{
"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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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": {
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"</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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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": [
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" 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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 & 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",
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"\n",
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" 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",
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" 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"
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"language_info": {
"codemirror_mode": {
"name": "ipython",
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"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
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