{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Create AMITT website sql\n",
    "\n",
    "Creates the sqlite file used as a datasource in the AMITT website tests. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "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>amitt_id</th>\n",
       "      <th>name</th>\n",
       "      <th>summary</th>\n",
       "      <th>incident_id</th>\n",
       "      <th>technique_id</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>IT00000001</td>\n",
       "      <td>buy FB targeted ads</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0018</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>IT00000010</td>\n",
       "      <td>Targeted FB paid ads</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0018</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>IT00000057</td>\n",
       "      <td>Targeted FB paid ads</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0018</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>IT00000002</td>\n",
       "      <td>Promote \"funding\" campaign</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0017</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>IT00000003</td>\n",
       "      <td>create web-site - information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0019</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>IT00000014</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0019</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>IT00000031</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0019</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>IT00000037</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0019</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>IT00000061</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0019</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>IT00000082</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0019</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>IT00000094</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0019</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>IT00000120</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0019</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>IT00000137</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0019</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IT00000146</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0019</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>IT00000156</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0019</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IT00000180</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0019</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IT00000004</td>\n",
       "      <td>create web-site - information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0056</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>IT00000015</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0056</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>IT00000032</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0056</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>IT00000038</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0056</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>IT00000062</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0056</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>IT00000083</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0056</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>IT00000095</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0056</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>IT00000121</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0056</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>IT00000138</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0056</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>IT00000147</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0056</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>IT00000157</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0056</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>IT00000162</td>\n",
       "      <td>State-run media seeds foreign influence enviro...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0056</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>IT00000181</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0056</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>IT00000005</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0046</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>IT00000022</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0046</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>IT00000043</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0046</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>IT00000071</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0046</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>IT00000085</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0046</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>IT00000103</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0046</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>IT00000125</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0046</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>IT00000140</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0046</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>IT00000149</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0046</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>IT00000161</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0046</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>IT00000172</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0046</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>IT00000183</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0046</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>IT00000006</td>\n",
       "      <td>legacy web content</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0058</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>IT00000007</td>\n",
       "      <td>hard to remove content and/or campaign/exploit...</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0058</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>IT00000176</td>\n",
       "      <td>legacy web content</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0058</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>IT00000008</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0054</td>\n",
       "      <td>45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>IT00000034</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0054</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>IT00000041</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0054</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>IT00000055</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0054</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>IT00000076</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>T0054</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>IT00000079</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0054</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>IT00000090</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0054</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>IT00000115</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>T0054</td>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>IT00000118</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0054</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>IT00000131</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0054</td>\n",
       "      <td>54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>IT00000134</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0054</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>IT00000144</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0054</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>IT00000154</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0054</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>IT00000169</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0054</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>IT00000177</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0054</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>IT00000009</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0053</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>IT00000035</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0053</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>IT00000042</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0053</td>\n",
       "      <td>62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>IT00000056</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0053</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>IT00000077</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>T0053</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>IT00000080</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0053</td>\n",
       "      <td>65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>IT00000091</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0053</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>IT00000119</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0053</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>IT00000132</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0053</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>IT00000135</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0053</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>IT00000145</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0053</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>IT00000155</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0053</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>IT00000170</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0053</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>IT00000178</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0053</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>IT00000011</td>\n",
       "      <td>Fake FB groups + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0007</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>IT00000029</td>\n",
       "      <td>Fake twitter profiles to amplify</td>\n",
       "      <td>Twitter bots used to drive visbility</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0007</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>IT00000039</td>\n",
       "      <td>FB pages</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0007</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>IT00000045</td>\n",
       "      <td>FB pages/groups/profiles</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0007</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>IT00000058</td>\n",
       "      <td>Fake FB groups + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0007</td>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>IT00000078</td>\n",
       "      <td>Fake FB groups/pages/profiles + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>T0007</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>IT00000092</td>\n",
       "      <td>Fake FB groups/pages/profiles</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0007</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>IT00000171</td>\n",
       "      <td>Fake FB groups/pages/profiles + dark content (...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0007</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>IT00000012</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0057</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>IT00000059</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0057</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>IT00000093</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0057</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>IT00000164</td>\n",
       "      <td>Events coordinated and promoted across media p...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0057</td>\n",
       "      <td>85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>IT00000166</td>\n",
       "      <td>Extend digital the physical space… gatherings ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0057</td>\n",
       "      <td>86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>IT00000013</td>\n",
       "      <td>manipulate social media \"online polls\"?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0029</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>IT00000060</td>\n",
       "      <td>manipulate social media \"online polls\"?</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0029</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>IT00000016</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0010</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>IT00000033</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0010</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>IT00000044</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0010</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>IT00000063</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0010</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>IT00000084</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0010</td>\n",
       "      <td>93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>IT00000104</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0010</td>\n",
       "      <td>94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>IT00000126</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0010</td>\n",
       "      <td>95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>IT00000139</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0010</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>IT00000148</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0010</td>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>IT00000158</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0010</td>\n",
       "      <td>98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>IT00000182</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0010</td>\n",
       "      <td>99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>IT00000017</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0031</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>IT00000046</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0031</td>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>IT00000064</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0031</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>IT00000087</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0031</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>IT00000096</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0031</td>\n",
       "      <td>104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>IT00000122</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0031</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>IT00000142</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0031</td>\n",
       "      <td>106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>IT00000151</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0031</td>\n",
       "      <td>107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>IT00000159</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0031</td>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>IT00000185</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0031</td>\n",
       "      <td>109</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>IT00000018</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0032</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>IT00000047</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0032</td>\n",
       "      <td>111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>IT00000065</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0032</td>\n",
       "      <td>112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>IT00000088</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0032</td>\n",
       "      <td>113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>IT00000097</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0032</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>IT00000123</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0032</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>IT00000143</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0032</td>\n",
       "      <td>116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>IT00000152</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0032</td>\n",
       "      <td>117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>IT00000160</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0032</td>\n",
       "      <td>118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>IT00000186</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0032</td>\n",
       "      <td>119</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>IT00000019</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0034</td>\n",
       "      <td>120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>IT00000067</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0034</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>IT00000099</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0034</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>IT00000020</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0035</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>IT00000068</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0035</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>IT00000100</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0035</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>IT00000021</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0036</td>\n",
       "      <td>126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>IT00000069</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0036</td>\n",
       "      <td>127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>IT00000101</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0036</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>IT00000023</td>\n",
       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
       "      <td>Meme that ISIS was responsible for a local che...</td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0021</td>\n",
       "      <td>129</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>IT00000072</td>\n",
       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0021</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>IT00000117</td>\n",
       "      <td>memes</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>T0021</td>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>IT00000173</td>\n",
       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0021</td>\n",
       "      <td>132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>IT00000024</td>\n",
       "      <td>Backstop personas</td>\n",
       "      <td>Wikipedia fake persona \"AmandaGray91\".</td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0030</td>\n",
       "      <td>133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>IT00000074</td>\n",
       "      <td>Backstop personas</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0030</td>\n",
       "      <td>134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>IT00000025</td>\n",
       "      <td>Use SMS/text messages</td>\n",
       "      <td>SMS messages sent to local residents</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0043</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>IT00000026</td>\n",
       "      <td>Fake video/images</td>\n",
       "      <td>Fake youtube video of ISIS claiming responsibi...</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0024</td>\n",
       "      <td>136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>IT00000116</td>\n",
       "      <td>photoshopped/fake images</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>T0024</td>\n",
       "      <td>137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>IT00000027</td>\n",
       "      <td>Create and use hashtag</td>\n",
       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0015</td>\n",
       "      <td>138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>IT00000028</td>\n",
       "      <td>Create and use hashtag</td>\n",
       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0055</td>\n",
       "      <td>139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>IT00000030</td>\n",
       "      <td>bait journalists/media/politicians</td>\n",
       "      <td></td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0039</td>\n",
       "      <td>140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>IT00000049</td>\n",
       "      <td>journalist/media baiting</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0039</td>\n",
       "      <td>141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>IT00000053</td>\n",
       "      <td>journalist/media baiting</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>T0039</td>\n",
       "      <td>142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>IT00000036</td>\n",
       "      <td>Using \"expert\"</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0045</td>\n",
       "      <td>143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>IT00000040</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0052</td>\n",
       "      <td>144</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>IT00000086</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0052</td>\n",
       "      <td>145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>IT00000141</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0052</td>\n",
       "      <td>146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>IT00000150</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Mi...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0052</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>IT00000184</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0052</td>\n",
       "      <td>148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>IT00000048</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0020</td>\n",
       "      <td>149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>IT00000070</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0020</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>IT00000102</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0020</td>\n",
       "      <td>151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>IT00000124</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0020</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>IT00000050</td>\n",
       "      <td>Forge ('release' altered hacked documents)</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>T0025</td>\n",
       "      <td>153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>IT00000051</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>T0025</td>\n",
       "      <td>154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>IT00000054</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0025</td>\n",
       "      <td>155</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>IT00000075</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>T0025</td>\n",
       "      <td>156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>IT00000153</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0025</td>\n",
       "      <td>157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>IT00000052</td>\n",
       "      <td>Circulate to media via DM, then release publicly</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>T0044</td>\n",
       "      <td>158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>IT00000066</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0033</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>IT00000098</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0033</td>\n",
       "      <td>160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>IT00000073</td>\n",
       "      <td>Click-bait (economic actors) fake news sites (...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0016</td>\n",
       "      <td>161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>IT00000081</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0001</td>\n",
       "      <td>162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>IT00000128</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0001</td>\n",
       "      <td>163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>IT00000129</td>\n",
       "      <td>Russian FSB security service blamed Ukraine fo...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0001</td>\n",
       "      <td>164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>IT00000136</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0001</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>IT00000167</td>\n",
       "      <td>China also plays victim, innocence, plays by r...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0001</td>\n",
       "      <td>166</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>IT00000168</td>\n",
       "      <td>Chinese ambassador Lu Shaye accused Canada of ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0001</td>\n",
       "      <td>167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>IT00000179</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0001</td>\n",
       "      <td>168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>IT00000089</td>\n",
       "      <td>Demand insurmountable proof</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0040</td>\n",
       "      <td>169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>IT00000133</td>\n",
       "      <td>Demand insurmountable proof</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0040</td>\n",
       "      <td>170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>IT00000105</td>\n",
       "      <td>2,000,000 people (est.) part of state run/spon...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0049</td>\n",
       "      <td>171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>IT00000112</td>\n",
       "      <td>flood the Facebook pages of Taiwanese politici...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>T0049</td>\n",
       "      <td>172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>IT00000113</td>\n",
       "      <td>Democratic Progressive Party (DPP), attracted ...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>T0049</td>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>IT00000106</td>\n",
       "      <td>fabricated social media comment</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0051</td>\n",
       "      <td>174</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>IT00000107</td>\n",
       "      <td>domestic social media influence operations foc...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0050</td>\n",
       "      <td>175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>IT00000165</td>\n",
       "      <td>Extend digital the physical space… gatherings ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0050</td>\n",
       "      <td>176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>IT00000108</td>\n",
       "      <td>cow online opinion leaders into submission, mu...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0047</td>\n",
       "      <td>177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>IT00000109</td>\n",
       "      <td>cow online opinion leaders into submission, mu...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0048</td>\n",
       "      <td>178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>IT00000110</td>\n",
       "      <td>facilitate state propaganda and defuse crises</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0002</td>\n",
       "      <td>179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>IT00000111</td>\n",
       "      <td>Netizens from one of the largest discussion fo...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>T0002</td>\n",
       "      <td>180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>IT00000114</td>\n",
       "      <td>“hack” of Qatar’s official news agency</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>T0011</td>\n",
       "      <td>181</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>IT00000127</td>\n",
       "      <td>Promote fake “experts” with impressive (and sc...</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0009</td>\n",
       "      <td>182</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>IT00000130</td>\n",
       "      <td>(Distort) Kremlin-controlled RT cited Russian ...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0023</td>\n",
       "      <td>183</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>IT00000163</td>\n",
       "      <td>Distorted, saccharine “news” about the Chinese...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0023</td>\n",
       "      <td>184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>IT00000174</td>\n",
       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0022</td>\n",
       "      <td>185</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>IT00000175</td>\n",
       "      <td>Fake news/synthetic web-sites</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0008</td>\n",
       "      <td>186</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       amitt_id                                               name  \\\n",
       "0    IT00000001                                buy FB targeted ads   \n",
       "1    IT00000010                               Targeted FB paid ads   \n",
       "2    IT00000057                               Targeted FB paid ads   \n",
       "3    IT00000002                         Promote \"funding\" campaign   \n",
       "4    IT00000003            create web-site - information pollution   \n",
       "5    IT00000014        RT & Sputnik generate information pollution   \n",
       "6    IT00000031  RT & Sputnik generate information pollution (r...   \n",
       "7    IT00000037       RT & Sputnik generate information pollution    \n",
       "8    IT00000061        RT & Sputnik generate information pollution   \n",
       "9    IT00000082  RT & Sputnik generate information pollution (s...   \n",
       "10   IT00000094        RT & Sputnik generate information pollution   \n",
       "11   IT00000120        RT & Sputnik generate information pollution   \n",
       "12   IT00000137  RT & Sputnik generate information pollution (s...   \n",
       "13   IT00000146  RT & Sputnik generate information pollution (s...   \n",
       "14   IT00000156        RT & Sputnik generate information pollution   \n",
       "15   IT00000180  RT & Sputnik generate information pollution (s...   \n",
       "16   IT00000004            create web-site - information pollution   \n",
       "17   IT00000015        RT & Sputnik generate information pollution   \n",
       "18   IT00000032  RT & Sputnik generate information pollution (r...   \n",
       "19   IT00000038       RT & Sputnik generate information pollution    \n",
       "20   IT00000062        RT & Sputnik generate information pollution   \n",
       "21   IT00000083  RT & Sputnik generate information pollution (s...   \n",
       "22   IT00000095        RT & Sputnik generate information pollution   \n",
       "23   IT00000121        RT & Sputnik generate information pollution   \n",
       "24   IT00000138  RT & Sputnik generate information pollution (s...   \n",
       "25   IT00000147  RT & Sputnik generate information pollution (s...   \n",
       "26   IT00000157        RT & Sputnik generate information pollution   \n",
       "27   IT00000162  State-run media seeds foreign influence enviro...   \n",
       "28   IT00000181  RT & Sputnik generate information pollution (s...   \n",
       "29   IT00000005        SEO optimisation/manipulation (\"key words\")   \n",
       "30   IT00000022        SEO optimisation/manipulation (\"key words\")   \n",
       "31   IT00000043        SEO optimisation/manipulation (\"key words\")   \n",
       "32   IT00000071        SEO optimisation/manipulation (\"key words\")   \n",
       "33   IT00000085        SEO optimisation/manipulation (\"key words\")   \n",
       "34   IT00000103        SEO optimisation/manipulation (\"key words\")   \n",
       "35   IT00000125        SEO optimisation/manipulation (\"key words\")   \n",
       "36   IT00000140        SEO optimisation/manipulation (\"key words\")   \n",
       "37   IT00000149        SEO optimisation/manipulation (\"key words\")   \n",
       "38   IT00000161        SEO optimisation/manipulation (\"key words\")   \n",
       "39   IT00000172        SEO optimisation/manipulation (\"key words\")   \n",
       "40   IT00000183        SEO optimisation/manipulation (\"key words\")   \n",
       "41   IT00000006                                 legacy web content   \n",
       "42   IT00000007  hard to remove content and/or campaign/exploit...   \n",
       "43   IT00000176                                 legacy web content   \n",
       "44   IT00000008                  Twitter bots amplify & manipulate   \n",
       "45   IT00000034                  Twitter bots amplify & manipulate   \n",
       "46   IT00000041                  Twitter bots amplify & manipulate   \n",
       "47   IT00000055                  Twitter bots amplify & manipulate   \n",
       "48   IT00000076                  Twitter bots amplify & manipulate   \n",
       "49   IT00000079                  Twitter bots amplify & manipulate   \n",
       "50   IT00000090                  Twitter bots amplify & manipulate   \n",
       "51   IT00000115                  Twitter bots amplify & manipulate   \n",
       "52   IT00000118                  Twitter bots amplify & manipulate   \n",
       "53   IT00000131                  Twitter bots amplify & manipulate   \n",
       "54   IT00000134                  Twitter bots amplify & manipulate   \n",
       "55   IT00000144                  Twitter bots amplify & manipulate   \n",
       "56   IT00000154                  Twitter bots amplify & manipulate   \n",
       "57   IT00000169                  Twitter bots amplify & manipulate   \n",
       "58   IT00000177                  Twitter bots amplify & manipulate   \n",
       "59   IT00000009                Twitter trolls amplify & manipulate   \n",
       "60   IT00000035                Twitter trolls amplify & manipulate   \n",
       "61   IT00000042                Twitter trolls amplify & manipulate   \n",
       "62   IT00000056                Twitter trolls amplify & manipulate   \n",
       "63   IT00000077                Twitter trolls amplify & manipulate   \n",
       "64   IT00000080                Twitter trolls amplify & manipulate   \n",
       "65   IT00000091                Twitter trolls amplify & manipulate   \n",
       "66   IT00000119                Twitter trolls amplify & manipulate   \n",
       "67   IT00000132                Twitter trolls amplify & manipulate   \n",
       "68   IT00000135                Twitter trolls amplify & manipulate   \n",
       "69   IT00000145                Twitter trolls amplify & manipulate   \n",
       "70   IT00000155                Twitter trolls amplify & manipulate   \n",
       "71   IT00000170                Twitter trolls amplify & manipulate   \n",
       "72   IT00000178                Twitter trolls amplify & manipulate   \n",
       "73   IT00000011                      Fake FB groups + dark content   \n",
       "74   IT00000029                   Fake twitter profiles to amplify   \n",
       "75   IT00000039                                           FB pages   \n",
       "76   IT00000045                           FB pages/groups/profiles   \n",
       "77   IT00000058                      Fake FB groups + dark content   \n",
       "78   IT00000078       Fake FB groups/pages/profiles + dark content   \n",
       "79   IT00000092                     Fake FB groups/pages/profiles    \n",
       "80   IT00000171  Fake FB groups/pages/profiles + dark content (...   \n",
       "81   IT00000012  Digital to physical \"organize+promote\" rallies...   \n",
       "82   IT00000059  Digital to physical \"organize+promote\" rallies...   \n",
       "83   IT00000093  Digital to physical \"organize+promote\" rallies...   \n",
       "84   IT00000164  Events coordinated and promoted across media p...   \n",
       "85   IT00000166  Extend digital the physical space… gatherings ...   \n",
       "86   IT00000013           manipulate social media \"online polls\"?    \n",
       "87   IT00000060           manipulate social media \"online polls\"?    \n",
       "88   IT00000016       cultivate, manipulate, exploit useful idiots   \n",
       "89   IT00000033  cultivate, manipulate, exploit useful idiots (...   \n",
       "90   IT00000044  cultivate, manipulate, exploit useful idiots (...   \n",
       "91   IT00000063       cultivate, manipulate, exploit useful idiots   \n",
       "92   IT00000084       cultivate, manipulate, exploit useful idiots   \n",
       "93   IT00000104  cultivate, manipulate, exploit useful idiots (...   \n",
       "94   IT00000126  cultivate, manipulate, exploit useful idiots (...   \n",
       "95   IT00000139  cultivate, manipulate, exploit useful idiots (...   \n",
       "96   IT00000148  cultivate, manipulate, exploit useful idiots (...   \n",
       "97   IT00000158       cultivate, manipulate, exploit useful idiots   \n",
       "98   IT00000182      cultivate, manipulate, exploit useful idiots    \n",
       "99   IT00000017    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "100  IT00000046                                    YouTube; Reddit   \n",
       "101  IT00000064  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "102  IT00000087                                  YouTube; Reddit;    \n",
       "103  IT00000096  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "104  IT00000122                                    YouTube; Reddit   \n",
       "105  IT00000142                                  YouTube; Reddit;    \n",
       "106  IT00000151                                  YouTube; Reddit;    \n",
       "107  IT00000159                                    YouTube; Reddit   \n",
       "108  IT00000185                                  YouTube; Reddit;    \n",
       "109  IT00000018    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "110  IT00000047                                    YouTube; Reddit   \n",
       "111  IT00000065  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "112  IT00000088                                  YouTube; Reddit;    \n",
       "113  IT00000097  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "114  IT00000123                                    YouTube; Reddit   \n",
       "115  IT00000143                                  YouTube; Reddit;    \n",
       "116  IT00000152                                  YouTube; Reddit;    \n",
       "117  IT00000160                                    YouTube; Reddit   \n",
       "118  IT00000186                                  YouTube; Reddit;    \n",
       "119  IT00000019    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "120  IT00000067  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "121  IT00000099  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "122  IT00000020    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "123  IT00000068  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "124  IT00000100  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "125  IT00000021    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "126  IT00000069  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "127  IT00000101  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "128  IT00000023  Memes... anti-immigration; euroskepticism; fea...   \n",
       "129  IT00000072  Memes... anti-immigration; euroskepticism; fea...   \n",
       "130  IT00000117                                              memes   \n",
       "131  IT00000173  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
       "132  IT00000024                                  Backstop personas   \n",
       "133  IT00000074                                  Backstop personas   \n",
       "134  IT00000025                              Use SMS/text messages   \n",
       "135  IT00000026                                  Fake video/images   \n",
       "136  IT00000116                           photoshopped/fake images   \n",
       "137  IT00000027                             Create and use hashtag   \n",
       "138  IT00000028                             Create and use hashtag   \n",
       "139  IT00000030                 bait journalists/media/politicians   \n",
       "140  IT00000049                           journalist/media baiting   \n",
       "141  IT00000053                           journalist/media baiting   \n",
       "142  IT00000036                                     Using \"expert\"   \n",
       "143  IT00000040  News circulated/amplifed by tertiary sites (Ru...   \n",
       "144  IT00000086  News circulated/amplifed by tertiary sites (Ru...   \n",
       "145  IT00000141  News circulated/amplifed by tertiary sites (Ru...   \n",
       "146  IT00000150  News circulated/amplifed by tertiary sites (Mi...   \n",
       "147  IT00000184  News circulated/amplifed by tertiary sites (Ru...   \n",
       "148  IT00000048                        4Chan/8Chan - trial content   \n",
       "149  IT00000070                        4Chan/8Chan - trial content   \n",
       "150  IT00000102                        4Chan/8Chan - trial content   \n",
       "151  IT00000124                        4Chan/8Chan - trial content   \n",
       "152  IT00000050         Forge ('release' altered hacked documents)   \n",
       "153  IT00000051                       hack/leak/manipulate/distort   \n",
       "154  IT00000054                       hack/leak/manipulate/distort   \n",
       "155  IT00000075                       hack/leak/manipulate/distort   \n",
       "156  IT00000153                       hack/leak/manipulate/distort   \n",
       "157  IT00000052   Circulate to media via DM, then release publicly   \n",
       "158  IT00000066  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "159  IT00000098  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "160  IT00000073  Click-bait (economic actors) fake news sites (...   \n",
       "161  IT00000081  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "162  IT00000128  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "163  IT00000129  Russian FSB security service blamed Ukraine fo...   \n",
       "164  IT00000136  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "165  IT00000167  China also plays victim, innocence, plays by r...   \n",
       "166  IT00000168  Chinese ambassador Lu Shaye accused Canada of ...   \n",
       "167  IT00000179  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "168  IT00000089                        Demand insurmountable proof   \n",
       "169  IT00000133                        Demand insurmountable proof   \n",
       "170  IT00000105  2,000,000 people (est.) part of state run/spon...   \n",
       "171  IT00000112  flood the Facebook pages of Taiwanese politici...   \n",
       "172  IT00000113  Democratic Progressive Party (DPP), attracted ...   \n",
       "173  IT00000106                    fabricated social media comment   \n",
       "174  IT00000107  domestic social media influence operations foc...   \n",
       "175  IT00000165  Extend digital the physical space… gatherings ...   \n",
       "176  IT00000108  cow online opinion leaders into submission, mu...   \n",
       "177  IT00000109  cow online opinion leaders into submission, mu...   \n",
       "178  IT00000110      facilitate state propaganda and defuse crises   \n",
       "179  IT00000111  Netizens from one of the largest discussion fo...   \n",
       "180  IT00000114             “hack” of Qatar’s official news agency   \n",
       "181  IT00000127  Promote fake “experts” with impressive (and sc...   \n",
       "182  IT00000130  (Distort) Kremlin-controlled RT cited Russian ...   \n",
       "183  IT00000163  Distorted, saccharine “news” about the Chinese...   \n",
       "184  IT00000174  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
       "185  IT00000175                      Fake news/synthetic web-sites   \n",
       "\n",
       "                                               summary incident_id  \\\n",
       "0                                                           I00002   \n",
       "1                                                           I00005   \n",
       "2                                                           I00017   \n",
       "3                                                           I00002   \n",
       "4                                                           I00002   \n",
       "5                                                           I00005   \n",
       "6                                                           I00007   \n",
       "7                                                           I00009   \n",
       "8                                                           I00017   \n",
       "9                                                           I00029   \n",
       "10                                                          I00032   \n",
       "11                                                          I00044   \n",
       "12                                                          I00049   \n",
       "13                                                          I00050   \n",
       "14                                                          I00051   \n",
       "15                                                          I00063   \n",
       "16                                                          I00002   \n",
       "17                                                          I00005   \n",
       "18                                                          I00007   \n",
       "19                                                          I00009   \n",
       "20                                                          I00017   \n",
       "21                                                          I00029   \n",
       "22                                                          I00032   \n",
       "23                                                          I00044   \n",
       "24                                                          I00049   \n",
       "25                                                          I00050   \n",
       "26                                                          I00051   \n",
       "27                                                          I00053   \n",
       "28                                                          I00063   \n",
       "29                                                          I00002   \n",
       "30                                                          I00005   \n",
       "31                                                          I00010   \n",
       "32                                                          I00017   \n",
       "33                                                          I00029   \n",
       "34                                                          I00032   \n",
       "35                                                          I00044   \n",
       "36                                                          I00049   \n",
       "37                                                          I00050   \n",
       "38                                                          I00051   \n",
       "39                                                          I00056   \n",
       "40                                                          I00063   \n",
       "41                                                          I00002   \n",
       "42                                                          I00002   \n",
       "43                                                          I00056   \n",
       "44                                                          I00005   \n",
       "45                                                          I00007   \n",
       "46                                                          I00010   \n",
       "47                                                          I00017   \n",
       "48                                                          I00022   \n",
       "49                                                          I00029   \n",
       "50                                                          I00032   \n",
       "51                                                          I00042   \n",
       "52                                                          I00044   \n",
       "53                                                          I00047   \n",
       "54                                                          I00049   \n",
       "55                                                          I00050   \n",
       "56                                                          I00051   \n",
       "57                                                          I00056   \n",
       "58                                                          I00063   \n",
       "59                                                          I00005   \n",
       "60                                                          I00007   \n",
       "61                                                          I00010   \n",
       "62                                                          I00017   \n",
       "63                                                          I00022   \n",
       "64                                                          I00029   \n",
       "65                                                          I00032   \n",
       "66                                                          I00044   \n",
       "67                                                          I00047   \n",
       "68                                                          I00049   \n",
       "69                                                          I00050   \n",
       "70                                                          I00051   \n",
       "71                                                          I00056   \n",
       "72                                                          I00063   \n",
       "73                                                          I00005   \n",
       "74                Twitter bots used to drive visbility      I00006   \n",
       "75                                                          I00009   \n",
       "76                                                          I00010   \n",
       "77                                                          I00017   \n",
       "78                                                          I00022   \n",
       "79                                                          I00032   \n",
       "80                                                          I00056   \n",
       "81                                                          I00005   \n",
       "82                                                          I00017   \n",
       "83                                                          I00032   \n",
       "84                                                          I00053   \n",
       "85                                                          I00053   \n",
       "86                                                          I00005   \n",
       "87                                                          I00017   \n",
       "88                                                          I00005   \n",
       "89                                                          I00007   \n",
       "90                                                          I00010   \n",
       "91                                                          I00017   \n",
       "92                                                          I00029   \n",
       "93                                                          I00032   \n",
       "94                                                          I00044   \n",
       "95                                                          I00049   \n",
       "96                                                          I00050   \n",
       "97                                                          I00051   \n",
       "98                                                          I00063   \n",
       "99                                                          I00005   \n",
       "100                                                         I00010   \n",
       "101                                                         I00017   \n",
       "102                                                         I00029   \n",
       "103                                                         I00032   \n",
       "104                                                         I00044   \n",
       "105                                                         I00049   \n",
       "106                                                         I00050   \n",
       "107                                                         I00051   \n",
       "108                                                         I00063   \n",
       "109                                                         I00005   \n",
       "110                                                         I00010   \n",
       "111                                                         I00017   \n",
       "112                                                         I00029   \n",
       "113                                                         I00032   \n",
       "114                                                         I00044   \n",
       "115                                                         I00049   \n",
       "116                                                         I00050   \n",
       "117                                                         I00051   \n",
       "118                                                         I00063   \n",
       "119                                                         I00005   \n",
       "120                                                         I00017   \n",
       "121                                                         I00032   \n",
       "122                                                         I00005   \n",
       "123                                                         I00017   \n",
       "124                                                         I00032   \n",
       "125                                                         I00005   \n",
       "126                                                         I00017   \n",
       "127                                                         I00032   \n",
       "128  Meme that ISIS was responsible for a local che...      I00005   \n",
       "129                                                         I00017   \n",
       "130                                                         I00042   \n",
       "131                                                         I00056   \n",
       "132            Wikipedia fake persona \"AmandaGray91\".       I00005   \n",
       "133                                                         I00017   \n",
       "134               SMS messages sent to local residents      I00006   \n",
       "135  Fake youtube video of ISIS claiming responsibi...      I00006   \n",
       "136                                                         I00042   \n",
       "137          Main hashtag used was #ColumbianChemicals      I00006   \n",
       "138          Main hashtag used was #ColumbianChemicals      I00006   \n",
       "139                                                         I00006   \n",
       "140                                                         I00010   \n",
       "141                                                         I00015   \n",
       "142                                                         I00009   \n",
       "143                                                         I00009   \n",
       "144                                                         I00029   \n",
       "145                                                         I00049   \n",
       "146                                                         I00050   \n",
       "147                                                         I00063   \n",
       "148                                                         I00010   \n",
       "149                                                         I00017   \n",
       "150                                                         I00032   \n",
       "151                                                         I00044   \n",
       "152                                                         I00015   \n",
       "153                                                         I00015   \n",
       "154                                                         I00017   \n",
       "155                                                         I00022   \n",
       "156                                                         I00051   \n",
       "157                                                         I00015   \n",
       "158                                                         I00017   \n",
       "159                                                         I00032   \n",
       "160                                                         I00017   \n",
       "161                                                         I00029   \n",
       "162                                                         I00047   \n",
       "163                                                         I00047   \n",
       "164                                                         I00049   \n",
       "165                                                         I00053   \n",
       "166                                                         I00053   \n",
       "167                                                         I00063   \n",
       "168                                                         I00029   \n",
       "169                                                         I00047   \n",
       "170                                                         I00033   \n",
       "171                                                         I00034   \n",
       "172                                                         I00034   \n",
       "173                                                         I00033   \n",
       "174                                                         I00033   \n",
       "175                                                         I00053   \n",
       "176                                                         I00033   \n",
       "177                                                         I00033   \n",
       "178                                                         I00033   \n",
       "179                                                         I00034   \n",
       "180                                                         I00042   \n",
       "181                                                         I00044   \n",
       "182                                                         I00047   \n",
       "183                                                         I00053   \n",
       "184                                                         I00056   \n",
       "185                                                         I00056   \n",
       "\n",
       "    technique_id   id  \n",
       "0          T0018    1  \n",
       "1          T0018    2  \n",
       "2          T0018    3  \n",
       "3          T0017    4  \n",
       "4          T0019    5  \n",
       "5          T0019    6  \n",
       "6          T0019    7  \n",
       "7          T0019    8  \n",
       "8          T0019    9  \n",
       "9          T0019   10  \n",
       "10         T0019   11  \n",
       "11         T0019   12  \n",
       "12         T0019   13  \n",
       "13         T0019   14  \n",
       "14         T0019   15  \n",
       "15         T0019   16  \n",
       "16         T0056   17  \n",
       "17         T0056   18  \n",
       "18         T0056   19  \n",
       "19         T0056   20  \n",
       "20         T0056   21  \n",
       "21         T0056   22  \n",
       "22         T0056   23  \n",
       "23         T0056   24  \n",
       "24         T0056   25  \n",
       "25         T0056   26  \n",
       "26         T0056   27  \n",
       "27         T0056   28  \n",
       "28         T0056   29  \n",
       "29         T0046   30  \n",
       "30         T0046   31  \n",
       "31         T0046   32  \n",
       "32         T0046   33  \n",
       "33         T0046   34  \n",
       "34         T0046   35  \n",
       "35         T0046   36  \n",
       "36         T0046   37  \n",
       "37         T0046   38  \n",
       "38         T0046   39  \n",
       "39         T0046   40  \n",
       "40         T0046   41  \n",
       "41         T0058   42  \n",
       "42         T0058   43  \n",
       "43         T0058   44  \n",
       "44         T0054   45  \n",
       "45         T0054   46  \n",
       "46         T0054   47  \n",
       "47         T0054   48  \n",
       "48         T0054   49  \n",
       "49         T0054   50  \n",
       "50         T0054   51  \n",
       "51         T0054   52  \n",
       "52         T0054   53  \n",
       "53         T0054   54  \n",
       "54         T0054   55  \n",
       "55         T0054   56  \n",
       "56         T0054   57  \n",
       "57         T0054   58  \n",
       "58         T0054   59  \n",
       "59         T0053   60  \n",
       "60         T0053   61  \n",
       "61         T0053   62  \n",
       "62         T0053   63  \n",
       "63         T0053   64  \n",
       "64         T0053   65  \n",
       "65         T0053   66  \n",
       "66         T0053   67  \n",
       "67         T0053   68  \n",
       "68         T0053   69  \n",
       "69         T0053   70  \n",
       "70         T0053   71  \n",
       "71         T0053   72  \n",
       "72         T0053   73  \n",
       "73         T0007   74  \n",
       "74         T0007   75  \n",
       "75         T0007   76  \n",
       "76         T0007   77  \n",
       "77         T0007   78  \n",
       "78         T0007   79  \n",
       "79         T0007   80  \n",
       "80         T0007   81  \n",
       "81         T0057   82  \n",
       "82         T0057   83  \n",
       "83         T0057   84  \n",
       "84         T0057   85  \n",
       "85         T0057   86  \n",
       "86         T0029   87  \n",
       "87         T0029   88  \n",
       "88         T0010   89  \n",
       "89         T0010   90  \n",
       "90         T0010   91  \n",
       "91         T0010   92  \n",
       "92         T0010   93  \n",
       "93         T0010   94  \n",
       "94         T0010   95  \n",
       "95         T0010   96  \n",
       "96         T0010   97  \n",
       "97         T0010   98  \n",
       "98         T0010   99  \n",
       "99         T0031  100  \n",
       "100        T0031  101  \n",
       "101        T0031  102  \n",
       "102        T0031  103  \n",
       "103        T0031  104  \n",
       "104        T0031  105  \n",
       "105        T0031  106  \n",
       "106        T0031  107  \n",
       "107        T0031  108  \n",
       "108        T0031  109  \n",
       "109        T0032  110  \n",
       "110        T0032  111  \n",
       "111        T0032  112  \n",
       "112        T0032  113  \n",
       "113        T0032  114  \n",
       "114        T0032  115  \n",
       "115        T0032  116  \n",
       "116        T0032  117  \n",
       "117        T0032  118  \n",
       "118        T0032  119  \n",
       "119        T0034  120  \n",
       "120        T0034  121  \n",
       "121        T0034  122  \n",
       "122        T0035  123  \n",
       "123        T0035  124  \n",
       "124        T0035  125  \n",
       "125        T0036  126  \n",
       "126        T0036  127  \n",
       "127        T0036  128  \n",
       "128        T0021  129  \n",
       "129        T0021  130  \n",
       "130        T0021  131  \n",
       "131        T0021  132  \n",
       "132        T0030  133  \n",
       "133        T0030  134  \n",
       "134        T0043  135  \n",
       "135        T0024  136  \n",
       "136        T0024  137  \n",
       "137        T0015  138  \n",
       "138        T0055  139  \n",
       "139        T0039  140  \n",
       "140        T0039  141  \n",
       "141        T0039  142  \n",
       "142        T0045  143  \n",
       "143        T0052  144  \n",
       "144        T0052  145  \n",
       "145        T0052  146  \n",
       "146        T0052  147  \n",
       "147        T0052  148  \n",
       "148        T0020  149  \n",
       "149        T0020  150  \n",
       "150        T0020  151  \n",
       "151        T0020  152  \n",
       "152        T0025  153  \n",
       "153        T0025  154  \n",
       "154        T0025  155  \n",
       "155        T0025  156  \n",
       "156        T0025  157  \n",
       "157        T0044  158  \n",
       "158        T0033  159  \n",
       "159        T0033  160  \n",
       "160        T0016  161  \n",
       "161        T0001  162  \n",
       "162        T0001  163  \n",
       "163        T0001  164  \n",
       "164        T0001  165  \n",
       "165        T0001  166  \n",
       "166        T0001  167  \n",
       "167        T0001  168  \n",
       "168        T0040  169  \n",
       "169        T0040  170  \n",
       "170        T0049  171  \n",
       "171        T0049  172  \n",
       "172        T0049  173  \n",
       "173        T0051  174  \n",
       "174        T0050  175  \n",
       "175        T0050  176  \n",
       "176        T0047  177  \n",
       "177        T0048  178  \n",
       "178        T0002  179  \n",
       "179        T0002  180  \n",
       "180        T0011  181  \n",
       "181        T0009  182  \n",
       "182        T0023  183  \n",
       "183        T0023  184  \n",
       "184        T0022  185  \n",
       "185        T0008  186  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get AMITT variables\n",
    "\n",
    "import pandas as pd\n",
    "import sqlite3 as sql\n",
    "import os\n",
    "from sqlalchemy import create_engine\n",
    "from generate_amitt_ttps import Amitt\n",
    "pd.set_option('display.max_rows', 1000)\n",
    "\n",
    "\n",
    "# Generate AMITT datasets\n",
    "amitt = Amitt()\n",
    "\n",
    "dbasetype = 'postgresql_local' #'sqlite' #'heroku'\n",
    "\n",
    "\n",
    "# Create connection to database\n",
    "if dbasetype == 'sqlite':\n",
    "    # Generate minimal sqlite database from the Amitt variables\n",
    "    conn = sql.connect('amittsite.sqlite')\n",
    "elif dbasetype == 'postgresql_local':\n",
    "    conn = create_engine('postgresql://sara:@localhost:5432/amittsite')\n",
    "\n",
    "    \n",
    "# Add table to database    \n",
    "def add_table(dataframe, tablename, columns):    \n",
    "    # Create sql-appropriate table from dataframe\n",
    "    colnames = ', '.join(['{} TEXT NOT NULL'.format(col) for col in columns])\n",
    "    newtable = dataframe[columns].copy().applymap(str)\n",
    "    newtable['id'] = range(1,len(newtable)+1)\n",
    "    \n",
    "    # send to database\n",
    "    if dbasetype == 'sqlite':\n",
    "        conn.execute(\"DROP TABLE IF EXISTS {}\".format(tablename))\n",
    "        conn.execute('''CREATE TABLE {} (id INTEGER PRIMARY KEY AUTOINCREMENT, {});'''.format(tablename, colnames))\n",
    "        newtable.to_sql(tablename, conn, index=False, if_exists='append')\n",
    "        conn.commit()\n",
    "    elif dbasetype == 'postgresql_local':\n",
    "        newtable.to_sql(tablename, conn, index=False, if_exists='replace')\n",
    "    return newtable\n",
    "\n",
    "\n",
    "# Build a cross-table\n",
    "def object_tactics_techniques(objectcol, objecttable, crosstable):\n",
    "    # objects to techniques\n",
    "    ctech = crosstable.copy()\n",
    "    ctech = ctech[(ctech['technique_id'] != '') & (~ctech['technique_id'].str.startswith('TA'))]\n",
    "    ctech.rename(columns={'amitt_id':objectcol}, inplace=True)\n",
    "    ctech['summary'] = 'N/A'\n",
    "\n",
    "    # objects to tactics\n",
    "    ctact = crosstable[crosstable['technique_id'].str.startswith('TA')].copy()\n",
    "    ctact.rename(columns={'amitt_id':objectcol, 'technique_id': 'tactic_id'}, inplace=True)\n",
    "    ctact['main_tactic'] = 'N'\n",
    "    ctactmain = objecttable[['amitt_id', 'tactic_id']].copy()\n",
    "    ctactmain.rename(columns={'amitt_id':objectcol}, inplace=True)\n",
    "    ctactmain['main_tactic'] = 'Y'\n",
    "    ctact = pd.concat([ctact, ctactmain], ignore_index=True, sort=False)\n",
    "    ctact['summary'] = 'N/A'\n",
    "    return(ctech, ctact)\n",
    "\n",
    "#Load all the tables - Heroku needs them in correct order... \n",
    "\n",
    "# -- frameworks --\n",
    "\n",
    "#newtable = add_table(amitt.df_actortypes, 'actor_type', ['amitt_id', 'sector_id', 'framework_id', 'name', 'summary'])\n",
    "newtable = add_table(amitt.df_counters, 'counter', ['amitt_id', 'tactic_id', 'metatechnique_id', 'name', 'summary'])\n",
    "newtable = add_table(amitt.df_detections, 'detection', ['amitt_id', 'tactic_id', 'name', 'summary'])\n",
    "newtable = add_table(amitt.df_frameworks, 'framework', ['amitt_id', 'name', 'summary'])\n",
    "newtable = add_table(amitt.df_metatechniques, 'metatechnique', ['amitt_id', 'name', 'summary'])\n",
    "newtable = add_table(amitt.df_phases, 'phase', ['amitt_id', 'name', 'rank', 'summary'])\n",
    "newtable = add_table(amitt.df_playbook, 'playbook', ['amitt_id', 'object_id', 'name', 'summary'])\n",
    "newtable = add_table(amitt.df_resources, 'resource', ['amitt_id', 'name', 'summary', 'resource_type'])\n",
    "newtable = add_table(amitt.df_responsetypes, 'responsetype', ['amitt_id', 'name', 'summary'])\n",
    "#newtable = add_table(amitt.df_sector, 'sector', ['amitt_id', 'name', 'summary'])\n",
    "newtable = add_table(amitt.df_tactics, 'tactic', ['amitt_id', 'phase_id', 'name', 'rank', 'summary'])\n",
    "newtable = add_table(amitt.df_tasks, 'task', ['amitt_id', 'tactic_id', 'framework_id', 'name', 'summary'])\n",
    "newtable = add_table(amitt.df_techniques, 'technique', ['amitt_id', 'tactic_id', 'name', 'summary'])\n",
    "\n",
    "(ctech, ctact) = object_tactics_techniques('counter_id', amitt.df_counters, amitt.cross_counterid_techniqueid)\n",
    "newtable = add_table(ctech, 'counter_technique', ['counter_id', 'technique_id', 'summary'])\n",
    "newtable = add_table(ctact, 'counter_tactic', ['counter_id', 'tactic_id', 'main_tactic', 'summary'])\n",
    "\n",
    "(dtech, dtact) = object_tactics_techniques('detection_id', amitt.df_detections, amitt.cross_detectionid_techniqueid)\n",
    "newtable = add_table(dtech, 'detection_technique', ['detection_id', 'technique_id', 'summary'])\n",
    "newtable = add_table(dtact, 'detection_tactic', ['detection_id', 'tactic_id', 'main_tactic', 'summary'])\n",
    "\n",
    "# -- datasets --\n",
    "\n",
    "newtable = add_table(amitt.df_examples, 'example', ['amitt_id', 'object_id', 'name', 'summary'])\n",
    "\n",
    "# dataset\n",
    "# reference - create this from other tables. \n",
    "# Also need incidentcounter etc - create from data\n",
    "newtable = add_table(amitt.df_groups, 'group', ['amitt_id', 'name', 'url', 'summary', \n",
    "                                                'sector', 'primary_role', 'secondary_role', \n",
    "                                                'primary_subject', 'secondary_subject', \n",
    "                                                'volunteers', 'region', 'country', \n",
    "                                                'twitter_handle'])\n",
    "newtable = add_table(amitt.df_incidents, 'incident', ['amitt_id', 'name', 'summary', \n",
    "                                                      'year_started', 'attributions_seen', \n",
    "                                                      'found_in_country', 'objecttype'])\n",
    "newtable = add_table(amitt.df_tools, 'tool', ['amitt_id', 'name', 'summary',\n",
    "                                              'organization', 'url', 'category', \n",
    "                                              'disinformation_use', 'cogseccollab_use', \n",
    "                                              'function', 'code_url', 'artifacts', \n",
    "                                              'automation', 'platform', 'accessibility'])\n",
    "# incidenttechnique crosstable\n",
    "it = vars(amitt)['it'][['amitt_id', 'name', 'summary', 'amitt_id_incident', 'amitt_id_technique']].copy()\n",
    "it.rename(columns={'amitt_id_incident':'incident_id', 'amitt_id_technique': 'technique_id'}, inplace=True)\n",
    "newtable = add_table(it, 'incident_technique', ['amitt_id', 'name', 'summary', \n",
    "                                                'incident_id', 'technique_id'])\n",
    "\n",
    "# Load in users table, and close connection\n",
    "if dbasetype == 'sqlite':\n",
    "    conn.execute(\"DROP TABLE IF EXISTS {}\".format('users'))\n",
    "    conn.execute('''CREATE TABLE users (id INTEGER PRIMARY KEY AUTOINCREMENT, username TEXT NOT NULL UNIQUE, password TEXT NOT NULL);''')\n",
    "    conn.close()\n",
    "else:\n",
    "    dfusers = pd.DataFrame([['test','testing']], columns=['username', 'password'])\n",
    "    usertable = add_table(dfusers, 'users', ['username', 'password'])\n",
    "\n",
    "newtable"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## test area"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['df_phases', 'df_frameworks', 'df_techniques', 'df_tasks', 'df_incidents', 'df_groups', 'df_tools', 'df_examples', 'df_counters', 'df_detections', 'df_actortypes', 'df_resources', 'df_responsetypes', 'df_metatechniques', 'it', 'df_tactics', 'df_techniques_per_tactic', 'df_counters_per_tactic', 'phases', 'tactics', 'techniques', 'counters', 'metatechniques', 'actortypes', 'resources', 'num_tactics', 'cross_counterid_techniqueid', 'cross_counterid_resourceid', 'cross_counterid_actortypeid', 'cross_detectionid_techniqueid', 'cross_detectionid_resourceid', 'cross_detectionid_actortypeid'])\n",
      "\n",
      "it columns: Index(['amitt_id', 'name', 'summary', 'amitt_id_incident', 'name_incident',\n",
      "       'amitt_id_technique', 'name_technique'],\n",
      "      dtype='object')\n"
     ]
    },
    {
     "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>amitt_id</th>\n",
       "      <th>name</th>\n",
       "      <th>summary</th>\n",
       "      <th>amitt_id_incident</th>\n",
       "      <th>name_incident</th>\n",
       "      <th>amitt_id_technique</th>\n",
       "      <th>name_technique</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>IT00000001</td>\n",
       "      <td>buy FB targeted ads</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>#VaccinateUS</td>\n",
       "      <td>T0018</td>\n",
       "      <td>Paid targeted ads</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>IT00000010</td>\n",
       "      <td>Targeted FB paid ads</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0018</td>\n",
       "      <td>Paid targeted ads</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>IT00000057</td>\n",
       "      <td>Targeted FB paid ads</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0018</td>\n",
       "      <td>Paid targeted ads</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>IT00000002</td>\n",
       "      <td>Promote \"funding\" campaign</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>#VaccinateUS</td>\n",
       "      <td>T0017</td>\n",
       "      <td>Promote online funding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>IT00000003</td>\n",
       "      <td>create web-site - information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>#VaccinateUS</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>IT00000014</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>IT00000031</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>Incirlik terrorists</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>IT00000037</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>PhilippinesExpert</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>IT00000061</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>IT00000082</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>IT00000094</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>IT00000120</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>IT00000137</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IT00000146</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>IT00000156</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IT00000180</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IT00000004</td>\n",
       "      <td>create web-site - information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>#VaccinateUS</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>IT00000015</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>IT00000032</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>Incirlik terrorists</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>IT00000038</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>PhilippinesExpert</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>IT00000062</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>IT00000083</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>IT00000095</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>IT00000121</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>IT00000138</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>IT00000147</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>IT00000157</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>IT00000162</td>\n",
       "      <td>State-run media seeds foreign influence enviro...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>China Huawei CFO Arrest</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>IT00000181</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>IT00000005</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>#VaccinateUS</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>IT00000022</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>IT00000043</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>IT00000071</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>IT00000085</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>IT00000103</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>IT00000125</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>IT00000140</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>IT00000149</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>IT00000161</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>IT00000172</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>Iran Influence Operations</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>IT00000183</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>IT00000006</td>\n",
       "      <td>legacy web content</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>#VaccinateUS</td>\n",
       "      <td>T0058</td>\n",
       "      <td>Legacy web content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>IT00000007</td>\n",
       "      <td>hard to remove content and/or campaign/exploit...</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>#VaccinateUS</td>\n",
       "      <td>T0058</td>\n",
       "      <td>Legacy web content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>IT00000176</td>\n",
       "      <td>legacy web content</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>Iran Influence Operations</td>\n",
       "      <td>T0058</td>\n",
       "      <td>Legacy web content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>IT00000008</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>IT00000034</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>Incirlik terrorists</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>IT00000041</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>IT00000055</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>IT00000076</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>#Macronleaks</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>IT00000079</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>IT00000090</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>IT00000115</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>Saudi/Qatar bot dispute</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>IT00000118</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>IT00000131</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>Sea of Azov</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>IT00000134</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>IT00000144</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>IT00000154</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>IT00000169</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>Iran Influence Operations</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>IT00000177</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>IT00000009</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>IT00000035</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>Incirlik terrorists</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>IT00000042</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>IT00000056</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>IT00000077</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>#Macronleaks</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>IT00000080</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>IT00000091</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>IT00000119</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>IT00000132</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>Sea of Azov</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>IT00000135</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>IT00000145</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>IT00000155</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>IT00000170</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>Iran Influence Operations</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>IT00000178</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>IT00000011</td>\n",
       "      <td>Fake FB groups + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>IT00000029</td>\n",
       "      <td>Fake twitter profiles to amplify</td>\n",
       "      <td>Twitter bots used to drive visbility</td>\n",
       "      <td>I00006</td>\n",
       "      <td>Columbian Chemicals</td>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>IT00000039</td>\n",
       "      <td>FB pages</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>PhilippinesExpert</td>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>IT00000045</td>\n",
       "      <td>FB pages/groups/profiles</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>IT00000058</td>\n",
       "      <td>Fake FB groups + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>IT00000078</td>\n",
       "      <td>Fake FB groups/pages/profiles + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>#Macronleaks</td>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>IT00000092</td>\n",
       "      <td>Fake FB groups/pages/profiles</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>IT00000171</td>\n",
       "      <td>Fake FB groups/pages/profiles + dark content (...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>Iran Influence Operations</td>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>IT00000012</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0057</td>\n",
       "      <td>Organise remote rallies and events</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>IT00000059</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0057</td>\n",
       "      <td>Organise remote rallies and events</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>IT00000093</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0057</td>\n",
       "      <td>Organise remote rallies and events</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>IT00000164</td>\n",
       "      <td>Events coordinated and promoted across media p...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>China Huawei CFO Arrest</td>\n",
       "      <td>T0057</td>\n",
       "      <td>Organise remote rallies and events</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>IT00000166</td>\n",
       "      <td>Extend digital the physical space… gatherings ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>China Huawei CFO Arrest</td>\n",
       "      <td>T0057</td>\n",
       "      <td>Organise remote rallies and events</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>IT00000013</td>\n",
       "      <td>manipulate social media \"online polls\"?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0029</td>\n",
       "      <td>Manipulate online polls</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>IT00000060</td>\n",
       "      <td>manipulate social media \"online polls\"?</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0029</td>\n",
       "      <td>Manipulate online polls</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>IT00000016</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>IT00000033</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>Incirlik terrorists</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>IT00000044</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>IT00000063</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>IT00000084</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>IT00000104</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>IT00000126</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>IT00000139</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>IT00000148</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>IT00000158</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>IT00000182</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>IT00000017</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>IT00000046</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>IT00000064</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>IT00000087</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>IT00000096</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>IT00000122</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>IT00000142</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>IT00000151</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>IT00000159</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>IT00000185</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>IT00000018</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>IT00000047</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>IT00000065</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>IT00000088</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>IT00000097</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>IT00000123</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>IT00000143</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>IT00000152</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>IT00000160</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>IT00000186</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>IT00000019</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0034</td>\n",
       "      <td>LinkedIn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>IT00000067</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0034</td>\n",
       "      <td>LinkedIn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>IT00000099</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0034</td>\n",
       "      <td>LinkedIn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>IT00000020</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0035</td>\n",
       "      <td>Pinterest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>IT00000068</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0035</td>\n",
       "      <td>Pinterest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>IT00000100</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0035</td>\n",
       "      <td>Pinterest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>IT00000021</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0036</td>\n",
       "      <td>WhatsApp</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>IT00000069</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0036</td>\n",
       "      <td>WhatsApp</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>IT00000101</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0036</td>\n",
       "      <td>WhatsApp</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>IT00000023</td>\n",
       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
       "      <td>Meme that ISIS was responsible for a local che...</td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0021</td>\n",
       "      <td>Memes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>IT00000072</td>\n",
       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0021</td>\n",
       "      <td>Memes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>IT00000117</td>\n",
       "      <td>memes</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>Saudi/Qatar bot dispute</td>\n",
       "      <td>T0021</td>\n",
       "      <td>Memes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>IT00000173</td>\n",
       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>Iran Influence Operations</td>\n",
       "      <td>T0021</td>\n",
       "      <td>Memes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>IT00000024</td>\n",
       "      <td>Backstop personas</td>\n",
       "      <td>Wikipedia fake persona \"AmandaGray91\".</td>\n",
       "      <td>I00005</td>\n",
       "      <td>Brexit vote</td>\n",
       "      <td>T0030</td>\n",
       "      <td>Backstop personas</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>IT00000074</td>\n",
       "      <td>Backstop personas</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0030</td>\n",
       "      <td>Backstop personas</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>IT00000025</td>\n",
       "      <td>Use SMS/text messages</td>\n",
       "      <td>SMS messages sent to local residents</td>\n",
       "      <td>I00006</td>\n",
       "      <td>Columbian Chemicals</td>\n",
       "      <td>T0043</td>\n",
       "      <td>Use SMS/ WhatsApp/ Chat apps</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>IT00000026</td>\n",
       "      <td>Fake video/images</td>\n",
       "      <td>Fake youtube video of ISIS claiming responsibi...</td>\n",
       "      <td>I00006</td>\n",
       "      <td>Columbian Chemicals</td>\n",
       "      <td>T0024</td>\n",
       "      <td>Create fake videos and images</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>IT00000116</td>\n",
       "      <td>photoshopped/fake images</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>Saudi/Qatar bot dispute</td>\n",
       "      <td>T0024</td>\n",
       "      <td>Create fake videos and images</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>IT00000027</td>\n",
       "      <td>Create and use hashtag</td>\n",
       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
       "      <td>I00006</td>\n",
       "      <td>Columbian Chemicals</td>\n",
       "      <td>T0015</td>\n",
       "      <td>Create hashtag</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>IT00000028</td>\n",
       "      <td>Create and use hashtag</td>\n",
       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
       "      <td>I00006</td>\n",
       "      <td>Columbian Chemicals</td>\n",
       "      <td>T0055</td>\n",
       "      <td>Use hashtag</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>IT00000030</td>\n",
       "      <td>bait journalists/media/politicians</td>\n",
       "      <td></td>\n",
       "      <td>I00006</td>\n",
       "      <td>Columbian Chemicals</td>\n",
       "      <td>T0039</td>\n",
       "      <td>Bait legitimate influencers</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>IT00000049</td>\n",
       "      <td>journalist/media baiting</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0039</td>\n",
       "      <td>Bait legitimate influencers</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>IT00000053</td>\n",
       "      <td>journalist/media baiting</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>ConcordDiscovery</td>\n",
       "      <td>T0039</td>\n",
       "      <td>Bait legitimate influencers</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>IT00000036</td>\n",
       "      <td>Using \"expert\"</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>PhilippinesExpert</td>\n",
       "      <td>T0045</td>\n",
       "      <td>Use fake experts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>IT00000040</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>PhilippinesExpert</td>\n",
       "      <td>T0052</td>\n",
       "      <td>Tertiary sites amplify news</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>IT00000086</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0052</td>\n",
       "      <td>Tertiary sites amplify news</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>IT00000141</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0052</td>\n",
       "      <td>Tertiary sites amplify news</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>IT00000150</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Mi...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>#HandsOffVenezuela</td>\n",
       "      <td>T0052</td>\n",
       "      <td>Tertiary sites amplify news</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>IT00000184</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0052</td>\n",
       "      <td>Tertiary sites amplify news</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>IT00000048</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>ParklandTeens</td>\n",
       "      <td>T0020</td>\n",
       "      <td>Trial content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>IT00000070</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0020</td>\n",
       "      <td>Trial content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>IT00000102</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0020</td>\n",
       "      <td>Trial content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>IT00000124</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0020</td>\n",
       "      <td>Trial content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>IT00000050</td>\n",
       "      <td>Forge ('release' altered hacked documents)</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>ConcordDiscovery</td>\n",
       "      <td>T0025</td>\n",
       "      <td>Leak altered documents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>IT00000051</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>ConcordDiscovery</td>\n",
       "      <td>T0025</td>\n",
       "      <td>Leak altered documents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>IT00000054</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0025</td>\n",
       "      <td>Leak altered documents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>IT00000075</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>#Macronleaks</td>\n",
       "      <td>T0025</td>\n",
       "      <td>Leak altered documents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>IT00000153</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>Integrity Initiative</td>\n",
       "      <td>T0025</td>\n",
       "      <td>Leak altered documents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>IT00000052</td>\n",
       "      <td>Circulate to media via DM, then release publicly</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>ConcordDiscovery</td>\n",
       "      <td>T0044</td>\n",
       "      <td>Seed distortions</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>IT00000066</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0033</td>\n",
       "      <td>Instagram</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>IT00000098</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>Kavanaugh</td>\n",
       "      <td>T0033</td>\n",
       "      <td>Instagram</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>IT00000073</td>\n",
       "      <td>Click-bait (economic actors) fake news sites (...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>US presidential elections</td>\n",
       "      <td>T0016</td>\n",
       "      <td>Clickbait</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>IT00000081</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0001</td>\n",
       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>IT00000128</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>Sea of Azov</td>\n",
       "      <td>T0001</td>\n",
       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>IT00000129</td>\n",
       "      <td>Russian FSB security service blamed Ukraine fo...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>Sea of Azov</td>\n",
       "      <td>T0001</td>\n",
       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>IT00000136</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>White Helmets: Chemical Weapons</td>\n",
       "      <td>T0001</td>\n",
       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>IT00000167</td>\n",
       "      <td>China also plays victim, innocence, plays by r...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>China Huawei CFO Arrest</td>\n",
       "      <td>T0001</td>\n",
       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>IT00000168</td>\n",
       "      <td>Chinese ambassador Lu Shaye accused Canada of ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>China Huawei CFO Arrest</td>\n",
       "      <td>T0001</td>\n",
       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>IT00000179</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>Olympic Doping Scandal</td>\n",
       "      <td>T0001</td>\n",
       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>IT00000089</td>\n",
       "      <td>Demand insurmountable proof</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>MH17 investigation</td>\n",
       "      <td>T0040</td>\n",
       "      <td>Demand unsurmountable proof</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>IT00000133</td>\n",
       "      <td>Demand insurmountable proof</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>Sea of Azov</td>\n",
       "      <td>T0040</td>\n",
       "      <td>Demand unsurmountable proof</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>IT00000105</td>\n",
       "      <td>2,000,000 people (est.) part of state run/spon...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>China 50cent Army</td>\n",
       "      <td>T0049</td>\n",
       "      <td>Flooding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>IT00000112</td>\n",
       "      <td>flood the Facebook pages of Taiwanese politici...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>DibaFacebookExpedition</td>\n",
       "      <td>T0049</td>\n",
       "      <td>Flooding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>IT00000113</td>\n",
       "      <td>Democratic Progressive Party (DPP), attracted ...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>DibaFacebookExpedition</td>\n",
       "      <td>T0049</td>\n",
       "      <td>Flooding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>IT00000106</td>\n",
       "      <td>fabricated social media comment</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>China 50cent Army</td>\n",
       "      <td>T0051</td>\n",
       "      <td>Fabricate social media comment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>IT00000107</td>\n",
       "      <td>domestic social media influence operations foc...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>China 50cent Army</td>\n",
       "      <td>T0050</td>\n",
       "      <td>Cheerleading domestic social media ops</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>IT00000165</td>\n",
       "      <td>Extend digital the physical space… gatherings ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>China Huawei CFO Arrest</td>\n",
       "      <td>T0050</td>\n",
       "      <td>Cheerleading domestic social media ops</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>IT00000108</td>\n",
       "      <td>cow online opinion leaders into submission, mu...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>China 50cent Army</td>\n",
       "      <td>T0047</td>\n",
       "      <td>Muzzle social media as a political force</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>IT00000109</td>\n",
       "      <td>cow online opinion leaders into submission, mu...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>China 50cent Army</td>\n",
       "      <td>T0048</td>\n",
       "      <td>Cow online opinion leaders</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>IT00000110</td>\n",
       "      <td>facilitate state propaganda and defuse crises</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>China 50cent Army</td>\n",
       "      <td>T0002</td>\n",
       "      <td>Facilitate State Propaganda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>IT00000111</td>\n",
       "      <td>Netizens from one of the largest discussion fo...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>DibaFacebookExpedition</td>\n",
       "      <td>T0002</td>\n",
       "      <td>Facilitate State Propaganda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>IT00000114</td>\n",
       "      <td>“hack” of Qatar’s official news agency</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>Saudi/Qatar bot dispute</td>\n",
       "      <td>T0011</td>\n",
       "      <td>Hijack legitimate account</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>IT00000127</td>\n",
       "      <td>Promote fake “experts” with impressive (and sc...</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>JadeHelm exercise</td>\n",
       "      <td>T0009</td>\n",
       "      <td>Create fake experts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>IT00000130</td>\n",
       "      <td>(Distort) Kremlin-controlled RT cited Russian ...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>Sea of Azov</td>\n",
       "      <td>T0023</td>\n",
       "      <td>Distort facts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>IT00000163</td>\n",
       "      <td>Distorted, saccharine “news” about the Chinese...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>China Huawei CFO Arrest</td>\n",
       "      <td>T0023</td>\n",
       "      <td>Distort facts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>IT00000174</td>\n",
       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>Iran Influence Operations</td>\n",
       "      <td>T0022</td>\n",
       "      <td>Conspiracy narratives</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>IT00000175</td>\n",
       "      <td>Fake news/synthetic web-sites</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>Iran Influence Operations</td>\n",
       "      <td>T0008</td>\n",
       "      <td>Create fake or imposter news sites</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       amitt_id                                               name  \\\n",
       "0    IT00000001                                buy FB targeted ads   \n",
       "1    IT00000010                               Targeted FB paid ads   \n",
       "2    IT00000057                               Targeted FB paid ads   \n",
       "3    IT00000002                         Promote \"funding\" campaign   \n",
       "4    IT00000003            create web-site - information pollution   \n",
       "5    IT00000014        RT & Sputnik generate information pollution   \n",
       "6    IT00000031  RT & Sputnik generate information pollution (r...   \n",
       "7    IT00000037       RT & Sputnik generate information pollution    \n",
       "8    IT00000061        RT & Sputnik generate information pollution   \n",
       "9    IT00000082  RT & Sputnik generate information pollution (s...   \n",
       "10   IT00000094        RT & Sputnik generate information pollution   \n",
       "11   IT00000120        RT & Sputnik generate information pollution   \n",
       "12   IT00000137  RT & Sputnik generate information pollution (s...   \n",
       "13   IT00000146  RT & Sputnik generate information pollution (s...   \n",
       "14   IT00000156        RT & Sputnik generate information pollution   \n",
       "15   IT00000180  RT & Sputnik generate information pollution (s...   \n",
       "16   IT00000004            create web-site - information pollution   \n",
       "17   IT00000015        RT & Sputnik generate information pollution   \n",
       "18   IT00000032  RT & Sputnik generate information pollution (r...   \n",
       "19   IT00000038       RT & Sputnik generate information pollution    \n",
       "20   IT00000062        RT & Sputnik generate information pollution   \n",
       "21   IT00000083  RT & Sputnik generate information pollution (s...   \n",
       "22   IT00000095        RT & Sputnik generate information pollution   \n",
       "23   IT00000121        RT & Sputnik generate information pollution   \n",
       "24   IT00000138  RT & Sputnik generate information pollution (s...   \n",
       "25   IT00000147  RT & Sputnik generate information pollution (s...   \n",
       "26   IT00000157        RT & Sputnik generate information pollution   \n",
       "27   IT00000162  State-run media seeds foreign influence enviro...   \n",
       "28   IT00000181  RT & Sputnik generate information pollution (s...   \n",
       "29   IT00000005        SEO optimisation/manipulation (\"key words\")   \n",
       "30   IT00000022        SEO optimisation/manipulation (\"key words\")   \n",
       "31   IT00000043        SEO optimisation/manipulation (\"key words\")   \n",
       "32   IT00000071        SEO optimisation/manipulation (\"key words\")   \n",
       "33   IT00000085        SEO optimisation/manipulation (\"key words\")   \n",
       "34   IT00000103        SEO optimisation/manipulation (\"key words\")   \n",
       "35   IT00000125        SEO optimisation/manipulation (\"key words\")   \n",
       "36   IT00000140        SEO optimisation/manipulation (\"key words\")   \n",
       "37   IT00000149        SEO optimisation/manipulation (\"key words\")   \n",
       "38   IT00000161        SEO optimisation/manipulation (\"key words\")   \n",
       "39   IT00000172        SEO optimisation/manipulation (\"key words\")   \n",
       "40   IT00000183        SEO optimisation/manipulation (\"key words\")   \n",
       "41   IT00000006                                 legacy web content   \n",
       "42   IT00000007  hard to remove content and/or campaign/exploit...   \n",
       "43   IT00000176                                 legacy web content   \n",
       "44   IT00000008                  Twitter bots amplify & manipulate   \n",
       "45   IT00000034                  Twitter bots amplify & manipulate   \n",
       "46   IT00000041                  Twitter bots amplify & manipulate   \n",
       "47   IT00000055                  Twitter bots amplify & manipulate   \n",
       "48   IT00000076                  Twitter bots amplify & manipulate   \n",
       "49   IT00000079                  Twitter bots amplify & manipulate   \n",
       "50   IT00000090                  Twitter bots amplify & manipulate   \n",
       "51   IT00000115                  Twitter bots amplify & manipulate   \n",
       "52   IT00000118                  Twitter bots amplify & manipulate   \n",
       "53   IT00000131                  Twitter bots amplify & manipulate   \n",
       "54   IT00000134                  Twitter bots amplify & manipulate   \n",
       "55   IT00000144                  Twitter bots amplify & manipulate   \n",
       "56   IT00000154                  Twitter bots amplify & manipulate   \n",
       "57   IT00000169                  Twitter bots amplify & manipulate   \n",
       "58   IT00000177                  Twitter bots amplify & manipulate   \n",
       "59   IT00000009                Twitter trolls amplify & manipulate   \n",
       "60   IT00000035                Twitter trolls amplify & manipulate   \n",
       "61   IT00000042                Twitter trolls amplify & manipulate   \n",
       "62   IT00000056                Twitter trolls amplify & manipulate   \n",
       "63   IT00000077                Twitter trolls amplify & manipulate   \n",
       "64   IT00000080                Twitter trolls amplify & manipulate   \n",
       "65   IT00000091                Twitter trolls amplify & manipulate   \n",
       "66   IT00000119                Twitter trolls amplify & manipulate   \n",
       "67   IT00000132                Twitter trolls amplify & manipulate   \n",
       "68   IT00000135                Twitter trolls amplify & manipulate   \n",
       "69   IT00000145                Twitter trolls amplify & manipulate   \n",
       "70   IT00000155                Twitter trolls amplify & manipulate   \n",
       "71   IT00000170                Twitter trolls amplify & manipulate   \n",
       "72   IT00000178                Twitter trolls amplify & manipulate   \n",
       "73   IT00000011                      Fake FB groups + dark content   \n",
       "74   IT00000029                   Fake twitter profiles to amplify   \n",
       "75   IT00000039                                           FB pages   \n",
       "76   IT00000045                           FB pages/groups/profiles   \n",
       "77   IT00000058                      Fake FB groups + dark content   \n",
       "78   IT00000078       Fake FB groups/pages/profiles + dark content   \n",
       "79   IT00000092                     Fake FB groups/pages/profiles    \n",
       "80   IT00000171  Fake FB groups/pages/profiles + dark content (...   \n",
       "81   IT00000012  Digital to physical \"organize+promote\" rallies...   \n",
       "82   IT00000059  Digital to physical \"organize+promote\" rallies...   \n",
       "83   IT00000093  Digital to physical \"organize+promote\" rallies...   \n",
       "84   IT00000164  Events coordinated and promoted across media p...   \n",
       "85   IT00000166  Extend digital the physical space… gatherings ...   \n",
       "86   IT00000013           manipulate social media \"online polls\"?    \n",
       "87   IT00000060           manipulate social media \"online polls\"?    \n",
       "88   IT00000016       cultivate, manipulate, exploit useful idiots   \n",
       "89   IT00000033  cultivate, manipulate, exploit useful idiots (...   \n",
       "90   IT00000044  cultivate, manipulate, exploit useful idiots (...   \n",
       "91   IT00000063       cultivate, manipulate, exploit useful idiots   \n",
       "92   IT00000084       cultivate, manipulate, exploit useful idiots   \n",
       "93   IT00000104  cultivate, manipulate, exploit useful idiots (...   \n",
       "94   IT00000126  cultivate, manipulate, exploit useful idiots (...   \n",
       "95   IT00000139  cultivate, manipulate, exploit useful idiots (...   \n",
       "96   IT00000148  cultivate, manipulate, exploit useful idiots (...   \n",
       "97   IT00000158       cultivate, manipulate, exploit useful idiots   \n",
       "98   IT00000182      cultivate, manipulate, exploit useful idiots    \n",
       "99   IT00000017    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "100  IT00000046                                    YouTube; Reddit   \n",
       "101  IT00000064  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "102  IT00000087                                  YouTube; Reddit;    \n",
       "103  IT00000096  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "104  IT00000122                                    YouTube; Reddit   \n",
       "105  IT00000142                                  YouTube; Reddit;    \n",
       "106  IT00000151                                  YouTube; Reddit;    \n",
       "107  IT00000159                                    YouTube; Reddit   \n",
       "108  IT00000185                                  YouTube; Reddit;    \n",
       "109  IT00000018    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "110  IT00000047                                    YouTube; Reddit   \n",
       "111  IT00000065  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "112  IT00000088                                  YouTube; Reddit;    \n",
       "113  IT00000097  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "114  IT00000123                                    YouTube; Reddit   \n",
       "115  IT00000143                                  YouTube; Reddit;    \n",
       "116  IT00000152                                  YouTube; Reddit;    \n",
       "117  IT00000160                                    YouTube; Reddit   \n",
       "118  IT00000186                                  YouTube; Reddit;    \n",
       "119  IT00000019    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "120  IT00000067  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "121  IT00000099  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "122  IT00000020    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "123  IT00000068  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "124  IT00000100  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "125  IT00000021    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "126  IT00000069  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "127  IT00000101  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "128  IT00000023  Memes... anti-immigration; euroskepticism; fea...   \n",
       "129  IT00000072  Memes... anti-immigration; euroskepticism; fea...   \n",
       "130  IT00000117                                              memes   \n",
       "131  IT00000173  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
       "132  IT00000024                                  Backstop personas   \n",
       "133  IT00000074                                  Backstop personas   \n",
       "134  IT00000025                              Use SMS/text messages   \n",
       "135  IT00000026                                  Fake video/images   \n",
       "136  IT00000116                           photoshopped/fake images   \n",
       "137  IT00000027                             Create and use hashtag   \n",
       "138  IT00000028                             Create and use hashtag   \n",
       "139  IT00000030                 bait journalists/media/politicians   \n",
       "140  IT00000049                           journalist/media baiting   \n",
       "141  IT00000053                           journalist/media baiting   \n",
       "142  IT00000036                                     Using \"expert\"   \n",
       "143  IT00000040  News circulated/amplifed by tertiary sites (Ru...   \n",
       "144  IT00000086  News circulated/amplifed by tertiary sites (Ru...   \n",
       "145  IT00000141  News circulated/amplifed by tertiary sites (Ru...   \n",
       "146  IT00000150  News circulated/amplifed by tertiary sites (Mi...   \n",
       "147  IT00000184  News circulated/amplifed by tertiary sites (Ru...   \n",
       "148  IT00000048                        4Chan/8Chan - trial content   \n",
       "149  IT00000070                        4Chan/8Chan - trial content   \n",
       "150  IT00000102                        4Chan/8Chan - trial content   \n",
       "151  IT00000124                        4Chan/8Chan - trial content   \n",
       "152  IT00000050         Forge ('release' altered hacked documents)   \n",
       "153  IT00000051                       hack/leak/manipulate/distort   \n",
       "154  IT00000054                       hack/leak/manipulate/distort   \n",
       "155  IT00000075                       hack/leak/manipulate/distort   \n",
       "156  IT00000153                       hack/leak/manipulate/distort   \n",
       "157  IT00000052   Circulate to media via DM, then release publicly   \n",
       "158  IT00000066  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "159  IT00000098  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "160  IT00000073  Click-bait (economic actors) fake news sites (...   \n",
       "161  IT00000081  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "162  IT00000128  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "163  IT00000129  Russian FSB security service blamed Ukraine fo...   \n",
       "164  IT00000136  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "165  IT00000167  China also plays victim, innocence, plays by r...   \n",
       "166  IT00000168  Chinese ambassador Lu Shaye accused Canada of ...   \n",
       "167  IT00000179  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "168  IT00000089                        Demand insurmountable proof   \n",
       "169  IT00000133                        Demand insurmountable proof   \n",
       "170  IT00000105  2,000,000 people (est.) part of state run/spon...   \n",
       "171  IT00000112  flood the Facebook pages of Taiwanese politici...   \n",
       "172  IT00000113  Democratic Progressive Party (DPP), attracted ...   \n",
       "173  IT00000106                    fabricated social media comment   \n",
       "174  IT00000107  domestic social media influence operations foc...   \n",
       "175  IT00000165  Extend digital the physical space… gatherings ...   \n",
       "176  IT00000108  cow online opinion leaders into submission, mu...   \n",
       "177  IT00000109  cow online opinion leaders into submission, mu...   \n",
       "178  IT00000110      facilitate state propaganda and defuse crises   \n",
       "179  IT00000111  Netizens from one of the largest discussion fo...   \n",
       "180  IT00000114             “hack” of Qatar’s official news agency   \n",
       "181  IT00000127  Promote fake “experts” with impressive (and sc...   \n",
       "182  IT00000130  (Distort) Kremlin-controlled RT cited Russian ...   \n",
       "183  IT00000163  Distorted, saccharine “news” about the Chinese...   \n",
       "184  IT00000174  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
       "185  IT00000175                      Fake news/synthetic web-sites   \n",
       "\n",
       "                                               summary amitt_id_incident  \\\n",
       "0                                                                 I00002   \n",
       "1                                                                 I00005   \n",
       "2                                                                 I00017   \n",
       "3                                                                 I00002   \n",
       "4                                                                 I00002   \n",
       "5                                                                 I00005   \n",
       "6                                                                 I00007   \n",
       "7                                                                 I00009   \n",
       "8                                                                 I00017   \n",
       "9                                                                 I00029   \n",
       "10                                                                I00032   \n",
       "11                                                                I00044   \n",
       "12                                                                I00049   \n",
       "13                                                                I00050   \n",
       "14                                                                I00051   \n",
       "15                                                                I00063   \n",
       "16                                                                I00002   \n",
       "17                                                                I00005   \n",
       "18                                                                I00007   \n",
       "19                                                                I00009   \n",
       "20                                                                I00017   \n",
       "21                                                                I00029   \n",
       "22                                                                I00032   \n",
       "23                                                                I00044   \n",
       "24                                                                I00049   \n",
       "25                                                                I00050   \n",
       "26                                                                I00051   \n",
       "27                                                                I00053   \n",
       "28                                                                I00063   \n",
       "29                                                                I00002   \n",
       "30                                                                I00005   \n",
       "31                                                                I00010   \n",
       "32                                                                I00017   \n",
       "33                                                                I00029   \n",
       "34                                                                I00032   \n",
       "35                                                                I00044   \n",
       "36                                                                I00049   \n",
       "37                                                                I00050   \n",
       "38                                                                I00051   \n",
       "39                                                                I00056   \n",
       "40                                                                I00063   \n",
       "41                                                                I00002   \n",
       "42                                                                I00002   \n",
       "43                                                                I00056   \n",
       "44                                                                I00005   \n",
       "45                                                                I00007   \n",
       "46                                                                I00010   \n",
       "47                                                                I00017   \n",
       "48                                                                I00022   \n",
       "49                                                                I00029   \n",
       "50                                                                I00032   \n",
       "51                                                                I00042   \n",
       "52                                                                I00044   \n",
       "53                                                                I00047   \n",
       "54                                                                I00049   \n",
       "55                                                                I00050   \n",
       "56                                                                I00051   \n",
       "57                                                                I00056   \n",
       "58                                                                I00063   \n",
       "59                                                                I00005   \n",
       "60                                                                I00007   \n",
       "61                                                                I00010   \n",
       "62                                                                I00017   \n",
       "63                                                                I00022   \n",
       "64                                                                I00029   \n",
       "65                                                                I00032   \n",
       "66                                                                I00044   \n",
       "67                                                                I00047   \n",
       "68                                                                I00049   \n",
       "69                                                                I00050   \n",
       "70                                                                I00051   \n",
       "71                                                                I00056   \n",
       "72                                                                I00063   \n",
       "73                                                                I00005   \n",
       "74                Twitter bots used to drive visbility            I00006   \n",
       "75                                                                I00009   \n",
       "76                                                                I00010   \n",
       "77                                                                I00017   \n",
       "78                                                                I00022   \n",
       "79                                                                I00032   \n",
       "80                                                                I00056   \n",
       "81                                                                I00005   \n",
       "82                                                                I00017   \n",
       "83                                                                I00032   \n",
       "84                                                                I00053   \n",
       "85                                                                I00053   \n",
       "86                                                                I00005   \n",
       "87                                                                I00017   \n",
       "88                                                                I00005   \n",
       "89                                                                I00007   \n",
       "90                                                                I00010   \n",
       "91                                                                I00017   \n",
       "92                                                                I00029   \n",
       "93                                                                I00032   \n",
       "94                                                                I00044   \n",
       "95                                                                I00049   \n",
       "96                                                                I00050   \n",
       "97                                                                I00051   \n",
       "98                                                                I00063   \n",
       "99                                                                I00005   \n",
       "100                                                               I00010   \n",
       "101                                                               I00017   \n",
       "102                                                               I00029   \n",
       "103                                                               I00032   \n",
       "104                                                               I00044   \n",
       "105                                                               I00049   \n",
       "106                                                               I00050   \n",
       "107                                                               I00051   \n",
       "108                                                               I00063   \n",
       "109                                                               I00005   \n",
       "110                                                               I00010   \n",
       "111                                                               I00017   \n",
       "112                                                               I00029   \n",
       "113                                                               I00032   \n",
       "114                                                               I00044   \n",
       "115                                                               I00049   \n",
       "116                                                               I00050   \n",
       "117                                                               I00051   \n",
       "118                                                               I00063   \n",
       "119                                                               I00005   \n",
       "120                                                               I00017   \n",
       "121                                                               I00032   \n",
       "122                                                               I00005   \n",
       "123                                                               I00017   \n",
       "124                                                               I00032   \n",
       "125                                                               I00005   \n",
       "126                                                               I00017   \n",
       "127                                                               I00032   \n",
       "128  Meme that ISIS was responsible for a local che...            I00005   \n",
       "129                                                               I00017   \n",
       "130                                                               I00042   \n",
       "131                                                               I00056   \n",
       "132            Wikipedia fake persona \"AmandaGray91\".             I00005   \n",
       "133                                                               I00017   \n",
       "134               SMS messages sent to local residents            I00006   \n",
       "135  Fake youtube video of ISIS claiming responsibi...            I00006   \n",
       "136                                                               I00042   \n",
       "137          Main hashtag used was #ColumbianChemicals            I00006   \n",
       "138          Main hashtag used was #ColumbianChemicals            I00006   \n",
       "139                                                               I00006   \n",
       "140                                                               I00010   \n",
       "141                                                               I00015   \n",
       "142                                                               I00009   \n",
       "143                                                               I00009   \n",
       "144                                                               I00029   \n",
       "145                                                               I00049   \n",
       "146                                                               I00050   \n",
       "147                                                               I00063   \n",
       "148                                                               I00010   \n",
       "149                                                               I00017   \n",
       "150                                                               I00032   \n",
       "151                                                               I00044   \n",
       "152                                                               I00015   \n",
       "153                                                               I00015   \n",
       "154                                                               I00017   \n",
       "155                                                               I00022   \n",
       "156                                                               I00051   \n",
       "157                                                               I00015   \n",
       "158                                                               I00017   \n",
       "159                                                               I00032   \n",
       "160                                                               I00017   \n",
       "161                                                               I00029   \n",
       "162                                                               I00047   \n",
       "163                                                               I00047   \n",
       "164                                                               I00049   \n",
       "165                                                               I00053   \n",
       "166                                                               I00053   \n",
       "167                                                               I00063   \n",
       "168                                                               I00029   \n",
       "169                                                               I00047   \n",
       "170                                                               I00033   \n",
       "171                                                               I00034   \n",
       "172                                                               I00034   \n",
       "173                                                               I00033   \n",
       "174                                                               I00033   \n",
       "175                                                               I00053   \n",
       "176                                                               I00033   \n",
       "177                                                               I00033   \n",
       "178                                                               I00033   \n",
       "179                                                               I00034   \n",
       "180                                                               I00042   \n",
       "181                                                               I00044   \n",
       "182                                                               I00047   \n",
       "183                                                               I00053   \n",
       "184                                                               I00056   \n",
       "185                                                               I00056   \n",
       "\n",
       "                       name_incident amitt_id_technique  \\\n",
       "0                       #VaccinateUS              T0018   \n",
       "1                        Brexit vote              T0018   \n",
       "2          US presidential elections              T0018   \n",
       "3                       #VaccinateUS              T0017   \n",
       "4                       #VaccinateUS              T0019   \n",
       "5                        Brexit vote              T0019   \n",
       "6                Incirlik terrorists              T0019   \n",
       "7                  PhilippinesExpert              T0019   \n",
       "8          US presidential elections              T0019   \n",
       "9                 MH17 investigation              T0019   \n",
       "10                         Kavanaugh              T0019   \n",
       "11                 JadeHelm exercise              T0019   \n",
       "12   White Helmets: Chemical Weapons              T0019   \n",
       "13                #HandsOffVenezuela              T0019   \n",
       "14              Integrity Initiative              T0019   \n",
       "15            Olympic Doping Scandal              T0019   \n",
       "16                      #VaccinateUS              T0056   \n",
       "17                       Brexit vote              T0056   \n",
       "18               Incirlik terrorists              T0056   \n",
       "19                 PhilippinesExpert              T0056   \n",
       "20         US presidential elections              T0056   \n",
       "21                MH17 investigation              T0056   \n",
       "22                         Kavanaugh              T0056   \n",
       "23                 JadeHelm exercise              T0056   \n",
       "24   White Helmets: Chemical Weapons              T0056   \n",
       "25                #HandsOffVenezuela              T0056   \n",
       "26              Integrity Initiative              T0056   \n",
       "27           China Huawei CFO Arrest              T0056   \n",
       "28            Olympic Doping Scandal              T0056   \n",
       "29                      #VaccinateUS              T0046   \n",
       "30                       Brexit vote              T0046   \n",
       "31                     ParklandTeens              T0046   \n",
       "32         US presidential elections              T0046   \n",
       "33                MH17 investigation              T0046   \n",
       "34                         Kavanaugh              T0046   \n",
       "35                 JadeHelm exercise              T0046   \n",
       "36   White Helmets: Chemical Weapons              T0046   \n",
       "37                #HandsOffVenezuela              T0046   \n",
       "38              Integrity Initiative              T0046   \n",
       "39         Iran Influence Operations              T0046   \n",
       "40            Olympic Doping Scandal              T0046   \n",
       "41                      #VaccinateUS              T0058   \n",
       "42                      #VaccinateUS              T0058   \n",
       "43         Iran Influence Operations              T0058   \n",
       "44                       Brexit vote              T0054   \n",
       "45               Incirlik terrorists              T0054   \n",
       "46                     ParklandTeens              T0054   \n",
       "47         US presidential elections              T0054   \n",
       "48                      #Macronleaks              T0054   \n",
       "49                MH17 investigation              T0054   \n",
       "50                         Kavanaugh              T0054   \n",
       "51           Saudi/Qatar bot dispute              T0054   \n",
       "52                 JadeHelm exercise              T0054   \n",
       "53                       Sea of Azov              T0054   \n",
       "54   White Helmets: Chemical Weapons              T0054   \n",
       "55                #HandsOffVenezuela              T0054   \n",
       "56              Integrity Initiative              T0054   \n",
       "57         Iran Influence Operations              T0054   \n",
       "58            Olympic Doping Scandal              T0054   \n",
       "59                       Brexit vote              T0053   \n",
       "60               Incirlik terrorists              T0053   \n",
       "61                     ParklandTeens              T0053   \n",
       "62         US presidential elections              T0053   \n",
       "63                      #Macronleaks              T0053   \n",
       "64                MH17 investigation              T0053   \n",
       "65                         Kavanaugh              T0053   \n",
       "66                 JadeHelm exercise              T0053   \n",
       "67                       Sea of Azov              T0053   \n",
       "68   White Helmets: Chemical Weapons              T0053   \n",
       "69                #HandsOffVenezuela              T0053   \n",
       "70              Integrity Initiative              T0053   \n",
       "71         Iran Influence Operations              T0053   \n",
       "72            Olympic Doping Scandal              T0053   \n",
       "73                       Brexit vote              T0007   \n",
       "74               Columbian Chemicals              T0007   \n",
       "75                 PhilippinesExpert              T0007   \n",
       "76                     ParklandTeens              T0007   \n",
       "77         US presidential elections              T0007   \n",
       "78                      #Macronleaks              T0007   \n",
       "79                         Kavanaugh              T0007   \n",
       "80         Iran Influence Operations              T0007   \n",
       "81                       Brexit vote              T0057   \n",
       "82         US presidential elections              T0057   \n",
       "83                         Kavanaugh              T0057   \n",
       "84           China Huawei CFO Arrest              T0057   \n",
       "85           China Huawei CFO Arrest              T0057   \n",
       "86                       Brexit vote              T0029   \n",
       "87         US presidential elections              T0029   \n",
       "88                       Brexit vote              T0010   \n",
       "89               Incirlik terrorists              T0010   \n",
       "90                     ParklandTeens              T0010   \n",
       "91         US presidential elections              T0010   \n",
       "92                MH17 investigation              T0010   \n",
       "93                         Kavanaugh              T0010   \n",
       "94                 JadeHelm exercise              T0010   \n",
       "95   White Helmets: Chemical Weapons              T0010   \n",
       "96                #HandsOffVenezuela              T0010   \n",
       "97              Integrity Initiative              T0010   \n",
       "98            Olympic Doping Scandal              T0010   \n",
       "99                       Brexit vote              T0031   \n",
       "100                    ParklandTeens              T0031   \n",
       "101        US presidential elections              T0031   \n",
       "102               MH17 investigation              T0031   \n",
       "103                        Kavanaugh              T0031   \n",
       "104                JadeHelm exercise              T0031   \n",
       "105  White Helmets: Chemical Weapons              T0031   \n",
       "106               #HandsOffVenezuela              T0031   \n",
       "107             Integrity Initiative              T0031   \n",
       "108           Olympic Doping Scandal              T0031   \n",
       "109                      Brexit vote              T0032   \n",
       "110                    ParklandTeens              T0032   \n",
       "111        US presidential elections              T0032   \n",
       "112               MH17 investigation              T0032   \n",
       "113                        Kavanaugh              T0032   \n",
       "114                JadeHelm exercise              T0032   \n",
       "115  White Helmets: Chemical Weapons              T0032   \n",
       "116               #HandsOffVenezuela              T0032   \n",
       "117             Integrity Initiative              T0032   \n",
       "118           Olympic Doping Scandal              T0032   \n",
       "119                      Brexit vote              T0034   \n",
       "120        US presidential elections              T0034   \n",
       "121                        Kavanaugh              T0034   \n",
       "122                      Brexit vote              T0035   \n",
       "123        US presidential elections              T0035   \n",
       "124                        Kavanaugh              T0035   \n",
       "125                      Brexit vote              T0036   \n",
       "126        US presidential elections              T0036   \n",
       "127                        Kavanaugh              T0036   \n",
       "128                      Brexit vote              T0021   \n",
       "129        US presidential elections              T0021   \n",
       "130          Saudi/Qatar bot dispute              T0021   \n",
       "131        Iran Influence Operations              T0021   \n",
       "132                      Brexit vote              T0030   \n",
       "133        US presidential elections              T0030   \n",
       "134              Columbian Chemicals              T0043   \n",
       "135              Columbian Chemicals              T0024   \n",
       "136          Saudi/Qatar bot dispute              T0024   \n",
       "137              Columbian Chemicals              T0015   \n",
       "138              Columbian Chemicals              T0055   \n",
       "139              Columbian Chemicals              T0039   \n",
       "140                    ParklandTeens              T0039   \n",
       "141                 ConcordDiscovery              T0039   \n",
       "142                PhilippinesExpert              T0045   \n",
       "143                PhilippinesExpert              T0052   \n",
       "144               MH17 investigation              T0052   \n",
       "145  White Helmets: Chemical Weapons              T0052   \n",
       "146               #HandsOffVenezuela              T0052   \n",
       "147           Olympic Doping Scandal              T0052   \n",
       "148                    ParklandTeens              T0020   \n",
       "149        US presidential elections              T0020   \n",
       "150                        Kavanaugh              T0020   \n",
       "151                JadeHelm exercise              T0020   \n",
       "152                 ConcordDiscovery              T0025   \n",
       "153                 ConcordDiscovery              T0025   \n",
       "154        US presidential elections              T0025   \n",
       "155                     #Macronleaks              T0025   \n",
       "156             Integrity Initiative              T0025   \n",
       "157                 ConcordDiscovery              T0044   \n",
       "158        US presidential elections              T0033   \n",
       "159                        Kavanaugh              T0033   \n",
       "160        US presidential elections              T0016   \n",
       "161               MH17 investigation              T0001   \n",
       "162                      Sea of Azov              T0001   \n",
       "163                      Sea of Azov              T0001   \n",
       "164  White Helmets: Chemical Weapons              T0001   \n",
       "165          China Huawei CFO Arrest              T0001   \n",
       "166          China Huawei CFO Arrest              T0001   \n",
       "167           Olympic Doping Scandal              T0001   \n",
       "168               MH17 investigation              T0040   \n",
       "169                      Sea of Azov              T0040   \n",
       "170                China 50cent Army              T0049   \n",
       "171           DibaFacebookExpedition              T0049   \n",
       "172           DibaFacebookExpedition              T0049   \n",
       "173                China 50cent Army              T0051   \n",
       "174                China 50cent Army              T0050   \n",
       "175          China Huawei CFO Arrest              T0050   \n",
       "176                China 50cent Army              T0047   \n",
       "177                China 50cent Army              T0048   \n",
       "178                China 50cent Army              T0002   \n",
       "179           DibaFacebookExpedition              T0002   \n",
       "180          Saudi/Qatar bot dispute              T0011   \n",
       "181                JadeHelm exercise              T0009   \n",
       "182                      Sea of Azov              T0023   \n",
       "183          China Huawei CFO Arrest              T0023   \n",
       "184        Iran Influence Operations              T0022   \n",
       "185        Iran Influence Operations              T0008   \n",
       "\n",
       "                                        name_technique  \n",
       "0                                    Paid targeted ads  \n",
       "1                                    Paid targeted ads  \n",
       "2                                    Paid targeted ads  \n",
       "3                               Promote online funding  \n",
       "4                       Generate information pollution  \n",
       "5                       Generate information pollution  \n",
       "6                       Generate information pollution  \n",
       "7                       Generate information pollution  \n",
       "8                       Generate information pollution  \n",
       "9                       Generate information pollution  \n",
       "10                      Generate information pollution  \n",
       "11                      Generate information pollution  \n",
       "12                      Generate information pollution  \n",
       "13                      Generate information pollution  \n",
       "14                      Generate information pollution  \n",
       "15                      Generate information pollution  \n",
       "16   Dedicated channels disseminate information pol...  \n",
       "17   Dedicated channels disseminate information pol...  \n",
       "18   Dedicated channels disseminate information pol...  \n",
       "19   Dedicated channels disseminate information pol...  \n",
       "20   Dedicated channels disseminate information pol...  \n",
       "21   Dedicated channels disseminate information pol...  \n",
       "22   Dedicated channels disseminate information pol...  \n",
       "23   Dedicated channels disseminate information pol...  \n",
       "24   Dedicated channels disseminate information pol...  \n",
       "25   Dedicated channels disseminate information pol...  \n",
       "26   Dedicated channels disseminate information pol...  \n",
       "27   Dedicated channels disseminate information pol...  \n",
       "28   Dedicated channels disseminate information pol...  \n",
       "29                          Search Engine Optimization  \n",
       "30                          Search Engine Optimization  \n",
       "31                          Search Engine Optimization  \n",
       "32                          Search Engine Optimization  \n",
       "33                          Search Engine Optimization  \n",
       "34                          Search Engine Optimization  \n",
       "35                          Search Engine Optimization  \n",
       "36                          Search Engine Optimization  \n",
       "37                          Search Engine Optimization  \n",
       "38                          Search Engine Optimization  \n",
       "39                          Search Engine Optimization  \n",
       "40                          Search Engine Optimization  \n",
       "41                                  Legacy web content  \n",
       "42                                  Legacy web content  \n",
       "43                                  Legacy web content  \n",
       "44                                Twitter bots amplify  \n",
       "45                                Twitter bots amplify  \n",
       "46                                Twitter bots amplify  \n",
       "47                                Twitter bots amplify  \n",
       "48                                Twitter bots amplify  \n",
       "49                                Twitter bots amplify  \n",
       "50                                Twitter bots amplify  \n",
       "51                                Twitter bots amplify  \n",
       "52                                Twitter bots amplify  \n",
       "53                                Twitter bots amplify  \n",
       "54                                Twitter bots amplify  \n",
       "55                                Twitter bots amplify  \n",
       "56                                Twitter bots amplify  \n",
       "57                                Twitter bots amplify  \n",
       "58                                Twitter bots amplify  \n",
       "59               Twitter trolls amplify and manipulate  \n",
       "60               Twitter trolls amplify and manipulate  \n",
       "61               Twitter trolls amplify and manipulate  \n",
       "62               Twitter trolls amplify and manipulate  \n",
       "63               Twitter trolls amplify and manipulate  \n",
       "64               Twitter trolls amplify and manipulate  \n",
       "65               Twitter trolls amplify and manipulate  \n",
       "66               Twitter trolls amplify and manipulate  \n",
       "67               Twitter trolls amplify and manipulate  \n",
       "68               Twitter trolls amplify and manipulate  \n",
       "69               Twitter trolls amplify and manipulate  \n",
       "70               Twitter trolls amplify and manipulate  \n",
       "71               Twitter trolls amplify and manipulate  \n",
       "72               Twitter trolls amplify and manipulate  \n",
       "73   Create fake Social Media Profiles / Pages / Gr...  \n",
       "74   Create fake Social Media Profiles / Pages / Gr...  \n",
       "75   Create fake Social Media Profiles / Pages / Gr...  \n",
       "76   Create fake Social Media Profiles / Pages / Gr...  \n",
       "77   Create fake Social Media Profiles / Pages / Gr...  \n",
       "78   Create fake Social Media Profiles / Pages / Gr...  \n",
       "79   Create fake Social Media Profiles / Pages / Gr...  \n",
       "80   Create fake Social Media Profiles / Pages / Gr...  \n",
       "81                  Organise remote rallies and events  \n",
       "82                  Organise remote rallies and events  \n",
       "83                  Organise remote rallies and events  \n",
       "84                  Organise remote rallies and events  \n",
       "85                  Organise remote rallies and events  \n",
       "86                             Manipulate online polls  \n",
       "87                             Manipulate online polls  \n",
       "88                           Cultivate ignorant agents  \n",
       "89                           Cultivate ignorant agents  \n",
       "90                           Cultivate ignorant agents  \n",
       "91                           Cultivate ignorant agents  \n",
       "92                           Cultivate ignorant agents  \n",
       "93                           Cultivate ignorant agents  \n",
       "94                           Cultivate ignorant agents  \n",
       "95                           Cultivate ignorant agents  \n",
       "96                           Cultivate ignorant agents  \n",
       "97                           Cultivate ignorant agents  \n",
       "98                           Cultivate ignorant agents  \n",
       "99                                             YouTube  \n",
       "100                                            YouTube  \n",
       "101                                            YouTube  \n",
       "102                                            YouTube  \n",
       "103                                            YouTube  \n",
       "104                                            YouTube  \n",
       "105                                            YouTube  \n",
       "106                                            YouTube  \n",
       "107                                            YouTube  \n",
       "108                                            YouTube  \n",
       "109                                             Reddit  \n",
       "110                                             Reddit  \n",
       "111                                             Reddit  \n",
       "112                                             Reddit  \n",
       "113                                             Reddit  \n",
       "114                                             Reddit  \n",
       "115                                             Reddit  \n",
       "116                                             Reddit  \n",
       "117                                             Reddit  \n",
       "118                                             Reddit  \n",
       "119                                           LinkedIn  \n",
       "120                                           LinkedIn  \n",
       "121                                           LinkedIn  \n",
       "122                                          Pinterest  \n",
       "123                                          Pinterest  \n",
       "124                                          Pinterest  \n",
       "125                                           WhatsApp  \n",
       "126                                           WhatsApp  \n",
       "127                                           WhatsApp  \n",
       "128                                              Memes  \n",
       "129                                              Memes  \n",
       "130                                              Memes  \n",
       "131                                              Memes  \n",
       "132                                  Backstop personas  \n",
       "133                                  Backstop personas  \n",
       "134                       Use SMS/ WhatsApp/ Chat apps  \n",
       "135                      Create fake videos and images  \n",
       "136                      Create fake videos and images  \n",
       "137                                     Create hashtag  \n",
       "138                                        Use hashtag  \n",
       "139                        Bait legitimate influencers  \n",
       "140                        Bait legitimate influencers  \n",
       "141                        Bait legitimate influencers  \n",
       "142                                   Use fake experts  \n",
       "143                        Tertiary sites amplify news  \n",
       "144                        Tertiary sites amplify news  \n",
       "145                        Tertiary sites amplify news  \n",
       "146                        Tertiary sites amplify news  \n",
       "147                        Tertiary sites amplify news  \n",
       "148                                      Trial content  \n",
       "149                                      Trial content  \n",
       "150                                      Trial content  \n",
       "151                                      Trial content  \n",
       "152                             Leak altered documents  \n",
       "153                             Leak altered documents  \n",
       "154                             Leak altered documents  \n",
       "155                             Leak altered documents  \n",
       "156                             Leak altered documents  \n",
       "157                                   Seed distortions  \n",
       "158                                          Instagram  \n",
       "159                                          Instagram  \n",
       "160                                          Clickbait  \n",
       "161   5Ds (dismiss, distort, distract, dismay, divide)  \n",
       "162   5Ds (dismiss, distort, distract, dismay, divide)  \n",
       "163   5Ds (dismiss, distort, distract, dismay, divide)  \n",
       "164   5Ds (dismiss, distort, distract, dismay, divide)  \n",
       "165   5Ds (dismiss, distort, distract, dismay, divide)  \n",
       "166   5Ds (dismiss, distort, distract, dismay, divide)  \n",
       "167   5Ds (dismiss, distort, distract, dismay, divide)  \n",
       "168                        Demand unsurmountable proof  \n",
       "169                        Demand unsurmountable proof  \n",
       "170                                           Flooding  \n",
       "171                                           Flooding  \n",
       "172                                           Flooding  \n",
       "173                     Fabricate social media comment  \n",
       "174             Cheerleading domestic social media ops  \n",
       "175             Cheerleading domestic social media ops  \n",
       "176           Muzzle social media as a political force  \n",
       "177                         Cow online opinion leaders  \n",
       "178                        Facilitate State Propaganda  \n",
       "179                        Facilitate State Propaganda  \n",
       "180                          Hijack legitimate account  \n",
       "181                                Create fake experts  \n",
       "182                                      Distort facts  \n",
       "183                                      Distort facts  \n",
       "184                              Conspiracy narratives  \n",
       "185                 Create fake or imposter news sites  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check which amitt variables we can see from here\n",
    "print('{}\\n'.format(vars(amitt).keys()))\n",
    "testdfname = 'it'\n",
    "testdf = vars(amitt)[testdfname]\n",
    "print('{} columns: {}'.format(testdfname, testdf.columns))\n",
    "testdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "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>amitt_id</th>\n",
       "      <th>name</th>\n",
       "      <th>summary</th>\n",
       "      <th>incident_id</th>\n",
       "      <th>technique_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>IT00000001</td>\n",
       "      <td>buy FB targeted ads</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0018</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>IT00000010</td>\n",
       "      <td>Targeted FB paid ads</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0018</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>IT00000057</td>\n",
       "      <td>Targeted FB paid ads</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0018</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>IT00000002</td>\n",
       "      <td>Promote \"funding\" campaign</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>IT00000003</td>\n",
       "      <td>create web-site - information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>IT00000014</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>IT00000031</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>IT00000037</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>IT00000061</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>IT00000082</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>IT00000094</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>IT00000120</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>IT00000137</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IT00000146</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>IT00000156</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IT00000180</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IT00000004</td>\n",
       "      <td>create web-site - information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>IT00000015</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>IT00000032</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>IT00000038</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>IT00000062</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>IT00000083</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>IT00000095</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>IT00000121</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>IT00000138</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>IT00000147</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>IT00000157</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>IT00000162</td>\n",
       "      <td>State-run media seeds foreign influence enviro...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>IT00000181</td>\n",
       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>IT00000005</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>IT00000022</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>IT00000043</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>IT00000071</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>IT00000085</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>IT00000103</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>IT00000125</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>IT00000140</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>IT00000149</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>IT00000161</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>IT00000172</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>IT00000183</td>\n",
       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>IT00000006</td>\n",
       "      <td>legacy web content</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>IT00000007</td>\n",
       "      <td>hard to remove content and/or campaign/exploit...</td>\n",
       "      <td></td>\n",
       "      <td>I00002</td>\n",
       "      <td>T0058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>IT00000176</td>\n",
       "      <td>legacy web content</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>IT00000008</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>IT00000034</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>IT00000041</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>IT00000055</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>IT00000076</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>IT00000079</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>IT00000090</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>IT00000115</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>IT00000118</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>IT00000131</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>IT00000134</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>IT00000144</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>IT00000154</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>IT00000169</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>IT00000177</td>\n",
       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>IT00000009</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>IT00000035</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>IT00000042</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>IT00000056</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>IT00000077</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>IT00000080</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>IT00000091</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>IT00000119</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>IT00000132</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>IT00000135</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>IT00000145</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>IT00000155</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>IT00000170</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>IT00000178</td>\n",
       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>IT00000011</td>\n",
       "      <td>Fake FB groups + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>IT00000029</td>\n",
       "      <td>Fake twitter profiles to amplify</td>\n",
       "      <td>Twitter bots used to drive visbility</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>IT00000039</td>\n",
       "      <td>FB pages</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>IT00000045</td>\n",
       "      <td>FB pages/groups/profiles</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>IT00000058</td>\n",
       "      <td>Fake FB groups + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>IT00000078</td>\n",
       "      <td>Fake FB groups/pages/profiles + dark content</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>T0007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>IT00000092</td>\n",
       "      <td>Fake FB groups/pages/profiles</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>IT00000171</td>\n",
       "      <td>Fake FB groups/pages/profiles + dark content (...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>IT00000012</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>IT00000059</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>IT00000093</td>\n",
       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>IT00000164</td>\n",
       "      <td>Events coordinated and promoted across media p...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>IT00000166</td>\n",
       "      <td>Extend digital the physical space… gatherings ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>IT00000013</td>\n",
       "      <td>manipulate social media \"online polls\"?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>IT00000060</td>\n",
       "      <td>manipulate social media \"online polls\"?</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>IT00000016</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>IT00000033</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00007</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>IT00000044</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>IT00000063</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>IT00000084</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>IT00000104</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>IT00000126</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>IT00000139</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>IT00000148</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>IT00000158</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>IT00000182</td>\n",
       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>IT00000017</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>IT00000046</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>IT00000064</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>IT00000087</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>IT00000096</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>IT00000122</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>IT00000142</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>IT00000151</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>IT00000159</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>IT00000185</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>IT00000018</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>IT00000047</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>IT00000065</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>IT00000088</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>IT00000097</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>IT00000123</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>IT00000143</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>IT00000152</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>IT00000160</td>\n",
       "      <td>YouTube; Reddit</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>IT00000186</td>\n",
       "      <td>YouTube; Reddit;</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>IT00000019</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>IT00000067</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>IT00000099</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>IT00000020</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>IT00000068</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>IT00000100</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>IT00000021</td>\n",
       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
       "      <td></td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0036</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>IT00000069</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0036</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>IT00000101</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0036</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>IT00000023</td>\n",
       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
       "      <td>Meme that ISIS was responsible for a local che...</td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>IT00000072</td>\n",
       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>IT00000117</td>\n",
       "      <td>memes</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>T0021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>IT00000173</td>\n",
       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>IT00000024</td>\n",
       "      <td>Backstop personas</td>\n",
       "      <td>Wikipedia fake persona \"AmandaGray91\".</td>\n",
       "      <td>I00005</td>\n",
       "      <td>T0030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>IT00000074</td>\n",
       "      <td>Backstop personas</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>IT00000025</td>\n",
       "      <td>Use SMS/text messages</td>\n",
       "      <td>SMS messages sent to local residents</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0043</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>IT00000026</td>\n",
       "      <td>Fake video/images</td>\n",
       "      <td>Fake youtube video of ISIS claiming responsibi...</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>IT00000116</td>\n",
       "      <td>photoshopped/fake images</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>T0024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>IT00000027</td>\n",
       "      <td>Create and use hashtag</td>\n",
       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0015</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>IT00000028</td>\n",
       "      <td>Create and use hashtag</td>\n",
       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0055</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>IT00000030</td>\n",
       "      <td>bait journalists/media/politicians</td>\n",
       "      <td></td>\n",
       "      <td>I00006</td>\n",
       "      <td>T0039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>IT00000049</td>\n",
       "      <td>journalist/media baiting</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>IT00000053</td>\n",
       "      <td>journalist/media baiting</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>T0039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>IT00000036</td>\n",
       "      <td>Using \"expert\"</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>IT00000040</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00009</td>\n",
       "      <td>T0052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>IT00000086</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>IT00000141</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>IT00000150</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Mi...</td>\n",
       "      <td></td>\n",
       "      <td>I00050</td>\n",
       "      <td>T0052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>IT00000184</td>\n",
       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>IT00000048</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00010</td>\n",
       "      <td>T0020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>IT00000070</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>IT00000102</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>IT00000124</td>\n",
       "      <td>4Chan/8Chan - trial content</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>IT00000050</td>\n",
       "      <td>Forge ('release' altered hacked documents)</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>T0025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>IT00000051</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>T0025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>IT00000054</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>IT00000075</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00022</td>\n",
       "      <td>T0025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>IT00000153</td>\n",
       "      <td>hack/leak/manipulate/distort</td>\n",
       "      <td></td>\n",
       "      <td>I00051</td>\n",
       "      <td>T0025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>IT00000052</td>\n",
       "      <td>Circulate to media via DM, then release publicly</td>\n",
       "      <td></td>\n",
       "      <td>I00015</td>\n",
       "      <td>T0044</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>IT00000066</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>IT00000098</td>\n",
       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
       "      <td></td>\n",
       "      <td>I00032</td>\n",
       "      <td>T0033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>IT00000073</td>\n",
       "      <td>Click-bait (economic actors) fake news sites (...</td>\n",
       "      <td></td>\n",
       "      <td>I00017</td>\n",
       "      <td>T0016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>IT00000081</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>IT00000128</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>IT00000129</td>\n",
       "      <td>Russian FSB security service blamed Ukraine fo...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>IT00000136</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00049</td>\n",
       "      <td>T0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>IT00000167</td>\n",
       "      <td>China also plays victim, innocence, plays by r...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>IT00000168</td>\n",
       "      <td>Chinese ambassador Lu Shaye accused Canada of ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>IT00000179</td>\n",
       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
       "      <td></td>\n",
       "      <td>I00063</td>\n",
       "      <td>T0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>IT00000089</td>\n",
       "      <td>Demand insurmountable proof</td>\n",
       "      <td></td>\n",
       "      <td>I00029</td>\n",
       "      <td>T0040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>IT00000133</td>\n",
       "      <td>Demand insurmountable proof</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>IT00000105</td>\n",
       "      <td>2,000,000 people (est.) part of state run/spon...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0049</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>IT00000112</td>\n",
       "      <td>flood the Facebook pages of Taiwanese politici...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>T0049</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>IT00000113</td>\n",
       "      <td>Democratic Progressive Party (DPP), attracted ...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>T0049</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>IT00000106</td>\n",
       "      <td>fabricated social media comment</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0051</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>IT00000107</td>\n",
       "      <td>domestic social media influence operations foc...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>IT00000165</td>\n",
       "      <td>Extend digital the physical space… gatherings ...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>IT00000108</td>\n",
       "      <td>cow online opinion leaders into submission, mu...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0047</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>IT00000109</td>\n",
       "      <td>cow online opinion leaders into submission, mu...</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>IT00000110</td>\n",
       "      <td>facilitate state propaganda and defuse crises</td>\n",
       "      <td></td>\n",
       "      <td>I00033</td>\n",
       "      <td>T0002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>IT00000111</td>\n",
       "      <td>Netizens from one of the largest discussion fo...</td>\n",
       "      <td></td>\n",
       "      <td>I00034</td>\n",
       "      <td>T0002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>IT00000114</td>\n",
       "      <td>“hack” of Qatar’s official news agency</td>\n",
       "      <td></td>\n",
       "      <td>I00042</td>\n",
       "      <td>T0011</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>IT00000127</td>\n",
       "      <td>Promote fake “experts” with impressive (and sc...</td>\n",
       "      <td></td>\n",
       "      <td>I00044</td>\n",
       "      <td>T0009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>IT00000130</td>\n",
       "      <td>(Distort) Kremlin-controlled RT cited Russian ...</td>\n",
       "      <td></td>\n",
       "      <td>I00047</td>\n",
       "      <td>T0023</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>IT00000163</td>\n",
       "      <td>Distorted, saccharine “news” about the Chinese...</td>\n",
       "      <td></td>\n",
       "      <td>I00053</td>\n",
       "      <td>T0023</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>IT00000174</td>\n",
       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>IT00000175</td>\n",
       "      <td>Fake news/synthetic web-sites</td>\n",
       "      <td></td>\n",
       "      <td>I00056</td>\n",
       "      <td>T0008</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       amitt_id                                               name  \\\n",
       "0    IT00000001                                buy FB targeted ads   \n",
       "1    IT00000010                               Targeted FB paid ads   \n",
       "2    IT00000057                               Targeted FB paid ads   \n",
       "3    IT00000002                         Promote \"funding\" campaign   \n",
       "4    IT00000003            create web-site - information pollution   \n",
       "5    IT00000014        RT & Sputnik generate information pollution   \n",
       "6    IT00000031  RT & Sputnik generate information pollution (r...   \n",
       "7    IT00000037       RT & Sputnik generate information pollution    \n",
       "8    IT00000061        RT & Sputnik generate information pollution   \n",
       "9    IT00000082  RT & Sputnik generate information pollution (s...   \n",
       "10   IT00000094        RT & Sputnik generate information pollution   \n",
       "11   IT00000120        RT & Sputnik generate information pollution   \n",
       "12   IT00000137  RT & Sputnik generate information pollution (s...   \n",
       "13   IT00000146  RT & Sputnik generate information pollution (s...   \n",
       "14   IT00000156        RT & Sputnik generate information pollution   \n",
       "15   IT00000180  RT & Sputnik generate information pollution (s...   \n",
       "16   IT00000004            create web-site - information pollution   \n",
       "17   IT00000015        RT & Sputnik generate information pollution   \n",
       "18   IT00000032  RT & Sputnik generate information pollution (r...   \n",
       "19   IT00000038       RT & Sputnik generate information pollution    \n",
       "20   IT00000062        RT & Sputnik generate information pollution   \n",
       "21   IT00000083  RT & Sputnik generate information pollution (s...   \n",
       "22   IT00000095        RT & Sputnik generate information pollution   \n",
       "23   IT00000121        RT & Sputnik generate information pollution   \n",
       "24   IT00000138  RT & Sputnik generate information pollution (s...   \n",
       "25   IT00000147  RT & Sputnik generate information pollution (s...   \n",
       "26   IT00000157        RT & Sputnik generate information pollution   \n",
       "27   IT00000162  State-run media seeds foreign influence enviro...   \n",
       "28   IT00000181  RT & Sputnik generate information pollution (s...   \n",
       "29   IT00000005        SEO optimisation/manipulation (\"key words\")   \n",
       "30   IT00000022        SEO optimisation/manipulation (\"key words\")   \n",
       "31   IT00000043        SEO optimisation/manipulation (\"key words\")   \n",
       "32   IT00000071        SEO optimisation/manipulation (\"key words\")   \n",
       "33   IT00000085        SEO optimisation/manipulation (\"key words\")   \n",
       "34   IT00000103        SEO optimisation/manipulation (\"key words\")   \n",
       "35   IT00000125        SEO optimisation/manipulation (\"key words\")   \n",
       "36   IT00000140        SEO optimisation/manipulation (\"key words\")   \n",
       "37   IT00000149        SEO optimisation/manipulation (\"key words\")   \n",
       "38   IT00000161        SEO optimisation/manipulation (\"key words\")   \n",
       "39   IT00000172        SEO optimisation/manipulation (\"key words\")   \n",
       "40   IT00000183        SEO optimisation/manipulation (\"key words\")   \n",
       "41   IT00000006                                 legacy web content   \n",
       "42   IT00000007  hard to remove content and/or campaign/exploit...   \n",
       "43   IT00000176                                 legacy web content   \n",
       "44   IT00000008                  Twitter bots amplify & manipulate   \n",
       "45   IT00000034                  Twitter bots amplify & manipulate   \n",
       "46   IT00000041                  Twitter bots amplify & manipulate   \n",
       "47   IT00000055                  Twitter bots amplify & manipulate   \n",
       "48   IT00000076                  Twitter bots amplify & manipulate   \n",
       "49   IT00000079                  Twitter bots amplify & manipulate   \n",
       "50   IT00000090                  Twitter bots amplify & manipulate   \n",
       "51   IT00000115                  Twitter bots amplify & manipulate   \n",
       "52   IT00000118                  Twitter bots amplify & manipulate   \n",
       "53   IT00000131                  Twitter bots amplify & manipulate   \n",
       "54   IT00000134                  Twitter bots amplify & manipulate   \n",
       "55   IT00000144                  Twitter bots amplify & manipulate   \n",
       "56   IT00000154                  Twitter bots amplify & manipulate   \n",
       "57   IT00000169                  Twitter bots amplify & manipulate   \n",
       "58   IT00000177                  Twitter bots amplify & manipulate   \n",
       "59   IT00000009                Twitter trolls amplify & manipulate   \n",
       "60   IT00000035                Twitter trolls amplify & manipulate   \n",
       "61   IT00000042                Twitter trolls amplify & manipulate   \n",
       "62   IT00000056                Twitter trolls amplify & manipulate   \n",
       "63   IT00000077                Twitter trolls amplify & manipulate   \n",
       "64   IT00000080                Twitter trolls amplify & manipulate   \n",
       "65   IT00000091                Twitter trolls amplify & manipulate   \n",
       "66   IT00000119                Twitter trolls amplify & manipulate   \n",
       "67   IT00000132                Twitter trolls amplify & manipulate   \n",
       "68   IT00000135                Twitter trolls amplify & manipulate   \n",
       "69   IT00000145                Twitter trolls amplify & manipulate   \n",
       "70   IT00000155                Twitter trolls amplify & manipulate   \n",
       "71   IT00000170                Twitter trolls amplify & manipulate   \n",
       "72   IT00000178                Twitter trolls amplify & manipulate   \n",
       "73   IT00000011                      Fake FB groups + dark content   \n",
       "74   IT00000029                   Fake twitter profiles to amplify   \n",
       "75   IT00000039                                           FB pages   \n",
       "76   IT00000045                           FB pages/groups/profiles   \n",
       "77   IT00000058                      Fake FB groups + dark content   \n",
       "78   IT00000078       Fake FB groups/pages/profiles + dark content   \n",
       "79   IT00000092                     Fake FB groups/pages/profiles    \n",
       "80   IT00000171  Fake FB groups/pages/profiles + dark content (...   \n",
       "81   IT00000012  Digital to physical \"organize+promote\" rallies...   \n",
       "82   IT00000059  Digital to physical \"organize+promote\" rallies...   \n",
       "83   IT00000093  Digital to physical \"organize+promote\" rallies...   \n",
       "84   IT00000164  Events coordinated and promoted across media p...   \n",
       "85   IT00000166  Extend digital the physical space… gatherings ...   \n",
       "86   IT00000013           manipulate social media \"online polls\"?    \n",
       "87   IT00000060           manipulate social media \"online polls\"?    \n",
       "88   IT00000016       cultivate, manipulate, exploit useful idiots   \n",
       "89   IT00000033  cultivate, manipulate, exploit useful idiots (...   \n",
       "90   IT00000044  cultivate, manipulate, exploit useful idiots (...   \n",
       "91   IT00000063       cultivate, manipulate, exploit useful idiots   \n",
       "92   IT00000084       cultivate, manipulate, exploit useful idiots   \n",
       "93   IT00000104  cultivate, manipulate, exploit useful idiots (...   \n",
       "94   IT00000126  cultivate, manipulate, exploit useful idiots (...   \n",
       "95   IT00000139  cultivate, manipulate, exploit useful idiots (...   \n",
       "96   IT00000148  cultivate, manipulate, exploit useful idiots (...   \n",
       "97   IT00000158       cultivate, manipulate, exploit useful idiots   \n",
       "98   IT00000182      cultivate, manipulate, exploit useful idiots    \n",
       "99   IT00000017    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "100  IT00000046                                    YouTube; Reddit   \n",
       "101  IT00000064  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "102  IT00000087                                  YouTube; Reddit;    \n",
       "103  IT00000096  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "104  IT00000122                                    YouTube; Reddit   \n",
       "105  IT00000142                                  YouTube; Reddit;    \n",
       "106  IT00000151                                  YouTube; Reddit;    \n",
       "107  IT00000159                                    YouTube; Reddit   \n",
       "108  IT00000185                                  YouTube; Reddit;    \n",
       "109  IT00000018    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "110  IT00000047                                    YouTube; Reddit   \n",
       "111  IT00000065  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "112  IT00000088                                  YouTube; Reddit;    \n",
       "113  IT00000097  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "114  IT00000123                                    YouTube; Reddit   \n",
       "115  IT00000143                                  YouTube; Reddit;    \n",
       "116  IT00000152                                  YouTube; Reddit;    \n",
       "117  IT00000160                                    YouTube; Reddit   \n",
       "118  IT00000186                                  YouTube; Reddit;    \n",
       "119  IT00000019    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "120  IT00000067  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "121  IT00000099  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "122  IT00000020    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "123  IT00000068  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "124  IT00000100  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "125  IT00000021    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
       "126  IT00000069  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "127  IT00000101  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "128  IT00000023  Memes... anti-immigration; euroskepticism; fea...   \n",
       "129  IT00000072  Memes... anti-immigration; euroskepticism; fea...   \n",
       "130  IT00000117                                              memes   \n",
       "131  IT00000173  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
       "132  IT00000024                                  Backstop personas   \n",
       "133  IT00000074                                  Backstop personas   \n",
       "134  IT00000025                              Use SMS/text messages   \n",
       "135  IT00000026                                  Fake video/images   \n",
       "136  IT00000116                           photoshopped/fake images   \n",
       "137  IT00000027                             Create and use hashtag   \n",
       "138  IT00000028                             Create and use hashtag   \n",
       "139  IT00000030                 bait journalists/media/politicians   \n",
       "140  IT00000049                           journalist/media baiting   \n",
       "141  IT00000053                           journalist/media baiting   \n",
       "142  IT00000036                                     Using \"expert\"   \n",
       "143  IT00000040  News circulated/amplifed by tertiary sites (Ru...   \n",
       "144  IT00000086  News circulated/amplifed by tertiary sites (Ru...   \n",
       "145  IT00000141  News circulated/amplifed by tertiary sites (Ru...   \n",
       "146  IT00000150  News circulated/amplifed by tertiary sites (Mi...   \n",
       "147  IT00000184  News circulated/amplifed by tertiary sites (Ru...   \n",
       "148  IT00000048                        4Chan/8Chan - trial content   \n",
       "149  IT00000070                        4Chan/8Chan - trial content   \n",
       "150  IT00000102                        4Chan/8Chan - trial content   \n",
       "151  IT00000124                        4Chan/8Chan - trial content   \n",
       "152  IT00000050         Forge ('release' altered hacked documents)   \n",
       "153  IT00000051                       hack/leak/manipulate/distort   \n",
       "154  IT00000054                       hack/leak/manipulate/distort   \n",
       "155  IT00000075                       hack/leak/manipulate/distort   \n",
       "156  IT00000153                       hack/leak/manipulate/distort   \n",
       "157  IT00000052   Circulate to media via DM, then release publicly   \n",
       "158  IT00000066  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "159  IT00000098  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
       "160  IT00000073  Click-bait (economic actors) fake news sites (...   \n",
       "161  IT00000081  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "162  IT00000128  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "163  IT00000129  Russian FSB security service blamed Ukraine fo...   \n",
       "164  IT00000136  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "165  IT00000167  China also plays victim, innocence, plays by r...   \n",
       "166  IT00000168  Chinese ambassador Lu Shaye accused Canada of ...   \n",
       "167  IT00000179  4 D's (dismiss, distort, distract, dismay...Of...   \n",
       "168  IT00000089                        Demand insurmountable proof   \n",
       "169  IT00000133                        Demand insurmountable proof   \n",
       "170  IT00000105  2,000,000 people (est.) part of state run/spon...   \n",
       "171  IT00000112  flood the Facebook pages of Taiwanese politici...   \n",
       "172  IT00000113  Democratic Progressive Party (DPP), attracted ...   \n",
       "173  IT00000106                    fabricated social media comment   \n",
       "174  IT00000107  domestic social media influence operations foc...   \n",
       "175  IT00000165  Extend digital the physical space… gatherings ...   \n",
       "176  IT00000108  cow online opinion leaders into submission, mu...   \n",
       "177  IT00000109  cow online opinion leaders into submission, mu...   \n",
       "178  IT00000110      facilitate state propaganda and defuse crises   \n",
       "179  IT00000111  Netizens from one of the largest discussion fo...   \n",
       "180  IT00000114             “hack” of Qatar’s official news agency   \n",
       "181  IT00000127  Promote fake “experts” with impressive (and sc...   \n",
       "182  IT00000130  (Distort) Kremlin-controlled RT cited Russian ...   \n",
       "183  IT00000163  Distorted, saccharine “news” about the Chinese...   \n",
       "184  IT00000174  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
       "185  IT00000175                      Fake news/synthetic web-sites   \n",
       "\n",
       "                                               summary incident_id  \\\n",
       "0                                                           I00002   \n",
       "1                                                           I00005   \n",
       "2                                                           I00017   \n",
       "3                                                           I00002   \n",
       "4                                                           I00002   \n",
       "5                                                           I00005   \n",
       "6                                                           I00007   \n",
       "7                                                           I00009   \n",
       "8                                                           I00017   \n",
       "9                                                           I00029   \n",
       "10                                                          I00032   \n",
       "11                                                          I00044   \n",
       "12                                                          I00049   \n",
       "13                                                          I00050   \n",
       "14                                                          I00051   \n",
       "15                                                          I00063   \n",
       "16                                                          I00002   \n",
       "17                                                          I00005   \n",
       "18                                                          I00007   \n",
       "19                                                          I00009   \n",
       "20                                                          I00017   \n",
       "21                                                          I00029   \n",
       "22                                                          I00032   \n",
       "23                                                          I00044   \n",
       "24                                                          I00049   \n",
       "25                                                          I00050   \n",
       "26                                                          I00051   \n",
       "27                                                          I00053   \n",
       "28                                                          I00063   \n",
       "29                                                          I00002   \n",
       "30                                                          I00005   \n",
       "31                                                          I00010   \n",
       "32                                                          I00017   \n",
       "33                                                          I00029   \n",
       "34                                                          I00032   \n",
       "35                                                          I00044   \n",
       "36                                                          I00049   \n",
       "37                                                          I00050   \n",
       "38                                                          I00051   \n",
       "39                                                          I00056   \n",
       "40                                                          I00063   \n",
       "41                                                          I00002   \n",
       "42                                                          I00002   \n",
       "43                                                          I00056   \n",
       "44                                                          I00005   \n",
       "45                                                          I00007   \n",
       "46                                                          I00010   \n",
       "47                                                          I00017   \n",
       "48                                                          I00022   \n",
       "49                                                          I00029   \n",
       "50                                                          I00032   \n",
       "51                                                          I00042   \n",
       "52                                                          I00044   \n",
       "53                                                          I00047   \n",
       "54                                                          I00049   \n",
       "55                                                          I00050   \n",
       "56                                                          I00051   \n",
       "57                                                          I00056   \n",
       "58                                                          I00063   \n",
       "59                                                          I00005   \n",
       "60                                                          I00007   \n",
       "61                                                          I00010   \n",
       "62                                                          I00017   \n",
       "63                                                          I00022   \n",
       "64                                                          I00029   \n",
       "65                                                          I00032   \n",
       "66                                                          I00044   \n",
       "67                                                          I00047   \n",
       "68                                                          I00049   \n",
       "69                                                          I00050   \n",
       "70                                                          I00051   \n",
       "71                                                          I00056   \n",
       "72                                                          I00063   \n",
       "73                                                          I00005   \n",
       "74                Twitter bots used to drive visbility      I00006   \n",
       "75                                                          I00009   \n",
       "76                                                          I00010   \n",
       "77                                                          I00017   \n",
       "78                                                          I00022   \n",
       "79                                                          I00032   \n",
       "80                                                          I00056   \n",
       "81                                                          I00005   \n",
       "82                                                          I00017   \n",
       "83                                                          I00032   \n",
       "84                                                          I00053   \n",
       "85                                                          I00053   \n",
       "86                                                          I00005   \n",
       "87                                                          I00017   \n",
       "88                                                          I00005   \n",
       "89                                                          I00007   \n",
       "90                                                          I00010   \n",
       "91                                                          I00017   \n",
       "92                                                          I00029   \n",
       "93                                                          I00032   \n",
       "94                                                          I00044   \n",
       "95                                                          I00049   \n",
       "96                                                          I00050   \n",
       "97                                                          I00051   \n",
       "98                                                          I00063   \n",
       "99                                                          I00005   \n",
       "100                                                         I00010   \n",
       "101                                                         I00017   \n",
       "102                                                         I00029   \n",
       "103                                                         I00032   \n",
       "104                                                         I00044   \n",
       "105                                                         I00049   \n",
       "106                                                         I00050   \n",
       "107                                                         I00051   \n",
       "108                                                         I00063   \n",
       "109                                                         I00005   \n",
       "110                                                         I00010   \n",
       "111                                                         I00017   \n",
       "112                                                         I00029   \n",
       "113                                                         I00032   \n",
       "114                                                         I00044   \n",
       "115                                                         I00049   \n",
       "116                                                         I00050   \n",
       "117                                                         I00051   \n",
       "118                                                         I00063   \n",
       "119                                                         I00005   \n",
       "120                                                         I00017   \n",
       "121                                                         I00032   \n",
       "122                                                         I00005   \n",
       "123                                                         I00017   \n",
       "124                                                         I00032   \n",
       "125                                                         I00005   \n",
       "126                                                         I00017   \n",
       "127                                                         I00032   \n",
       "128  Meme that ISIS was responsible for a local che...      I00005   \n",
       "129                                                         I00017   \n",
       "130                                                         I00042   \n",
       "131                                                         I00056   \n",
       "132            Wikipedia fake persona \"AmandaGray91\".       I00005   \n",
       "133                                                         I00017   \n",
       "134               SMS messages sent to local residents      I00006   \n",
       "135  Fake youtube video of ISIS claiming responsibi...      I00006   \n",
       "136                                                         I00042   \n",
       "137          Main hashtag used was #ColumbianChemicals      I00006   \n",
       "138          Main hashtag used was #ColumbianChemicals      I00006   \n",
       "139                                                         I00006   \n",
       "140                                                         I00010   \n",
       "141                                                         I00015   \n",
       "142                                                         I00009   \n",
       "143                                                         I00009   \n",
       "144                                                         I00029   \n",
       "145                                                         I00049   \n",
       "146                                                         I00050   \n",
       "147                                                         I00063   \n",
       "148                                                         I00010   \n",
       "149                                                         I00017   \n",
       "150                                                         I00032   \n",
       "151                                                         I00044   \n",
       "152                                                         I00015   \n",
       "153                                                         I00015   \n",
       "154                                                         I00017   \n",
       "155                                                         I00022   \n",
       "156                                                         I00051   \n",
       "157                                                         I00015   \n",
       "158                                                         I00017   \n",
       "159                                                         I00032   \n",
       "160                                                         I00017   \n",
       "161                                                         I00029   \n",
       "162                                                         I00047   \n",
       "163                                                         I00047   \n",
       "164                                                         I00049   \n",
       "165                                                         I00053   \n",
       "166                                                         I00053   \n",
       "167                                                         I00063   \n",
       "168                                                         I00029   \n",
       "169                                                         I00047   \n",
       "170                                                         I00033   \n",
       "171                                                         I00034   \n",
       "172                                                         I00034   \n",
       "173                                                         I00033   \n",
       "174                                                         I00033   \n",
       "175                                                         I00053   \n",
       "176                                                         I00033   \n",
       "177                                                         I00033   \n",
       "178                                                         I00033   \n",
       "179                                                         I00034   \n",
       "180                                                         I00042   \n",
       "181                                                         I00044   \n",
       "182                                                         I00047   \n",
       "183                                                         I00053   \n",
       "184                                                         I00056   \n",
       "185                                                         I00056   \n",
       "\n",
       "    technique_id  \n",
       "0          T0018  \n",
       "1          T0018  \n",
       "2          T0018  \n",
       "3          T0017  \n",
       "4          T0019  \n",
       "5          T0019  \n",
       "6          T0019  \n",
       "7          T0019  \n",
       "8          T0019  \n",
       "9          T0019  \n",
       "10         T0019  \n",
       "11         T0019  \n",
       "12         T0019  \n",
       "13         T0019  \n",
       "14         T0019  \n",
       "15         T0019  \n",
       "16         T0056  \n",
       "17         T0056  \n",
       "18         T0056  \n",
       "19         T0056  \n",
       "20         T0056  \n",
       "21         T0056  \n",
       "22         T0056  \n",
       "23         T0056  \n",
       "24         T0056  \n",
       "25         T0056  \n",
       "26         T0056  \n",
       "27         T0056  \n",
       "28         T0056  \n",
       "29         T0046  \n",
       "30         T0046  \n",
       "31         T0046  \n",
       "32         T0046  \n",
       "33         T0046  \n",
       "34         T0046  \n",
       "35         T0046  \n",
       "36         T0046  \n",
       "37         T0046  \n",
       "38         T0046  \n",
       "39         T0046  \n",
       "40         T0046  \n",
       "41         T0058  \n",
       "42         T0058  \n",
       "43         T0058  \n",
       "44         T0054  \n",
       "45         T0054  \n",
       "46         T0054  \n",
       "47         T0054  \n",
       "48         T0054  \n",
       "49         T0054  \n",
       "50         T0054  \n",
       "51         T0054  \n",
       "52         T0054  \n",
       "53         T0054  \n",
       "54         T0054  \n",
       "55         T0054  \n",
       "56         T0054  \n",
       "57         T0054  \n",
       "58         T0054  \n",
       "59         T0053  \n",
       "60         T0053  \n",
       "61         T0053  \n",
       "62         T0053  \n",
       "63         T0053  \n",
       "64         T0053  \n",
       "65         T0053  \n",
       "66         T0053  \n",
       "67         T0053  \n",
       "68         T0053  \n",
       "69         T0053  \n",
       "70         T0053  \n",
       "71         T0053  \n",
       "72         T0053  \n",
       "73         T0007  \n",
       "74         T0007  \n",
       "75         T0007  \n",
       "76         T0007  \n",
       "77         T0007  \n",
       "78         T0007  \n",
       "79         T0007  \n",
       "80         T0007  \n",
       "81         T0057  \n",
       "82         T0057  \n",
       "83         T0057  \n",
       "84         T0057  \n",
       "85         T0057  \n",
       "86         T0029  \n",
       "87         T0029  \n",
       "88         T0010  \n",
       "89         T0010  \n",
       "90         T0010  \n",
       "91         T0010  \n",
       "92         T0010  \n",
       "93         T0010  \n",
       "94         T0010  \n",
       "95         T0010  \n",
       "96         T0010  \n",
       "97         T0010  \n",
       "98         T0010  \n",
       "99         T0031  \n",
       "100        T0031  \n",
       "101        T0031  \n",
       "102        T0031  \n",
       "103        T0031  \n",
       "104        T0031  \n",
       "105        T0031  \n",
       "106        T0031  \n",
       "107        T0031  \n",
       "108        T0031  \n",
       "109        T0032  \n",
       "110        T0032  \n",
       "111        T0032  \n",
       "112        T0032  \n",
       "113        T0032  \n",
       "114        T0032  \n",
       "115        T0032  \n",
       "116        T0032  \n",
       "117        T0032  \n",
       "118        T0032  \n",
       "119        T0034  \n",
       "120        T0034  \n",
       "121        T0034  \n",
       "122        T0035  \n",
       "123        T0035  \n",
       "124        T0035  \n",
       "125        T0036  \n",
       "126        T0036  \n",
       "127        T0036  \n",
       "128        T0021  \n",
       "129        T0021  \n",
       "130        T0021  \n",
       "131        T0021  \n",
       "132        T0030  \n",
       "133        T0030  \n",
       "134        T0043  \n",
       "135        T0024  \n",
       "136        T0024  \n",
       "137        T0015  \n",
       "138        T0055  \n",
       "139        T0039  \n",
       "140        T0039  \n",
       "141        T0039  \n",
       "142        T0045  \n",
       "143        T0052  \n",
       "144        T0052  \n",
       "145        T0052  \n",
       "146        T0052  \n",
       "147        T0052  \n",
       "148        T0020  \n",
       "149        T0020  \n",
       "150        T0020  \n",
       "151        T0020  \n",
       "152        T0025  \n",
       "153        T0025  \n",
       "154        T0025  \n",
       "155        T0025  \n",
       "156        T0025  \n",
       "157        T0044  \n",
       "158        T0033  \n",
       "159        T0033  \n",
       "160        T0016  \n",
       "161        T0001  \n",
       "162        T0001  \n",
       "163        T0001  \n",
       "164        T0001  \n",
       "165        T0001  \n",
       "166        T0001  \n",
       "167        T0001  \n",
       "168        T0040  \n",
       "169        T0040  \n",
       "170        T0049  \n",
       "171        T0049  \n",
       "172        T0049  \n",
       "173        T0051  \n",
       "174        T0050  \n",
       "175        T0050  \n",
       "176        T0047  \n",
       "177        T0048  \n",
       "178        T0002  \n",
       "179        T0002  \n",
       "180        T0011  \n",
       "181        T0009  \n",
       "182        T0023  \n",
       "183        T0023  \n",
       "184        T0022  \n",
       "185        T0008  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "it = vars(amitt)['it'][['amitt_id', 'name', 'summary', 'amitt_id_incident', 'amitt_id_technique']].copy()\n",
    "it.rename(columns={'amitt_id_incident':'incident_id', \n",
    "                  'amitt_id_technique': 'technique_id'}, inplace=True)\n",
    "it"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "incident    44\n",
       "campaign    16\n",
       "apt          2\n",
       "tactic       1\n",
       "Name: objecttype, dtype: int64"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dii = vars(amitt)['df_incidents']\n",
    "dii['objecttype'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "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>amitt_id</th>\n",
       "      <th>name</th>\n",
       "      <th>objecttype</th>\n",
       "      <th>summary</th>\n",
       "      <th>year_started</th>\n",
       "      <th>attributions_seen</th>\n",
       "      <th>found_in_country</th>\n",
       "      <th>urls</th>\n",
       "      <th>notes</th>\n",
       "      <th>when_added</th>\n",
       "      <th>found_via</th>\n",
       "      <th>longname</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>I00031</td>\n",
       "      <td>antivax</td>\n",
       "      <td>apt</td>\n",
       "      <td></td>\n",
       "      <td>2018</td>\n",
       "      <td>Russia</td>\n",
       "      <td>World</td>\n",
       "      <td>https://ajph.aphapublications.org/doi/pdf/10.2...</td>\n",
       "      <td></td>\n",
       "      <td>2019-02-24</td>\n",
       "      <td>OII</td>\n",
       "      <td>I00031 - antivax</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>I00033</td>\n",
       "      <td>China 50cent Army</td>\n",
       "      <td>apt</td>\n",
       "      <td>50cent Army is a CCP “tool” - “massive secret ...</td>\n",
       "      <td>2014</td>\n",
       "      <td>China</td>\n",
       "      <td>China</td>\n",
       "      <td>https://gking.harvard.edu/files/gking/files/ho...</td>\n",
       "      <td>campaign (multiple incidents, e.g. Shanshan ri...</td>\n",
       "      <td>2019-02-24</td>\n",
       "      <td>OII</td>\n",
       "      <td>I00033 - China 50cent Army</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   amitt_id               name objecttype  \\\n",
       "30   I00031            antivax        apt   \n",
       "32   I00033  China 50cent Army        apt   \n",
       "\n",
       "                                              summary  year_started  \\\n",
       "30                                                             2018   \n",
       "32  50cent Army is a CCP “tool” - “massive secret ...          2014   \n",
       "\n",
       "   attributions_seen found_in_country  \\\n",
       "30            Russia            World   \n",
       "32             China            China   \n",
       "\n",
       "                                                 urls  \\\n",
       "30  https://ajph.aphapublications.org/doi/pdf/10.2...   \n",
       "32  https://gking.harvard.edu/files/gking/files/ho...   \n",
       "\n",
       "                                                notes  when_added found_via  \\\n",
       "30                                                     2019-02-24       OII   \n",
       "32  campaign (multiple incidents, e.g. Shanshan ri...  2019-02-24       OII   \n",
       "\n",
       "                      longname  \n",
       "30            I00031 - antivax  \n",
       "32  I00033 - China 50cent Army  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dii[dii['objecttype'] == 'apt']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "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>amitt_id</th>\n",
       "      <th>name</th>\n",
       "      <th>tactic_id</th>\n",
       "      <th>summary</th>\n",
       "      <th>longname</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>T0001</td>\n",
       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
       "      <td>TA01</td>\n",
       "      <td>Nimmo's \"4Ds of propaganda\": dismiss, distort,...</td>\n",
       "      <td>T0001 - 5Ds (dismiss, distort, distract, disma...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>T0002</td>\n",
       "      <td>Facilitate State Propaganda</td>\n",
       "      <td>TA01</td>\n",
       "      <td>Organize citizens around pro-state messaging. ...</td>\n",
       "      <td>T0002 - Facilitate State Propaganda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>T0003</td>\n",
       "      <td>Leverage Existing Narratives</td>\n",
       "      <td>TA01</td>\n",
       "      <td>Use or adapt existing narrative themes, where ...</td>\n",
       "      <td>T0003 - Leverage Existing Narratives</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>T0004</td>\n",
       "      <td>Competing Narratives</td>\n",
       "      <td>TA01</td>\n",
       "      <td>Advance competing narratives connected to same...</td>\n",
       "      <td>T0004 - Competing Narratives</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>T0005</td>\n",
       "      <td>Center of Gravity Analysis</td>\n",
       "      <td>TA02</td>\n",
       "      <td>Recon/research to identify \"the source of powe...</td>\n",
       "      <td>T0005 - Center of Gravity Analysis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>T0006</td>\n",
       "      <td>Create Master Narratives</td>\n",
       "      <td>TA02</td>\n",
       "      <td>The promotion of beneficial master narratives ...</td>\n",
       "      <td>T0006 - Create Master Narratives</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>T0007</td>\n",
       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
       "      <td>TA03</td>\n",
       "      <td>Create key social engineering assets needed to...</td>\n",
       "      <td>T0007 - Create fake Social Media Profiles / Pa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>T0008</td>\n",
       "      <td>Create fake or imposter news sites</td>\n",
       "      <td>TA03</td>\n",
       "      <td>Modern computational propaganda makes use of a...</td>\n",
       "      <td>T0008 - Create fake or imposter news sites</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>T0009</td>\n",
       "      <td>Create fake experts</td>\n",
       "      <td>TA03</td>\n",
       "      <td>Stories planted or promoted in computational p...</td>\n",
       "      <td>T0009 - Create fake experts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>T0010</td>\n",
       "      <td>Cultivate ignorant agents</td>\n",
       "      <td>TA04</td>\n",
       "      <td>Cultivate propagandists for a cause, the goals...</td>\n",
       "      <td>T0010 - Cultivate ignorant agents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>T0011</td>\n",
       "      <td>Hijack legitimate account</td>\n",
       "      <td>TA04</td>\n",
       "      <td>Hack or take over legimate accounts to distrib...</td>\n",
       "      <td>T0011 - Hijack legitimate account</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>T0012</td>\n",
       "      <td>Use concealment</td>\n",
       "      <td>TA04</td>\n",
       "      <td>Use anonymous social media profiles. Examples ...</td>\n",
       "      <td>T0012 - Use concealment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>T0013</td>\n",
       "      <td>Create fake websites</td>\n",
       "      <td>TA04</td>\n",
       "      <td>Create media assets to support fake organizati...</td>\n",
       "      <td>T0013 - Create fake websites</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>T0014</td>\n",
       "      <td>Create funding campaigns</td>\n",
       "      <td>TA04</td>\n",
       "      <td>Generate revenue through online funding campai...</td>\n",
       "      <td>T0014 - Create funding campaigns</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>T0015</td>\n",
       "      <td>Create hashtag</td>\n",
       "      <td>TA04</td>\n",
       "      <td>Many incident-based campaigns will create a ha...</td>\n",
       "      <td>T0015 - Create hashtag</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>T0016</td>\n",
       "      <td>Clickbait</td>\n",
       "      <td>TA05</td>\n",
       "      <td>Create attention grabbing headlines (outrage, ...</td>\n",
       "      <td>T0016 - Clickbait</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>T0017</td>\n",
       "      <td>Promote online funding</td>\n",
       "      <td>TA05</td>\n",
       "      <td>Drive traffic/engagement to funding campaign s...</td>\n",
       "      <td>T0017 - Promote online funding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>T0018</td>\n",
       "      <td>Paid targeted ads</td>\n",
       "      <td>TA05</td>\n",
       "      <td>Create or fund advertisements targeted at spec...</td>\n",
       "      <td>T0018 - Paid targeted ads</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>T0019</td>\n",
       "      <td>Generate information pollution</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Flood social channels; drive traffic/engagemen...</td>\n",
       "      <td>T0019 - Generate information pollution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>T0020</td>\n",
       "      <td>Trial content</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Iteratively test incident performance (message...</td>\n",
       "      <td>T0020 - Trial content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>T0021</td>\n",
       "      <td>Memes</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Memes are one of the most important single art...</td>\n",
       "      <td>T0021 - Memes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>T0022</td>\n",
       "      <td>Conspiracy narratives</td>\n",
       "      <td>TA06</td>\n",
       "      <td>\"Conspiracy narratives appeal to the human des...</td>\n",
       "      <td>T0022 - Conspiracy narratives</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>T0023</td>\n",
       "      <td>Distort facts</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Change, twist, or exaggerate existing facts to...</td>\n",
       "      <td>T0023 - Distort facts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>T0024</td>\n",
       "      <td>Create fake videos and images</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Create fake videos and/or images by manipulati...</td>\n",
       "      <td>T0024 - Create fake videos and images</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>T0025</td>\n",
       "      <td>Leak altered documents</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Obtain documents (eg by theft or leak), then a...</td>\n",
       "      <td>T0025 - Leak altered documents</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>T0026</td>\n",
       "      <td>Create fake research</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Create fake academic research. Example: fake s...</td>\n",
       "      <td>T0026 - Create fake research</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>T0027</td>\n",
       "      <td>Adapt existing narratives</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Adapting existing narratives to current operat...</td>\n",
       "      <td>T0027 - Adapt existing narratives</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>T0028</td>\n",
       "      <td>Create competing narratives</td>\n",
       "      <td>TA06</td>\n",
       "      <td>Misinformation promotes an agenda by advancing...</td>\n",
       "      <td>T0028 - Create competing narratives</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>T0029</td>\n",
       "      <td>Manipulate online polls</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Create fake online polls, or manipulate existi...</td>\n",
       "      <td>T0029 - Manipulate online polls</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>T0030</td>\n",
       "      <td>Backstop personas</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Create other assets/dossier/cover/fake relatio...</td>\n",
       "      <td>T0030 - Backstop personas</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>T0031</td>\n",
       "      <td>YouTube</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Use YouTube as a narrative dissemination channel</td>\n",
       "      <td>T0031 - YouTube</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>T0032</td>\n",
       "      <td>Reddit</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Use Reddit as a narrative dissemination channel</td>\n",
       "      <td>T0032 - Reddit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>T0033</td>\n",
       "      <td>Instagram</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Use Instagram as a narrative dissemination cha...</td>\n",
       "      <td>T0033 - Instagram</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>T0034</td>\n",
       "      <td>LinkedIn</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Use LinkedIn as a narrative dissemination channel</td>\n",
       "      <td>T0034 - LinkedIn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>T0035</td>\n",
       "      <td>Pinterest</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Use Pinterest as a narrative dissemination cha...</td>\n",
       "      <td>T0035 - Pinterest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>T0036</td>\n",
       "      <td>WhatsApp</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Use WhatsApp as a narrative dissemination channel</td>\n",
       "      <td>T0036 - WhatsApp</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>T0037</td>\n",
       "      <td>Facebook</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Use Facebook as a narrative dissemination channel</td>\n",
       "      <td>T0037 - Facebook</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>T0038</td>\n",
       "      <td>Twitter</td>\n",
       "      <td>TA07</td>\n",
       "      <td>Use Twitter as a narrative dissemination channel</td>\n",
       "      <td>T0038 - Twitter</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>T0039</td>\n",
       "      <td>Bait legitimate influencers</td>\n",
       "      <td>TA08</td>\n",
       "      <td>Credibility in a social media environment is o...</td>\n",
       "      <td>T0039 - Bait legitimate influencers</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>T0040</td>\n",
       "      <td>Demand unsurmountable proof</td>\n",
       "      <td>TA08</td>\n",
       "      <td>Campaigns often leverage tactical and informat...</td>\n",
       "      <td>T0040 - Demand unsurmountable proof</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>T0041</td>\n",
       "      <td>Deny involvement</td>\n",
       "      <td>TA08</td>\n",
       "      <td>Without \"smoking gun\" proof (and even with pro...</td>\n",
       "      <td>T0041 - Deny involvement</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>T0042</td>\n",
       "      <td>Kernel of Truth</td>\n",
       "      <td>TA08</td>\n",
       "      <td>Wrap lies or altered context/facts around trut...</td>\n",
       "      <td>T0042 - Kernel of Truth</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>T0043</td>\n",
       "      <td>Use SMS/ WhatsApp/ Chat apps</td>\n",
       "      <td>TA08</td>\n",
       "      <td>Direct messaging via encypted app is an increa...</td>\n",
       "      <td>T0043 - Use SMS/ WhatsApp/ Chat apps</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>T0044</td>\n",
       "      <td>Seed distortions</td>\n",
       "      <td>TA08</td>\n",
       "      <td>Try a wide variety of messages in the early ho...</td>\n",
       "      <td>T0044 - Seed distortions</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>T0045</td>\n",
       "      <td>Use fake experts</td>\n",
       "      <td>TA08</td>\n",
       "      <td>Use the fake experts that were set up in T0009...</td>\n",
       "      <td>T0045 - Use fake experts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>T0046</td>\n",
       "      <td>Search Engine Optimization</td>\n",
       "      <td>TA08</td>\n",
       "      <td>Manipulate content engagement metrics (ie: Red...</td>\n",
       "      <td>T0046 - Search Engine Optimization</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>T0047</td>\n",
       "      <td>Muzzle social media as a political force</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Use political influence or the power of state ...</td>\n",
       "      <td>T0047 - Muzzle social media as a political force</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>T0048</td>\n",
       "      <td>Cow online opinion leaders</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Intimidate, coerce, threaten critics/dissident...</td>\n",
       "      <td>T0048 - Cow online opinion leaders</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>T0049</td>\n",
       "      <td>Flooding</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Flooding and/or mobbing social media channels ...</td>\n",
       "      <td>T0049 - Flooding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>T0050</td>\n",
       "      <td>Cheerleading domestic social media ops</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Deploy state-coordinated social media commente...</td>\n",
       "      <td>T0050 - Cheerleading domestic social media ops</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>T0051</td>\n",
       "      <td>Fabricate social media comment</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Use government-paid social media commenters, a...</td>\n",
       "      <td>T0051 - Fabricate social media comment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>T0052</td>\n",
       "      <td>Tertiary sites amplify news</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Create content/news/opinion web-sites to cross...</td>\n",
       "      <td>T0052 - Tertiary sites amplify news</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>T0053</td>\n",
       "      <td>Twitter trolls amplify and manipulate</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Use trolls to amplify narratives and/or manipu...</td>\n",
       "      <td>T0053 - Twitter trolls amplify and manipulate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>T0054</td>\n",
       "      <td>Twitter bots amplify</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Use bots to amplify narratives above algorithm...</td>\n",
       "      <td>T0054 - Twitter bots amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>T0055</td>\n",
       "      <td>Use hashtag</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Use a dedicated hashtag for the incident - eit...</td>\n",
       "      <td>T0055 - Use hashtag</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>T0056</td>\n",
       "      <td>Dedicated channels disseminate information pol...</td>\n",
       "      <td>TA09</td>\n",
       "      <td>Output information pollution (e.g. articles on...</td>\n",
       "      <td>T0056 - Dedicated channels disseminate informa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>T0057</td>\n",
       "      <td>Organise remote rallies and events</td>\n",
       "      <td>TA10</td>\n",
       "      <td>Coordinate and promote real-world events acros...</td>\n",
       "      <td>T0057 - Organise remote rallies and events</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>T0058</td>\n",
       "      <td>Legacy web content</td>\n",
       "      <td>TA11</td>\n",
       "      <td>Make incident content visible for a long time,...</td>\n",
       "      <td>T0058 - Legacy web content</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>T0059</td>\n",
       "      <td>Play the long game</td>\n",
       "      <td>TA11</td>\n",
       "      <td>Play the long game can mean a couple of things...</td>\n",
       "      <td>T0059 - Play the long game</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>T0060</td>\n",
       "      <td>Continue to amplify</td>\n",
       "      <td>TA11</td>\n",
       "      <td>continue narrative or message amplification af...</td>\n",
       "      <td>T0060 - Continue to amplify</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>T0061</td>\n",
       "      <td>Sell merchandising</td>\n",
       "      <td>TA10</td>\n",
       "      <td>Sell hats, t-shirts, flags and other branded c...</td>\n",
       "      <td>T0061 - Sell merchandising</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>T0062</td>\n",
       "      <td>Behaviour changes</td>\n",
       "      <td>TA12</td>\n",
       "      <td>Monitor and evaluate behaviour changes from mi...</td>\n",
       "      <td>T0062 - Behaviour changes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>T0063</td>\n",
       "      <td>Message reach</td>\n",
       "      <td>TA12</td>\n",
       "      <td>Monitor and evaluate message reach in misinfor...</td>\n",
       "      <td>T0063 - Message reach</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>T0064</td>\n",
       "      <td>Social media engagement</td>\n",
       "      <td>TA12</td>\n",
       "      <td>Monitor and evaluate social media engagement i...</td>\n",
       "      <td>T0064 - Social media engagement</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   amitt_id                                               name tactic_id  \\\n",
       "0     T0001   5Ds (dismiss, distort, distract, dismay, divide)      TA01   \n",
       "1     T0002                        Facilitate State Propaganda      TA01   \n",
       "2     T0003                       Leverage Existing Narratives      TA01   \n",
       "3     T0004                               Competing Narratives      TA01   \n",
       "4     T0005                         Center of Gravity Analysis      TA02   \n",
       "5     T0006                           Create Master Narratives      TA02   \n",
       "6     T0007  Create fake Social Media Profiles / Pages / Gr...      TA03   \n",
       "7     T0008                 Create fake or imposter news sites      TA03   \n",
       "8     T0009                                Create fake experts      TA03   \n",
       "9     T0010                          Cultivate ignorant agents      TA04   \n",
       "10    T0011                          Hijack legitimate account      TA04   \n",
       "11    T0012                                    Use concealment      TA04   \n",
       "12    T0013                               Create fake websites      TA04   \n",
       "13    T0014                           Create funding campaigns      TA04   \n",
       "14    T0015                                     Create hashtag      TA04   \n",
       "15    T0016                                          Clickbait      TA05   \n",
       "16    T0017                             Promote online funding      TA05   \n",
       "17    T0018                                  Paid targeted ads      TA05   \n",
       "18    T0019                     Generate information pollution      TA06   \n",
       "19    T0020                                      Trial content      TA06   \n",
       "20    T0021                                              Memes      TA06   \n",
       "21    T0022                              Conspiracy narratives      TA06   \n",
       "22    T0023                                      Distort facts      TA06   \n",
       "23    T0024                      Create fake videos and images      TA06   \n",
       "24    T0025                             Leak altered documents      TA06   \n",
       "25    T0026                               Create fake research      TA06   \n",
       "26    T0027                          Adapt existing narratives      TA06   \n",
       "27    T0028                        Create competing narratives      TA06   \n",
       "28    T0029                            Manipulate online polls      TA07   \n",
       "29    T0030                                  Backstop personas      TA07   \n",
       "30    T0031                                            YouTube      TA07   \n",
       "31    T0032                                             Reddit      TA07   \n",
       "32    T0033                                          Instagram      TA07   \n",
       "33    T0034                                           LinkedIn      TA07   \n",
       "34    T0035                                          Pinterest      TA07   \n",
       "35    T0036                                           WhatsApp      TA07   \n",
       "36    T0037                                           Facebook      TA07   \n",
       "37    T0038                                            Twitter      TA07   \n",
       "38    T0039                        Bait legitimate influencers      TA08   \n",
       "39    T0040                        Demand unsurmountable proof      TA08   \n",
       "40    T0041                                   Deny involvement      TA08   \n",
       "41    T0042                                    Kernel of Truth      TA08   \n",
       "42    T0043                       Use SMS/ WhatsApp/ Chat apps      TA08   \n",
       "43    T0044                                   Seed distortions      TA08   \n",
       "44    T0045                                   Use fake experts      TA08   \n",
       "45    T0046                         Search Engine Optimization      TA08   \n",
       "46    T0047           Muzzle social media as a political force      TA09   \n",
       "47    T0048                         Cow online opinion leaders      TA09   \n",
       "48    T0049                                           Flooding      TA09   \n",
       "49    T0050             Cheerleading domestic social media ops      TA09   \n",
       "50    T0051                     Fabricate social media comment      TA09   \n",
       "51    T0052                        Tertiary sites amplify news      TA09   \n",
       "52    T0053              Twitter trolls amplify and manipulate      TA09   \n",
       "53    T0054                               Twitter bots amplify      TA09   \n",
       "54    T0055                                        Use hashtag      TA09   \n",
       "55    T0056  Dedicated channels disseminate information pol...      TA09   \n",
       "56    T0057                 Organise remote rallies and events      TA10   \n",
       "57    T0058                                 Legacy web content      TA11   \n",
       "58    T0059                                 Play the long game      TA11   \n",
       "59    T0060                                Continue to amplify      TA11   \n",
       "60    T0061                                 Sell merchandising      TA10   \n",
       "61    T0062                                  Behaviour changes      TA12   \n",
       "62    T0063                                      Message reach      TA12   \n",
       "63    T0064                            Social media engagement      TA12   \n",
       "\n",
       "                                              summary  \\\n",
       "0   Nimmo's \"4Ds of propaganda\": dismiss, distort,...   \n",
       "1   Organize citizens around pro-state messaging. ...   \n",
       "2   Use or adapt existing narrative themes, where ...   \n",
       "3   Advance competing narratives connected to same...   \n",
       "4   Recon/research to identify \"the source of powe...   \n",
       "5   The promotion of beneficial master narratives ...   \n",
       "6   Create key social engineering assets needed to...   \n",
       "7   Modern computational propaganda makes use of a...   \n",
       "8   Stories planted or promoted in computational p...   \n",
       "9   Cultivate propagandists for a cause, the goals...   \n",
       "10  Hack or take over legimate accounts to distrib...   \n",
       "11  Use anonymous social media profiles. Examples ...   \n",
       "12  Create media assets to support fake organizati...   \n",
       "13  Generate revenue through online funding campai...   \n",
       "14  Many incident-based campaigns will create a ha...   \n",
       "15  Create attention grabbing headlines (outrage, ...   \n",
       "16  Drive traffic/engagement to funding campaign s...   \n",
       "17  Create or fund advertisements targeted at spec...   \n",
       "18  Flood social channels; drive traffic/engagemen...   \n",
       "19  Iteratively test incident performance (message...   \n",
       "20  Memes are one of the most important single art...   \n",
       "21  \"Conspiracy narratives appeal to the human des...   \n",
       "22  Change, twist, or exaggerate existing facts to...   \n",
       "23  Create fake videos and/or images by manipulati...   \n",
       "24  Obtain documents (eg by theft or leak), then a...   \n",
       "25  Create fake academic research. Example: fake s...   \n",
       "26  Adapting existing narratives to current operat...   \n",
       "27  Misinformation promotes an agenda by advancing...   \n",
       "28  Create fake online polls, or manipulate existi...   \n",
       "29  Create other assets/dossier/cover/fake relatio...   \n",
       "30   Use YouTube as a narrative dissemination channel   \n",
       "31    Use Reddit as a narrative dissemination channel   \n",
       "32  Use Instagram as a narrative dissemination cha...   \n",
       "33  Use LinkedIn as a narrative dissemination channel   \n",
       "34  Use Pinterest as a narrative dissemination cha...   \n",
       "35  Use WhatsApp as a narrative dissemination channel   \n",
       "36  Use Facebook as a narrative dissemination channel   \n",
       "37   Use Twitter as a narrative dissemination channel   \n",
       "38  Credibility in a social media environment is o...   \n",
       "39  Campaigns often leverage tactical and informat...   \n",
       "40  Without \"smoking gun\" proof (and even with pro...   \n",
       "41  Wrap lies or altered context/facts around trut...   \n",
       "42  Direct messaging via encypted app is an increa...   \n",
       "43  Try a wide variety of messages in the early ho...   \n",
       "44  Use the fake experts that were set up in T0009...   \n",
       "45  Manipulate content engagement metrics (ie: Red...   \n",
       "46  Use political influence or the power of state ...   \n",
       "47  Intimidate, coerce, threaten critics/dissident...   \n",
       "48  Flooding and/or mobbing social media channels ...   \n",
       "49  Deploy state-coordinated social media commente...   \n",
       "50  Use government-paid social media commenters, a...   \n",
       "51  Create content/news/opinion web-sites to cross...   \n",
       "52  Use trolls to amplify narratives and/or manipu...   \n",
       "53  Use bots to amplify narratives above algorithm...   \n",
       "54  Use a dedicated hashtag for the incident - eit...   \n",
       "55  Output information pollution (e.g. articles on...   \n",
       "56  Coordinate and promote real-world events acros...   \n",
       "57  Make incident content visible for a long time,...   \n",
       "58  Play the long game can mean a couple of things...   \n",
       "59  continue narrative or message amplification af...   \n",
       "60  Sell hats, t-shirts, flags and other branded c...   \n",
       "61  Monitor and evaluate behaviour changes from mi...   \n",
       "62  Monitor and evaluate message reach in misinfor...   \n",
       "63  Monitor and evaluate social media engagement i...   \n",
       "\n",
       "                                             longname  \n",
       "0   T0001 - 5Ds (dismiss, distort, distract, disma...  \n",
       "1                 T0002 - Facilitate State Propaganda  \n",
       "2                T0003 - Leverage Existing Narratives  \n",
       "3                        T0004 - Competing Narratives  \n",
       "4                  T0005 - Center of Gravity Analysis  \n",
       "5                    T0006 - Create Master Narratives  \n",
       "6   T0007 - Create fake Social Media Profiles / Pa...  \n",
       "7          T0008 - Create fake or imposter news sites  \n",
       "8                         T0009 - Create fake experts  \n",
       "9                   T0010 - Cultivate ignorant agents  \n",
       "10                  T0011 - Hijack legitimate account  \n",
       "11                            T0012 - Use concealment  \n",
       "12                       T0013 - Create fake websites  \n",
       "13                   T0014 - Create funding campaigns  \n",
       "14                             T0015 - Create hashtag  \n",
       "15                                  T0016 - Clickbait  \n",
       "16                     T0017 - Promote online funding  \n",
       "17                          T0018 - Paid targeted ads  \n",
       "18             T0019 - Generate information pollution  \n",
       "19                              T0020 - Trial content  \n",
       "20                                      T0021 - Memes  \n",
       "21                      T0022 - Conspiracy narratives  \n",
       "22                              T0023 - Distort facts  \n",
       "23              T0024 - Create fake videos and images  \n",
       "24                     T0025 - Leak altered documents  \n",
       "25                       T0026 - Create fake research  \n",
       "26                  T0027 - Adapt existing narratives  \n",
       "27                T0028 - Create competing narratives  \n",
       "28                    T0029 - Manipulate online polls  \n",
       "29                          T0030 - Backstop personas  \n",
       "30                                    T0031 - YouTube  \n",
       "31                                     T0032 - Reddit  \n",
       "32                                  T0033 - Instagram  \n",
       "33                                   T0034 - LinkedIn  \n",
       "34                                  T0035 - Pinterest  \n",
       "35                                   T0036 - WhatsApp  \n",
       "36                                   T0037 - Facebook  \n",
       "37                                    T0038 - Twitter  \n",
       "38                T0039 - Bait legitimate influencers  \n",
       "39                T0040 - Demand unsurmountable proof  \n",
       "40                           T0041 - Deny involvement  \n",
       "41                            T0042 - Kernel of Truth  \n",
       "42               T0043 - Use SMS/ WhatsApp/ Chat apps  \n",
       "43                           T0044 - Seed distortions  \n",
       "44                           T0045 - Use fake experts  \n",
       "45                 T0046 - Search Engine Optimization  \n",
       "46   T0047 - Muzzle social media as a political force  \n",
       "47                 T0048 - Cow online opinion leaders  \n",
       "48                                   T0049 - Flooding  \n",
       "49     T0050 - Cheerleading domestic social media ops  \n",
       "50             T0051 - Fabricate social media comment  \n",
       "51                T0052 - Tertiary sites amplify news  \n",
       "52      T0053 - Twitter trolls amplify and manipulate  \n",
       "53                       T0054 - Twitter bots amplify  \n",
       "54                                T0055 - Use hashtag  \n",
       "55  T0056 - Dedicated channels disseminate informa...  \n",
       "56         T0057 - Organise remote rallies and events  \n",
       "57                         T0058 - Legacy web content  \n",
       "58                         T0059 - Play the long game  \n",
       "59                        T0060 - Continue to amplify  \n",
       "60                         T0061 - Sell merchandising  \n",
       "61                          T0062 - Behaviour changes  \n",
       "62                              T0063 - Message reach  \n",
       "63                    T0064 - Social media engagement  "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dii = vars(amitt)['df_techniques']\n",
    "dii"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['TA01',\n",
       "  'TA02',\n",
       "  'TA03',\n",
       "  'TA04',\n",
       "  'TA05',\n",
       "  'TA06',\n",
       "  'TA07',\n",
       "  'TA08',\n",
       "  'TA09',\n",
       "  'TA10',\n",
       "  'TA11',\n",
       "  'TA12'],\n",
       " ['T0001',\n",
       "  'T0005',\n",
       "  'T0007',\n",
       "  'T0010',\n",
       "  'T0016',\n",
       "  'T0019',\n",
       "  'T0029',\n",
       "  'T0039',\n",
       "  'T0047',\n",
       "  'T0057',\n",
       "  'T0058',\n",
       "  'T0062'],\n",
       " ['T0002',\n",
       "  'T0006',\n",
       "  'T0008',\n",
       "  'T0011',\n",
       "  'T0017',\n",
       "  'T0020',\n",
       "  'T0030',\n",
       "  'T0040',\n",
       "  'T0048',\n",
       "  'T0061',\n",
       "  'T0059',\n",
       "  'T0063'],\n",
       " ['T0003',\n",
       "  '',\n",
       "  'T0009',\n",
       "  'T0012',\n",
       "  'T0018',\n",
       "  'T0021',\n",
       "  'T0031',\n",
       "  'T0041',\n",
       "  'T0049',\n",
       "  '',\n",
       "  'T0060',\n",
       "  'T0064'],\n",
       " ['T0004',\n",
       "  '',\n",
       "  '',\n",
       "  'T0013',\n",
       "  '',\n",
       "  'T0022',\n",
       "  'T0032',\n",
       "  'T0042',\n",
       "  'T0050',\n",
       "  '',\n",
       "  '',\n",
       "  ''],\n",
       " ['', '', '', 'T0014', '', 'T0023', 'T0033', 'T0043', 'T0051', '', '', ''],\n",
       " ['', '', '', 'T0015', '', 'T0024', 'T0034', 'T0044', 'T0052', '', '', ''],\n",
       " ['', '', '', '', '', 'T0025', 'T0035', 'T0045', 'T0053', '', '', ''],\n",
       " ['', '', '', '', '', 'T0026', 'T0036', 'T0046', 'T0054', '', '', ''],\n",
       " ['', '', '', '', '', 'T0027', 'T0037', '', 'T0055', '', '', ''],\n",
       " ['', '', '', '', '', 'T0028', 'T0038', '', 'T0056', '', '', '']]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Generate arrays used to create D3 grids\n",
    "dflists = dii.groupby('tactic_id')['amitt_id'].apply(list).reset_index()\n",
    "dfidgrid = pd.DataFrame(dflists['amitt_id'].to_list())\n",
    "dfgrid = pd.concat([dflists[['tactic_id']], dfidgrid], axis=1).fillna('')\n",
    "gridarray = [dfgrid[col].to_list() for col in dfgrid.columns]\n",
    "gridarray"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'IT00000001': 'buy FB targeted ads',\n",
       " 'IT00000010': 'Targeted FB paid ads',\n",
       " 'IT00000057': 'Targeted FB paid ads',\n",
       " 'IT00000002': 'Promote \"funding\" campaign',\n",
       " 'IT00000003': 'create web-site - information pollution',\n",
       " 'IT00000014': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000031': 'RT & Sputnik generate information pollution (report an unreported false story/event)',\n",
       " 'IT00000037': 'RT & Sputnik generate information pollution ',\n",
       " 'IT00000061': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000082': 'RT & Sputnik generate information pollution (synthetic media)',\n",
       " 'IT00000094': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000120': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000137': 'RT & Sputnik generate information pollution (synthetic media)',\n",
       " 'IT00000146': 'RT & Sputnik generate information pollution (synthetic media)',\n",
       " 'IT00000156': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000180': 'RT & Sputnik generate information pollution (synthetic media)',\n",
       " 'IT00000004': 'create web-site - information pollution',\n",
       " 'IT00000015': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000032': 'RT & Sputnik generate information pollution (report an unreported false story/event)',\n",
       " 'IT00000038': 'RT & Sputnik generate information pollution ',\n",
       " 'IT00000062': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000083': 'RT & Sputnik generate information pollution (synthetic media)',\n",
       " 'IT00000095': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000121': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000138': 'RT & Sputnik generate information pollution (synthetic media)',\n",
       " 'IT00000147': 'RT & Sputnik generate information pollution (synthetic media)',\n",
       " 'IT00000157': 'RT & Sputnik generate information pollution',\n",
       " 'IT00000162': 'State-run media seeds foreign influence environment',\n",
       " 'IT00000181': 'RT & Sputnik generate information pollution (synthetic media)',\n",
       " 'IT00000005': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000022': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000043': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000071': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000085': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000103': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000125': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000140': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000149': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000161': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000172': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000183': 'SEO optimisation/manipulation (\"key words\")',\n",
       " 'IT00000006': 'legacy web content',\n",
       " 'IT00000007': 'hard to remove content and/or campaign/exploit TOS',\n",
       " 'IT00000176': 'legacy web content',\n",
       " 'IT00000008': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000034': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000041': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000055': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000076': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000079': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000090': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000115': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000118': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000131': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000134': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000144': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000154': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000169': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000177': 'Twitter bots amplify & manipulate',\n",
       " 'IT00000009': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000035': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000042': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000056': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000077': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000080': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000091': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000119': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000132': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000135': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000145': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000155': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000170': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000178': 'Twitter trolls amplify & manipulate',\n",
       " 'IT00000011': 'Fake FB groups + dark content',\n",
       " 'IT00000029': 'Fake twitter profiles to amplify',\n",
       " 'IT00000039': 'FB pages',\n",
       " 'IT00000045': 'FB pages/groups/profiles',\n",
       " 'IT00000058': 'Fake FB groups + dark content',\n",
       " 'IT00000078': 'Fake FB groups/pages/profiles + dark content',\n",
       " 'IT00000092': 'Fake FB groups/pages/profiles ',\n",
       " 'IT00000171': 'Fake FB groups/pages/profiles + dark content (non-paid advertising)',\n",
       " 'IT00000012': 'Digital to physical \"organize+promote\" rallies & events?',\n",
       " 'IT00000059': 'Digital to physical \"organize+promote\" rallies & events',\n",
       " 'IT00000093': 'Digital to physical \"organize+promote\" rallies & events?',\n",
       " 'IT00000164': 'Events coordinated and promoted across media platforms',\n",
       " 'IT00000166': 'Extend digital the physical space… gatherings ie: support for Meng outside courthouse',\n",
       " 'IT00000013': 'manipulate social media \"online polls\"? ',\n",
       " 'IT00000060': 'manipulate social media \"online polls\"? ',\n",
       " 'IT00000016': 'cultivate, manipulate, exploit useful idiots',\n",
       " 'IT00000033': 'cultivate, manipulate, exploit useful idiots (in the case Paul Manafort)',\n",
       " 'IT00000044': 'cultivate, manipulate, exploit useful idiots (Alex Jones... drives conspiracy theories; false flags, crisis actors)',\n",
       " 'IT00000063': 'cultivate, manipulate, exploit useful idiots',\n",
       " 'IT00000084': 'cultivate, manipulate, exploit useful idiots',\n",
       " 'IT00000104': 'cultivate, manipulate, exploit useful idiots (Alex Jones... drives conspiracy theories)',\n",
       " 'IT00000126': 'cultivate, manipulate, exploit useful idiots (Alex Jones... drives conspiracy theories)',\n",
       " 'IT00000139': 'cultivate, manipulate, exploit useful idiots (Roger Waters; Venessa Beeley...)',\n",
       " 'IT00000148': 'cultivate, manipulate, exploit useful idiots (Roger Waters)',\n",
       " 'IT00000158': 'cultivate, manipulate, exploit useful idiots',\n",
       " 'IT00000182': 'cultivate, manipulate, exploit useful idiots ',\n",
       " 'IT00000017': 'YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?',\n",
       " 'IT00000046': 'YouTube; Reddit',\n",
       " 'IT00000064': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000087': 'YouTube; Reddit; ',\n",
       " 'IT00000096': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000122': 'YouTube; Reddit',\n",
       " 'IT00000142': 'YouTube; Reddit; ',\n",
       " 'IT00000151': 'YouTube; Reddit; ',\n",
       " 'IT00000159': 'YouTube; Reddit',\n",
       " 'IT00000185': 'YouTube; Reddit; ',\n",
       " 'IT00000018': 'YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?',\n",
       " 'IT00000047': 'YouTube; Reddit',\n",
       " 'IT00000065': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000088': 'YouTube; Reddit; ',\n",
       " 'IT00000097': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000123': 'YouTube; Reddit',\n",
       " 'IT00000143': 'YouTube; Reddit; ',\n",
       " 'IT00000152': 'YouTube; Reddit; ',\n",
       " 'IT00000160': 'YouTube; Reddit',\n",
       " 'IT00000186': 'YouTube; Reddit; ',\n",
       " 'IT00000019': 'YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?',\n",
       " 'IT00000067': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000099': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000020': 'YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?',\n",
       " 'IT00000068': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000100': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000021': 'YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?',\n",
       " 'IT00000069': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000101': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000023': 'Memes... anti-immigration; euroskepticism; fear, outrage, conspiracy narratives',\n",
       " 'IT00000072': 'Memes... anti-immigration; euroskepticism; fear, outrage, conspiracy narratives',\n",
       " 'IT00000117': 'memes',\n",
       " 'IT00000173': 'Memes... anti-Isreal/USA/West, conspiracy narratives',\n",
       " 'IT00000024': 'Backstop personas',\n",
       " 'IT00000074': 'Backstop personas',\n",
       " 'IT00000025': 'Use SMS/text messages',\n",
       " 'IT00000026': 'Fake video/images',\n",
       " 'IT00000116': 'photoshopped/fake images',\n",
       " 'IT00000027': 'Create and use hashtag',\n",
       " 'IT00000028': 'Create and use hashtag',\n",
       " 'IT00000030': 'bait journalists/media/politicians',\n",
       " 'IT00000049': 'journalist/media baiting',\n",
       " 'IT00000053': 'journalist/media baiting',\n",
       " 'IT00000036': 'Using \"expert\"',\n",
       " 'IT00000040': 'News circulated/amplifed by tertiary sites (Russia Insider, The Duran, Geopolitica.ru, Mint Press News, Oriental Review, globalresearch.ca)',\n",
       " 'IT00000086': 'News circulated/amplifed by tertiary sites (Russia Insider, The Duran, Geopolitica.ru, Mint Press News, Oriental Review, globalresearch.ca)',\n",
       " 'IT00000141': 'News circulated/amplifed by tertiary sites (Russia Insider, The Duran, Geopolitica.ru, Mint Press News, Oriental Review, globalresearch.ca)',\n",
       " 'IT00000150': 'News circulated/amplifed by tertiary sites (Mint Press News, globalresearch.ca)',\n",
       " 'IT00000184': 'News circulated/amplifed by tertiary sites (Russia Insider, The Duran, Geopolitica.ru, Mint Press News, Oriental Review, globalresearch.ca)',\n",
       " 'IT00000048': '4Chan/8Chan - trial content',\n",
       " 'IT00000070': '4Chan/8Chan - trial content',\n",
       " 'IT00000102': '4Chan/8Chan - trial content',\n",
       " 'IT00000124': '4Chan/8Chan - trial content',\n",
       " 'IT00000050': \"Forge ('release' altered hacked documents)\",\n",
       " 'IT00000051': 'hack/leak/manipulate/distort',\n",
       " 'IT00000054': 'hack/leak/manipulate/distort',\n",
       " 'IT00000075': 'hack/leak/manipulate/distort',\n",
       " 'IT00000153': 'hack/leak/manipulate/distort',\n",
       " 'IT00000052': 'Circulate to media via DM, then release publicly',\n",
       " 'IT00000066': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000098': 'YouTube; Reddit; (Instagram, LinkedIn; Pinterest; WhatsApp?)',\n",
       " 'IT00000073': 'Click-bait (economic actors) fake news sites (ie: Denver Guardian; Macedonian teens)',\n",
       " 'IT00000081': \"4 D's (dismiss, distort, distract, dismay...Official channels ie: Embassies & Defence Ministry; TASS\",\n",
       " 'IT00000128': \"4 D's (dismiss, distort, distract, dismay...Official channels ie: Embassies & Defence Ministry; TASS\",\n",
       " 'IT00000129': 'Russian FSB security service blamed Ukraine for sparking the clashes, saying their \"irrefutable\" evidence would \"soon be made public',\n",
       " 'IT00000136': \"4 D's (dismiss, distort, distract, dismay...Official channels ie: Embassies & Defence Ministry; TASS\",\n",
       " 'IT00000167': 'China also plays victim, innocence, plays by rules, misunderstood narrative',\n",
       " 'IT00000168': 'Chinese ambassador Lu Shaye accused Canada of applying a double standard, and has decried what he sees as “Western egotism and white supremacy” in the treatment of detained Huawei executive Meng Wanzhou.” ',\n",
       " 'IT00000179': \"4 D's (dismiss, distort, distract, dismay...Official channels ie: Putin himself; Embassies & Sports Ministry; TASS\",\n",
       " 'IT00000089': 'Demand insurmountable proof',\n",
       " 'IT00000133': 'Demand insurmountable proof',\n",
       " 'IT00000105': '2,000,000 people (est.) part of state run/sponsored astroturfing',\n",
       " 'IT00000112': 'flood the Facebook pages of Taiwanese politicians and news agencies with a pro-PRC message',\n",
       " 'IT00000113': 'Democratic Progressive Party (DPP), attracted nearly 40,000 Facebook comments in just eight hours.',\n",
       " 'IT00000106': 'fabricated social media comment',\n",
       " 'IT00000107': 'domestic social media influence operations focus primarily on “cheerleading” or presenting or furthering a positive narrative about the Chinese state',\n",
       " 'IT00000165': 'Extend digital the physical space… gatherings ie: support for Meng outside courthouse',\n",
       " 'IT00000108': 'cow online opinion leaders into submission, muzzling social media as a political force',\n",
       " 'IT00000109': 'cow online opinion leaders into submission, muzzling social media as a political force',\n",
       " 'IT00000110': 'facilitate state propaganda and defuse crises',\n",
       " 'IT00000111': 'Netizens from one of the largest discussion forums in China, known as Diba, coordinated to overcome China’s Great Firewall',\n",
       " 'IT00000114': '“hack” of Qatar’s official news agency',\n",
       " 'IT00000127': 'Promote fake “experts” with impressive (and scary) titles',\n",
       " 'IT00000130': '(Distort) Kremlin-controlled RT cited Russian Minister of Foreign Affairs Sergei Lavrov suggesting that Ukraine deliberately provoked Russia in hopes of gaining additional support from the United States and Europe.',\n",
       " 'IT00000163': 'Distorted, saccharine “news” about the Chinese State and Party',\n",
       " 'IT00000174': 'Memes... anti-Isreal/USA/West, conspiracy narratives',\n",
       " 'IT00000175': 'Fake news/synthetic web-sites'}"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "it.index = it.amitt_id\n",
    "it[['name']].transpose().to_dict('records')[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "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": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
