years-old at the time for one reason?  I like the guy a lot and think he has many positives as a politician, especially courage and authenticity.  But he can come off as inexperienced given his age.\\n\\nYet he wants to be the selected leader of Venezuela while forging alliances with the most bloodthirsty and fascistic leaders in the hemisphere. He doesn’t want free elections. He will roll back the reforms of the Bolivarian revolution. \\n\\n&gt; And of course even if he had run and have gained traction, which he probably would have, the election commission would have disqualified him.\\n\\nI don’t necessarily believe that. They had a chance to negotiate an internally mediated solution. They left the negotiating table right before the deal was signed. \\n\\n&gt; The PSUV will be able to run in the election.  Many overtures have been made to them.  They are allowed a seat at the table.  Maduro could run but he'd get blown out.\\n\\nMaduro won’t be able to run. No guarantees have been made to that. The US has rejected it out of hand. Why do you keep saying things that are so easily proven false?\\n\\n&gt; And this is a bad thing?\\n\\nYes. \\n\\n&gt; Lord bless us..  Maduro has a police force called the FAES that executes poor people in the slums for political activism on his orders.  Trump by contrast is an obnoxious blowhard who is bound by the Constitution of the US.\\n\\nWho sends children to concentration camps and bombs children in their sleep. He’s got far more bodies on him than Maduro. Not even close.\",\n",
       " 'Was that source a Vatican spokesman?',\n",
       " 'A criminal is someone convicted of a crime. He hasn’t been convicted of anything',\n",
       " '&gt; This is propaganda.\\n\\nIts not really. Its the real axis of evil as far as I am concerned. Those three countries have done more damage to the middle east than any other. They like to accuse Iran of being the biggest negative force, but they are projecting big time.\\n\\n&gt; The US isn\\'t in Yemen\\n\\nThe US is in Yemen. They are supplying the Saudis with weapons, they are refuelling their jets, they are enforcing the blockade with their navy that has starved at least 85 thousand children, they are supplying them with intelligence, Erik Prince\\'s mercs are there, they provide political backing that keeps the genocide ongoing instead of stopping it. They have the power to end the suffering, but choose to participate in it instead.\\n\\n&gt; The US hasn\\'t done anything in Libya since the ousting of Gaddafi\\n\\nYes, they supported a bunch of jihadi extremists to overthrow the government of Libya, with no plan afterwards. And then watched as chaos filled the power vacuum. It got so bad that open slave markets started appearing, and hundreds of thousands of refugees escaped to Europe through the chaotic, unprotected Libyan coast. Now they support an authoritarian fella called Haftar, who is currently engaged in sieging the capital city in an attempt to overthrow the internationally recognised Libyan government.\\n\\nJust because you are ignorant of whats going on around the world, doesnt mean the US is not doing anything.\\n\\n&gt; The US hasn\\'t done shit in Palestine\\n\\nThe US has unconditionally supported Israel at the UN, even as it continuously expands into Palestinian territory, even as it brutally occupies Palestinian land and murders them with impunity. They could very easily apply pressure on the Israelis to come to peaceful terms with the Arabs. Instead they choose to buddy up with Israel as it continues its ethnic cleansing campaign.\\n\\nJust like the US did nothing about Apartheid South Africa and was allied to it for decades. Until enough public pressure caused them to sanction the Apartheid government, and within months, it was finished and justice was restored. They could do the same in Israel to end the conflict, but take Israel\\'s side and protect it nonstop, exacerbating the conflict and hatred for decades.\\n\\n&gt; The fact that a possible war with Iran is seen as an \"evil act\" is ludicrous\\n\\nIt is an evil act. You are instigating another war for no reason. Iran signed the nuclear deal and was abiding by it. The US tore it up, reinstated sanctions to cripple the economy and now threatens it with war. You are upping the tension, and pushing us to the brink of another war. And you are conveniently forgetting all the hell you brought to Iraq with your WMD lies. half a million dead, and ISIS rising as a result.\\n\\nYou are also forgetting Syria, where you armed savage jihadis to overthrow another government you didnt like. Another few hundred thousand dead because of your hubris.\\n\\nThere is more I could go on about, but you get the picture. The US is a destructive and massively destabilising force in the region. Along with its buddies the Saudis (who promote the ideology that creates ISIS recruits) and the Israelis, who have started more wars in the region than I can count. \\n\\nLearn about your countrys role in the region. There is a reason they dont like you there, and its not because they are irrational and hate filled.',\n",
       " \"Oy. *Yes*, they reference experts. It's like you're desperate to fulfill the populist prophecy that educated people are wrong. You can find some prognosticators who were wrong, but that does not a consensus make!\",\n",
       " \"But it isn't broken. It's not causing Canadians any inconvenience. Most just don't care. It doesn't cost us anything. It costs the British less than it makes them in tourism dollars. We speak English, our culture is descended in part from theirs, our law system is based on theirs, our parliament is based on theirs. Americans put George Washington on their money because they see him as being a founder of their civilization. We have the queen on ours to represent the various things England/Britian have given us. As for not being Canadian; she doesn't really need to be? It is a purely symbolic role. All she needs to do is confirm things that our parliament has already decided.\",\n",
       " 'Texas Air National Guard, but he was a pilot.',\n",
       " 'I mean are we surprised?',\n",
       " \"Oh yeah, I'm not saying right-wing violence doesn't exist and they're not dangerous. They just have a better PR Manager (not kidding, they do). \\n\\nAlso this is about how it is in Germany.\",\n",
       " '\"J/k we totally want to start a war with the country that has been spending by far the most on their military every year for decades.\" Like what else are they going to say?',\n",
       " '\" he must surrender all travel documents in his possession\"\\nyeah, that\\'ll stop him.',\n",
       " 'not with that attitude.',\n",
       " \"I'm sure the committee that's responsible for the restoration must have started salivating when they heard of all the money coming in. They must have started deciding on how they were gonna embezzle a nice chunk of it and started planning their vacations for the next 10 years.\",\n",
       " \"I'm not arguing for absolute freedom of speech. I said as long as it's not infringing on other's right.. Yelling fire in a crowded theater does infringe on others rights. I don't think what this man said is infringing on other's rights. He may be saying something incredibly offensive, but that doesn't mean that he has no right to say it. Also he should not be protected against others saying how he is an idiot. But it is immoral for him to be imprisoned for what he said\",\n",
       " 'What about the \"[50/500 rule](https://conservationbytes.com/2014/01/28/were-sorry-but-50500-is-still-too-few/)\" I was taught in college? Even if we go higher like they discuss in the link, like 500/1,000 or even 5,000/10,000 the 80,000 Koalas in the wild are way higher than those minimums? No?',\n",
       " 'If only someone could make that not happen.',\n",
       " \"anyone not upset about Trump is a fucking idiot that's for goddamn sure.  Scum of the fucking earth, worst people in history.  Embarrassments.\",\n",
       " 'Yeah, they already do just that (governments, I mean), and since forever. \\n\\nHow many laws have you voted for (or against) in you life? Did you even \"voted\" for having a democratic system or was it already decided long before your time? All laws were imposed on you without your consents. Federations or nations, it doesn\\'t make any differences: you are not in control.\\n\\nDemocracy is christmas for adults, but for the poor ones only. The rich get to decide what laws they\\'ll follow, and half those laws were made to protect their stolen wealth anyway.\\n\\nPro or anti EU is bullshit. Both sides are sheeps, both sides are serfs.',\n",
       " 'Saudi will relish this too! Iran acting foolish',\n",
       " 'Ask Navalny\\n\\nChina sure as hell is',\n",
       " \"An accidental shoot-down with a written apology from the President and a $130+ million settlement (in 1996 dollars) is not 'terrorism' and only a child would claim otherwise. Adults understand the difference between purposeful terrorism and terrible tragedies.\",\n",
       " \"The guy totally doesn't recognize how poor of form it is to insert oneself into another country's internal politics. Then again, Trump's entire election was boosted by Putin tacitly doing the same, so maybe that's all he knows.\",\n",
       " 'It must be nice to have more than one choice. In the US you either vote for the wieners to out of touch to do anything or a party that lets children die in concentration camps.',\n",
       " \"Not speculation, first hand eye witness accounts by the people who were bashed at Yuen Long station.\\n\\nAs for 'Westerners believing their own narrative', nice attempt at projecting your own government fed propaganda to everyone else. Unlike in China, we are free to give our opinions without fear of retribution.\",\n",
       " \"Isn't it fact that average temperatures are rising each year? The fact that france just recorded a new highest temperature? Is that not enough proof?\",\n",
       " 'I agree. There should be millions of square miles of rainforest set aside as untouchable, much like America has in the west due to the efforts of teddy Roosevelt, but land use is a fundamental right for people and the only way to save wildlife and maintain ecosystems is to enact sound policy that can meet both the preservational and conservational  mind sets of THEIR respective countries. \\n\\nWe currently have foresters down in Brazil, Peru, And Chile promoting both of those mindsets, speaking with local farmers and timber industries to find that middle ground. You may not see those players taking action in the news, because a wide angle aerial shot of a clearcut rain forest produces more emotion than an article about policy negotiations. \\n\\nPositive things are happening.',\n",
       " \"The point still stands.\\n\\nThe fact of the matter is that a person (a rather crude person to be sure) is being assumed guilty, and at this point the legislative branch is working overtime to take over as the judiciary branch instead of their job. I understand that they also are a check on the power of the other branches including the executive branch and I'm glad they competed the investigation, but now that the results are in and have been studied and gone over millions of times the only conclusions we have is Trump is very egotistical and can be bad tempered when he feels persecuted and be didn't criminally conspire with Russia.\\n\\nHowever, since certain people didn't get the results they hoped for, here we go again, and again, and again, and will never find anything they can use to solidly impeach Trump but they keep dangling 'He's not exonerated yet' using that to score political points and accomplishing nothing else and blame Trump the whole time probably for not doing anything.\",\n",
       " \"Gonna be hard to do since virtually every major airline has them on order.  It's the best selling plane in history\",\n",
       " 'What about relief workers? Should they get paid 24 7 cause they agreed to answering phones? Should anyone who might need to be called in in case of emergency get paid 24 7',\n",
       " \"While I don't agree with some of the more extreme measures, religious schools and home schooling should be abolished and public schools should be funded more and expanded and be made mandatory.\",\n",
       " 'Why would you consider Chavez a dictator?',\n",
       " '~~ballistic~~ missile  \\n  \\nThere, lol',\n",
       " 'Took you 10 minutes to find your shitty ammo to make yourself feel like a big man? Pathetic.',\n",
       " \"I'm not sure I understand what you mean.\",\n",
       " 'Ah yes Iran keep talking shit.',\n",
       " 'Just accept the fact that there is male and female no need for more bullsht no need to over complicate it and why is it every year they keep adding more letters and symbols on that lgbt something ++ are they all scientist who keeps discovering new gender every year? lol',\n",
       " 'Exactly what we need, now just fkr other countries to out do us in a eco war',\n",
       " 'And this makes it ok?',\n",
       " 'Agreed. People think that they are safer when all they are doing is ensuring that the next power hungry totalitarian has a cake walk.',\n",
       " 'Just remember that if Palestinians put down their weapons today, there would be peace.  If Israel put down their weapons, they would be destroyed.',\n",
       " '50 shades of grey’s anatomy?',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'Lol sure.',\n",
       " 'This is not surprising lul',\n",
       " 'yes, cancer',\n",
       " \"Politics and technology don't mix well (see facebook vs congress for clueless idiots asking questions a 5 year old wouldn't ask out of embarassment), then you add consumer rights into the mix and this is the result.\\n\\nCanada already has countless screwed over consumers (anyone bought a ford focus/fiesta with an automatic transmission, that ford refuses to actually fix since theres no lemon law. If you buy a car and it breaks, have fun - is the current law).\",\n",
       " \"The people's vote was in 2016. We then had an election in 2017 to determine how we should go about the process. Neither vote went the way I wanted, but I accept the mandate because that's how democracy works. Why are you so bitter about a vote that doesn't even affect your own country? If you think it's sustainable for a population the size of Coventry to move to Britain every year without restriction, you're severely deluded.\",\n",
       " \"I think your getting downvotes for oversimplification. Your chosen details paint an isreal good, arabs bad picture. Sadly history isn't that simple, and no side was all right in the fight for a Jewish state, or all wrong for that matter.\",\n",
       " \"She's not a great leader but damn did she give it her all.  It's hard to blame her for not coming up with a deal when they were all given many options to choose from themselves and couldn't agree on a single one, and this was like a week before the deadline.  I kind of feel bad that all the blame is pinned on her.\\n\\nParlament has to get their shit together regardless of who the leader is.\",\n",
       " 'It would mount enormous pressure on the government to take meaningful action on climate change. It would grind the country to a halt. Councils can’t operate without money. And all the public anger at their kids school being shut and the bins not being collected would be aimed right at the government.',\n",
       " 'Laugh at him but hes the reason we are not at war.',\n",
       " \"Don't forget about Syria.\",\n",
       " ' A lot of them do not believe so. And when the US say sit, they sit and when they say jump, they ask how high?',\n",
       " '&gt; show me one aborted baby that grew up to be garbage.\\n\\nI want to make a joke about a garbage bin with aborted fetuses so much...',\n",
       " \"Calm down it's just some spiritual dude throwing in his two cents, no one actually cares.\",\n",
       " 'But this person has to CHOOSE not to get vaccinated.  Your analogy makes no sense.',\n",
       " \"Ahh I got the two confused, fair play, the EU has committed to reducing HFCs but hasn't outright banned them yet\",\n",
       " \"&gt;other mammals that don't dissipate heat like humans do.\\n\\nDOGS. For the love of DOGS we have to change things. What in the fuck kind of bleak existence would it be if all the dogs just got wiped out because of heat?\",\n",
       " 'No, I thought so too, but they are saying its Germanic now...',\n",
       " \"Sure sure, I've been hearing that for decades -- always imminent doom. Are you Russian by any chance?\",\n",
       " \"I'm not talking about legal definitions though and if i was sweden is very low on the totem pole for legal definition of rape that most people would care about.\",\n",
       " \"We should tell them that it's a sacrifice for our own children.\",\n",
       " 'As I said, just ask someone in the industry.',\n",
       " \"I'm sorry it came off that way; I know you didn't and I apologize, I wasn't trying to be defensive. I'm just bitter and frustrated. The idea is to just get involved as much as you can I guess, but even then the burnout is real. A couple of years ago for instance a huge movement in my city got fracking banned within city limits and it was a huge grassroots undertaking and felt like a real victory. Two or three days later texas passed a bill essentially saying that cities did not have that right and the fracking continued anyway.\\n\\nI do what I do for my kids, and that's what makes me bitter. I know the world they grow up in will be much different than the one we're in now. I'm also involved because my political ideology believes solidarity is a verb, and if there's something I can do to help I will. But nationally and internationally...idk. I guess I just want to be one of the people trying to help and mitigate rather than giving up. Apologies for the rant, I guess it's been weighing on me.\",\n",
       " \"It's almost as if Trump was sort of a failed property developer with business all over the world before he decided to run for president probably as a PR stunt. shock. horror. alarm. and so on.\",\n",
       " 'Your lineage will be gone in a heart beat when they turn on you. I’m going to survive guaren-fucken-teed.',\n",
       " 'Oh snap. I’ll take your word for it, I read it as Canada is behind those two so I suppose I misread',\n",
       " \"That's not true in the rural south though. But the cost of living is way less than Bozeman and Missoula.\",\n",
       " \"I wasn't defending anyone...you're tacitly approving of Sharia law by the same standards.\\n\\nFuck Iran and Fuck Sharia law...happy?\",\n",
       " 'It really wasn’t',\n",
       " \"Unfortunately, this is quite true of many western governments. In particular, the United States government has shown a blatant disregard for the people within and without its borders. As a point of hope, climate change awareness has been at least partially a grass-roots phenomenon: an exercise of the people's will. If the peoples of a nation can affect positive change on the matter of climate, then perhaps the more compassionate notes found in grass-roots dialogue may seep into the conversation as well. I'm neither optimistic or pessimistic on this issue. As I see it, the answer to the climate question -to the question of the will of the people, and its exercise by government- may be a toss-up.\",\n",
       " 'Where does opium come from?',\n",
       " 'Please donate to the Rainforest Trust donations are currently doubled.\\n\\nhttps://www.rainforesttrust.org/projects/conservation-action-fund-2/',\n",
       " 'Most of those countries agree probably much smaller than the US with much smaller populations and economies.',\n",
       " 'Lol',\n",
       " \"Could work.\\n\\nHe could also add paid dlc's of small, medium, large, and monster tackle.\\n\\n...and have an expensive  subscription model where you pay him to automatically add monster size to any image with your face by default otherwise you get the tiny todger default setting. :P\",\n",
       " 'holy fuck this ukip monckton guy. his mug looks like farage if left in the microwave for an extra minute.',\n",
       " 'I only buy locally slave farmed coffee.',\n",
       " \"you want california and newyork to control 25% of the vote for president. man you're hilarious. clearly have no idea what the whole concept of U.S is. Not surprised.\",\n",
       " 'People who abuse alcohol, like he did in his younger years, tend to have brain damage and not make great decisions, such as letting Dick Cheney respond to 9/11 while you finish a photo op reading kids a picture book. Or letting the guy you asked to find you a running mate pick himself.',\n",
       " 'I agree with you. I doubt very much this is true...',\n",
       " \"I mean, they're not *wrong.*\",\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"Hi I worked for a green power program at TVA in the 90s. Solar and wind were part of our mix back then and the cost per kw/hour was cheaper than nuclear and comparable to coal. \\n\\nRefusing to put climate change at the foot of the fossil fuel companies that have been trashing our planet for decades is obfuscation. We are in the situation we're in because people at the top are making fuck-tons of money. Hippies weren't the ones who spilled oil in Alaska, that was Exxon. Hippies weren't the ones responsible for Deepwater Horizon, that was BP. Hippies weren't the ones responsible for getting us into Iraq, that was PNAC. And Hippies weren't the ones pushing climate change denial, that was Exxon, Shell, American Petroleum Institute, and various industry PR groups.\",\n",
       " \"And like with most things the US rested on its laurels and let the rest of the world surpass them while still pretending to be superior because of freedom or whatever.\\n\\nThe US had and still has so much potential, but as long as it's being run by the rich, it'll keep shit spiraling. Y'all need to get money out of your politics.\",\n",
       " 'Although the investigation established that the Russian government perceived it would benefit from a Trump presidency and worked to secure that outcome, and that the Campaign expected it would benefit electorally from information stolen and released through Russian efforts, the investigation did not establish that members of the Trump Campaign conspired or coordinated with the Russian government in its election interference activities.',\n",
       " \"How did I know the problem was that he didn't have any money?\",\n",
       " \"Guns are of no use to solve political problems such as Venezuela's.\",\n",
       " 'Do you want another Cristero War? Because this is how you get another Cristero War.',\n",
       " 'Bomb those bitches',\n",
       " '5',\n",
       " 'lol. I want to take a same position as you do. How much yen can I make per day?',\n",
       " 'Same reason kids eat their boogers, I imagine; while gross, they haven’t yet been informed that munching their nose nuggets puts other people off. Or if they have, they just don’t care.',\n",
       " \"&gt; OR you could do something even better, and condemn Pakistan for their shitty culture and treatment of women. But that's not Politically correct is it,.\\n\\nAs someone from a similar backward honour, but to have the luck to grow up in the Netherlands, so I could runaway at 17.\\n\\nThank you, we need to condemn this bullshit, cause that is what it is.\",\n",
       " 'Does he realize how much our air and water have improved since the creation of the EPA and The Clean Air Act and The Clean Water Act.',\n",
       " \"I guess we have different ideas about what new means, something from 1949 doesn't strike me as being novel.\\n\\nThe data collected on the experience of trans people, and the gender dysphoria they feel, isn't really reductionist. You still haven't provided any reasoning or evidence to contradict the current consensus other than its too new for your standards.\",\n",
       " 'If only there was a plan to stop and or fix the problem.',\n",
       " \"Let me explain that remark. I'm sitting here in a jungle shit hole, lucky to have weed, and meanwhile on r/drugs everyone is posting their chem fuelled threesomes, overwhelmingly located all over the US. The point is, the average user will find more variety, better quality, at reasonably competitive prices, and faster, than anywhere else on the planet, except silk road before the Fed's got Urlich, and most of that product came from the US too.\",\n",
       " 'What is even this post?',\n",
       " 'So, is someone going to do something about it?  You know, like avenge the planet?',\n",
       " \"You need some help, man. Suicide isn't a joke.\",\n",
       " \"That's very naive of you to think it will only take a couple weeks to flatten the Iran military.\",\n",
       " 'Yeah but get outta here with your hate facts!! /s',\n",
       " \"But we can't take peoples right to rule just because our own assumptions of what they might do wrong, can we? That is what you believe will happen but probably it's not gonna happen at all. \\n\\nYou try to portray islam and islamism as evil oppressors. I say it is the goverment that will grant freedom to other religions and will make muslims happy.\",\n",
       " 'Oh shit, how afraid I am of my government.\\n\\nAm I supposed to be dissuaded by that?',\n",
       " 'Why would they do stuff that destroy themselves?',\n",
       " \"it doesn't.... there is no replacing the electricity we need to power our homes, businesses and schools ... and there is no replacing the gasoline we need to transport food from farms to the market or food from shipping docks in the winter to our stores... or to transport people to work and school..\\n\\nthere is no replacement for our energy needs  \\n\\nbut you have fools out there like bill nye crying his eyes out and not providing a solution\",\n",
       " 'bill hicks was right',\n",
       " \"Okay - if 30% of children were being abused,  I would put a system in place that would help prevent that abuse as best I could. Didn't really need to think about that one.\",\n",
       " \"&gt;They were dealing with someone they know won't pull the trigger on no deal though...\\n\\nBrexit date was already set in the UK law so that UK would exit in the end of March regardless of does UK have a deal or not.\\n\\n&gt;If they weren't afraid of no deal they wouldn't have granted the extensions.\\n\\nThey're not afraid, but of course having UK in the extension limbo is preferrable to EU than a hard brexit. It's being pragmatic. Just like it is more pragmatic for the UK to have an extension instead of hard Brexit.\",\n",
       " 'Is this common in Europe too? I know the USA is home to everything morbid, but I wonder if this is common in other first world nations.',\n",
       " 'Calm down bud. Maybe go work on your reading comprehension and try to do some googling in your own. \\n\\nAs of right now, your just making an ass of yourself.',\n",
       " \"Oh yes, Obama would be going around killing them himself? It sounds like Trump isn't the only moron.\",\n",
       " \"Yes except there's someone behind the fly.\",\n",
       " \"If attacked Iran will almost certainly try to use it's proxy forces - mainly Hezbola, so expect attacks on Israel and a subsequent invasion on Lebanon and possibly Syria.\\n\\nI'm sure the remnants of Isis will take the opportunity to hit whoever they feel is vulnerable if they can.\\n\\nIt's got the possability to spiral out to engulf much of the middle east.\",\n",
       " \"Ain't *cutting* it\",\n",
       " \"No. According to the definition you've provided *intent* is what determines criminality, not possession as this is a case with an inoffensive 'something'.\",\n",
       " 'How am I being hypocritical?',\n",
       " \"Oh yes, China's in a position to lecture people on human rights!\",\n",
       " \"You're saying you read the article, and maybe you *did* do more than briefly skim it, but if so, it doesn't seem that you comprehended what you read.\\n\\nThe fact is, and what this paper makes very clear, is that there are no hard facts on what happens when large groups of people immigrate to countries that have very different cultures. There are just way too many factors to consider, but there is evidence to support that Muslims can integrate into Western society. For example, the authors point out how nationality is historically proven to be a significantly more important factor in a people’s values than their religion.\\n\\n&gt; Historically Catholic or Protestant or Islamic societies show very distinctive values, but the differences between Catholics and Protestants and Muslims within given societies proved relatively small. For example, the basic values of German Catholics were closer to those of German Protestants than they were to those of Catholics in other countries: the German Catholics were much more German than Catholic. The same is true in the U.S., Switzerland, The Netherlands and other religiously mixed societies: Catholics tend to be slightly more traditional than their Protestant compatriots in these countries, but they do not fall into the historically Catholic cultural zone or anywhere near it. Rather surprisingly, this also holds true of the differences between Hindus and Muslims in India; and Christians and Muslims in Nigeria: the basic values of Nigerian Muslims are closer to those of their Christian compatriots than they are to those of Indian Muslims. Similar patterns exist for other variables as well: educational, generational, occupational and ethnic differences on the two value dimensions of traditional versus secular‐rational authority and survival versus self‐expression values are much smaller within than between societies. Living in a given country has a stronger impact on people’s belief systems than their specific type of faith, lending support to the integration theory.\\n\\nYou’re incredibly lazy response quotes one paragraph from one **theory** on multiculturalism as if it invalidates the rest of the findings and arguments made within the paper. You then quote another paragraph from the section on theories supporting integration and immediately write it off as “biased” with no effort to refute the sources. How is the paper biased for providing theories on BOTH arguments? Your comment that I initially replied to suggested that you were open to evidence to the contrary of anti-integration beliefs, but you immediately wrote the article off just because you didn’t like what you’re reading. You’ve still made NO effort to cite your own belief “Muslim migrants actually tend to become *more* conservative once they're living in a country that isn't Muslim majority” while making incredibly weak attempts to refute the contrary arguments that I have provided you.\",\n",
       " \"I get that you want to call them incompetent authoritarians.  But the reality of the situation is that Trump would be assassinated in a heartbeat if he were a third world dictator.  That job is fucking hard and requires the ability to inspire personal loyalty from your immediate subordinates and generals.  This is a trait that Trump has never shown an affinity for.  His subordinates don't follow orders, don't respect him, and he has never been good at sharing the pie in the way third world dictators do to buy loyalty.  \\n\\nHe could make the speeches a third world dictator does.  He could have the disastrous policy ideas a third world dictator does.  He could give in to the same human rights abuses and personal atrocities that a third world dictator does.  But he couldn't hold onto power effectively.\",\n",
       " 'Why else do you think the EU created INSTEX? The threat from US was always that they would shut off their banking systems to Europe if their vassals dared to trade with Iran.\\n\\nConsider this, a lot of trade flows settlement is in the US. Most major banks in EU rely on the US for business. If the US bars them like they do all the countries they sanction, what would happen?\\n\\nThe unfortunate reality is that the US holds too much of a grip on the rest of the world, by design. It would take a number of years and a really coordinated effort to decouple from the US. At the current rate, thats not likely to happen.',\n",
       " 'Except those junkies had choices...they had choices at many steps along the way to stop using. People with chronic pain don’t have a choice; they should be able to receive adequate treatment just like with any other illness.',\n",
       " 'Ohhh well yea.',\n",
       " 'Define \"native\". The Turkic Muslims moved into XinJiang after they asked the Qing Empire to eliminate the natives.\\n\\n&gt;The Qing \"final solution\" of genocide to solve the problem of the Dzungars made the Qing sponsored settlement of millions of Han Chinese, Hui, **Turkestani Oasis people (Uyghurs)** and Manchu Bannermen in Dzungaria possible, since the land was now devoid of Dzungars.[19] The Dzungarian basin, which used to be inhabited by Dzungars is currently inhabited by Kazakhs.[21] In northern Xinjiang, the Qing brought in Han, Hui, Uyghur, Xibe, and Kazakh colonists after they exterminated the Dzungar Oirat Mongols in the region, with one third of Xinjiang\\'s total population consisting of Hui and Han in the northern area, while around two thirds were Uyghurs in southern Xinjiang\\'s Tarim Basin.[22] In Dzungaria, the Qing established new cities like Urumqi and Yining.[23] The Qing were the ones who unified Xinjiang and changed its demographic situation.[24]',\n",
       " 'Also, the same county that chopped him up is where the majority of 9/11 hijackers came from... likely backed by the Saudi government',\n",
       " 'Air conditioning may not be low-power but the loss of human life is high cost. Something will need to change.',\n",
       " \"Imagine evolving to the point that our species's head can't get any bigger or else we won't be able to give birth because our pelvises can't keep up.\",\n",
       " \"uk has always been america's bitch\",\n",
       " 'That\\'s not the impression I got from the Theranos documentaries.  All the workers were sounding alarms, but billionaire investors were like \"\\'it\\'s cool, this totally makes sense \". Holmes herself was spouting nonsense half the time.',\n",
       " 'Sure but our society values intention/justification. A distracted driver can kill someone by accident and get charged with involuntary manslaughter, while if a different driver planned to kill someone they would get charged with 1st degree murder. There could also be someone who mows down a shooter with a car but be charged with nothing because it was in self-defence. All end up with the same outcome yet have very different punishments. \\n\\nAffirmative action may have the same method here, but it has a different justification/purpose, thus saying its the same thing is over simplification at best.',\n",
       " \"Lol only 2500 E one time fine?  That's nothing.\",\n",
       " \"I did not say that\\n\\nI said any foreign intervention is wrong.\\n\\nSo you're saying the USA should be the world's police force?\",\n",
       " 'Should have learned from the people died there once before....(Says the guy who lives in LV)',\n",
       " \"That's the point. A depression will bring down property prices. Watch all his friends buy a lot of land soon.\",\n",
       " 'Haven’t you heard, the US is the world. The rest are “shit hole countries”. Just ask Ivanka’s dad.',\n",
       " \"It's their descendants that are going to live with that shame, maybe.\",\n",
       " 'If you think the first world would pick food rationing and a billion migrants over genocide and forced misery you don\\'t know much about western history. Like I said, you\\'re taking evidence from one specific field and using it to make very broad projections about society and politics, while not using any evidence related to those fields. \\n\\nYou also refuse to give any of this a specific date beyond \"sometime in the near future\". Seems like you only have the capacity to feel scared or guilty and nothing else.',\n",
       " 'Why would it happen to me? I’m not a controversial politician. You’re unable to apply context and nuance into your arguments.',\n",
       " 'Its perfectly legal, so long as the people responsible for holding him accountable refuse to do so.\\n\\n&amp;nbsp;\\n\\nEdit: besides, the constitution isn\\'t legally binding. Just a bunch of broad suggestions is all that is.\\n\\n&amp;nbsp;\\n\\nEdit 2: yes, that was blatantly faulty logic. Anyone who thinks \"trump didnt break the law\" needs to bash their face into oncoming trains until they develop some reasoning skills.',\n",
       " 'This is a definition problem.  In the US a subsidy is known as in some way giving them money.  In modern times people have decided that untaxed hypothetical nonexistent taxes are subsidies.',\n",
       " 'That’s like, 6 joints.',\n",
       " \"\\nA solders job is to do what it's told not to give its opinion about it. They need to learn their place.\",\n",
       " \"That's why things are so good in middle America.... wait.\",\n",
       " 'I live in the United States and this visualization is entirely useless.',\n",
       " 'Lol TIL a small clump of human embryonic cells is of equal moral concern to a fully formed and conscious woman.\\n\\nRiddle me this: if a fertility clinic was burning down and the staff were trapped inside, would you save the embryos or the staff first?',\n",
       " \"Wouldn't the range of the plane's radar/sensors be significantly shorter than the range of this missile?\",\n",
       " 'Im genuiely glad your farm is cool but when i said mathmatically i wasnt talking about the car thing I was talking about the UN climate report showing 100 companies causing 70% of co2 emmisions. I dont think blaming everyone as an individual is really like an effective idea, like we should all do our part to curb ourselves but even somehow everyone did that there are still these 100 companies who to me just need to be stopped',\n",
       " 'How would it be biased if they added the number of Republicans that joined to the beginning of the title?',\n",
       " \"That's a pretty bold claim to make since the Aboriginals didn't have a written language so we have no idea what they did for the thousands of years prior\",\n",
       " 'You understand, that this will also cost shitloads of money if Trump continuous like this.\\n\\nYour GDP debt is already \"stellar\".\\n\\nTrump is on a real \"wrecking your country\" course',\n",
       " 'oh there certainly is a friendly and benevolent way to put across a different opinion, and now probably now there will be a discussion about how to exercise that on internet. I guess we will have to start teaching that along with table manners.',\n",
       " 'Met a guy recently in Amsterdam that owns an art gallery in a hotel that was once a big church in Maastricht.   Really beautiful place.   Love the Netherlands.   Can’t wait to go back.',\n",
       " 'First of all there are a lot of assumptions in your post. No one was able to prove that there is some sort of traffic redirection or some other backdoor/trojan in the Huawei phones that would allow the Chinese to spy.\\n\\nSecondly do you think this will hurt Huawei or will it hurt Google, Qualcom and all the other smaller US based companies working with Huawei? I would assume the latter.',\n",
       " \"So even a temporary closing of the straights of homes for a little skirmish would be so bad for the world economy that even economic war crazy Trump would not go for it.  A war over the straights would suck in Saudi Arabia and the resulting bombing of industrial infrastructure would hugely reduce oil out put from both Iran and Saudi Arabia. \\nThis prisoners dilemma has such huge penalties for lack of cooperation every player in the region has acknowledged armed conflict is a non starter.\\nSo this is Iran's only real pathway, some light poking of the bear....\",\n",
       " '\"The Russian government interfered in the 2016 presidential election in sweeping and systematic fashion.\"\\nSource: https://www.justice.gov/storage/report.pdf',\n",
       " 'deleted  ^^^^^^^^^^^^^^^^0.1078  [^^^What ^^^is ^^^this?](https://www.latlmes.com/arts/return-of-the-golden-age-of-comics-1)',\n",
       " 'Yea if we survive through it',\n",
       " 'What',\n",
       " 'Honey, Netanyahu created a goverment which is all right winged, thats 60%, and all the right winged parties are even more right than the likud, yes the jewish religious ones too.\\n\\n\\n(That\\'s 60% out of 80% by the way, as the 20% who are left are arabs who were \"spared\" after the 1948 cleansing. so  75% of the jewish israeli population went Netanyahu or **worst**)\\n\\n\\nAnd let\\'s not open the notion that even lapid and gantz are actually center-right, with both stating on record how they wouldn\\'t \"sit with the arabs\"\\n\\nThe only left in israel is meretz and the arab parties, jews in israel are predominantly racist with ideas of ethnical superiority, as in, not being a zionist is pretty much an insult for any israeli jewish',\n",
       " \"&gt; What other reason could he POSSIBLY have to assume they were not from America?\\n\\nThe fact that they weren't originally from America.\",\n",
       " 'Doesn’t matter, my net benefit is still the same since i have to pay the middle man',\n",
       " '\"Awareness\", in charity terms, means that too. Not just people being \"aware\" that climate change is a thing, but also understanding more detail of what it\\'s about, *and* wanting to get involved in making a difference - be that personally or by pushing for action from governments and corporations.',\n",
       " \"Yep. And you have to admit, him hosting a charity event to promote children's events using adult strippers is perfectly on par with how Trump acts.\",\n",
       " \"*Legends of Tomorrow* has a character based on DC's female hero Isis, but you can't name a superhero that today, let alone a Muslim one.\",\n",
       " 'oil company executives should be tried for crimes against humanity',\n",
       " \"&gt;Assuming that's about average birth rate\\n\\nWell, this is actually a pretty poor assumption because (under a null hypothesis) villages with a small birth rate over the 3 month period are much more likely to birth no females. Hence one might expect that the overall birth rate to be much higher than 216/132, roughly depending on the distribution of village sizes.\\n\\nAnyway, the point stands that it's hard to gauge the statistical significance of the headline.\",\n",
       " 'This is news? DERP.',\n",
       " \"Absolutely right. India is much more behind than China. They just don't want to see Eastern countries ahead of them. Those not really digging into history what the fucking act they have been done to the east centuries ago. They get most of the resources from here with the unfair trade. Now they talking about fair trade and democracy. Fuck the western.\",\n",
       " '“Extinction”. mmmkay',\n",
       " 'or Hannity is a Russian asset.  Much more likely.',\n",
       " 'how is it transnational is the Koch brothers are going against Alt-right interests',\n",
       " 'Some grannies? omg noooooooo you cheapskate!',\n",
       " \"No, I'm not misunderstanding, I think you see it as black and white, while it is not.  \\n\\n\\nSwitzerland is not a completely direct democracy, they are a hybrid between direct and representative.  \\n\\n\\nThere are gradations of directness.\",\n",
       " \"Lmao of course he has the money, but it takes a lot of time on a long plane ride to cover a huge distance and he's a busy guy I'm sure lol\",\n",
       " \"&gt; Did you now Japan never apologized for raping, torturing, and killing millions of Chinese during WWII?\\n\\nWhich is justifiably reminded quite often like US gunning down a civil aircraft. Also, don't worry China and Korea didn't forget about all the Japanese atrocities and there has been big tensions since then between those countries.\\n\\nSo yeah, we might keep blaming the US military for that airplane down, because, well, they killed those people.\",\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'He used to be until his recent trip to China. You know how politicians behave, they change with the wind. Once they receive some benefit, its not uncommon for them to flip a 180.',\n",
       " \"Sanctions on China because of this reason or that reason don't matter they'll all have the same economic impact. So we have people complaining that tariffs on China is actually hurting Americans not China. Yet when the issue changes to Hong Kong suddenly the victim will be magically changed to China. I don't know if it is stupidity or ignorance, probably a combination of the two.\",\n",
       " 'Ok then?',\n",
       " \"It's just part of their communist language. Their currency is People's Money, their military is The People's Liberation Army, their Country is the People's Republic. It's almost as if they are insecure in the fact that people have 0 say in their government.\",\n",
       " '&gt; Fernström Nåtby’s berth, along with meals, cost upwards of $100 a day \\n\\n  \\nThe trip took 12 days, so $1.200 in total. I dunno why but that seems like really expensive considering we are talking about a cargo vessel here and transporting passengers is probably considered \"a neat little extra income\" on top of their already profitable cargo operation.',\n",
       " \"I have some overgrown spots in my yard. I'm a bit lazy. Maybe I should just lay down clover and wildflowers.\\n\\nI've made peace with some weeds because I like the bees that leave in my dirt and the few bugs I get in the neighborhood. It's nothing like I remember from the 70s. I hardly see grasshoppers anymore.\",\n",
       " 'Nice name.',\n",
       " 'I though CO2 wasn’t an issue, but carbon monoxide was... which is what exhaust emits, etc... \\n\\nWhat am I missing?',\n",
       " \"You say that as if it's a bad thing. 2020 salt is going to flow, gonna love watching you lefties take to the streets again and set fire to hard working businesses and trash cans.\",\n",
       " \"And this is why I won't vote Labour.\",\n",
       " \"&gt; so if you say you care about the environment, but you’re not vegan/ eat a plant based diet, then that’s pretty hypocritical.\\n\\nThat's just a slippery slope of pointlessly calling out anyone for doing anything that leads to higher carbon emissions. Would vegans that choose to have children be hypocrites since that'd likely lead to a hell of a lot more additional carbon emissions than couples that choose not to have children but like to eat meat now and then?\",\n",
       " 'TIL. Would you like to show me some sources? Because I live here and I haven’t noticed anything of the sort.',\n",
       " 'It always reminds me of [this] (https://m.youtube.com/watch?v=scK_z4YKLf8).',\n",
       " \"I'd willing use violence against an ideology that would have me killed\",\n",
       " 'If a pilot is drunk, he can do all kinds of bad things. If a computer goes wrong, ground control wakes up. [One big happy fleet](https://www.youtube.com/watch?v=WCpYqWAIwFA)',\n",
       " \"People who practice Islam live in my country also and this doesn't happen. for now. American society is breaking down. you're right. this IS about governments and there is not a credible one in charge within the u.s. now. next season of the handmaids tail is coming soon to america.\",\n",
       " \"i'm not american, and i was quoting this one particular leader because he's know for saying things like this, but now pretends he wants peace all of a sudden.\\n\\nby my logic? i'm well aware that this is absolutely not the standpoint of every single iranian.\",\n",
       " 'Thought it was sarcasm',\n",
       " \"She has a workable agreement with the EU. The issue comes down entirely to the parliamentary votes and what MP are willing to accept. \\n\\nBackstop isn't ideal, but it is a solution that would work, preventing a breach of the Good Friday Agreement. It's just that MPs, rightfully, view that as a solution that could cause a great deal of damage to the UK's autonomy both internally and abroad.\",\n",
       " 'If we can trust Trump with nuclear capability, we can trust everyone...',\n",
       " 'That’s where our ancestors left Africa and there’s a lot of debate rn on what they did afterwards. So much has been destroyed and/or stolen it’s heartbreaking to imagine what we’ll never know.',\n",
       " '[https://www.europol.europa.eu/report-a-crime](https://www.europol.europa.eu/report-a-crime)',\n",
       " \"Well sure, but I am responding to an example of renewables being feasible over nuclear energy production.  Nuclear energy isn't going to directly effect the vehicle market when the country is already nearly on 100% renewable electric.\",\n",
       " 'Nope. Nice try though.',\n",
       " 'No, if it’s forced it’s segregation. Why not just open their own pool for people of their faith and then they can wear what they’re comfortable in.',\n",
       " '75% of people are vitamin d deficient',\n",
       " 'This!!!! It would be nice indeed',\n",
       " \"Targeted killings. It's not hard, you just have to have the balls to pull it off.\\n\\nThe people of Iran would love a less restrictive society and getting rid of Ali Khamenei would do wonders for the region.\",\n",
       " 'So, for 2 1/2 thousand years the strong/political powers always trounce those whom they command or convince to follow them; the masses are asses. It figures.',\n",
       " 'That will probably be the outcome though because our government is bunch of knobs who wont defend British Citizens or Property.',\n",
       " 'To be fairrrr...',\n",
       " 's/could/should',\n",
       " 'Given that they are a risk to US national security why would you seek a way to bypass this restriction?',\n",
       " 'Fucking finally.',\n",
       " 'But that describes how you treat other people. The other is how a group of people define themselves?',\n",
       " \"I really don't think killing all the Jews is the right solution even if the computer says so Mr Scientist.\",\n",
       " 'Lol ok',\n",
       " \"So you are guessing that Abbas won't agree to a deal even though he says that he wants a deal within the framework of the Olmert talks. Netanyahu by contrast rejects every position that Olmert had and is openly calling for the annexation of the west bank and you don't blame him. Amazing.\",\n",
       " \"&gt; I'm sure in your pretty little head the American constitution has plenty to do with Putin being a smart dictator. \\n\\nOh really and how is that?\",\n",
       " 'Who says I deliver food? I could work for corporate. Or I may not work for them anymore and work for another company now. Or maybe when working for some companies, they make employees do various roles to experience the business side of things. \\n\\nNever assume.',\n",
       " 'Rule 34 means a very different thing these days...',\n",
       " '\"COULD\", because the current Brazil\\'s president and his government is currently giving  no fucks to the problem, on the contrary, it is reversing the environment policies',\n",
       " 'They can tell what links/ads you linger on?!',\n",
       " 'I can‘t disagree that this is a good thing, still, this Buster Bluth has no grasp on the lives of everyday people and the CDU screwed up the internet for me as a creator.',\n",
       " 'If the Africans thought the Europeans were brutal colonisers... they are in for such a shock\\n\\nClear up all this mess that’s killing animals and nearby locals?\\nNot in contract!',\n",
       " 'Stop sir we haven’t finished our crusade against wealthy people yet.',\n",
       " '&gt;Airbus caused several crashes by having faulty composite airframes that came apart in flight.\\n\\nName one time this has happened',\n",
       " 'Drunofs nut gonna be able handle thes',\n",
       " 'You do you buddy.',\n",
       " 'I applied for one of those jobs which uneducated filthy peasants like me could do today...\\nThe recruiter told me i will recieve a Day0 invitation, does this mean i got the job?\\nBecause im a bit confused that my amazon jobs profile is gone...\\nExcuse my english :) as i said im an uneducated filthy peasant and had a 6/F in english back those days in school.',\n",
       " 'Yeah do we have some pictures of Mussolini and Hitler and Stalin and some of those others all hanging out together?',\n",
       " 'My work has an office in Cebu and I always wanted to visit. Then I remember things like this are happening.',\n",
       " 'Do you actually believe that shit your posting? a short article with no source saying Iran is plotting to blow up London, written by a no body.  \\nIf you saw an article with no sources saying USA was planning on bombing London would you believe it?',\n",
       " 'Does this apply to things you throw out into public trash cans?',\n",
       " 'Surprise, surprise, surprise....',\n",
       " 'But the reason women are turning to stuff like this is also because the medical establishment doesn’t listen to them.',\n",
       " 'Only since deleting Facebook have I realised how reliant people are on it. Folk assume people are looking at their posts. Conversations tend to start with ‘did you see my Facebook post?’',\n",
       " \"&gt;The dipshit just admitted to losing billions of dollars to avoid taxes as “sport.”\\n\\nBeing an idiot isn't the same as committing criminal collusion with a foreign power which is what you had originally been asserting. Also who in their right mind would waste time logging into multiple accounts for you? Replying to you is the perfect intersection of cost/benefit of time posting vs enjoyment from your nonsensical reactions.\",\n",
       " 'My brother lives in texas, is well educated (MBA, dual major in comp sci and econ, minor in organic chemistry because he enjoyed it).  He is well respected in his field, high ranking.  Him and his wife started two successful side businesses, both of which have been very successful (bought a fast food franchise, has a machine shop that makes custom parts).  He graduated high school with honors maintained a 4.0 in college.\\n\\nLives in Texas.  Nice posh area gated community, has two vacation homes.\\n\\nHe still texted me last week to ask me if I thought the moon landing was real, because \"Some stuff didn\\'t add up.\"\\n\\nI blame Texas.',\n",
       " \"&gt; Renewables can't operate day and night and we haven't exactly figured out storage solutions yet. Let's develop both and see where the economics play out.\\n\\nI always laugh when I see this argument, because it's so demonstrably false. I mean sometimes you should discard arguments propped up by the industry when they are so evidently dismissable. ^^^[1](https://en.wikipedia.org/wiki/Energy_storage) ^^^[2](https://en.wikipedia.org/wiki/Grid_energy_storage)\",\n",
       " 'The company said it already pays workers at least $15 an hour and ensures they work in a safe conditions.\\xa0\\n\\n\"We can only conclude that the people who plan to attend the event on Monday are simply not informed,\" the statement continued.\\n\\nHe said, she said.  Need undercover video then to show conditions to find out once and for all who is telling the truth.',\n",
       " 'A. Not American.\\n\\nB. Official party ideologies have become a meaningless labels at this point. There are plenty of mainstream parties in Europe that still call themselves conservative or Christian without being either. A conservative who campaigns under the banner of being an ethnic minority and gay relies on left-liberal voters.',\n",
       " 'To improve the voice and language metrics you click bait whore of a media company',\n",
       " 'A bodycount above 0.',\n",
       " \"You took two quotes, mashed them together, and cut off the end. Then you claimed I said a whole lot of other shit that I never did. You made shit up.\\n\\nYou're not some new era McCarthy, stop trying.\",\n",
       " 'Terrible thought pattern to say \"it\\'s natural so it\\'s safe,\" marijuana is safe BECAUSE IT\\'S SAFE!  Nothing to do with plant vs. synthetic.  The science is not on the prohibitionists\\' side.',\n",
       " \"I'd say Pyramids and archeological places, but I think those things will have to wait as some months ago they murdered a group of tourists.\",\n",
       " 'About time you stop voting for conservatives, educate your fellow serfs and stop blaming all of your faults on immigrants that are somehow on welfare and also taking all the jobs. It’s about time the poor see the constant tax cuts for the rich aren’t making the lives of the poor better. What else do you want me to say... your fellow poor are poorly educated and instead vote against their interests because “Muslims are taking over...” and “reverse discrimination”. All topics of choice that cons pretend to vouch for but in reality they just work for the 1%.',\n",
       " 'Australian Tourism Advertising ecosystem would be shook up.',\n",
       " 'Ah. Got it.',\n",
       " \"Who the hell is rhis Shapiro? I'm from Europe.\",\n",
       " 'No one received the majority of votes, in any election',\n",
       " 'Bro, the effects, even if you go with the minimum projections, are still pretty catastrophic.\\n\\nAlso, please learn to read, the person I was replying to was clearing referring to the impact humans have. Or, you know, the cause.',\n",
       " 'I couldn’t agree with you more. Ford is an idiot. Canada’s Trump. The bilingual system is a joke. Never eat at Tim and don’t get me started on the native issues. So we’re in agreement!  A reddit first!',\n",
       " 'Why not?',\n",
       " \"So someone failed geography and history too?  \\nAlso adding China, the total population isn't even 3B,And number of poor is wayyyy lower than 3B\",\n",
       " \"No I don't see people as only their GDP contribution, that's why I'm anti immigration. I see people as the result of their choices, and when they choose to be dregs, they set their own value.\",\n",
       " \"That's true for a random bulgary. But if people are out to get you they'll case your place first. They could wait until you're out, off the dogs, and just wait until you get back to off you without you being non the wiser\",\n",
       " \"The UN has said that US sanctions are violating internation law and that they're humans rights violations. I really don't see how it's an ignorant view to believe lifting the would help the Venezuelan people.\",\n",
       " 'Retardation',\n",
       " \"They can't, but realistically you'd have to be extremely unlucky to find yourself in a situation where you're getting engaged by a competent opponent while wearing them.\",\n",
       " \"Yeah, that's what I thought.\",\n",
       " 'State of fear is another incredible observation of foresight.',\n",
       " \"&gt; 65000\\n\\nthat's not a whole lot. the whole russian bot scare is way overblown. and lol at the thought of a government usurping world domination through tweets.\",\n",
       " 'At least for the USA, we have a deep history of devious medical practices that we claimed were for the public’s own well being. An example is the Tuskegee syphilis experiments.',\n",
       " 'Lol, isnt that a normal word? Or did I take a german word and make an english bastard out of it?',\n",
       " \"More like murdered by propaganda. That was complete nonsense copy pasted from /r/politics. Literally every single Democrat presidential candidate has said outright that we need to start banning guns but he's playing the game that nobody wants to do that.\\n\\n You know what you call that? Lying.\",\n",
       " 'How is this possible??? I heard all teachers are so good but theyre just underpaid. Maybe thats why, maybe they arent paid enough.',\n",
       " 'Take to the seas!',\n",
       " 'It’s always funny when sad little liberals like you try and accuse others of being triggered when you are the one who has been raging in every post providing nothing to any discussion whatsoever other then petty insults and beta racist attacks.  Pretty pathetic.',\n",
       " \"Ouch man, that hit me real bad, had to recover for a bit from that one. I can't imagine how badly you would have gotten me if you actually cared to bear down on me instead of playing generic low effort troll phrase bingo like the low life that you so desperately need me to be.\",\n",
       " 'The stopping distance changing is the point I was making?',\n",
       " 'I agree.  I think almost any Democrat on the national stage could have beaten him.  Which is why we have 20 dems running for 2020.',\n",
       " \"Taxes don't stimulate the econony... you know that right?\",\n",
       " 'Uh... yeah it is. Seriously?',\n",
       " \"Mosquito's first please. After that we should really do something\",\n",
       " 'I wish I knew more republicans just to do this. Thank you for the imagery',\n",
       " \"https://www.theguardian.com/commentisfree/2017/feb/01/worried-american-democracy-study-activist-techniques\\n\\nI think I can pack up and go, student of history who knows less about it than a rando on the internet.\\n\\nI know what you've told me, and that was that you don't live in my world. My world is the world where they are responsible for the atrocities they allow to happen around them. That's enough.\",\n",
       " 'Iirc Portugal has done this, wonder how it turned out',\n",
       " 'Three point plan:\\n\\n1. complain about it on the internet\\n2. claim the other side is doing nothing\\n3. talk about how much you are going to do, but then not actually do anything yourself.',\n",
       " 'r/Canada is turning into an alt-right shit hole. \\n\\n&amp;#x200B;\\n\\nOne of the most upvoted comment in one of the recent news regarding to China is \"Deport all Chinese, and jail the rest. Canadian government should just take all their property and money since it\\'s all laundered money anyways.\" Yet nothing\\'s been done by the mods. Fucking disgrace.',\n",
       " \"There's a reason we don't want Iran having nuclear weapons.\\n\\nEven if the government is stable enough and sober enough not to launch a nuclear weapon, which isn't something I'm willing to bet my life on, we don't want terrorists getting a hold of it either. \\n\\nAnd peace isn't accomplished by appeasement.  We learned that one the hard way. \\n\\nMaking Israel more vulnerable isn't an option.\",\n",
       " 'What you are saying is somewhat true. But who are \"they\"?',\n",
       " \"The thing is with nukes is that no one will ever actually be able to use them, and plenty of other countries have threatened their nuclear power in the past with no full scale invasions taking place, in not really sure what's meant to have happened with North Korea but they seem to have gone back to having a grand ol' time figuring nuclear weapons out while the US seems to have simply lost interest and moved on to a softer target.\",\n",
       " \"It's the west that is trying to make the popularly elected and loved government look bad. \\n\\nYou're woke, but not woke enough.\",\n",
       " 'He will punish them with tariffs we pay. Maybe Trump thinks he gets a cut of the tariffs? Why else would he want them?',\n",
       " \"Are there? Do we know their situation? I know I sure af wouldn't do such a risky thing with my family unless I was running from something much worse. Would you??\",\n",
       " \"The Guardian\\nThe internet's best\\nedit /s\",\n",
       " 'Shit on that. I live in FL and spend all day working in this heat. I come home to 68 degrees (f) and it still feels too warm some times. My pops is the same way. We are from FL, born and raised.\\n\\nMy gf and her son, on the other hand, are from Indiana. They spend all day bitching about the heat and then want to keep the AC at 76, which makes me sweat.',\n",
       " \"It's the company's job to have enough people so that you can take time off. You're not paid like the CEO, so don't take on the responsibilities. ��\",\n",
       " 'Only when the penalties out weigh the profits will this shit stop. But it wont because the Justice department and the SEC is a revolving door of cronies.',\n",
       " 'I find this completely unsurprising. He’s a dog turd in a suit.',\n",
       " \"Fun fact, being an indentured servant was sometimes worse than being a slave. A slave was like a work truck you bought outright, so you generally treated it as if you would use it a long time. Most slave owners weren't uber-wealthy so if you owned a slave that was your only slave. An indentured servant was like a car you rented from Enterprise. You beat the shit out of it for 7 years and then turned it back in. I'm certainly not suggesting being a slave was easier or preferable. That shit was for life\",\n",
       " 'The topic at hand is *\"Trump condemned for unacceptable interference\"* so the question is did unacceptable interference actually occur. Considering that his comments at best were an endorsement of a candidate then the question comes up do sitting heads of state endorse other candidates from other nations. [The answer is a resounding yes, *heads of state do endorse candidates of other countries.*](https://en.wikipedia.org/wiki/List_of_Hillary_Clinton_2016_presidential_campaign_political_endorsements#Current_Heads_of_state_and_government) Thus Trump did nothing out of the ordinary and is being held to a standard which others have not been held to.',\n",
       " 'How can you expect other countries to improve their own emissions when the US is actively pulling out of climate agreements? \"Do as I say not as I do?\"',\n",
       " 'Dictionary says it is an unborn human offspring. Unborn does not mean not alive. Born does not mean alive.\\n\\nWhen do you believe life begins?',\n",
       " \"Sigh, okay, I am done. Continue on beleiving what you will, I am not going to change your mind and you aren't changing mine. I will try to have a balanced opinion based on multiple view pints weighing them on the verasity of the evidence, and actually understanding the evidence, not just what people tell me about it, by seeking primary sources.\",\n",
       " \"[You won't need a jacket.](https://youtu.be/7QLSRMoKKS0)\",\n",
       " '&gt; I currently work on a team doing \"eyes-off\" learning for an extremely widely used AI.\\n\\nI\\'m very curious about a couple things here. How large is this \"team\" and what does \"widely used AI\" mean.\\n\\nI feel like you\\'re piggybacking off an already existing code-base to develop something. Likely a code-base developed with and modeled already. Some sort of NLP which already exists. Like the microsoft one.',\n",
       " 'The US has a little under 1% of the population incarcerated at any given time.\\n\\nSo if China has 14million or more prisoners, secret or otherwise, they \"beat\" us.',\n",
       " 'How is this pre either world wars????????',\n",
       " 'How have I been brainwashed? What simple truths am I ignoring?',\n",
       " 'He actually called for an investigation shortly after the election. He downplayed aspects of it because people were going wildly too far, saying that Putin didn’t just have dirt on Trump, but he was directly receiving orders and was a cultivated asset. Those are extremely serious charges and for doubting them he was called all sorts of things. \\n\\nGreenwald doesn’t deny that Russia interfered and did it on behalf of Trump. So what are you disagreeing with him about?',\n",
       " \"Omg my jobs so bad better stay here. Your ancestors migrated across fucking oceans, through jungles and over mountains. I'm sure you have no other choice then working at Amazon though.\",\n",
       " 'Ah yes, i don\\'t speak your narratives so i\\'m a \"troll\" nice one.',\n",
       " \"Please excuse me as it's been a while since my methods and experimental design courses, what establishes causality in the vaccines in a population example vs the religion in a population example?\",\n",
       " 'I think the slavery terms are better I mean look at the USA right now /s.',\n",
       " 'Funny that',\n",
       " \"You're saying the Paris Agreement is a waste of time and money? Do you think climate change is a hoax too? What direction do you think the US should go down? I'd love to hear it. Don't give me another post about China. It's completely irrelevant to our discussion.\",\n",
       " 'Normally they would ask the board to comply first, before firing them.  \\n\\nThat would be lobbying.',\n",
       " 'Well what about the rest of the Chili Peppers?',\n",
       " '\"Oh look, Russia wants to fuck us over. We better just... give up and let them do it.\"',\n",
       " 'Hes a fentanyl addict',\n",
       " \"So..... Trump stayed quite on the Hong Kong protests in exchange for China not ramping up on the trade war he started? \\nHe traded silence in exchange for someone not pointing out his mistake. I'm sure its the art of the deal, but it kinda sounds like the covering up of stupidity.\",\n",
       " 'There have been numerous cases where people speaking out against police violence and calling for people to organize on a community level have been censored, had their posts removed, as a result. The US has a long history of this and modern media companies gladly continue the practice, unfortunately.\\n\\nThe most common thing is for accounts which focus reporting on and showing videos of police violence to get scrubbed away.',\n",
       " '��',\n",
       " \"The school didn't tell us anything on 9/11. I remember it distinctly because kids were being pulled out of class early all through the day, and there were only about 5 people left by the end of the day.\\n\\nIt's one of the few days my parents picked me up from school (instead of going to after school care). About half of those days were really bad days.\",\n",
       " 'It can be both',\n",
       " 'They must have forgotten to post the letter to Hamas that they had lost and should therefore disband immediately because they seem to still be in place.',\n",
       " 'And what’s my mental illness?',\n",
       " '&gt;Ok, stamping out political opponents is fascism, though. So, at best, you\\'re a patriotic fascist.\\n\\nTrumpists aren\\'t political opponents. They don\\'t stand for any political goal or motive, because Trump is entirely rudderless and has no consistent standards. They\\'re just hateful dicks.\\n\\nIt\\'s not \"our side\" versus \"their side\", as it would be in politics. It\\'s Americans versus the Trumpists killing our country.',\n",
       " \"20-25 mb/s is not common at all for data transfer speeds over the internet...\\n\\nIf you actually bothered to look at the leaked DNC emails you'd see the dates aren't all July 5th bar 12 like the article claims... (just another one of the many inaccuracies in that article)\\n\\nIt's almost like you believe everything you read on the internet without doing your own research.\",\n",
       " \"That's how we do it in Canada, with a points system, although I'm pretty sure that having family in the country does count for something in that metric\",\n",
       " \"You're a creepy dude.\",\n",
       " 'That would be nice. Enabling corruption by those in power makes that less likely.',\n",
       " 'The thing is denying climate change isn\\'t \"free\".\\n\\nYou may ignore it, but the damage to your economy can\\'t be ignored.\\n\\nManaging disasters will also cost a lot..',\n",
       " \"Should've just built theme parks around them, then they could've kept them!\",\n",
       " \"&gt; Really depends how you look at it. Saudi Arabia doesn't get as much in direct military aid from US, but it does get a lot more in form of direct involvement of US forces in region. Not only that, FMSs are not simple transaction: they are 95% politics, 5% economy. By propping up US arms industry Saudi Arabia expects large political and military help from USA. By selling military technology to Saudi Arabia US also exposes it to 'misappropriation', both in terms of how Saudis will use it (F-15s bombing schools isn't great PR) and who they'll let hang around said F-15s.\\n\\nIsrael gets the support of the US in political stances as well. Such as i repeat, the shifting of  the embassy. Also, Israel gets more direct involvement than Saudi Arabia. For instance, they’ve facilitated the most ceasefires for Israel and Palestine, and held agreements.\\n\\n&gt; Except Israel gets screwed over by USA basically every couple years like clockwork. There's plenty strings attached to support towards Israel and that's the main issue I was pointing at. It's not really confusing either, it's mutually beneficial relations with money, technology and experience going both ways. Not only that, in terms of actual trade relations Saudis and Israel are basically on par, with Israeli exporting much more to US, and Saudis importing slightly more.\\n\\nIsrael undoubtedly receives the most foreign aid from USA. And US has definitely been more iffy on a stance against the Saudis. For example, the resolution held by members of congress to halt Saudi backing of Yemen war.\",\n",
       " 'They currently do this in a county in NY that I work in. Its fucking stupid in my opinion.',\n",
       " \"I don't even know what she's up to and I just do not care to know. Who cares? The election is over, her email thing got investigated by the FBI and closed there's no more to hear about that, she isn't in office anymore. She isn't relevant and bringing her up as an argument about anything makes me want to pull hair out because it's so irrelevant\",\n",
       " \"In this case,its really not. Taiwan and the US have no formal defense treaty, nor is Taiwan a part of any defensive organization involving the US (a NATOesque organization).\\n\\nOn top of that, China has nuclear weapons capable of hitting the US and wiping out entire states within a short time. A war with China would certainly have a huge risk of escalation, a risk that the US certainly doesn't want to take.\",\n",
       " 'Already did. I think under the structure of his investigation he was as damning as he could be. The intro tells you what the strongest statement he is allowing his team to make in the framework of the investigation, and then he makes it in the conclusion on obstruction. It\\'s also clear in the intro as to why he chose such a strange framework where, \"Not \\'Not guilty\\'\" is the strongest statement he can make.',\n",
       " 'This is the best tl;dr I could make, [original](https://www.reuters.com/article/us-turkey-ratings-moody-s/turkey-needs-credible-plan-to-avoid-downgrade-moodys-idUSKCN1SM1J9) reduced by 70%. (I\\'m a bot)\\n*****\\n&gt; LONDON - Turkey needs to put a comprehensive and credible economic plan in place if it is to avoid another cut to sovereign credit rating, a senior Moody&amp;#039;s sovereign analyst said on Thursday.\\n\\n&gt; &amp;quot;Failure to put forward a credible broad-based plan to address the structural issues, and in the near-term dampen the market volatility pressure on the lira...that would be a pressure point from a rating perspective,&amp;quot; Moody&amp;#039;s Managing Director of Sovereign Risk, Yves Lemay, told Reuters.\\n\\n&gt; Moody&amp;#039;s downgraded Turkey to Ba3 - three rungs into junk territory - last August, but it also kept it on a &amp;#039;negative&amp;#039; outlook which is a warning that another cut could happen in 12-18 months.\\n\\n\\n*****\\n[**Extended Summary**](http://np.reddit.com/r/autotldr/comments/bpdmz4/turkey_needs_credible_plan_to_avoid_downgrade/) | [FAQ](http://np.reddit.com/r/autotldr/comments/31b9fm/faq_autotldr_bot/ \"Version 2.02, ~400309 tl;drs so far.\") | [Feedback](http://np.reddit.com/message/compose?to=%23autotldr \"PM\\'s and comments are monitored, constructive feedback is welcome.\") | *Top* *keywords*: **Turkey**^#1 **Moody&amp;#039;s**^#2 **reserves**^#3 **economic**^#4 **plan**^#5',\n",
       " 'r/news is quite right wing leaning. The thing is you call far left what for the world (worldnews) is regular left',\n",
       " \"Just saying, almost all evangelicals I know who voted trump did it because he was better than Hillary, even though they weren't fans of him at all.\\n\\nThey could agree his campaign is shit but if voting republican is keeping the dems out then they'll do it.\",\n",
       " \"Lol, what? You wanna blame a handful of individuals for a global problem? You think I'm the problem? Not the billions of people buying billions of tons of plastic garbage from China?\\n\\nDo you have a car? Do you buy consumer goods from Asia? Then turns out it is YOU polluting the planet. You're like the guy in his car screaming about traffic without realizing you are part of traffic.\",\n",
       " 'It’s tougher for a foreigner to know what is amazing to see outside of some of the bigger stuff. I would have loved suggestions about places outside of Kyoto though it WAS worth seeing the castle and the Golden Pavilion... but the rest I could have gone elsewhere.',\n",
       " 'pErSeCuTiNg NaZiS iS LiTeRaLLy tHe SaMe As NaZi pErSeCuTiOn Of MiNoRiTiEs\\n\\nbOtH SiDeS aRe EqUaLLy BaD\\n\\ni Am So EnLiGhTeNeD\\n\\nThE uNiTeD sTaTeS ShOuLd NeVeR hAvE fAuGhT HiTLeR',\n",
       " \"Yeah, but only because they're making buttloads of money. /S\",\n",
       " 'Have you ever been there or has your racism kept you from trying new things? It’s a beautiful place with great food and overall it’s inexpensive. Being a short flight away from where I live, my wife and I are lucky enough to go for a long weekend pretty often. \\n\\nGet fucked, asshole.',\n",
       " 'Is it all going to come down to  Trump in a rage carrying a pistol in his hand and running around screaming about bodily fluids, in his underwear?\\n\\nEdit:missed the subject.',\n",
       " 'I assume you think NPR is a relatively unbiased source, here are some links I recommend you peruse. You’re buying into hyperbole, media bias, and outrage culture. \\n\\nhttps://www.npr.org/2018/03/15/593831564/the-disconnect-between-perceived-danger-in-u-s-schools-and-reality\\n\\nhttps://www.npr.org/sections/ed/2018/08/27/640323347/the-school-shootings-that-werent',\n",
       " \"So my first point while not related to climate change is just my point that many times (time and time again) it's never been as bad as they say - now that's absolutely no reason to stop working on cutting emissions.\\n\\n\\nYeah I agree, and countries that are building are actually using renewables. My point is there are things we can't deny them the ability to get to our development level. Many of which *require fossil fuels*\",\n",
       " 'definitely have not been to the Everglades in the middle of summer',\n",
       " \"Like they don't have enough money yet..\",\n",
       " 'From Spain?',\n",
       " 'So the same problem as Barcelona?',\n",
       " \"Australia has already ditched the lid! It's so much better!\",\n",
       " 'I never said that women don’t suffer, of course they do. My heart goes out to them especially those unfortunate to be still in those oppressive countries. I was merely stating that men have pressures placed on them too; marriage, dress code, etc. I wasn’t comparing, merely noting.\\n\\nAlso lol for white-washing. I’m Muslim, I’m speaking from my own experiences.',\n",
       " 'For the first few years, people will be destroying  established forests to harvest enough seeds and saplings to hit the trillion mark. If you deprive existing forests of a critical mass of seeds, they will start to shrink. \\n\\nIt will be a decade before the infrastructure exists to sustainably plant trees at this scale. There are something like 5,000 tree nurseries in the US. Each one would need billions of saplings.',\n",
       " 'That\\'s how Prions actually work, by making surrounding proteins absorb this signal possibly emitted by passing through the outer cell membrane via very small amounts, like say below the tolerable legal limit for a herbicide, and then corrupting the local proteins to copy their shape like the way corrupted RNA force a compromised nucleii to reproduce their \"signal\" in the next mitosis. I knew you were a scientist!@',\n",
       " 'The point of the article is that his supporters are too fucking stupid to know this',\n",
       " \"Hillary sure counted those chickens didn't she lol.\",\n",
       " \"Attention seeking, wasting government tax money, thinking she's a hero in the process, clearly unstable.... Textbook trump supporter\",\n",
       " 'Well let’s get fucking started, Carl',\n",
       " \"https://www.reddit.com/r/worldnews/comments/c91p8s/this_is_not_democracy_european_parliament_unites/?utm_medium=android_app&amp;utm_source=share\\n\\nBut but I thought European leaders and politicians are so pure and squeaky clean.  You made me believe and now my dreams are crushed.  \\n\\nGuess Ivanka doesn't fit in with them, she's better than that.\",\n",
       " 'Pretty sure he just doesn like white people. Just saying.',\n",
       " 'The oldest ones turn 59 this year.',\n",
       " 'For /r/news or this one?',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'Someone lying will get angry first usually',\n",
       " 'I always do.',\n",
       " 'That happened a long time ago.',\n",
       " 'Dear lord you don’t get sarcasm. No stress. Your blithe answer that “everything will work out if you don’t give up and just express free will”  was kind empty and light on hard details of solutions. Over population is the problem. Even if everyone is allowed JUST two kids we’re still shat. Glad you like your kids, but procreation isn’t the answer',\n",
       " \"But if I cheated on someone and I felt bad about it, it would cause harm to me. If there were a magical spell in place to prevent anyone at all being harmed by it - what's the issue?\",\n",
       " 'Lukewarm tut-tutting. So inspiring! ��',\n",
       " 'Are you saying that septuagenarian millionaires don’t understand the plight of the average American?',\n",
       " 'Wait… are you serious? Do you think they were given permission? Tell me you’re not that dumb.',\n",
       " 'I wonder Huawei?',\n",
       " 'Yikes.',\n",
       " 'Modern problems require modern solutions r/memes',\n",
       " \"México here, it's also very common to submit a photograph when applying to some jobs. I have spent most of my professional life in IT and only once I wasn't asked for a pic\",\n",
       " 'yeah, we can go tit for tat on that son.  people who live in glass houses...\\n\\nhttps://archive.org/details/BroughtToLightShadowplayTheSecretTeam/page/n4\\n\\n\\ntake your pandering warmongery someplace else.',\n",
       " \"Ya'll are going to flip a shit when the computer proves that the Myceneans were a Black African civilization.\",\n",
       " 'I thought cpc is winning the polls currently?',\n",
       " 'He\\'s being confined to a mental hospital for an indefinite custodial stay (\"hospital order\" is the common UK term).',\n",
       " 'Thought he wasn’t going to telegraph his intentions when it comes to military action?',\n",
       " \"I don't want either to share my info. However I don't have anything important on facebook, I do on my phone. \\n\\nAlso everyone knows facebooks business model is selling  information &amp; advertising. I expect the company that sells me my phone to take my money as payment and leave me in privacy afterwards.\",\n",
       " \"You are right. Alec Jones, the amphetamine abuser who scams his listeners out of millions pushing his Doomsday supplements is on the same level and is EXACTLY the same as Kim Jong Un, a dictator over a country with Nuclear weapons. \\n\\nAlex Jones, a man who says he forgot things about his kids because he had a bowl of chili earlier that day is exactly the same as Putin, the president of Russia. \\n\\nStop equating people like Jones to world leaders. They aren't the same.\",\n",
       " 'The full rhyme is \"I before E, except after C, but when sounding like A, as in neighbor and weigh.\"',\n",
       " \"300 million tennis balls are currently made per year. It takes them 450 years to break down naturally, so after 450 years of tennis we'd have  135,000,000,000 tennis balls, assuming no growth in the sport. 135 billion tennis balls is enough to drop one in roughly every 20 square meter area across the entire surface of the earth. I wouldn't consider that sustainable.\",\n",
       " 'I dont like this :/ feels like listen to your government type shit',\n",
       " 'Flint is a major city, how did they not know where their pipes are buried? If not that then what has their GIS team been doing?',\n",
       " \"and yet, many Sikhs don't wear turbans\",\n",
       " 'As if conservatives didn\"t already worship the man.',\n",
       " \"*Especially* on the ice in your drinks. That shit needs to be cleaned regularly and that's something that is often overlooked by people making $7.25/hr (or less if you're a waiter).\",\n",
       " 'Bad stuff happens = blame everybody else!\\n\\nWhat happened in USSR / Russia was corruption, plain and simple, that metastasized into oligarchy. There is nothing \"western liberal\" about any of that.',\n",
       " 'I understand, and it will take some years before the medical trials for humans are approved and completed before we know its efficacy.\\nBut I interpreted the above  as wanting to know whether humans could be defined as an animal. In which case, yes.',\n",
       " 'The whole concept of privilege is questionable at best. The person who coined the phrase is even openly critical of its now ubiquitous usage.  Whatever bud, like I said, my own row to hoe.  They already got ~100 million dollars, I’m sure that no one will ever kill this gravy train.  Your pet theory is no hard science and was developed by a myopic view through an American lens but you go on.',\n",
       " \"That's the real epidemic here, I'll do something about that later\",\n",
       " 'You just proved my point. You only read Reddit. Good bye\\n\\nhttps://en.wikipedia.org/wiki/Ant_Forest replaced straitstime since behind paywall\\n\\n\\nhttps://www.scmp.com/news/china/policies-politics/article/2137666/china-has-new-three-year-plan-clean-environment\\n\\nhttps://www.reuters.com/article/us-china-economy-henan-pollution-insight/a-pollution-crackdown-compounds-slowdown-woes-in-chinas-heartland-idUSKCN1SU025\\n\\nhttps://www.straitstimes.com/world/china-cracks-down-on-industrial-waste-pollution',\n",
       " \"Other than being incredibly rude, I note you've completely ignored my question. Why is that?\",\n",
       " 'I never said it was. But it was done to seal the Atomic Bomb deal with Iran. Something that Trump has repudiated.   How is giving arms and nuclear secrets to the Saudi government, a country that gave the US the World Trade Center disaster and cost the US Trillions of dollars and that hates us, good for the world?',\n",
       " \"that doesn't really sound as cool as what i said\",\n",
       " 'Obama kind of was terrible, just not to US citizens.  We were bombing seven different countries during his 8 years.',\n",
       " 'Vote and get like minded people to vote.',\n",
       " \"Naw the pun is there, poor family of a rich man.  Why he didn't just say that idk.  Guess he's not gonna go there? Lmao\",\n",
       " 'Yeah it\\'s more the POTUS should have some tact, being the \"leader of the Free world \"\\n\\nCan\\'t see the distinction huh?',\n",
       " \"Coalition operations ended back in 2014. \\n\\nAmerican and european conventional forces inside Afghanistan no longer conduct direct action operations. All they do now is advise.\\n\\nWhen I deployed last time we had several situations where we had direct confirmation via drone of bad guys driving around with heavy machine guns in the back of their toyota trucks, flying bad guy flags, doing bad guy stuff, etc.. But some general worried about promotions would deny it on the basis that maybe one of the fighters was a teenager, we may kill someone's goat, etc.\\n\\nMeanwhile afghans police and army kept getting in literal fist with each other over stupid tribal shit.  When they weren't running from fights with the Taliban they were smoking hash, fencing equipment, and completely disregarding and sense of weapons control(Hence the shooting of civilians during engagements)\",\n",
       " \"Doubt you're interested, but for others that come across this:  \\n\\nhttps://www.biologicaldiversity.org/programs/population_and_sustainability/climate/index.html\\n\\nhttps://populationeducation.org/what-zero-population-growth-or-zpg/\",\n",
       " \"I'm in neighboring Zimbabwe. I hope this decision makes our government squirm uncomfortably in their seats.\",\n",
       " 'First voice of reason in this thread. Thanks for this.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"Isn't human ego beautiful?\",\n",
       " 'What am i dodging?',\n",
       " '“You fuck”  \\n\\n*shrugs*',\n",
       " \"Minus that whole 16+ year occupation. Shit man. I remember 06-08. That was nuts. You need three things to have a just war: just cause, justice in and justice post. America had no just cause and no justice post (due to botching (not having a real plan) the reconstruction phase)).  It's a lot quieter now but the US focused all of their efforts on Iraq and left Afghanistan to fester and look what we have now? Also I haven't even touched on the destabilization that caused Isis. You are right though, America did a great job on that invasion, pew pew.\",\n",
       " 'Profiting off American real estate investments/laundering, trying to hack the shit out of us, stomping on farmers and many people with this stupid trade war, and increasing their economic standing in the world.\\n\\nFeel bad for Chinese people all you want, but they\\'re probably looking at us like \"Poor Americans. Let us buy you.\"',\n",
       " \"It's fact that Ukrainians are trying to white wash the crimes of Stephen Banderas. If u you are Ukrainian you would have heard of him. What is your opinion of him?\",\n",
       " 'Truth.',\n",
       " '.... Wanna try that title again?',\n",
       " 'You want to believe the US supports him. I get that... but if power is going to change over, you’ll go out and meet the person it might change over to. \\n\\nA better bit of evidence for your story are the tweets from Marco Rubio citing support for Guiado. It still doesn’t mean America put Guiado in place or tried to help him free Venezuela from undemocratic rule, but it makes for a good bit of misinformation.',\n",
       " \"From what you're saying, it really sounds like we need a more complete gun ban, inclusive of pistols.\\n\\nThe right to bear arms was originally conceived to ensure an effective militia against the British trying to reassert their colonial claims over the Americas, but was also about ensuring a final check and balance against a domestic leader becoming a tyrant. Given the intended purpose of the right to bear arms, and given that America's greatest enemy is actually the American people themselves, it seems that this right to bear arms is simply a throwback to a bygone era and is holding America back from becoming a civilized nation of laws.\",\n",
       " \"True. But today nursing is a professional medical roles. A lot of people still don't know it.\",\n",
       " 'some idiot downvoted you for telling a fact',\n",
       " \"You kept saying Iran terrain is hard bla bla bla and other stupid claims with zero knowledge that the US have been fighting in these similar areas for decade, yet you have zero clue of how easily AA are to defeat for US. \\n\\nLink me source to those military/pentagon source please. Of course thousands will die, it is war, that  is way we should avoid it at all cost but claiming Iran will be difficult to invade because of terrain and AA shows you have zero clue. You don't even know how the S-400 work do you? \\nHow many of them do Iran have? How will s-400 shoot down a fast moving fighter jet that will burn it's energy???? What fighter jet does Iran have to respond when ICBM/Cruise missile take out their surface to air system? What tank will show up to defeat the M1 Abram. Explain please.\",\n",
       " 'We’re talking about subhumans though. People who rape our children.',\n",
       " 'We should do something to prevent it tax the HELL about of him',\n",
       " 'Whataboutism',\n",
       " 'You do realize your feelings have no bearing on world superiority I hope.',\n",
       " 'Ah fuck wrong thread my bad bud.',\n",
       " 'Yep, and that foreigner’s name is Andrew Wakefield.',\n",
       " 'I was an expat which fortunately (or unfortunately depending on how you look at it) granted me a pass for being gay. It was still a social stigma and people would often refer to my husband as my ‘business partner’ in convos. The Taiwanese still have a ways to go socially on gay marriage but I think this will really help normalize things. So happy for my favorite little sweet potato shaped island ����',\n",
       " 'The Mexican president promised to plant thousands or millions of fruit trees throughout Mexico. I don’t know if he is still going to do it.',\n",
       " 'According to the \"definitely not Trump supporters\" in this thread, not only did he actually mean to say her \"behaviour\" was nasty even though he didn\\'t say that, but that actually totally makes a difference and makes it a perfectly respectable thing for a president to say!\\n\\nI mean seriously, scroll down, there\\'s like a dozen \"definitely not Trump supporters\" trying to make this argument.',\n",
       " 'They are trying to spook George Zimmerman. Let them do their job.',\n",
       " 'Sounds good to me.',\n",
       " 'I go by life events for most generations. The two towers and Iraq war were a defining moment for the millennial generation imo. More so than the gulf war or first Iraqi war because it’s an event all millennials remember. The day the twin towers fell is seared into my memory as it is with many others my age.',\n",
       " '[https://www.reddit.com/r/toronto/comments/c2p0sv/in\\\\_his\\\\_mid\\\\_20s\\\\_with\\\\_a\\\\_medium\\\\_build/](https://www.reddit.com/r/toronto/comments/c2p0sv/in_his_mid_20s_with_a_medium_build/) Downvoted into oblivion.',\n",
       " 'well it is not treason if the country (political party/corporate) supports it. the people’s vote has already been drowned out by lobby money and excellent efforts to obfuscate facts by Rs.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'Kiss my ass.',\n",
       " \"Local business?? They're a massive chain market.\",\n",
       " \"Because I'm the #1 Apex predator and it's natural and healthy to consume meat.  I'm still not having a dozen if any kids until we all get this shit figured out.  And that's for y'all.\",\n",
       " \"I don't think the Saudi's have ever gone against US interests. Against the interests of US citizens, sure. but against the US power establishment that guarantees their power? Nope. \\n\\nhttps://peakoil.com/publicpolicy/bilderberg-caused-the-1973-oil-crisis\",\n",
       " 'Thank you Marry Cooper for the passive aggressive comment that helps no one and adds nothing.',\n",
       " \"I'm failing to see how any of this connects to this conversation.  I wasn't arguing people (or businesses) never move to other countries for better tax situations.\",\n",
       " 'Yeah what is and isn’t VATable isn’t a strong argument.\\n\\nEssentials are not taxed, granted, but what is an essential? Condoms? Check. Feminine Hygiene products? Nope. “Cakes?”, absolutely.\\n\\nIt’s completely subjective, but it doesn’t matter as VAT applies to the vast majority of goods.\\n\\nThe point of the 2k versus 3k Mark was to show how millionaires pay nothing compared to your poor in relative scale. 3k to someone making 300k a year means nothing to someone making 50k a year and paying 2k. That’s why flat taxes favour the rich, which was exactly the point. \\n\\nYou also seem to have confused LBTT - the tax on buying a house - with council tax in the aforementioned claims. \\n\\nHere’s the breakdown: LBTT is much higher on established homes because it has a historic value, ie the previous sale price. However, land costs are not associated with LBTT, and new houses have no established value - just the cost for building, So if you build a house for 250k then add 200k in extensions on your 250k worth of land, guess which one of these three figures you pay LBTT on? \\n\\nPointing out first time buyers getting their first house without LBTT seems an odd choice. First time buyers are usually buying cheaper houses - so the LBTT cost will be pretty low for the coupon they’re burning. Likely, it wouldn’t have been anything notable so your point seems moot. But, sure, that average professional buying a 250k flat in Scotland or Northern England would save a whole 2% of their sale.\\n\\nThe point was it brings nothing substantial to the UK government so it is unnecessary.\\nIt’s also still a barrier to people buying houses, particularly when you could just tax the relative value of the home - like most other countries do. \\n\\nAlso, you’re right in pointing out it’s only 3/4 UK countries; it doesn’t apply to 4m of the UKs 60m+ population, if you don’t include the first time buyers there who may want to, perish the though, move elsewhere in the UK.',\n",
       " '&gt; What else is there to release or discuss?\\n\\nIf you dont just jump straight to the comments section you can actually read the article and educate yourself.',\n",
       " \"His mental health is a fact. If he's mentally ill why report what he said? it doesn't matter. The Media is exploiting a sick person to push propaganda. We don't normally allow this in the US because it's cruel.\",\n",
       " 'Hence reported crime. You cant determine an unknown variable. And you have no evidence it isnt underreported.',\n",
       " 'I was actually surprised when I read the note my doctor sent to my work.\\n\\nIt was basically just a pretty letterhead that said x is under my care and cant work from y date to z date',\n",
       " 'Depends on where you are.',\n",
       " 'lol you’re totally delusional, would you let someone touch your kids like that?',\n",
       " 'No thanks',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"Users often report submissions from this site and ask us to ban it for sensationalized articles. At /r/worldnews, we oppose blanket banning any news source. Readers have a responsibility to be skeptical, check sources, and comment on any flaws.\\n\\nYou can help improve this thread by linking to media that verifies or questions this article's claims. Your link could help readers better understand this issue. If you do find evidence that this article or its title are false or misleading, contact the moderators who will review it\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*\",\n",
       " 'Porn is the just angle they know they can use. \"won\\'t somebody think of the children?!\" to get the older people to support it.',\n",
       " 'Emotions are terrible for decision making.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"Dude's a one-man Singaporean Justice League.\",\n",
       " 'Israel would murder them in a straight up war. It would be so one sided reddit would be bitching about it.',\n",
       " \"&gt;You are literally talking about fining them more than all of the profit they make in a single year\\n\\n$900 Million ≠ $8 Billion\\n\\nI don't know where you're getting they made $8 Billion in profit. That might be what they made total, but I can't see them profitting ontop of operational costs a solid $8 Billion. Hence, I assumed $1.8 Billion including all operational and overhead costs (though my numbers are from an article on carnival profits that could've been isolated to just 1 ship).\",\n",
       " \"That's their secret, Divinicus1st.\\n\\nThey're *always* joking.\",\n",
       " 'Can you repeat that? I need to turn down the sound of having the most advanced technology in the world and subsidizing whatever shitty country you’re from.',\n",
       " 'So \"not great, not terrible\" is the talking point from the oil industry',\n",
       " \"Oh come now we all know which country has the longest history of playing around in elections, propping up dictators, or horribly destabilising regions to improve their oil needs. \\n\\nWhy do we have to pretend like it's others, when we damn well know who is to blame.\\n\\nWith the average American remaining blissfully ignorant of the role their country plays in altering and controlling other countries elections. Such as toppling Sadam for an attack done by Saudis and Afganis, funded by the Saudis.\",\n",
       " 'This is the best tl;dr I could make, [original](https://www.nytimes.com/2019/05/28/world/asia/pakistan-pashtun-dissent.html) reduced by 88%. (I\\'m a bot)\\n*****\\n&gt; May 28, 2019.ISLAMABAD, Pakistan - Pakistan&amp;#039;s powerful military has seemed unstoppable recently in getting what it wants: its favored candidate as prime minister, a victory of sorts in a dogfight with the Indian military, and its media critics hounded into silence or compliance.\\n\\n&gt; Now, the military seems set to make that prediction true, setting up a conflict that some observers are already comparing, if prematurely, to when Pakistan&amp;#039;s oppressed Bengali population broke away to form Bangladesh in 1971.Last month, the military&amp;#039;s main spokesperson made it clear that the P.T.M. would no longer be tolerated, and that their next big move could be their last.\\n\\n&gt; Mohsin Dawar, a leader of the P.T.M and the second member of Parliament accompanying the convoy, rejected the military&amp;#039;s claim that P.T.M. supporters had fired at soldiers at the checkpoint.\\n\\n\\n*****\\n[**Extended Summary**](http://np.reddit.com/r/autotldr/comments/bvshyk/time_is_up_pakistans_army_targets_protest/) | [FAQ](http://np.reddit.com/r/autotldr/comments/31b9fm/faq_autotldr_bot/ \"Version 2.02, ~403441 tl;drs so far.\") | [Feedback](http://np.reddit.com/message/compose?to=%23autotldr \"PM\\'s and comments are monitored, constructive feedback is welcome.\") | *Top* *keywords*: **military**^#1 **P.T.M**^#2 **Pakistan**^#3 **protest**^#4 **Pakistani**^#5',\n",
       " 'And statements like that are why so many will never take you seriously.',\n",
       " 'No, it is true... my condenser broke yesterday, so global warmer exists and that’s not fake news.',\n",
       " 'This guy has so many job opportunities now',\n",
       " 'Seems like a terrible decision.',\n",
       " 'in what kind of situation would you give any blame to the religion itself?',\n",
       " \"&gt; Installing a puppet regime was the least horrible thing that I cited.\\n\\nThe fact that you can't answer and continue to dodge points to you knowing it's bullshit but decided to lie anyway, in which case you're acting in bad faith making truth irrelevant. Could also be you just don't know what you're talking about or a combination of the either.\",\n",
       " 'more of a Warriorsian dystopia. gangs with guns on the streets kinda thing',\n",
       " \"But it's for the church, they'll take care of it/s\",\n",
       " 'Oh you want to help? Donate your money to x cause directly fed into y politicians pocket.',\n",
       " 'Harm included things such as life expectancy, health, personal relationships, ability to hold a job, etc',\n",
       " 'Some are more equal than others.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'who the fuck knows, it was like instantly picked up and reposted on all news sites in like a few hours',\n",
       " \"Because population matters. This original post has a post about 1.3 billion people. You can't ignore that California only has 40 million people. I'm sorry you're incapable of seeing the obvious, and again what does LA have to do with this?\",\n",
       " \"Hope he wasn't intentionally late for meeting this time.\",\n",
       " \"Long story short, very few amongst us humans really want to act unless it's threatening on a personal level. \\n\\nThe crippling issue here is, it's probably human nature to show this behaviour, and it has been wildly prevalent in individuals, communities, countries and thus, worldwide. \\n\\nThis report is fucking insane. It's unsettling to say the least. And the context of the original article is scary. I'll haphazard a guess as to what will happen next though - some of us will dismiss it as fear-mongering. Some of us will be roused from their seats for a moment, and then pretend they didn't see this. Some of us will say we ain't living that long, and dismiss it. \\n\\nOnly a few sons of bitches who really care about this planet will vow to use renewable energy wherever possible, and stick to it. \\n\\nUnless there is water at our doors and in our rooms in peak effing summer of 45 degrees, when everything should be as dry as the Sahara, we won't act. And hence we shall die. Not because we didn't see this, but because we refused to allow the thought to percolate our minds.\",\n",
       " '&gt; You think that the people who are offering drugs that are literally life or death choices are beholden to you just because you buy the drug? Hell no.\\n\\nHell yes. They still have to price the drugs in a way that people can afford them. They make no money if people can\\'t buy the drug... and lose all opportunity to do so if they die.\\n\\n&gt;That\\'s why epipen prices have gone up like 2000%.\\n\\nExcept that didn\\'t last because the market corrected that.\\n\\n&gt;but not if the \"free\" market naturally creates a monopoly\\n\\nIt doesn\\'t create a monopoly. So are we done?\\n\\n&gt;Things like limited resources, economies of scale, and extremely high price in-elasticity can sometimes create \"natural monopolies.\"\\n\\nThere no examples of it happening in reality though. The main issue is that anything that could become a monopoly is an attractive market to be in. And the world is full of staggering quantities of capital seeking things to invest in. The better a \"gig\" is for a would-be monopolist, the greater the incentive for competition.\\n\\nFor example, Standard Oil\\'s market share was dwindling long before the company was broken up. It was in the process of being eaten alive by regional competitors. It was a political move, not an economically rational one.\\n\\nI\\'ll list some exceptions... that all hinge on government control. Phone and broadband services is controlled by municipalities. The *government* explicitly grants monopolies. So, not natural. Much the same happens with RF spectrum.\\n\\n\"Natural Monopolies\" are a myth in the real world.\\n\\n&gt;Only government intervention can prevent a natural monopoly\\n\\nHa. In the real world, monopolies only happen as a RESULT of government action.\\n\\n&gt;It\\'s not about \"personal responsibility\" or \"earning your way in life.\" It\\'s about basic economics.\\n\\nYour understanding of economics is based on lies. Common lies that I\\'m sure you sincerely believe but lies nonetheless. Such as the concept of a natural monopoly.\\n\\n&gt;It is economically infeasible and frankly morally wrong to leave healthcare as a \"free market\"\\n\\nIt worked great for a century so that\\'s obviously false.\\n\\n&gt; because it will always inevitably become an oligarchic or monopolistic market\\n\\nIt *didn\\'t* when it was a free market so what the hell are you even talking about? The private, free market health industry has served the people well for decades. Stop parroting lies and look at the reality that has existed.\\n\\nPeople GET CARE, don\\'t they? How many filled hospital beds are there across the country? How many procedures are done? How many lives prolonged?\\n\\nThe FACTS refute your argument. If you want to focus on the small minority of people that have been unable to afford it then go out and form a charity to help them. A functional economic model does not require that EVERY need be met. Just a majority of them a majority of the time. By every sensible measure, America\\'s decades of free market healthcare was successful and healthy.\\n\\nBut people go bankrupt paying for care? SO WHAT? Then that\\'s what happens. It\\'s expensive because it\\'s expensive. But they are bankrupt and alive and going on to live their lives because bankruptcy isn\\'t the end of the world.\\n\\nBut people sometimes don\\'t get care? Yes. And it is no one responsibility to rectify that. And it is WRONG to force changes to anyone\\'s behavior in an attempt to do so.',\n",
       " '\"And never have been\"\\n\\nYeah the theory of Evolution and the Earth orbiting the sun were so well received by the religious community and they sure never did anything to shut those down.\\n\\nReligion is, overall, more accepting of scientific advancement in modern times but to say it\\'s never been a backwards enemy is such a complete fucking lie that it utterly wrecks your credibility right there.',\n",
       " \"Last time that happened like that was Reagan, who was also an actor, also unqualified for the job and basically went senile while in office.  I've always called him Reagan 2.0 even before he got elected I was calling him that. Quite similar in many ways. Republicans probably think that's a compliment. Everyone else knows better.\",\n",
       " 'Make sure you put there he called for the election earlier than scheduled',\n",
       " 'Sure, the more information the better.',\n",
       " 'Evidence?',\n",
       " 'I just learned how totally messed up chemistry publishing is earlier this year. In astro the journals allow the full text of their articles to be indexed and searched by the general public. In chemistry you need a subscription to s see an *abstract* ��',\n",
       " '\"shut up I\\'m not crying you\\'re crying\"',\n",
       " 'Right and you get thrown into \"Denial\" camp for being pro-nuclear or for rightfully pointing out that America is the cleanest country in the world and if we\\'re going to actually tackle climate change the first conversation we HAVE to have is how are we going to wrangle China and India which are the guiltiest parties involved.',\n",
       " 'I don\\'t support the mods of T_D banning people, and since you want to be unbanned I\\'m glad we\\'re in agreement that censorship is bad in all its forms.\\n\\nCrowder has never encouraged people to \"go after\" someone else. Ever. Contrast this with Maza, who has openly called for multiple people to be deplatformed, and even called for mobs of people to throw milkshakes on those they disagree with. He\\'s a hypocrite who wants to destroy entire platforms all because someone said something mean.',\n",
       " 'I did not.',\n",
       " \"Thanks for sharing that!  \\n\\n&amp;#x200B;\\n\\nOf course, most paper is made with chemicals.  So it's not entirely environmentally neutral.  But, it's better than plastic!\",\n",
       " 'lol what is this copypasta',\n",
       " 'Aww god, I remember the time there was this really good video on my porn account feed on reddit, that was like half-loaded. Then It suddenly stopped, and wondered why. I opened the post, and re-loaded the page to see it was gone. then I suddenly remembered that there was an announcement that reddit would shut down for about 20 mins. It really sucked.',\n",
       " \"Isn't it about as harmful as normal cigarettes if you smoke it?\\n\\nEdit: nope\",\n",
       " 'Well said!',\n",
       " 'That just means there’s not enough justice being done and that we need more courts.',\n",
       " 'Why are the jesus christers allowed to have sway over this issue that their master never spoke about.',\n",
       " 'its not extremely low when the majority of extremist groups kill people. since the alt right is comparable to isis in statistics, and you think the extremist left is comparable to the alt right, then you obviously think the extreme left is comparable to isis. and thats bullshit.',\n",
       " \"Wow I hadn't heard that one, that's pretty over the top. I can say I voted Clinton in 2016, but a lot has happened since then, and I'm not comfortable with the future the Democrats are making. They keep drifting too close to identity politics.\\n\\nSorry that I wrongly accused you of being one, it just seems like the default stance on this website so much that I forget others exist.\",\n",
       " '������',\n",
       " 'Color me surprised',\n",
       " 'I scratched my head about this comment when I first read it, but you’re right, it’s sort of like a catch 22 or social faux pas that everyone chooses to ignore until one person chooses to bring it up.  And that’s exactly the situation I’m describing and I think you do a better job exposing,  it’s essentially all air if you can’t quantify or measure it.',\n",
       " \"Most apps have no business being apps (it's a legacy from before mobile design and interactivity was any good, and also because apple has pushed the app store so hard).\\n\\nBut there are a couple things you can't do on a mobile site (or progressive web app)\\n\\nSome native functions like face recognition or touch unlock, etc. \\n\\n&amp;#x200B;\\n\\nBut mostly you can give up all your privacy with an app. Your contacts, address books, history, etc.\\n\\nAnd thats the reason the big boys do it.\",\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " ' z',\n",
       " 'And they dont know the plural form of octopus...',\n",
       " 'Great job dodging the question. I think we know where your argument falls apart now.',\n",
       " 'And Israel.',\n",
       " 'When in doubt. Homophobic insuslts.',\n",
       " \"Mitch McConnell is in charge of presenting and passing funding bills. I had no idea he'd joined the Democratic Party.\",\n",
       " 'How do we know if the ice melted or broke off in chunks? Or does this refer to both? Could something like an earthquake cause a lot of ice to separate from the main glaciers all of a sudden?',\n",
       " 'Ben Shapiro?',\n",
       " '&gt; Do you think people are trekking across the desert in 110+ degree heat for fun? It\\'s to avoid getting caught by the people whose help they supposedly need.\\n\\n1. Your quote didn\\'t contradict my statement. The Trump administration has claimed that they can imprison anyone who crosses the border outside ports of entry. [I said, accurately, that that is a lie.](https://www.nbcnews.com/politics/immigration/trump-plans-block-migrants-claiming-asylum-between-legal-ports-entry-n930056) You said \"There\\'s actually this other clause that DOES allow states to penalize refugees if they don\\'t present themselves to authorities and identify their reasons for being here.\" That assumes that the refugees *haven\\'t* done that, for which you don\\'t have any sources (and if you did any research, you would know that the widespread phenomenon of [\"voluntary surrender\"](https://www.nytimes.com/2019/04/10/us/immigration-border-mexico.html) among refugees who cross illegally would suggest this is false). Further sources in #2 that show that they have.\\n\\n2. ...what does this mean? Is your argument that all of the asylum-seekers who crossed the border did so in the middle of the desert and didn\\'t explain their reasons for being here? Because [that\\'s not true,](https://www.humanrightsfirst.org/resource/barred-border-wait-lists-leave-asylum-seekers-peril-texas-ports-entry) and the TA through the Border Patrol has systematically turned away and blocked migrants from even approaching ports of entry, if not *de facto* shuttering them entirely. That IS against domestic and international law, period.\\n\\n&gt;There are widespread social media reports of enough likes and amens saving kids with cancer. I\\'d like to see it from a reputable source.\\n\\nFair enough, although that makes you somewhat more reputable than Susan Collins. Again, see #2, or [here](https://www.americanimmigrationcouncil.org/litigation/challenging-customs-and-border-protections-unlawful-practice-turning-away-asylum-seekers) or [here](https://www.thedailybeast.com/these-migrants-wanted-asylum-instead-they-are-detained-in-an-old-body-bag-factory-in-mexico) or [here](https://www.reuters.com/article/us-mexico-immigration-idUSKCN1TO0DF). \\n\\n&gt;That\\'s not all I can say, I was pointing out that it\\'s ridiculous to equate the two and you\\'ve now reframed that to a point that I didn\\'t make.\\n\\nIt isn\\'t ridiculous. Nobody is saying the camps or centres are *proportional* to one another in terms of severity, but I\\'d argue that  *legally* and *morally*, the two have a mutual lack of leg to stand on. Not all comparisons are 1:1; that seems obvious to me.',\n",
       " 'lmao',\n",
       " \"I fundamentally don't agree with some of your claims, I think that being human is experiencing, and that something with no experiences is not a human being. It is living in a sense but so are tapeworms. \\n\\nBut aside from that which we will never agree. How about pregnancy produced from rape? Do you respect those women's choice to say they are not obligated to keep a baby that was forced on them? Or if that mother's health is in danger? Is she obligated to risk her life for another?\",\n",
       " \"Fuck off that is completely untrue. So tired of ignorant anti-American sentiment. You wanna go take a look at Australia, or any African country, or all of south America, or the worst of all: China.\\n\\nI get America isn't the best country ever and we're far from it (shoutout to Norway! Love you fam), but my god people make it out like we're *so much worse* than every other country and it's getting really old.\",\n",
       " 'Trump as messed up as he is, is not a fascist. He’s not even close to the extreme far right.',\n",
       " \"Thanks, I'm not fully aware of the entire process in america. My point, however, was to show that any kind of effort behind a vote doesn't really add any intrinsic value. It's still the same value as the neighbor's vote.\",\n",
       " \"They've literally done this since forever why is anybody surprised?\\n\\nNeed I even open the floodgates and mention Chernobyl?\",\n",
       " 'Lol who says HK wants back with Britannic? Delusional much?',\n",
       " 'Like Israel and Turkey? Like what Trump has already asked for on the Mexican border?',\n",
       " '&gt; Farmers know climate change is real.\\n\\nThis is just simply not true. If they don\\'t deny it outright, they think it\\'s not due to human causes, that it\\'s a \"natural cycle,\" or it\\'s \"sunspots\" or something harebrained like that.',\n",
       " \"If you're not totally off the grid and think anything you do is private then I have an incredible opportunity on a bridge I'm selling.\",\n",
       " \"You mean Cambodia?\\n\\n&amp;#x200B;\\n\\nInteresting thing is, rich people run the economy, so when you kill all of them, you don't have anyone left who knows how to organize an economy left anymore, so everyone starves.\",\n",
       " \"It's associated with lower rates of violent crime. Just like less guns are associated with less suicide.\",\n",
       " 'Hey are you having a stroke? Your argument is malformed.',\n",
       " 'Så sant.',\n",
       " 'bingo - this also happened in Canada as well a few years back.',\n",
       " \"Isn't the extent of the Gulf Stream on Europe's climate up for debate these days?\",\n",
       " \"I see that you didn't answer the question. no problem. It is quite apparent why you are scared to.\",\n",
       " \"You're right, it's my fault for this misunderstanding that occurred after you presented an absurd equivalency to my outrage at this specific case of gang rape, and then gave a poorly delineated list of offenses instead of an actual explanation as to how an accidental death and gang rape are related.\\n\\n\\nGotcha.\\n\\n\\nGlad we had this discussion.\",\n",
       " \"And why is that a bad thing for them to consider whether or not what they're making is profitable?\",\n",
       " \"Of course we do idiot because we've governmental action to require and urge corporations municipalities states cities counties etc to put in \\n\\nplace clean air and water regulations - is he that dumb ? Yes he is\",\n",
       " \"That's it? There's more explosive material at a Taco Bell.\",\n",
       " \"&gt; You don't think there is a media bias against Trump. Seriously. I don't care if you like or support the guy...you are telling me Trump has non biased media coverage. \\n\\nPlease show me once where I said exactly that.\\n\\n&gt; That's what you're saying.\\n\\nNo. No that's not what I am saying *AT ALL*. Way to strawman.\\n\\nSure, they have a bias against him, but that doesn't mean they lie and *make up* fake news about him. Show me some fake news about him then. They report what he does. If he wants to stop that, start acting like a goddamn president and not a toddler\",\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"Not trying to assign blame. No one culture is to blame. It's the nature of demand for food + fossil fuels + plastic products. For now the majority of demand is in the West, but not for long.\",\n",
       " 'Thanks.',\n",
       " \"There's nothing to be proud off, you're nothing more than a hitman for hire. Killing people for the interests of billionaires.\",\n",
       " 'Just the nutters.',\n",
       " 'Rip to him. He was a pensioner, but is he truly the oldest?',\n",
       " \"Not really. They don't have enough syringes to treat people. It's like roadside surgery. You can't sue pre hospital medicine for improper technique\",\n",
       " 'I think the range oughta be like 30-50',\n",
       " '800 a week in taxes would put him at 1600 if it was bi-weekly.  3200/mo extrapolated in taxes. He’d have to be making more than 100 for that to be true. 3k bi-weekly is 78. He’d have to be killing it to be taxed double your rate.',\n",
       " \"Right, but the argument isn't about phasing out old tech as such it's movement from fossil fuels as a whole, which is by definition impossible if we maintain current oil use because its finite. That was my point, nobody would claim that we should stop using the tech whilst maintaining current supplies, the argument is to abandon the supplies and phase into renewables and critical resources.\",\n",
       " \"Isn't it CHEE-LAY?\",\n",
       " 'Disgusting and sickening people. They will all rot and suffer painfully in hell for eternity. Worthless pieces of shit abusing defenseless animals.',\n",
       " 'Some context needed.\\n\\n\\nChina is sensitive about drug addiction due to its history. China is still recovering from the last time a western power forced drugs on its people.',\n",
       " '&gt; But nobody likes censorship, we have the first amendment for a reason\\n\\nThe left Looooooooves censorship. as evidence of all the garbage lefties praising and defending censorship.',\n",
       " 'So what counts is education dimension.\\n\\nHow high the average education is. The way that\\'s measured is by amount of years. However it\\'s not like students who have to redo years multiple times will count for \"more years in school\".\\n\\nSo what counts is level of education aka education dimension.\\n\\nAnyway I\\'m quite sure all the bullshit you spout won\\'t be enough to put US from 25th to number 1, so I\\'ll drop the discussion here. \\n\\nHave a good day, I\\'m sure that won\\'t be a problem since you life in the best country in the world, right? \\n\\nToo bad the homelessness ratio in the US is worse than in India though, but I\\'m sure that doesn\\'t change anything either, right?\\n\\nhttps://en.wikipedia.org/wiki/List_of_countries_by_homeless_population',\n",
       " 'The estimated cost of Hurricane Maria will cost an additional 50 billion over a period of ten to 15 years add that to the current 41 billion and viola you get the infamous 91 billion. He Jist needs to change how he says it.  Reddit has a great piece on it.',\n",
       " 'Sorry to hear that.',\n",
       " \"Meat is pumped full of vit B12 on farms because there isn't enough B12 in them naturally. Meat eaters are doing the same thing but with more steps. \\n\\nAnd who cares even if that was the case because we live in the modern world where we can easily just take 1 pill to get the single nutrient not super easily present in plants without needing to destroy the planet or torture billions of animals.\",\n",
       " \"What the US is doing at it's border is literally shameful on them but when did we get into sliding scales of genocide.\",\n",
       " \"Why on Earth would would you trust anything this administration tells you? Especially when again, this is a crisis of Trump's own making.\\n\\nObama was not the type of person or president to do that. Trump absolutely is. More importantly, so is Bolton.\",\n",
       " \"Never said you didn't have rights. But in THIS CONTEXT, you don't have the right to harass women. Which is my entire point.\",\n",
       " 'Ignore what exactly? That what he said was taken out of context? Or that Russia meddled in our election just like they have since the cold war? \\n\\nWhere have you people been for the past 50 years?',\n",
       " 'I didnt know starving was a vegan diet',\n",
       " \"Well you wouldn't in northern Ireland\",\n",
       " 'I cannot believe we as humans are still talking about this... in 2019',\n",
       " 'Logging into Orbitz now...',\n",
       " 'Oh, I understand. However, Iran makes the US look like fuckin honest abe when it comes to deception and lies regarding their military moves.',\n",
       " 'Then switch your dentist. There have been plenty of advances in digital scanning, 3d printing, digital surgical planning and material science that dentistry today is very different from dentistry 20-30 years ago.',\n",
       " 'Not only that, but the Russians opened their May 9th parade with a T-34. That is Trump level hypocrisy.',\n",
       " \"What's the bigger picture, then?\",\n",
       " \"According to this article, everybody\\n\\n[https://en.wikipedia.org/wiki/1995\\\\_Hong\\\\_Kong\\\\_legislative\\\\_election](https://en.wikipedia.org/wiki/1995_Hong_Kong_legislative_election)\\n\\nThere wasn't a single communist party in the ballots. The most pro-Beijing parties were usually filled with conservative business owners seeking to take advantage of\\\\* China's economic ascension.\",\n",
       " \"Nah, I'm totally for exceptions for rape too.\\n\\nAnd I'm not even staunchly against abortions within that timeframe. What im staunchly against is the taxpayers footing the bill.\",\n",
       " 'I don’t know, there are clearly people coming off the plane with luggage. While I was being a bit cheeky, there is no doubt that some people died or were horribly maimed because people bothered to get their luggage down before exiting.',\n",
       " \"they'll just be made to vote again until the correct decision is provided\",\n",
       " 'Then they get turned around.',\n",
       " \"The world is very wary about China, so another massacre in Hong Kong would likely result in massive boycotts. Look at what happened to the Russian economy after they started the war in Ukraine.\\n\\nI'd say the best case scenario is China gives concessions too quickly, people get empowered, demand more autonomy, China starts looking weak, and other regions within the country start rebelling too.\\n\\nVery optimistic, of course.\",\n",
       " \"??? Nelson Mandela's grandson's attack on Israel is (1) wrong; (2) farting in the wind. Who gives the actual fuck what this man says about Israel? It's completely unimportant. The only people who would report this, or comment on it, are people who obsess over Israel.\\n\\nThe posts here attacking Israel and agreeing with Mandela are the same. Why the fuck does anyone care what he says about Israel? It's just obsession. Israel-obsession. What does he think about Brazil? China? Why are you not interested in that?\\n\\nOr what does he think even about his own country? His own country is going down the toilet. Shouldn't he be talking about his own country before he farts inaccurate bullshit over another country?\",\n",
       " \"It says it in everyone's profile. Your account is 11 days old.\",\n",
       " \"When it comes to ruining the environment, there's everyone and then there's China.\\n\\nThe Chinese government needs to be fully exterminated.\",\n",
       " '1. This is RT.\\n2. Who the fuck cares about what declining economies do?',\n",
       " 'Also Jews =/= Israel\\n\\nAnd you\\'re not a \"bad\" Jew, for not being a zionist.',\n",
       " 'To be fair...',\n",
       " 'But her emailz!',\n",
       " 'Lol',\n",
       " 'That is an untrue statement.',\n",
       " 'Damn diet trump goes to court',\n",
       " \"That's not why we support SA. We don't need their oil. We only import a small percentage from them. That % can easily be gotten elsewhere or at home. We support them because we need the USD to be used in oil transactions. It's called the petro-dollar. It's a huge component of our foreign policy. It makes our currency really strong. It's also a major reason why we invaded iraq and helped kuwait\",\n",
       " \"Yeah that's what I thought. I just couldn't figure out what the fuck the title meant but thought that the opposite would've been illogical according to the reaction in comments lol\",\n",
       " 'Space costs money.  Moving things costs money.  Loading things costs money.\\n\\nA store wants some return for every foot of space they are paying for and every dollar of labor they are paying for.\\n\\nStoring items to be donated, transporting them, loading them, etc - all these things cost money.  If the store is getting nothing in return - then it is costing them money to donate.\\n\\nIf you want them to donate instead of disposing of goods in the cheapest way possible - then you have to support the government giving the retailers a financial incentive to make the costs of donating worth while.',\n",
       " 'I’m from Norway but now I live in the Netherlands, and there is sort of that here as well. But only for the big bottles. In Norway it is for all plastic bottles, cans and glass bottles. Still hurts to put the 1/2 l bottles in the bin. \\n\\nAlso in Norway it is all over TV and in add spaces about recycling your bottles. And you can choose to donate the money to a good cause or get your money back.',\n",
       " 'Libertarians are clowns espousing an overidealized worldview that would lead to utter chaos if ever implemented, and the opinions that come from libertarian perspectives are essentially worthless drivel.',\n",
       " 'SA literally executes people like that for \"terorism\" every day\\n\\nmeanwhile it depends ob global trade with countries who do give a fuck about bad PR',\n",
       " \"You're right, we should only believe negative stories about China, anything that could be China is China. \\n\\nThis kind of mentality has no downside. It doesn't encourage bandwagoning or tribalism or closed-mindedness. If it's what your groups says, it must be true. Everything is black and white.\",\n",
       " \"It's heartening to see an actual left wing politic emerging in the U.S. I just hope that it doesn't become a trivialized fringe position like libertarianism on the right. \\n\\nThe DNC is fighting tooth and nail for that outcome.\",\n",
       " 'He openly claims he suspects mcdon is cleaner than many local type burger joints when someone asked him that exactly, which isn\\'t terribly flawed thinking. Esp. when the fast food deliciousness is inimitable. He kicked someone out of his office for coughing the other day, where I watched a video linked where he talked about being grossed out by such things. It also interrupted his speech, but I think there\\'s at least a shared disdain between the two. Fucking pornstars, who are notoriously and seriously tested to be fucked like that, doesn\\'t turn his germaphobia into a \"lie\" either.\\n\\nI watch quite a bit of Trump to study the man. I\\'m not playing the lol u wouldnt kno card, just... he didn\\'t chow down on typed transcript dude. He would rip it up. It really bothers me how far the insanity mythos has diverged from his type of insanity specifically. He was caught trailing toilet paper once to his plane, oh I guess he shits his pants too.',\n",
       " \"I'm in agreement with most of the top comments here -- but are we simply going to ignore Hamas existing?\",\n",
       " \"Yup it is and I never said it wasn't, just that the european union can't do shit about the climate change.\",\n",
       " 'Okayy soooo this trade war stuff gotta come to an end now.....',\n",
       " '&gt; So how did they get a FISA warrant on Trump tower if Clapper said they\\'re was no collusion? \\n\\nFUCK. Can you not see how stupid that sentence is? \"How could they have started impeachment proceedings on Nixon if he said; \\'I am not a crook\\'?\"\\n\\nProbably because the FBI doesn\\'t take \"nothing to see here\" as meaningful of anything.\\n\\nAnd also if I buried you in links of ties to Russia and we just spend 10 pages on  \"Deutsche Bank Staff Saw Suspicious Activity in Trump and Kushner ...\" https://www.nytimes.com/2019/05/19/business/deutsche-bank-trump-kushner.html\\n\\nI mean, that\\'s one headline. If Fox News had that on someone they wanted to smear -- they could run with that for 5 years.\\n\\n&gt;What was the FISA warrant for?\\n\\nI don\\'t know or care -- because nothing in the Mueller report depends on your fucking conspiracy theory about FISA. This is so much like the Republicans combing all the text messages of FBI agents to find someone in the investigation who said something bad about Trump to a girl at a bar. They will find a shiny object to distract us.\\n\\nTo prove \"collusion\" which isn\\'t actually a legal term in the first place -- they\\'d have to have Trump directly talking to a Russian agent and then writing up a deal where they explain what they are getting in exchange for what they do for Putin. It\\'s nearly impossible to prove because they\\'d have to have video of Trump Jr. talking about something other than Russian adoptions -- and then they\\'d be on Fox News talking about Deep Fakes.\\n\\nPlease stop trotting out the shit that comes off of Fox News or Republican Radio because it bursts into flames in the sunlight.',\n",
       " '“Iran’s reserves are every day increasing at a more rapid rate. And if it is important for them (Europe) to safeguard the accord, they should make their best efforts... As soon as they carry out their commitments, things will naturally go back to their original state,” Kamalvandi said, adding that there is still time to keep under the threshold \"if European countries act.”',\n",
       " '\\\\&gt;Wait, so what type of drugs are we talkin\\' about? Like the Devil\\'s Lettuce? Sure... Hardcore drugs though? Not feelin\\' so hot about that.\\n\\n&amp;#x200B;\\n\\nThat\\'s what I said, my dude. Then he replied to me like that. I pointed out how Opioid Abuse is a problem within the US as well as how I was suggested to go look up Portugal and whilst doin\\' so was shown that Italy fucked up their process. Have another person comin\\' at me and sayin\\' that most people are currently on heroin, which I didn\\'t say at all, said that most people would get somethin\\' bad and easy to get if given the chance and by \"somethin\\' bad\", I meant in general, from opioids. diet pills, fast food (which lead to a lot of heart disease here in the US)\\n\\n&amp;#x200B;\\n\\nCan understand not makin\\' addicts go to jail for their diseases and all, and scummy criminals not profitin\\' off of people\\'s additctions, but feel like this\\'d just be turned around and used by Big Pharma Corpos to do the same thing (Again, as if they don\\'t already)',\n",
       " \"That's the plot for the next Fallout game.\",\n",
       " \"why return to Canada? i never would. i don't know what people see in this place, its just America but with free health care and much worse goods and services.\",\n",
       " 'also your vacations are probably more frequent and much more distant than those of kings, your car is more luxurious than their cart, your food is probably more diverse, not starting about technology (movies, music, TV, phone, internet...), your clothes of a higher quality, you have running water at your house, better lightning and uniformly warm house, you can do much more diverse set of sports and attend a lot more cultural events and so on... life of a king was... bad and boring (but much better than plebs back then), only thing better is servants and big house',\n",
       " 'Putin will be in to culturally liberate the oppressed local Russians any day now...',\n",
       " 'And yet it was a golden age as far as US economic growth goes.',\n",
       " \"Most people should stop using Facebook, Instagram, and WhatsApp but most don't care about their privacy to stop using Facebook products.\",\n",
       " \"He's like the uncle that had one too many at the Christmas party.\",\n",
       " \"First, I note you are not even trying to claim that *you* are not like that.\\n\\nYou are positing that something could exist which doesn't currently and never has. That's an extraordinary claim for which the burden of evidence lies on you\",\n",
       " 'Was going to say something similar. Nice.',\n",
       " 'goodbye my email account',\n",
       " 'all indicted for things they did outside of anything to do with Trump - sucks to be you hanging all of your emotions on this huh',\n",
       " '1 - I appreciate your kind words.\\n\\n2 - Except in this case you were given the opportunity to respond and present what your opinion is. The point at which you responded is the point where my “soap box” gave way to dialogue between two separate individuals.\\n\\n3 - Every scientist will disagree with your assessment that a late stage abortion is simply the disposal of an “agglomeration of cells”. I assume when you said “Stone Age” you were referring to something other than what scientists conclusively agree on in 2019, correct?\\n\\nI suppose “soap boxes” in their physical sense are kind of a “Stone Age” item? Is this what you were referring to?',\n",
       " 'I’ve read a lot of books.',\n",
       " 'Then the whole argument about Europeans and AC is pointless',\n",
       " \"... Because they're paid to? In every facet of society people take payoffs. In every culture. People's greed is the universal principle - why do you think numbers stay the same across cultures? Math? Education? No. Greed. Money. People can hide their greed as they can a lie- as long they can falsify pride.\",\n",
       " 'Why would you immediately come to that conclusion???',\n",
       " \"I hope Taiwan is watching. The rest of the world doesn't give a flip as long as their consumer goods are cheap. But Taiwan better watch and see if the PLA's tanks start crushing the lower halves of protesters.\\n\\nIt must be terrible to lay on the ground and look down at the bloody mess that used to be the lower half of your body before you die. \\n\\nThat's what the PLA and the Communist party did to innocents trying to gain freedom and liberty.\",\n",
       " \"I honestly don't even care anymore because nothing is going to come of this shit anyway. I'm tired of all these stories of how corrupt the president is, followed by nothing except another story about how corrupt he is. Everyone knows he's a criminal at this point. Wake me up when something actually happens.\",\n",
       " 'The extra absurd thing is I was ordering compostable eco diapers, which ended up being flown indirectly from Finland to BC, where we have a wood pulp industry. I’m now fantasizing about creating local compostable diapers cause this is nuts.',\n",
       " 'U r adorbz',\n",
       " \"Let's see now:\\n\\n* An oil lobbyist runs the DOI\\n\\n* A coal lobbyist runs the EPA\\n\\n* A pharma exec runs HHS\\n\\n* A Boeing exec runs DOD\\n\\n* A billionaire Amway heiress runs DoED\\n\\n* A private equity kingpin runs Commerce\\n\\n* A Goldman Sachs exec runs Treasury\\n\\n* A Verizon lobbyist runs the FCC\\n\\nBut i'm sure staffing the administration with corporate lobbyists and banking executives is great for American workers and families.\",\n",
       " '&gt;Human civilization is actively working on every way possible.\\n\\nYou cannot be serious.  You seriously think we\\'re doing everything possible?  CO2 rates are *climbing* exorbitantly because we\\'re using more coal and oil than ever with no end in sight.  A few tinkerings with CO2 trapping machines is not even close to \"doing everything possible.\"',\n",
       " 'Only one side used white phosphorus on the other and murders doctors if you want to play the \"wake up people\" card.',\n",
       " 'Some of the old old ones. But 3.5 is not good either, and 1.5 is a shit ton worse than zero which you can easily achieve with composting models.',\n",
       " 'All wines do not taste the same\\nI am a wine lover and what you say is a blasphemy.\\nBut that most people who go out (I work in restaurants since forever!) do not know anything about wines is a truth. Some even pretend to know but they don’t even recognize grapes. \\nNow as much as I love wines- I do not agree in anything  costing this much- it’s just not what I believe in\\nThousands of euros- etc for smght frivolous \\nThis for me applies for everything- I don’t believe in extra luxury- I do not agree with it.',\n",
       " \"\\n&gt;It is funny reading the comments by Americans here who know nothing of how the Euro has fucked Italy financially over the last 20 years. \\n\\nTo be fair, Italy and Greece strangled theirselves financially before the crisis of 2008. \\n\\nSince it's recovery, Italy received more money from the EU then they contribute. Not to mention their shear levels of corruption costs them 4% of their GDP annually. \\n\\nIt's easy blaming it solely on the EU.\",\n",
       " 'Also why is this even an argument. Do you honestly believe some reddit guy actually ran 77% of a marathon in 105 degree heat daily lol? Y’all are up to something! Enough reddit for the week.',\n",
       " \"Nope it's been their goal since their inception years ago, push socialism early in a kids life and teach anything else is just unfair. Now their people are going after free speech because they know what is real hate speech\",\n",
       " \"&gt;Investment is also good for the economy in general\\n\\nYup, that's why it's sometimes important to remind people that economy =/= society. Some investments are more harmful than others, it's just not harmful for the economy *per se*.\",\n",
       " 'Not before hundreds of millions of us die first.',\n",
       " 'I hope he makes it painful',\n",
       " 'So could he lose this time?',\n",
       " 'Lip service. UK didn’t do shit after Russia poisoned people on UK soil.',\n",
       " \"Oh, right.\\n\\nWell on a spectrum of nationalist / unionist they're mainstream nationalists. But on the liberal/conservative spectrum they are true centrist liberals... think Pelosi, Clinton, Tony Blair etc. Snakeoils salesmen.\",\n",
       " 'Everybody else does, you will be in good company. Americans are great people but holy shit your country is horrible to everybody internationally.',\n",
       " 'There is absolutely no reason or any logical explanation for large part of population to be on poverty line, and one person having more money he can spend in hundred lifetimes as millionaire. \\n\\nThis is simply a result of broken economy model',\n",
       " 'One, sea levels are rising at the upper end of IPCC model projections.\\n\\nTwo, although China is currently outpacing us on emissions the the US and European Union each have total co2 emissions since the industrial revolution greater than China. We also have significantly higher emissions per capita even today.',\n",
       " 'Interesting',\n",
       " 'This is the best tl;dr I could make, [original](https://wetradehq.com/blog/Stock-futures-drop-as-China-is-said-to-raise-tariffs-on-U.S.-goods) reduced by 86%. (I\\'m a bot)\\n*****\\n&gt; China is set to raise tariffs on some U.S. goods starting June 1, Bloomberg News reported Monday morning.\\n\\n&gt; Trump has claimed repeatedly that China &amp;quot;Broke the deal&amp;quot; the two sides had been working toward over the past several months, leading to the use of tariffs to try and extract further concessions.\\n\\n&gt; &amp;quot;If the U.S. levies tariffs on all Chinese goods, and China retaliates, these losses could easily double.\"\\n\\n\\n*****\\n[**Extended Summary**](http://np.reddit.com/r/autotldr/comments/bo36zj/stock_futures_drop_as_china_is_said_to_raise/) | [FAQ](http://np.reddit.com/r/autotldr/comments/31b9fm/faq_autotldr_bot/ \"Version 2.02, ~399534 tl;drs so far.\") | [Feedback](http://np.reddit.com/message/compose?to=%23autotldr \"PM\\'s and comments are monitored, constructive feedback is welcome.\") | *Top* *keywords*: **China**^#1 **tariffs**^#2 **U.S.**^#3 **Chinese**^#4 **trade**^#5',\n",
       " \"HRC's election was impacted by the Benghazi hearings. The GOP did quite well after they impeached Clinton. \\n\\nI don't see a downside here.\",\n",
       " 'Sounds like something a Russian disinformation technician would want me to think. ��',\n",
       " 'First seen first upvoted I guess.',\n",
       " 'No. The Germans are prosecuting civilians for saving lives. Again. \\n\\nThe German army prosecuted civilians for saving Jews and other civilians from imminent death in WW2.  Some of those German soldiers were imprisoned for their actions after the war for crimes against humanity (for killing civilian heroes). Some were hung.\\n\\nIt is amazing that the same behavior (prosecuting those who save lives) is once again German policy.',\n",
       " 'Noticed you side stepped the murders of British by the prime minister.',\n",
       " 'I have thought skin ;)',\n",
       " 'Fucking kill me already.',\n",
       " 'Omg you troll people in this thread as well, huh?',\n",
       " \"No, we specifically wanted to stop letting your nuclear ships land there so that we wouldn't be under your nuclear umbrella. The point was we didn't want to ever be seen as a place where nuclear warheads could be launched from, therefore, we wouldn't be a target in a nuclear war.\\n\\nWe avoid needing to be under a nuclear umbrella by pursuing a foreign policy based on diplomacy rather than aggression, and this has given us leverage to protect us from Trump's heavy handed international relations strategy, because if America gets too big for its boots with us, you lose the South Pacific to China.\",\n",
       " 'Just to add to this real quick, complaining that ...\\n\\nhttps://www.reddit.com/r/worldnews/comments/bvfnxx/three_decades_of_missing_and_murdered_indigenous/epq04es?utm_medium=android_app&amp;utm_source=share',\n",
       " 'No doubt. We on the same page :D.\\n\\nNo, most of those other fields don’t have *structured* data, but that only increases the complexity of the problem and necessitates ‘fancier’ AI’s and more radical statistical techniques to make headway in them.\\n\\nAlso, yes, AI is the meta-problem, the skeleton key to all the other sciences right now.\\n\\nedit: Also, source? I call BS on any exhaustive economics algorithm in 2019, there is still frontier there, I’m pretty sure, or the hedge-funds would own everything.',\n",
       " \"That's because historically people OD'ing meant the got much purer heroin than the common 10-15%.\\n\\nIt's not like junkie culture is the most rapid to change.\\n\\nI do know for a fact that people addicted to actual fentanyl like from patches will not be able to fully eliminate withdrawals with reasonable amounts of Heroin.\\n\\nAnd that those fentanyl addicts were quite 'sorry' that they ever started taking fentanyl, because a it makes it impossible to get high on any of the other opioids, b even methadon/Buprenorphine assisted detox is impossible without serious withdrawal and c that it only lasts between 2 and 4 hours, which is a serious negative.\\n\\nSo it totally depends on the status of the addicts tolerance. Very high tolerance, not much money? Find the most potent fentanyl. Medium tolerance, have enough money, keep a steady life? find actual heroin. (or oxy or other morphine-heroin strength opioids).\",\n",
       " '460,000 with an estimated 27,000 people dead. \\n\\nIf you want to play a numbers game, that is roughly 9 times the total number of dead people. If you honestly think that number is less devastating because it\\'s a smaller ratio of people when comparing populations, you are a wholly disgusting human being. \\n\\nThe number of dead remains comparatively low, regardless the per-capita rates, and those numbers would have been higher had things escalated (you have made no argument against this fact). Unless Northern Ireland has no urban areas to speak of, and/or the majority of terrorists attacks happened in rural villages of 100 people (they didn\\'t) you can shut your disingenuous mouth. \\n\\nYes, comparing the two events is like comparing apples and oranges... *because of the original point I made.* My entire thesis is that the reason terrorist insurgency in Ireland was nothing like Iraq (or any other modern area) is because thing\\'s weren\\'t escalated, but you had to come in here fixated on a point, that I explained isn\\'t as relevant as you think, because... what? what do you hope to meaningfully contribute. I get that being \"more right\" about things give people an affirmation boner that life can\\'t give them, but you\\'ve genuinely contributed nothing other than actually arguing the deaths of 27,XXX people in five years isn\\'t as bad as 3,7XX over thirty. Are you actually proud of the math you used in reaching this conclusion? \\n\\nI mean, for fucks sake, even your methods for calculating per-capita are wrong because you\\'re looking at the population *after the conflict* rather than before. Yeah, loosing 2.% of a population all at ounce (or even across 5 years) is pretty devastating, but when you space that number out across 30 years, within two of the largest population booms in the nations history, such final tally is meaningless to sight given the subject at hand.',\n",
       " \"people with allergies should be asking what's in their food. its a marketing gimmick. people are too outraged these days it's so silly. It really is like the Chris Farley Columbian Crystals SNL skit... it's one of my favorites because it's so funny, but here we are in 2019 and it's real life haha\",\n",
       " 'Cruise packages might as well call themselves basically \"Lower-Middle Class: The Experience\".  I\\'m by no means wealthy (not at fucking all), but last time I was on my first and last cruise I was surrounded by that ultra cheap all-inclusive crowd that just wanted to get drunk every day and eat awful food and indulge in the phoniest, annoying \"entertainment\" and act like high rollers.  And the only time you could leave was when they docked.   It was depressing. I fucking hated it.',\n",
       " 'Oh cry harder you sissy. Most of America does not and will never agree with you.',\n",
       " 'No...?',\n",
       " \"I'm not, I just noticed you seemed kind of offended at what that user said about engineers, and telling you that if it doesn't apply to you there's no need to feel like it does.\",\n",
       " 'The USA/EU/Russia should use this as a way to unite the Middle East/Africa against China. \\n\\nWe gotta break up this insane super power somehow.',\n",
       " \"Sometimes you find a porn star that you really want more of and all you can find online are ten minute clips of an hour long movie. If you're a kid you might have a hard time finding those special sites that have the full version. I think the norm is 3-6 months for a new video to be easily available online. Sometimes you need to go to a forum and make a request for a video and wait a few days even.\",\n",
       " 'Get her on the record and sue her boots off!',\n",
       " 'This is where budgies belong:  https://youtu.be/wyfCMrqitWI',\n",
       " \"You're kidding me? WTF?\\n\\n&amp;#x200B;\\n\\nMaybe we should just let the planet burn from now on.\",\n",
       " 'My statement/claim was that Energy was responsible for climate change.\\nI shared 2 papers with you.\\n1 is a paper that explains how energy consumption is responsible for climate change.\\nThe other is a paper highlighting the 90ish corporations responsible for more than 70% of climate change.\\n\\nYour choice to be lazy and not understand the connection or bother to read anything is your own choice.\\n\\nYou don’t need to explain any of it to me, I’m a weatherman.',\n",
       " \"Well if he didn't wanna live in a Arab state, then he shouldn't have moved to a Arab state. I don't think people like you should leave but there needs to be restitution for what we lost,  and people should have the option of going back\",\n",
       " 'England I guess?',\n",
       " 'Here comes the rest of Asia',\n",
       " 'On reddit! I’m absolutely shocked. Everyone says there’s no bias here. Could they be lying?',\n",
       " 'Jesus Christ... You win, I give up.\\n\\nSalvia also, fuck up your whole world.',\n",
       " 'The Thing flashbacks, anyone?',\n",
       " \"I think half of them are just stupid. Percentages and per capita adjustments are beyond them. And if you point out that per capita we have lower rates than many of their beloved countries, they say that many rapes must not be reported. So there's no winning with these wretched people, their minds have already been made up. \\n\\nAn intelligent person would at least realize that the level of underreporting they are positing is too high to simply speculate about with no proof whatsoever.\",\n",
       " 'I have seen the inventory for a hospital once... they were buying rolls of sterile bandages for 7 euros a box... plain compresses.',\n",
       " 'Fact: No one lives in Canada. I went up their once, saw a moose licking a maple tree. It was ok...',\n",
       " \"We've gotten to the point where we really can't worry about these small towns anymore and the people that live there.\\n\\nWe're talking about species-level problems here, and if that means we've got to lose a couple hundred or even thousand small towns, it's worth it.\",\n",
       " 'Does nothing more than cement their market share',\n",
       " \"I was born in 97' and I still remember being young and sitting in my living room watching Cartoons, for my grandma to run in crying and change the channel to the news and seeing the one tower with smoke pillowing out before the put me in my bedroom.\",\n",
       " \"I call bullshit. If the channel is popular and giving them ad revenue, they'll do nothing about it. This is only a PR move and has no basis in morals.\",\n",
       " \"I agree that her death was more likely an accident than not. Occam's razor and all that.\",\n",
       " 'The ACA is their governing body, so yes, in the US all chiropractors are involved with the ACA.',\n",
       " 'Ha yeah on a deeper level the russian troll narrative was a huge distraction from the fundamental issues the democratic party has connecting to blue collar workers along with ignoring many other factors that allowed trump to get elected to begin with. So basically shut up about russian trolls and focus on what actually lost the election',\n",
       " \"Sometimes it is administration being lazy or inept, but often the business office at the Board of Ed will specify policy regarding potential lawsuits. Districts need to have a firm on retainer specifically to deal with all the litigation going on and to give advice on how to limit liability. It's kind of ridiculous.\",\n",
       " 'From Trinidad myself.',\n",
       " 'agreed',\n",
       " 'I just had major deja vu...',\n",
       " 'The vast majority of Germans wants the American troops gone.\\n\\nWhen Trump threatened to remove American troop presence from the country we all laughed our asses off as that is exactly what we want for decades.',\n",
       " \"Palestinians have been being systematically ethnically cleansed since 1948. \\n\\nHundreds of villages have been depopulated or destroyed resulting in the forcible removal of hundreds of thousands of people. \\n\\nWhile 4.5 million Palestinians live in the West Bank and Gaza, 9 million now live as refugees abroad in a global diaspora.  \\n\\nEven within the West Bank and Gaza, 75% of Gaza residents and 30% of West Bank residents are displaced from other areas of Palestine from which they were forcibly removed.\\n\\nIt's not even been days since an entire Palestinian neighborhood was bulldozed in Jerusalem.\",\n",
       " \"Holy shit.  This is incredible. All I said was, you cant lump random strangers together and pretend that they all share the same ideas.  Then you falsely reframe my argument as something it is not: accusing you of a strawman. And that, in and of itself, created a strawman. Secondary to our original discussion) Shit dude, I dont know if that's irony or a lack of self awareness or what but defending against an imaginary accusation of a strawman by creating a strawman based strawman is some next level shit.\",\n",
       " 'What about Chernobyl and the sinking of the Herald of Free Enterprise? John McCarthy and Terry Waite? \\n\\nI remember all of those.',\n",
       " \"It's not bullshit, bullshit would be the feces of a male cattlebeast.\",\n",
       " 'Freedom?  Freedom was only the selling point.\\n\\nEvery presidency since \"freedom\" follows the same model.  Promise some things then take it back.',\n",
       " 'You know they tried yelling and swearing at me in the Navy, did not work then will not work now. Want me to believe you give me uncooked data and evidence.',\n",
       " 'Spot on assessment!',\n",
       " '&gt;Obviously. It\\'s the logical outcome IF they and the U.S. keep making these decisions. If.\\n\\nThe logical outcome is NOT an automatic US invasion. Trump is uncertain on invasion, Pompeio is for it, Mattis was against it, Pentagon is against it, Giuliani is for it, Israel is for it. Some of them weight more than others. Could I see a possible outcome of the US invasion of Iran? Sure. Can I see an outcome where the US does not invade Iran? Probably.  \\n\\n&gt;You seriously think the U.S. wouldn\\'t attack Iran?\\n\\nThere are different degrees. Would it be the ruins you mention, I think not. I don\\'t believe a full-scale invasion would be in the works, there are 0 appetites here for a land invasion of anyone. So then the options are air strikes and sanctions, but since they are already on sanctions, they have a lot less to lose in their calculus.\\n\\nAgain, the issue is 100% economic failure under sanction and some percentage of economic failure and regime collapse, but 100% economic failure sounds like a prelude to regime collapse, so again, what do they have to LOSE at this point IF they believed the US economic sanction was an attempt to collapse Iran. \\n\\n&gt;Again, assuming that Iran considers Trump to be a rational actor, sure. But they don\\'t. No one does.\\n\\nSo what makes the next one not a Trump? \\n\\n&gt;Not sure what that has to do with the senate.\\n\\nDo you know how laws and bills work? https://www.youtube.com/watch?v=FFroMQlKiag\\nQuite similarly, a treaty has to go through these hurdles as well.\\n\\nI just explained to you how fickle the US EO could be, now I am telling you how difficult it is for the current atmosphere for a treaty/bill to pass. \\n\\n&gt;Depends on the kind of attack. It\\'s very easy for the U.S. to launch a devastating air attack on Iran, including against nuclear facilities. Difficulty would be in invading and occupying. But they wouldn\\'t need to invade to stop a nuclear program.\\n\\nYou think an air strike is going to stop a nuclear program? LOL. \\n\\nWow. You don\\'t read much do you? \\n\\nhttps://www.foreignaffairs.com/search?qs=iran+nuclear\\n\\nPick an article. I will send it to you. \\n\\n\\n&gt;Escalation to war = certain economic ruin.\\n\\nYou are saying escalation = 100% war.\\n\\nI repeated asked you base on what? Your gut? \\n\\n&gt;Just because you clearly haven\\'t followed international affairs for very long doesn\\'t mean that you can dismiss more informed opinions as \"talking out one\\'s ass\".\\n\\nNot bragging, but I do pay for Foreign Affairs, NYT, WaPo, etc. I considered myself rather well informed.',\n",
       " \"If that's what you believe, you've not been paying attention.\\n\\nI've been saying that dismissing people because of what color tie/blouse they wear drives otherwise decent people into the arms of such assholes.\",\n",
       " 'Sure. Maduros forces drove into protesters today.  Hes mismanaged the country to the point of economic turmoil and crime is rampant.  Why should we foster a civil war though? Do you expect no one to die.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'Did you mean new king?',\n",
       " 'It matters because price is set at the margins. Drop 2million barrels a day in demand and you can make it uneconomic to produce oil. Yes lower costs will not eliminate all supply. We still have coal but private transport takes up a huge proportion of global oil demand and makes it economic for other industries to use oil by products. Take away personal transport and that supply dies.',\n",
       " 'Soon to be exported to those countries TY China the world police we can believe in /s',\n",
       " 'https://en.wikipedia.org/wiki/Saudi_Arabian-led_intervention_in_Yemen',\n",
       " 'Thank you so much. I’ve already begun reading some of the introduction. I’ve been thinking of getting back into the academic game and this is just driving that idea further. \\n\\nI studied identity, power and epistemology that focused on ideas of legitimacy and access. A sort of Anthropology of the Self.',\n",
       " 'https://www.reddit.com/r/conspiracy/wiki/lopc\\n\\nenjoy your insulated bubble',\n",
       " \"Well if we're sharing anti-war songs, Eddie Vedder's version of Masters of War is one of my favorite performances ever. https://vimeo.com/135944020\",\n",
       " 'which would not be bad if it was carved out of chinas hide.',\n",
       " 'https://www.bloomberg.com/news/articles/2019-04-08/bmw-stock-drops-on-charge-for-possible-eu-emissions-cartel-fine\\n\\nSounds like that process is ongoing.',\n",
       " \"I'd be careful comparing symbols of the state to religious iconography.\",\n",
       " 'Ooh, what about all the wars and economic battles that the USA has caused that everyone else has had to help them out? Korea, Vietnam, Afghanistan, Iraq, Russia,',\n",
       " 'all politicians are pedophiles\\n\\nhow do you feel about bill clinton raping kids',\n",
       " 'All of them?\\n\\nI appreciate you using the right name for them, btw.',\n",
       " 'What do you think happens when there are incidences in Hebron?  Again it’s not Nablus or even Ramallah. And not Gaza for sure. An entirely different situation.',\n",
       " 'i thought zoos were prisons for the crazy animals',\n",
       " 'Yeah, synagogues upped their security.',\n",
       " '&gt; and certainly not always listening.\\n\\nwaiting for the activation phrase counts as \"always listening\". \\n\\nAs for whether it is always sending data or not, get a router that logs its throughput and that displays it in real time on a per-device basis. Put a tablet next to the listening device, showing the listening device\\'s up / down. \\n\\nThen you know when it sent and received data, though you still have no real way to tell when it may have recorded sound for a delayed send.',\n",
       " \"Sure, just keep sawing the branch because other countries have made mistakes in the past. That's totally rational.\\n\\nYou can be hypocritical and right at the same time.\",\n",
       " 'Yes. We have all been over this a million times. And the only evidence I ever saw pointed at the US and shows Venezuela to be the victim.',\n",
       " 'Here in the States, the far right uses \"liberal\" and \"socialist\" interchangeably, and a liberal/socialist policy is any policy that ranges from far left to center-right.',\n",
       " 'Dude I\\'m also chinese and have lived in both. You guys are indoctrinated as fuck. I lived with a middle class host family and have also dealt with a bunch of princelings in university.\\n\\nMy host brother when I was in China had extreme pride in China which was fine, but he was literally oblivious to how things work. He told me we couldn\\'t go to an internet cafe because we were underage and that rules are to be strictly followed. I literally watched an illegal salesman bribe a police officer with him and he didn\\'t grasp what was happening. Every day he told me the weather was \"foggy\" which was complete utter bullshit I can feel the reduced lung capacity everytime I visit. Lol at taxi drivers rolling down the windows to get \"fresh air\" \\n\\nI also deal with other chinese people because of family. Some of them are more aware of how the world works than others, but others are completely all aboard the propaganda train. Every time i go back I get pitched on why investing my money in China is the greatest thing whether it\\'s buying overpriced real estate or sinking money into chinese stocks.\\n\\nThe princelings don\\'t care and just look down on everyone while blowing up the real estate market in major cities.\\n\\nChina is smart to keep people happy by expanding the middle class which is why nobody bitches, but you can bet your ass the CCP is trying to figure out how to get the most of the pie for the least investment regardless of the value of human life. Also the controls being put in place on society are being done in such a way that if there ever was protest it would silently disappear. \\n\\nThe difference is that both the USA and China are shit, but I\\'d much rather live in shit where I have free speech and some semblance of democracy / value of human life instead of the crony capitalist bullshit that is China. Before you laugh at US corruption american politicians are probably 2-3 orders of magnitude poorer than their chinese counterparts. So do the math there (lol party secretary posts at major companies). Also living in china means you get a protective bubble from everything that might be negative. Hence the extreme pride makes sense. We have people calling trump a racist asshole every day so we are fully aware of differing opinions, but call daddy xi a steamed bun and you go to jail. Chinese state media is broadcast free in the US in most cities good luck getting the same deal in China.',\n",
       " 'The point of the negotiation period for leaving EU is to reach an agreement on terms of leaving. Your complaint is UK parliament didn’t irresponsibly leave without reaching a deal?',\n",
       " \"The idea that there's not one cop in one country in the whole world who qualifies as a good person is absurd. Im no bootlicker, but let's stop being stupid\",\n",
       " \"While making themselves appear to be police at first glance. Of course they're going to eventually be armed.\",\n",
       " '&gt; Actually gun control in the US was originally a reaction to the Black Panthers, a leftist group, arming themselves. Reagan enacted some of the first gun control legislation in CA in reaction the black people arming themselves against a racist, right-wing police force.\\n\\nGun Control goes back a couple of centuries before the Mulford act. The Mulford act is just one of the favorite talking points of people on reddit because it helps cast Republicans/NRA in a bad light',\n",
       " '**Percent!** Not \"per cent\".',\n",
       " \"It exists with 100% sequestration.  But that isn't economically feasible and makes it far higher risk.\",\n",
       " 'So you place zero blame on the people that actually voted for Trump?',\n",
       " \"Companies have all sort of loopholes for things like that.  For example, the big boats from China are owned by companies based in countries that don't have carbon taxes so they don't pay.     That, and the carbon tax is not that much money, most just absorb the cost and continue polluting.   What needs to change is we need to stop making everything require fossil fuel in first place.  Need to replace everything with electrically powered motors as a start.   Boats, big rigs, everything.  Of course need to phase out dirty power and move to renewables too.  Basically what we need is big scale changes.  If those changes happen, by default, individuals will also not be polluting anymore because there will be alternatives to the things that pollute like driving.\",\n",
       " \"Jews bought land, started business, introduced new plantations, made the region evolve.\\n\\nThey never needed shit from the Arabs and it's not like they would ever give anything.\\n\\nDon't compare this to modern Syrian refugees going to Germany.\",\n",
       " 'Hahahaha so many double negatives in that text...',\n",
       " \"They got to the moon so I guess that's something:  [https://en.wikipedia.org/wiki/Wernher\\\\_von\\\\_Braun](https://en.wikipedia.org/wiki/Wernher_von_Braun)\",\n",
       " 'Yeah. Why are concentration camps a big deal? /s',\n",
       " '&gt; I also left out Belgium and the Netherlands.\\n\\nCan you think of any differences between Germany in 1940 and Venezuela today?',\n",
       " \"No, it's not just mainstream media (although that is sufficient), I read accounts from people who live and have visited China as well. I've heard people visit North Korea assert that it's a lovely happy country where the people aren't poor and starving. I've heard people who have visited Burma once or twice assert that there's no genocide going on. I'm more inclined to believe a litany of independent unbiased journalists and NGO representatives than any single biased fool with a cute anecdote.\",\n",
       " 'Must be all the poor eating habits and common core math problems.',\n",
       " 'Why are there anti-trump supporters?',\n",
       " 'This is the Laffer curve argument, which has been debunked by economists:\\n\\nhttps://itep.org/DebunkingLaffer/\\n\\nFor income taxes, it has been estimated that the effective tax rate would have to be ridiculously high (above 80%) before the revenues from a new tax is offset by declines in economic activity.\\n\\nIt is also an irrelevant point in this particular case, as the overwhelming majority of carbon tax proposals are designed to be revenue neutral. The point of emissions taxes is not to raise revenues. The point is to reduce emissions.',\n",
       " 'First, it\\'s not hyperbole, it\\'s an extreme example to elucidate my point. \\n\\nIf it wasn\\'t clear enough, the hypothetical person I described is a trans woman. She\\'s a straight trans woman. My entire point is that it\\'s confusing and unclear to the point that it\\'s wrong to simply describe her as a \"straight woman\". Straight *trans* woman works or for brevity, trans woman.  \\n\\n&gt;And my friend is seriously braindead if they neglect to tell me any of that in a blind date situation. That kind of oversight has a lot of potential for putting trans women in dangerous situations.\\n\\nYep, totally agreed. Describing her simply as a straight woman is setting her up for dangerous situations because nobody would meet her without being surprised and some people might react violently. They\\'d be surprised because \"straight woman\" really isn\\'t the best way to describe that person.',\n",
       " '&gt;  They replaced their nuclear power with coal + imported nuclear from France.\\n\\n[This claim is easily proven wrong.](https://www.cleanenergywire.org/sites/default/files/styles/gallery_image/public/paragraphs/images/fig3a-gross-power-production-germany-1990-2018-source-1.png?itok=dscoF-av)',\n",
       " 'This is the Truth',\n",
       " 'Was the flag necessary',\n",
       " 'Did you stop eating meat and animal produce which is linked to climate change?\\n\\nhttps://skepticalscience.com/how-much-meat-contribute-to-gw.html',\n",
       " \"Fair enough, fellow redditor. You've zapped my naive brain out of denial.\",\n",
       " 'Liar',\n",
       " ' I’m not saying he isn’t an idiot. I’m just saying I hope that he meant air quality.',\n",
       " \"You seem like you can't even understand your own articles. It talks specifically about preventing journalists from reporting in Gaza.\\n\\nI mean you consistently post things where you seem to have no idea how it undermines your own points.\\n\\nBut keep going. This is hilarious! It takes me no time at all to respond because your points are so stupid and, so far, its a daily dose of humour.\\n\\nGot anything else you want to share?\",\n",
       " 'I make a great salary in Chicago and own my house outright lol.\\n\\nYou bootstrappers never fail to reveal your true nature when confronted, it’s amusing. Lemme guess, taxation is theft too, right? ��',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"i didn't mean to be a dick there, i also don't know what irgc means :D\",\n",
       " 'Climate change will cause many still births.',\n",
       " \"&gt;yeah your source is BS.  \\n&gt;  \\n&gt;[http://www.cbrneportal.com/the-disposal-of-nuclear-waste-into-the-worlds-oceans/](http://www.cbrneportal.com/the-disposal-of-nuclear-waste-into-the-worlds-oceans/)\\n\\nYour source is bullshit it doesn't provide volume of any of the containers or even a mass.  Mine does, and is vetted from a nuclear regulatory agency.  Yours is a random website.\\n\\n&gt;Yeah, no. Not even close. Germany was &lt;70 million 60 years ago. Now they are 82 million.\\n\\nDo you know what the world population was 60 years ago?  3 Billion, do you know what it is today?  7.5 Billion.  If you only increased by 14% when the rest of the world increased by over 100% Germanies population is insignificantly flat.\\n\\n&gt;Germany does not have a lot of space, while others have TONS of empty space.\\n\\n1. You deny that people take up resources?  You deny that Germany would require far more power than it has now if it has 160 million people? Are you mad?\\n2. EU's population growth has been crippled for decades.  It isn't a matter of Space, it is a matter of lack of desire to have kids.\\n\\n&gt;Nuclear Plants are more expensive AND take longer\\n\\nNot in the 50's they didn't.  The US went from 0 to 50% power generation by Nuclear in 5 years.  FIVE, that is historical fact.  France went from 0 to 75% in 10 years in the 80's.  **It is more than possible, it has happened**.  Your argument is bullshit.\\n\\n&gt;so what does that have to do with anything?\\n\\nIt means that you can't offset the natural energy growth by continuing to do what you are doing, even with the massive solar boom that occurred in the last three years.  There just isn't enough power yield.\\n\\n&gt;Thats already the case, even without carbon taxes\\n\\nIt is the case right now in certain counties, it is not the case for the countries that run almost exclusively off of Coal and Oil.  I.E. South America, Middle East, and Africa.  Heck it needs to be so much better that not a single coal or oil plant is built anywhere, even in Europe.  Maybe that means Europe becomes the supplier of world power and get rich doing it.\\n\\n&gt;Every issue is already fixed with renewables.\\n\\nExcept the one where it will be **freaken 2100 before Europe** is able to completely transition from fossil fuels and start exporting exclusively green power.  It is NOT Feasible.\\n\\n&gt;Solar has even more advantages\\n\\nI don't care about the advantages they give, I care about one specific thing: solving the Earth's Climate Problems which renewables have not been able to do.  That is the Problem that determines whether or not we loose the planet or genocide half the population.\\n\\nAny other perk is worthless if there is no air to breath.\\n\\n&gt;Its better to remove coal and nuclear subsidize\\n\\nAgain you have no idea what you are talking about.  Renewables have 2x more subsidies than either Nuclear or fossil.  Even if you cut Nuclear and fossil subsidies and added them to renewable subidies you wouldn't increase the renewable subsidies by more than 100%.  You might hit 2060 for Europe adoption of Fossil Fuel replacements but at the end of the day that is still worthless as it is just too slow and a doomed solution.\\n\\n[https://www.world-nuclear.org/information-library/economic-aspects/energy-subsidies.aspx](https://www.world-nuclear.org/information-library/economic-aspects/energy-subsidies.aspx)\",\n",
       " \"What do you make of China's ambitions in Africa and other undeveloped countries vis a vis your thought that China does not have great intentions to export its model?\",\n",
       " \"But if you think about it, how many headlines do you read before going into a thread to check the comments? As long as the thread title registers in people's brains it's done its job, even if they are just scrolling down.\",\n",
       " 'Relevant: [https://www.reddit.com/r/HongKong/comments/c3ebi5/does\\\\_hk\\\\_police\\\\_lying\\\\_when\\\\_hk\\\\_police\\\\_claimed\\\\_that/](https://www.reddit.com/r/HongKong/comments/c3ebi5/does_hk_police_lying_when_hk_police_claimed_that/)',\n",
       " 'they probably let him open a hotel in tehran or maybe they paid him or bolton.',\n",
       " 'I\\'m not a \"good human\" my myself, very few of us are.\\n\\nBut I hope for redemption and tolerance for everyone, and I don\\'t want anyone to die in agony. We\\'re all in this together, for the short times we are alive. We need to try and improve ourselves before we turn this planet inhabitable. Violence isn\\'t the way to do that, even self-inflected, doesn\\'t help that.',\n",
       " 'L o l....cheap shot',\n",
       " 'Dave got a little too lit at the synagogue burning last night',\n",
       " \"I truly learned DNA was a thing in second grade science class.\\n\\nSecond grade was the first year at my elementary where we had core subjects.\\n\\nMath, reading, science.\\n\\nWe talked about a variety of topics in science with little depth. Idk why you find that so disagreeable.\\n\\nPerhaps you didn't go to my elementary school?\",\n",
       " 'Technically Germany and France have really only been in war with eachother 3 times',\n",
       " \"Or maybe they knew that people like yourself wouldn't believe they'd do it which makes it kind of perfect, no?\",\n",
       " \"So....they're baby tremors, right?\",\n",
       " \"Supply already outstrips demand. Unoccupied investment properties make up as much as 40% of the market in some North American cities. Vancouver is so fucked because of Chinese investors. It's so bad that Vancouver is flirting with banning Chinese buyers.\",\n",
       " 'Depends how much dmt they had access too',\n",
       " 'In this Journalists are the worse, and so is Trump',\n",
       " \"Is this the same place they covered with a cement cap that's started leaking radioactivity now?\",\n",
       " 'Science in America means you are a nerd. Science in other countries means you are saving the country and bringing honor to your family.',\n",
       " \"He said its not a typo he legit thinks it's North and south amiercan continents lol\",\n",
       " \"Wtf.... That's some long shin hair!\",\n",
       " \"Hopefully it doesn't result in either Saudis sending money to people to pay the tax, or people saying 'no religion' to the government so they won't pay the tax, but attending the mosques anyway\",\n",
       " \"&gt;  and provided information to one campaign and not the other.\\n\\nNo they didn't.  brazille admitted to giving information to every major candidate.\\n\\nBut that was an inconvenient fact to the narrative people were trying to drive.\",\n",
       " \"Because people don't talk to google like they talk to a person. And again, it still isn't even close to the scale they need to operate, they'd need every employee constantly talking to get even a fraction of the same data. And there are many accents/dialects/etc. that google probably doesn't ven have employees speaking, or even if they do they don't have a wide enough sample to not train the AI to their specific voice. There really just isn't any way for them to give the AI the millions of recordings it needs without using this data.. If you're so worried that's why when you set it up it asks if you want to share this information.\",\n",
       " 'Just trying to make sure you progeny get a fair chance to hear what you have to say, brah. I’ve served my country, now let me serve it in another way...',\n",
       " \"Explain to me how I'm trying to build sympathy for Alec the shooter by saying his father has nothing to do with the shooting\",\n",
       " 'I bet if you ran the same survey 30 years ago you’d get the exact same results.',\n",
       " \"Thank you. But I'm more sorry there are still children out there going through that.\",\n",
       " 'I think the Brits should look at there own human rights record before they open their mouths, this coming form an Irish man',\n",
       " 'Haha, I imagined it like just remembering regular stuff, like when someone asks you when is your birthday',\n",
       " 'What does it mean? I am curious.',\n",
       " 'For a time at least. Because now you have a bunch of Trump supporters defending slavery and trying to make it seem not so bad.',\n",
       " 'The headline reads as if the man urinating somehow caused an injury while in reality all those injuries were self caused by idiot people.\\n\\nStop with the god damned lies please dear god.',\n",
       " 'No I wouldn’t.',\n",
       " \"Come on already! Trump is so desperate to be a war president to have a chance at re-election. He knows he's gonna lose.\",\n",
       " '\"own the libs\", right? let everything else fall to shit',\n",
       " \"Then it's piracy.\\n\\nThey should have just taken ships from the straits of hormuz. There are plenty methinks\",\n",
       " \"there's videos in that link...\",\n",
       " 'I could just as easily say that Mexicans are incapable of rallying for mutual defense by referring to the Narcos and their wanton murdering of their own people, and I would be just as wrong.',\n",
       " 'After another question at that press conference, Trump said.\\n\\n&gt;”I’m not talking about the neo-Nazis and white nationalists because they should be condemned totally.”',\n",
       " 'How does that makes sense ? All they insist upon is to make their own personal choices that don’t hurt anybody',\n",
       " 'Other than Crimea, does Russian government policy consider the rest of Ukraine as territory of Russia like China does with Taiwan?',\n",
       " 'What’s that',\n",
       " 'Netanyahu and Mohammed bin Salman got on the phone and begged him to bomb Iran.',\n",
       " 'That is being worked on as well no matter how much you hate liberals',\n",
       " \"Same here. Maybe I just don't buy many popular things?? I wouldn't be shocked if even scammers don't bother with Canada, haha\",\n",
       " \"No offense, but give your species some credit, please.  You massively underestimate the resourcefulness, adaptability, and ingenuity of humanity.  Desperation breeds innovation.  It will be painful, and life will be hard or even impossible for many.  There will be famine, war, and mass migrations.  There will be heavy handed legislation and rationing.  There will be colosall geoengineering projects and advances in energy production outside of fossil fuels, driven by need.  It will be hard, and many will die, but that's not much different than regular day to day life as it is right now.\",\n",
       " 'That’s fine.',\n",
       " 'The people who get stoned to death or thrown off buildings would probably be good with fascism.',\n",
       " \"Newsflash: most American adults need a car. Only 16% of the world owns a car because a majority of the people that don't are dirt poor.\\n\\n&gt;\\tAnd they cost on average more than $10,000 a year to run.\\n\\nAbsolutely horseshit. Have a claim for that? A new Camry costs under 30k and runs for more than 3 years without thousands in maintenance costs ever year. I've had my current car since 2011, I bought it used for 6k and probably haven't even spent 10k total on gas and maintenance in the 8 years I've had it, let alone each year.\\n\\nIt's not living lavishly to make enough money to be comfortable just because Africa and Asia are so poor. Do you even know what lavish means?\",\n",
       " 'I believe this balloon is how trump and his supporters see him, and the baby blimp is how others see him.\\n\\nOf course his supporters like the sword of justice balloon. It’s a well-done rendering of an image of Defender of America they already have. So it really seems sarcastic and ironic and mocking, but only to a no supporter. \\n\\nThe Baby Teump holding a cellphone and crying is how’re rest of the world sees him, for better or worse.',\n",
       " 'And what news channel do you follow?',\n",
       " \"Eh if I am a bad person in the eyes of a vegan for eating meat that sincerely doesn't bother me as that is a subjective statement from a warped perspective. It's alright though, I lived in Boulder for awhile so I've seen every type of hippie bullshit including the PETA pals. My comments started cordial and my overall sentiment is still it sucks animals are being needlessly abused and hurt in these factories. A few minutes from now I'll forget about it and won't lose a wink of sleep about it and have a chicken dinner to prep in a few hrs maybe I'll wrap them in bacon just for you.\",\n",
       " 'What horrible, horrible luck! Lol',\n",
       " 'Totally agree with the title get off Facebook. Deleted the easy access points. IE phone and tablet apps and I haven’t been on it in 5 weeks. \\nThe ‘need to check it’ is gone.\\nThe ‘I’m bored check it’ is gone.\\nThe desired to k ow who’s pooping where is not needed.\\nAnd most important the time it subtly stole from me is now mine again. \\nSocial media a cancer we need to cut out of our lives.',\n",
       " 'Thanks for saying this. We would have much more clarity about the social and political implications of this if it was more generally understood by our society.',\n",
       " \"Who is we? I'm almost 100% sure you are not involved in decision making regarding use of Nukes.\\n\\nI'm not putting any judgement into the statement, I'm merely pointing out what the US is capable of if for whatever reason it REALLY needed to win a war with a country like China at the time.\",\n",
       " \"We aren't depending on him, it takes the participation of everyone. If people refuse to pay for coal-produced energy, people will stop producing it.\",\n",
       " \"Just saw a youtube video on the culture of donkey fucking in Colombia.  \\n\\n\\nThey readily admit it. For them, it's normal.  \\n\\n\\nNo bullshit... it's very real.\",\n",
       " \"Yes you're old. But do you wipe your ass with $100 bills?\",\n",
       " 'This explains so much',\n",
       " 'https://www.vox.com/world/2019/6/19/18691750/iran-oil-stanker-attack-trump-merkel-schiff\\n\\nhttps://www.theguardian.com/world/2019/jun/18/method-attack-tankers-remains-key-evidence-against-iran',\n",
       " 'https://www.forbes.com/sites/kenrapoza/2019/05/29/china-has-forgiven-nearly-10-billion-in-debt-cuba-accounts-for-over-half/amp/',\n",
       " 'Solar desalination?',\n",
       " 'What saga?',\n",
       " \"Exactly when did we invade Afghanistan again?  Oh that's right, less than one month after 9/11.  But sure, it was probably due to the poppy\",\n",
       " 'What Democrats need to do is win. Sniping Pelosi with the twitter edge left is not useful. Enlightened centrists are those that think Trump and Hillary are equally bad, not the mainstream Democrat party.\\n\\nIlhan’s some people did something was stupid and unnecessary, as was the Benjamins tweet; just like AOC calling migrant cells concentration camps. Or her latest MMT fad. When Bernie inevitably loses the nomination I sincerely hope that his acolytes don’t switch over to Trump, pick a meme candidate like Marianne or decide to not vote. Russia would love that, I bet they’re working to make that happen too.\\n\\nThe war is against Trump, petty bickering on twitter with your own party is indeed a circular firing squad as Obama said. *That* is what these people need to understand.\\n\\noh and\\n\\nhttps://www.nytimes.com/interactive/2019/04/08/upshot/democratic-electorate-twitter-real-life.html',\n",
       " 'Internet without ad/script blocker???\\n\\nShit I might as well rawdog a prostitute',\n",
       " 'There have been a number of cases recently involving female teachers and underage students so not sure if it’s resigned to only men.',\n",
       " 'Inaction is not innocence.',\n",
       " 'Tell that to the skeeters',\n",
       " 'Be advised that a fully engaged cyberwar could very well spiral into a shooting war, Putin. Are you ready for that?',\n",
       " 'Saudi Arabia is more likely. Israel would be very hard-pressed to get a sub into the PG.',\n",
       " \"They're going to go outside the environment at the very least\",\n",
       " \"Oxygen makes up 20% of the total atmospheric mass, it doesn't matter *how* that 20% is distributed.\",\n",
       " 'Whatever man i thought people would see my name and understand but ok.',\n",
       " 'Research nuclear power. Climate solved.',\n",
       " 'Hands of steel.  Hands that have caressed your mothers bosom.',\n",
       " 'Insulin costs hundreds of dollars for a weeks supply. I don’t think you’re grasping the larger point here.',\n",
       " 'The point still stands.',\n",
       " 'Well fuck me, India',\n",
       " 'In China? Ha.',\n",
       " '\"Most of the inhabitants of my echo chamber don\\'t support the guy\"\\n\\nFixed that for you. He\\'s actually quite popular.',\n",
       " 'The best way to avoid a trap is to just generally not be a shitty person.',\n",
       " 'I wonder if he had a dead man switch to release what he said he could reveal as he died.',\n",
       " \"he just decided to keep the socks on. everybody knows, it's not gay when you keep your socks on.\",\n",
       " 'yes, but did you die?',\n",
       " '&gt;...somehow gets huge upvotes himself?\\n\\n[Where](https://gfycat.com/spanishperiodiccrane-confused-orlando-bloom)\\n[are](https://gfycat.com/discretedizzyairedaleterrier)\\n[you](https://gfycat.com/enchantedfreshgalapagossealion-winona-ryder-sag-awards-confusion)\\n[seeing](https://gfycat.com/welldocumentedmiserlyaplomadofalcon)\\n[all](https://gfycat.com/faithfulalivekagu-confused-ansel-elgort-baby-driver)\\n[these](https://gfycat.com/anothersimplistickagu-confused)\\n[upvotes](https://gfycat.com/skinnynarrowgermanspitz-confused-wtf-barack-obama)\\n[???](https://gfycat.com/pleasingspiffyichthyostega)',\n",
       " \"I wouldn't be so sure. There was a time when it was considered very strange for women to wear trousers.\\n\\nThings change. Slowly, but they change.\",\n",
       " 'Especially since they are cheaper than carton milk.',\n",
       " 'Even more so in Europe. Literally nobody values freedom and personal responsibility anymore. Its all about \"free stuff\" and making up new \"rights\" today.. \\nedit: to clarify, I mean \"positive rights\" here, like \"affordable house is human right\", not negative rights, which were cornerstones of rule of law in western liberalism)',\n",
       " 'Ah, now I get it.\\n\\nThe irony of this statement \"You don\\'t understand American politics nearly as well as you think you do\" is fascinating.',\n",
       " 'We have troops operating in the region 24/7. We received reports saying Iran had downed US military aircraft. Trump responded by authorizing a limited strike against Iranian military facilities. He then called it off as the situation surrounding the drone became murkier and, likely, Iran had immediately contacted their American counterparts following the attack.',\n",
       " \"It's too late for the government. They open up the floodgates and then decide they don't like where the river is going? The internet is completely out of control in Vietnam. The government is universally despised. Its days are numbered.\",\n",
       " \"I'd be a bit surprised of a country *wasn't* running ops.\",\n",
       " '\"Climate change? He\\'s delusional, take him to the infirmary. Cut the phone lines, prevent the spread of misinformation\"\\n\\nHistory is just a circle lmao',\n",
       " \"That's not the word in question.\",\n",
       " 'That sounds plausible. And it makes me so sad, to imagine that half our country is basically not even enterable. Despite having met many East Germans who are actually cool, I’m reluctant to spend any amount of time there. A west german recently moved for a job and told me there are people who openly wear swastikas on the street now, which is something I haven’t seen in western Germany all my life (even if I’m sure there are some, of course, too)',\n",
       " 'Noam Chomsky, the famous linguist who acts like an expert on international affairs, is an anarchist who hates the system, and famously was an apologist for the Cambodian Genocide?\\n\\nYou may as well be listening to Alex Jones. I mean, the guy is opposed to western liberal democracy, and instantly jumps on basically any anti america/west cause there is. Not your best source for this.',\n",
       " 'Bottle cap challenge, or whatever.',\n",
       " \"You're using Amazon right now.\",\n",
       " \"Well that parliment was forced into resignation by the incompetance of pro-EU conservative party members that formed that particular governemnt.\\n\\nChild poverty and modern slavery were hot on the adgenda at the first statement of the new leader of the house so should be discussed swiftly.\\n\\nMoreover if we're not using EU funds then it is more reason to leave and more reason to allieviste taxes of the british citizenry.\",\n",
       " 'Glomming on is problematic—but I’ll celebrate anyone who takes substantive steps.\\n\\nTrump has systematically stripped LGBT rights from military service members, and stripped mention of them from government websites. A bunch of empty words is nothing to celebrate. I’m being perfectly fair.',\n",
       " \"I'm sure the president will have an eloquent response to this.\",\n",
       " \"How? You're being a whiney bitch about a comedian's podcast. Grow up.\",\n",
       " \"In which case it's not as simple as assuming there will be more more or less need for charitable giving, overall. Especially in light of the fact that we can't make assumptions about what poorer people will spend that money on.\\n\\nOf course, we won't know for some time how that'll work out. I was just commenting on the presumptions around people's spending habits. Not interested in arguing it to death.\",\n",
       " 'It’s built like that to prevent big city bias. Or at least in theory that is what it’s supposed to do. This limits the power urban voters have over the country. \\n\\nI’m not a trump supporter, but is a fundamental part of a national voice.',\n",
       " 'Number one (non-joke) comment chain: openly promising emotional and monetary support for assault of the President. \\n\\nYour 2019 Democratic party in a nutshell.',\n",
       " \"This is global rates, I don't care about that because I don't live in the same conditions as sub-Sahara Africa and other 3rd world countries that don't have access to sterile environments or clean water.\",\n",
       " \"Like, try planting an apple seed and see if you like the result. You most likely won't.\",\n",
       " \"**Thank you for making the point about it being an accusation.  Let's review the words in question.**\\n\\n**Accuse:**\\n\\n An accusation can be made in private or in public, to the accused person alone, or to other people with or without the knowledge of the accused person. An accuser can make an accusation with or without evidence; the accusation can be entirely speculative, and can even be a [false accusation](https://en.wikipedia.org/wiki/False_accusation), made out of malice, for the purpose of harming the [reputation](https://en.wikipedia.org/wiki/Reputation) of the accused. \\n\\n**Conjecture:**\\n\\n**1a:** [inference](https://www.merriam-webster.com/dictionary/inference) formed without proof or sufficient evidence\\n\\n**b:** a conclusion [deduced](https://www.merriam-webster.com/dictionary/deduce) by surmise or guessworkThe criminal's motive remains a matter of *conjecture*.\\n\\n**c:** a proposition (as in mathematics) before it has been proved or disproved\",\n",
       " 'Judge no one? Which copy you have? My bible says Jesus is kinda asshole',\n",
       " \"I care more about my air conditioner than I do about most people's lives. I get it.\",\n",
       " 'This is the best tl;dr I could make, [original](https://www.theguardian.com/world/2019/may/11/guaido-maduro-pentagon-trump-us-venezuela) reduced by 71%. (I\\'m a bot)\\n*****\\n&gt; Venezuelan opposition leader Juan Guaido said on Saturday he has asked his envoy to the US to meet Pentagon officials and &amp;quot;Cooperate&amp;quot; on a solution to the political crisis enveloping the South American country.\\n\\n&gt; Trump administration officials have repeatedly said that &amp;quot;All options are on the table&amp;quot; to oust Maduro, who calls Guaido a US puppet seeking to oust him in a coup.\\n\\n&gt; A Southern Command spokesman had said on Friday that a coast guard vessel was conducting a &amp;quot;Counter-drug detection and monitoring mission&amp;quot; in &amp;quot;International waters&amp;quot; in the Caribbean on 9 May. Guaido was speaking at a rally in support of opposition lawmakers who have been arrested, taken refuge at foreign embassies in Caracas and been threatened in recent days, amid a broad crackdown by Maduro after the failed uprising.\\n\\n\\n*****\\n[**Extended Summary**](http://np.reddit.com/r/autotldr/comments/bnlvpt/guaido_seeks_relations_with_us_military_in/) | [FAQ](http://np.reddit.com/r/autotldr/comments/31b9fm/faq_autotldr_bot/ \"Version 2.02, ~399315 tl;drs so far.\") | [Feedback](http://np.reddit.com/message/compose?to=%23autotldr \"PM\\'s and comments are monitored, constructive feedback is welcome.\") | *Top* *keywords*: **Guaido**^#1 **Maduro**^#2 **American**^#3 **country**^#4 **Command**^#5',\n",
       " \"Judging from your poor language, your lack-luster attempts at citations, and poor research, I doubt you'll pass whatever test you may have.\\n\\nBy any chance, is that test in English? 'Cause if so, RIP you hahaha.\",\n",
       " 'And why would you believe I am from Russia???',\n",
       " 'What blow my mind is that we’re still “debating” it. I was a kid in the 80s and I remember clearly learning about climate change in school. In a Texas. We have literally moved backwards in some major fundamental ways.',\n",
       " 'Hanford, WA literally has nuclear waste stored there.  Stop spreading your lies.',\n",
       " \"Until the fines are more than the cost of compliance, it's pointless.\",\n",
       " \"You're a mess.\\n\\n&gt; you think it is everyone else's fault.\\n\\nHmmm.\\n\\nNow your projecting.\\n\\nI'm not a therapist, I can't help you.\\n\\nBut you have a lot of anger and a lot of frustration and that is only going to get worse if you don't address the problem.\\n\\nIf the long conversations I've had with my girlfriend about her job have taught me anything is that women are just trying to do their job... just like us.\\n\\nIf conversations with female friends have taught me anything is that women are more like men that whatever feed is convincing you otherwise.\\n\\nMen gossip as much as women, women like sex as much as men, men like to dress nice, women like to eat with gusto.\\n\\nThis bubble you live in only exist for you.\\n\\nI'm sorry you're in that state... I am.\\n\\nI don't hate you, I don't know you.\\n\\nI'm not angry or arguing with you.\\n\\nI was like you.\\n\\nThe best thing I did was talk to someone.\\n\\nIt turned my life around... give it a shot for yourself.\\n\\nGive yourself a chance.\",\n",
       " \"If you are a 12 year old I guess that's how the political landscape looks.\",\n",
       " 'They didn’t have to leave it on the side of the road to abort it. You can give a kid up for adoption. This has absolutely nothing to do with abortion but continue to try to use this horror story for your own ideological gain. Like seriously. Did you hear of this event and go ‘oH gEe bEtTeR gEt oN rEDdiT tO sPEw mY bUlLShIt’',\n",
       " \"To be honest, we really didn't expect that this piece of shit would win a seat in the Senate. Then again, the recent elections smelled of fraud and cheating so...\",\n",
       " \"Why should he bother? He's already seen that no one holds him accountable for any other law breaking.\",\n",
       " 'Diamonds were rare back in the day because they were ONLY found in rivers. With open pit mining diamonds are no more rare than emeralds, rubies and other semi precious stones. DeBeers controls the world market of diamonds and keeps demand artificially high. Engagement rings were a scam perpetrated on the returning GIs after WWII. Diamonds... Lol',\n",
       " \"&gt; Going into Iran will probably cost **upwards of twice the lives lost** in both those conflicts, and that's only on the US side.\\n\\nMUCH more.\",\n",
       " \"What if they disposed of the body in a way that can't be verified?\\n\\nOr what about people who were wrongfully convicted?\\n\\nFuck them?  Stick to claiming your innocence and spend the rest of your life in prison or lie and say you destroyed they body in hope that you might get parole someday?\",\n",
       " 'I hope you are enjoying your first day on Reddit at least until you create your next account.',\n",
       " 'This is fine.',\n",
       " \"&gt;Our media goes out across the world and hollywood has influenced just about every culture on earth\\n\\nExcept there's european media, middle eastern media, asian media and african media as well. I'm not saying American cinema hasn't had a global impact, it certainly has for a lot of reasons, but that soft power you're talking about is precisely what is being utterly wasted and left to rot by the Trump administration.\\n\\n&gt; we're the biggest economy, we host the UN, we created NATO, etc etc. \\n\\nDude, for the last decade or so, India and China are both still on track to outpace the US as the world's largest economies. African nations as well, are also catching up really quickly here. NATO as well is a alliance purely meant for the hegemonic benefit of the United States.... something which is also being trashed by the Trump administration.\\n\\nIt's difficult to consider the US leader of anything since the early 2000s.\",\n",
       " 'Are you president? (The only one able to ask for anyones tax returns?) nothing to hide right? Post it....',\n",
       " \"I find it funny that you don't see the fact that we have increased the carbon, which is just one of the issues, by 30% as a problem.\",\n",
       " \"It's a super prison in Colorado that's compared to Alcatraz. \\n\\nIt's even says that in the first paragraph of the article.\",\n",
       " 'Asinine.',\n",
       " 'This whole thread is about lithium.  The shift from gas to electric vehicles is a shift from diversified oil to Chinese lithium.',\n",
       " \"There's a reason anacdotal evidence is dismissed in favour of actual data, and it's bot 'the leftist agenda'.\",\n",
       " \"You're real good at brigading your comments, but you've got no actual facts to back your whiny BS up. The source article directly shows that Barr never read the Mueller report or examined any of the evidence himself before declaring Trump innocent. Do you have anything to argue against that with? Or are you just making things up to feel better?\",\n",
       " \"Now idea how legitimate but it's estimated that if a rock of this size hits earth it would cause take out an entire city and cause 7.7 magnitude earthquakes\\nhttp://imgur.com/gallery/LbXqAYl\",\n",
       " \"This is so annoying, why can't they just melt the plastic into playgrounds and shoes and rubber spatulas?\",\n",
       " \"The problem up here in the north (sweden) is our houses are built for mild summers and frigid winters. As the houses are heated during the day, it becomes a **lot** hotter inside than out, and it only gets worse the more north you travel.  \\n\\nIn my home, it's usually some 5 degrees hotter inside than out.\",\n",
       " 'I too am on antidepressants\\n\\nIronically the toll it takes on my sex life makes me more depressed than the pills reduce it',\n",
       " \"Trumps's got an Obama pinata in the Orange House....I guess his Hillary one finally broke.  Pop Quiz:  Once someone wins an office, how often do they obsess about the predecessor or the opponent...uh huh, right, NEVER.  You own it fat boy......\",\n",
       " 'Everyone involved should just die of cancer.',\n",
       " 'Weird we had such a mild St. Louis June when it’s normally 9000 degrees every day.  Sucks',\n",
       " \"If only that were true. Sure, because a Nicaraguan migrant is PERFECTLY safe in Salvador, Honduras, Guatemala, Belize and/or Mexico and won't get kidnapped, prostituted and then murdered.\",\n",
       " 'You have to go into edit, copy the text with format then post it somewhere else like pastebin',\n",
       " 'Holy Hyperbole.',\n",
       " 'Americans are so stupid, but think they’re so powerful and special. Ok!',\n",
       " 'You don’t know me.  I do encourage you to keep your head in the sand because there are a lot of conservatives like me who are going to take the Republican Party out of office.  \\n\\nWhat will be next is something a lot more left than you ever wanted.  All because of a power grab opportunist with a lot of self interest and a large ego.  He has a lot  of low character individuals in the House and Senate enabling his bad behavior.  You will see it is not worth the short term bragging rights when the Republicans lose everything.\\n\\nFor the people in this thread that challenge whether I was a Republican.  I grew up in the Midwest and started life out of college as a Regular Army Officer.  I run a business now.  \\n\\nI was a big fan of Ronald Reagan because of his humor, deft handling of the Cold War and most importantly his ability to make a deal with Tip O’Neill.  I supported HW Bush and could tell his whole life was about service to his country.  I was not enamored in”W”... but after the last two years I would take “W” every day and twice on Sunday’s right now.',\n",
       " 'Little to chilly for me',\n",
       " 'So, like $12?',\n",
       " 'Again, he was obviously trying to juke him as a joke and tripped. If you aren’t blinded by hatred, you can easily see that.',\n",
       " 'I focused? Reread your comments. Looks like you just educated yourself. Now you can stop saying colluding with Russia. In the future instead of responding to so many comments, try writing your own.',\n",
       " 'nor did you edit clip to enhance his idiocy. Nasty PMs be damned. Good clip.',\n",
       " 'Ahhh I get it.  So it\\'s just a big mistranslation as they burn American flags in their \"parliament\" and fund groups that want to destroy Israel as their mission statement.  \\n\\nI see.  My bad.  Maybe we should just all use Google translate or something and none of this would happen.  It\\'s all just a mistranslation.  They don\\'t hate us.  Just a big misunderstanding.',\n",
       " 'NO, you see they were \"put in\" for political reasons - i.e. Cryin\\' Chuck and Crazy Nancy must have paid off a bunch of English people with Soros bucks to protest his visit',\n",
       " 'I don’t think they are obliged or even expected to do any further studies, but if they’ve already done studies that have demonstrated something potentially beneficial, they should make that information available. I don’t understand what is the downside.',\n",
       " 'Yes, AG Barr is busy deflecting and starting his very own witch hunt to investigate the witch hunt. Nice to see you are paying attention.',\n",
       " \"It'd just be using petroleum power, but with a delayed intermediary cycle of some convenient use. But it would be good to get the energy out of it once the usefulness is no longer utilized.\\n\\nScrubbing some of the left over contaminants is difficult though, given how certain plastics are processed. Not impossible, but machines that can burn it (without being too terrible) need more maintenance, and the human factor still tends to cause problems there.\\n\\nBurning is better than letting it fill up everywhere still, however more steps need to be taken to offset the CO2. Plans to increase vegetation, or actively doing something else to chemically fix it to some extent. Maybe something like bubbling the gas through a liquid with sodium hydroxide and collecting the precipitates or something else similar with a hot vapor process?\",\n",
       " \"Stop brigading bullshit narratives, and you won't get the hate. Simple.\",\n",
       " \"&gt; No I'm saying that they're all economic migrants but by virtue of different reasons. The first being people moving from nations that don't qualify and the other by virtue of moving through other safe countries to get to Europe.\\n\\nOkay, so let's try and align your definition with the ones you just gave.\\n\\n&gt; What is an economic migrant? An economic migrant is a person who travels from one country or area to another in order to improve their standard of living.\\n\\n&gt;What is an asylum seeker? A person who has left their home country as a political refugee and is seeking asylum in another.\\n\\n&gt; What is a refugee? A person who has been forced to leave their country in order to escape war, persecution, or natural disaster.\\n\\nSo, someone who was forced to leave their country is initially a refugee; however if they at any point go through a country that is not currently at war, but do not stay there, then they become an economic migrant of that country.\\n\\nFollowing through with this logic, if a refugee is to flee their country and travel by boat directly to a European country, and then stay there, then they arrive in that country as a refugee. However, if they do not stay in the initial European country they reached, and instead stay in another, then they become an economic migrant from a European country.\\n\\nFurther, if a refugee is to flee their country, only pass through other war torn countries, and then stay in the first European country they reach, they remain a refugee.\\n\\nDo you agree that these examples fit with your given definitions? If not, could you explain why?\\n\\nEdit: Okay, no response. Assuming you agree, I'd have to point out that the logical basis you've created in order to continue arguing your position is absurd; and an example of mental gymnastics to fit an agenda; not useful and rational thoughts. Hopefully this is self evident in the examples I gave.\",\n",
       " \"In a city with 8.6 million citizens, there should be more public accommodations.  Peeing and pooping shouldn't be criminalized.\",\n",
       " 'You *are* reading too much into it if that’s your only point yet you keep arguing different factors, I’ve already conceded it was a half-baked idea from the get-go, and you’re just now getting to your real point.',\n",
       " 'There are obviously two interpretations of what happened here. \\n\\nEpstein theory was just proven as a true, the Clintons and their hitlist are a likely next stop.\\n\\nWhen CNN spends an hour “debunking” things claiming that “Russia” made it up, it’s a little suspicious.',\n",
       " \"I thought we already sorted this out 3 or 4 years ago. It's back!\",\n",
       " \"She's still got another month or so to go, you never know, she might cure cancer in her final month. She had to have been doing something all this time, she just hasn't revealed it yet!\",\n",
       " 'Funny how trumps concentrating on foreign affairs but there’s domestic terrorism occurring and proud white nationalists shooting up schools',\n",
       " \"As a straight white dude myself, I don't anticipate getting fucked very soon. A good number of friends and family aren't so fortunate though. \\n\\nAnd no, the argument against Nazis is their violent white supremacy. If I was interested in using dirty words, Nazi isn't even in the top 10.\",\n",
       " 'Sorry that facts give you cognitive dissonance',\n",
       " 'You work with rats',\n",
       " \"In our current age, I agree with you regarding our impact. It has not always been like that and it does not always need to be like that. Nature transcends the game theoretics of the current. Maybe its pedantic but I actually think its important to separate our potential, based on our nature, from our current manifestation.\\n\\nThink of all the beautiful fruit and bees. That wasn't just there - humans played a role in that. Imagine if we focused our practices on improving biodiversity rather than harming it. We've done it before and we can do it again. \\n\\nOf course, this is only possible if we do not allow the sociopathic capitalistic tendencies within our population to steamroll over our better qualities.\",\n",
       " 'You are right, emergencies work that way currently.  The \"labor\" and \"conscription\" argument against universal healthcare is that ALL medical visits would work that way, not just emergencies.',\n",
       " 'Nah they should revolt against the communist regime',\n",
       " 'Most educated native Hong Kongese know Mandarin (more or less Taiwanese), plus the characters are the same.',\n",
       " \"stop mentioning fucking science fiction bullcrap.  no one cares if it's like an episode of x.\",\n",
       " \"&gt;Those banks have super rich investors who took those loans. Sorry, you don't bail out the investor class.\\n\\nI'll agree with you there.\\n\\n&gt;And, you could set limits. \\n\\nYou could, but that is silly.\\n\\n&gt;Banks literally *handing* out insane loans drove property prices to insane levels forcing many people to get loans like that just to get a home. \\n\\nNobodies hand was forced into taking out a huge loan. High availability of credit may have caused house prices to rise, but that only temporarily until supply caught up with demand. \\n\\n&gt;So you bail homeowners out just enough so that they can keep their home but at essentially the price they should have paid. \\n\\nYou don't bail anyone out. Homeowners need to learn to not take out loans they can't afford just as badly as banks need to not give them out. \\n\\n&gt;The bank and its investors lose their money and *learn not to do it again because no one is going to bail them out.*\\n\\nWhy is this only acceptable to you when it's the banks learning and not the homeowners? Home loans are voluntary contracts between two concerning parties. If both parties made an error in judgement by concenting to the deal, both parties should feel the consequences. You definitely don't bail the party out who reneged on the deal.\",\n",
       " 'Yeah, yeah we do. No one I know, regardless of race, is racist enough to call Caucasian Americans \"Americans\" and other people \"African Americans,\" \"Asian Americans,\" etc.\\n\\n\"Americans\" is used when referring to any and all American citizens. \"American residents\" is used to refer to everyone with legal residency in the US, including citizens and those with green cards/permanent residency. Any time a specific racial or ethnic group is being referred to, it follows the Race-Citizenship setup.',\n",
       " \"Inflation literally would keep all costs flat in today's dollars.  Did you read my comment? Give your head a shake, who's against wind power?\",\n",
       " \"Not shouting. Though there a heavy dose of sardonic tone. People are being so ridiculous and they know better but they couldn't possibly admit they're going too far because they're afraid it would undo any positive actions they've made, so they just keep going ad nauseum. As if they're hoping righteousness will make up for the hypocrisy.\\n\\nI'm waiting for them to start lynching Nazis as if they haven't expanded the word to mean anything they believe is bad, facts and historical data be damned.\",\n",
       " \"From what I see shits been the same... doesn't mean it's right.  \\n\\nhttps://qz.com/1291470/photos-immigrant-children-detained-at-the-placement-center-in-2014/\\n\\nJust 1 Google search found that....\",\n",
       " 'That’s how fucking tariffs work!!!!',\n",
       " \"Oh dear Lord, he wasn't talking about AOC. I hope you're trolling, because no one should ever be that stupid.\",\n",
       " \"The people protesting aren't fringe  'fundamentalists.' They're fairly average Muslims by British standards.\\n\\nThis is the root of your misunderstandings of this entire situation.\",\n",
       " 'That\\'s not true. The aircraft never responded.\\n\\n\\n\"Both\\xa0Sides\\xa0and\\xa0Vincennes\\xa0tried contacting flight 655 on several civilian and military frequencies. International investigations concluded that the Flight 655\\'s crew assumed that the three calls that they received before the missiles struck must have been directed at an Iranian\\xa0P-3 Orion\"\\n\\n\\nIt absolutely was a massive fuck up by a commander who I think should have be at a minimum relieved of duty, but the US was pretty transparent that they shot it down on accident.',\n",
       " 'Incentives don’t matter.  Companies have shown time and time again that all they care about is their bottom line.  Charge 10 bucks and they’ll mine just as much data.  Charge 100 a month and they’ll still probably do it.  Companies don’t care about anybody at all and we need regulations to force them to comply imo.  What else is their purpose other than making as much money as possible for those at the top?',\n",
       " 'Yeah I hate ads that make no sense too, movie  and game trailers are an exception though.',\n",
       " 'I think they accidentally responded to the wrong comment.',\n",
       " 'Lol',\n",
       " \"It doesn't matter what this leads to, humanity being responsible for the current mass extinction is a fact and nature will sort it out very soon. The innocent individuals will be the casualties of this but life isn't fair. This is our fate.\\n\\nIt doesn't matter who is getting blamed. Nature doesn't care.\",\n",
       " \"Like that is the real story tho trump likes pulling out of conflict look at Syria. Bolton is taking his authority  and trying to make a situation  where the only option is war to force trump's hand.\",\n",
       " 'I have no idea why you say that. No, the US cannot \"only show information regarding the smallest charges to make it look like Assange dosn\\'t face the death penalty.\"\\n\\nYou are simply wrong. Demonstrably wrong. Your refusal to admit that is of no interest to me.',\n",
       " \"This doesn't have anything to do with Trump, pure click bate\",\n",
       " 'There were recording breaking highs almost everywhere. Australia had 45C+ highs for I think a couple weeks in a row, Japan had numerous deaths from the heat, and several people I know from Europe kept complaining about the heat and not having AC.',\n",
       " \"They're trying to awaken the CVN-72.\",\n",
       " 'Just because you can apply for a ccw doesn’t mean they’ll approve it. Check out Los Angeles',\n",
       " \"The thing that always get me though, why fight green movement regardless of your thoughts on climate change? It's where we are moving to one way or another. If not because of climate change, simple resource scarcity and expensive of extraction should be equally daunting. Plus who fights the idea of cleaner air and water? I mean what is the logical argument for not trying to produce clean energy? \\n\\n\\nThe whole thing is just political as fuck and nothing else. There is no logic for fighting the green movement.\",\n",
       " 'I bet no one reads the link hehe hurdurderp me is intelligent redditor let me comment or make a poor attempt at dark humor derpderp',\n",
       " \"Ah. Aren't you friendly today. In what way is my comment incorrect? Especially for young children a parent calls the shots. Nothing county about it, I think.\",\n",
       " 'Damn they really tryna turn themselves around. I like it',\n",
       " 'Quick quip to push against the reddit hate machine. Not *all* chiros are crazy quacks. I would suggest looking up the chiro philosophy called the Gonstead method. Using a biomechanical approach to the human body, subluxations are manipulated in very quick, simple, low-strain ways.\\n\\nSome of these chiros have youtube channels that illustrate their success, like [this one](https://www.youtube.com/channel/UCIpqRCu9dbj6MqlRJiP9M4A).\\n\\nFor some actual success with this sort of method, see this video [here!](https://www.youtube.com/watch?v=YpNcnM0FkTM).\\n\\nOr [this one](https://www.youtube.com/watch?v=hMHDTieK8dY).',\n",
       " \"London is basically a nation unto itself culturally, not at all representative of the rest of the country. I'm a yokel from the south west and London feels like another planet.\\n\\nTry going beyond the M25 ring road for a more accurate view of the people here.\",\n",
       " \"Wind doesn't work. It doesn't blow everywhere or all the time. And I doubt we can generate 65mw of wind power with a kite.\",\n",
       " 'This is also fiction, just like the rest of your world view.',\n",
       " 'Ah, all right.',\n",
       " \"Hell yes: It used to be Trumpets and Hilarities, but the latter doesn't really apply any more. I'm open to the introduction of a new mildly derogatory term to replace the latter!\",\n",
       " 'The defender-of-free-speech in me has never liked laws like that. I say that as a total Holocaust admitter (or what the opposite of a denier is.)',\n",
       " \"The problem is, at least in the US, where you have a country as big as that, with a  population as big as that, it is infeasible to reliably prevent someone once they start the process of committing a violent act. Even whilst being monitored, the amount of people that still succeed in killing or harming people is unacceptable. Many school shooters and other domestic terrorists were already on watch lists before they committed their heinous crimes.\\n\\nI'd argue that protecting the freedom for a horrible person to fly a horrible flag is less important than it is to protect the right to a safe and happy life of potential victims.\\n\\nI'd like to base social law on something more objective to. But unfortunately, what is deemed moral and acceptable is entirely subjective.\\n\\nI appreciate this discussion and your viewpoints, they're very interesting to think about.\",\n",
       " \"As a conservative I'm fine with this, let the company act however it sees fit. If we're going to argue in favor of the baker, we need to show some sort of consistency.\\n\\nHowever that sets up such a terrible precedent, I've been called a nazi and racist...Im actually vietnamese American. Incoming, EVERYTHING IS RACIST. This shit is unbelievably tiring.\",\n",
       " '&gt;Normal fuel doesn\\'t even flow until its 50C\\n\\nThat is my problem, it is such garbage that you need to heat it till 50 degrees to make it a liquid. Diesel is also garbage but that is so much cleaner than bunker fuel.\\n\\nSure diesel is expensive but one big transport ship has the same environmental impact as a million cars for a year, in one trip. Sure they transport the equivalent of goods but I have to pay increased fuel costs for my car, I have to pay carbon tax on my car and I have to pay increased taxes to maintain the road and mitigate environmental damages. Why do I have to pay and the massive logistics companies are free to do whatever?\\n\\nDon\\'t get me wrong, I don\\'t mind to pay more to ensure I don\\'t get blacklung, cancer or rivers on fire, but if I have to, everybody has to. Also what a lot of people seem to forget is if we fine companies burning bunker fuel, we can use the extra income revenue to offset my own taxes (aka reduce the burden of the taxpayer) or use the extra money to promote cleaner fuel usage by offering a tax break for logistical companies that can prove a clean fuel use, with diminishing returns to normalise cleaner fuel while still penalising bunker fuel usage.\\n\\nNow you will say: \"what about the goods becoming more expensive, because the companies will offset their losses by increasing the prices!\" To which ill answer: \"capitalism baby\"\\n\\nSure, goods will be a little more expensive for a while and this is what a government is supposed to mitigate by allocating the new income to subsidise the taxpayer instead of the companies for a change. Also companies will find a way to sell their goods for a profit, no need to worry about them, competition ensures lower prices over a longer time. Now you will say: \"but the government will never do that because corruption\" to which I will answer: \"make them\"...',\n",
       " 'Be careful. Adobe attempts updates regularly. If you update Acrobat you will lose your entire Creative Suite.',\n",
       " '22 right wing terrorist incidents? Or 22 school shootings?',\n",
       " '&gt; You really don\\'t want to bring that subject up when side by side, the number of convicted of soliciting children or outright rape is overwhelming under the category of \"R\"\\n\\nGiven Bill Clinton\\'s time spent on the lolita express I\\'d bet those numbers are a lot closer than you\\'d like to think',\n",
       " 'You are talking about the \"why\" it is produced. I\\'m talking about the \"how\". General population cannot decide how corporations work. They can incentivise them when there\\'s a legislation which help us to make a choice about how we consumer, like the organic designation under the EU: http://www.europarl.europa.eu/resources/library/images/20180405PHT01015/20180405PHT01015_original.jpg or sustainable development : https://ec.europa.eu/eurostat/documents/3217494/7745644/KS-02-16-996-EN-N.pdf. The legislation isn\\'t the same. It\\'s all about Economic partnerships, [trade blocs](https://en.wikipedia.org/wiki/Trade_bloc), trade tariffs, etc.',\n",
       " \"Yes, I'm sure that Poland is far more understood by Russia than Western Europe. They've always been close comrades. /s\",\n",
       " 'Merkel finally standing up to Russia? I should by a lotto ticket.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"You do realize what's happening here isn't abortion but infanticide of newborn girls.\",\n",
       " 'You were saying?\\n\\nhttps://theintercept.com/2019/06/09/brazil-car-wash-prosecutors-workers-party-lula/',\n",
       " 'If Donald Trump and Boris Jeltsin would have had a love baby, and named him after the russian father, I guess this miscreant would have been the outcome.',\n",
       " \"There's a couple of arguments to be made, actually, even with the reality of using coal to run the buses. I mean, at least that way you're reducing reliance on oil so you don't have to keep supporting the middle east, so that's a half of a plus at least. \\n\\nBut really, the bigger reason that electric buses should become more common is that as the baseline power generation starts to shift to renewable (not in China obviously, as they give no fucks, but for the rest of the civilized world), battery powered vehicles become almost as ecologically friendly as their proponents claim.\",\n",
       " \"The fuck are you talking about? I'm literally replying to his statement about China and Russia.\",\n",
       " \"You underestimate how quickly the US can turn up their war economy. It's the same mistake the Japanese did.\",\n",
       " 'Naw man climate change is gonna hit India real hard. They already have trouble getting food and water to their more rural areas. China isnt much better. War for resources is nearly guaranteed with their population levels.',\n",
       " 'Tiny win for International Reporters / Journalists.',\n",
       " 'Wow! This guy could have a movie made about him',\n",
       " \"Don't just dismiss the evidence without looking at it. There are now high res images and lots of data in that link. Take a look, it's pretty clear what happened.\",\n",
       " 'Nothing like that first sip of coke.',\n",
       " \"No for jumping bail. Turns out that's a crime.\",\n",
       " 'I mean, for Russian bots it\\'s easy to hack into elections, I went on the Subreddit of the one that shall not be named. \\n\\n&amp;#x200B;\\n\\nThe amount of disillusion on that subreddit is ridiculous, they even cry about how they used to have higher numbers of users but suddenly they went down and Reddit is suppressing them. \\n\\n&amp;#x200B;\\n\\nOr maybe half the bots are inactive now because they\\'ve done their job.\\n\\n&amp;#x200B;\\n\\nThere\\'s also the Space force program (Irrelevant I know) but if a Christian Man is in charge, why would he devote a lot of funds to a Space force program, for asteroids? but surely wouldn\\'t he believe God would come and help if there was anything headed towards the Earth?\\n\\n&amp;#x200B;\\n\\nHis uncle John Trump, Weird ties to the government. says he\\'s not sure about aliens but wants to explore. \\n\\n&amp;#x200B;\\n\\nHe\\'s setting the Government up for failure, so if he does get removed \"ITS NOT MY FAULT, I WAS FRAMED\" then the economy fully tanks once a new president steps in.\\n\\n&amp;#x200B;\\n\\nAmerican is fucked, My Country is fucked. Active Concentration camps, countries breaking Nuclear Deals, Famine.\\n\\n&amp;#x200B;\\n\\nGuys, it\\'s all over, My rant that is. my rant is over.',\n",
       " 'I\\'m assuming you\\'re a man because you go on a post about an issue affecting women and go \"yeah but what about the men?\"',\n",
       " 'Then air cover?',\n",
       " 'Who else is there to catch now? Osama is dead.',\n",
       " \"Hmm I wouldn't go that far. You see that Green New Deal she's been pushing? I'm all for fighting against global warming and taking preventative measures to combat its effects, but the stuff she was proposing was absolutely moronic. Stop air travel? Refurbish every single building in the country by 2030? Close all nuclear plants? AOC might be the new face of the Democratic Party, but she sure as hell isn't its brain.\",\n",
       " \"Most countries are a lot older than the US. Vietnam has a history that goes back thousands of years with plenty of bloodshed and war to go with it.\\n\\nThey're not pissed for the same reason I'm not pissed at the Germans. It's a blip in history. And important one but it would be ridiculous to hold it against each other for everyone when it's plain to see that the world has changed since.\",\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"Right, that's a result of socialism. It can't possibly have anything to do with the crippling sanctions placed on them by the world's largest economy.\",\n",
       " 'Then they need better weapons',\n",
       " \"I get what you are saying but you shouldn't make definitive statements when they aren't true.\\n\\nWe don't know how many ppl call him a communist, you are making assumptions you can't back up and have no real idea about, just what you assume to be correct. Maybe lay off making a swiping statement like that.\\n\\nEspecially when someone else comes in at the same time to disprove your statement.\",\n",
       " \"They don't do it any more. Remember, Yara wasn't elected, she conquered the iron islands by force of arms.\",\n",
       " 'Your agreeing with me was a great part of your statement, everything else was utter horseshit.',\n",
       " \"Shit I hadn't even thought about how many people you must bait with it. Keep it up homie\",\n",
       " 'Suuuuuuure.',\n",
       " 'This is the best tl;dr I could make, [original](https://www.presstv.com/Detail/2019/06/11/598282/US-Bolton-Trump-Media-BTeam-WSJ) reduced by 81%. (I\\'m a bot)\\n*****\\n&gt; In an interview at The Wall Street Journal&amp;#039;s CFO Network event, moderator John Bussey asked Bolton to clarify the contradictory messages issued by the White House on North Korea and Iran in recent weeks amid reports of infighting in the Trump administration.\\n\\n&gt; Bolton responded by blaming foreign countries and the US media for the discord in the White House.\\n\\n&gt; In his comments on Tuesday, Bolton further played down discord in the White House, saying it was normal to have disagreements among government officials.\\n\\n\\n*****\\n[**Extended Summary**](http://np.reddit.com/r/autotldr/comments/bzk4f7/bolton_blames_foreign_countries_for_discord_in/) | [FAQ](http://np.reddit.com/r/autotldr/comments/31b9fm/faq_autotldr_bot/ \"Version 2.02, ~405709 tl;drs so far.\") | [Feedback](http://np.reddit.com/message/compose?to=%23autotldr \"PM\\'s and comments are monitored, constructive feedback is welcome.\") | *Top* *keywords*: **Bolton**^#1 **Iran**^#2 **Trump**^#3 **foreign**^#4 **Adviser**^#5',\n",
       " \"US  don't tell companies who they can and can not trade.....\\n\\nUhhhh.... Huawei???\",\n",
       " 'Deadpool 2 had a very apt reference to him.',\n",
       " 'so nice to hear an Israeli not spout propoganda :)',\n",
       " ...]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Import TFIDF vectorizer\n",
    "from sklearn.feature_extraction.text import TfidfTransformer\n",
    "from sklearn.feature_extraction.text import TfidfVectorizer\n",
    "\n",
    "\n",
    "# create a corpus for the df base on comment section, I limited the amount of rows to 150000 as using the whole dataframe will crash my computer\n",
    "corpus_train=X_train['body'].iloc[:200000].values.astype(str).tolist()\n",
    "corpus_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "#limit the amount of Y_train to mathc the X_train \n",
    "y_train=y_train.iloc[:200000].reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "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>index</th>\n",
       "      <th>controversiality</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>129437</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>32855</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>133386</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>227105</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>149056</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149995</td>\n",
       "      <td>217699</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149996</td>\n",
       "      <td>144332</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149997</td>\n",
       "      <td>213774</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149998</td>\n",
       "      <td>52468</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149999</td>\n",
       "      <td>244892</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>150000 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         index  controversiality\n",
       "0       129437                 1\n",
       "1        32855                 0\n",
       "2       133386                 0\n",
       "3       227105                 0\n",
       "4       149056                 0\n",
       "...        ...               ...\n",
       "149995  217699                 0\n",
       "149996  144332                 0\n",
       "149997  213774                 0\n",
       "149998   52468                 0\n",
       "149999  244892                 0\n",
       "\n",
       "[150000 rows x 2 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "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>000</th>\n",
       "      <th>02</th>\n",
       "      <th>039</th>\n",
       "      <th>04</th>\n",
       "      <th>05</th>\n",
       "      <th>06</th>\n",
       "      <th>07</th>\n",
       "      <th>10</th>\n",
       "      <th>100</th>\n",
       "      <th>101</th>\n",
       "      <th>...</th>\n",
       "      <th>year</th>\n",
       "      <th>years</th>\n",
       "      <th>yemen</th>\n",
       "      <th>yep</th>\n",
       "      <th>yes</th>\n",
       "      <th>young</th>\n",
       "      <th>youtu</th>\n",
       "      <th>youtube</th>\n",
       "      <th>yup</th>\n",
       "      <th>zero</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.223199</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149995</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149996</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.073479</td>\n",
       "      <td>0.079502</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149997</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149998</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.054799</td>\n",
       "      <td>0.118582</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149999</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>150000 rows × 2000 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        000        02       039   04   05   06   07   10  100  101  ...  year  \\\n",
       "0       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "1       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "2       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "3       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "4       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "...     ...       ...       ...  ...  ...  ...  ...  ...  ...  ...  ...   ...   \n",
       "149995  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "149996  0.0  0.073479  0.079502  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "149997  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "149998  0.0  0.054799  0.118582  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "149999  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "\n",
       "           years  yemen  yep  yes  young  youtu  youtube  yup  zero  \n",
       "0       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "1       0.223199    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "2       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "3       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "4       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "...          ...    ...  ...  ...    ...    ...      ...  ...   ...  \n",
       "149995  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "149996  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "149997  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "149998  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "149999  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "\n",
       "[150000 rows x 2000 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# the actual tfidf score for all the comment section and output the following to its own pandas dataframe\n",
    "tfidf = TfidfVectorizer(stop_words='english', max_features=2000)\n",
    "score_train = tfidf.fit_transform(corpus_train)\n",
    "tfidf_train = pd.DataFrame(score_train.toarray(), columns=tfidf.get_feature_names())\n",
    "tfidf_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# append the controversiality\n",
    "\n",
    "tfidf_train['controversiality']= y_train['controversiality']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "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>000</th>\n",
       "      <th>02</th>\n",
       "      <th>039</th>\n",
       "      <th>04</th>\n",
       "      <th>05</th>\n",
       "      <th>06</th>\n",
       "      <th>07</th>\n",
       "      <th>10</th>\n",
       "      <th>100</th>\n",
       "      <th>101</th>\n",
       "      <th>...</th>\n",
       "      <th>years</th>\n",
       "      <th>yemen</th>\n",
       "      <th>yep</th>\n",
       "      <th>yes</th>\n",
       "      <th>young</th>\n",
       "      <th>youtu</th>\n",
       "      <th>youtube</th>\n",
       "      <th>yup</th>\n",
       "      <th>zero</th>\n",
       "      <th>controversiality</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.223199</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149995</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149996</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.073479</td>\n",
       "      <td>0.079502</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149997</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149998</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.054799</td>\n",
       "      <td>0.118582</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149999</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>150000 rows × 2001 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        000        02       039   04   05   06   07   10  100  101  ...  \\\n",
       "0       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "1       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "2       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "3       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "4       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "...     ...       ...       ...  ...  ...  ...  ...  ...  ...  ...  ...   \n",
       "149995  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "149996  0.0  0.073479  0.079502  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "149997  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "149998  0.0  0.054799  0.118582  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "149999  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   \n",
       "\n",
       "           years  yemen  yep  yes  young  youtu  youtube  yup  zero  \\\n",
       "0       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "1       0.223199    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "2       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "3       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "4       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "...          ...    ...  ...  ...    ...    ...      ...  ...   ...   \n",
       "149995  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "149996  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "149997  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "149998  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "149999  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0   \n",
       "\n",
       "        controversiality  \n",
       "0                      1  \n",
       "1                      0  \n",
       "2                      0  \n",
       "3                      0  \n",
       "4                      0  \n",
       "...                  ...  \n",
       "149995                 0  \n",
       "149996                 0  \n",
       "149997                 0  \n",
       "149998                 0  \n",
       "149999                 0  \n",
       "\n",
       "[150000 rows x 2001 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tfidf_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "#reference the x and y for training \n",
    "y_train=tfidf_train[['controversiality']]\n",
    "X_train= tfidf_train.drop(columns=['controversiality'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "#import needed package such as train and test split and \n",
    "\n",
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn import metrics\n",
    "from sklearn.metrics import accuracy_score "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\linear_model\\logistic.py:432: FutureWarning: Default solver will be changed to 'lbfgs' in 0.22. Specify a solver to silence this warning.\n",
      "  FutureWarning)\n",
      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\utils\\validation.py:724: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
      "  y = column_or_1d(y, warn=True)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True,\n",
       "                   intercept_scaling=1, l1_ratio=None, max_iter=100,\n",
       "                   multi_class='warn', n_jobs=None, penalty='l2',\n",
       "                   random_state=None, solver='warn', tol=0.0001, verbose=0,\n",
       "                   warm_start=False)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# logistic regression fitting\n",
    "logreg = LogisticRegression()\n",
    "logreg.fit(X_train, y_train)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "Testing data preparation "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[\"The UK say it's bullshit too, fyi\",\n",
       " 'I might just be cynical after seeing so much horrifying shit happening to think that way. God forbid anyone does think that way. \\n\\nI probably did that reassurance tho',\n",
       " \"But they never obtained their advantage through artificial means. So doping laws don't apply.\\n\\nQuestion is if their advantage by being born male, could be outweighed by talent and training in female-born athletes. We don't measure training hours in competitions. So it shouldn't matter if your total amount of training could be close to zero to achieve a level.\\n\\nIt's also difficult to make a sports-wide ruling, since the impact on single-faceted sports like Athletics is obviously bigger than in multi-faceted teams sports like soccer.\\n\\nUltimately it's the job of the IOC to protect fair competition based on all arguments from both sides. There is undeniably an advantage, question is if the advantage makes a fair competition impossible.\",\n",
       " \"People are asking why they are doing this. The answer is clear: the Austrians are working to deMuslimify these people to better integrate them into Austrian society, most likely. Like it or not the Sikhs and the Jews are not the segments of the population with whom people have tension for a number of reasons:\\n\\n1. There are only maybe 9,000 Jews in Austria as opposed to the 300,000 pre-Holocaust, maybe a few thousand Sikhs. There are ~500,000 Muslims. That's maybe 4% of the population, so not huge but not invisible by any means.\\n\\n2. We Jews are either originally of Ashkenazi (read: Germanic) geographic origin or maybe Sephardi; Ashkenazi Jews tend to be basically indistinguishable from the rest of society. Ever since Jewish emancipation we just wanna walk like you, talk like you, shoobidy-doo. I can't speak for the Sikhs.\\n\\n3. It seems to me that a great deal of the Muslim populace in Europe are either recently arrived or poorly integrated, from what my German and Austrian friends have told me. Muslim-Americans are almost indistinguishable as far as I am concerned - I absolutely feel like I could invite the Muslim kids I went to college with to play DND with me and we'd have a fucking fantastic time with no weird cultural hiccups cuz we're Americans, but some poor dude fresh out of Syria with PTSD and serious cultural differences might need to hit the bong a few times to chillax as we bring him in.\\n\\nI used to hang out at Muslim club on campus and while I didn't like the Israel rhetoric since I'm kind of a Zionist (Jews+Arabs must come to terms to embrace their true glory) I loved hanging out with them. The food was awesome!\",\n",
       " 'You’ve said “not knowing how to English” twice. You don’t use commas, you have run on sentences and claiming that you’ve never had an educator complain about your English is just silly.',\n",
       " '&gt; Our current solution of storing it by burying it could have major consequences down the line\\n\\nSuch as? Meanwhile the globe keeps getting hotter and hotter. Permafrost is starting to melt...',\n",
       " 'It’s a Google search away.',\n",
       " \"It's easier to be short sighted and greedy.\",\n",
       " 'Golgafrinchans are at it again',\n",
       " '&gt; the Iranian government was willing to work on improving relations with the West and stop the pursuit of nuclear weapons in exchange for prosperity.\\n\\nOh, really? Do you honestly believe they want to \"stop the pursuit of nuclear weapons\"? They\\'re ramping up, as we speak, to start making nuclear warheads of their own. So, how could they also want to stop making nuclear weapons, while also trying to make nuclear weapons? Is it like an ultimatum? Give us what we want or we\\'ll keep going?\\n\\n&gt; To pursue nuclear weapons and practically force everyone else to stop messing with them.\\n\\nThis part in particular is the funniest for me. If they get close to making a nuclear warhead, Israel will probably be the first to strike them. Iran wants nothing more than to wipe Israel off the map, Iran having nukes allows them to do so, Israel wont allow that.',\n",
       " 'Counterpoint: China',\n",
       " \"People like me?  People who care more about the issues than the parties?  People who want to lead America to a place of moderation? People who wish we just had a GOOD person in the White House for once regardless of policies? I'm such a monster!  I guess I just just kill myself, right?\\n\\nHere's what you'd get if you voted in a 'person like me' as President - I'd bring the troops back home - all of them - and close foreign military bases. I'd pardon every person currently in prison for drug offenses and direct the DEA to work on treatment options (a la Portugal) instead of trying to bust people constantly.  I'd institute an audit for all positions in the executive branch to ensure equal pay for equal experience regardless of gender, race, religion or sexual preference. \\n\\nI'd also demand an overhaul of our tax system.  It is absurdly unbalanced and convoluted.  Being convoluted means people or corporations with enough money can avoid paying taxes in the first place.  A simple flat-rate and exemption for all people (for example, the first 20k is untaxed, the remainder is taxed at 10%) would make taxes easy to understand for everyone and EVERYONE would have to pay.  Businesses would be the same but with a larger exemption on gains (no taxes on a loss) and possibly a higher percentage - so like no taxes on the first $1 mil in profit and then 15% or 20% on the remainder - to protect small businesses in their infancy.  \\n\\nSuch cancer!\",\n",
       " 'I was talking specifically about Best Buy’s return policy, not Apple.',\n",
       " \"Well, reddit is pretty solidly anti-Trump, that's why. It's a political statement.\",\n",
       " \"As the other guy said, Trump is the one who claimed the report exonerated him. This is just Mueller directly disputing that ridiculous claim (again)\\n\\nAlso Mueller, when asked, said that he'd have indicted Trump if it wasn't for the DOJ memo that states presidents can't be indicted. That should be obvious to everyone, considering Cohen is in jail for something Trump told him to do (which is small potatoes compared to what's in the report, actually)\",\n",
       " 'I actually usually try to get foreign sources. Yeah they probably know less, but there not corrupted by our political parties since its not there elections and votes',\n",
       " \"I must have seen the director's cut.\",\n",
       " 'Kill all extremists....',\n",
       " 'Seeing a man who kills his political opponents and his own people slipping and falling flat on his face is much more enjoyable than seeing some random leader do it.',\n",
       " '*Parole Is Conditional',\n",
       " 'rofl. How about you learn that terrorism can be used by individuals against individuals (duh), completely independent of politics. You demonstrate the opinions of a very young, very naive person.\\n\\nCouples terrorise each other. Children terrorise each other. It is a means to an end.  \\n\\n\\nAnnnnd err....wtf does solipsism have to do with this.....hmmm? ;)',\n",
       " 'Just ludicrous.',\n",
       " 'Don’t tell other people to read when you can barely string a sentence together.\\n\\nNow explain which “history book” states that the US single handedly saved the world',\n",
       " \"&gt;Even still, you keep dodging this question, what have sanctions and snarling done for us for 50 years (I guess you're also not addressing that, how you either were overtly lying or willfully ignorant)? Seriously, what have they done? Don't give me bullshit about global posturing or whatever, what tangible benefits besides making it harder for the people of NK have sanctions done?\\n\\nFor one they've prevented war. They've hindered NK's arms programs and have made them have to reach out when their economy is really struggling. Sanctions are why NK has been begging to come to the table for decades.\\n\\n&gt;I can tell you, we didn't win the hearts and minds of the people in Vietnam by bombing the shit out of them, blockading them, and sanctioning them. We opened up our countries, talked to one another, and now we trade together. You want peace? Trade with a country, talk with them, open your borders to one another. Being dependent on one another is best avenue toward peace that exists.\\n\\nSanctions are an extremely effective tool and Russia was supplying Vietnam. Why is Trump doing this with NK but threatening war with Iran who has been completely compliant to the deal they made while NK has done the opposite?\\n\\n&gt;It's shocking to me, and I don't say this as hyperbole, that you don't see sanctions and cutting off resources to innocent people as an aggressive maneuver of any kind. Please, and I'm not saying this to be mean, I mean it genuinely from the heart, stop and consider what you are saying.\\n\\n&gt;We love to wrap horrific acts up in pretty words, but call it by what it is: a siege. Would you consider it an act of aggression if I didn't allow you to buy bread from the grocery store? Or if I caught you buying bread I'd have you thrown in a cage? Break out of the religion. Can you not see how insane that is?\\n\\nIt's the strongest without shooting, it forces them to the table it has worked repeatedly over history. The atrocities were going on before the sanctions not the other way around, sanctions have not affected NK's treatment of it's people at all.\\n\\nAre you similarly outraged at his escalations with Iran?\\n\\n&gt;How can I consider it anything but bashing peace when you don't want us to even try? Even if he tries and fails, why is that a bad thing to fucking communicate with someone? Your answer to this seems to keep being a tautology: he's ineffective at diplomacy... and that's bad because he's ineffective at diplomacy? Seriously what's the worst outcome of an attempt at diplomacy? What we already have?\\n\\nWhat are you talking about we're at peace? Sanctions were finally working and Trump has ruined years of foreign policy investment and received nothing in return.\\n\\nYes bad diplomacy is worse than none because Trump is hurting our position. Hurting yourself and gaining nothing is worse than doing nothing, how is that not obvious?\",\n",
       " 'No but there are 2+ billion that are into abramhamic religions and youre using a BS poll of 25K to say \"DRAMATIC INCREASE\" in people rejecting it.\\n\\nThats dishonest',\n",
       " 'This dude is such a douche nozzle.',\n",
       " \"I don't mean like any time soon from a human perspective, but I wouldn't bet money on them continuing on very far into the future. Like honest to god I am an evolutionary biologist and I am talking about evolutionarily they seem pretty screwed. Humans of course decimated them and I am not saying that this relieves us from blame or anything. \\n\\nThey are basically an evolutionary dead end. That silly copypasta isn't entirely wrong they really are not good animals. They are hyper specialized mammals who gave up the best parts of being a mammal and they actually aren't adapated well to their specialization. It would take one climatic shift, new disease, or new predator and they would be wiped out. And due to their current traits I wouldn't expect them to diversify or adapt to any major environmental change. \\n\\nTL;DR not saying humans aren't responsible, just that koalas probably wouldn't last long on an evolutionary scale.\",\n",
       " 'That analogy makes no sense. \\n\\nNo one is complaining about the fact that Christians exist. They are simply complaining about this: \\n\\n&gt; Congress shall make no law respecting an establishment of religion, or prohibiting the free exercise thereof\\n\\nOur nation was built upon a framework specifically separated from religion. On purpose.',\n",
       " 'This is \"building up\" to some great change in the world, where regimes fall and others take their place. We are in the middle of history, where people will look back and think to themselves \"what the fuck were they doing, ruining all those lives? Luckily we live in a world where that cannot happen\", but they\\'d be wrong. \\n\\nWe\\'re living in unprecedented times, but also in one that we can predict: things will get worse before they get better. Actually, it\\'s not unprecedented at all. This is life. We need to get through these shitty times in order to see the future utopia that we have in our minds, right? \\n\\nNo. Of course not. We can\\'t just sit around waiting for good things to happen to us. This is life.',\n",
       " 'Next news: youtube is wrongly closing channels due algorithm errors',\n",
       " \"Here is what I found (again i'm not very tech savvy though):\\nThe United States does not have any\\xa0Internet Service Provider\\xa0(ISP) mandatory data retention laws similar to the European\\xa0Data Retention Directive.[72]\\xa0Some attempts to create mandatory retention legislation have failed\\n\\nhttps://en.m.wikipedia.org/wiki/Data_retention\",\n",
       " 'The Quote is one thing, but the full video is so, so much worse, because this exact quote is not there.',\n",
       " 'I like rose tinted glasses. If even half of your countrymen would act the way you describe, then India would be a great place. \\n\\nI see only one advantage in India. A very young population.',\n",
       " 'https://imgur.com/AEBMH5W.jpg almsot all sundanese women are victims of genital mutilation',\n",
       " \"The Philippines have a lot of issues and he deals with it. Picture a Mexican president telling the cartels to literally fuck off on national media, does something against them, arms the regular civilians and tells them to literally shoot cartel members on sight and so on.\\n\\nGuy's an absolute insane person. No sane individual residing in a stable country would want Duterte as a leader but dealing with the issues in the country is what Filipinos have asked for for many decades and they finally have somebody with the balls to actually deal with it. Things are actually getting better societally in the Philippines. A lot thanks to this mad man.\\n\\nMessy situations sometimes create messy solutions\",\n",
       " 'You\\'re rather condescending.\\n\\nMy point was just that UN resolutions are generally non-binding recommendations.\\n\\nSomeone said \"Uh, no they\\'re not. See Chapter 5 of the UN Charter: \"The Members of the United Nations agree to accept and carry out the decisions of the Security Council in accordance with the present Charter.\"\"\\n\\nThat was the stance I was arguing against.',\n",
       " 'Do you need to be both?',\n",
       " 'Imagine if Iran did that... Jeez...',\n",
       " 'Try poverty and that number drops drastically.',\n",
       " 'iirc 8 feet of water is enough to *completely* shield you from the radiation of the spent material.\\n\\nIt\\'s really not that hard to \"keep us safe from tons of radiating stuff for thousands of years\"',\n",
       " 'With Joe and The Weasel!  *plays wacky sound effects*',\n",
       " 'Ah I see. While I agree that comparing does not mean equating to me the mere comparison to slavery is still enough to think you’re a troll. But that’s just me. And I’m sure I can find survivors who would say the opposite, no? I do value human life way more than some animals like chickens so I guess that’s where we will never see eye to eye. I think there are solid valid arguments for ending factory farming/slaughterhouses and going towards a more plant based diet without making the comparison to slavery. But again, that’s just me',\n",
       " \"That's nuts!\",\n",
       " '&gt;&gt; admit that the problems are actually very real and the fears were completely justified \\n \\n&gt; Never\\n\\nLook at this. Just look at it. He actually said \"never\".  \\n \\n This is precious.',\n",
       " 'Lol, sure bud',\n",
       " 'So, not for economic migrants?',\n",
       " \"I think Tulsi is great so I can see eye to eye with you on that haha. I'm around the Detroit area so you may be right but even so ideas spread so I'm putting my faith that people will stop seeing UBI as a scheme or hand out and see it as a new floor because we have made a great nation and can afford it. To be 100% honest, I've said a bunch of times that any combo or Yang/Tulsi as P/VP would be a win for Americans. I'm just stoked for the debates.\",\n",
       " \"No, they want to arrest him for conspiring to hack a US government database.  You don't get to play hacker and then call yourself a journalist when you get caught.  Not to mention being directly connected to a hostile intelligence agency.  Fuck him, I hope he lives a long life in Florence.\",\n",
       " '\"Why are you covering your face\"\\n\\n\"I have a cold and/or flu\"',\n",
       " ' Homeopathy is growing very fast nowadays. People from whole over the world are getting attracted towards homeopathy but mostly opt the homeopathy only when the disease is chronic and doctors of the modern label it incurable.',\n",
       " '\"Downed Drown\" is to Iran as \"WMDs\" is to Iraq',\n",
       " 'Facebook=Free.   iPhone=1 grand.  Which one should we \"get off of\"?',\n",
       " \"&gt; The US is by far and away the world's second largest polluter, and is even worse than China (and ofc Europe and India) when you look at per capita emissions. That a country of 330 million people pollutes more than the entirety of Europe (740 million people) and India (1.3 billion people) and still tries to blame others is frankly disgusting.\\n\\nI believe this is incorrect.  There was an info graphic running around reddit the other week.  The UK and Germany alone make up a MAJORITY of the EUs GHG, with germany on the rise.  China and India were producing massively more than the US.  Where as the whole of the EU was also producing more than the US.  So I'd be curious to see some citations here.  (I apologize in advance, I cannot find the article that showed these graphs that I am citing. I am still looking.)\",\n",
       " '\"But hannity said we should trust his \\'parental instinct\\' despite his retraction, that obviously means its super true and he\\'s being secretly pressured by hillary\\'s evil derpstate!\" - republican morons',\n",
       " 'Trump gave the order. The whitehouse council refused to do it. That is still obstruction of justice.',\n",
       " 'Hi tristan_isolde. Your submission from nytimes.com is behind a metered paywall. A [metered paywall](http://en.wikipedia.org/wiki/Paywall#.22Soft.22_paywalls) allows users to view a specific number of articles before requiring paid subscription. Articles posted to /r/worldnews should be accessible to everyone. While your submission was not removed, it has been flaired and users are discouraged from upvoting it or commenting on it. For more information see our [wiki page on paywalls](/r/worldnews/wiki/paywalls). Please try to find another source. If there is no other news site reporting on the story, contact the moderators.\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"This ain't the US lol\\n\\nI know two people that are religious\",\n",
       " \"Thousands of them. Probably close to 20,000 if you count every time I've spoken at debates/town halls.\\n\\nThe poor old boomers are the ones voting for the moneyed 1% to stay in power. Hell, just the other day I got a nice email from an old woman telling me she's making sure her whole family votes Republican just to make sure I can't win the office I'm running for and get a local park cleaned up.\\n\\nThey are entitled and want to make sure that no one can have better things than they did, because they believe they worked harder and deserve more than anyone else.\",\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'More taxes and government continues to grow. Yay!',\n",
       " 'Which Alucard?',\n",
       " 'London is not an accurate poll for what the rest of the UK thinks.',\n",
       " \"You really think that's the general mindset? I think most people just don't see the implications. If they're law abiding citizens and living a generally stable life, they see no reason to be afraid of people having personal information about them\",\n",
       " 'As if America is better. America just does it in other countries. Remember Abu Gharib, or the fact that you literally have a island where you can torture people?\\n\\nAlso. Your prisons are literally legal forced labour camps, with the highest rate of prisoners per capita in the world.',\n",
       " \"Firstly the pound is not a measure of economic strength and you suggesting it is shows how little about economics you know.\\n\\n&gt;So pretty much everything that was said in case of leave is happening already.\\n\\nSo where is the recession that was predicted? Oh yeah it hasn't happened and we are growing faster than Germany and Italy the comparable EU economies.\\n\\nSo where is the Unemployment rising that was promised? Oh it also hasn't happened as again was more project fear by the remain side.\\n\\nSo please tell me more about how all these things which were predicted have happened, you know the actually things used to measure economic strength, GDP growth, Inflation, wage growth and unemployment. Instead of using currency as a measure of economic strength, at-least you gave me a laugh.\",\n",
       " 'What are you saying? I was responding to your comment that you are surprised there isn’t any hatred from Muslim radicals, there are and they resent and hate the Chinese people especially the Chinese government.',\n",
       " \"No she doesn't because that fetus has the right to live, and the mother has no right to impede on that.\",\n",
       " 'I hope karma fucks him over good, and quickly.',\n",
       " 'Keep in mind the white supremacists only send their best and this was it.',\n",
       " \"But..... you and I agreed - the cashier likely doesn't actually *care*\",\n",
       " 'I’m not sure if you are this ignorant but I’ll give you the benefit of the doubt. Most of these refugees come from very very impoverished areas with no access to medical care. \\n\\nThese kids are not vaccinated because their parents don’t have access to it and not because they are morons.',\n",
       " \"What? I don't want to die.\",\n",
       " \"On the other hand, I often got bullshit notes for stupid shit from a doctor because I preferred to go to a clinic 45 minutes than go to work. I literally did this systematically. My work policy was 3 days without a doctor's note and everyone after, you needed a note.   \\n\\n\\nDoctors give them without caring whether or not this impact your work. This is not surprising.\",\n",
       " 'Bona fide?',\n",
       " 'we need to investigate 311, i think it was an inside job',\n",
       " \"They couldn't responsibly accept, but they can responsibility condemn generation after generation to life in conflict?\\n\\nYou need a moral spine transplant.\",\n",
       " \"I'm a diabetic and my insurance dropped me randomly earlier this year and we had to buy insulin out of pocket. The cost was so much for my parents that I eventually had to go without insulin for about a week and a half (it was awful), and even my healthcare providers didn't offer us any help. America truly needs to get their priorities in line when it comes to healthcare for those who suffer from chronic illness (and everyone else) because people are dying trying to get the medication they NEED.\",\n",
       " 'Excuse me, but can you straight up explain to me, how people are fooled, how Russia manipulates inner US politics? I am a well educated european and I have no clue how this actually happens. \\nAll these posts about Russia manipulating POTUS election by internet adds seem unsatisfying.',\n",
       " 'Twat.',\n",
       " \"2000+ upvotes.\\n\\nReddit really doesn't like social events, do they?  \\n\\nCruises are a lot of fun, especially if you go with people who know how to have a good time.\\n\\nSome paid excursions are pretty fun.  Others you can just do on your own or explore the city.\\n\\nImagine telling someone they're going to stay on a floating hotel for a week, visit 4 different islands, drink as much and eat as much as they want and not have to worry about it...and they tell you that it doesn't sound fun.\",\n",
       " \"Okeydoke\\n\\nIt's almost like acusing someone of only seeing black and white is itself a form of only seeing black and white\",\n",
       " 'Ha! I think I know what company that was. I was working in a service center in NJ and I haaaaated dealing with them. Then one day they just shut their doors and we started getting all their calls soon after. What a nightmare.',\n",
       " 'Pest control is also not accidental. They use anticoagulants that cause rats to bleed out internally over a 3 day period.',\n",
       " \"Democracy is the best system we currently have, but a large portion of the population is just too ignorant to vote along with their best interests because they're easily swayed by demagoguery. Of course, taking those voting rights away would be even worse.\",\n",
       " 'Who is complaining about hippies? We are no longer in the 80s my dude',\n",
       " 'It\\'s not a \"good\" thing so much as it is a \"necessary\" thing. China\\'s trade practices have been shady for years. Between currency manipulation, tariffs, bullying foreign companies, to outright stealing IP\\'s. \\n\\nEconomists said that when china became a wealthy superpower those practices would stop. They were wrong, and anyone with half a brain would\\'ve expected that. The practices have continued and expanded.  \\n\\nIs what Trump\\'s doing the right way to change things? No, as other people have pointed out the TPP would\\'ve helped isolate China. In addition, a global compact would put a lot more pressure on China than just the US alone. But Trump is doing *something* which is more than can be said for most of the West\\'s leaders.',\n",
       " \"America's Bff. Leading by example.\",\n",
       " \"So you are just going to completely ignore who was responsible for producing all the food people needed to survive, the cotton to make everyone's clothing, etc? Good luck inventing cars and planes when there is no food to eat.\\nYou didn't answer my question. What is the most common surname in New Mexico? Who built the US Southwest?\",\n",
       " 'Only in America, the rest of the world isn’t doing that nonsense',\n",
       " 'The Schengen Agreement and Convention are incorporated into European law by the council of ministers. That means that this can legally be amended by regulations. And it has been amended when the EU implemented new firearms restrictions in 2017. \\n\\nIts perfectly reasonable for the EU to ask Switzerland to change its laws if they violate the EUs. And its perfectly reasonable for Switzerland to do the same. Deals eventually change and renegotiated, or do you expect everything to just stay in stasis?',\n",
       " 'Unless they are mexican illegals.',\n",
       " \"this rule is for moral dwarfs, so you want to get treatet like someone who is into BDSM for example? I kinda agree all riligion is cancer in my eyese, but most religious people are not in war with each other, this is just a scam cult and there is not one positive thing to say about it as far as I know. I'm not talking about the final solution and death camps, I'm for hitting them in the money and arresting their leaders, not for rededucation, just isolation from society.\",\n",
       " 'https://www.usatoday.com/story/news/2018/09/13/puerto-rico-thousands-bottles-fema-water-left-abandoned/1290396002',\n",
       " 'Damn what if you straight up just forgot',\n",
       " '*sta-bil',\n",
       " \"Yeah that terrible media accurately reporting Trump's statements\",\n",
       " \"If one group lives up to the standard while the other one doesn't.\",\n",
       " \"It wasn't just the Holocaust - the countries surrounding them have started two aggressive wars with the goal of wiping Israel off the map.  There's a reason they have to be aggressive - not that it excuses some of the things they've done, but it's not as if they're the bad guys.  It's a complicated political sphere - you'd probably skirt or break the law too if you were surrounded on every side by countries calling for your destruction, who have actively tried to eliminate you with state sanctioned military actions.\",\n",
       " \"Since Trump hates China so much I would've expected him to support HK, same as with Taiwan\",\n",
       " 'The point is if you have a long enough history you realise that a couple of hundred years is nothing. The only constant is change. Just 70 odd years back it was British Raj all over and now they can’t even figure out if they want to Brexit or not.',\n",
       " 'Science shapes technology',\n",
       " \"Users often report submissions from this site and ask us to ban it for sensationalized articles. At /r/worldnews, we oppose blanket banning any news source. Readers have a responsibility to be skeptical, check sources, and comment on any flaws.\\n\\nYou can help improve this thread by linking to media that verifies or questions this article's claims. Your link could help readers better understand this issue. If you do find evidence that this article or its title are false or misleading, contact the moderators who will review it\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*\",\n",
       " 'You know shit is serious when Bill Nye start use the work \"fuck\".',\n",
       " \"I'm not an expert, you can go look up the studies if you really want to know about it. Yes there are things that *could* be used to replace cursive and get the same results, but there's nothing that schools *do* use to replace it.\",\n",
       " \"Did you read the article you linked? 61% of abortions in the US are non-whites (aka, minorities). You have replied to me twice with articles which proved yourself wrong lmfao. Take a math class and try making a statistical argument later.\\n\\nNot only are there more total abortions for minorities, but it doesn't even consider the per capita rate. If this were to be considered, it would even further show the highly inflated abortion rates for minorities compared to white people.\",\n",
       " 'Oof',\n",
       " \"If a mother is gonna take care of a child, it is essential that she is taken care of too. If she can't or doesn't want to breast feed that is her right because formula is just as good, specifically in countries with advanced medical care. Try and read [this](https://www.fatherly.com/parenting/parents-myths-baby-formula-science/) if you actually care. i know exactly what things you'll cherry pick out of this article so don't even try that with me.\",\n",
       " 'Milwaukee^TM\\n\\nMade in the USA',\n",
       " \"I doubt they're from the UK either tbh.\",\n",
       " \"It's great!\",\n",
       " 'Left-leaning Libertarian is an oxymoron.',\n",
       " \"well i'm glad you're keeping score\",\n",
       " '\"Because it\\'s my side that did it\". That\\'s all it often comes down to, justifying the actions of your own by saying \"it\\'s not that bad\", or \"he deserved it\", or \"it\\'s just politics\". Everyone here know the reaction would be nowhere close to the same if a left-wing darling like Clinton, Bernie, or AOC got hit by a milkshake.',\n",
       " \"holy shit - I'm guessing the level of English spoken by Polish dentists is significantly higher than their Ukrainian counterparts?\",\n",
       " \"Good I don't even like insects (but for real I know this will suck).\",\n",
       " 'Ben Shapiro has his tight VIRGIN asshole DESTROYED by BBC',\n",
       " 'Who are the Tory party?? Are they like republicans here in the US?',\n",
       " '&gt;forcing to make desperate choices\\n\\nNo one is forcing anyone to illegally immigrate except themselves.\\n\\n&gt;migrant\\n\\nNice narrative you got there. I love how the left shift terms to better their narrative.\\n\\nYour edit should read \"his policies make it harder to illegally immigrate, so people who want to become illegal immigrants chose to do this illegal action going somewhere they are not legally entitled to put themselves voluntarily into shitty situations and it\\'s not his fault because he didn\\'t force anyone to illegally immigrate\" .\\n\\nIf there is anyone you should be upset at it\\'s the father for getting his daughter killed.',\n",
       " \"It's because of Detroit\",\n",
       " '*Slowly puts away \"Trump Pitchfork\"\\\\*\\\\*\\\\*\\\\*\\\\*\\\\*\\\\*\\\\*\\\\**',\n",
       " \"Everything I've read says that Ashkenazi Jews have Levant genes in their male line, but the female line is almost entirely European.\",\n",
       " 'Humans in general are assholes rofl',\n",
       " 'r/MGTOW',\n",
       " \"Why am I downvoted for asking a question to the guy that literally just said you're in jail until proven innocent?\",\n",
       " 'how the shit did this guy get in power if people loathe him?',\n",
       " 'You’re telling me the queen couldn’t have done anything to stop it? Please.',\n",
       " 'She just wont do it buddy, see here: [https://www.youtube.com/watch?v=BRfVGVVAhUE](https://www.youtube.com/watch?v=BRfVGVVAhUE)\\n\\n&amp;#x200B;\\n\\nShe refuses to denouce al-qaeda or even mention it, because we all know she supports terrorists (hamas, al-qaeda)\\n\\n&amp;#x200B;\\n\\nSo you can keep excusing her hate for America, but we Americans can small that nonsense a mile away.',\n",
       " \"The comment I replied to implies the opposite. You're worried about a small risk, while a much larger risk is directly in front of you with major, life taking/changing consequences.\",\n",
       " \"Where did they say that?  You don't just get to decide what the other person said then feel morally superior.\",\n",
       " '&gt; One car probably makes 10kg of particles\\n\\nIn a year? I dont know either, but that sounds too much.',\n",
       " 'Our time of *seed*, eh?',\n",
       " 'That’s because in Yemen there are no “good” guys and no “bad” guys. It’s a viscous civil war being fought along ethnic and religious divides and in addition it is serving as a proxy conflict between Iran and Saudi Arabia. Atrocities have been and continue to be committed by all participants in the conflict. In addition the US role as air support and financier leads it to have a less visible impact on the conflict than that if other combatants. Yugoslavia’s civil war in the aftermath of its breakup is the conflict I find it most similar to and anybody who knows about that knows it was an undisputed clusterfuck.',\n",
       " \"People are too sensitive. Only people that WANT to be insulted are concerned with this. I'm not saying your are this but in general. I also feel people that get insulted by little things like this want to be victims and don't realize they are giving away all their power to stupid words.\",\n",
       " 'The latter if I am the tourist in question.',\n",
       " 'And 9/11, they could never invade Iraq without the public rage from 9/11.',\n",
       " 'If you read my post earlier it mentioned the global consensus is to cull, not administer vaccine for every single animal. This saves money for consumers all around the world.',\n",
       " 'You guys are REEEEEEEEEing so hard ������',\n",
       " \"He is an intriguing fellow. I'm very liberal and, from what I've seen, I desperately wish more/most of the republican party was like Comey. He seems like an honest, principled conservative willing to engage in genuine ideological compromise as long as the end result was genuinely better for the American people, even at the risk of his own career.\\n\\nI don't know his full history though, and whenever I begin to think I've discovered an admirable republican, someone comes along and reveals a sordid voting record, morally bankrupt history, or compromising passivity in the face of the corruption that runs rampant in the GOP.\",\n",
       " '&gt; Nobody pulled out of those other agreements\\n\\nhttps://en.wikipedia.org/wiki/United_States_withdrawal_from_the_Paris_Agreement',\n",
       " 'Pretty sure the OG Gatorade was orange, bruh.',\n",
       " 'Well, if you go really really far left, everything else is to the right.',\n",
       " 'They beat paying for tv ads or billboards by a long shot though.',\n",
       " \"That's right, I'm smarter than you.\",\n",
       " 'Redditor: Makes a claim.  \\nOthers: Show the error in that claim.  \\nRedditor: REEEEEEDDIT HIVEMIND',\n",
       " 'Every cloud has a silver lining.......I guess.',\n",
       " 'Imagine the repercussions!',\n",
       " 'Not sure what the drone has to do with the tanker attacks, and the latter was more than suspicious not just the timing (same time as Japanese Prime minister was making a historical trip to Tehran) the fact that Isrsel gave notice to Bolton, and more importantly that the Japanese owner and witnesses said they say a projectile hit the boat.\\n\\nWhat needs to be done it to stop egging Iran and start going after the culprit behind Islamic terror, namely the Saudis.',\n",
       " \"We're not talking about the Middle East, and I didn't mean to assert that boycotts are the only means. I was curious what alternatives /u/Official_That_Guy would prefer.\",\n",
       " 'Or expand across the galaxy like locusts.',\n",
       " 'Well, this might be interesting “advertising” for [Prince of Whales](https://princeofwhales.com) in Victoria, BC, Canada.',\n",
       " 'The Uyghurs aren\\'t Islamic terrorists. They are simply against the party doctrine. People there aren\\'t overly religious. They are a minority that wants more rights and have a separatist movement. China beats them down like they always do when people dissent. This has nothing to do with \"ISIS\" or whatever. Educate yourself before you excuse a country putting all the man of an ethnicity into concentration camps.',\n",
       " 'How are they paying you exactly? Same currency Mexico used to pay the wall?',\n",
       " \"In a general sense they are certainly related. In all three cases it seems the airplanes crashed due to a combination of less than ideal aircraft design coupled with possible pilot error. Point being it's not like the Airbus has been infallible either.\\n\\nBut I agree, specific causes are not the same.\",\n",
       " \"I actually enjoyed Michigan. We stayed at a hotel in Muskegon and visited most of the lighthouses along the coast and checked out a lot of the orchards in the area. Literally my only gripe  was the road conditions. I liked that it was 70 and 55mph everywhere until you get right into the congested areas. Traffic seemed to move smoothly everywhere, everyone was nice and polite. Now Oklahoma was a choice I won't make again\",\n",
       " 'Probably safest time to fly is right now..atleast that is what i tell my self when i fly back across the country next sat.',\n",
       " \"The Lib Dems are the Remain protest vote. Labour are apparently pro-Brexit in that they'll respect the result of the referendum.\\n\\nYou mean the old Nigel Farage party? The reason UKIP died was because he left, people are also fed up with their vote not mattering after 4 million people voted for them in 2015 and got nothing to show for it.\\n\\nIt's grown-up statistics. A month old party is polling twice as much as any other.\",\n",
       " 'im not sure if you realize, but literally everything i said i took from news articles and wikipedia',\n",
       " 'GOOD!!!!',\n",
       " 'Meanwhile Assange',\n",
       " ' [https://www.youtube.com/watch?v=zxT8CM8XntA](https://www.youtube.com/watch?v=zxT8CM8XntA)',\n",
       " 'So no then .got ya',\n",
       " 'Im not aggressively saying anything or saying we should handle deniers with \"kid gloves.\" If you\\'re handling anyone with kid gloves, thats your choice and if you\\'re handling anyone with asshole gloves, thats also your choice. \\n\\nIt\\'s a matter of being diplomatic and trying to do what you can within and in the perifary of your square. \\n\\nI read somewhere someone was saying that they \"shamed society out of racism\" after the civil movement which isn\\'t the case at all. Its people realising that ALL PEOPLE are PEOPLE and racism still exists in small pockets because, yes some people are fuckin idiots. \\n\\nIt doesn\\'t take all the fuckin idiots to save the world. Just a bunch of them and some people that aren\\'t, but calling everyone that disagrees with you a fucking idiot won\\'t help them hear your point.',\n",
       " \"&gt; the US is not *working at all* to reduce its carbon footprint\\n\\nGiven population increases, how do you square that with [this](https://en.m.wikipedia.org/wiki/File:World_fossil_carbon_dioxide_emissions_1970-2017_six_countries_and_confederations.png) trend line?  I know you stated at the Federal level but the US isn't just the Federal government. My tri-state area certainly has emissions regulations.\",\n",
       " 'I know one guy buying island mountain real estate, Hawaii, New Zealand, .. His investment strategy is that those will be the only cool places.',\n",
       " 'Upvote for “turgid with protesters.”',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"If Iran gets attacked by the U.S. then the rulers are fucked, in that case why should Iran be scared of bombarding or Nuking Israel?  Iran gets Nuked too? When did dictators care about the population? \\n\\nIran can't touch the U.S. with the M.A.D. stick, next best thing for them would be the nation with the largest influence on the U.S. and their regional rivals.\",\n",
       " 'But think how much money arms manufacturers could make from this!  WAR WAR WAR',\n",
       " 'Oh I’d love to. You, again, completely unprompted, just voluntarily associated yourself with the literal neo-confederates and Nazis deplatformed by Patreon.\\n\\nEdit: good call on the delete ��',\n",
       " 'Yes but people who don’t know about cartel supply chains might read “dealers don’t use it” and “hard to source” and think it must be unusual, not knowing the implications of the cut being added at the source.',\n",
       " 'Not true, there are multiple verses in the Quran (and Hadiths) saying that going to war against the enemies of Islam is the highest form of worship.\\n\\nAlso, the final revelations that Mohammad made were in Surah 9, and Mohammad basically says you guys have to go to offensive war or else you basically go to hell. And this offensive war includes subjugating Christians and Jews and doing worse to Pagans. Because of abrogation, these are the verses that matter. \\n\\nAnd finally, the Hadiths, and the Quran as well, lay out a punishment for those that spread \"mischief in the land\". This can easily be interpreted as Western nations. \\n\\nMuslims like to pick and choose what they will follow when it comes to defending their religion. They\\'ll say that the verses in Surah 9 are only to be applied contextually, and the earlier verses that he gave are the ones that apply to everyone else. But this means that either:\\n\\nA) Mohammad gave some pretty shitty instructions, as he basically didnt say who and whom the verses applied to, as most (if not all of his verses) were phrased in a way to apply to the Islamic people of that specific time he gave that said verse\\n\\nB) Abrogation is true, the verses he said earlier in the Quran about one verse replacing another are true, and the verses at Surah 9 are the ones applying to all Muslims\\n\\n,\\n\\n\\nExamples:\\n\\nSurah2:\\n 190. And fight in the cause of God those who fight you, but do not commit aggression; God does not love the aggressors.\\n191. And kill them wherever you overtake them, and expel them from where they had expelled you. Oppression is more serious than murder. But do not fight them at the Sacred Mosque, unless they fight you there. If they fight you, then kill them. Such is the retribution of the disbelievers.\\n192. But if they cease, then God is Forgiving and Merciful.\\n193. And fight them until there is no oppression, and worship becomes devoted to God alone. But if they cease, then let there be no hostility except against the oppressors.\\n194. The sacred month for the sacred month; and sacrilege calls for retaliation. Whoever commits aggression against you, retaliate against him in the same measure as he has committed against you. And be conscious of God, and know that God is with the righteous.\\n\\n,\\n\\n\\nLook at the way this is worded. It is addressed to the Muslims of that time. How is it worded any differently than this offensive Jihad verse?:\\n\\nSurah 9:29-31: Sura 9:29-31 (fight against Jews and Christians until they are subdued, because God\\'s curse is on them)\\n\\n\"Fight those who believe not in God nor the last day, nor hold that forbidden which hath been forbidden by God and His Apostle, nor acknowledge the religion of truth, (even if they are) of the people of the Book, until they pay the jizya with willing submission, and feel themselves subdued.  The Jews call Uzair [Ezra] a son of God,  and the Christians call Christ the Son of God ... God\\'s curse be on them; how they are deluded away from the truth! They take their priests and their anchorites to be their lords in derogation of God, and (they take as their Lord) Christ the son of Mary. Yet they are commanded to worship but One God',\n",
       " 'See you say that',\n",
       " \"So I dont have friends according to you? Someone who doesn't know me personally at all? Ok mate\",\n",
       " 'so now will see ive got to young friends in the military and ones my godson the last thing i want is for either of them in a war and it’s this administration who still are pissed over the hostages back in the 70tys and these are people who got out of service in vietnam but there big bad asses with other people’s children',\n",
       " 'Wait, you mean Fox News is controlled by Iran?!?',\n",
       " 'Sound like country should perform some scientific research on Minke whale population using statistics modeling for several decades to determine how much farming is sustainable.',\n",
       " 'Reuters, obviously would never mention the role of Israel and netanyahu in this.',\n",
       " \"We have spent the last 100 years turning central America into a hellscape run by puppet governments, strong men, and cooperate thugs. I mean yeah, it's illegal, but the reason their homes are uninhabitable makes a huge difference.\",\n",
       " \"I'm seeing the Evangelical mythos driving some of what Trump does. Not because he believes it but because his supporters believe it.\",\n",
       " 'The US sold weapons to both countries during the war.',\n",
       " 'Now you are the one doing the mental gymnastics...\\n\\nwanna join my team? Someone told me we could go to the olympics.',\n",
       " 'Argueably the law to acquire his taxes might not be able to be stopped by executive privilege anyways.',\n",
       " \"The part of your original comment I was talking about is the scenario where Palestinians lay down their arms. It's not going to happen. The only way for this to end is if one side perishes or if a third party comes in and enforces some kind of detante and division of the land.\\n\\nHamas and Netanyahu feed off each other. They are also both in power because extreme ideologies come to power when you build a seige mentality, when you create the fear of the other. You know who profits from tensions in Asia.\",\n",
       " \"it wasn't any better for the average russian under communism or monarchy,\",\n",
       " 'Quiglebeetape. Rolls of the tongue.',\n",
       " '\"Hold my tea!\"\\n\\n-Us in the UK.',\n",
       " 'What about people that do eat thier pets?',\n",
       " \"Before October? Damn, they're not wasting any time about it.\",\n",
       " 'Putin: If they ask us, no collusion.\\n\\nTrump: Whatever you say, boss.',\n",
       " 'No, in Norwegian the carnal knowledge is usually with farm animals, *morrapuler* is a very rare swear compared to common ones like *hæstkuk.*',\n",
       " '&gt;To call it untrue is a fallacy on your part\\n\\nI think you need to read more carefully. I was calling the notion that reddit is very \"pro-Iran\" to be laughably untrue. Banning 140 accounts that spread news from Iranian sources does not make a website \"pro-Iran\", when said website has millions of users.\\n\\n\\\\&gt; lmao, whattaboutism at its finest\\n\\nAgain, and incorrect usage of the term. Whataboutism is in reference to someone doing something wrong, and then claiming that other people are doing something wrong too. I am not making that claim. I am saying that accounts posting news from Iran is no more alarming than accounts posting news from Israel or France. The only reason it is treated more ominously is because it is Iran, and the name carries an inherently negative connotation for people. Otherwise, who cares if accounts are posting news from their countries own sources? It is only viewed as \"propaganda\" because we don\\'t like it.\\n\\nAnd ironically, acknowledging that Reddit went so far as to ban accounts that share Iranian news dispels the notion that \"Reddit loves Iran\".',\n",
       " 'As a person in environmental science, I would imagine you guys should be learning more econ. A carbon tax + redistribution scheme can literally half global warming at +1.5C.',\n",
       " 'Don’t give bad politics a pass because they’re not AS bad as the other side. We (the world, but specifically the states), should not be pacifying the least shitty people in politics. The far right are truly horrendous and getting worse, but that doesn’t mean the bad shit the left does is okay and we’ll live with it because it’s not AS bad. That’s just silly.',\n",
       " 'https://www.youtube.com/watch?v=e3QRTToTLzI',\n",
       " \"Power generation is just one of a dozen things that need to change. Need less meat, need different ground transit, need different air travel, need different horticulture, need different market supply...\\n\\nI agree about nuclear, but even if so that'd be one chapter not by any means the end of the story even if we were 100% nuclear\",\n",
       " \"Sounds good to me. Regulated industries benefit nearly everyone if this isn't rolled out in a monopolistic fashion.\\n\\nLet adults make their own decisions and keep drugs off the street and away from children.\",\n",
       " 'This is the best tl;dr I could make, [original](https://officialgmail.com/2019/05/26/kurdish-leader-calls-end-to-jail-hunger-strikes-in-turkey/) reduced by 66%. (I\\'m a bot)\\n*****\\n&gt; Imprisoned Kurdish rebel leader Abdullah Ocalan has called for an end to jail hunger strikes in Turkey, his lawyer Nevroz Uysal said on Sunday.\\n\\n&gt; &amp;quot;I expect the action to conclude in light of the broad statements to be created by my two lawyers,&amp;quot; Ocalan said in a message read by his lawyer in a press conference at Istanbul.\\n\\n&gt; Approximately 3,000 Kurdish prisoners have been holding hunger strikes since November to protest Ocalan&amp;#039;s isolation and improved conditions for him, and eight have killed themselves over the issue as stated by the pro-Kurdish People&amp;#039;s Democratic Party.\\n\\n\\n*****\\n[**Extended Summary**](http://np.reddit.com/r/autotldr/comments/burc5y/kurdish_leader_calls_end_to_jail_hunger_strikes/) | [FAQ](http://np.reddit.com/r/autotldr/comments/31b9fm/faq_autotldr_bot/ \"Version 2.02, ~402807 tl;drs so far.\") | [Feedback](http://np.reddit.com/message/compose?to=%23autotldr \"PM\\'s and comments are monitored, constructive feedback is welcome.\") | *Top* *keywords*: **Ocalan**^#1 **lead**^#2 **lawyer**^#3 **hunger**^#4 **strikes**^#5',\n",
       " '“Give is more money and political power or else your favorite foods are gone... also you’ll all die. Give us more power.”',\n",
       " \"&gt;Hes that dumb that he openly admitted grabbing a girl by the pussy without her consent\\n\\nYes, he's that dumb. He also admitted to barging into Miss Teen USA's dressing room to ogle at the girl's changing.\\n\\nSo you think Bill Clinton is innocent too? He's rich. Or is this a case of mental gymnastics?\",\n",
       " \"Tumors match the genetic code of the host except for some small mutation. A fetus has it's own unique code, and will develop into an independent person if given the chance.\",\n",
       " '“Come under question” is extremely generous.',\n",
       " \"&gt;A failed conviction actually can boost the president's approval rating (as its seen as some sort of vindication that the president was innocent). This happened to Bill Clinton.\\n\\nProbably because the substance of the impeachment was considered frivolous by the public. Not clear this would be the case here.\",\n",
       " '&gt; Russian government, not Russia\\n\\nFunny how Russia is the only country to get this pass on reddit.',\n",
       " 'I think that\\'s a misspell of \"euthanize\"',\n",
       " 'Look, if I dump a thousand tons of shit in your yard a week, and a neighbor dumps 100 pounds of shit in your yard a week, are you going to cheer for me when I dump 800 pounds of shit and the neighbor dumps 70? Ratios matter in this context. Like I said I’m proud of what the US has done, and I hope we continue to be leaders in this field. Don’t let off the gas... metaphorically.',\n",
       " 'Than there are those who drive big trucks and make the emission worse. Rolling coal',\n",
       " '&gt;if such an armed attack occurs, each of them, in exercise of the right of individual or collective self-defence recognized by Article 51 of the Charter of the United Nations, will assist the Party or Parties so attacked by taking forthwith, individually and in concert with the other Parties, such action as it deems necessary, including the use of armed force,\\n\\nNote \"including the use of armed force\". NATO isn\\'t robotic, there\\'s no reason an Iranian attack would instantly trigger a war.\\n\\nSyria shot down a Turkish jet &amp; literally nothing happened, people always leave this one out.\\n\\nAnd if the UK literally antagonizes Iran into doing something, I can guarantee, Canada isn\\'t deploying troops.',\n",
       " '“Let cruelty, pain, \\nand evil ways\\nFollow this villain \\nThrough all of his days\\nReverse the hate that he creates \\nTo turn on him a crueler fate”\\n\\nIn three days the moon is full.\\nBy the time it’s a new moon again\\nAny bit of joy you have left will be gone. As the moon disintegrates to empty, so will you. \\nYou will suffocate in the pain you cause others \\nuntil you see the light of the next full moon. \\n\\nIt’s been real, victim. Katykate out ✌��',\n",
       " 'Did he just outright admit to conflict of interest',\n",
       " 'You disagree that Bolton is a war hawk?',\n",
       " 'I think 40 km over 2 days is very very doable. 20km a day takes less than 4 hours to finish.\\nI do 25km walks every weekend.',\n",
       " 'Predicting Next headline - Tesla admits it allows employees view your cars photo/video footage',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"I forgot that your not from the U.S. so you might not be informed of the some of the nuances of the different parties. The Republican party at its core is based off of the idea of less government regulation. Most plumbers are Republican. So imagine my reaction when I see them get  upset when the people they voted into office do what they were voted in for and it's not just the plumbers its just idiot Republicans in general that I see complaining. When I ask them why they voted for the party of small government if they dont want a smaller government I just get crickets. Also jesus is the exact opposite of a Republican I'm not sure where you got that from.\",\n",
       " 'Read this and imagine it said by any generation of SNL news desk\\' It\\'s hard to see them say this without pausing to deadpan and add \"...we... did not make this up, yep, seriously\"',\n",
       " \"they export more than anyone by far. i'll believe it when i see it.\",\n",
       " '“How dare you state an indisputable fact that goes against my ideology.”\\n\\nYou sound very religious.',\n",
       " 'Here here.',\n",
       " 'Yep México city almost reaches the entire pop of Canada',\n",
       " \"I'm surprised that the Swedish Prime Minister bothered to pick up the phone when there was nothing to talk about. And even agreeing to a second call.\",\n",
       " \"I love bird myself...hesitated to even open this thread. Olive oil is a good thing, but if there were a way to guy it in a way that respected the birds that also enjoyed the olive trees, that I'd pay more for.\\n\\nIn any case, I buy California organic oil myself...and hope that that does no harm.\",\n",
       " 'Is this going to be the new *thanks, Obama*?',\n",
       " \"I wasn't trying to be hoity toity with the latin, I learned a new term and wanted to use it. I still don't understand how this would apply though. It's is a logical loophole that looks like it applies mainly to copyright law. \\n\\nI could be wrong though - That's the result of some quick google research.\",\n",
       " \"Because it isn't the corporation, it's me. I run a pub.\\n\\nThis public perception that all businesses are megacorps and need to provide the same services that megacorps are required to is actually damaging to small businesses and supports the massive companies attempting to put them all out of business.\\n\\nSo I ask you, why side with the corporations on this?\",\n",
       " 'Spammmmm',\n",
       " \"Ain't they already? Prisons of mind at least.\",\n",
       " 'Isn’t this just going to draw More attention to those tweets?',\n",
       " 'r/entitledbitch',\n",
       " \"*shrug* just one of the many things why most don't care about the U.N.\",\n",
       " 'Do you really think gay people are being executed and beat up in the streets regularly in any other places than third world countries???',\n",
       " \"You're also confusing death camps with concentration camps. Would you prefer the word gulag?\",\n",
       " 'So derivative, since Zemeckis already did it in BTTF 2.',\n",
       " 'Imagine demanding to see Obama\\'s birth certificate but then defending Trump for being the first president in history to hide his taxes. Imagine being in the party of science deniers but calling other people idiots. Imagine spouting fake news but sharing 4x more disinformation than democrats on social media and supporting a man whose campaign coined the term \"alternative facts\" to rationalize their lies.\\n\\nhttps://www.technologyreview.com/f/612741/whos-sharing-fake-news-on-facebook-older-republicans/\\n\\nThe Trump brand is all flash and no substance. You\\'d have to be a moron to believe it. Your support for him alone shows how dumb and susceptible to disinformation you are. \\n\\nDo you ever wonder why there aren\\'t any right wing political comedy shows? It\\'s because you ARE the joke. Your blatant hypocrisy and ignorance makes it too easy to make fun of you retards.',\n",
       " 'You, you dumb twit.\\nThe best available answer is the answer from the expert who did the work.\\n\\nI took you to the fucking Louvre to show you the Mona Lisa and your reply was ‘yeah, but can you sketch it on a napkin?’\\nSure I can, but your a fucking dope for wanting me to when I just showed you the real thing.\\nAnd, again, you ignorant troll, referencing Nobel Prize winning work isn’t an appeal to authority, it’s leveraging world class resources to support an idea.\\nAnd, no, carbon taxation-as cleanly outlined in the Nobel Prize winning work- is not incentives and subsidies.  It’s excise taxation to eliminate inappropriate behavior.\\n\\nSo, again, stop wasting everyone else’s time being a worthless lazy turd, and go learn something from one of the greatest economic minds on the planet.  Or, don’t and fuck off already.',\n",
       " 'I’m American actually I just hate seeing free and happy Venezuelans being treated so equally by their legitimate savior Maduro. \\n\\nBetter? Should I post more videos of brown people being killed so you can jerk off to the idea of oppressing citizens with the boot of socialism?',\n",
       " 'It doesn’t, it’s simply trying to paint the logic that we should start step by step instead of trying to jump the whole stair case...',\n",
       " 'The year is 2062 and only small roving bands of humans have survived.  \\n\\nnafararaltootle - \"yay we did it!\"',\n",
       " '��\\u200d⃠',\n",
       " 'Everyone else: ...bbbbut Trump!',\n",
       " 'But socialism always leads to a mass-murdering totalitarian state, right?\\n\\nAnd democracy, oh my goodness, look at what even quasi-democratically elected leaders in the USA did to Iraq.\\n\\nTime to start banning and imprisoning so that this never happens again.',\n",
       " 'They are now nearly the supreme power in the region along with Iran. The us gave many money to the Saudis for air bases along with a shit ton of intelligence.',\n",
       " 'If everything goes smooth, 10 years might be a very optimistic frame of time for the 1st flight of the prototype. Deployement will likely start in the early 2040s.',\n",
       " \"Mind expanding on that? I don't see how.\",\n",
       " 'My world is on fire, how bout yours',\n",
       " \"Right. What they *want* is to be elected. Once they're in who knows.\",\n",
       " 'This is entirely unequivocal. If this is the best you got then I pity you.',\n",
       " \"To be fair, if anyone knows how to pacify the masses and make them do all the heavy lifting for pennies, it's someone with a superrior intellect. Their opinions of the educated are definitely wrong. It's just easier to extend the middle finger, rather than work towards leveling the palying field\",\n",
       " \"This deserves to be quoted in full, and with a [link](https://www.youtube.com/watch?v=jIWj3tI-DXg) to the original beat poem:\\n\\n&gt;By definition, alternative medicine has either not been proved to work, or been proved not to work. Do you know what they call alternative medicine that's been proved to work? Medicine.\",\n",
       " \"I honestly doubt we'll ever have a nuclear war. Truth is, I don't think any world leaders are suicidal enough to start one - they all know they'd be ending the world at this point, and no one wants to be that guy.\",\n",
       " '\"Justify murdering and oppressing those who don\\'t adhere to their beliefs\" \\n\\nYou mean current day muslims? Instead of Christians from a few hundred years ago?',\n",
       " 'RT is not a real source.',\n",
       " \"In what way do you suggest we do that, should we stop eating, buying clothes, laptops, televisions, fridges, washing machines, houses, apartments, toothpaste, deodorant, soap... It's modern society that's the problem, and the only way to solve it is to go full caveman\",\n",
       " \"Pushing for war no more than usual.\\n\\nYou're suggesting the US attacked a Japanese and Norwegian ship as an excuse to go to war?  Yes that makes sense.\",\n",
       " \"From Wikipedia:\\n&gt; A total of\\xa0thirty-four individuals\\xa0were\\xa0indicted\\xa0by Mueller's investigators. Eight have\\xa0pled guilty\\xa0to or been convicted of\\xa0felonies, including five Trump associates and campaign officials.\\n\\nWhen Clinton committed perjury, which was a dubious claim in a way, he was perjuring himself over his sexual escapades, not the crimes of 30+ other individuals connected with his administration.\\n\\nI don't think he will get a bump from any of this except with die hard believers.\",\n",
       " \"Do you think ALL Muslims are extremists?  I mean, that's really the only way you could come to this conclusion.  It's extremists that have trouble co-existing with people.  Muslims are literally all over the US.  I worked with quite a few of them when I worked at CENTCOM.  They had TS clearances and everything.  Co-existed with me perfectly fine.\",\n",
       " \"Personally help people in need that are being ignored and abused by the system. Don't leave it up to the government. Stop contributing to a broken system.\",\n",
       " 'That’s all true but don’t you understand? These countries also want to be like the rich western countries and they’re doing so at an amazing rate.\\n\\nAnd just like we did in the past, their economic growth is at the expense of nature.\\n\\nIt seems that once a country has some basic economic living stand, the people start caring for the economy.\\n\\nAnd the idea that this is all the fault of the west is just another form of racism in a new disguise. „We western people are the only ones capable of destroying the environment. These savages are not capable of caring for their own ressources“\\n\\nAnd it’s funny that you talk about safety nets in these countries. They don’t have one, that’s a western invention.',\n",
       " 'Off the hook?\\n\\nI just dont take this shit as seriously as you guys, I guess.',\n",
       " 'Ill do what i please',\n",
       " 'Actually, the Kathy Griffin head cutting and antifa attacks show that right wingers are being dehumanized.',\n",
       " \"What's wrong with the methodology of these polls?\",\n",
       " 'Never heard of the bloke before reading this thread. He wobbles his head and blinks too much though. Reminds me of Stiffler in that sense along with his squeaky voice. \\n\\nNever trust someone who machine guns their words and barely pauses. They are usually just reciting paragraphs in their brain, often tenuously related to the discourse and often complete shit.',\n",
       " 'You’re right, but Americans will meet the traitors in the streets with guns, and we’ll see who backs down once they see the “wall” they stand behind us flimsy cardboard (aka Trump)',\n",
       " 'The average person may not be able to afford one of these but if there is high enough demand among hundreds of people someone with the necessary funds will probably be willing to spend it.',\n",
       " \"I don't think it's completely out of the question that they got the Russians to cook up some weapons grade uranium for them.\\n\\nI think it's a bluff though, since Israel is largly the one pulling the strings here.\",\n",
       " \"Look at how the situation is not compared to how it was before. We and almost every other country continue to not trade with NK. The only difference is Trump maybe looking bad. Unless you want Trump to have the US strike NK, nothing Trump does will change the situation. I don't like a lot of what Trump does internationally, but I would hardly say meeting with Kim has made the situation any worse.\",\n",
       " 'I\\'m saying the economic crisis looks rough from the outside, but inside Turkey it\\'s really hurting people directly, quickly. One main way to see this is with rising food prices, and U.S. based readers don\\'t understand how the two country\\'s different levels of food diversity affect people on a daily basis. \"The cost of this vegetable is suddenly really high\" segments are now regular features on the evening news. The macro stuff is bad, but it\\'s hurting people within Turkey on a micro level as well.',\n",
       " 'Probably not their brightest idea ever.',\n",
       " 'Meanwhile I will continue driving my fine SUV around, and sometimes even take it for a Sunday drive around town while I listen to Alex Jones. Not picking up groceries, not getting gas, no, just straight up driving around and keeping myself occupied.',\n",
       " \"No it isn't.\",\n",
       " \"Simple difference there is that you weren't elected to your position - you were chosen by a manager or your boss, and said boss can kick you out on your ass if you don't do your job.\\n\\nElected representatives answer to their constituents. The reason you can't hold them to any standards is that the opposition would always be demanding that the other representatives be held to a standard of such moral purity that every politician the world over would be out of a job.\\n\\nThere are no standards in politics because the only people who can get rid of you are the people who offered you the job. Politicians don't have bosses - if they did, we'd all be in trouble.\",\n",
       " 'Uh we do too, but not on the scale of the Uighur camps',\n",
       " '&gt; Did you say this about comcast et al when net neutrality shit went off?\\n\\nThe difference between an ISP and a website are night and day.',\n",
       " 'WTF are you talking about ? What taxes do illegal immigrants pay ? Why they should deserve citizenship rights ?',\n",
       " 'Did you miss the bit where I said it was just a fun fact?',\n",
       " 'hope it works!',\n",
       " 'If intelligence per say is the trait and we draw the line arbitrarily to be equal or lower than a normative chicken and we want to be consistent with that then you would not object to the exploitation of any beings that meet the same criteria. It means having to bite the bullet on absurd ethical consequences.',\n",
       " 'I know',\n",
       " 'Lemme rephrase that. What can I do to help prevent the destabilizing of the earth',\n",
       " 'Eliminating beef (and milk products) does more than you think. The beef industry puts out far more CO2 than the pork or poultry industries because of how much shipping of feed it requires to grow cows to harvest compared to smaller, faster growing, or omnivorious animals. Saltwater non-farmed fish have the same problem, due to how much fuel longer-range boats require and the subsequent shipping of fish from the coast inland. Plus, forget plastic straws, most of the waste in the ocean is the product of commerical fishing.\\n\\nI haven\\'t eaten beef or drank milk since October 2018, when the UN report came out concluding that we were fucked even if we hit the Paris Accord\\'s goals.\\n\\nA greater impact you can have is to stop buying products from dirty industries and companies. Even some \"eco\" companies use heavy polluters on their supply chain, yet claim they\\'re \"eco\" because they outsourced all the emissions (or human slavery). The best is to also never vote for climate change deniers or even those who don\\'t support radical measures to stop it. Vote in every election and get your friends and family to vote too. Call your local Congressperson and tell them you\\'re supporting them (or not) because of their stance on the environment. Donate $5 to candidates with good eco policies or PACs that fund candidates elsewhere with those policies.',\n",
       " \"You aren't talking about the data though. You posted a blog that cherry-picked one aspect of the findings with the intent of discrediting the entire field.\",\n",
       " 'It’s far too late. \\n\\nAlso michael Bloomberg is worth north of 50 billion dollars. This is nothing more than a publicity stunt. If he really wants to mean it, donate 20 billion. Or 40 billion. To only donate 1% of his net worth is a complete joke.',\n",
       " 'thanks, I guess we need one at this point.\\n\\ndo you like beating weaker individuals ? if not what are you afraid off ?',\n",
       " 'Your comment was\\n&gt;There\\'s a team of people whose job it is to scout this type of stuff out in advance. It\\'s called an \"advance team.\" Any competent president would have a competent team. As he is incompetent, it follows that his advance team is as well. It\\'s not a stretch. Just basic logic.\\n\\nMy comment was\\n&gt; How do you explain Mueller bumbling yesterday or not knowing about Fusion GPS? OH we\\'ll just ignore that out of convenience for our ignorant bias.\\n\\nClearly you are too dim to understand you are over here preaching the same objectivity you yourself lack. One is ok but the other is not because MER BIAS\\n\\nIt\\'s ok sweet summer child.',\n",
       " 'Ah that makes more sense. And there were a couple before also.\\n\\nThanks',\n",
       " 'And why did relations between these groups sour so much so quickly',\n",
       " '&gt; Trump is refusing to participate in the non-violent and non-war option to de-escalate the situation while Iran would like to participate.\\n\\nMy bad, I forgot Trump was the one blowing up oil ships and shooting down drones rather than dialogue.',\n",
       " 'Puerto Rico not included.',\n",
       " 'Cooleo',\n",
       " '\"More than two thirds...\" and \"... Almost two thirds (62%)...\" in the same title.',\n",
       " 'And KSA, hence the wars.',\n",
       " 'How is this related? Cruise ships are important',\n",
       " \"It's not you explaining things though. It's you arguing semantics, either that or you don't understand why we tax ICE cars and not EV's.\",\n",
       " \"&gt; I mean, in that case you must be fine with Irish reunification.\\n\\nMost of us would have no problem with that. The Republic can pay NI's ten billion pound a year subsidy, as well as deal with the unionist fallout. The people of NI can enjoy losing their NHS too.\\n\\n&gt;Might as well let Scotland leave too. \\n\\nLet? We gave them a referendum, they wanted to stay. Polls have barely shifted since. London? You're being ridiculous, it has no history or tradition of any sort of independence or autonomy. You can't just carve up a country based on which way they voted, or you'd have individual streets becoming independent. \\n\\nBut I'm sure your post sounded clever when you thought it up.\",\n",
       " 'Iran is an observer to the SCO, a Chinese led military block about double the size of NATO. Russia and India are members of this block, and as such their coalition of countries would join too.\\n\\nLike 2/3 of the humans on earth are in that block.',\n",
       " \"Pornhub's big chance to steal the market.\",\n",
       " \"It depends what you consider military service really. I would view it as not really in the spirit of military service but I'm not from the US.\\n\\nOne of the hallmarks of military service to me is war fighting. I don't wish to demean anybodies service but I think most people would say there is quite a difference between the experience of a national guardsmen and a marine fighting through the Vietcong tunnels. \\n\\nIt's really totally fine that lots of people had no desire to actually fight. But often that choice is a result of luck or privilege, and you shouldn't really exploit your good fortune to pursuade others to suffer on your behalf.\",\n",
       " 'GDP doesn’t directly correlate to higher standards of living. Otherwise America’s shoddy infrastructure wouldn’t be crumbling into the Ocean. By the way, where’d you get your degree from?',\n",
       " 'Everyone will get it after 8 :/',\n",
       " \"They killed qaddafi because he was trying to unite Africa. I don't care what they say this new deal is, Africa remains an exploited extension of centuries of European Colonialism.. They aren't going to just allow change to happen now.\\n\\nUnless its under a western colonial umbrella.\",\n",
       " \"Basically. I didn't say it wasn't our doing. I'm just not against eating animals.\",\n",
       " 'Asians have very high expectations for their kids.',\n",
       " \"Oh yeah, I only saw one DO student (he was damn smart) in our residency. I had a PCP who was an MD DO, and he was pretty good too (just didn't like the organization he was with, more like a fast food doctors visit, in an out without much discussed).\",\n",
       " 'At least they dont mess around when it comes to that crazy and radical religion.',\n",
       " 'Not to defend Trump, but in similar vein \"A racist in xxx country is a racist\" and we just elected a racist to run our country.',\n",
       " \"The BBC in Britain, ABC in the Australia, DR in my own country... They're all fine.\\n\\nGovernment funded media is only shit if it's designed to be shit.\",\n",
       " 'So what are we spending money on when the planet fails?',\n",
       " \"Sure, yes, there's little reason to start a war. But you gotta be aware the communist government may make any action to try to take Taiwan under its own control.\",\n",
       " \"This shouldn't happen but frankly, Peru is pretty poor country and is not the US or China, how can you call it greed when you statistically live in the US and probably have a higher standard of living?\",\n",
       " '[Ask Radio Sputnik!](https://www.reddit.com/r/Jokes/comments/cld9d3/ask_radio_sputnik_radio_yerevan_20_jokes/)\\n\\nRadio Sputnik was asked: \"How did the Kapitalists react to the fallout?\"\\n\\nRadio Sputnik answered: \"Nothing. They did not want our overreaction.\"',\n",
       " '\"Your use of Apple software or HARDWARE products is based on the software license \"\\nso your use of the hardware is based on the license like most other cell phones.   if you do not agree to terms of service you can not use the \"tangible item in your possession like a phone.\" that\\'s the hardware \\n\\nbut let\\'s say  i am wrong about that for a sec and your use of the hardware is not based on the software license like clearly stated \\n\\nthe phone is a paper weight without the firmware and software. \\nnot the stuff that u get from the i store but the basic ios, antenna firmware and bios ect. \\nit wont make calls it wont power on it wont surf the web and here is the big part you cannot legally make it do those things by writing \\nthe code yourself. you apparently get sued for repairing or replacing hardware parts even \\n\\nyou are right no one is making you buy the phone you can not have any cellphones i guess but i don\\'t think that is the issue here.\\n\\nedit: just to be clear  there is the same language on the box you agree wen you open and again when you boot up the phone',\n",
       " 'Just excuses :( why didn’t you answer my question?',\n",
       " 'Yeah but just kicking non-citizens out makes everyone happy. So we should do that',\n",
       " \"Oof they're in a lil bit of trouble\",\n",
       " 'Whats wrong with his voice?',\n",
       " 'i want to give you gold for this but i’m poor',\n",
       " \"If the EU doesn't want the Golan to be Israeli then they can try to take it and give it back to Syria. Otherwise they can eat ass.\",\n",
       " 'My elementary school VP, to 5th grade me, told me explicitly that her motto was \"if your students aren\\'t afraid of you, you\\'re not doing your job.\" At the time, I was scared shitless. After having had a really friendly, decent high school VP, I became really angry with how she treated students.',\n",
       " 'Dont worry your winning one certain race ......',\n",
       " \"Do they hold them accountable?\\n\\nIs that what it seems to be happening in the world right now in your opinion?\\n\\nI don't HATE corporations per se but fuck do many of them do anything to be hated.\",\n",
       " 'BuT tHe SaLeS wIlL cReAtE jObS',\n",
       " 'Because dear leader said so. That seems to be enough for a lot of people.',\n",
       " \"Lower middle class is not rich. I didn't say it was poor.\\n\\n20k a year makes you poor though. If that's your bar, then ya, they rich. That's an absurd bar though\",\n",
       " 'Well that’s depressing.',\n",
       " 'Dude, HSBC in Mexico specifically designed their teller slots to exactly fit the size of the Cartel drop off cases.',\n",
       " 'Reddit gives millenials PTSD',\n",
       " 'It\\'s the \"fuck you I got mine\" mindset.',\n",
       " \"Somalia is very corrupt, I'm pretty sure there are politicians who are getting paid very well for China to overfish the waters.\",\n",
       " \"A couple states in the US are going backwards. The US, at the federal level, has not removed any woman's rights to abortions.\\n\\nThis is like denouncing the UK because a village in Ireland started to ban abortion.\",\n",
       " \"Didnt the catholic church just get caught covering up 50,000 child rapes in the USA alone. Didnt all the bishops in a south American country just get kicked out for Pedophile. That's from the leaders of the Catholic church. Some of its members are much worse.\\n\\nWill this being said like I said earlier every religion has their nutjobs.\",\n",
       " 'Credit sucks so go for it is my attitude',\n",
       " 'I believe the words of this honorable man who is of exceptional credibility.',\n",
       " 'Did you forget about the Scottish?',\n",
       " \"&gt; leading to some weird cases like pork being completely banned from schools.\\n\\nHonestly, right choice for the wrong reason. Having kids eating vegan and getting used to vegan eating at school isn't a bad thing.\",\n",
       " \"Yeah, my parents are retired, with a house in a great location that is now worth tons. They have a cottage out of town and they go to Mexico 4 months a year. Me and my fiancee are trying to buy a house but they are extremely expensive, and we haven't had a wedding yet cause who has money for that shit. Thank God we don't want kids.\",\n",
       " \"&gt;The high prices we pay in america makes it so corporations fun research here.  \\n\\nMultinationals do research regardless... That's how they made it to multinational status...\",\n",
       " \"Reagan wasn't president in 1971. If you think presidents really behaved better do some reading on Lyndon Johnson.\",\n",
       " \"Trump was a way more awful candidate but that didn't stop him from winning.\",\n",
       " \"I'm glad I got the shit beaten out of me over your/you're and there/their/they're. It was like, the main focus of 3rd to 8th grade language arts. I don't know how people don't know the difference\",\n",
       " 'like who? the neo-nazi terrorist groups?',\n",
       " \"If we can't make our psychopaths loving and helpful, how can we keep inherently psychopathic machines that way?\",\n",
       " \"&gt;People on here are acting like a total kowtow to China is the only sane option\\n\\nWho is? What people are decrying is arrogant hamfisted stupidity that seems to be obsessed with coal and steel like it's 1880.\\n\\n&gt;though I think TPP would have been a better approach \\n\\nYes, that was the point of Obama's work, along with the BIT to limit forced technology transfers. But that seems to be dead now. Perhaps retreating from arrogant hamfisted brinksmanship back to this better approach appears like kowtowing, may be too late now I guess.\",\n",
       " \"It is just for the victims and it removes criminals from the world. The standard for the death penalty should be higher and it should include video evidence, photographs and even audio recordings. But I believe that terrorists and school shooters should be awarded the punishment. One example where I would support the death penalty is Christchurch mosque massacre. Same with Marjory Douglas school shooter. \\n\\nI want to ask you that if we had a way to determine with 100% accuracy who the murderer was, would you support the death penalty? It's a moral question.\",\n",
       " 'Interesting situation. No one would have batted an eye if the disease didn’t swoop through. All these pigs were destined for the chopping block at 6months regardless.\\n\\ncan one say they really care about pigs yet pay for them to die at the store or restaurant? ������',\n",
       " 'I read this with a \"bitch please\" accent',\n",
       " \"Yeah they're all a bunch of dick heads whatcha want me to do about it\",\n",
       " '[Citation needed]',\n",
       " 'Toronto is not the world. What you call fuck ups many of us call successes. Some of those scandals have been debunked, such as SNC Lavalin. The carbon tax is a great success.',\n",
       " \"because the only reason most companies invest time and money into developing new techs is because they'll have exclusive rights to them?\\n\\nI swear to god people don't understand basic economics.\",\n",
       " \"But you can show those breasts on the internet without trouble. How are these things comparable at all? They're not. FCC regulations are not the same thing as free speech violations. \\n\\nAnyway, when was the last time broadcast television was relevant? 2007?\",\n",
       " 'No.. But if Iran is actively trying to destroy Israel as a whole. Israel will respond with nukes. Its one thing to say you will attack a country.. Its another to say you will destroy it competely.  Israel has always made its stance in this matter clear.',\n",
       " 'Jesus. Stop complaining about the world you’ve been born into and start doing something to change it instead.',\n",
       " 'I wonder from what part of this world these tourists came from.',\n",
       " \"It's a ridiculous stance at face value, but then you have to deal with people who treat it like a reststop bathroom.  I even once had a coworker while I was working the the food industry that would shampoo his hair in the restroom at work.  Looking back, I'm pretty sure he was homeless at that time.\\n\\nOf course the next undesirable escalation is the drug users who use public restrooms to shoot up.  Making restrooms public is a big responsibility because a fraction of the public with undoubtedly abuse the privilege.\",\n",
       " \"Note: the EU parlament had the full power over the process. If they had united behind a candidate, there would be no way we would be in this mess, they could have literally forced the Rat to nominate their candidate. Basically 'nominate this one, we will not vote for any other'. Period.\\n\\nInstead they bickered and were not able to. Thus we are now left with this bad play of candidates that are the lowest denominator. Von der Leyen is a discrace and should have been removed from her office as minister of defense months ago. Same with Lagarde.\",\n",
       " 'No worry, it landed in Washington, wearing a red cap, orange hair and diapers.',\n",
       " \"The CO2 level in the atmosphere was way higher than right now or what it will be in 2100 byy changing nothing to our way of life and Earth didn't went into a runaway greenhouse effect so why should it now.\\n\\nI'm not saying climate change isn't a catastrophe but if you look at the CO2 over millions of years, we were in a very low point so what we are putting back in won't even make us reach the previous high levels (but doing it change the climate so fast that life will have an hard time to adapt hence an extinction event where a lot of species will die).\\n\\nEDIT: here is a graph showing it https://e360.yale.edu/assets/site/Capture8trimmed.jpg . Currently we are at 400ppm and the various line from here are various model where RCP8.5 is the model where we keep consuming exponentially (assuming we find enough new oil source to keep doing it which seems not possible) so even the pessimistic RCP6 where we keep increasing the emissions until 2070 don't put us above 1000ppm which was shown 50 millions years ago (this is still a +3 degree C scenario so very bad for us)\",\n",
       " 'Why the FUCK would anybody travel to Egypt?',\n",
       " 'So almost firing someone is as bad as doing it?\\n\\nAgain, ONLY if the person on the chopping block even knew it was ordered, WHILE it was still ordered.  If he said, “fire him!”  even with the intent of obstructing, and then decided against that in the same meeting, long before anyone one the mueller team would have heard it, then it can’t have been obstruction.\\n\\nEdit: if there was no *possibility* that the “order,” could have ever hindered any facet of the investigation, and no one followed through on it, then literally nothing happened legally.',\n",
       " 'need robux',\n",
       " 'China Plus One strategy has been around for decades. It was established to easily shift manufacturing away from China if/when costs exceed a specific point set by each company. \\n\\nFor example, Fast Retailing Co in Japan has been shifting manufacturing  away from China for quite some time. Executives cite increases in workers wages.\\n\\nCompanies like Dell have also been investing heavily in Vietnam in hopes that the country will be a replacement for China. There are also rumors of attempts in South Africa ([BMW has an award-winning factory there](https://autoweek.com/article/car-news/best-bmws-arent-built-germany)). But Japanese companies have concerns about the safety of Japanese employees that would have to work there. It’s unknownif US companies share those concerns.',\n",
       " \"I don't, I can understand why people do.\",\n",
       " \"No it isn't, there is no evidence that more taxes decreases wealth inequality or even helps the lower class. The number one state in the nation for adjusted poverty is California, which also has one of the highest tax burdens.\\n\\nPlease try use facts and evidence the next time you say something instead of just regurgitating bullshit you've heard in your echo chambers.\",\n",
       " 'Normal people too. There simply needs to be a way to make sure they can safely use and store their guns.',\n",
       " 'A \"welcoming\" and \"accomodating\" demeanor is somethimg jesus would have never stood for',\n",
       " \"Yeah because me bringing up my position them immediately getting downvoted and insulted seems like a good basis for constructive conversation.\\n\\nI wanted a president with a spine and someone who would help the economy, bring attention and action to illegal immigration and get the US out of stupid wars. He's done a lot more than I expected out of him if I'm honest.\",\n",
       " 'Or, break the little pissants restraint so they cross the line and something productive can be done.',\n",
       " \"I can't read the article as it is behind a paywall so I can't find all the details about what was going on.\",\n",
       " \"No, that isn't fixed. It's wildly inaccurate, especially this part:\\n\\n*stopping the public from knowing about the extent of global warming*\\n\\nThey didn't stop the public from knowing about the extent of global warming. By the time the Exxon study was done, scientists were already warning about what was going to happen. It was already mainstream in the media. Exxon probably conducted their own study hoping to come up with different results, and when the arrived at the same results they decided to hide the fact that the found the same thing to limit liability. \\n\\nTo me you sound pretty young and you probably don't remember when this stuff was happening, so I can't blame you for not knowing. But ecological awareness as a fad seems to come and go. It was big in the 1970s (even before I was born) and was still around in the early 1980s. \\n\\nWhen I was a kid in the early 80s, there still seemed to be more environmental awareness than there is now. For some reason it was very popular then, probably because of 2 oil crisis that we went through and the recent environmental movement.\",\n",
       " 'Damn it, he will have to kick back his kickbacks.',\n",
       " 'Aside from liberal Western countries, just about every other country in the world treats illegal immigrants much worse than the US. Where are the protests against them?',\n",
       " 'I felt your smug smirk at the end. I FELT IT.',\n",
       " 'Lol just an idiot, got it.',\n",
       " 'At least it makes sense. You do understand that the British declared Australia as \"Terra Nullius\" thereby denying the existence of Australian aboriginals?  \\nIt is a highly offensive term and if you had any idea about the history of it you wouldn\\'t be making such uninformed(or incomplete) comments.',\n",
       " 'I\\'m still waiting for an intelligence assessment that wasn\\'t \"interpreted\" by this administration of liars. That\\'s what we all should have done in the build-up to the Iraq war. Remember?',\n",
       " \"That assumes it gets cold at night, which isn't the case often\",\n",
       " 'No beer, no beer hall putsch.',\n",
       " 'Party elections are not federal/government sanctioned elections! Like the government is not involved at all in party functions.',\n",
       " \"Don't know how other countries are but adoption in America is freaking hell.\",\n",
       " 'Having multiple wives should be a judeo christian value iirc\\n\\nTrump is on the right track',\n",
       " 'Youre telling me to get outside of my bubble as I, a conservative, post on reddit. Can you seriously be that blind?\\n\\n&amp;#x200B;\\n\\nAnd what makes you think [factcheck.org](https://factcheck.org) is unbiased? Let me guess...based on another fact checker telling you lol? They are a UPENN, Philly/DC think tank, if you dont they they are liberal youre delusional.',\n",
       " 'The best way to get people out.',\n",
       " 'You can but the data is sent encrypted so even though you can see something is sent you cant see what it was. it very well could be recording tts onsite and sending chat logs and the like when \"active\"',\n",
       " \"&gt; You sound rational and stable.\\n\\nWell, I've left previous employment when it became clear that they were putting ethics to the wayside, so yes, I would hope so.\",\n",
       " 'Your post is full of moving goalposts and constructed strawmen, none of which addresses any of my argument or post. You aren\\'t arguing in good faith. I have better things to do with my time than to continue this.\\n\\nI will say that there is no such thing as \"monsters,\" and dehumanizing other human beings is the root of some of the most egregious atrocities in human history. You might want to reconsider the practice.',\n",
       " 'Nixon also improved relationships with other countries but he was still a shitty president. Why aren’t we impeaching Trump for the same reasons?',\n",
       " 'Yeah, that amendment also makes it nearly impossible to get rid of Citizens United.',\n",
       " 'Some day I hope my fellow Americans can remember how to have a spine',\n",
       " 'I was almost thinking your a sensible person till the end of that lol. Fucking hell religion is the greatest lie and most powerful tool to influence wealth on earth.',\n",
       " 'Geo Engineering will save us!',\n",
       " 'Actually the consensus is not an opinion poll of climate scientists (which would still be a *very good reason* to accept the reality of global warming and climate change) but of *scientific papers.* In other words, it is the consensus of thousands of experiments conducted!',\n",
       " 'Lol dude. You’re just making up problems',\n",
       " 'There are an extraordinary amount of issues that generally have one good side and one bad side.',\n",
       " \"and yet people vote right-wing. like, why? don't people get they literally do not represent their voter base and only exists to line their own pockets and the pockets of their friends and family?\",\n",
       " 'Shouting at their glans?',\n",
       " '\"See my vest, see my vest!\"',\n",
       " 'No what I linked to is fact, you have an opinion only',\n",
       " 'Chivulgar Square\\\\*',\n",
       " \"Nah, just one quick little nuclear winter will solve the global warming problem. Oh wait, no you're right, We're fucked.\",\n",
       " 'Some possible side effects of different vaccines \\n\\n* More serious reactions, such as seizures, non-stop crying for 3 hours or more\\n* Long-term seizures, coma, lowered consciousness, or permanent brain damage \\n* Any medication can cause a severe allergic reaction\\n* There may be a small increased risk of Guillain-Barré Syndrome (GBS) \\n* Deafness\\n* Infection of the lungs (pneumonia) or the brain and spinal cord coverings (encephalitis, meningitis)\\n* hives, pain in the joints\\n* Intussusception is a type of bowel blockage that is treated in a hospital, and could require surgery\\n* Swelling, severe pain, bleeding and/or redness in the arm where the shot was given \\n\\nI think you get the point. Obviously it almost always makes sense to get the vaccines \\n\\nhttps://www.cdc.gov/vaccines/vac-gen/side-effects.htm',\n",
       " 'He needs his ass burnedtttttt',\n",
       " 'Nice !',\n",
       " \"It's not if you say it's due to a conflict (according to Barr's testimony, that is)\",\n",
       " \"Well, you weren't alone. When 3 people misread something, it could probably be clearer.\",\n",
       " 'Humanity literally at its worst.',\n",
       " \"You're literally blaming France for terrorists in other areas of this thread\\n\\n&amp;#x200B;\\n\\n[https://www.reddit.com/r/worldnews/comments/bsiwjr/lyon\\\\_explosion\\\\_blast\\\\_rips\\\\_through\\\\_shopping\\\\_street/eoo7kgi/?context=3](https://www.reddit.com/r/worldnews/comments/bsiwjr/lyon_explosion_blast_rips_through_shopping_street/eoo7kgi/?context=3)\\n\\n&amp;#x200B;\\n\\nI can see what type of person you are.  Too bad the bombs didnt get you.\",\n",
       " 'So I’m not knocking the tree thing. I love trees. But can someone explain why we haven’t created an alternative?',\n",
       " 'There isnt really that much soil on greenland, feeding the world there would be hard.\\n\\nI lived there for a year or so, I would love to go back, just not under those conditions.\\n\\nIt really looks and feels like another planet, the midnight sun, constant airoras and windswept icefields with snow covered crags across the horizon, people are rare there, you could play half an hour out into the wild and never see a person.',\n",
       " \"Shoebomb was used as a justification to make us take off all of our shoes. It is not clear to me that someone could wear a shoe bomb as a sly way to get it through security. Fox news didn't help and they made it look like a farce.\\n\\nit looks like the liquid airliner bomb plot was all about sneaking in liquid materials disguised as soda.\",\n",
       " 'Yeah, they elected non socialist/leftist leaders! The must be nazis!',\n",
       " \"How about actually objectively examining the evidence instead of ignoring things that don't fit your personal ideology...\",\n",
       " \"Protests don't do anything in russia besides get you arrested\",\n",
       " 'Because no one cares.',\n",
       " 'Why did Ben Shaprio murder my entire bloodline',\n",
       " \"&gt; That one the UK backs. It didnt have to, it chose to.\\n\\nRight, just as they chose to fuck the public over in all countries by voting for the very thing that you said that the UK would be free of. They chose that. Just as the voting public chose its MEP. That's democracy.\",\n",
       " 'It is.  The Russians didn’t plant the story, they used the conspiracies already circulating.\\n\\nConspiracies surrounding him happened that day.',\n",
       " 'How can we trust you guys when you started 2 world wars? Only partially joking ��',\n",
       " \"Hi _o_aine. It looks like your comment to /r/worldnews was removed because you've been using a link shortener. Due to issues with spam and malware we do not allow shortened links on this subreddit.\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*\",\n",
       " 'Not really JPMorgans responsibility at all.  Are they expected to inspect every package that a third party puts on a leased asset?   Noone does that.  That is not a thing at all.',\n",
       " 'https://www.google.com/url?sa=t&amp;source=web&amp;rct=j&amp;url=https://newsok.com/gallery/6033018/donald-trump-rallies-at-oklahoma-state-fair&amp;ved=2ahUKEwj8htjB0v3hAhVDQq0KHfOfC7UQFjAAegQIAhAB&amp;usg=AOvVaw2iDT_1LsjYPLyzh_QYPnfi',\n",
       " 'Tony Abbott pls..',\n",
       " \"Oil prices are a world market.  What you pay is based on how much London, Tokyo, etc. pay, not just on local supply.  A change in supply anywhere on earth will affect you no matter whether any of that oil would ever end up in your nation's supply.\",\n",
       " 'more than 90% are because it was unwanted or inconvenient',\n",
       " 'This scene from The Pacific implies civilians were forced at gunpoint: https://youtu.be/ztvmUXkS5h0',\n",
       " \"&gt; they totally ignored Hilary’s crimes, and do nothing about masked thugs in Portland....\\n\\nLol, dude don't have a stroke.\",\n",
       " \"I think you're responding to another commenter. I'm not from Michigan, so I can't give you any precise information. You asked for sources about voter roll purges and I posted a couple. If you want more, the same internet's available to you as it is to me.\",\n",
       " 'I am a RN who has experienced exactly what you have described.',\n",
       " 'I mean i figure if you know it doesnt workdad you wpuldnt choose it.',\n",
       " '&gt;totalitarian freak shows who want to control society on every level \\n\\nYes, indeed. That\\'s why I believe women\\'s have the last say until it\\'s out of the womb. Or limit it a month or 2 before if its for \"personal reasons\" and not a legal or health related one.\\n\\nWhat you\\'re basically saying is if a teenager is raped and falls pregnant we should just trust *your* assumption that the baby\\'ll turn out fine? \\n\\nAnd then you went ahead and tried to call my totalitarian. \\n\\nHypocritical and pathetic.',\n",
       " 'We have no balls.',\n",
       " 'Wait, just to be clear, are you advocating for actual socialism?  Not \"the government does things\" socialism, but actual socialism.',\n",
       " 'I studied ecology in college a decade ago. It was widely accepted that a mass extinction was ongoing back then.... these journalists should be ashamed for framing this as something happening in the future.',\n",
       " \"I agree. The human problem is what we face every waking moment, and it consumes us all the time, so it's by no means trivial, except in comparision to the world we live in, die out one species, one biome at a time. \\n\\nAnd we aren't going to solve the human problem. It has nothing to do with governments and policies. We are biologically designed to be tribalistic, we are designed to blame other countries for all the mess they make, and so on and so on.\\n\\nSimply put, yeah, nothing's going to change.\",\n",
       " 'Canada will buy their retired ones at 10x face value!',\n",
       " 'Our city passed an ordinance to that effect but the conservative state legislature nullified it.',\n",
       " 'Michigan does this well, 10c on all carbonation drinks.',\n",
       " 'Nothing. Why does the existence of a story have to carry an inherently negative connotation?',\n",
       " 'It will, but mostly becase majority of Irans military is alot more religius than the Iraqies was and they havent been molested by the US military the same way as Iraq from desert shield and storm and the following no fly zones. And they have been paying attention to Iraq wars, they will not meet us in the open fields but rather in the cites. It will be nasty',\n",
       " \"Almost every Israeli I've met has been able to speak English pretty well by the end of middle school. Not to mention a lot of their media is American with Hebrew subtitles.\",\n",
       " \"The poor will also probably be the first to get fucked throughout our incoming climate disaster so. In particular on a global level. We're going to see a migrant crisis in the hundreds of millions, I have no doubt. Can't wait for the wars and xenophobia that will cause! \\n\\nSo much easier than just admitting we have a carbon problem and designing a more sustainable future, right?\",\n",
       " 'A welcome change after 2 years of the entirety of r/politics claiming every other user was a Russian one.',\n",
       " 'Scuse me while I ignore you and keep fucking the planet.',\n",
       " 'i enjoyed it.',\n",
       " '[Blast from the past...](https://i.imgur.com/9ICupNO.jpg)\\n\\nEverything is OK!',\n",
       " 'You’re beyond sad.',\n",
       " \"Originally just pointed out how different countries have had different animals for transporting humans. Donkeys, Camels and Elephants were important mode of transport in Asia.\\n\\nElephants were revered and treated well in the past in India. Then a famous King introduced them in warfare and surprised his enemies. It became a part of a King's Court in the country. Not to mention, Indians have a God in the form of an elephant and thus even today every major Temple has a resident elephant, rather treated in chains in an enclosure all the time - which no one talks about in this day and age unfortunately to free them and take them back to the wild or sanctuaries.\\n\\n Anyway, hence tourism industry got this idea of foreigners riding Elephants and it has led to this condition now sadly.\",\n",
       " \"Any healthy diet requires planning and is easier to fuck up. Good health isn't a passive task, especially in America, where animal products are engrained into EVERYTHING.\",\n",
       " 'Welp, time to go read some gay furry erotica out loud.',\n",
       " \"if we don't cover it up, we can't build anywhere anymore.\",\n",
       " 'Is it true that Bad Bunny is now running for governor?',\n",
       " \"As an added benefit, there's also the fact that any long term plan for any nation or corporation is contingent on the assumption that there is an inhabitable planet on which to conduct business. This breakthrough would be one of the fastest paths to ensuring we make it through the century intact.\",\n",
       " 'ok im waiting',\n",
       " \"They do if they're fabric. The footprint of those is massively higher than single-use plastic bag(hundreds of uses, some sources even claim into the thousands), and most people don't use their cotton totes that long before they get a hole in them(or a handle ripped off, etc...and no, the average consumer is *not* repairing this, the bag just goes in the garbage when it breaks) and get thrown away. The plastic reusables sold in the grocery store aisles need to be used 40~ times to reach impact parity with a single-use plastic bag. But they're very flimsy, and most are used only a handful of times before they fall apart.\\n\\nAnd keep in mind that those numbers are just to break even with the status quo. If you want to actually make a difference, you'll need to be using them for significantly longer. Plastic-based reusables seem like a poor choice in that scenario, as they just won't last for longer than a month or two of regular use before they break(and might wind up getting thrown away much sooner, for example if meat leaks on trip #2, since you can't put them in the washing machine). Fabric bags are a good choice if you're handy with a sewing machine, but so many people aren't. Most of us don't even own sewing machines. I'm lucky in that I do know how to use one at a basic level, but I don't own one. My mom owns one, and a coworker owns one, and those are my two choices if I want to sew or repair something.\\n\\nIt's not what people want to hear, but the numbers suggest that, if you don't have the ability or motivation to care for a fabric tote(so easily 50%+ of the population, remember we're working with reality and not the ideal), single-use plastic is the most efficient choice provided you dispose of it properly(recycling, or reused in place of another plastic(trash liner, pooper scooper, etc)). And *nobody* should be using paper.\",\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"Heavy metal poisoning look it up they have to run your blood through a dialysis machine specially designed for this purpose   The liver cannot break it down on its own it is stored in the fatty tissues.\\nI just looked it up 80% of mercury absorbed by the body is retained by the body some Mercury compounds break down into other Mercury compounds but it's still Mercury that is retained.\\nProlong contamination causes brain damage because it easily passes through the blood brain barrier\",\n",
       " \"Taiwan isn't concerned about their position? Once upon a time they could have fended off an invasion from the mainland, but no longer.\",\n",
       " '#NextSocialistHellhole',\n",
       " 'Are you really this stupid that you don’t understand the difference between child porn and gory images?\\n\\nThere will be multiple babies fucked bloody tonight because of that industry you sick fuck.\\n\\nBut oh no, someone expressed a political opinion about migrants! We must stop them so that they don’t turn everyone racist! Meanwhile let’s let in a bunch of poor brown people from countries with different values and put them in shitty camps, that will certainly improve race relations and make people less racist!',\n",
       " 'I honestly don’t think so. I work for a sister company who never bought into the offshoring nonsense and know what problems there have been moving to Mexico.  They are already losing their ass. Less than 50% 1st pass yield has a tendency to do that. \\n\\nDo a bit of investigation into American Manufacturing before making a statement without some knowledge. Reshoring is happening in most every durable manufacturing segment. One other example is appliance manufacturing by GE in KY. Not to mention the investments by Kia, Mercedes, VW, BMW in the US South. Oh yes bad due to no unions, abortion, whatever.',\n",
       " '/r/comedycemetery is that way, tiger.',\n",
       " 'What are you on about lol. You sound like a teenager here.',\n",
       " 'reminder to hate immigrants for drugs and not the actual source of them, overseas shipping containers like these. don’t forget what’s truly important: strongly opposing the existence and success of the brown people.',\n",
       " 'Well...got caught laundering money for Russian oligarchs and a myriad of other financial and regulatory scandals. No wonder they were the only bank that would loan money to Frump.',\n",
       " \"That's option 1.  In the west we could consume less (but not equally without killing folks), but Africa and China both need to consume a lot more if we are going to lift them out of poverty and provide for the basic necessities of life for their populations (which as a necessary consequence means allowing their upper and middle classes to consume a LOT more).\",\n",
       " \"You gotta love these comment sections.  Contrarians coming out the woodwork to take the side of whatever-the-fuk, just to feel like they're elevated over social norms.\\n\\nLike popular opinion is going to pivot on their comment, and we'll all just say\\n\\n&gt;Ya know, people *should* be allowed to date-rape their customers with their political agenda.\\n\\nComing from someone who largely understands, disagrees with, and acts against the abysmal conditions of the US agriculture industry... if you're the type that actually thinks it's okay to be disingenuous with the materials someone paid for and ingests, then I hope you enjoy [the same diet as the Yelpers](https://www.youtube.com/watch?v=pDlR_ccnZww).\",\n",
       " \"I answered where the line is for what is criminal. I then went into more detail about what the law would be like. Again, mandatory report laws are crap. The culture is more important than the law, and the place our culture would go would be, most people who suffer a miscarriage are treated as people who've been through a loss, and only if there are obvious signs of foul play do people bring in police activity.\\n\\nHow is this bad faith, and not just poor lines of communication?\",\n",
       " 'Waits for the 5g tin hat brigade',\n",
       " 'The trouble was, it was impossible to calmly sort it out without massive political and economic damage. None of them wanted to admit this because it contradicted what the leave campaign said in the referendum. Any government would have failed given those circumstances.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'Your country is the sixth or so largest economy in the world. You have more negotiating power than just about every country. The US and the UK have a special relationship and have had for centuries. It is completely possible, and likely should the UK leave the EU, that the two countries can agree to a trade deal that greatly benefits both countries. The US will not let the UK fail.\\n\\nIn regards to \"the same deal you have gotten before\" that is entirely the EU. They cant afford to let the UK leave because the system will struggle greatly without the UK\\'s economy being apart of it. They are trying to be stubborn and not concede any ground so that the UK doesnt leave. Should the UK leave still, even without a deal, then the EU would want to get a trade deal just as much as the UK would. You only have to get to that point.',\n",
       " \"Good job for missing the entire point of my comment. Why the fuck are you focusing on something as insignificant as what's most likely an autocorrect issue? Because people like you are doing everything in your power to sensationalise everything he does. I'm not from America and I've made plenty of comments regarding trump and the multiple times he's made a fool of himself but seriously this is pathetic. This should be posted on enoughtrumpspam or something. If you think this is front page worldnews worthy, you're a joke.\\nFocus on things of actual importance. You're just as bad as the trump supporters getting outraged over stupid shit and this makes you look just as idiotic.\",\n",
       " 'Well said.',\n",
       " 'You\\'re right that they have the same root, but wrong that they\\'re the same thing.  \"Colored\" is derogatory slang originating from souther white racists.  \"People of color\" is a term coined by civil rights activists to refer to their own demographic and other non-white groups collectively.  The former is a lot more likely to offend someone.',\n",
       " 'Down voted you. Need a more intelligent argument without insults.',\n",
       " 'It has to do with the fact that you likely get your impression of a 1.5 billion people country from a few news headlines.\\n\\nI’ve been there. I didn’t see/hear/feel people were being gutted... simple as that. \\n\\nI don’t report to any one in PRC. Sorry.',\n",
       " \"Man, uneducated vegans never cease to amaze me.\\n\\nPizza that I eat is whole heat flour, cheese (no.. saturated fat is not horrible for you, you've been lied to), a couple veggies, tomatoes and a meat. Literally none of those things are bad for you, and every one of them contains a shit tonne of nutrients.\",\n",
       " \"The timeline on Iran's ability to build a nuke changes based on whatever is needed to support the person who brought it up's argument.  I agree that they're a long way off.\",\n",
       " 'However, in the past 60 years bavaria wasn\\'t really pushing anything in that direction. Bavarias biggest party was part of the ruling parties for a big portion of that time, yet it\\'s ties to the church (or it\\'s \"values\") kept it from making any moves in that direction.',\n",
       " \"Had a feeling it wasn't over.\",\n",
       " 'Hi redhatGizmo. Your submission from haaretz.com is behind a metered paywall. A [metered paywall](http://en.wikipedia.org/wiki/Paywall#.22Soft.22_paywalls) allows users to view a specific number of articles before requiring paid subscription. Articles posted to /r/worldnews should be accessible to everyone. While your submission was not removed, it has been flaired and users are discouraged from upvoting it or commenting on it. For more information see our [wiki page on paywalls](/r/worldnews/wiki/paywalls). Please try to find another source. If there is no other news site reporting on the story, contact the moderators.\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'Maybe I can get a job teaching in Mississippi.',\n",
       " 'News?',\n",
       " 'I can’t think of any off the top of my head, but it’s certainly possible (I’d like to hear what you might be worried about). I don’t think any system is utopian, but a system that is run by people looking for a sustainable way to live will still be a massive step up from a system run by shareholders looking for a profit through any means necessary',\n",
       " \"Stay classy Reddit. Economic growth? We'll use absolute terms because it makes China look good. Pollution? Nah bruh, we are going per capita because it makes China look good.\",\n",
       " \"So you are effectively advocating for the US to somehow become a pseudo-world dictator in charge of maintaining peace around the world through the threat of war, if I'm understanding it properly. This would go hand-in-hand with the rest of the world's countries to change their systems of government, because somehow democracy intrinsically prevents I guess. \\n\\nSo what should the US do when a country doesn't want to convert to democracy or a system of government that doesn't parrallel American capitalism for whatever reasons, does the US somehow step in to force a change against the will of the citizens of the country?\\n\\nWhat if a democratically elected leader chooses to go against the wishes of the US and seeks to establish their own base of power or influence that may oppose the US somehow?\\n\\n History has demonstrated over and over again that ruling by whoever has the biggest stick is a system favors those with power to the detriment of those without. The point is, the US cannot fundementally answer these two questions as the world's police without breaking its own principles and starting wars to create peace (figure that one out), but you don't need to be a galaxy brain to realize that american cops suck :P\",\n",
       " 'If you’re asking if things will be perfect, I can’t say that. Hamas won’t disband, they will continue to be a political and military force, as they’re entitled to be. The IRA continues to be a political force in Ireland after all. The issue is whether they will be attacking Israel. I wouldn’t expect the IDF to disband either. Like in Ireland, you will have an imperfect but acceptable peace that people can live with. Why wouldn’t you? \\n\\nAre you saying Arabs have some genetic predisposition to fighting Jews? Why wouldn’t they accept an outcome in their best interest?',\n",
       " 'It can kill babies https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5687501/',\n",
       " 'Nuclear',\n",
       " \"Democrats want open borders and for illegals to vote. I've never wavered on that. My whole point is that they don't overtly say it, they dog whistle. Do you often find reading comprehension difficult? I genuinely don't want to insult someone with a learning disability.\",\n",
       " 'long Canada laws\\n\\nNow imagine Sander wins. Can you imagine how much less research we will have for new treatments and drugs? US is financing those pretty much for everyone.',\n",
       " 'Probably not with the amount of unreported rapes.',\n",
       " 'Actually, I always go for free shipping assuming it’s less polluting and slow. It still usually involves planes.',\n",
       " \"To be fair, they're only a minority by a slim margin. Donald Trump, who has repeatedly asserted that he doesn't believe in climate change because winter storms still happen and that climate change is a Chinese hoax, just posted his best polling numbers of his entire presidency.\",\n",
       " \"There are other factors for sure. For example, people rarely bbq in winter and can't use a clothesline to dry laundry. \\n\\nDoesn't change the fact that the whole country isnt using natural gas to heat their homes.\",\n",
       " 'Except they do if you’re the one reporting the facts\\n\\nI’m not conservative, which I’m just pointing out in case you think my feelings were hurt by the comment I replied to',\n",
       " 'Nope its quite well documented. The firewall is quite flimsy and VPNs are common. Nearly all my friends know about it.\\n\\nThing is even among my very liberal minded pro democracy friends there is zero sympathy for these protests. There is infinitely more sympathy for the Taiwanese people and their causes than for the Hong Kong people. Like I said before the relationship is that bad.',\n",
       " 'If Illuminati would be good at their jobs no one would take Illuminati seriously and would consider none-existent',\n",
       " \"You are the only person here being passive aggressive and if you're so biased you won't even click links to Nature and PNAS articles then you're too stubborn to really spend the time on anyways.\\n\\nIt's easy to close your eyes to what you don't want to see, but it doesn't make it right.\",\n",
       " \"Iran's current arsenal doesn't include missile capable of +Mach 2, so yeah with few dozens of kilometers it's doable\",\n",
       " \"&gt; It did not. The General Assembly recommended a split that was never enforced and has no legal authority. They even said themselves it was a recommendation, not an authoritative declaration.\\n\\nSubsequent security council resolutions backed up 194. It was the clear consensus of the international community.\\n\\n&gt; Now you're just making shit up.\\n\\nNot an argument. \\n\\n&gt; No, it isn't. It has offered Palestinians self-determination at least 5 times in the last 20 years alone. It is Palestinians who refused peace each time, not Israel.\\n\\nSo Shlomo Ben Ami didn’t say they offered a bad deal in 2000? Did negotiations not continue at Taba till Israel refused peace and pulled out?\",\n",
       " 'at this point, to not give a fuck is ignorant',\n",
       " 'As someone from a country in Africa... T-minus 3 years until corruption has it all sold to China for pennies on the dollar. By “it” I mean everything and by “all” I mean Africa’s future too.',\n",
       " 'Like a moth to a flame...',\n",
       " '*Great Leap Forward 2*',\n",
       " 'https://www.youtube.com/watch?v=3rypX_nQ4B4 \\n\\nthis is what happens when you vote bibi.',\n",
       " \"cLImAte CHangE iSN't ReAL\",\n",
       " 'Jesus. Vegan diet is not healthy for kids',\n",
       " \"WW3 didn't happen because Vasili Arkhipov refused to launch a nuclear strike without surfacing to confirm the situation and receive orders from Moscow. If he, as flotilla commander, hadn't been present on that sub (B-59) during the Cuban Missile Crisis, the captain and political officer would've been the only votes need to launch. And they agreed to launch.\",\n",
       " \"Legally speaking, these are clearly defined terms. It's Germany, you're talking about here after all. \\n\\nEverything must be neat und tidy!\",\n",
       " 'America: hold my beer',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"It's so secret it's in the guardian ��\",\n",
       " \"This isn't what communism is lol. Wtf are you talking about?\",\n",
       " '“Yeah any day now. War with Iran”\\n\\nRepeated for the last 38 years. Yep. You got it figured out! Tomorrow or the next day. I’m sure of it!',\n",
       " 'They should definetly do something about that. I almost had two accidents because some idiot in front of me stopped suddenly to take pictures of an accident. It happens way too often here in germany. Can‘t speak for other countries.',\n",
       " 'How much does a \"small\" boat like that cost? Would love to buy my own boat and get into import/export.',\n",
       " 'Well not anymore, and honestly the republican congress is basically trumps congress, not the other way around. Basically we gotta trust our fellow human beings. I don’t so that’s why I want congressional term limits lol.\\n\\nOur power comes from putting them in power. Without us, their position means nothing, that’s why they campaign so hard',\n",
       " 'Shut up, child rape Trumpologist.',\n",
       " \"What if the Saudi's make nuclear bombs?\",\n",
       " 'Seems you think the same as OP. \\n\\nRussian troll confirmed.',\n",
       " 'So I repeat, impeach him now.  This has gone into year 3 and it’s pretty obvious they have exactly jack.shit that is actionable.  The sweet part of this whole thing is Trump is paying it to his favor for 2020 and Ginsberg will be gone before 2024.  The SCOTUS will lean right until 2045 at least.\\n\\nBTW watching Mueller was a hoot.  The Dems put their future in the hands of a guy that didn’t seem to know where he was and what the report actually said.  I was waiting for him to ask where his pudding cup was.  Pillar of virtue and honesty maybe when Eisenhower was president.',\n",
       " \"It will have to be electric cars because we ain't taking public transport .\",\n",
       " 'I think the Iranians are not very smart if they are messing with the US again',\n",
       " 'So you just accepted that the US is as shit as Iran and Russia. Glad we agree.',\n",
       " \"Theres been a few terrorist attacks in the region  and a couple of riots but it's hard to get accurate info cause you know china. But that region has been a problem for the ccp for a long time due to the large Muslim population and their resistance to the goverments attempt to assimilate them by sending in Han chinese immigrants.\",\n",
       " 'It is. But all those people can be charged any moment. They’re all legal criminals now.\\nKremlin is just lenient on protests outside capital.\\nIn Moscow whole bunch of those would get a trip to prison overnight, leaders would get 15 days.',\n",
       " \"Socialist systems? No, people don't get to vote or take shares, nor work for their healthcare. They appoint politicians who make the decisions to have them be tax-funded and not for profit. That doesn't make them socialist (collective ownership/management), since the government/state itself is capitalist.\",\n",
       " 'Stop and think about how deranged it looks to start a post about murder and beheading with \"LOL\".',\n",
       " \"Yup.\\n\\nPeople are aware.  They either:\\n\\nDon't give a shit, or...\\n\\nThink they can't do anything about it as an individual.\",\n",
       " \"Why is that why it's so bizarre? I don't see much relevance in this statement.\",\n",
       " 'How the hell did they phrase a survey such that 1/4 people said \"I shouldn\\'t have a right to repair my electronic devices\"? \\n\\nI\\'m not saying that 100% of people would be behind specific legislation or anything, just that how the hell do you phrase a survey to get 25% of people to agree that their rights should be limited?',\n",
       " 'I did add the relevancy from the first comment but it appears you’re too daft to realize it.',\n",
       " 'Suppliers might not increase the price and absorb the cost themselves',\n",
       " \"Jesus Christ, we shouldn't even have disposable soda bottles for everyday use\",\n",
       " 'I mean, I agree with you. My point was just that if anything is “too big to fail” (obviously there’s no such thing, but) I’d say Boeing is a contender. \\n\\nAnd what I meant by contracts wasn’t that they’d be covered in this scam, I just meant they have defense spending coming their way so at least a fair amount of financial security.',\n",
       " 'It is a russian troll, already had it marked for awhile.',\n",
       " \"&gt;Israel, Saudi Arabia, UAE, and the USA are all on the same team against Iran, some for religious reasons, some for pure political power reasons.\\n\\nIt's really *all* for pure political power reasons.  It might *look* like sectarian violence, but the push behind it is entirely political.\\n\\n&gt;This makes strange bedfellows of all and leads to some pretty weird stories, like when ISIS apologized to Israel for accidentally attacking Syrian territory occupied by Israel, Golan Heights.\\n\\nWell, at that point, the last thing ISIS needed was the IDF getting involved.\",\n",
       " \" &gt;...adds so much bureaucracy to the situation that it often made it functionally impossible for the families to reconnect at any point in the future. \\n\\nThere is a huge concern that Trump's forced family separation policy at the Southern US border is going to result in a very similar problem for the thousands of children already separated from their parents/family there.\",\n",
       " \"you're a boomer. it's in your soul, even if it isn't in your birthday.\",\n",
       " 'So did Mueller.',\n",
       " 'Too many people on this planet, that we can agree on. The new green deal should expand that idea to countries with expanding population (and no way to sustain them). So, not Canada.',\n",
       " 'Don’t be confused.  Please show me an example of a successful socialist society.  That’s not a difficult task.\\n\\nI glanced at your history and I see a great deal of race baiting so I assume you are a socialist.  Those two things go hand in hand.\\n\\nLink to successful socialist society please.',\n",
       " \" I always presumed a volcano was the hottest spot on earth, but what do I know, I haven't been to any of those places.\",\n",
       " 'Pancakes and......BACON!!!',\n",
       " 'My point then and now is that there is a large gap between “exceedingly hard” and impossible. I have watched several documentaries on climbing and am aware of the death zone. I also believe that what is needed is beyond asking each climber to pack out a bit more than they came with. My suggestion is that this problem cannot be tackled in a “business as usual” manner. It is going to take some ingenuity and technology to truly tackle the problem. \\n\\nSomeone is going to have to make an investment in a private company that can come up with a method. It will be expensive and the government of Nepal and the outfitters will have to forego some profits or charge more for licensing. IMO, that is where the real challenge lies - nobody is willing to dip into their share of the pie. There is no real monetary motivation.  So until then, the climbers can just grab a few extra bottles on their way down and everyone shrug their shoulders and say that they are doing everything within their means. It’s just too hard.',\n",
       " 'I can’t speak for Canada, but I believe in the U.S. [immigration courts have long had high rates of in absentia rulings](https://www.themarshallproject.org/2017/07/30/fearful-of-court-asylum-seekers-are-deported-in-absentia) — especially in comparison with other state or federal courts in the country — with the rate for families who came in the border surge since 2014 being much higher. So I can understand people’s concerns about it, especially as backlog for these cases seems to grow every fiscal year.',\n",
       " 'Should be renamed to r/TrumpAndClimateChange.\\n\\nUseless for someone looking for actual world events instead of leftie outrage bytes at this point.',\n",
       " 'An idea can be bad without making everything else good.',\n",
       " 'Which is why the solution is to eliminate private land ownership.',\n",
       " \"LOL. \\n\\nGreat idea. Get the US to step away and then watch everyone else tear each other's throats out. \\n\\nMany of us US citizens are all for that.\",\n",
       " 'Almost every rich person in America was born into a wealthy family. Almost none \"worked hard\" to become a billionaire.',\n",
       " 'Crazy how magahats downvote literally any post that tries to present the narrative that not all Muslims are violent. Really shows how little these people actually get out and interact with people of different cultures.',\n",
       " 'They were writing about this idea at least as far back as the 1950s.  Has anyone ever made it work?',\n",
       " 'The US government is not tyrannical. And to think the US military would ever side with one shows how ignorant you are of the oath of office every member is required to take.',\n",
       " \"Depends if you pronounce it the American way as two syllables or the English/au/etc way with 3.\\n\\nAmerican works. English doesn't.\",\n",
       " 'No, we can\\'t change the course itself, but that doesn\\'t mean we need to get stuck into a pointless fatalistic mindset: \"Okay, the world is static from this point on, and nothing matters. Let\\'s just give up.\" That\\'s just confusion. The world keeps going like it used to. It\\'s *always* been determined; the only difference is the knowledge of it. \\n\\n&gt;&gt;We can change things.\\n\\nYes, we can, but how we end up changing them is determined. Determinism doesn\\'t change the way you live your life other than in terms of moral questions and other relevant matters.',\n",
       " \"No you didnt. You cowardly fire bombed their capital to inflict as much civilian casaulties as possible to weaken their spirits.\\n\\nAnd then used the first WMD to completely annihilate two cities for pretty much no reason. \\n\\n\\nBut that's ok, you have made it clear that you know nothing about history. :)\",\n",
       " 'Give that fox a medal, and Canadian citizenship.',\n",
       " \"Won't the cartels just try to kill the lawmakers that support this bill? Wouldn't it be suicide for them?\",\n",
       " 'ja tenen la foto que volien',\n",
       " \"I tried to get people on Vero but for some reason no one bites. Even though it's kinda like old instagram.\",\n",
       " \"Honestly, it doesn't matter at this point - government has purposefully obscured the truth and dumbed us down (no child left behind) in the name of profits and now we're paying for it\\n\\n&amp;#x200B;\\n\\nhumans will be extinct by 2070 and im truly glad the USA is collapsing fuck this world.\",\n",
       " 'Does water get more dense until about 4 degrees C, at which point it starts getting less dense again?',\n",
       " \"&gt;That's like saying death isn't preventable, but getting hit by a car speeds up the process.\\n\\nYou're trying to equate a random death with a natural death. In your case, you don't see it coming. Big difference. Everything dies eventually. The rest of what you're saying makes no sense, but I can see that you're a still a kid that doesn't know anything.\",\n",
       " \"And don't forget sharing your conspiracy theories with your family  :(\",\n",
       " \"Except we don't actually need to revolt to solve the issue. \\n\\nIt's not even a majority doing this to us nor is it a particularily powerful group of individuals. It's just a specific selection of greedy people living in relatively low security housing.\\n\\n\\nThe solution is very apparent.\",\n",
       " 'This is the best tl;dr I could make, [original](https://www.thestar.com/politics/federal/2019/05/09/facebook-says-far-right-anti-muslim-content-doesnt-violate-its-standards.html) reduced by 88%. (I\\'m a bot)\\n*****\\n&gt; Now, Facebook says the page doesn&amp;#039;t violate its community standards, showing how close to the line purveyors of false or misleading information can play in Canada&amp;#039;s upcoming federal election.\\n\\n&gt; Facebook&amp;#039;s community standards say the company doesn&amp;#039;t allow &amp;quot;Misrepresentation,&amp;quot; but Never Again Canada has been able to continue the misleading link redirection.\\n\\n&gt; On April 8, Facebook Canada announced that several far-right personalities and hate groups - including failed Toronto mayoral candidate Faith Goldy, the Soldiers of Odin, and the Canadian Nationalist Front - would be removed from its platform.\\n\\n\\n*****\\n[**Extended Summary**](http://np.reddit.com/r/autotldr/comments/bmzd3l/facebook_says_farright_antimuslim_content_doesnt/) | [FAQ](http://np.reddit.com/r/autotldr/comments/31b9fm/faq_autotldr_bot/ \"Version 2.02, ~399046 tl;drs so far.\") | [Feedback](http://np.reddit.com/message/compose?to=%23autotldr \"PM\\'s and comments are monitored, constructive feedback is welcome.\") | *Top* *keywords*: **Facebook**^#1 **Canada**^#2 **page**^#3 **platform**^#4 **month**^#5',\n",
       " \"Democracy doesn't depend on politicians being truthful. If you've missed this, then you've been living under a rock for a long time.\\n \\nHow simple a process it would be when they say something, and you or I get to believe it 100%.\",\n",
       " \"Look miss whack job, do you even know what NATO is? It wouldn't work without the US. It is essentially a machine that works only because of the USA.\",\n",
       " \"That's not true: https://laws-lois.justice.gc.ca/eng/const/page-15.html\\n\\n&gt; Everyone has the following fundamental freedoms:\\n(b)\\xa0freedom of thought, belief, opinion and expression, including freedom of the press and other media of communication;\",\n",
       " 'It for sure is the best that these U.S. are not leading given the amount of pro business they are. \\nBut i fear Russia and China will take more leading rolls since the EU isn‘t a unified enough and has had major difficulties in the last years. \\n\\nAlso while i agree the U.S. have done some good i can hardly overlook the selfishness it was done in and the repercussions it had, may it be globally as destabilizing the middle east by overthrowing governments and supporting the mujahideen, down to a personal level such as in my family of sending my great grandfather from US war imprisonment to Russia where he served nearly 7 years in work gulags and died soon after.',\n",
       " 'Did you seriously just try to make the argument it reduced spending based on estimates?',\n",
       " 'Where do you work,  Burger Barn?',\n",
       " 'Speaking of refusing to acknowledge points...  The point of my original post was that sponsorships are not paused on injured athletes.  Injured athletes are not able to promote the brand any more than pregnant athletes.  This suggests a double standard.\\n\\nI never said she had a \"right\" to the sponsorship money or there is any kind of entitlement.  The critique is a lack of consistency.  By your logic of being unable to promote the brand, if nike was going to be consistent with the practice, they would also pause sponsorship on injured athletes.',\n",
       " \"Hey I've seen this one before\",\n",
       " \"I'm so pleased for them!\",\n",
       " 'Coming from the goofball who thinks there is enough evidence to make an obstruction case when there was no crime committed, that’s pretty rich.\\n\\nYour excerpt from Mueller’s timely leaked letter doesn’t matter at all since the full report and context is available. Sorry that you committed 2+ years to a hoax and were completely, 100% wrong and can’t face the music.',\n",
       " \"Omg that is so goddamn stupid.  We just love corruption and hate those checks and balances don't we?!?\",\n",
       " \"It's fascinating how quickly people are to paint wild creatures acting off instinct as somehow worse than humans with free will carrying out evil acts. Who are the monsters, again? Even in this quote he got that wrong. \\n\\nHe's right in that if an alien ship came, regardless of what got off, humans first response would be lighting it up. That's monstrous.\",\n",
       " \"Actually our checks and balances are doing AMAZING all things considered. This is probably the biggest stress test they've ever received. Even the justice department has said the only reason they are having difficulty trying him for obstruction is because the people around him in the machine refused to follow his orders. He's accomplished fucking nothing his entire presidency besides stealing one senate seat. And that wasn't even him, that was the Republicans.\",\n",
       " \"he followed the main rule, so i'd say he's straight.\",\n",
       " \"Unless it's someone from a protext class, yeah. \\n\\nYou can't kick someone out for being black. But you can kick someone out for being a dick. It's really not confusing.\",\n",
       " 'Proving my point. No one should fuck with the USA.',\n",
       " 'Your whole argument to this point has been this: No serious, credentialed person argues against climate change. Everyone who has ever looked at climate change data has verified it, and, I quote, \"the people who wrote the blogs and YouTube videos you\\'re citing clearly dont understand.\"\\n\\nSo, now that I\\'ve given you a person who meets that criteria, the goalposts have been moved to: \"That\\'s just his opinion,\" even though he mentions several credentialed people who also feel the same way.\\n\\nThis is starting to get boring so here\\'s the deal. A lot of scientists work on climate change and no I don\\'t think there\\'s a huge conspiracy. I think a lot of them were born and raised on the notion that global warming is \"settled science.\" I\\'m 35 and remember being taught about global warming in Kindergarten.\\n\\nSo when scientists, who earnestly believe in something, see data that doesn\\'t conform to what they \\'know\\' to be true, they think the error is in the data and not in the theory that been taught to them since they were in diapers.\\n\\nDon\\'t think that could happen? Germ theory of disease was proposed as early as 1025, yet many of the worlds scientists remained convinced that Miasma theory was the real explanation, right up until viruses were discovered in 1890.\\n\\nImagine if there was a political motive involved. We might still be treating disease with \"you just need some fresh air.\"',\n",
       " 'Your ability to read is not great my man',\n",
       " \"I can somehow understand that on a personal level. Now my father doesn't really have a bad opinion of my generation in general, but on several occasions I had to listen to the classic 'when I was your age I already built our own house and had your sister and you'. I'm age 23 now.\\n\\nSee, I never had it bad, my parents did as much for me as possible for them. That said, maybe the reason why I don't have a house yet is the very fact, that I didn't receive an early inheritance from my father (about 200k $ worth of local currency back then) in the same way as he did from his.\",\n",
       " 'We\\'re past the point that we can pretend \"your own private property\" doesn\\'t affect those around them.',\n",
       " '*posted to a public forum \\n\\nLegally it’s no different from doing it on the street',\n",
       " \"Then a those countries retaliate against us and we will have plunged the entire world into a new great depression.\\n\\nWe are talking about complete and utter stupidity. The US will have no more allies, no more influence and over what? Trump is a moron who is profoundly ignorant of history and how the world works generally. If that weren't the case he would have never started this moronic trade war. \\n\\nThere are many good reason why we abandoned this behavior nearly a century ago and expended a great deal of our influence on crafting a rules based order. Now this fucking dolt comes along and goes right back to the old, failed strategies and just trashes the rules based order that we have spent many decades crafting because it is in our, and most everyone else's, best interests. Trump is actively working against our interests in ways that any competent person would know to avoid.\",\n",
       " \"There's a reason that Mueller was working very closely with the NY AG. Dude did not want guys to be able to walk if the corruption ran as deep as many thought\",\n",
       " 'So you disagree with the framers of the Constitution?  Or you’re still butt-hurt because your witch didn’t win?',\n",
       " \"You clearly know very little about Iran. Like Baluchistan carving out a piece? There's a million baluchis in total in Iran vs the other 80 million. Kurds in Iran are also a tiny and dispersed minority, mostly speaking Persian these days. About a third of them are Shiites and loyal to the clerics even right now. The social dynamics of Iran are nothing like Syria or Iraq which allowed tribal lines to be drawn. \\n\\n\\nI'm also convinced you're not actually in the military at all. To assert that guerrilla vs conventional is determined by the pride of the armed forces? I'm convinced you're too young to even join the army lol. \\n\\nIran's military was reformed around 20 years ago, and has spent this time preparing for an insurgency. It means decentralised command structure and logistics. It means not producing tanks or jets and instead producing everything related to continuing long term insurgencies.\",\n",
       " 'take notes america.',\n",
       " 'They need to go to war.',\n",
       " 'I leave this comment for comment dumpster divers to read. You people contribute nothing except to spread absurd conspiracy theories. Or were you hoping to find a comment to t_d as if finding it would mean something to someone? Sorry, no comments here for t_d. Better luck next time loser!',\n",
       " \"Because it's like holding up a dime to a hundred dollar bill.\",\n",
       " \"The difference is that these are our secrets. If you don't hold a few double standards in foreign policy, you're doing it wrong.\\nAnd the difference is The United States has constantly displayed a morality the Russians almost never display. Our foreign policy still exists to serve our interests, absolutely. But we go out of our way to do plenty of good things we don't have to do. I'm not trying to make it sound like more than it is but we're either the least immoral or the most moral superpower that's ever existed. And when you work for the government and leak a bunch of classified shit, we're going to come after you. And that's the social contract. We've agreed that we're not going to be like Athens, who had all its secrets publicly debated no matter what the effect on the national security, and your individual want that it be different doesn't make it so.\",\n",
       " \"&gt;government mandates that corporations are not people.\\n\\nPeople who advocate for this don't understand what it even means for a corporation to be considered it's own entity.\",\n",
       " 'Sounds good to me.',\n",
       " 'Republicans seem to think that only the poor should be taxed. At least a carbon tax will hit all people equally.',\n",
       " 'Just master the inner, outer and universal Chi.',\n",
       " 'Was in Haiti a few years back, they have plenty else to worry about. Granted plastic waste is a huge problem there. Without access to clean water from plumbing, much of the drinking water is from plastic bottles / pouches.',\n",
       " 'Just like in RDR2!',\n",
       " 'It was a reference to game of thrones. Got downvoted for it. Jeeze',\n",
       " '[There is one line in this video that goes with this topic](https://www.youtube.com/watch?v=riSMsMsyORA)',\n",
       " 'Royal Enfields are low-quality trash. Harley is better, but not by much.',\n",
       " \"I'm not a cyclist you oxygen thief.  You shouldn't be driving you clearly have no responsibility or ability.\\n\\nIt's not an accident when some incompetent drives over a child or a cyclist or an invalid carriage,  it's simply bad,  dangerous driving.  You should ***always*** be ready and able to stop in the distance you can see clear. \\n\\nSend your licence back to the cereal company you got it from a packet of.\",\n",
       " 'I see this kind of comment a lot and it’s really ignorant and inaccurate. Conservatives don’t argue that the earth isn’t heating up or that we need to take care of and clean up our planet. They argue that the level of mans involvement is difficult to measure, and that the government shouldn’t be able to do things like penalize/tax carbon emissions when alternative sources equivalent to fossil fuels don’t exist yet (wind and solar are a great start, but they don’t supply enough power to power a jet or train for example). Research needs to continue for things like alternative fuel, biodegradable plastic, etc.',\n",
       " 'Never saw it coming. I wonder what else he has done?',\n",
       " 'So they are dismissing it on spying and subsequently not even looking at what he did? Smh',\n",
       " 'Yup. Just like the Nazi leaders were bad, but the people carrying out the orders were just regular people, right? \\nIt is not like there are 12 really bad guys, and the rest are good. These are atrocities, and Israelis should be painted with just as broad of a brush as Germans.',\n",
       " \"The GOP controlled all three branches of government and couldn't even pass a budget. American political parties are not hive minds. There's infighting every day. This forces compromise, even among the same party.\",\n",
       " 'Orange Shillionaire',\n",
       " 'We’re all gonna die.',\n",
       " \"&gt; Trump et al were trying to make Obama an illegitimate president.\\n\\nIronically by winning the elections with Russia's help.\",\n",
       " 'Mate, both sides are fucking retarded but dont provoke violence. Simple as that. Why is that so hard for people to realise?',\n",
       " 'There are some people who cant even put their shoes on.  So no, not everyone can code',\n",
       " 'Well oiled.',\n",
       " \"If you notice I didn't argue. I was mocking. \\n\\nI wonder if the problem here is english is hard and you don't really understand concepts like implication satire irony mockery etc.\",\n",
       " \"He really, really can't understand what we're talking about.\",\n",
       " 'Boy tigers will be boy tigers.',\n",
       " \"e-waste (which happens when you buy a new phone every year since you're likely turning your old one in) is a massive pollution issue. \\n\\nHow about you don't use electricity at home or gas for heating and cooking? You seem fine with making other people do that to save to environment.\",\n",
       " 'Kek',\n",
       " 'They even have the legendary and mythical No. 1 Savile Row. Pretty much the most prestigious address in the world for a tailor. But ironically they are cheaper than almost everyone except Richard James I guess. You can get suits on sale there for £500-800. I have know Idea what their custom bespoke suits can cost, and if they even utilise the expensive stuff like Vicuna, qivuit etc',\n",
       " 'The problem is they\\'re implying there\\'s a movement saying \"it\\'s *not* okay to be white\" (spoilers: there\\'s no such movement). Otherwise, why spend time and effort and money on something everyone already knows?\\n\\nNaturally, this confers legitimacy to groups that believe in crazy anti-white conspiracy theories - by the government basically endorsing their cause. Groups including actual Nazis who believe that Jews/Muslims/whoever want to cause \" white genocide\" and wipe out \"the white race\" and other crap.\\n\\nBasically, the government is playing right into racist hetoric. Whether they intended it or not, that\\'s terrifying.',\n",
       " 'Gonna end up 130 degrees for every person if not.',\n",
       " '\"Forcing people to live with deadly toxins in their water because other people in their state voted red is good actually\"',\n",
       " 'We need less people on this planet. I say open up the limits for speeding on all streets.',\n",
       " \"I didn't vote for him..\",\n",
       " 'I don\\'t think this argument makes much sense because if you watch the videos, he made the remark in RESPONSE to what appears to \"why.\" He said something along the liens of \"BECAUSE, that would be the deaths of millions of people.\" It wasn\\'t trump flaunting this fact around like he was bragging or making a subtle threat.',\n",
       " \"Just cause Saudi Arabia does bad shit, doesn't make it right for Iran to do bad shit people. \\n\\nBoth Iran and Saudi Arabia are barbarians.\",\n",
       " 'There is no good reason for a contempt charge to be laid against someone unconnected to the case. It stifles freedom of speech and freedom of the press and is entirely unnecessary for a fair trial.',\n",
       " 'We did. No one listens! (My comment was plural)',\n",
       " \"No man it's fine that prize is meaningless in fact it's arguably worth contempt.\",\n",
       " \"Can someone explain like I'm five to me real quick did they mean to shoot down a passenger plane on purpose as well? Like ordered to? Or was it mistaken for a combatant aircraft? Or just soldiers committing the crime.\",\n",
       " \"I went all over their country using air and rail. I did not even want to go, but my wife did while we were living in Japan and it was a cheap flight. I was blown away. You also have to realize that not everyone measures a country by it's modern cities. China has a huge mix of very modern cities and very old rural areas. A lot of those old rural areas were very well kept and basically full of history.\\n\\nI've lived in a lot of countries and traveled a lot. China was probably my favorite trip I ever took, and no, I did not spend much time in their cities.\",\n",
       " \"If you're simply multiplying 4x9 then I don't think you understand how statistics works.\",\n",
       " \"How's about what they [released today?](https://www.bbc.com/news/world-us-canada-48671319)\",\n",
       " 'Are referring to the time Family guy called them out for knowing that their soap still burns your eyes when they claimed it didn’t?',\n",
       " 'wink wink.',\n",
       " 'A good security team would have lit them up, and all of their propaganda theatrics.',\n",
       " 'They mean that it’s easy to say you would donate more money than he did if you had that much money. Because it’s easy to say things.',\n",
       " '&gt; Actual example of \"American dream come true\" who started from nothing, became a celebrity and later politician vs ***inheritance turd sandwich.***\\n\\nVs implies 2 subjects. I can use bolding too.',\n",
       " \"You are trying to make out that Sadiq Khan doesn’t oppose Saudi Arabia's human rights abuses. That he doesn’t act against them.\\n\\nThat the actions taken against Saudi Arabia were incidental, and so therefore not actions he set out to take against them.\\n\\nThat does not align with reality.\",\n",
       " 'He tells it like it is!',\n",
       " 'Keep reading.',\n",
       " 'Yikes my friend',\n",
       " \"Post the CNN article when making the thread instead of RT then. CNN is biased, but RT is outright propaganda which is worse. Either way, yes the article is accurate but RT shouldn't get the views.\",\n",
       " 'It is what happend when the FPÖ collapsed the last time though.',\n",
       " \"I get that, and I agree. Like I'm not arguing that we should ban all taxes, but I've never met someone who hasn't been happy with an end of year tax return. You can want other people to be happy, while also wanting yourself to be happy. Intellectually of course you realize that taxes support programs that are good, but emotionally you feel that having more money gives you more freedom to do things you want to do and that makes you happy as well. If sales taxes were reduced to 13%, you probably wouldn't be devastated.\",\n",
       " 'What treason? And trump is loyal to the country right (Müller report etc)',\n",
       " 'Looking at your post history this makes more sense. Have fun with your Seth Rich conspiracy theories while the adults in the room deal with reality.',\n",
       " 'Sputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.  \\n\\nSputnik is not news.',\n",
       " \"I travelled around the world when I was in my early 20's but I funded myself by working. I didn't see any westerners begging in those days despite meeting plenty of hippy types. This seems to be a fairly recent thing.\",\n",
       " 'We always want to believe that it is. But it never is. \\n\\nFollow the money. It’s *always* about the money',\n",
       " 'https://www.google.com/amp/s/amp.ft.com/content/0d2d0a30-9cd6-11e9-9c06-a4640c9feebb\\n\\nIts paper',\n",
       " 'All right, if that’s the case that’s fair enough.',\n",
       " 'I don\\'t know, so I am asking. What I am sure is: this is a crime. I can give you close examples, why I think so. First, this is a responsibility of police, not of volunteers. 2nd, provocation to execute a crime is a crime itself. 3rd, no victims of such crime - exactly what we see very often in Saudi Arabia, Iran, etc - \"ideological crimes\": those guys did not have a sex with child. And I think: OK, what is the difference with Sharia patrols? They will catch other UK guys with alcohol (you know that alcoholism and immoral behavior are very popular in UK) and will beat them, for example. It\\'s good, like pedo-hunting and it\\'s volunteering too, right? Or not? Also there is corruption, there is hooligans, etc - a big area for such volunteering, right? I asked myself, what are the roots of this in UK? May be it\\'s typical for Britain culture (the aggression needs allowed targets, today you can not kill Turing as gay, but you can attack pedophiles without crime), may be specific religion (even not Christianity but some small and very specific sects?), may be training of provocateurs by police for future actions, may be legal situation in the country (no constitution, no president, queen in 21 century, case law in 21 century), may be common cultural background in the country (a lot of very wild and aggressive porno producing in UK, a lot of \"children\" 13-15 y.o. in porno industry with their Web cams, etc)? I don\\'t know, it\\'s strange, abnormal, may be Christianity played a role in this, but anyway, such freedom for police means that UK is anti-liberal country, like Iran with a total control of society and they allow such activity which is one the law-edge (as least), is not it?',\n",
       " \"No need to feel shame mate. Anger though is good... it's your country too and you have the right to feel represented\",\n",
       " 'Did the baby get his bottle? Someone needs to burp him, guys!',\n",
       " \"Military operations are conducted through a series of processes, whether it's conducting an ambush, detaining an enemy, or setting up a kitchen. The specific process of handling a detainee is not taught in ranger school, which is what I was commenting on initially. \\n\\n\\nNow I'll take the bait and discuss his actions. Imagine you're 25 and just became the head of your household. You have several younger siblings which are your responsibility to develop into functional adults. Your parents are out of the picture but you have a good support network from your grandparents. Obviously they can't be there the whole time but are willing to help out when they can. You can only afford to live in a low income area which is riddled with crime. While escorting some of your siblings to school, there is a driveby shooting and two of them are killed. In your mind, you know for a fact who did it. You take the correct response in seeking justice and the suspect is apprehended by the police. After two weeks of questioning, the police are unable to find any information linking the suspect to the murder of your two little brothers. But you know that motherfucker did it and he knows who else was involved. Because of your new job, you somehow get slotted to take this murderer back his home so he can play with his kids and help out his family all the while yours is broken and still recovering from the traumatic loss of two little brothers. Grandma and Grandpa say just take him home and keep going on with your life. There is nothing you can do about it now. But wait, there is something you can do. You can get him to confess and give you more information about the murder. You and another one of your siblings take control of this piece of shit and put him in an incredibly vulnerable state and then proceed to ask questions. You're not getting the answers you wanted but you know he's guilty. Put the gun to his head, that'll work. *Suspect moves when you look away. You pull the trigger out of reflex.* \\n\\n\\nDoes it make sense now why it was so hard to simply drop the guy off?\",\n",
       " 'If you weren’t a troll you wouldn’t make it a point to operate under false assumptions.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'Well you can only fine Google so much',\n",
       " \"I know that the mere mention of Istanbul shouldn't prompt references to this song out of context, but I'm so glad it did\",\n",
       " 'Idaho and Montana are the same way.  I believe there are several other states that do that as well.  Hell, dry counties exist in parts of the US.',\n",
       " \"Man it's still not related to carbon dioxide. It's pollution, it's bad, we should avood it, but it's not carbon dioxide.\",\n",
       " \"More than a million lives when the Iranians are included. Out of the $trillions the public pays there will be $billions in profit for the corporations and wealthy; that's reason enough for the war. But there's also the profit on the cheaper oil. EU countries will come on board and contribute troops too. Not France though, they'll keep their souls.\",\n",
       " 'Good, fucking goblin.',\n",
       " '&gt; Americans and Europeans should consume less. Period.\\n\\nAgreed\\n\\n&gt;But since they/we won\\'t, there is going to be pollution somewhere.\\n\\nYes and no. We can consume things that pollute less. And by \"pollute,\" here, I\\'m going to assume that includes CO2 for the sake of this conversation. But, the CO2 emissions we are talking about here are almost completely based on the energy needed to create the items produced and consumed here.  That energy can be produced via burning coal (the worst way) or by using renewable energy (the best way).  We don\\'t hold a gun to China\\'s head and force them to use coal. We should be switching to renewables and burning less coal ourselves, and an honest look at our data says that is exactly what we are doing at home.\\n\\nChina, on the other hand, has been producing more renewables AND burning more coal. We peaked our CO2 emissions in 2005.  They may have peaked a few years ago, but we just saw news reports that show that a large part of the reports of their turnaround was not true, and a lot of the reporting was nothing but face-saving lies.  Not a little, huge amounts.\\n\\n&gt;',\n",
       " 'Schiff For Brains, the pencil neck pedophile.',\n",
       " 'You say that, but I have run into that exact thing with some industrial stuff. We have a  console on a $3M machine. Thing won\\'t boot, call support and they were basically like \"Oh yeah, it sent us diagnostics when it crashed the other day. RAM is probably bad. $600 please!\" It wasn\\'t in stock though, and we needed it ASAP, so the tech gave me the specs of the RAM and told me to just buy some BUT I had to buy 1gb, no more no less, or else it would invalidate out license automatically and they would have to dispatch a tech at $1000 a day plus airfare to reauthorize it.',\n",
       " 'How is all this effected by brexit? Does the EU care at all about what happens to British interests? Funny how they won’t go to Trump. Good on them don’t give this clown a reason.',\n",
       " \"I don't remember and it was about 3 years ago honestly. The article wasn't talking so much about a failing of social services from what I remember but rather what happens to people when they become adults in certain areas.\",\n",
       " \"You're not actually laughing at my assessment, you're laughing at your own ideas you've inserted into what I said. I'm not saying there aren't criminal Democrats, I'm saying Trump has risen above most of the crimes committed by politicians from both parties. \\n\\nYou're laughing about the Democrats but not saying anything about Trump? talk about laughable.\",\n",
       " 'What form of material does the packaging degrade into?',\n",
       " \"Unironically let's trade contact info and I'll draw up a contract.\",\n",
       " 'are you muslim? are you a shitposter on facebook? are you constantly spouting anti communism memes in public? if not, shouldnt have a problem being one of the millions of regular tourists in china every year',\n",
       " \"From animal feed (as they mentioned) to breading and pie crust, I can think of thousand of things to do with rejected cereal. It's not even proper beer because it has no malted grains. Oat beer is already kinda borderline. It's a second rate beer to generate exposure and make an otherwise evil company seem more likeable than they are.\",\n",
       " '&gt; Why did Trump dismantle the massive diplomatic internationally-supported stepping-stone of the Iran Nuclear Deal Obama\\n\\nYou answered your own question before it was even finished',\n",
       " 'Pretty much every political topic on Reddit...LOL',\n",
       " \"I wasn't saying I supported the idea of war, sorry if thats what it sounds like. I was trying to say that if war does occur, (i nevertheless hope it doesnt happen) I side with the possibility that it would be due to Iran playing brinkmanship.\\n\\nedit: I reread your comment because I had a feeling I had just dodged your response and repeated what I said. But history and politics then do not apply so much anymore, at least in the case of Iran's history. Times have changed and the future doesnt look like it did during the Obama administration (at least for me). I'm willing to give Trump a chance to make good his word on keeping the U.S. from digging its nails any further into the Middle East.\\n\\n Judging by what I've seen in observing Iran's history over the past few years (admittedly, it isnt a whole lot), I'd say Iran has been itching to spread their influence and compete with Saudi Arabia for regional hegemon, and with chaos in Syria and Iraq and what I observe to be a growing lack of interest from Western nations (compared to what it was a few years ago), I dare to say it is possible Iran would try to provoke a conflict to see how far the U.S. and co. would be willing to go before backing down or responding with violence.\",\n",
       " \"Its hilarious and sad that you just re-worded his comment to make the Palestinians sound evil. \\n\\n'The PA pays families of palestinians who were murdered or died resisting the Israeli occupation.'\\n\\n'The PA pays terrorists'\\n\\nIsrael has been occupying Palestine for decades, and have killed tens of thousands of civilians, including thousands of children. Israeli settlements have been bulldozing Palestinian homes to prop up their own, internationally illegal colonies. Israeli settlers recently burned the crops of a Palestinian village, and the IDF has stolen and destroyed solar panels from foreign aid programs. Without those panels, they were getting 3 hours of power a day from a diesel generator.\\n\\nBut you have the audacity of a neckbeard to call them terrorists for resisting people who murder their family members and steal their home.\\n\\nSources; \\n\\n[1](https://www.google.com/amp/s/www.haaretz.com/amp/israel-news/.premium-settler-seen-setting-fire-to-west-bank-fields-is-a-soldier-security-sources-confirm-1.7286581)\\n\\n[2](https://ifamericaknew.org/)\\n\\n[3](https://www.google.com/amp/s/www.independent.co.uk/news/world/middle-east/israel-solar-panels-palestinians-seize-dutch-government-donate-jubbet-al-dhib-area-c-a7820711.html%3famp)\",\n",
       " 'Nit since unions died out...only strike when things get really heated',\n",
       " \"Not to play devil's advocate but if i told you that on the other hand you would be able to access almost all of the information in the world...\",\n",
       " '\"Although the numbers increased last year, so did the number of law enforcement agencies reporting hate crime data—with approximately 1,000 additional agencies contributing information.\"  \\n   \\nIs the quote you are referencing. Yeah, more districts are reporting, and there are more hate crimes. Im not really seeing the part where they say dont naively reference this, thats you putting your own interpretation on this, again. Hate crimes are up, not down, my point stands.',\n",
       " \"Again, you're missing the point. The dude just shows up - usually to a fancy party full or rich and powerful people.\",\n",
       " 'An attack on a civil election is an act of war.  Trump benefitted from Russian efforts, refuses to prevent further acts against the US, and stood up at an international summit while asserted a foreign leader of the nation acting to violate US elections was not responsible despite multiple credible trails to the foreign nation.  Trump is a traitor, is a coward, and is illegitimate.',\n",
       " \"&gt;thanks to a blitz on illegal ivory hunters\\n\\nKnowing what the blitz was like, I think that this is fair treatment of poachers. Just as long as they're careful that none of the bombs fall on the rhinos.\",\n",
       " 'fucking macron',\n",
       " \"I really don't think its only to an extent.\\n\\nIt's the only rule actually.\\n\\nIn recent decades we actually have the illusion that it isn't.\\n\\nBut people will figure it out. Only the ones with bigger guns gets heard.\",\n",
       " \"Yes, but what they mean by that is that the *hospital* is gov't funded. So since the employer (the hospital) contributes to the plan, it's (indirectly) publicly funded. But the insurance provider is private.\",\n",
       " \"it's still incarceration, but it's a last resort.\",\n",
       " \"Okay I'll let the cabal know at the next meeting\",\n",
       " \"Considering how far America keeps it's dick up Israel, it's legit.\",\n",
       " 'I thought 9-5 is a myth, or lost to time like quaaludes.  I’d love to have that extra time to sleep in.  Actually, I bet I’d rather have quaaludes.',\n",
       " \"The flying turds that aces F-15s, F-16s, F/A-18s, and beat the F-22s Red Flag record, going 137;6?\\n\\nOr the flying turds with the most advanced engine, radar, IRST, and comms suite ever put in a fighter?\\n\\nOr the flying turds that cost quite a bit less than Eurofighters and Rafales, even though they're far more advanced than either?\\n\\nWhich turds are you speaking of?\",\n",
       " 'So, basically you are agreeing with Raul Castro that the  private sector in Cuba should be further restricted.   Congrats.  Seems like you want to gang up on Cubans with their leader.',\n",
       " \"Even that is far too simplistic a view. The Saudis are Sunni wahabists. Iran and Iran and a whole bunch of others are Shia. There are also non wahabist sunnis, and a billion other subsets or even entirely different groups altogether. Sunni and Shia are already practically incompatible. But then you also get these other branches that are vying for power.\\n\\nBasically, there's a whole bunch of groups and sects that don't want to stand together. The Saudis are just one such group.\",\n",
       " \"I didn't say anything\",\n",
       " \"If you have an idea, and the best way to spread that idea is to indoctrinate children, that means your idea has few redeeming qualities.\\n\\nEither we're going to convince the masses of the urgency of the issue or we're not. Having more kids will always make things worse.\",\n",
       " 'Can you provide source on their suppression of active resolutions?',\n",
       " 'Nothing will come of it because Republicans are traitors and refuse to hold any other Republicans accountable.',\n",
       " \"Oh I hope you keep that same energy in the coming months.  I'm screen shotting this for a future post\",\n",
       " 'If metro Detroit we’re illegally occupying Canada, I would expect Canada to resist violently and respect their right to do so.',\n",
       " 'Laws all interfere, but laws shouldn’t intrude where they aren’t needed.',\n",
       " 'So long as he doesn’t get extradited to the states.',\n",
       " \"We shouldn't have told the Japanese that dolphins and whales dropped the bombs on them.\",\n",
       " \"&gt; Taiwanese to defend their homeland.\\n\\nHomeland that is literally on China's soil in which your ancestors fled to, absolute clown, bye.\",\n",
       " 'SA is in the middle of a war in Yemen. I suppose they need more arm.',\n",
       " 'I mean, that’s practically a life sentence at his age, so...',\n",
       " 'And that kids is what we call karma.',\n",
       " '[Boeing marketing strategy is to bully competitors](https://www.economist.com/business/2017/09/21/boeing-takes-off-on-a-flight-of-hypocrisy-against-bombardier). \\n\\nAfter the Ethiopian Airlines crash a narrative was pushed that it was because the pilots were Ethiopian and therefore not as good as American pilots, so they couldn’t cope with a minor defect. \\n\\nI don\\'t think Boeing expected people to raise such a fuss. They probably expected people to \"send thoughts and prayers\"  for the victims and move on with their lives.',\n",
       " 'The same tbh',\n",
       " 'So to be clear:  you cannot refute anything I said and so you give up.\\n\\nI understand how socialists think.  You avoid any discussion of economics or history.\\n\\nMy dad grew up in Leipzig.  I’m not unfamiliar with socialism so your bullshit won’t work on me.',\n",
       " '&gt;Every antisemitic attack is one too many, but you have to keep in mind that the number of physical attacks on Jews is far far lower.\\n\\nExactly, this is literally \"fake news\". And every single year the same stories pop-up. Rising Anti-Semitism. Tons of articles about it every single year, even if numbers are sometimes lower than in the year before. Overall there isn\\'t any significant increase in violent attacks compared to the last years.Even in years when other racist/xenophobic attacks exploded, the main story was still Anti-semetic attacks.\\n\\n&gt;The Guardian: \"after a steep rise in anti-Semitic attacks\"BBC: \"Jews told not to wear kippahs\"The Local: \"60% rise in antisemetic attacks\"\\n\\nActual police statistics:  [https://imgur.com/H8j6wa1](https://imgur.com/H8j6wa1)\\n\\n&amp;#x200B;\\n\\n&gt;there were 69 cases of assault with an antisemitic motive in 2018.\\n\\n~~49 to be exact.~~\\n\\n&gt;far away from the 1,800 cases of antisemitic crime overall.\\n\\nThis 1,800 number includes graffiti and online-posts. That\\'s the main reason that this is rising, too. Reporting started and is taken more seriously.\\n\\nEdit: 69 cases! Sorry.',\n",
       " 'There will be. The wheel of time tells us this. On the turn of a century for basically the last 1000 years there has been massive social uprisings and wars. And history likes to repeat',\n",
       " 'Wait people here thought only China could make cheap garbage?',\n",
       " 'Why do you think the media represented the investigation wrong? Could it be that they were working off a misleading letter that ignored important context?',\n",
       " 'Bloody wankers I tell ya!',\n",
       " 'But is there a 90% humidity tho?',\n",
       " \"&gt; *Isn't that just being a good capitalist?*\\n\\nThe words any Ferenge lives by.\",\n",
       " 'In general, people who hate all religion passionately and who paint them all with the same brush are bitter and humorless.  They are also dimwits most of the time and cannot pick up on even the most obvious cues.',\n",
       " \"No it isn't and you know it isn't.\",\n",
       " 'May I repost this with credit?',\n",
       " \"Most young people already migrated to Instagram. There's mainly only old people on Facebook\",\n",
       " \"Also, when something like a submersible fails everybody dies and the machine is wrecked. If this fails you mop the floor and do some welding. \\n\\n\\nI'm not convinced it would _work_, but it is certainly a different beast.\",\n",
       " 'Shocking neoliberal PB supporters also liked Republicans.  You guys already have one business party that fellates capital, quit trying to control the Democrats too.  It keeps moving the overton window right and then you guys act surprised when the Republicans have to become fascists.',\n",
       " \"not unless the just in time delivery stops happening. Once the shelves go dry, though... everyone will bring out the guillotines. So get ready if things start to slowly collapse. The thing about our society is that it's a delicate machine, and if it totally breaks down, people will panic and it won't get fixed for a while.\",\n",
       " \"I'm a bit late to your question, but this might help:\\n\\nThe insurance industry is already jacking up insurance rates due to the effects of global warming.  Rates will continue to go up as more extreme weather continues to be more commonplace.  Think about the huge cost of just the last few hurricane seasons.\\n\\nWe have already passed the financial tipping point.  It is now more expensive to ignore climate change than to address it.  But don't trust me, trust the people whose livelihoods depend on it.\\n\\nhttps://www.pbs.org/newshour/economy/making-sense/how-climate-change-is-changing-your-insurance\",\n",
       " \"https://deathpenaltyinfo.org/costs-death-penalty#financialfacts\\n\\nHere's a huge list of studies and financial reports comparing the cost of prison to life in prison.\",\n",
       " \"did you not read my previous post? since when are you the gatekeeper of my comments dude? did I violate some rule by injecting some additional information for discourse? literally NOBODY was talking about per capita GDP. we were discussing relative GDP size, independent of population.\\n\\nI'm so over this, please reply so I can ignore it while at the same time provide you with that all important last word. and have a super day :)\",\n",
       " '2.5-3 million self defence uses of firearms, 35,000-40,000 deaths a year from gunshot, two thirds of those are suicides. If you want to save american lives you should ban Hamburgers, Heart disease and diabetes are much much larger killers than guns in the US.',\n",
       " 'Hi orsoloco. Your submission from washingtonpost.com is behind a metered paywall. A [metered paywall](http://en.wikipedia.org/wiki/Paywall#.22Soft.22_paywalls) allows users to view a specific number of articles before requiring paid subscription. Articles posted to /r/worldnews should be accessible to everyone. While your submission was not removed, it has been flaired and users are discouraged from upvoting it or commenting on it. For more information see our [wiki page on paywalls](/r/worldnews/wiki/paywalls). Please try to find another source. If there is no other news site reporting on the story, contact the moderators.\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"B-b-but I should be allowed to spread hate and say I hate Jews !!! \\nIt's unfair ! \\n\\n\\n^^^^/s\",\n",
       " '\"alcohol by volume (ABV) content of 5.5 per cent, while it\\'s 5 per cent\"\\n\\nWhy did they put a space in percent, twice?',\n",
       " 'Nope Russia lacks the military projection capability to wage conventional warfare against the US in the middle east. \\n\\nPlacing their forces as a trigger mechanism in the face of a full scale war between Syria and the USA in 2013 without the capability to escalate conventionally places them in weak position. \\n\\nRussia will not actively participate in a war against the USA unless it regards Russia proper.\\n\\nNeither China nor Russia will militarily intervene if the USA decides to launch a war against Iran. Iran would very much stand alone in that scenario.',\n",
       " 'Congrats UK, you just got your own Trump! Enjoy the bafoonery while you can, it gets dark real quick.',\n",
       " 'There\\'s zero continuity to Trump\\'s messaging or ideology except whether or not he perceives something as being Trump positive. Here he admires every other totalitarian or authoritarian regime for the power granted to them to stifle protest and independent non state-sanctioned thought, but if there\\'s a situation that puts pressure on *\"Ghina\"*, Trump likely.',\n",
       " \"Also alternative methods such as the air ballon bombs weren't very viable either, it was impossible to guarantee they'd get close to hitting their target.\",\n",
       " 'r/hedidthemath',\n",
       " \"Women performed better in school, that's not sexism.\",\n",
       " 'Please direct all suggestions to white voters, who are the ones who statistically support him and have the power to change this.\\n\\n(We talk about the black vote and Latino vote all the time but people get weird when you mention the white vote.)',\n",
       " \"Objective journalists don't use colorful adjectives to describe views they don't agree with.\",\n",
       " 'Like they have a choice.',\n",
       " 'Hmmmmmmmm',\n",
       " \"Well yeah but there's a fuckton of polls that have Biden at 30+% then Bernie at 20ish then buttigieg at 8-12%\\n\\n&amp;#x200B;\\n\\nThat poll just sounds super fucky\\n\\n&amp;#x200B;\\n\\nPersonally I hope Biden isn't that popular though...\",\n",
       " \"As far as supporters go, it's the same thing. Why should they care about something happen far away from most of them so long ago? It doesn't impact them in the slightest. Do you still care about waco? Likely not. Does a Trump supporter care about how poorly Puerto Rico is handled? Probably not. Does CCP supporters care about the crackdown in Hong Kong? Probably not.\",\n",
       " 'Fake for us, real for them lol.',\n",
       " 'Do some research before typing again. \\n\\nTell me the average elevation of Jamaica, it’s highest point, how many mountains they have, and how many plateaus exist.',\n",
       " \"It's like a global phenomenon at this point.\",\n",
       " \"how is it trump. this was the previous admin's policies as well. also a push in washington to end support of yemen failed to get enough votes. this is america's policy for a long time now and blaming trump is disingenuous\",\n",
       " 'What are your opinions on the age of consent?',\n",
       " \"Hi,  just an fyi,  but no one falls for the fake account russian posters.  That is SOOOOO 2016.\\n\\n\\nWhat you fake bots need to do is HIRE ME to make these posts.  For a 'sensational garbage' post,   I'll do that $49.99 US dollars (NO RUBLES PLEASE).\",\n",
       " \"That's the same thing I find I interesting about ISP's and phone companies. You pay more to the ones with more coverage.\",\n",
       " 'https://www.reddit.com/r/movies/comments/a4duoc/brightburn_official_trailer_hd/',\n",
       " '*snrk*',\n",
       " 'Lol, just as brave as your edgelord reply.',\n",
       " 'Find your local chapter of [Extinction Rebellion](https://rebellion.earth/) and help them get to work.',\n",
       " 'Ya..  I should just hang up and let them fire me ,. No job is worth that level of Brian dammage.',\n",
       " 'The brits are taking a play from the US once again. Americans did this back in the 60s to all of the black students that were being forced to integrate into white schools. \\n\\nFunny enough, it was the dems back then that were throwing the “milkshakes” too!',\n",
       " '$740 one way AU to PHIL',\n",
       " \"Trump is just trying to make another viral video. We'd be better off if he just worked for Buzzfeed.\",\n",
       " 'Yes tax all tech companies but not just a narrow criteria that almost exclusively taxes US companies but not French companies. \\n\\nIt is the discriminatory part of the tax that is the big issue.',\n",
       " \"Can't sell guns to people that arent fighting.\",\n",
       " \"&gt; You reduce power (something they should have done anyway, but failed to) and nose down to lessen aerodynamic forces on the stabilizer to make moving the trim wheel easier.\\n\\nEasy to say in hindsight. Not quite so clear when you're flying around mountainous terrain while fighting against a plane trying to fly you into the ground.\",\n",
       " 'Article says guy was very mentally unwell.\\n\\nSo although the thing he is doing is atrocious, part of me feels bad for being happy that a guy who is possible schizophrenic or psychotic is so lost he hurts himself and attempts to hurt others.   You can tell From his hair that he’s disheveled appearing so he far enough he can’t even keep up hygiene.\\n\\nNobody won here.  It’s sad. \\n\\nIn my mind, terrorism is a group of people who do not have mental instability like schizophrenia but have a derailed ideology that has led smart people to do horrible things.   \\n\\nSo terrorism: smart people who have derailed but are capable of hijacking planes and complex missions.\\n\\nMental: discheveled schizophrenic puts gasoline in a window and sets himself on fire doing it. \\n\\nHe should never leave a mental institution and if he does he goes to prison',\n",
       " \"We don't need a new word, the word 'homophobia' is thoroughly understood by everyone. \\n\\nYou have to make a prescriptivist argument more convincing than this. Otherwise descriptive is what we should go with.\",\n",
       " 'there are serious problems with data when it gets changed to make a point.\\n\\n\\nI am referring to the revisions to history there.  In 2016 NOAA revised past temperatures.  You can’t tell me that temperature history is anything but guess work unless you have actual measuring equipment for the time.  Why would they have a first set then a revised set?  So my comment is not strange at all.  Inquisitive maybe.\\n\\nEven the people you are saying we should listen to are wanting to do exactly the same thing you said should never be done -- somebody challenging the leading model is just another way of saying \"They want to change the model based on the data\" lol. Which is again fine! (if their new model is better that is, which currently it isn\\'t according to experts)\\n\\nSuch challenges are forbidden and lies are uncovered but denied.  How do you expect people to start believing if there is great alarmism instead of explanation of facts and challenges.  This is where the “science” of global warming differs from actual science.  People who just bring up valid points are called “science deniers” instead of actually answering the question.  Science needs to be proven before it is scientific law, unproven science is just theory.  We are told that global warming is not theory but it keeps changing like the NOAA data so it is more theoretical than law\\n\\nif their new model is better that is, which currently it isn\\'t according to experts\\n\\nWho are these “experts”?  Bill Nye?  Al Gore? AOC?  They are certainly the loudest and foul mouthed.  Does filthy language and alarmism give them a science degree?',\n",
       " \"Well, but four legs. \\n\\n&amp;#x200B;\\n\\nSo it's like 14 miles with tiny legs compared to humans.  \\n\\n&amp;#x200B;\\n\\nWe don't walk on our hands. He has double the stamina being four-legged. \\n\\n&amp;#x200B;\\n\\nStill, 14 miles a day with tiny legs is insane. But you can't compare it to a human 28 miles w/ tiny legs. Being four-legged matters.\",\n",
       " 'I mean if most people live in china, and they’re Brazil’s largest soy importer then not eating meat would certainly help this problem for most people.',\n",
       " 'Correct, but I really doubt more than a few thousand would boycott',\n",
       " \"Might have something to do with you calling them nazis all the time. But nah, the rednecks are just too stupid to bow to your innate superioirity and intelligence, and just accept your command to genocide everyone with a certain level of wealth. \\n\\nFuckin' phillistines, honestly.\",\n",
       " \"the most insightful thing I've read today. It may not be a new statement but it's new to me, thanks for teaching me something.\",\n",
       " \"Yeah. We're in for it.\",\n",
       " '&gt;being on the level of Serbians \\n\\nI find it disturbing that you would include my entire people in the same group as the genocidal maniacs who tore the balkans apart. However, your overall point is valid, in that such atrocities should never be allowed to happen again.',\n",
       " 'I hate it when bad things happen to good people.  /s',\n",
       " \"If you're willing to wait until they are uninhabitable, then you don't care about the damage that could be prevented.\",\n",
       " \"i'd say, your probably pretty low as far as western democracies go. the amount of independence and lack of oversight your cops seem to have is fucking scary\",\n",
       " 'I think the extra CO2 in the atmosphere makes people dumb.',\n",
       " \"That's because Trump is mentally challenged. He can't keep his own narrative straight because it changes to suit his handlers.\",\n",
       " \"...yes? What's your point?\",\n",
       " \"&gt; If we nuked china and india we could save the entire planet.\\n\\nAdded benefit? No more scam calls.\\n\\nI'm in.\",\n",
       " \"No instead they live in countries where bears might wander into your Yrd or cougars, mountain lions, dingos, coyotes whatever native predators and scavengers maul their pets and kids.\\n\\n\\nBut uhh, yeah, baboons do that sometimes, but still no(barely) chance of a leopard chilling along a mountain range near accessible suburbia. Or maybe fences cause divisions in communities and fences sometimes even encourage crime because noone can see the house. But that's not the point here. I want the stats on fenced VA unfenced housing and pet loss\",\n",
       " \"Can you explain to me the differences in ideology between The Alt Right, the Far Right and those who identify as Nazi Sympathizers?\\n\\nBecause from what I can tell, most seem to follow the same patterns, vote for the same people and copy+paste the same arguments. I was always taught that you cannot tolerate the intolerant, and all of these groups appear to be quite intolerant of 'the other'.\",\n",
       " 'Isn’t there also the rule that ammo is kept in barracks while the standard issue weapon can be left at home?',\n",
       " 'Boomers: So you’re saying it won’t happen till the end of this century?',\n",
       " 'Thanks. I wish I could gild you. Someone should.',\n",
       " \"&gt;they don't arm dictatorships ... starve whole countries to death, or kill millions\\n\\nSure they do.. Yemen, Lebanon, Syria.\",\n",
       " 'I have about a week of work left in my basement before an extra guest room is ready, should probably do that work in the coming week. It stays between 19-21 C (66-70 F) even if it’s extremely hot outside.',\n",
       " 'Vitamin A and K2 are synthesised easily in healthy humans and even those with rare genetic disorders don\\'t need to consume excessive amounts.\\n\\nPlease prove otherwise if you\\'d like to maintain that stance.\\n\\nB12 is made by bacteria. Drink non sanitary water and that\\'ll provide you daily needs. There are leafy green plants like cress that store B12 in leaves when they are grown in cobalt rich soil. Most animals don\\'t graze on cobalt rich soy and get B12 supplements. All chickens in USA and EU are required B12 supplementation by law. 95% of beef and pigs get it too. You can skip the middle \"man\" and take supplement yourself.',\n",
       " 'Whoever doesnt think so can freely attack US, go for it.',\n",
       " \"Users often report submissions from this site and ask us to ban it for sensationalized articles. At /r/worldnews, we oppose blanket banning any news source. Readers have a responsibility to be skeptical, check sources, and comment on any flaws.\\n\\nYou can help improve this thread by linking to media that verifies or questions this article's claims. Your link could help readers better understand this issue. If you do find evidence that this article or its title are false or misleading, contact the moderators who will review it\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*\",\n",
       " 'Absolutely. The children of criminals should be provided for in a humane way and to sufficiently decent standards in line with basic human decency - not locked in cages and abused.',\n",
       " 'Wings, broken halo, slight protrusion that might be a tail?',\n",
       " 'Lol fuck those assholes and their made up car awards',\n",
       " \"Best comment I've seen in a while\",\n",
       " \"I'm rooting for the counterfeiters.\",\n",
       " \"woulda..coulda...shoulda.... \\n\\nBritish people can't do fuck all about it?\\n\\nOr about anything in the good old USA.\\n\\n\\nLet's say he was obstructing, just for arguments sake, what was it he was obstructing? A bogus investigation into a fabricated yarn about Russia collusion, which there was none.\\n\\nThis is all too insane for most people to care about at all.\",\n",
       " \"What about people who believe the earth is flat? Is that because of selfishness as well? Since you are eager to analyze people's motivations.\",\n",
       " \"Should've compared me to Hitler dude, get your head in the game.\",\n",
       " 'This would be a good time for sanctions against the Philippines.',\n",
       " \"[Literally one search away is the proof you're talking bollocks.](https://search.wikileaks.org/?q=Russia&amp;source=post_page---------------------------)\",\n",
       " 'This is so funny that Americans think another election is going to save them.  Almost as funny as when they thought lifelong Republican Mueller with was going to save them.',\n",
       " 'Well sounds like you might agree with the concept but believe the execution would be difficult. I agree. I’m not proposing to have the solutions. If I had the solutions I’d be running for office somewhere. I’m not suggesting it would be easy. \\n\\nPerhaps tie the cost to a price index like you suggested. Doesn’t need to be every item. A small price index that isn’t available information to retailers to prevent gaming the system. \\n\\nPerhaps offer tax incentives to retailers who no longer offer plastic bags. \\n\\nYou have any ideas?',\n",
       " \"Because the majority of Conservative members want brexit more than they want to preserve our alliances of even the union.\\n\\nI don't recognise their politics anymore, they've gone doolally.\",\n",
       " \"I've never seen whatever anime these people are talking about and even I get the joke.\",\n",
       " 'Indeed, people are voting in highly polarised ways because the current government and it seems the main opposition are offering too extreme a Brexit for some and not an extreme enough Brexit for others all while seemingly doing nothing because a majority of people will be displeased no matter what they do.',\n",
       " \"Oh yeah of course, I wasn't suggesting that at 98k after-tax you hop right into a nice 2k sq. foot detached house with a 2 car garage, you absolutely save... \\n\\nFind a decent $12-1400/mo apartment where you're not paying property taxes, not paying utilities and squirrel way 3-4k a month if you want to buy in their income bracket... you won't have anything in retirement savings, but after 4-5 years there's the down payment on something nice (unless Vancouver, then it's 9-12 years... maybe, assuming houses haven't inflated more).\\n\\nThen it's just the mortgage, taxes, utilities, possible home-owners association fees etc.etc.. The usual death by a thousand cuts stuff all middle-class folks face.\\n\\nActually, looking back at OP, I'm giving it the side-eye now too... 50? Where the hell are you man? Gotta be Van.\",\n",
       " \"Lol. Japan needs to look a lot deeper than costs to boost their birthrate. It's going to require a lot of cultural reflection at this point.\",\n",
       " 'This is why I like RES. I can just tag you with \"defender of concentration camps\" and then automatically dismiss and down vote everything you ever say on reddit again. \\n\\nYou really should ask yourself what kind of monster defends concentration camps for children and then realize that\\'s what you are doing.',\n",
       " 'They did it up higher too. Ignorance is everywhere.',\n",
       " '\"no u\" lol',\n",
       " 'Uh, I’m not advocating it, I’m saying that it happens. Politicians have been assassinated many times in the past. That’s why they have a huge security teams.',\n",
       " 'Yeah nah get fucked.',\n",
       " 'Later, the ice was found poisoned with polonium.',\n",
       " 'I mean he also [blasted him ](https://www.huffpost.com/entry/dave-chappelle-trump-cnn_n_5bc315f3e4b040bb4e8302d8) on SNL and said he regretted [saying give trump a chance ](https://thehill.com/blogs/in-the-know/in-the-know/411035-dave-chappelle-on-kanye-wests-support-for-trump-he-shouldnt-say)',\n",
       " 'Ding ding ding we have a winner.\\n\\nThe only thing more terrifying than a Nazi is a self-aware Nazi, and the internet has way too many of those these days.',\n",
       " \"So you're not going to try defend any of your blatant lies? Just bury your head in the sand and keep pretending your country doesn't have a gun violence problem despite tens of thousands of dead Americans every year? Ok buddy you have fun. Thoughts and prayers for tomorrow's mass shooting.\",\n",
       " 'Fun boat!',\n",
       " 'I think you accidentally linked the same page twice.',\n",
       " \"Unless that woman was a non-Muslim who dared to touch a bucket of water intended for Muslims. I don't even need to link to the story. We know how fucked your country is in this regard.\\n\\nMy country of Australia has a horrible side too (a dog whistling government which encouraged a nationalist idiot to kill innocent Muslims in NZ).\\n\\nJust get real, man. If your country is too repressive for you to safely criticise it perhaps you should stop being publicly opinionated all together and work quietly on affecting change locally.\",\n",
       " 'Technically, in some American states, they are doctors but a lot closer to the way someone with a PhD is a doctor rather than how a physician is a Doctor. Some states require a doctorate degree to legally practice.',\n",
       " \"&gt; did republicans just figured out how to tax the shit out of americans?\\n\\nRepublicans have always been in favor of regressive taxes. They just don't want the rich to be taxed, and this is a great way to push it to the poor and middle class.\",\n",
       " \"That is pretty bad then. Nothing leaves a country vulnerble to foreign interference when petty squabbling among the massess turns into deep divisions. Putin should be grinning right now. I suggest anyone to read Aleksander Dugin's Foundation of Geopolitics, a Kremlin foreign policy playbook that among many others aim to weaken and cut UK's influence in Europe.\",\n",
       " 'It’s fine to be unhappy with the political landscape in your home. But dystopian?  You are just whining.',\n",
       " 'Timur was a Muslim, his people were Muslims, his deeds are part of Muslim world. Timur descendants conquered most of India giving Muslim world great riches and power.\\n\\nYes, Mongols needed some era but started new one adopting Islam. They did the same Arabs who were also conquerors in these lands did earlier.',\n",
       " 'Please listen!!!',\n",
       " 'Perhaps they have limited ecological diversity, but they are still sequestering carbon and releasing oxygen during their life cycle.  Granted a lot of the carbon will eventually end up back in the atmosphere after the paper products they produce reach the end of their usefulness.',\n",
       " \"The main problem lies with EPP not wanting to budge from presenting Weber as their candidate. The guy didn't even bother to show up for the spitzenkandidaten debate, both liberals and social democrats said they wouldn't vote for him, killing his chance in the bud.\\n\\nSo yeah, a lot of heat on the council for pushing someone else, but MEP's have their share of the responsability.\\n\\nI'm not opposed to the spitzenkandidat system, but you can't push it without adapting properly the whole process IMO.\",\n",
       " 'The important thing is that this is the ONLY way too live.',\n",
       " 'no',\n",
       " 'Evolution isn’t “selecting for the best”, it’s “selecting for the good enough”. Before now, koalas didn’t have to worry about being this “stupid” because it worked. Nothing took advantage of them so they didn’t get put through the pressure of “stop being such a pile of garbage, or die”. So they stayed garbage.',\n",
       " '*Tree Law wants to know your location*',\n",
       " \"Read between the lines. Everyone else, including me, who replied to you said that these situations aren't the same, implying that they wouldn't be okay with locking an innocent person up but are okay with this. I'll state it clearly for you: that's exactly my position. I strongly doubt that they're just saying this for funsies or that they're saying the opposite: don't inconvenience people like in this situation, but do lock up the innocent.\",\n",
       " \"Again, I'm only trying to warn you that you sound like an amateur moron when you make up abbreviations like that.  No one who actually knows what we're talking about does that, so it's a big red flag that you don't know shit.\",\n",
       " 'Whoa wasn’t way higher?',\n",
       " 'Seems to me that a giant concert would distract from the actual issue. How about we have no more giant parties until we get serious about the planet?',\n",
       " \"Settlements are growing in population, but Area C (the only part of the West Bank that has Israeli settlements) has been shrinking in size. Israel has been turning over land in Area C to the Palestinian Authority since the 90's.\",\n",
       " '&gt; you also have to point out the quality of life and aspects of:\\n\\nIt is exactly because such aspects are important that the government cannot let its debt grow without limit. None of those needs will be satisfied if the government goes bankrupt, like in Detroit and Venezuela.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " \"Yes. It's about the latter out of respect for the former.\",\n",
       " \"Vendors sell hardware (a phone) with Android to users, and then Google makes money off the users when they use Android. The only cost to the vendors is opportunity cost - if the vendors were to ship their own OS and put their own ads/data-collection, instead of letting Google do it. Vendors don't ship their own OS because they need the license for access to Android apps (which is the reason anyone buys a smartphone instead of a Nokia 3315), and to get the license they need to ship Google's crap.\\n\\n Since Google is forced to revoke Huawei's license, Huawei has no incentive *not* ship their own qds/data-collection - what's Google going to do, revoke their Android license?\",\n",
       " 'Very low at 8% but with 50 It doesn\\'t really Matter, it\\'s unbearable even with los humidity.\\nVietnam which IS by my brother\\'s account \"the hottest place he\\'s been to\" (because of high humidity) has thermal sensation of 50 Max, so...just like Basora.',\n",
       " 'I was going to comment a similar thing, we always hear every few months that the earth is doomed and total collapse is near yet ee seem to be still kicking',\n",
       " 'Hahahahaha.\\n\\n  \\n\\n\\nHold your breath till that happens.',\n",
       " 'Is it possible these days (for countries like Japan, Germany, Canada, etc) to build a nuke just with computer simulations or would they still need physical tests?',\n",
       " \"&gt;Abortion should be the decision of the couple of the woman depends on the case and that's it.\\n\\nFine.  So why was the government garnishing the wages of American taxpayers to fund abortions overseas?\",\n",
       " 'Love a line',\n",
       " \"They wouldn't print a story like this about other world leaders.\",\n",
       " \"Yes, I'm aware of that. And as I said, I'm generally opposed to the death penalty. But I can make an exception for a piece of garbage that murdered 50 people out of bigotry and racism AND LIVE STREAMED IT. \\n\\nAt this point, that guy's a rabid animal with a sick and decaying mind. Putting him down is *the humane thing to do*.\",\n",
       " 'Lots of people in this thread are pointing out that \"country\" is actually the correct English translation for subdivisions of many European nations. I a not in any way an expert. My original comment was just an anecdote about my visit to Germany. :)',\n",
       " 'Lol get downvoted',\n",
       " \"There should never, in any circumstance, be any sort of software that takes over control from the pilot and won't give it back. This is basic engineering. Until humanity learns this simple, basic lesson, they deserve what they get.\",\n",
       " 'Neat!',\n",
       " \"Right but it's 10 dollars per tonne and it didn't affect consumers in BC, so how is it different now? What other better plan for climate change prevention is proposed?\",\n",
       " 'Thank you. Also an M.D. here. \\nQuacks like chiropractors and homeopats should be fucking jailed, the hole lot of them.',\n",
       " 'Because Japan is a very xenophobic racist place just like China a lot of the time.',\n",
       " \"You know it is 2019 and not 19 AD. It's not absurd to think maybe the human race is progressing and not victim to the same stupid tribal instincts that coloured most of history. There is such a thing as progress.\",\n",
       " 'Nasty.',\n",
       " \"There's a whale watching company in my town called Prince of Whales. I feel sorry for them today if theyve got a google alert set up...\",\n",
       " \"The federal government isn't appreciating enough how marijuana being a schedule 1 drug degrades confidence in the authority of the system.  95% of the population knows it's bullshit but it still stands through multiple presidencies, through both parties having power, etc...... and it's STILL THERE.\\n\\nIt's incredibly bad for the legitimacy of the federal government and this point isn't being appreciated enough.  Why should I obey any laws if I have tangible proof right in front of me of government abuse of power?\",\n",
       " 'What would be an acceptable amount?',\n",
       " 'In the US, at least, allergens ARE required to be labeled, and restaurants are generally required to list potential allergens in their food.  In fact, prepackaged food--such as would be shipped to restaurants--[has been required to have allergen labeling for major food allergens since  2006](https://www.fda.gov/regulatory-information/search-fda-guidance-documents/guidance-industry-questions-and-answers-regarding-food-allergens-edition-4) and have had to have [required ingredients listing in general for rather longer](https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfcfr/CFRSearch.cfm?fr=101.4).\\n\\nRestaurants at present [are the main point of failure](https://www.verywellhealth.com/do-restaurants-have-to-provide-food-allergy-warnings-1324482), but here again multiple states and almost every major metropolitan area in the US require specific training on food allergies and risks and [California in particular requires this on a state level](https://www.cdph.ca.gov/Programs/CEH/DFDCS/CDPH%20Document%20Library/FDB/FoodSafetyProgram/FoodIndustryTraining/AllergenControlSlides.pdf).  Your local restaurant often will have a menu disclaimer to the effect \"May contain *{allergen}* on the menu or next to specific menu items.  \\n\\nAnd the US is relatively lax in this regard; the EU is rather more strict (as it is with MOST aspects of food safety) and [there are even guides in the EU on food allergen management for the catering industry](https://www.safefood.eu/SafeFood/media/SafeFoodLibrary/Documents/Professional/Training/Safefood-20Food-20Allergy-20and-20Intolerance-20Catering-20Guide.pdf); as well, [European regulators also require allergen listing on the ingredients shipped to restaurants and include a broader list of potential allergens and food sensitivities, including gluten and celery](https://www.fsai.ie/legislation/food_legislation/food_information/14_allergens.html).',\n",
       " \"Yeah, the eighth was repealed and replaced by a new amendment (the 36th) that said: Provision may be made for the regulation of termination of pregnancy. \\n\\nAnd then the actual law with said provisions passed in Dec 2018 and came into effect on Jan 1, 2019. To think that the country went from a total ban to that massive step forward is incredibly inspiring. \\n\\nThere's still a lot to be done - especially in rural areas - but what a stunning victory. Here's to hoping that Latin America can do something similar throughout my lifetime.\",\n",
       " '&gt; And not anything else?',\n",
       " 'Mohammed was a warlord and conqueror. That is 100% factual. Yes there are these passages and if you take it literally they are coherent with the beliefs of these radical Islamist groups. They derive this directly out of the Quran. Do You deny that? And yes unlike Christianity Islam did not go through the enlightenment era that lead to secularism at the end, thus it remained also a political ideology. Look around the world. In all countries where the majority is Muslim these countries tend to tilt towards sharia laws sooner or later. Even in once secular democracies such as turkey, or in the aftermath of the Arab spring.',\n",
       " \"That's human nature. We care more about things that happen close to us.\",\n",
       " 'The second part of your statement doesn’t follow from that though.',\n",
       " \"&gt;You're allowed to repair your desktop computer\\n\\nSome brands of desktops actually have warranties that are voided if you even open up the computer, let alone try to repair anything. I don't think this is super common, but it's a thing as well. Really fucking dumb.\",\n",
       " '\"But the prosecutor stressed that there was no evidence of Jugend Rettet receiving any money from [Libyan](https://www.independent.co.uk/topic/Libya)\\xa0traffickers and no indication of a wider conspiracy between the two groups – a favourite theory of the European far-right.\"\\n\\nSo if she\\'s not paying the traffickers and they aren\\'t paying her, is it plausible that they were doing this as a humanitarian effort? I don\\'t know how Italy\\'s immigration system works for refugees or asylum seekers but if it\\'s as difficult as the US is, then I could understand why she would do it. Not saying it\\'s the right thing to do legally but I can certainly see her moral reasons for doing it. After seeing the body of that baby on the shore, and the videos of the children rescues before drowning, I can see why she would do this. I understand the arguments on both sides. On the one hand, it is illegal immigration and she creates the incentive for it, terrorists can come in with the actual refugees. On the other hand, thousands of innocent people have drowned. As a father, my thought is that if you take your child into possible death of the sea, then you are running from the certain death of the terrorists. The sea in front of you and the terrorists behind you. Can\\'t even imagine the horrors they\\'ve endured. Shitty situation all around',\n",
       " 'I read it on New York times, find its interesting.\\nSorry if you think its not a news.',\n",
       " '*deep breath* grooming is when a person makes contact with a child and interacts with them and manipulates them so that when they are an adult they are subservient. that is pedophilic behavior . the fact that the person is now an adult does not rule out grooming',\n",
       " 'Funny thing is, one of the girls who went over to marry an ISIS member and want to come back to the US now was from ALABAMA, she was a white 16 yo girl when she ran away from her Christian household\\n\\nShe then fucked and married an ISIS member had a child and then married twice more once they died',\n",
       " \"&gt; So.. like.. Higher capacity factor is better.\\n\\nHa ha -- yes, if you are going to try to con us into single points of failure you need to have a massive capacity factor. When we're dependent on one single power plant, or two, you'd better have massive reliability, which you don't.\\n\\nBut it only fails in emergencies when we need power most.\\n\\n&gt; Even by LCOE it's still quite competitive when you account for having a high capacity factor compared to renewables.\\n\\nNo. In fact, they stopped listing existing nuclear in the LCOE charts because it was such a pile of dung.\\n\\n&gt;  The alternative was to go the route Germany did with its massive coal plants and now Russian-fed LNG plants.\\n\\nSo they've increased coal usage in Germany? No. https://www.cleanenergywire.org/factsheets/germanys-energy-consumption-and-power-mix-charts\\n\\nLooks like renewables are putting everything else out of business. Especially shitty nuclear. This is what ADEME stated about France:\\n\\n* New nuclear reactors would be structurally loss-making\\n\\n* Renewables could account for 85 pct of power mix by 2050\\n\\nTwo EPR reactors under construction in France and Finland are years behind schedule and billions of euros over budget. I have no problem with you shitting in someone else's mouth, but get consent first.\",\n",
       " \"Okay, I see your take. Our differences lie in the fact that I'm giving them the benefit of the doubt that they thought they were implementing a truly safe system, whereas you believe there is no way it could have been an unintentional oversight.\\n\\nIronically enough, you're giving Boeing more credit than I am regarding the competence of their engineers.\\n\\nAgree to disagree, thanks for the discussion.\",\n",
       " 'We all gon die.',\n",
       " 'believe whoever you want imo, you wanna go to war over a manless drone?',\n",
       " 'Now do Iran today...',\n",
       " 'Holy shit, is my initial reaction.\\n\\nDisgust is my following reaction that this will like lead to nothing because of the corrupt state of the Republican party.',\n",
       " 'you do realize that Trump is doing this to get us out of debt and many presidents before him including Obama have sold weapons to the middle east? Or is this just \"Trump did it so Trump bad\"?',\n",
       " 'Regardless who was elected people would moan, what did people hope to happen someone totally new would be elected... labour',\n",
       " 'This is literally the plot of Adjustment Day.',\n",
       " 'What about China?',\n",
       " '\"I may be the son of god, but even I can\\'t get you out of that one. Suck it up.\"',\n",
       " \"He's certainly added new problems, such as appointing people to positions where they get to fuck stuff up.\",\n",
       " 'If I were to see an elephant dancing my only thought would be \"what did they do to this animal to force it to dance\".\\n\\nEveryone who made money off of this deserves to die',\n",
       " 'People interested in reaping the benefits of a society owe their share in maintaining that society. Trying to get out of paying your taxes is a massive, asocial dick move.',\n",
       " 'Never heard anything about Christians, only Muslims.',\n",
       " 'A baby born without a head can’t be alive. The brain is a vital part of the process for the heart and lungs to work. What you are presenting is called a red herring. Do I need to define that term for you?\\n\\nYou must have missed the part where C.S. Lewis says “he doesn’t know” and in fact is not making an argument that it can’t be possible, only that if it is not a possibility then it is impossible. So what does this mean? It means that he doesn’t know whether such things are possible or not, rather he only affirms the reality we see, as what is possible can be and what is not cannot be, to the best of his knowledge of logic as we understand it.\\n\\nSee Lewis doesn’t actually disagree here, you just have kindergarten reading comprehension skills.',\n",
       " 'Yes, but what about a response to them macing protesters?',\n",
       " \"we should be honest with ourselves here, neither of us is going to change the other's mind, so all we can do now is move on. have a good day, sincerely. :)\",\n",
       " 'Yes, it was. His another promise was \"if I ever break a Ukrainian law, I\\'m gonna leave my position as President immediately\".\\n\\nHe already did it twice: first, on April 23rd he showed his bulletin on camera after voting - that\\'s forbidden and he was actually fined an equivalent of $20, iirc;\\n\\nsecond, this thing with dissolving parliament - it also breaks the law, the parliament right now in the middle of forming a new coalition, so it\\'s immune to being dissolved, and once the coalition is re-formed, it\\'s immune once again because parliament elections are coming this autumn.\\n\\nSo there\\'s that about his promises-shmomises. Plus, it\\'s widely speculated that the only reason Zelensky wants to reelect parliament asap is his inflated ratings: by the time of legitimate election his political party will have a hard time gathering enough votes to gain the majority of seats.',\n",
       " \"No. You're wrong, but you do you, I'm not going to waste time on someone who managed to completely miss what I said and skip around the facts.\",\n",
       " 'Warren Buffet incoming.',\n",
       " \"They're real guns with real bullets.\",\n",
       " 'Trumpis are disconnected from objective reality.  Look at this gish, yeesh.',\n",
       " \"Users often report submissions from this site and ask us to ban it for sensationalized articles. At /r/worldnews, we oppose blanket banning any news source. Readers have a responsibility to be skeptical, check sources, and comment on any flaws.\\n\\nYou can help improve this thread by linking to media that verifies or questions this article's claims. Your link could help readers better understand this issue. If you do find evidence that this article or its title are false or misleading, contact the moderators who will review it\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*\",\n",
       " 'majority of israelis are secular. the hardcore religious can say that we are not jews, but in reality, they just do it to validate themselves, and hype up their students. they need us non-religious, to actually do something with our lives in order for them to keep their way of life.\\n\\nand about the first point, i agree, but that is because the religious parties are big voting blocks, and bibi needs to give them what they want to keep their support (most of them, just follow whatever their rabbi says, and care more about domestic issues, like conscription/school funding/etc than the palestinian issue)',\n",
       " 'Exploding meth labs destroying the bedrock.',\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'They would say leftists are the hateful ones. By classifying an entire group you don’t understand as “hateful” you have just contributed to the exact thing that has grown the right so much',\n",
       " \"If you don't know what the WHO's stance is how can you know it's a shitty argument?\\n\\nYou admitted yourself you didn't even know how they determined it's not a mental illness.\",\n",
       " 'Still no reason to lie.',\n",
       " 'Its actually been freezing in west coast if Scotland these last few days!',\n",
       " 'Or you work hard your whole life and get murdered by police because you’re black and holding a toy firetruck',\n",
       " 'My neighbor had a tree fall down two weeks ago in a storm. So they cut down 5 more trees. Now they have no trees in their yard. Thanks. There goes 40 years of growth.',\n",
       " \"You're assuming that the other one went down as well. We can't actually prove that it wasn't captured in flight by an alien space craft.\",\n",
       " 'Can youtube fucking ban PragerU and its garbage-ass bullshit commercials already? Fucking god damn that shit is illogical tripe',\n",
       " 'Try harder',\n",
       " 'BuT tHe MoDeLs KeEp ChAnGiNg!!1!',\n",
       " 'Ask yourself who profits by going to war with *anyone*.',\n",
       " 'Most facilities on U.S. Air Force and AIR national Guard Bases were built in the 1950’s. As aged facilities that use various steels require upgrading or replacement, contractors bid on the work. Once the bid is won, they purchase the required materials as cheep as they can. It is against the law to use chinese steel on these facilities. Contractors purchase cheeper Canadian (Chinese) steel. U.S. steel has become “too expensive” because cheeper (chinese) foreign steel is lower quality and does not have tarriffs on it to protect the U.S. steel industry.\\n\\nThe low quality of the steel (chinese/Canadian) becomes obvious in the new construction or upgrade process. The steel that the contractors just used must be repurchased again by the contractor. The contractors have to purchase the same steel twice. I have personally witnessed this.Sometimes the contractor finishes the job and the low quality canadian (chinese) steel is noticed by the Using organisations inspectors prior to acceptance, Then the contractors must then tear it down and start over. I have personally witnessed this.\\n\\nCanada knowingly imports shitty chinese steel and rebrands it as canadian steel. U.S. companies buy Canadian steel. Some of it is shitty chinese steel. Some of that shitty chinese steel is used on U.S. military facilities. This is obviously a National security issue. Trump, regardless of what you or I thimk of him, is right to reduce the amount of canadian (chinese) steel while promoting the use of U.S. steel.',\n",
       " 'Justin Trudeau is about to get several friendly tweets from the Racist in Chief Donald J Trump.',\n",
       " 'No. Sometimes it’s just way too specific. If you think they aren’t doing this shit then you’re either working for them or you’re naive. I’m not saying they are doing it in every instance, but multi-billion dollar corporations aren’t going to pass on this opportunity due to moral grounds when they have a dream advertising tool in their possession.',\n",
       " \"Wishful thinking. It doesn't really work like that. That's why I said the money needs to go there. Not here.\",\n",
       " 'Yellow Vests learned quick.',\n",
       " 'actually, she is only watchable person in that awkward video',\n",
       " \"True, but predictions out that far get trickier. \\n\\nRegardless, let's each do [what we can](https://citizensclimatelobby.org/join-citizens-climate-lobby/?tfa_3590416195188=reddit-CarbonTax&amp;utm_source=reddit&amp;utm_medium=referral&amp;utm_campaign=CarbonTax) right now.\",\n",
       " \"I'm not saying fake news........ like I said. I'm saying treat it like the rt article that started this. Both sides\",\n",
       " '&gt; Yea, fascinating and numbing that \"not violating the Geneva conventions\" is not even part of the conversation in Israel anymore, it\\'s \"are our soldiers going to take most of the land or all of the land?\"\\n\\nProbably because the Geneva Convention only applies to warfare?\\n\\nThere was a war. Israel won. There was no more war. Geneva Convention laws don\\'t apply.',\n",
       " \"You're really poorly informed about the topic, it's no use arguing without a basic grasp on the facts on the ground. No coal plant could sell its energy in a place where trapped renewable energy is abundant, simple as that.\\n\\n[https://www.caixinglobal.com/2019-04-30/china-is-wasting-less-solar-and-wind-power-101410615.html](https://www.caixinglobal.com/2019-04-30/china-is-wasting-less-solar-and-wind-power-101410615.html)\\n\\nAlongside improvements of the grid in China went an exodus of mining power to other places with similar local conditions. Coal power is produced near major industrial and population centers, whereas renewable power is produced where conditions are good, regardless of local needs. \\n\\n [https://www.carbonbrief.org/mapped-worlds-coal-power-plants](https://www.carbonbrief.org/mapped-worlds-coal-power-plants)\",\n",
       " \"Well, yes, but that doesn't make it right, or even acceptable. Trump is direct evidence that the system is flawed.\",\n",
       " \"Nazis killed almost all of their victims within less than 6 years in organised actions. There's your explanation why they're considered worse.\",\n",
       " 'Sure, but if you buy cheap shit from China and then say \"China is the problem not me\" then you\\'re practising hypocrisy.',\n",
       " 'Let them \"experience\" 3 months in a foreign prison for begging.',\n",
       " \"Where has the NAS said not to use stripbark or Korttajarvi? Because I can't find that statement anywhere. And even if it is true, there are other proxies that corroborate Mann's findings.\\n\\nhttp://www.climateaudit.info/pdf/mcintyre_mckitrick.2009.pnas.pdf\\n please read the notes to get the information that was presented against Mann08. The Korttajarvi data was improper because of contamination. It was improper because of being inverted so that no calibration of data could be performed. Also included were strip bark proxies that the NRC deemed to not be valid. The methodology for determining hockeysticks from red noise was used which made the results invalid. \\n\\nFurthermore negative CE statistics resulted from evaluation of the data which renders the study an invalid study.\\n\\n**THESE ARE ALL REASONS TO CLAIM THAT MANN LIED about claiming significant skill in performing the study. He did a shit job because he apparently did not care about the true results but merely what he wanted to present.** \\n\\nGo ahead and present more proxies that you claim are valid to show a hockeystick. The only other one I know of is Dongghi speleotherm that Mann once again used upside down so it could not be calibrated. There are other issues with that also.\",\n",
       " 'Derp',\n",
       " 'Imagine the reduction in emissions if the US goes to war with China. Nuclear winter may cause some issues, though.',\n",
       " 'Saudi Arabia has yet to pay for 911.  Fortunately victims families in the US have fought for the right to sue, and it could mean hundreds of billions of dollars.',\n",
       " \"At least I don't live on top a huge fault line.\",\n",
       " \"You might be thinking of what happened in Austria, Orban and his confederates took over Hungary several years ago under an anti-immigrant and stealth anti-semitism platform and have been tightening their grip on power veer since. Among some of the shit they've pulled is restructuring and consolidating Hungary's media to better serve as a propaganda system to their advantage (this is what that Austrian chancellor that got exposed as a willing tool for russia was referring to in the videos released) reconfiguring their parliamentary election system to ensure a disproportionate number of right-wing representatives relative to the party's total share of the votes (an idea stolen lock stock and barrel from republicans in the US who can pull shit like getting a supermajority of seats in state houses despite their opponents getting a majority of the vote) and attacks on academic institutes and programs which tend to correlate with more liberal/progressive/democratic ways of thinking with a particular emphesis on the right's favorite bogeyman George Soros (who is much maligned by the right because, GASP, his philanthropy activities tend to focus on democracy and egalitarianism). Needless to say this hasn't helped their depopulation crisis a single bit as people continue to flee the country, so we'll probably also see Orban and company going after things like birth control and reproductive rights.\",\n",
       " 'I eat the black part first. The BANANUS.',\n",
       " 'A very serious problem indeed.  In fact, we reworked how we view capital in economics because of realizations like this.',\n",
       " 'Radiation my dude. We could slap together a 100 megaton bomb no problem and eliminate the mountain and all life for 150 miles..',\n",
       " 'Self identified nazis should be banned. Yes. The problem is when people are labeled nazis for things that aren’t nazi like. I’ll give an example. If i think illegal immigration hurts blue collar workers(and it does) I’m labeled as hating pocs. I’ve been called a nazi in these comments for no reason at all.',\n",
       " \"Users often report submissions from this site and ask us to ban it for sensationalized articles. At /r/worldnews, we oppose blanket banning any news source. Readers have a responsibility to be skeptical, check sources, and comment on any flaws.\\n\\nYou can help improve this thread by linking to media that verifies or questions this article's claims. Your link could help readers better understand this issue. If you do find evidence that this article or its title are false or misleading, contact the moderators who will review it\\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*\",\n",
       " 'You’re*',\n",
       " \"The question then is was it Iran's airspace or not?? I am thinking it was  and this will be used as a flashpoint for an escalation of the rhetoric and tension.\",\n",
       " 'Kick the fuckers out. Reclaim democracy. This arrogant man has passed law after law eroding the democratic functions of Turkey, time to get him out.',\n",
       " \"Okay lets get more specific. Do you think America's foreign policy post world war 2 has been a net gain for the world or a net detriment?\",\n",
       " 'Thank you for the information.',\n",
       " 'They are just a reflection of the population.',\n",
       " \"They're not good at hiding it either\",\n",
       " 'because plants and animals are different?',\n",
       " \"Yeah, except the current rules of the Senate allow the majority leader to just table (read: ignore) the bill without so much as reading it.  No this is not new, or something that only Republicans have used - Harry Reid did this with every repeal of Obamacare that the House passed while he was majority leader.\\n\\nIf you liked the use of that rule then, you need to put up with its use now.  That's how it works, and has worked for decades.\",\n",
       " 'Imagine being so angry that you comment like 40 times in a single thread! ������ It must hurt know I’ve dismantled every one of your arguments! LMAO',\n",
       " 'Uhhh? What? Why would it collapse?',\n",
       " 'My cousins partner is taking medication for a FTM transition and require fairly regular visits to their doctor. Certainly more often than every 9 months. While I am sure that shipping people with a lifetime supply would work in some cases it would not work in all.',\n",
       " 'Sarcasm. Jesus.',\n",
       " 'Oh my god, do you remember what a fucking retarded piece of shit you were at 16?  I do. Me, i had fully formed and nuanced beliefs by 13, but not everyone is great like i am.',\n",
       " \"Lol, you mean planet ending, climate catastrophe 'weapons' like Oil?\",\n",
       " 'An \"evilmen\\'s agreement\"',\n",
       " \"It's true.I could buy Trump as ignoramus but atleast even if he tried to listen to experts on the field and follow their advice,he would get many more points from me.\",\n",
       " \"Sounds like you're already doing your part. If everyone followed suit that would be a great start to solving this massive issue.\",\n",
       " 'Im pretty sure most people getting upset about the pro Iranian comments are simply getting annoyed by how many comments are simply ignoring the fact their government has been chanting death to america, stone gay people and held americans hostage and instead are just shitting on Trump like he is the only one in the wrong and its nothing personal against the people of Iran just their shitty government and the hypocrisy of this statement',\n",
       " \"   Now why would anyone want to give their private information to the WH - and then have their email account filed with Donald's rhetoric.     I hope someone does and reports if there is a call to donate to his campaign -    Brad Parscale must be gleeful about getting more contacts, sigh.   \\n\\nThis sounds like the beginning of Joe McCarthy HUAC event - so NOPE\",\n",
       " 'No, I just think you’re full of shit',\n",
       " \"I know what you're saying, but the damage Clinton did to the economy didn't kick in for like 12 years. It's just hard to tell it from the damage Bush did because he pretty much continued the same project.\",\n",
       " \"The problem with nuclear power is the human element. It's the managers who get complacent and start to cut corners, substitute high-quality parts for cheaper low quality parts, and generally skimp on safety and quality control. And in this way a safe technology transforms into a ticking time bomb. Unfortunately this has happened again and again because nuclear power has extremely high upfront costs, so there's a large incentive to cut corners. \\n\\nA good example of this is the San Onofre plant in Southern California that had to be shut down because of a managerial decision to use cheaper parts that eventually began leaking radiation. Yet even shut down, the plant poses a significant potential radiation hazard to the huge population areas of both San Diego and Los Angeles. Again, this is because of budget decisions. It's been deemed too expensive to move all the radioactive material offsite, even though the plant is literally right next to the Pacific Ocean.\",\n",
       " \"If you're joking - honestly smiled.\\n\\nIf not: i don't know, but insulting you in a clever way would be a waste of my wasted time.\",\n",
       " 'Really, what with Brexit and all, no-one should be listening to \"Half of Britons\" when it comes to the economy.',\n",
       " \"It's both actually.\",\n",
       " '\"That young girl is one of the least benightedly unintelligent organic life forms it has been my profound lack of pleasure not to be able to avoid meeting.\"',\n",
       " 'There was zero evidence that supports the idea he collided with Russia. You’re deluded if you think otherwise. Legitimately get over it. You’re clearly mentally unwell if you don’t get that. \\n\\nIt was 100% politically motivated. That’s why democrats wanted it so badly for the first year and once it was half way done they abandoned it. \\n\\n&gt;I don\\'t think \"nothing\" means what you think it means. \\n\\nWhat did they come out with that implicated him in anything? Use only wording in the report. \\n\\n&gt;found multiple criminal cases of obstruction of justice. \\n\\nPost the wording in the report. \\n\\n&gt;Not to mention actual collusion; just not enough to make a criminal case (largely due to the obstruction of justice).\\n\\nPost it. From the report. Full parts, not cherry picking certain sections. \\n\\nI’ve read the entire thing. I know that none of what you day is in there. That’s why you want have to sit on the redacted parts. Which is pathetically stupid because if there were anything in those parts that was damning someone from the team would have leaked it already *because the mueller team had tons of leaks from the start*. \\n\\nLet’s see where your deluded mind takes us next. Can’t wait to see you try to move goalposts and take information out of context/ misunderstand the entire thing.\\n\\n��',\n",
       " 'If my religion was based around freedom of speech, and somebody said that freedom of speech was bad. Would that attack on my religion be considered a hate crime?',\n",
       " 'I wish i was married, or have a pension.',\n",
       " 'We do it in most of the US as well\\n\\nEdit: not sure if it’s actually *most*, but a lot of major cities/states',\n",
       " \"Why can't we just yeet nuclear waste into space?\\n\\nEspecially with private space company's now like space x it's becoming cheaper and cheaper.\",\n",
       " 'You were the one saying you did not want to go into the blame/protection game - yet you are doing it. \\n\\nI gave you a hypothetical thats it - not my fault it explains a lot.',\n",
       " \"We think that's why Asian Americans who are good-looking are so proud of being Asian and even know they are better than most white people. Higher self-esteem stems a lot from happiness with one's own appearance. That's why self-hating Asians are typically the below average looking ones. Same in Asian countries, the uglier asians also hate themselves as they are ashamed of the way they look.\\n\\nAsians in US are also smarter than the people in pretty much all other nations: https://isteve.blogspot.com/2013/12/overall-pisa-rankings-include-america.html\\n\\nFor example, they are way smarter than europeans lol\",\n",
       " '&gt;\"...the alternative “**would mean a catastrophic situation for the whole world,**” António Guterres told The Associated Press in an exclusive interview.\"...\\n&gt; \"...**the world’s nations set a goal to limit global warming to no more than 0.9 degrees (0.5 degrees Celsius) from now. Most scientists say it is highly unlikely, if not outright undoable,** to keep man-made climate change that low...\"\\n\\n&gt;...\"That is the paradox. Things are getting worse. Temperatures are rising **faster than expected.** We see the Arctic melting. We see glaciers disappearing. We see corals bleaching. We see biodiversity being dramatically threatened. So things are getting worse and worse...\"\\n\\n*\"Faster Than Expected*\"**™**',\n",
       " 'mmk mr skeletal',\n",
       " \"Yeah. This is true. The vast majority of those numbers are ones not necessarily *asking* for it but they aren't putting themselves in a position to *not* become a statistic either-- crime for example.  Now to fix the numbers of those not asking for it.\",\n",
       " \"Again, which country? I do not know a country where this is true.\\n\\n\\n\\n\\n\\nSure, a lot of things he's campaining for have already be won in a lot of Europe, but not all. And championing those rights does make you left wing, even if most rights or center right wing politicians only dare slowly carve at those rights.\\n\\nLéon Blum is still a left wing icon, even if the victories he won are now considered normal by most.\\n\\nAnd again, give me a country in Europe where being in favor of a 90% marginal income tax is compatible with center or right wing positions.\\n\\nI'm going to bet you're american, and not actually aware of what politics are like in Europe.\",\n",
       " 'American liberalism doesn\\'t even register as left on the political spectrum. That\\'s the whole crux of the point that European conservatives would be seen as center-left in the US. However, socialists, anarchists, and communists in the US (actual leftist ideologies with an oppositional critique of capital, not the management/regulatory faction debating a deregulation faction of the same economic model) are likely to have much more in common with their counterparts in the rest of the world than say, a \"liberal\" in the US and a liberal in the UK.',\n",
       " 'Not in your short lifetime',\n",
       " 'Because if they are buying it, that means they are giving more money for it than anyone else would be willing to so we are making money from their purchase.\\n\\nAlso, the person above said “a foreign national,” not a foreign country. If someone who happens to be from another country has the means and inclination to buy two homes, why shouldn’t he be able to?',\n",
       " 'Lol what a ridiculous statement, by that logic anything that involves people is a house of public accommodation. You should try reading section 2 of the Civil Rights Act.',\n",
       " 'Couldn’t they mold an enamel however you wanted it to look than?',\n",
       " \"I think that's a better example of offsetting than I was making, you're right. One less t-shirt per bag, over the course of your entire life. Even less than that, since usually the bag is being used to carry food for multiple people. Buy your toddler one less shirt they'll grow out of in a couple months and you've offset that bag.\",\n",
       " 'That little bitch dwarf threw a hissy fit tantrum again?',\n",
       " 'That election was a sham. The Supreme Court took Lula out of the picture because he would have won.',\n",
       " 'You mean the lazy kids who don’t care about history anyways don’t pay attention. \\n\\nYou don’t get to complain about not being educated while also saying you refused to pay attention. It doesn’t work both ways.',\n",
       " 'So stop feeling so bad, it’s done now.',\n",
       " 'Not really when my son gets old enough he will be given the same talk my dad gave me. If you commit a crime and I know about it you will be turned in to the cops. Given we do have criminals in the family and he has turned a relative in before I dont doubt for a min he would. Why? My dad raised us to be responsible for our actions good or bad our actions are on us an no one else.',\n",
       " \"The borders certainly aren't arbitrary when it comes to the Chinese point of view on Hong Kong and Taiwan.\\n\\nMore so, we're not talking about the scientific community writ larger or (all) ethnic Chinese in it. Just spies or pirates acting on behalf of the Chinese government and/or those who don't want to cooperate with the FBI or resign their positions under suspicious circumstance to run back to China before their passport's taken.\",\n",
       " \"Because this is a religious fight? I mean, you'd have to think people are pretty stupid to not see the agenda you're trying to push here.\",\n",
       " 'It’s the ocean. You can’t stop fish from moving.',\n",
       " 'No u',\n",
       " \"&gt; Israel doesn't deserve to have a state\\n\\nAND there it is. All that bullshit (because everything you wrote is bullshit) just to try and justify your hatred of jews.\",\n",
       " 'I think your confused. Calling for military level of spending for climate change is not death threats against specific people.',\n",
       " 'Ok so if it is not neutral then it must have some bias.  What is the bias?  You think it all leans right?',\n",
       " 'They probably dehydrated it to save on shipping costs.',\n",
       " 'So socialism.',\n",
       " \"I genuinely thought this was already the case in Mexico. Can't you buy xannax over the counter?\",\n",
       " 'Last time, Trump went to isreal, the same day there was that huge attack on the iranian parliament from terrorist.\\n\\nThe first terrorist attack received this century for Iran. These two countries are definitely playing games with each other',\n",
       " '&gt; A condo is pretty much another name for, \"apartment,\"\\n\\nI don\\'t care what you call it, it\\'s a way to avoid paying rent to someone else. I started off in an affordable 500 ft^2 studio. Paid it off and renovated and rented it out and bought a bigger place. Rinse and repeat; it\\'s not difficult if you work for it.',\n",
       " 'Things will go your way politically if Australia gets as many asylum seekers as possible.',\n",
       " \"It is not illegal.  Trespass etimology means to enter unlawfully but that's misleading .  The type of trespass like types of murder mean very different things in UK law.\\n\\nThough it is a crime in other countries so maybe thats your confusion.\\n\\nYou're thinking of aggregated trespassing or refusing to leave when asked which can be a police matter etc.  But she was neither of these things.  She walked in and and as there was no security she had a right to be there. She didn't break anything or steal anything and she didn't refuse to leave.   She committed no crime in the UK.  This is a fact you can check.\\n\\nPls google before speaking false statements as truth.\\n\\nI wasn't the bouncer but thanks for asking lol I was the manager.  \\n\\nThe manager learns all aspects of his business  so he can not only do his job well but help his employees to do their work.  He should have an understanding of all aspects and be willing to do every job including security.  So yes it does give a trained professional an intrinsic understanding of human  behaviour and acts of random violence (sadly).  \\n\\nBut this is only my opinion based on experince while your comment is opinion based on a mistake :? Lol\",\n",
       " ...]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Vectorize the testing set and preparation on the testing set \n",
    "# create a corpus for the df base on comment section, I limited the amount of rows to 150000 as using the whole dataframe will crash my computer\n",
    "corpus=X_test['body'].iloc[:1000000].values.astype(str).tolist()\n",
    "corpus"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "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>000</th>\n",
       "      <th>02</th>\n",
       "      <th>039</th>\n",
       "      <th>05</th>\n",
       "      <th>06</th>\n",
       "      <th>07</th>\n",
       "      <th>10</th>\n",
       "      <th>100</th>\n",
       "      <th>101</th>\n",
       "      <th>11</th>\n",
       "      <th>...</th>\n",
       "      <th>year</th>\n",
       "      <th>years</th>\n",
       "      <th>yemen</th>\n",
       "      <th>yep</th>\n",
       "      <th>yes</th>\n",
       "      <th>young</th>\n",
       "      <th>youtu</th>\n",
       "      <th>youtube</th>\n",
       "      <th>yup</th>\n",
       "      <th>zero</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.115584</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>0.244892</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49995</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49996</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49997</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49998</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49999</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50000 rows × 2000 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            000   02  039   05   06   07   10  100  101   11  ...  year  \\\n",
       "0      0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "1      0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "2      0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "3      0.244892  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "4      0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "...         ...  ...  ...  ...  ...  ...  ...  ...  ...  ...  ...   ...   \n",
       "49995  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "49996  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "49997  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "49998  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "49999  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "\n",
       "       years  yemen  yep  yes  young  youtu  youtube  yup      zero  \n",
       "0        0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "1        0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "2        0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.115584  \n",
       "3        0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "4        0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "...      ...    ...  ...  ...    ...    ...      ...  ...       ...  \n",
       "49995    0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "49996    0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "49997    0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "49998    0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "49999    0.0    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000  \n",
       "\n",
       "[50000 rows x 2000 columns]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#TFidf vectorizer \n",
    "tfidf = TfidfVectorizer(stop_words='english', max_features=2000)\n",
    "score = tfidf.fit_transform(corpus)\n",
    "tfidf_cap = pd.DataFrame(score.toarray(), columns=tfidf.get_feature_names())\n",
    "tfidf_cap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "#limit the amount of Y_train to mathc the X_train \n",
    "y_test=y_test.iloc[:1000000].reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "# append the controversiality\n",
    "tfidf_cap['controversiality']= y_test['controversiality']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "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>000</th>\n",
       "      <th>02</th>\n",
       "      <th>039</th>\n",
       "      <th>05</th>\n",
       "      <th>06</th>\n",
       "      <th>07</th>\n",
       "      <th>10</th>\n",
       "      <th>100</th>\n",
       "      <th>101</th>\n",
       "      <th>11</th>\n",
       "      <th>...</th>\n",
       "      <th>years</th>\n",
       "      <th>yemen</th>\n",
       "      <th>yep</th>\n",
       "      <th>yes</th>\n",
       "      <th>young</th>\n",
       "      <th>youtu</th>\n",
       "      <th>youtube</th>\n",
       "      <th>yup</th>\n",
       "      <th>zero</th>\n",
       "      <th>controversiality</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.115584</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>0.244892</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49995</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49996</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49997</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49998</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>49999</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50000 rows × 2001 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            000   02  039   05   06   07   10  100  101   11  ...  years  \\\n",
       "0      0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "1      0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "2      0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "3      0.244892  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "4      0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "...         ...  ...  ...  ...  ...  ...  ...  ...  ...  ...  ...    ...   \n",
       "49995  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "49996  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "49997  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "49998  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "49999  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...    0.0   \n",
       "\n",
       "       yemen  yep  yes  young  youtu  youtube  yup      zero  controversiality  \n",
       "0        0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 0  \n",
       "1        0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 0  \n",
       "2        0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.115584                 1  \n",
       "3        0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 1  \n",
       "4        0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 0  \n",
       "...      ...  ...  ...    ...    ...      ...  ...       ...               ...  \n",
       "49995    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 0  \n",
       "49996    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 0  \n",
       "49997    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 0  \n",
       "49998    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 0  \n",
       "49999    0.0  0.0  0.0    0.0    0.0      0.0  0.0  0.000000                 0  \n",
       "\n",
       "[50000 rows x 2001 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tfidf_cap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "#predicting using the testing set \n",
    "y_test=tfidf_cap[['controversiality']]\n",
    "X_test= tfidf_cap.drop(columns=['controversiality'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model accuracy: 0.92142\n"
     ]
    }
   ],
   "source": [
    "y_pred= logreg.predict(X_test)\n",
    "accuracy = accuracy_score(y_test,y_pred)\n",
    "print('Model accuracy:',accuracy)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Augumenting null values "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "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>body</th>\n",
       "      <th>author</th>\n",
       "      <th>created_utc</th>\n",
       "      <th>subreddit_id</th>\n",
       "      <th>link_id</th>\n",
       "      <th>parent_id</th>\n",
       "      <th>score</th>\n",
       "      <th>retrieved_on</th>\n",
       "      <th>controversiality</th>\n",
       "      <th>gilded</th>\n",
       "      <th>id</th>\n",
       "      <th>subreddit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>245698</td>\n",
       "      <td>&amp;gt; Um, do you practice law? I beg to differ....</td>\n",
       "      <td>Arctus9819</td>\n",
       "      <td>1558407825</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw6gz</td>\n",
       "      <td>t1_eoa2kqs</td>\n",
       "      <td>1</td>\n",
       "      <td>1562977557</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eoa5k66</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>245699</td>\n",
       "      <td>Even Texas has more installed renewable power ...</td>\n",
       "      <td>mutatron</td>\n",
       "      <td>1558445892</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>t1_eo9xxqq</td>\n",
       "      <td>1</td>\n",
       "      <td>1563020720</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eoboozg</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>245701</td>\n",
       "      <td>As long as we are run by lobbyists period. \\n\\...</td>\n",
       "      <td>WitchBerderLineCook</td>\n",
       "      <td>1558460820</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>t1_eo90bt0</td>\n",
       "      <td>1</td>\n",
       "      <td>1563043860</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eocn9fn</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>245702</td>\n",
       "      <td>We just voted in a bunch of complete bastards ...</td>\n",
       "      <td>sagewah</td>\n",
       "      <td>1558404649</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>t1_eo90bt0</td>\n",
       "      <td>1</td>\n",
       "      <td>1562975233</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eoa0mqm</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>245703</td>\n",
       "      <td>thanks for doing this *after* the election</td>\n",
       "      <td>pnutzgg</td>\n",
       "      <td>1558443685</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>t3_bqw78v</td>\n",
       "      <td>1</td>\n",
       "      <td>1563016411</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>eobk49n</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278477</td>\n",
       "      <td>Unless you're talking about gasoline.  In whic...</td>\n",
       "      <td>velocide</td>\n",
       "      <td>1564614978</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdf21</td>\n",
       "      <td>t1_evmpvst</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573368117</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmx9l1</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278478</td>\n",
       "      <td>Well I know some people really believe that ki...</td>\n",
       "      <td>Frenetic911</td>\n",
       "      <td>1564608062</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqi1</td>\n",
       "      <td>t1_evmfvj9</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573360539</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmhefv</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278479</td>\n",
       "      <td>WTF you can’t arrest him! He is rich! \\n\\nThat...</td>\n",
       "      <td>Ricky_RZ</td>\n",
       "      <td>1564610891</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573363847</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>evmoaw0</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278480</td>\n",
       "      <td>Now he just needs to make a deal with the Pres...</td>\n",
       "      <td>tripleterrific</td>\n",
       "      <td>1564613746</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>t3_ckdqr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573366951</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>evmutfs</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3278481</td>\n",
       "      <td>Hi washingboard. Your submission from washingt...</td>\n",
       "      <td>AutoModerator</td>\n",
       "      <td>1564612465</td>\n",
       "      <td>t5_2qh13</td>\n",
       "      <td>t3_ckfkr6</td>\n",
       "      <td>t3_ckfkr6</td>\n",
       "      <td>-1</td>\n",
       "      <td>1573365694</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>evms674</td>\n",
       "      <td>worldnews</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2615584 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                      body  \\\n",
       "245698   &gt; Um, do you practice law? I beg to differ....   \n",
       "245699   Even Texas has more installed renewable power ...   \n",
       "245701   As long as we are run by lobbyists period. \\n\\...   \n",
       "245702   We just voted in a bunch of complete bastards ...   \n",
       "245703          thanks for doing this *after* the election   \n",
       "...                                                    ...   \n",
       "3278477  Unless you're talking about gasoline.  In whic...   \n",
       "3278478  Well I know some people really believe that ki...   \n",
       "3278479  WTF you can’t arrest him! He is rich! \\n\\nThat...   \n",
       "3278480  Now he just needs to make a deal with the Pres...   \n",
       "3278481  Hi washingboard. Your submission from washingt...   \n",
       "\n",
       "                      author  created_utc subreddit_id    link_id   parent_id  \\\n",
       "245698            Arctus9819   1558407825     t5_2qh13  t3_bqw6gz  t1_eoa2kqs   \n",
       "245699              mutatron   1558445892     t5_2qh13  t3_bqw78v  t1_eo9xxqq   \n",
       "245701   WitchBerderLineCook   1558460820     t5_2qh13  t3_bqw78v  t1_eo90bt0   \n",
       "245702               sagewah   1558404649     t5_2qh13  t3_bqw78v  t1_eo90bt0   \n",
       "245703               pnutzgg   1558443685     t5_2qh13  t3_bqw78v   t3_bqw78v   \n",
       "...                      ...          ...          ...        ...         ...   \n",
       "3278477             velocide   1564614978     t5_2qh13  t3_ckdf21  t1_evmpvst   \n",
       "3278478          Frenetic911   1564608062     t5_2qh13  t3_ckdqi1  t1_evmfvj9   \n",
       "3278479             Ricky_RZ   1564610891     t5_2qh13  t3_ckdqr6   t3_ckdqr6   \n",
       "3278480       tripleterrific   1564613746     t5_2qh13  t3_ckdqr6   t3_ckdqr6   \n",
       "3278481        AutoModerator   1564612465     t5_2qh13  t3_ckfkr6   t3_ckfkr6   \n",
       "\n",
       "         score  retrieved_on  controversiality  gilded       id  subreddit  \n",
       "245698       1    1562977557                 0       0  eoa5k66  worldnews  \n",
       "245699       1    1563020720                 0       0  eoboozg  worldnews  \n",
       "245701       1    1563043860                 0       0  eocn9fn  worldnews  \n",
       "245702       1    1562975233                 0       0  eoa0mqm  worldnews  \n",
       "245703       1    1563016411                 0       0  eobk49n  worldnews  \n",
       "...        ...           ...               ...     ...      ...        ...  \n",
       "3278477     -1    1573368117                 0       0  evmx9l1  worldnews  \n",
       "3278478     -1    1573360539                 0       0  evmhefv  worldnews  \n",
       "3278479     -1    1573363847                 1       0  evmoaw0  worldnews  \n",
       "3278480     -1    1573366951                 0       0  evmutfs  worldnews  \n",
       "3278481     -1    1573365694                 1       0  evms674  worldnews  \n",
       "\n",
       "[2615584 rows x 12 columns]"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#subset of data that we kept as missing\n",
    "nulldf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['&gt; Um, do you practice law? I beg to differ. If I have a slam dunk case in front of me, I relish in the opportunity to utterly demolish the defense in front of a jury. The only time I\\'m settling a golden goose case is if the differential in the settlement agreement is equivalent to what it would have cost to go to court and charge my client attorney\\'s fees and increased contingency. \\n\\nThis is your stance, not a general one. \"Slam dunk case\"? \"Demolish the defense\"? That\\'s movie talk.\\n\\n&gt; Unfortunately for your argument, neither of these are relevant. This isn\\'t a criminal proceeding eating up state tax dollars and it\\'s not a suit against a corporation in which has PR at stake.\\n\\nA flight blown up in the air hasn\\'t got any criminal aspects? US has not got any pride?\\n\\n&gt; If I were on the Iranian counsel, this would be much more than monetary relief. Receiving a judgement against the United States, even if unenforced, is the ultimate victory. It allows the international court of opinion to look disfavorably upon the US, seeing them as hypocritical in their \"pen over sword\" approach. It undermines the relationship the US has with their lukewarm allies, making those allies more suspicious and distrusting of the US and hopefully more favorable to Iran. \\n\\nYou really have no experience with a legal system. Receiving a judgement is never guaranteed, even in your so called \"slam dunk cases\". Nor is a nation at war concerned with international opinion of an unrelated nation, especially from a court with limited power. Please get at the very least some second-hand experience of law before making such grandiose, idealistic arguments.\\n\\n&gt; I\\'m make no claim of being profound or intelligent in this strategy. In fact, it\\'s quite obvious. Because Iran did not take this strategy, it\\'s telling of faults within their version of the fact pattern. They knew they didn\\'t have airtight evidence to support their version of events and thus opted to at least get some money out of the issue.\\n\\nOnce again, you demonstrate your inexperience. A settlement doesn\\'t indicate guilt or innocence of either party. That\\'s one of the main points of having a settlement in the first place.',\n",
       " 'Typical China, what do you expect',\n",
       " \"it also affects going anywhere that accepts ID, since surprisingly many people grump at anything other than a driver's licence\",\n",
       " 'Russland, wenn Sie zuhören ...',\n",
       " 'Thank you for bringing an empathetic voice to this conversation. I agree that we should be wary of paid trolls, and yet try to be kind to victims of the decades-long propaganda campaigns.',\n",
       " \"That's all of us now.\",\n",
       " 'Your submission has been automatically removed pending manual approval because your account does not meet the minimum karma or account age requirements of /r/worldnews for submitting from an uncommon domain. \\n\\nIf you are new to reddit, we suggest you read\\n\\n* [reddit 101](http://www.reddit.com/r/help/comments/2bx3cj/reddit_101/)\\n\\n* [How reddit works](http://www.redditblog.com/2014/07/how-reddit-works.html)\\n\\n* [The rules of /r/worldnews](http://www.reddit.com/r/worldnews/wiki/rules)\\n\\nYou may also want to review the [Reddit guidelines regarding spam](http://www.reddit.com/help/faq#Whatconstitutesspam) and the [wiki on self-promotion on reddit](http://www.reddit.com/wiki/selfpromotion). \\n\\n*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/worldnews) if you have any questions or concerns.*',\n",
       " 'Ahhh. Okay okay xD',\n",
       " 'They execute homosexuals because they’re shitty people. Has nothing to do with shariah law.',\n",
       " 'Iranian bitch slap.  NICE!!']"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Vectorize the testing set and preparation on the testing set \n",
    "# create a corpus for the df base on comment section, I limited the amount of rows to 150000 as using the whole dataframe will crash my computer\n",
    "corpus=nulldf['body'].iloc[:100000].values.astype(str).tolist()\n",
    "corpus[0:100:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "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>000</th>\n",
       "      <th>02</th>\n",
       "      <th>039</th>\n",
       "      <th>04</th>\n",
       "      <th>05</th>\n",
       "      <th>06</th>\n",
       "      <th>07</th>\n",
       "      <th>10</th>\n",
       "      <th>100</th>\n",
       "      <th>101</th>\n",
       "      <th>...</th>\n",
       "      <th>year</th>\n",
       "      <th>years</th>\n",
       "      <th>yemen</th>\n",
       "      <th>yep</th>\n",
       "      <th>yes</th>\n",
       "      <th>young</th>\n",
       "      <th>youtu</th>\n",
       "      <th>youtube</th>\n",
       "      <th>yup</th>\n",
       "      <th>zero</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.223199</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149995</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149996</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.073479</td>\n",
       "      <td>0.079502</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149997</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149998</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.054799</td>\n",
       "      <td>0.118582</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>149999</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>150000 rows × 2000 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        000        02       039   04   05   06   07   10  100  101  ...  year  \\\n",
       "0       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "1       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "2       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "3       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "4       0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "...     ...       ...       ...  ...  ...  ...  ...  ...  ...  ...  ...   ...   \n",
       "149995  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "149996  0.0  0.073479  0.079502  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "149997  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "149998  0.0  0.054799  0.118582  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "149999  0.0  0.000000  0.000000  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...   0.0   \n",
       "\n",
       "           years  yemen  yep  yes  young  youtu  youtube  yup  zero  \n",
       "0       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "1       0.223199    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "2       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "3       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "4       0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "...          ...    ...  ...  ...    ...    ...      ...  ...   ...  \n",
       "149995  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "149996  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "149997  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "149998  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "149999  0.000000    0.0  0.0  0.0    0.0    0.0      0.0  0.0   0.0  \n",
       "\n",
       "[150000 rows x 2000 columns]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tfidf = TfidfVectorizer(stop_words='english', max_features=2000)\n",
    "score = tfidf.fit_transform(corpus_train)\n",
    "tfidf_cap = pd.DataFrame(score.toarray(), columns=tfidf.get_feature_names())\n",
    "tfidf_cap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 0, ..., 0, 0, 0], dtype=int64)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Predicting the controversiality base on tfidf for one with missing value \n",
    "logreg.predict(tfidf_cap)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Potentially what this did is to able to predict whether a post will be controversial, this will be able to apply on other areas that will help us predict if some post or tweets will be controversial. The beauty of this is that the analysis is done on unstructure free floating text, thus this will be able to apply on other same format forum"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "controversiality    1.000000\n",
       "jpg                 0.599828\n",
       "ha                  0.585317\n",
       "milk                0.531349\n",
       "alcohol             0.516745\n",
       "haha                0.512796\n",
       "buddy               0.510739\n",
       "yep                 0.494027\n",
       "tho                 0.484505\n",
       "moron               0.483008\n",
       "troll               0.481962\n",
       "mad                 0.476046\n",
       "genuinely           0.470678\n",
       "cops                0.466509\n",
       "nah                 0.465426\n",
       "thank               0.462088\n",
       "fascism             0.459178\n",
       "antifa              0.454597\n",
       "fat                 0.452099\n",
       "hitler              0.450971\n",
       "dtype: float64"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#This is to show the top 20 words that appear the most as tfidf, this will inform us the top controversial post are mostly consist of \n",
    "import numpy as np\n",
    "mask=tfidf_train['controversiality']==1\n",
    "tmp=tfidf_train[mask]\n",
    "tmp.replace(0, np.nan).mean(skipna=True).sort_values(ascending=False)[:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}