From 42caa1351c3a37117fb5f8147f8e06c76f247323 Mon Sep 17 00:00:00 2001
From: Sara-Jayne Terp <sarajterp@gmail.com>
Date: Tue, 20 Jul 2021 21:36:34 +0100
Subject: [PATCH] normalised playbooks, cleaned up amitt id formats

---
 AMITT_MASTER_DATA/AMITT_DATA_MASTER.xlsx      |   Bin 439499 -> 465467 bytes
 .../AMITT_FRAMEWORKS_MASTER.xlsx              |   Bin 121970 -> 124289 bytes
 .../AMITT_create_website_sql-checkpoint.ipynb | 11189 +++++++++-------
 .../AMITT_create_website_sql.ipynb            |  7112 +++-------
 .../generate_amitt_ttps.cpython-38.pyc        |   Bin 24114 -> 24180 bytes
 HTML_GENERATING_CODE/generate_amitt_ttps.py   |     2 +
 6 files changed, 8050 insertions(+), 10253 deletions(-)

diff --git a/AMITT_MASTER_DATA/AMITT_DATA_MASTER.xlsx b/AMITT_MASTER_DATA/AMITT_DATA_MASTER.xlsx
index 11d3f6cef50db02604537387cdd45152e42c3c2f..8900f0cada488067df6f8e065bdaea4590ffb37d 100644
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diff --git a/AMITT_MASTER_DATA/AMITT_FRAMEWORKS_MASTER.xlsx b/AMITT_MASTER_DATA/AMITT_FRAMEWORKS_MASTER.xlsx
index b473b324be6c8c4a120cc8def3966f955857bc4d..68c6fd862afe199acd52bcab0d024e33a8d31c3c 100644
GIT binary patch
delta 114828
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diff --git a/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb b/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb
index a908448..21ce1db 100644
--- a/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb
+++ b/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb
@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -38,4022 +38,2257 @@
        "      <th>amitt_id</th>\n",
        "      <th>name</th>\n",
        "      <th>summary</th>\n",
-       "      <th>organization</th>\n",
-       "      <th>url</th>\n",
-       "      <th>category</th>\n",
-       "      <th>disinformation_use</th>\n",
-       "      <th>cogseccollab_use</th>\n",
-       "      <th>function</th>\n",
-       "      <th>code_url</th>\n",
-       "      <th>artifacts</th>\n",
-       "      <th>automation</th>\n",
-       "      <th>platform</th>\n",
-       "      <th>accessibility</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>TL00001</td>\n",
-       "      <td>Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td>Account Analysis</td>\n",
-       "      <td>https://accountanalysis.app/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Account Analysis is another great Twitter acco...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00002</td>\n",
-       "      <td>Ad Observer</td>\n",
-       "      <td></td>\n",
-       "      <td>New York University</td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/ad-o...</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>Collect and share ads</td>\n",
-       "      <td></td>\n",
-       "      <td>ads</td>\n",
-       "      <td>human</td>\n",
-       "      <td>browser extension</td>\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>TL00003</td>\n",
-       "      <td>Aletheia</td>\n",
-       "      <td></td>\n",
-       "      <td>Midstream Technology</td>\n",
-       "      <td>http://midstream.us</td>\n",
-       "      <td>Network analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>social network analysis; astroturf</td>\n",
-       "      <td></td>\n",
-       "      <td>accounts</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00004</td>\n",
-       "      <td>Alexa</td>\n",
-       "      <td></td>\n",
-       "      <td>Alexa</td>\n",
-       "      <td>https://www.alexa.com</td>\n",
-       "      <td>Web Traffic Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00005</td>\n",
-       "      <td>AnalyzeID</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://analyzeid.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>AnalyzeID find related websites through ad codes</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00006</td>\n",
-       "      <td>Archive.is</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://archive.is/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Archive.is often used for social media profile...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000014</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>TL00007</td>\n",
-       "      <td>Assembler</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://projectassembler.org/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000031</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
        "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>TL00008</td>\n",
-       "      <td>Backlink Watch</td>\n",
-       "      <td></td>\n",
-       "      <td>Backlink Watch</td>\n",
-       "      <td>http://www.backlinkwatch.com/</td>\n",
-       "      <td>Web Traffic Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Backlink checker</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000037</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>TL00009</td>\n",
-       "      <td>Blackbird Constellation Engine</td>\n",
+       "      <td>IT00000061</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
-       "      <td>Blackbird</td>\n",
-       "      <td>https://www.blackbird.ai/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>paid</td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>TL00010</td>\n",
-       "      <td>Bot Sentinel</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://botsentinel.com/</td>\n",
-       "      <td>Bot analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td>yes</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>accounts</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000082</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>TL00011</td>\n",
-       "      <td>Botometer</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Indiana</td>\n",
-       "      <td>https://botometer.iuni.iu.edu/#!/</td>\n",
-       "      <td>Bot analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>accounts</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000094</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>TL00012</td>\n",
-       "      <td>Botslayer</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Indiana</td>\n",
-       "      <td>https://osome.iuni.iu.edu/tools/botslayer/</td>\n",
-       "      <td>Bot analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>accounts</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000120</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>12</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>TL00013</td>\n",
-       "      <td>Builtwith</td>\n",
+       "      <td>IT00000137</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Builtwith.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td>yes</td>\n",
-       "      <td>website details, links to other websites</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Freemium</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>TL00014</td>\n",
-       "      <td>Buzzsumo</td>\n",
+       "      <td>IT00000146</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://buzzsumo.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>trends; social listening</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>paid</td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>14</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>TL00015</td>\n",
-       "      <td>Buzzweb</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://buzzweb.pro/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Buzzweb Instagram analysis tool</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000156</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>TL00016</td>\n",
-       "      <td>Carbon Date</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://carbondate.cs.odu.edu/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>A tool that tries to guess when a webpage firs...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000180</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>TL00017</td>\n",
-       "      <td>Check</td>\n",
+       "      <td>IT00000004</td>\n",
+       "      <td>create web-site - information pollution</td>\n",
        "      <td></td>\n",
-       "      <td>Meedan</td>\n",
-       "      <td>https://meedan.com/check</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://github.com/meedan/check</td>\n",
-       "      <td></td>\n",
-       "      <td>human</td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>TL00018</td>\n",
-       "      <td>Check browser add-on</td>\n",
-       "      <td>Browse the internet, and find a Tweet, YouTube...</td>\n",
-       "      <td>Meedan</td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/chec...</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>artifacts</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\n",
+       "      <td>IT00000015</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>18</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>TL00019</td>\n",
-       "      <td>Check My Ads</td>\n",
-       "      <td></td>\n",
-       "      <td>Check My Ads</td>\n",
-       "      <td>https://www.checkmyads.org/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000032</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
        "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>TL00020</td>\n",
-       "      <td>Claim Review</td>\n",
-       "      <td></td>\n",
-       "      <td>Schema.org</td>\n",
-       "      <td>https://schema.org/ClaimReview</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000038</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20</th>\n",
-       "      <td>TL00021</td>\n",
-       "      <td>ClaimBuster</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Texas at Arlington</td>\n",
-       "      <td>https://idir.uta.edu/claimbuster/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000062</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21</th>\n",
-       "      <td>TL00022</td>\n",
-       "      <td>Corporate registrars list</td>\n",
-       "      <td></td>\n",
-       "      <td>Kanton St.Gallen</td>\n",
-       "      <td>https://www.commercial-register.sg.ch/home/wor...</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>List of corporate registrars around the world</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000083</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22</th>\n",
-       "      <td>TL00023</td>\n",
-       "      <td>Corporation Wiki</td>\n",
-       "      <td></td>\n",
-       "      <td>Corporation Wiki</td>\n",
-       "      <td>https://www.corporationwiki.com/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000095</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>23</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23</th>\n",
-       "      <td>TL00024</td>\n",
-       "      <td>Counter propaganda and disinformation explorer...</td>\n",
-       "      <td></td>\n",
-       "      <td>IBM</td>\n",
-       "      <td>https://www.ibm.com/watson</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>summarisation?</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000121</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>24</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24</th>\n",
-       "      <td>TL00025</td>\n",
-       "      <td>Crowdtangle (chrome extension)</td>\n",
+       "      <td>IT00000138</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>https://apps.crowdtangle.com/chrome-extension</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td>yes</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>socialmedia</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\n",
-       "      <td>Free</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>25</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
-       "      <td>TL00026</td>\n",
-       "      <td>Crowdtangle (full)</td>\n",
+       "      <td>IT00000147</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>https://www.crowdtangle.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>socialmedia</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>request access</td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>26</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>TL00027</td>\n",
-       "      <td>Deep Duck Dive</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://deepdiveduck.com</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Paid tool to monitor changes to specific webpages</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000157</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>27</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
-       "      <td>TL00028</td>\n",
-       "      <td>Disinfo Busters</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://disinfobusters.eu</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00029</td>\n",
-       "      <td>Disinformation Diaries</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.allianceofdemocracies.org/initiati...</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>training</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000181</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>29</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>TL00030</td>\n",
-       "      <td>DNSlytics</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://dnslytics.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>DNSlytics is another great tool for connecting...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00031</td>\n",
-       "      <td>Domain Big Data</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://domainbigdata.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Domain Big Data free whois/domain name search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00032</td>\n",
-       "      <td>DomainTools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://whois.domaintools.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>DomainTools paid whois search and investigatio...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00033</td>\n",
-       "      <td>e-witness</td>\n",
-       "      <td>eWitness uses blockchain to establish provenan...</td>\n",
-       "      <td>CUNY</td>\n",
-       "      <td>https://ewitness.commons.gc.cuny.edu/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Potentially useful</td>\n",
-       "      <td></td>\n",
-       "      <td>image provenance</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00034</td>\n",
-       "      <td>Emergent</td>\n",
-       "      <td>Emergent is a real-time rumor tracker. It's pa...</td>\n",
-       "      <td>Columbia University: Tow Center</td>\n",
-       "      <td>http://www.emergent.info/about</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>rumor tracker</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00035</td>\n",
-       "      <td>Exodus</td>\n",
-       "      <td></td>\n",
-       "      <td>Exodus tool</td>\n",
-       "      <td>https://reports.exodus-privacy.eu.org/en/</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Exodus tool to evaluate a mobile app’s permiss...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00036</td>\n",
-       "      <td>Facebook political/issue ads database</td>\n",
-       "      <td></td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>https://www.facebook.com/ads/archive/?active_s...</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Facebook political/issue ads database</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00037</td>\n",
-       "      <td>Fakebook Experiment</td>\n",
-       "      <td></td>\n",
-       "      <td>Avaaz</td>\n",
-       "      <td>https://secure.avaaz.org/campaign/en/disinfo_v...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00038</td>\n",
-       "      <td>FakeSpot</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.fakespot.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Tool to analyze whether reviews on amazon/Yelp...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00039</td>\n",
-       "      <td>FBstalker</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://fbstalker.thao.pw/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Facebook profile investigator</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00040</td>\n",
-       "      <td>Feed Reflect (browser extension)</td>\n",
-       "      <td>Browser extension designed to promote awarenes...</td>\n",
-       "      <td></td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/feed...</td>\n",
-       "      <td></td>\n",
-       "      <td>Potentially useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00041</td>\n",
-       "      <td>FindClone</td>\n",
-       "      <td></td>\n",
-       "      <td>FindClone</td>\n",
-       "      <td>https://findclone.ru/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Reverse image/facial recognition</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00042</td>\n",
-       "      <td>FOCA</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.elevenpaths.com/labstools/foca/ind...</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>FOCA tool for analyzing metadata in documents ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00043</td>\n",
-       "      <td>Foller.me</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://foller.me/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Foller.me Analytics for Twitter</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00044</td>\n",
-       "      <td>Followerwonk</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://followerwonk.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Followerwonk Twitter tool for searching bios, ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00045</td>\n",
-       "      <td>Fortis AI</td>\n",
-       "      <td></td>\n",
-       "      <td>Alion</td>\n",
-       "      <td>https://www.alionscience.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Potentially useful</td>\n",
-       "      <td></td>\n",
-       "      <td>IO platform</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000008</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>45</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>45</th>\n",
-       "      <td>TL00046</td>\n",
-       "      <td>Foto Forensics</td>\n",
-       "      <td></td>\n",
-       "      <td>Hacker Factory</td>\n",
-       "      <td>http://fotoforensics.com</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>image forensics</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000034</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>46</th>\n",
-       "      <td>TL00047</td>\n",
-       "      <td>FotoForensics</td>\n",
-       "      <td></td>\n",
-       "      <td>FotoForensics</td>\n",
-       "      <td>http://fotoforensics.com/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000041</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>47</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>47</th>\n",
-       "      <td>TL00048</td>\n",
-       "      <td>Free Online OCR</td>\n",
-       "      <td></td>\n",
-       "      <td>NewOCR</td>\n",
-       "      <td>https://www.newocr.com/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Take an image and convert characters to text</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000055</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>48</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>48</th>\n",
-       "      <td>TL00049</td>\n",
-       "      <td>GenSynth</td>\n",
-       "      <td></td>\n",
-       "      <td>Darwin AI</td>\n",
-       "      <td>https://www.darwinai.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Potentially useful</td>\n",
-       "      <td></td>\n",
-       "      <td>explainable AI - relevant?</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000076</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>49</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>49</th>\n",
-       "      <td>TL00050</td>\n",
-       "      <td>Gephi</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://gephi.org/users/install/</td>\n",
-       "      <td>Network analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>network visualisation</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Install on PC</td>\n",
+       "      <td>IT00000079</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>50</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>50</th>\n",
-       "      <td>TL00051</td>\n",
-       "      <td>Get Bad News</td>\n",
-       "      <td></td>\n",
-       "      <td>DROG</td>\n",
-       "      <td>https://getbadnews.com/#intro</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>training</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000090</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>51</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>51</th>\n",
-       "      <td>TL00052</td>\n",
-       "      <td>Ghostery</td>\n",
-       "      <td></td>\n",
-       "      <td>Ghostery</td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/ghos...</td>\n",
-       "      <td>Browser Plugin</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000115</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>52</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>52</th>\n",
-       "      <td>TL00053</td>\n",
-       "      <td>Giant Language Model Test Room (GLTR)</td>\n",
-       "      <td>The aim of GLTR is to take the same models tha...</td>\n",
-       "      <td></td>\n",
-       "      <td>http://gltr.io</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>text forensics</td>\n",
-       "      <td></td>\n",
-       "      <td>text</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000118</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>53</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>53</th>\n",
-       "      <td>TL00054</td>\n",
-       "      <td>Google political ads database</td>\n",
-       "      <td></td>\n",
-       "      <td>Google</td>\n",
-       "      <td>http://transparencyreport.google.com/political...</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Google political ads database</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000131</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>54</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>54</th>\n",
-       "      <td>TL00055</td>\n",
-       "      <td>Google Trends</td>\n",
+       "      <td>IT00000134</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://trends.google.com/trends</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>trends</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>free</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>55</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>55</th>\n",
-       "      <td>TL00056</td>\n",
-       "      <td>Gramspy</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://gramspy.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Gramspy Instagram analysis tool</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000144</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>56</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>56</th>\n",
-       "      <td>TL00057</td>\n",
-       "      <td>Graph.tips</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://graph.tips/beta</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>Facebook Graph search interface</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000154</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>57</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>57</th>\n",
-       "      <td>TL00058</td>\n",
-       "      <td>Ground News</td>\n",
-       "      <td></td>\n",
-       "      <td>Ground News</td>\n",
-       "      <td>https://www.ground.news/about</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>bias tags on news articles</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\n",
+       "      <td>IT00000169</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>58</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>58</th>\n",
-       "      <td>TL00059</td>\n",
-       "      <td>Hoaxy</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Indiana</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000177</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>59</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>59</th>\n",
-       "      <td>TL00060</td>\n",
-       "      <td>Hooyu</td>\n",
-       "      <td></td>\n",
-       "      <td>Hooyu Business</td>\n",
-       "      <td>https://hooyubusiness.com</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Hooyu is a great paid tool for identifying con...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000009</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>60</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>60</th>\n",
-       "      <td>TL00061</td>\n",
-       "      <td>Hypothes.is</td>\n",
-       "      <td></td>\n",
-       "      <td>Hypothes.is</td>\n",
-       "      <td>https://web.hypothes.is/</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>webpage markup</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td>human</td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000035</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>61</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>61</th>\n",
-       "      <td>TL00062</td>\n",
-       "      <td>ICIJ Offshoreleaks Database</td>\n",
-       "      <td></td>\n",
-       "      <td>The International Consortium of Investigative ...</td>\n",
-       "      <td>https://offshoreleaks.icij.org/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000042</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>62</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>62</th>\n",
-       "      <td>TL00063</td>\n",
-       "      <td>Iffy Quotient</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Michigan</td>\n",
-       "      <td>https://csmr.umich.edu/platform-health-metrics/</td>\n",
-       "      <td>Ratings</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000056</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>63</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>63</th>\n",
-       "      <td>TL00064</td>\n",
-       "      <td>Influence apps</td>\n",
+       "      <td>IT00000077</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
-       "      <td>Influence</td>\n",
-       "      <td>https://startinfluence.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>paid</td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>64</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>64</th>\n",
-       "      <td>TL00065</td>\n",
-       "      <td>Internet Archive</td>\n",
-       "      <td></td>\n",
-       "      <td>Internet Archive</td>\n",
-       "      <td>https://archive.org/web/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Internet Archive/Wayback Machine</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000080</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>65</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>65</th>\n",
-       "      <td>TL00066</td>\n",
-       "      <td>Investigative Dashboard</td>\n",
-       "      <td></td>\n",
-       "      <td>Organized Crime and Corruption Reporting Proje...</td>\n",
-       "      <td>https://investigativedashboard.org/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000091</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>66</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>66</th>\n",
-       "      <td>TL00067</td>\n",
-       "      <td>InVid</td>\n",
-       "      <td></td>\n",
-       "      <td>InVid</td>\n",
-       "      <td>https://www.invid-project.eu/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>image and video verification</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000119</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>67</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>67</th>\n",
-       "      <td>TL00068</td>\n",
-       "      <td>Jeffrey Friedl's Image Metadata Viewer</td>\n",
-       "      <td></td>\n",
-       "      <td>EXIF Reader</td>\n",
-       "      <td>http://exif.regex.info/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000132</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>68</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>68</th>\n",
-       "      <td>TL00069</td>\n",
-       "      <td>Jod Bot</td>\n",
+       "      <td>IT00000135</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td>https://tattle.co.in/products/jod-bot</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Telegram archiver</td>\n",
-       "      <td>https://github.com/tattle-made/archive-telegra...</td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>69</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>69</th>\n",
-       "      <td>TL00070</td>\n",
-       "      <td>Keyhole</td>\n",
-       "      <td></td>\n",
-       "      <td>Keyhole</td>\n",
-       "      <td>https://keyhole.co/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>impact measurement</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000145</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>70</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>70</th>\n",
-       "      <td>TL00071</td>\n",
-       "      <td>KeyHole</td>\n",
-       "      <td></td>\n",
-       "      <td>KeyHole</td>\n",
-       "      <td>https://keyhole.co/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>impact measurement</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000155</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>71</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>71</th>\n",
-       "      <td>TL00072</td>\n",
-       "      <td>Kharon</td>\n",
-       "      <td></td>\n",
-       "      <td>Kharon</td>\n",
-       "      <td>https://www.kharon.com</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>data and analytics tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000170</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>72</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>72</th>\n",
-       "      <td>TL00073</td>\n",
-       "      <td>Khoj</td>\n",
+       "      <td>IT00000178</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td>https://github.com/tattle-made/archive-telegra...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>message verification</td>\n",
-       "      <td>https://github.com/tattle-made/archive-telegra...</td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>73</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>73</th>\n",
-       "      <td>TL00074</td>\n",
-       "      <td>Kosh</td>\n",
+       "      <td>IT00000011</td>\n",
+       "      <td>Fake FB groups + dark content</td>\n",
        "      <td></td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td>https://tattle.co.in/products/kosh/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>archive</td>\n",
-       "      <td>https://github.com/tattle-made/kosh</td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0007</td>\n",
        "      <td>74</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>74</th>\n",
-       "      <td>TL00075</td>\n",
-       "      <td>Little Sis database</td>\n",
-       "      <td></td>\n",
-       "      <td>Little Sis database</td>\n",
-       "      <td>https://littlesis.org/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Relationships between people, companies etc.</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00076</td>\n",
-       "      <td>Meltwater Explore</td>\n",
+       "      <td>IT00000039</td>\n",
+       "      <td>FB pages</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.meltwater.com/en/solutions/social-...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>trends; social listening</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>paid</td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0007</td>\n",
        "      <td>76</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>76</th>\n",
-       "      <td>TL00077</td>\n",
-       "      <td>MentionMapp</td>\n",
-       "      <td></td>\n",
-       "      <td>MentionMapp Analytics</td>\n",
-       "      <td>https://mentionmapp.com/</td>\n",
-       "      <td>Network analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>social network visualisation</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00078</td>\n",
-       "      <td>MIDAC</td>\n",
-       "      <td></td>\n",
-       "      <td>Mythos Labs</td>\n",
-       "      <td>http://www.mythoslabs.org/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>countering with humour</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00079</td>\n",
-       "      <td>Misp</td>\n",
+       "      <td>IT00000078</td>\n",
+       "      <td>Fake FB groups/pages/profiles + dark content</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.misp-project.org/</td>\n",
-       "      <td></td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0007</td>\n",
        "      <td>79</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>79</th>\n",
-       "      <td>TL00080</td>\n",
-       "      <td>Moat</td>\n",
-       "      <td></td>\n",
-       "      <td>Moat</td>\n",
-       "      <td>https://moat.com/</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Moat ad analytics tool</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00081</td>\n",
-       "      <td>Name2email</td>\n",
-       "      <td></td>\n",
-       "      <td>Name2email</td>\n",
-       "      <td>https://name2email.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Name2email browser extension that helps you fi...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00082</td>\n",
-       "      <td>NameChk</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://namechk.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Tool to see if a username is used across diffe...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00083</td>\n",
-       "      <td>NerdyData</td>\n",
-       "      <td></td>\n",
-       "      <td>NerdyData</td>\n",
-       "      <td>https://nerdydata.com/search</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>NerdyData source code search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00084</td>\n",
-       "      <td>NewsCheck</td>\n",
-       "      <td></td>\n",
-       "      <td>NewsCheck</td>\n",
-       "      <td>https://www.newscheck.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00085</td>\n",
-       "      <td>NewsGuard</td>\n",
-       "      <td></td>\n",
-       "      <td>NewsGuard</td>\n",
-       "      <td>https://www.newsguardtech.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>trust rating system for urls</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00086</td>\n",
-       "      <td>NewsWhip</td>\n",
-       "      <td></td>\n",
-       "      <td>NewsWhip</td>\n",
-       "      <td>https://www.newswhip.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>soclal media analytics</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00087</td>\n",
-       "      <td>Nobias</td>\n",
-       "      <td></td>\n",
-       "      <td>Nobias</td>\n",
-       "      <td>https://nobias.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00088</td>\n",
-       "      <td>NoBias</td>\n",
-       "      <td></td>\n",
-       "      <td>NoBias</td>\n",
-       "      <td>https://nobias.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00089</td>\n",
-       "      <td>Open Corporates</td>\n",
-       "      <td></td>\n",
-       "      <td>Open Corporates</td>\n",
-       "      <td>https://opencorporates.com/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00090</td>\n",
-       "      <td>Opensanctions</td>\n",
-       "      <td></td>\n",
-       "      <td>Opensanctions</td>\n",
-       "      <td>https://www.opensanctions.org/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Global database of persons and companies of po...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00091</td>\n",
-       "      <td>Orbis directory</td>\n",
-       "      <td></td>\n",
-       "      <td>Orbis</td>\n",
-       "      <td>https://orbisdirectory.bvdinfo.com/version-201...</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Paid corporate search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00092</td>\n",
-       "      <td>Our.News</td>\n",
-       "      <td></td>\n",
-       "      <td>Our.News</td>\n",
-       "      <td>https://our.news/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00093</td>\n",
-       "      <td>Pathmatics</td>\n",
-       "      <td></td>\n",
-       "      <td>Pathmatics</td>\n",
-       "      <td>https://www.pathmatics.com/</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Pathmatics display and Facebook ads tracking t...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00094</td>\n",
-       "      <td>PimEyes: Face Recognition Search Engine and Re...</td>\n",
-       "      <td></td>\n",
-       "      <td>PimEyes</td>\n",
-       "      <td>https://pimeyes.com/en</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Advanced face recognition search engine, a rev...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00095</td>\n",
-       "      <td>Pipl</td>\n",
-       "      <td></td>\n",
-       "      <td>Pipl</td>\n",
-       "      <td>https://pipl.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Pipl people Search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00096</td>\n",
-       "      <td>Policy Change Index</td>\n",
+       "      <td>IT00000139</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
        "      <td></td>\n",
-       "      <td>Policy Change Index</td>\n",
-       "      <td>https://policychangeindex.org/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>automated content analysis</td>\n",
-       "      <td>https://github.com/PSLmodels</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0010</td>\n",
        "      <td>96</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>96</th>\n",
-       "      <td>TL00097</td>\n",
-       "      <td>PR Aegis</td>\n",
-       "      <td></td>\n",
-       "      <td>Cosmetheus</td>\n",
-       "      <td>https://cosmetheus.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00098</td>\n",
-       "      <td>Predata Platform</td>\n",
-       "      <td></td>\n",
-       "      <td>Predata</td>\n",
-       "      <td>https://predata.com</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00099</td>\n",
-       "      <td>Publicwww</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://publicwww.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Publicwww, search to see how many websites hav...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00100</td>\n",
-       "      <td>Q</td>\n",
-       "      <td></td>\n",
-       "      <td>Sparks&amp;Honey</td>\n",
-       "      <td>https://www.sparksandhoney.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00101</td>\n",
-       "      <td>Reality Defender</td>\n",
+       "      <td>IT00000046</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
        "      <td></td>\n",
-       "      <td>AI Foundation</td>\n",
-       "      <td>https://rd2020.org/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>detect synthetic media</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>request access</td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0031</td>\n",
        "      <td>101</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>101</th>\n",
-       "      <td>TL00102</td>\n",
-       "      <td>Reaper</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://reaper.social/</td>\n",
-       "      <td></td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://github.com/ScriptSmith/reaper</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00103</td>\n",
-       "      <td>Recorded Future</td>\n",
-       "      <td></td>\n",
-       "      <td>Recorded Future</td>\n",
-       "      <td>https://www.recordedfuture.com</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00104</td>\n",
-       "      <td>Remove.bg</td>\n",
-       "      <td></td>\n",
-       "      <td>Remove</td>\n",
-       "      <td>https://www.remove.bg/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Free tool that helps remove background images ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00105</td>\n",
-       "      <td>Reverse image search</td>\n",
-       "      <td></td>\n",
-       "      <td>Karmadecay</td>\n",
-       "      <td>http://karmadecay.com/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Reverse image search tool for Reddit</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00106</td>\n",
-       "      <td>Reverse image search</td>\n",
-       "      <td></td>\n",
-       "      <td>Yandex</td>\n",
-       "      <td>https://yandex.com/images/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00107</td>\n",
-       "      <td>SearchUsers</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://searchusers.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>A tool to search for Instagram users by name o...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00108</td>\n",
-       "      <td>Sensity tool for detecting GAN generated faces</td>\n",
-       "      <td></td>\n",
-       "      <td>Sensity</td>\n",
-       "      <td>https://platform.sensity.ai/deepfake-detection</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00109</td>\n",
-       "      <td>Share The Facts</td>\n",
-       "      <td></td>\n",
-       "      <td>Duke Reporters Lab / Jigsaw</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00110</td>\n",
-       "      <td>SimilarWeb</td>\n",
-       "      <td></td>\n",
-       "      <td>SimilarWeb</td>\n",
-       "      <td>http://similarweb.com/</td>\n",
-       "      <td>Web Traffic Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00111</td>\n",
-       "      <td>Skopenow</td>\n",
-       "      <td></td>\n",
-       "      <td>Skopenow</td>\n",
-       "      <td>https://www.skopenow.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Skopenow (an excellent paid tool)</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00112</td>\n",
-       "      <td>Social Media Analysis Toolkit (SMAT)</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.smat-app.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>trends</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00113</td>\n",
-       "      <td>SocialBlade</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://socialblade.com</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>SocialBlade tool for analyzing YouTube, Twitte...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00114</td>\n",
-       "      <td>SocialReaper</td>\n",
-       "      <td>scrapes Facebook, Twitter, Reddit, Youtube, Pi...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://github.com/ScriptSmith/socialreaper</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00115</td>\n",
-       "      <td>Spokeo</td>\n",
-       "      <td></td>\n",
-       "      <td>Spokeo</td>\n",
-       "      <td>http://www.spokeo.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Spokeo people search (good for the US only)</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00116</td>\n",
-       "      <td>Spy On Web</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://www.spyonweb.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Spy On Web search for tracking Google Analytic...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00117</td>\n",
-       "      <td>Squint</td>\n",
-       "      <td></td>\n",
-       "      <td>MITRE</td>\n",
-       "      <td>https://www.mitre.org/publications/project-sto...</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension;mobile app</td>\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>TL00118</td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td></td>\n",
-       "      <td>Labor of Love</td>\n",
-       "      <td>https://play.google.com/store/apps/details?id=...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>WhatsApp message forwarding</td>\n",
-       "      <td></td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00119</td>\n",
-       "      <td>TGStat</td>\n",
-       "      <td></td>\n",
-       "      <td>Telegram Analytics</td>\n",
-       "      <td>http://tgstat.com</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>A tool for analyzing a Telegram account/channel</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00120</td>\n",
-       "      <td>Thats Them</td>\n",
-       "      <td></td>\n",
-       "      <td>Thats Them</td>\n",
-       "      <td>https://thatsthem.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Thats Them people search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00121</td>\n",
-       "      <td>The News Hero</td>\n",
-       "      <td></td>\n",
-       "      <td>NATO Stratcom</td>\n",
-       "      <td>https://www.thenewshero.org/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>training</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00122</td>\n",
-       "      <td>The propaganda game</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://propagandagame.org</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>training</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00123</td>\n",
-       "      <td>TIES</td>\n",
+       "      <td>IT00000020</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
        "      <td></td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>https://www.socialmediatoday.com/news/facebook...</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>closed</td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0035</td>\n",
        "      <td>123</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>123</th>\n",
-       "      <td>TL00124</td>\n",
-       "      <td>TinEye</td>\n",
-       "      <td></td>\n",
-       "      <td>TinEye</td>\n",
-       "      <td>https://tineye.com/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>reverse image search</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00125</td>\n",
-       "      <td>TinEye</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>tineye.com</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>search for images</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00126</td>\n",
-       "      <td>Tinfoleak</td>\n",
-       "      <td></td>\n",
-       "      <td>Tinfoleak</td>\n",
-       "      <td>https://tinfoleak.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Get useful overview related to a Twitter account</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00127</td>\n",
-       "      <td>Trendolizer</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://get.trendolizer.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>trending stories</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00128</td>\n",
-       "      <td>Trive</td>\n",
-       "      <td></td>\n",
-       "      <td>Trive</td>\n",
-       "      <td>https://trive.news/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>\"human swarming\"</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00129</td>\n",
-       "      <td>Truepic</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.truepic.com</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>image verification</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00130</td>\n",
-       "      <td>Truly Media</td>\n",
-       "      <td></td>\n",
-       "      <td>Athens Technology Centre (ATC)</td>\n",
-       "      <td>https://www.truly.media/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>crowdsourced verification</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00131</td>\n",
-       "      <td>Trusted Times</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://trustedtimes.org</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>news article analysis</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00132</td>\n",
-       "      <td>Trustium</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/trus...</td>\n",
-       "      <td>Ratings</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>site rating for advertisers</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00133</td>\n",
-       "      <td>TruthNest</td>\n",
-       "      <td></td>\n",
-       "      <td>Athens Technology Centre (ATC)</td>\n",
-       "      <td>https://www.truthnest.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>twitter analytics</td>\n",
-       "      <td></td>\n",
-       "      <td>socialmedia</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00134</td>\n",
-       "      <td>TweetBeaver</td>\n",
-       "      <td></td>\n",
-       "      <td>TweetBeaver</td>\n",
-       "      <td>https://tweetbeaver.com/index.php</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>TweetBeaver account tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00135</td>\n",
-       "      <td>Twiangulate</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://twiangulate.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Twiangulate.com for mapping connections betwee...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00136</td>\n",
-       "      <td>Twitonomy</td>\n",
-       "      <td></td>\n",
-       "      <td>Twitonomy</td>\n",
-       "      <td>https://www.twitonomy.com/go-premium.php</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Analyzing a twitter account, hashtags, etc.</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00137</td>\n",
-       "      <td>Twitter advanced search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://twitter.com/search-advanced</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Twitter advanced search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00138</td>\n",
-       "      <td>Twitter Trails</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://twittertrails.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>twitter tracking</td>\n",
-       "      <td></td>\n",
-       "      <td>socialmedia</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00139</td>\n",
-       "      <td>Twren</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://twren.ch/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Tool that lists the accounts that retweeted a ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00140</td>\n",
-       "      <td>URLScan</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://urlscan.io/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>URLScan is a free tool that gives an overview ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00141</td>\n",
-       "      <td>Viewcached.com</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://viewcached.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Viewcached.com tool for retrieving cached page...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00142</td>\n",
-       "      <td>ViewDNS</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://viewdns.info/reverseip/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>ViewDNS is another useful tool for analyzing d...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00143</td>\n",
-       "      <td>Vortimo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00144</td>\n",
-       "      <td>WayBack Machine</td>\n",
-       "      <td></td>\n",
-       "      <td>WayBack Machine</td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/wayb...</td>\n",
-       "      <td>Browser Plugin</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00145</td>\n",
-       "      <td>Webmii</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://webmii.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Webmii social media profile search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00146</td>\n",
-       "      <td>WhatsApp archiver</td>\n",
+       "      <td>IT00000141</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
        "      <td></td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td>https://tattle.co.in/products/whatsapp-archiver</td>\n",
-       "      <td></td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>WhatsApp archiver</td>\n",
-       "      <td>https://github.com/tattle-made/whatsapp-scrape...</td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0052</td>\n",
        "      <td>146</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>146</th>\n",
-       "      <td>TL00147</td>\n",
-       "      <td>WhatsMyName</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://whatsmyname.app/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>An even more comprehensive tool for searching ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00148</td>\n",
-       "      <td>Who Targets Me</td>\n",
+       "      <td>IT00000184</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://whotargets.me/en/about-who-targets-me/</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>political ad scraper</td>\n",
-       "      <td>https://github.com/WhoTargetsMe/</td>\n",
-       "      <td>ads</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0052</td>\n",
        "      <td>148</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>148</th>\n",
-       "      <td>TL00149</td>\n",
-       "      <td>Whoisology</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://whoisology.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Whoisology whois-domain search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00150</td>\n",
-       "      <td>WhoPostedWhat</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://whopostedwhat.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>Search for dates and date ranges on Facebook</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00151</td>\n",
-       "      <td>Wolf Totem</td>\n",
-       "      <td></td>\n",
-       "      <td>Omelas</td>\n",
-       "      <td>https://www.omelas.io/wolf-totem-product</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>dashboard</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00152</td>\n",
-       "      <td>Yonder</td>\n",
-       "      <td></td>\n",
-       "      <td>Yonder</td>\n",
-       "      <td>https://www.yonder-ai.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00153</td>\n",
-       "      <td>YouTube Data Viewer</td>\n",
-       "      <td></td>\n",
-       "      <td>Citizen Evidence Lab (Amnesty International)</td>\n",
-       "      <td>https://citizenevidence.org/2014/07/01/youtube...</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Extract hidden data from videos hosted on YouT...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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    TL00001                                   Account Analysis   \n",
-       "1    TL00002                                        Ad Observer   \n",
-       "2    TL00003                                           Aletheia   \n",
-       "3    TL00004                                              Alexa   \n",
-       "4    TL00005                                          AnalyzeID   \n",
-       "5    TL00006                                         Archive.is   \n",
-       "6    TL00007                                          Assembler   \n",
-       "7    TL00008                                     Backlink Watch   \n",
-       "8    TL00009                     Blackbird Constellation Engine   \n",
-       "9    TL00010                                       Bot Sentinel   \n",
-       "10   TL00011                                          Botometer   \n",
-       "11   TL00012                                          Botslayer   \n",
-       "12   TL00013                                          Builtwith   \n",
-       "13   TL00014                                           Buzzsumo   \n",
-       "14   TL00015                                            Buzzweb   \n",
-       "15   TL00016                                        Carbon Date   \n",
-       "16   TL00017                                              Check   \n",
-       "17   TL00018                               Check browser add-on   \n",
-       "18   TL00019                                       Check My Ads   \n",
-       "19   TL00020                                       Claim Review   \n",
-       "20   TL00021                                        ClaimBuster   \n",
-       "21   TL00022                          Corporate registrars list   \n",
-       "22   TL00023                                   Corporation Wiki   \n",
-       "23   TL00024  Counter propaganda and disinformation explorer...   \n",
-       "24   TL00025                     Crowdtangle (chrome extension)   \n",
-       "25   TL00026                                 Crowdtangle (full)   \n",
-       "26   TL00027                                     Deep Duck Dive   \n",
-       "27   TL00028                                    Disinfo Busters   \n",
-       "28   TL00029                             Disinformation Diaries   \n",
-       "29   TL00030                                          DNSlytics   \n",
-       "30   TL00031                                    Domain Big Data   \n",
-       "31   TL00032                                        DomainTools   \n",
-       "32   TL00033                                          e-witness   \n",
-       "33   TL00034                                           Emergent   \n",
-       "34   TL00035                                             Exodus   \n",
-       "35   TL00036              Facebook political/issue ads database   \n",
-       "36   TL00037                                Fakebook Experiment   \n",
-       "37   TL00038                                           FakeSpot   \n",
-       "38   TL00039                                          FBstalker   \n",
-       "39   TL00040                   Feed Reflect (browser extension)   \n",
-       "40   TL00041                                          FindClone   \n",
-       "41   TL00042                                               FOCA   \n",
-       "42   TL00043                                         Foller.me    \n",
-       "43   TL00044                                      Followerwonk    \n",
-       "44   TL00045                                          Fortis AI   \n",
-       "45   TL00046                                     Foto Forensics   \n",
-       "46   TL00047                                      FotoForensics   \n",
-       "47   TL00048                                    Free Online OCR   \n",
-       "48   TL00049                                           GenSynth   \n",
-       "49   TL00050                                              Gephi   \n",
-       "50   TL00051                                       Get Bad News   \n",
-       "51   TL00052                                           Ghostery   \n",
-       "52   TL00053              Giant Language Model Test Room (GLTR)   \n",
-       "53   TL00054                      Google political ads database   \n",
-       "54   TL00055                                      Google Trends   \n",
-       "55   TL00056                                            Gramspy   \n",
-       "56   TL00057                                         Graph.tips   \n",
-       "57   TL00058                                        Ground News   \n",
-       "58   TL00059                                              Hoaxy   \n",
-       "59   TL00060                                              Hooyu   \n",
-       "60   TL00061                                        Hypothes.is   \n",
-       "61   TL00062                        ICIJ Offshoreleaks Database   \n",
-       "62   TL00063                                      Iffy Quotient   \n",
-       "63   TL00064                                     Influence apps   \n",
-       "64   TL00065                                   Internet Archive   \n",
-       "65   TL00066                            Investigative Dashboard   \n",
-       "66   TL00067                                              InVid   \n",
-       "67   TL00068             Jeffrey Friedl's Image Metadata Viewer   \n",
-       "68   TL00069                                            Jod Bot   \n",
-       "69   TL00070                                            Keyhole   \n",
-       "70   TL00071                                            KeyHole   \n",
-       "71   TL00072                                             Kharon   \n",
-       "72   TL00073                                               Khoj   \n",
-       "73   TL00074                                               Kosh   \n",
-       "74   TL00075                                Little Sis database   \n",
-       "75   TL00076                                  Meltwater Explore   \n",
-       "76   TL00077                                        MentionMapp   \n",
-       "77   TL00078                                              MIDAC   \n",
-       "78   TL00079                                               Misp   \n",
-       "79   TL00080                                               Moat   \n",
-       "80   TL00081                                         Name2email   \n",
-       "81   TL00082                                            NameChk   \n",
-       "82   TL00083                                          NerdyData   \n",
-       "83   TL00084                                          NewsCheck   \n",
-       "84   TL00085                                          NewsGuard   \n",
-       "85   TL00086                                           NewsWhip   \n",
-       "86   TL00087                                             Nobias   \n",
-       "87   TL00088                                             NoBias   \n",
-       "88   TL00089                                    Open Corporates   \n",
-       "89   TL00090                                      Opensanctions   \n",
-       "90   TL00091                                    Orbis directory   \n",
-       "91   TL00092                                           Our.News   \n",
-       "92   TL00093                                         Pathmatics   \n",
-       "93   TL00094  PimEyes: Face Recognition Search Engine and Re...   \n",
-       "94   TL00095                                               Pipl   \n",
-       "95   TL00096                                Policy Change Index   \n",
-       "96   TL00097                                           PR Aegis   \n",
-       "97   TL00098                                   Predata Platform   \n",
-       "98   TL00099                                          Publicwww   \n",
-       "99   TL00100                                                  Q   \n",
-       "100  TL00101                                   Reality Defender   \n",
-       "101  TL00102                                             Reaper   \n",
-       "102  TL00103                                    Recorded Future   \n",
-       "103  TL00104                                          Remove.bg   \n",
-       "104  TL00105                               Reverse image search   \n",
-       "105  TL00106                               Reverse image search   \n",
-       "106  TL00107                                        SearchUsers   \n",
-       "107  TL00108     Sensity tool for detecting GAN generated faces   \n",
-       "108  TL00109                                    Share The Facts   \n",
-       "109  TL00110                                         SimilarWeb   \n",
-       "110  TL00111                                           Skopenow   \n",
-       "111  TL00112               Social Media Analysis Toolkit (SMAT)   \n",
-       "112  TL00113                                        SocialBlade   \n",
-       "113  TL00114                                       SocialReaper   \n",
-       "114  TL00115                                             Spokeo   \n",
-       "115  TL00116                                         Spy On Web   \n",
-       "116  TL00117                                             Squint   \n",
-       "117  TL00118                                             Tattle   \n",
-       "118  TL00119                                             TGStat   \n",
-       "119  TL00120                                         Thats Them   \n",
-       "120  TL00121                                      The News Hero   \n",
-       "121  TL00122                                The propaganda game   \n",
-       "122  TL00123                                               TIES   \n",
-       "123  TL00124                                             TinEye   \n",
-       "124  TL00125                                             TinEye   \n",
-       "125  TL00126                                          Tinfoleak   \n",
-       "126  TL00127                                        Trendolizer   \n",
-       "127  TL00128                                              Trive   \n",
-       "128  TL00129                                            Truepic   \n",
-       "129  TL00130                                        Truly Media   \n",
-       "130  TL00131                                      Trusted Times   \n",
-       "131  TL00132                                           Trustium   \n",
-       "132  TL00133                                          TruthNest   \n",
-       "133  TL00134                                        TweetBeaver   \n",
-       "134  TL00135                                        Twiangulate   \n",
-       "135  TL00136                                          Twitonomy   \n",
-       "136  TL00137                            Twitter advanced search   \n",
-       "137  TL00138                                     Twitter Trails   \n",
-       "138  TL00139                                              Twren   \n",
-       "139  TL00140                                            URLScan   \n",
-       "140  TL00141                                     Viewcached.com   \n",
-       "141  TL00142                                            ViewDNS   \n",
-       "142  TL00143                                            Vortimo   \n",
-       "143  TL00144                                    WayBack Machine   \n",
-       "144  TL00145                                             Webmii   \n",
-       "145  TL00146                                  WhatsApp archiver   \n",
-       "146  TL00147                                        WhatsMyName   \n",
-       "147  TL00148                                     Who Targets Me   \n",
-       "148  TL00149                                         Whoisology   \n",
-       "149  TL00150                                      WhoPostedWhat   \n",
-       "150  TL00151                                         Wolf Totem   \n",
-       "151  TL00152                                             Yonder   \n",
-       "152  TL00153                                YouTube Data Viewer   \n",
+       "       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  \\\n",
-       "0                                                        \n",
-       "1                                                        \n",
-       "2                                                        \n",
-       "3                                                        \n",
-       "4                                                        \n",
-       "5                                                        \n",
-       "6                                                        \n",
-       "7                                                        \n",
-       "8                                                        \n",
-       "9                                                        \n",
-       "10                                                       \n",
-       "11                                                       \n",
-       "12                                                       \n",
-       "13                                                       \n",
-       "14                                                       \n",
-       "15                                                       \n",
-       "16                                                       \n",
-       "17   Browse the internet, and find a Tweet, YouTube...   \n",
-       "18                                                       \n",
-       "19                                                       \n",
-       "20                                                       \n",
-       "21                                                       \n",
-       "22                                                       \n",
-       "23                                                       \n",
-       "24                                                       \n",
-       "25                                                       \n",
-       "26                                                       \n",
-       "27                                                       \n",
-       "28                                                       \n",
-       "29                                                       \n",
-       "30                                                       \n",
-       "31                                                       \n",
-       "32   eWitness uses blockchain to establish provenan...   \n",
-       "33   Emergent is a real-time rumor tracker. It's pa...   \n",
-       "34                                                       \n",
-       "35                                                       \n",
-       "36                                                       \n",
-       "37                                                       \n",
-       "38                                                       \n",
-       "39   Browser extension designed to promote awarenes...   \n",
-       "40                                                       \n",
-       "41                                                       \n",
-       "42                                                       \n",
-       "43                                                       \n",
-       "44                                                       \n",
-       "45                                                       \n",
-       "46                                                       \n",
-       "47                                                       \n",
-       "48                                                       \n",
-       "49                                                       \n",
-       "50                                                       \n",
-       "51                                                       \n",
-       "52   The aim of GLTR is to take the same models tha...   \n",
-       "53                                                       \n",
-       "54                                                       \n",
-       "55                                                       \n",
-       "56                                                       \n",
-       "57                                                       \n",
-       "58                                                       \n",
-       "59                                                       \n",
-       "60                                                       \n",
-       "61                                                       \n",
-       "62                                                       \n",
-       "63                                                       \n",
-       "64                                                       \n",
-       "65                                                       \n",
-       "66                                                       \n",
-       "67                                                       \n",
-       "68                                                       \n",
-       "69                                                       \n",
-       "70                                                       \n",
-       "71                                                       \n",
-       "72                                                       \n",
-       "73                                                       \n",
-       "74                                                       \n",
-       "75                                                       \n",
-       "76                                                       \n",
-       "77                                                       \n",
-       "78                                                       \n",
-       "79                                                       \n",
-       "80                                                       \n",
-       "81                                                       \n",
-       "82                                                       \n",
-       "83                                                       \n",
-       "84                                                       \n",
-       "85                                                       \n",
-       "86                                                       \n",
-       "87                                                       \n",
-       "88                                                       \n",
-       "89                                                       \n",
-       "90                                                       \n",
-       "91                                                       \n",
-       "92                                                       \n",
-       "93                                                       \n",
-       "94                                                       \n",
-       "95                                                       \n",
-       "96                                                       \n",
-       "97                                                       \n",
-       "98                                                       \n",
-       "99                                                       \n",
-       "100                                                      \n",
-       "101                                                      \n",
-       "102                                                      \n",
-       "103                                                      \n",
-       "104                                                      \n",
-       "105                                                      \n",
-       "106                                                      \n",
-       "107                                                      \n",
-       "108                                                      \n",
-       "109                                                      \n",
-       "110                                                      \n",
-       "111                                                      \n",
-       "112                                                      \n",
-       "113  scrapes Facebook, Twitter, Reddit, Youtube, Pi...   \n",
-       "114                                                      \n",
-       "115                                                      \n",
-       "116                                                      \n",
-       "117                                                      \n",
-       "118                                                      \n",
-       "119                                                      \n",
-       "120                                                      \n",
-       "121                                                      \n",
-       "122                                                      \n",
-       "123                                                      \n",
-       "124                                                      \n",
-       "125                                                      \n",
-       "126                                                      \n",
-       "127                                                      \n",
-       "128                                                      \n",
-       "129                                                      \n",
-       "130                                                      \n",
-       "131                                                      \n",
-       "132                                                      \n",
-       "133                                                      \n",
-       "134                                                      \n",
-       "135                                                      \n",
-       "136                                                      \n",
-       "137                                                      \n",
-       "138                                                      \n",
-       "139                                                      \n",
-       "140                                                      \n",
-       "141                                                      \n",
-       "142                                                      \n",
-       "143                                                      \n",
-       "144                                                      \n",
-       "145                                                      \n",
-       "146                                                      \n",
-       "147                                                      \n",
-       "148                                                      \n",
-       "149                                                      \n",
-       "150                                                      \n",
-       "151                                                      \n",
-       "152                                                      \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",
-       "                                          organization  \\\n",
-       "0                                     Account Analysis   \n",
-       "1                                  New York University   \n",
-       "2                                 Midstream Technology   \n",
-       "3                                                Alexa   \n",
-       "4                                                        \n",
-       "5                                                        \n",
-       "6                                                        \n",
-       "7                                       Backlink Watch   \n",
-       "8                                            Blackbird   \n",
-       "9                                                        \n",
-       "10                               University of Indiana   \n",
-       "11                               University of Indiana   \n",
-       "12                                                       \n",
-       "13                                                       \n",
-       "14                                                       \n",
-       "15                                                       \n",
-       "16                                              Meedan   \n",
-       "17                                              Meedan   \n",
-       "18                                        Check My Ads   \n",
-       "19                                          Schema.org   \n",
-       "20                    University of Texas at Arlington   \n",
-       "21                                    Kanton St.Gallen   \n",
-       "22                                    Corporation Wiki   \n",
-       "23                                                 IBM   \n",
-       "24                                            Facebook   \n",
-       "25                                            Facebook   \n",
-       "26                                                       \n",
-       "27                                                       \n",
-       "28                                                       \n",
-       "29                                                       \n",
-       "30                                                       \n",
-       "31                                                       \n",
-       "32                                                CUNY   \n",
-       "33                     Columbia University: Tow Center   \n",
-       "34                                         Exodus tool   \n",
-       "35                                            Facebook   \n",
-       "36                                               Avaaz   \n",
-       "37                                                       \n",
-       "38                                                       \n",
-       "39                                                       \n",
-       "40                                           FindClone   \n",
-       "41                                                       \n",
-       "42                                                       \n",
-       "43                                                       \n",
-       "44                                               Alion   \n",
-       "45                                      Hacker Factory   \n",
-       "46                                       FotoForensics   \n",
-       "47                                              NewOCR   \n",
-       "48                                           Darwin AI   \n",
-       "49                                                       \n",
-       "50                                                DROG   \n",
-       "51                                            Ghostery   \n",
-       "52                                                       \n",
-       "53                                              Google   \n",
-       "54                                                       \n",
-       "55                                                       \n",
-       "56                                                       \n",
-       "57                                         Ground News   \n",
-       "58                               University of Indiana   \n",
-       "59                                      Hooyu Business   \n",
-       "60                                         Hypothes.is   \n",
-       "61   The International Consortium of Investigative ...   \n",
-       "62                              University of Michigan   \n",
-       "63                                           Influence   \n",
-       "64                                    Internet Archive   \n",
-       "65   Organized Crime and Corruption Reporting Proje...   \n",
-       "66                                               InVid   \n",
-       "67                                         EXIF Reader   \n",
-       "68                                              Tattle   \n",
-       "69                                             Keyhole   \n",
-       "70                                             KeyHole   \n",
-       "71                                              Kharon   \n",
-       "72                                              Tattle   \n",
-       "73                                              Tattle   \n",
-       "74                                 Little Sis database   \n",
-       "75                                                       \n",
-       "76                               MentionMapp Analytics   \n",
-       "77                                         Mythos Labs   \n",
-       "78                                                       \n",
-       "79                                                Moat   \n",
-       "80                                          Name2email   \n",
-       "81                                                       \n",
-       "82                                           NerdyData   \n",
-       "83                                           NewsCheck   \n",
-       "84                                           NewsGuard   \n",
-       "85                                            NewsWhip   \n",
-       "86                                              Nobias   \n",
-       "87                                              NoBias   \n",
-       "88                                     Open Corporates   \n",
-       "89                                       Opensanctions   \n",
-       "90                                               Orbis   \n",
-       "91                                            Our.News   \n",
-       "92                                          Pathmatics   \n",
-       "93                                             PimEyes   \n",
-       "94                                                Pipl   \n",
-       "95                                 Policy Change Index   \n",
-       "96                                          Cosmetheus   \n",
-       "97                                             Predata   \n",
-       "98                                                       \n",
-       "99                                        Sparks&Honey   \n",
-       "100                                      AI Foundation   \n",
-       "101                                                      \n",
-       "102                                    Recorded Future   \n",
-       "103                                             Remove   \n",
-       "104                                         Karmadecay   \n",
-       "105                                             Yandex   \n",
-       "106                                                      \n",
-       "107                                            Sensity   \n",
-       "108                        Duke Reporters Lab / Jigsaw   \n",
-       "109                                         SimilarWeb   \n",
-       "110                                           Skopenow   \n",
-       "111                                                      \n",
-       "112                                                      \n",
-       "113                                                      \n",
-       "114                                             Spokeo   \n",
-       "115                                                      \n",
-       "116                                              MITRE   \n",
-       "117                                      Labor of Love   \n",
-       "118                                 Telegram Analytics   \n",
-       "119                                         Thats Them   \n",
-       "120                                      NATO Stratcom   \n",
-       "121                                                      \n",
-       "122                                           Facebook   \n",
-       "123                                             TinEye   \n",
-       "124                                                      \n",
-       "125                                          Tinfoleak   \n",
-       "126                                                      \n",
-       "127                                              Trive   \n",
-       "128                                                      \n",
-       "129                     Athens Technology Centre (ATC)   \n",
-       "130                                                      \n",
-       "131                                                      \n",
-       "132                     Athens Technology Centre (ATC)   \n",
-       "133                                        TweetBeaver   \n",
-       "134                                                      \n",
-       "135                                          Twitonomy   \n",
-       "136                                                      \n",
-       "137                                                      \n",
-       "138                                                      \n",
-       "139                                                      \n",
-       "140                                                      \n",
-       "141                                                      \n",
-       "142                                                      \n",
-       "143                                    WayBack Machine   \n",
-       "144                                                      \n",
-       "145                                             Tattle   \n",
-       "146                                                      \n",
-       "147                                                      \n",
-       "148                                                      \n",
-       "149                                                      \n",
-       "150                                             Omelas   \n",
-       "151                                             Yonder   \n",
-       "152       Citizen Evidence Lab (Amnesty International)   \n",
-       "\n",
-       "                                                   url  \\\n",
-       "0                         https://accountanalysis.app/   \n",
-       "1    https://chrome.google.com/webstore/detail/ad-o...   \n",
-       "2                                  http://midstream.us   \n",
-       "3                                https://www.alexa.com   \n",
-       "4                                http://analyzeid.com/   \n",
-       "5                                   http://archive.is/   \n",
-       "6                        https://projectassembler.org/   \n",
-       "7                        http://www.backlinkwatch.com/   \n",
-       "8                            https://www.blackbird.ai/   \n",
-       "9                             https://botsentinel.com/   \n",
-       "10                   https://botometer.iuni.iu.edu/#!/   \n",
-       "11          https://osome.iuni.iu.edu/tools/botslayer/   \n",
-       "12                                       Builtwith.com   \n",
-       "13                               https://buzzsumo.com/   \n",
-       "14                                https://buzzweb.pro/   \n",
-       "15                       http://carbondate.cs.odu.edu/   \n",
-       "16                            https://meedan.com/check   \n",
-       "17   https://chrome.google.com/webstore/detail/chec...   \n",
-       "18                         https://www.checkmyads.org/   \n",
-       "19                      https://schema.org/ClaimReview   \n",
-       "20                   https://idir.uta.edu/claimbuster/   \n",
-       "21   https://www.commercial-register.sg.ch/home/wor...   \n",
-       "22                    https://www.corporationwiki.com/   \n",
-       "23                          https://www.ibm.com/watson   \n",
-       "24       https://apps.crowdtangle.com/chrome-extension   \n",
-       "25                        https://www.crowdtangle.com/   \n",
-       "26                            https://deepdiveduck.com   \n",
-       "27                            http://disinfobusters.eu   \n",
-       "28   https://www.allianceofdemocracies.org/initiati...   \n",
-       "29                              https://dnslytics.com/   \n",
-       "30                          https://domainbigdata.com/   \n",
-       "31                      https://whois.domaintools.com/   \n",
-       "32               https://ewitness.commons.gc.cuny.edu/   \n",
-       "33                      http://www.emergent.info/about   \n",
-       "34           https://reports.exodus-privacy.eu.org/en/   \n",
-       "35   https://www.facebook.com/ads/archive/?active_s...   \n",
-       "36   https://secure.avaaz.org/campaign/en/disinfo_v...   \n",
-       "37                           https://www.fakespot.com/   \n",
-       "38                          https://fbstalker.thao.pw/   \n",
-       "39   https://chrome.google.com/webstore/detail/feed...   \n",
-       "40                               https://findclone.ru/   \n",
-       "41   https://www.elevenpaths.com/labstools/foca/ind...   \n",
-       "42                                  https://foller.me/   \n",
-       "43                           https://followerwonk.com/   \n",
-       "44                        https://www.alionscience.com   \n",
-       "45                            http://fotoforensics.com   \n",
-       "46                           http://fotoforensics.com/   \n",
-       "47                             https://www.newocr.com/   \n",
-       "48                            https://www.darwinai.com   \n",
-       "49                    https://gephi.org/users/install/   \n",
-       "50                       https://getbadnews.com/#intro   \n",
-       "51   https://chrome.google.com/webstore/detail/ghos...   \n",
-       "52                                      http://gltr.io   \n",
-       "53   http://transparencyreport.google.com/political...   \n",
-       "54                    https://trends.google.com/trends   \n",
-       "55                                 http://gramspy.com/   \n",
-       "56                              http://graph.tips/beta   \n",
-       "57                       https://www.ground.news/about   \n",
-       "58                                                       \n",
-       "59                           https://hooyubusiness.com   \n",
-       "60                            https://web.hypothes.is/   \n",
-       "61                     https://offshoreleaks.icij.org/   \n",
-       "62     https://csmr.umich.edu/platform-health-metrics/   \n",
-       "63                         https://startinfluence.com/   \n",
-       "64                            https://archive.org/web/   \n",
-       "65                 https://investigativedashboard.org/   \n",
-       "66                       https://www.invid-project.eu/   \n",
-       "67                             http://exif.regex.info/   \n",
-       "68               https://tattle.co.in/products/jod-bot   \n",
-       "69                                 https://keyhole.co/   \n",
-       "70                                 https://keyhole.co/   \n",
-       "71                              https://www.kharon.com   \n",
-       "72   https://github.com/tattle-made/archive-telegra...   \n",
-       "73                 https://tattle.co.in/products/kosh/   \n",
-       "74                              https://littlesis.org/   \n",
-       "75   https://www.meltwater.com/en/solutions/social-...   \n",
-       "76                            https://mentionmapp.com/   \n",
-       "77                          http://www.mythoslabs.org/   \n",
-       "78                       https://www.misp-project.org/   \n",
-       "79                                   https://moat.com/   \n",
-       "80                             https://name2email.com/   \n",
-       "81                                https://namechk.com/   \n",
-       "82                        https://nerdydata.com/search   \n",
-       "83                          https://www.newscheck.com/   \n",
-       "84                      https://www.newsguardtech.com/   \n",
-       "85                           https://www.newswhip.com/   \n",
-       "86                                 https://nobias.com/   \n",
-       "87                                 https://nobias.com/   \n",
-       "88                         https://opencorporates.com/   \n",
-       "89                      https://www.opensanctions.org/   \n",
-       "90   https://orbisdirectory.bvdinfo.com/version-201...   \n",
-       "91                                   https://our.news/   \n",
-       "92                         https://www.pathmatics.com/   \n",
-       "93                              https://pimeyes.com/en   \n",
-       "94                                   https://pipl.com/   \n",
-       "95                      https://policychangeindex.org/   \n",
-       "96                             https://cosmetheus.com/   \n",
-       "97                                 https://predata.com   \n",
-       "98                              https://publicwww.com/   \n",
-       "99                     https://www.sparksandhoney.com/   \n",
-       "100                                https://rd2020.org/   \n",
-       "101                             https://reaper.social/   \n",
-       "102                     https://www.recordedfuture.com   \n",
-       "103                             https://www.remove.bg/   \n",
-       "104                             http://karmadecay.com/   \n",
-       "105                         https://yandex.com/images/   \n",
-       "106                           https://searchusers.com/   \n",
-       "107     https://platform.sensity.ai/deepfake-detection   \n",
-       "108                                                      \n",
-       "109                             http://similarweb.com/   \n",
-       "110                          https://www.skopenow.com/   \n",
-       "111                          https://www.smat-app.com/   \n",
-       "112                            https://socialblade.com   \n",
-       "113                                                      \n",
-       "114                             http://www.spokeo.com/   \n",
-       "115                           http://www.spyonweb.com/   \n",
-       "116  https://www.mitre.org/publications/project-sto...   \n",
-       "117  https://play.google.com/store/apps/details?id=...   \n",
-       "118                                  http://tgstat.com   \n",
-       "119                             https://thatsthem.com/   \n",
-       "120                       https://www.thenewshero.org/   \n",
-       "121                         https://propagandagame.org   \n",
-       "122  https://www.socialmediatoday.com/news/facebook...   \n",
-       "123                                https://tineye.com/   \n",
-       "124                                         tineye.com   \n",
-       "125                             https://tinfoleak.com/   \n",
-       "126                        http://get.trendolizer.com/   \n",
-       "127                                https://trive.news/   \n",
-       "128                            https://www.truepic.com   \n",
-       "129                           https://www.truly.media/   \n",
-       "130                           https://trustedtimes.org   \n",
-       "131  https://chrome.google.com/webstore/detail/trus...   \n",
-       "132                          https://www.truthnest.com   \n",
-       "133                  https://tweetbeaver.com/index.php   \n",
-       "134                            http://twiangulate.com/   \n",
-       "135           https://www.twitonomy.com/go-premium.php   \n",
-       "136                https://twitter.com/search-advanced   \n",
-       "137                          http://twittertrails.com/   \n",
-       "138                                  https://twren.ch/   \n",
-       "139                                https://urlscan.io/   \n",
-       "140                             http://viewcached.com/   \n",
-       "141                    https://viewdns.info/reverseip/   \n",
-       "142                                                      \n",
-       "143  https://chrome.google.com/webstore/detail/wayb...   \n",
-       "144                                 http://webmii.com/   \n",
-       "145    https://tattle.co.in/products/whatsapp-archiver   \n",
-       "146                           https://whatsmyname.app/   \n",
-       "147     https://whotargets.me/en/about-who-targets-me/   \n",
-       "148                            https://whoisology.com/   \n",
-       "149                          http://whopostedwhat.com/   \n",
-       "150           https://www.omelas.io/wolf-totem-product   \n",
-       "151                          https://www.yonder-ai.com   \n",
-       "152  https://citizenevidence.org/2014/07/01/youtube...   \n",
-       "\n",
-       "                                     category    disinformation_use  \\\n",
-       "0    Social Media Search and Account Analysis                         \n",
-       "1                        Advertising Analysis  Designed for disinfo   \n",
-       "2                            Network analysis  Designed for disinfo   \n",
-       "3                        Web Traffic Analysis                         \n",
-       "4                            Website Analysis                Useful   \n",
-       "5                            Website Analysis                         \n",
-       "6                              Image analysis  Designed for disinfo   \n",
-       "7                        Web Traffic Analysis                         \n",
-       "8                                              Designed for disinfo   \n",
-       "9                                Bot analysis  Designed for disinfo   \n",
-       "10                               Bot analysis  Designed for disinfo   \n",
-       "11                               Bot analysis  Designed for disinfo   \n",
-       "12                                             Designed for disinfo   \n",
-       "13                                                    Commonly used   \n",
-       "14   Social Media Search and Account Analysis                         \n",
-       "15                           Website Analysis                         \n",
-       "16                                             Designed for disinfo   \n",
-       "17                                             Designed for disinfo   \n",
-       "18                                                                    \n",
-       "19                                             Designed for disinfo   \n",
-       "20                                             Designed for disinfo   \n",
-       "21                   Corporate/Business Tools                         \n",
-       "22                   Corporate/Business Tools                         \n",
-       "23                                             Designed for disinfo   \n",
-       "24                                                    Commonly used   \n",
-       "25                                                    Commonly used   \n",
-       "26                           Website Analysis                         \n",
-       "27                                                                    \n",
-       "28                                             Designed for disinfo   \n",
-       "29                           Website Analysis                         \n",
-       "30                           Website Analysis                         \n",
-       "31                           Website Analysis                         \n",
-       "32                             Image analysis    Potentially useful   \n",
-       "33                                             Designed for disinfo   \n",
-       "34                       Advertising Analysis                         \n",
-       "35                       Advertising Analysis                         \n",
-       "36                                                                    \n",
-       "37   Social Media Search and Account Analysis                         \n",
-       "38   Social Media Search and Account Analysis                         \n",
-       "39                                               Potentially useful   \n",
-       "40                             Image analysis                         \n",
-       "41                           Website Analysis                         \n",
-       "42   Social Media Search and Account Analysis                         \n",
-       "43   Social Media Search and Account Analysis                         \n",
-       "44                                               Potentially useful   \n",
-       "45                             Image analysis                Useful   \n",
-       "46                             Image analysis                         \n",
-       "47                             Image analysis                         \n",
-       "48                                               Potentially useful   \n",
-       "49                           Network analysis         Commonly used   \n",
-       "50                                             Designed for disinfo   \n",
-       "51                             Browser Plugin                         \n",
-       "52                                             Designed for disinfo   \n",
-       "53                       Advertising Analysis                         \n",
-       "54                                                    Commonly used   \n",
-       "55   Social Media Search and Account Analysis                         \n",
-       "56   Social Media Search and Account Analysis                Useful   \n",
-       "57                                                                    \n",
-       "58                                             Designed for disinfo   \n",
-       "59                             Finding People                         \n",
-       "60                                                    Commonly used   \n",
-       "61                   Corporate/Business Tools                         \n",
-       "62                                    Ratings  Designed for disinfo   \n",
-       "63                                             Designed for disinfo   \n",
-       "64                           Website Analysis                         \n",
-       "65                   Corporate/Business Tools                         \n",
-       "66                             Image analysis         Commonly used   \n",
-       "67                             Image analysis                Useful   \n",
-       "68                                                                    \n",
-       "69                                                                    \n",
-       "70                                                                    \n",
-       "71                                                                    \n",
-       "72                                                                    \n",
-       "73                                                                    \n",
-       "74                   Corporate/Business Tools                         \n",
-       "75                                                                    \n",
-       "76                           Network analysis         Commonly used   \n",
-       "77                                             Designed for disinfo   \n",
-       "78                                                           Useful   \n",
-       "79                       Advertising Analysis                         \n",
-       "80                             Finding People                         \n",
-       "81   Social Media Search and Account Analysis                         \n",
-       "82                           Website Analysis                         \n",
-       "83                                             Designed for disinfo   \n",
-       "84                                             Designed for disinfo   \n",
-       "85                                                                    \n",
-       "86                                             Designed for disinfo   \n",
-       "87                                                                    \n",
-       "88                   Corporate/Business Tools                         \n",
-       "89                   Corporate/Business Tools                         \n",
-       "90                   Corporate/Business Tools                         \n",
-       "91                                                                    \n",
-       "92                       Advertising Analysis                         \n",
-       "93                                                                    \n",
-       "94                             Finding People                         \n",
-       "95                                                                    \n",
-       "96                                                                    \n",
-       "97                                                                    \n",
-       "98                           Website Analysis                         \n",
-       "99                                                                    \n",
-       "100                            Image analysis                         \n",
-       "101                                                          Useful   \n",
-       "102                                                                   \n",
-       "103                            Image analysis                         \n",
-       "104                            Image analysis                         \n",
-       "105                            Image analysis         Commonly used   \n",
-       "106  Social Media Search and Account Analysis                         \n",
-       "107                            Image analysis                         \n",
-       "108                                            Designed for disinfo   \n",
-       "109                      Web Traffic Analysis                         \n",
-       "110                            Finding People                         \n",
-       "111                                                                   \n",
-       "112  Social Media Search and Account Analysis                         \n",
-       "113                                                                   \n",
-       "114                            Finding People                         \n",
-       "115                          Website Analysis                         \n",
-       "116                                            Designed for disinfo   \n",
-       "117                                                                   \n",
-       "118  Social Media Search and Account Analysis                Useful   \n",
-       "119                            Finding People                         \n",
-       "120                                            Designed for disinfo   \n",
-       "121                                            Designed for disinfo   \n",
-       "122                                            Designed for disinfo   \n",
-       "123                            Image analysis         Commonly used   \n",
-       "124                            Image analysis                         \n",
-       "125  Social Media Search and Account Analysis                         \n",
-       "126                                                                   \n",
-       "127                                                                   \n",
-       "128                            Image analysis                         \n",
-       "129                                            Designed for disinfo   \n",
-       "130                                                                   \n",
-       "131                                   Ratings  Designed for disinfo   \n",
-       "132                                            Designed for disinfo   \n",
-       "133  Social Media Search and Account Analysis                         \n",
-       "134  Social Media Search and Account Analysis                         \n",
-       "135  Social Media Search and Account Analysis                         \n",
-       "136  Social Media Search and Account Analysis                         \n",
-       "137                                                                   \n",
-       "138  Social Media Search and Account Analysis                         \n",
-       "139                          Website Analysis                         \n",
-       "140                          Website Analysis                         \n",
-       "141                          Website Analysis                         \n",
-       "142                                                          Useful   \n",
-       "143                            Browser Plugin         Commonly used   \n",
-       "144  Social Media Search and Account Analysis                         \n",
-       "145                                                          Useful   \n",
-       "146  Social Media Search and Account Analysis                         \n",
-       "147                      Advertising Analysis                         \n",
-       "148                          Website Analysis                         \n",
-       "149  Social Media Search and Account Analysis                Useful   \n",
-       "150                                            Designed for disinfo   \n",
-       "151                                            Designed for disinfo   \n",
-       "152                            Image analysis                         \n",
-       "\n",
-       "    cogseccollab_use                                           function  \\\n",
-       "0                     Account Analysis is another great Twitter acco...   \n",
-       "1                                                 Collect and share ads   \n",
-       "2                                    social network analysis; astroturf   \n",
-       "3                                                                         \n",
-       "4                      AnalyzeID find related websites through ad codes   \n",
-       "5                     Archive.is often used for social media profile...   \n",
-       "6                                                        image analysis   \n",
-       "7                                                      Backlink checker   \n",
-       "8                                                                         \n",
-       "9                yes                                                      \n",
-       "10                                                                        \n",
-       "11                                                                        \n",
-       "12               yes           website details, links to other websites   \n",
-       "13                                             trends; social listening   \n",
-       "14                                      Buzzweb Instagram analysis tool   \n",
-       "15                    A tool that tries to guess when a webpage firs...   \n",
-       "16                                                                        \n",
-       "17                                                                        \n",
-       "18                                                                        \n",
-       "19                                                                        \n",
-       "20                                                                        \n",
-       "21                        List of corporate registrars around the world   \n",
-       "22                                                                        \n",
-       "23                                                       summarisation?   \n",
-       "24               yes                                                      \n",
-       "25                                                                        \n",
-       "26                    Paid tool to monitor changes to specific webpages   \n",
-       "27                                                                        \n",
-       "28                                                             training   \n",
-       "29                    DNSlytics is another great tool for connecting...   \n",
-       "30                        Domain Big Data free whois/domain name search   \n",
-       "31                    DomainTools paid whois search and investigatio...   \n",
-       "32                                                     image provenance   \n",
-       "33                                                        rumor tracker   \n",
-       "34                    Exodus tool to evaluate a mobile app’s permiss...   \n",
-       "35                                Facebook political/issue ads database   \n",
-       "36                                                                        \n",
-       "37                    Tool to analyze whether reviews on amazon/Yelp...   \n",
-       "38                                        Facebook profile investigator   \n",
-       "39                                                                        \n",
-       "40                                     Reverse image/facial recognition   \n",
-       "41                    FOCA tool for analyzing metadata in documents ...   \n",
-       "42                                      Foller.me Analytics for Twitter   \n",
-       "43                    Followerwonk Twitter tool for searching bios, ...   \n",
-       "44                                                          IO platform   \n",
-       "45                                                      image forensics   \n",
-       "46                                                                        \n",
-       "47                         Take an image and convert characters to text   \n",
-       "48                                           explainable AI - relevant?   \n",
-       "49                                                network visualisation   \n",
-       "50                                                             training   \n",
-       "51                                                                        \n",
-       "52                                                       text forensics   \n",
-       "53                                        Google political ads database   \n",
-       "54                                                               trends   \n",
-       "55                                      Gramspy Instagram analysis tool   \n",
-       "56                                      Facebook Graph search interface   \n",
-       "57                                           bias tags on news articles   \n",
-       "58                                                                        \n",
-       "59                    Hooyu is a great paid tool for identifying con...   \n",
-       "60                                                       webpage markup   \n",
-       "61                                                                        \n",
-       "62                                                                        \n",
-       "63                                                                        \n",
-       "64                                     Internet Archive/Wayback Machine   \n",
-       "65                                                                        \n",
-       "66                                         image and video verification   \n",
-       "67                                                                        \n",
-       "68                                                    Telegram archiver   \n",
-       "69                                                   impact measurement   \n",
-       "70                                                   impact measurement   \n",
-       "71                                             data and analytics tools   \n",
-       "72                                                 message verification   \n",
-       "73                                                              archive   \n",
-       "74                         Relationships between people, companies etc.   \n",
-       "75                                             trends; social listening   \n",
-       "76                                         social network visualisation   \n",
-       "77                                               countering with humour   \n",
-       "78                                                                        \n",
-       "79                                               Moat ad analytics tool   \n",
-       "80                    Name2email browser extension that helps you fi...   \n",
-       "81                    Tool to see if a username is used across diffe...   \n",
-       "82                                         NerdyData source code search   \n",
-       "83                                                                        \n",
-       "84                                         trust rating system for urls   \n",
-       "85                                               soclal media analytics   \n",
-       "86                                                                        \n",
-       "87                                                                        \n",
-       "88                                                                        \n",
-       "89                    Global database of persons and companies of po...   \n",
-       "90                                                Paid corporate search   \n",
-       "91                                                                        \n",
-       "92                    Pathmatics display and Facebook ads tracking t...   \n",
-       "93                    Advanced face recognition search engine, a rev...   \n",
-       "94                                                   Pipl people Search   \n",
-       "95                                           automated content analysis   \n",
-       "96                                                                        \n",
-       "97                                                                        \n",
-       "98                    Publicwww, search to see how many websites hav...   \n",
-       "99                                                                        \n",
-       "100                                              detect synthetic media   \n",
-       "101                                                                       \n",
-       "102                                                                       \n",
-       "103                   Free tool that helps remove background images ...   \n",
-       "104                                Reverse image search tool for Reddit   \n",
-       "105                                                                       \n",
-       "106                   A tool to search for Instagram users by name o...   \n",
-       "107                                                                       \n",
-       "108                                                                       \n",
-       "109                                                                       \n",
-       "110                                   Skopenow (an excellent paid tool)   \n",
-       "111                                                              trends   \n",
-       "112                   SocialBlade tool for analyzing YouTube, Twitte...   \n",
-       "113                                                                       \n",
-       "114                         Spokeo people search (good for the US only)   \n",
-       "115                   Spy On Web search for tracking Google Analytic...   \n",
-       "116                                                                       \n",
-       "117                                         WhatsApp message forwarding   \n",
-       "118                     A tool for analyzing a Telegram account/channel   \n",
-       "119                                            Thats Them people search   \n",
-       "120                                                            training   \n",
-       "121                                                            training   \n",
-       "122                                                                       \n",
-       "123                                                reverse image search   \n",
-       "124                                                   search for images   \n",
-       "125                    Get useful overview related to a Twitter account   \n",
-       "126                                                    trending stories   \n",
-       "127                                                    \"human swarming\"   \n",
-       "128                                                  image verification   \n",
-       "129                                           crowdsourced verification   \n",
-       "130                                               news article analysis   \n",
-       "131                                         site rating for advertisers   \n",
-       "132                                                   twitter analytics   \n",
-       "133                                           TweetBeaver account tools   \n",
-       "134                   Twiangulate.com for mapping connections betwee...   \n",
-       "135                         Analyzing a twitter account, hashtags, etc.   \n",
-       "136                                             Twitter advanced search   \n",
-       "137                                                    twitter tracking   \n",
-       "138                   Tool that lists the accounts that retweeted a ...   \n",
-       "139                   URLScan is a free tool that gives an overview ...   \n",
-       "140                   Viewcached.com tool for retrieving cached page...   \n",
-       "141                   ViewDNS is another useful tool for analyzing d...   \n",
-       "142                                                                       \n",
-       "143                                                                       \n",
-       "144                                  Webmii social media profile search   \n",
-       "145                                                   WhatsApp archiver   \n",
-       "146                   An even more comprehensive tool for searching ...   \n",
-       "147                                                political ad scraper   \n",
-       "148                                      Whoisology whois-domain search   \n",
-       "149                        Search for dates and date ranges on Facebook   \n",
-       "150                                                           dashboard   \n",
-       "151                                                                       \n",
-       "152                   Extract hidden data from videos hosted on YouT...   \n",
-       "\n",
-       "                                              code_url    artifacts  \\\n",
-       "0                                                                     \n",
-       "1                                                               ads   \n",
-       "2                                                          accounts   \n",
-       "3                                                                     \n",
-       "4                                                                     \n",
-       "5                                                                     \n",
-       "6                                                            images   \n",
-       "7                                                                     \n",
-       "8                                                                     \n",
-       "9                                                          accounts   \n",
-       "10                                                         accounts   \n",
-       "11                                                         accounts   \n",
-       "12                                                         webpages   \n",
-       "13                                                                    \n",
-       "14                                                                    \n",
-       "15                                                                    \n",
-       "16                     https://github.com/meedan/check                \n",
-       "17                                                        artifacts   \n",
-       "18                                                                    \n",
-       "19                                                                    \n",
-       "20                                                                    \n",
-       "21                                                                    \n",
-       "22                                                                    \n",
-       "23                                                                    \n",
-       "24                                                      socialmedia   \n",
-       "25                                                      socialmedia   \n",
-       "26                                                                    \n",
-       "27                                                                    \n",
-       "28                                                                    \n",
-       "29                                                                    \n",
-       "30                                                                    \n",
-       "31                                                                    \n",
-       "32                                                           images   \n",
-       "33                                                                    \n",
-       "34                                                                    \n",
-       "35                                                                    \n",
-       "36                                                                    \n",
-       "37                                                                    \n",
-       "38                                                                    \n",
-       "39                                                                    \n",
-       "40                                                                    \n",
-       "41                                                                    \n",
-       "42                                                                    \n",
-       "43                                                                    \n",
-       "44                                                                    \n",
-       "45                                                           images   \n",
-       "46                                                                    \n",
-       "47                                                                    \n",
-       "48                                                                    \n",
-       "49                                                                    \n",
-       "50                                                                    \n",
-       "51                                                                    \n",
-       "52                                                             text   \n",
-       "53                                                                    \n",
-       "54                                                                    \n",
-       "55                                                                    \n",
-       "56                                                                    \n",
-       "57                                                                    \n",
-       "58                                                                    \n",
-       "59                                                                    \n",
-       "60                                                         webpages   \n",
-       "61                                                                    \n",
-       "62                                                                    \n",
-       "63                                                                    \n",
-       "64                                                                    \n",
-       "65                                                                    \n",
-       "66                                                           images   \n",
-       "67                                                                    \n",
-       "68   https://github.com/tattle-made/archive-telegra...  messageapps   \n",
-       "69                                                                    \n",
-       "70                                                                    \n",
-       "71                                                                    \n",
-       "72   https://github.com/tattle-made/archive-telegra...  messageapps   \n",
-       "73                 https://github.com/tattle-made/kosh  messageapps   \n",
-       "74                                                                    \n",
-       "75                                                                    \n",
-       "76                                                                    \n",
-       "77                                                                    \n",
-       "78                                                                    \n",
-       "79                                                                    \n",
-       "80                                                                    \n",
-       "81                                                                    \n",
-       "82                                                                    \n",
-       "83                                                                    \n",
-       "84                                                         webpages   \n",
-       "85                                                                    \n",
-       "86                                                                    \n",
-       "87                                                                    \n",
-       "88                                                                    \n",
-       "89                                                                    \n",
-       "90                                                                    \n",
-       "91                                                                    \n",
-       "92                                                                    \n",
-       "93                                                                    \n",
-       "94                                                                    \n",
-       "95                        https://github.com/PSLmodels                \n",
-       "96                                                                    \n",
-       "97                                                                    \n",
-       "98                                                                    \n",
-       "99                                                                    \n",
-       "100                                                          images   \n",
-       "101              https://github.com/ScriptSmith/reaper                \n",
-       "102                                                                   \n",
-       "103                                                                   \n",
-       "104                                                                   \n",
-       "105                                                                   \n",
-       "106                                                                   \n",
-       "107                                                                   \n",
-       "108                                                                   \n",
-       "109                                                                   \n",
-       "110                                                                   \n",
-       "111                                                                   \n",
-       "112                                                                   \n",
-       "113        https://github.com/ScriptSmith/socialreaper                \n",
-       "114                                                                   \n",
-       "115                                                                   \n",
-       "116                                                                   \n",
-       "117                                                     messageapps   \n",
-       "118                                                                   \n",
-       "119                                                                   \n",
-       "120                                                                   \n",
-       "121                                                                   \n",
-       "122                                                                   \n",
-       "123                                                          images   \n",
-       "124                                                          images   \n",
-       "125                                                                   \n",
-       "126                                                                   \n",
-       "127                                                                   \n",
-       "128                                                          images   \n",
-       "129                                                                   \n",
-       "130                                                        webpages   \n",
-       "131                                                        webpages   \n",
-       "132                                                     socialmedia   \n",
-       "133                                                                   \n",
-       "134                                                                   \n",
-       "135                                                                   \n",
-       "136                                                                   \n",
-       "137                                                     socialmedia   \n",
-       "138                                                                   \n",
-       "139                                                                   \n",
-       "140                                                                   \n",
-       "141                                                                   \n",
-       "142                                                                   \n",
-       "143                                                                   \n",
-       "144                                                                   \n",
-       "145  https://github.com/tattle-made/whatsapp-scrape...  messageapps   \n",
-       "146                                                                   \n",
-       "147                   https://github.com/WhoTargetsMe/          ads   \n",
-       "148                                                                   \n",
-       "149                                                                   \n",
-       "150                                                                   \n",
-       "151                                                                   \n",
-       "152                                                                   \n",
-       "\n",
-       "    automation                      platform   accessibility   id  \n",
-       "0                                                               1  \n",
-       "1        human             browser extension                    2  \n",
-       "2                                                               3  \n",
-       "3                                                               4  \n",
-       "4                                                               5  \n",
-       "5                                                               6  \n",
-       "6                                                               7  \n",
-       "7                                                               8  \n",
-       "8                                                       paid    9  \n",
-       "9                                                              10  \n",
-       "10                                                             11  \n",
-       "11                                                             12  \n",
-       "12                                                  Freemium   13  \n",
-       "13                                                      paid   14  \n",
-       "14                                                             15  \n",
-       "15                                                             16  \n",
-       "16       human                                   open source   17  \n",
-       "17                         browser extension                   18  \n",
-       "18                                                             19  \n",
-       "19                                                             20  \n",
-       "20                                                             21  \n",
-       "21                                                             22  \n",
-       "22                                                             23  \n",
-       "23                                                             24  \n",
-       "24                         browser extension            Free   25  \n",
-       "25                                            request access   26  \n",
-       "26                                                             27  \n",
-       "27                                                             28  \n",
-       "28                                                             29  \n",
-       "29                                                             30  \n",
-       "30                                                             31  \n",
-       "31                                                             32  \n",
-       "32                                                             33  \n",
-       "33                                                             34  \n",
-       "34                                                             35  \n",
-       "35                                                             36  \n",
-       "36                                                             37  \n",
-       "37                                                             38  \n",
-       "38                                                             39  \n",
-       "39                         browser extension                   40  \n",
-       "40                                                             41  \n",
-       "41                                                             42  \n",
-       "42                                                             43  \n",
-       "43                                                             44  \n",
-       "44                                                             45  \n",
-       "45                                                             46  \n",
-       "46                                                             47  \n",
-       "47                                                             48  \n",
-       "48                                                             49  \n",
-       "49                             Install on PC                   50  \n",
-       "50                                                             51  \n",
-       "51                                                             52  \n",
-       "52                                                             53  \n",
-       "53                                                             54  \n",
-       "54                                                      free   55  \n",
-       "55                                                             56  \n",
-       "56                                                             57  \n",
-       "57                         browser extension                   58  \n",
-       "58                                                             59  \n",
-       "59                                                             60  \n",
-       "60       human                                                 61  \n",
-       "61                                                             62  \n",
-       "62                                                             63  \n",
-       "63                                                      paid   64  \n",
-       "64                                                             65  \n",
-       "65                                                             66  \n",
-       "66                                                             67  \n",
-       "67                                                             68  \n",
-       "68                                               open source   69  \n",
-       "69                                                             70  \n",
-       "70                                                             71  \n",
-       "71                                                             72  \n",
-       "72                                               open source   73  \n",
-       "73                                               open source   74  \n",
-       "74                                                             75  \n",
-       "75                                                      paid   76  \n",
-       "76                                                             77  \n",
-       "77                                                             78  \n",
-       "78                                               open source   79  \n",
-       "79                                                             80  \n",
-       "80                                                             81  \n",
-       "81                                                             82  \n",
-       "82                                                             83  \n",
-       "83                                                             84  \n",
-       "84                                                             85  \n",
-       "85                                                             86  \n",
-       "86                         browser extension                   87  \n",
-       "87                         browser extension                   88  \n",
-       "88                                                             89  \n",
-       "89                                                             90  \n",
-       "90                                                             91  \n",
-       "91                         browser extension                   92  \n",
-       "92                                                             93  \n",
-       "93                                                             94  \n",
-       "94                                                             95  \n",
-       "95                                               open source   96  \n",
-       "96                                                             97  \n",
-       "97                                                             98  \n",
-       "98                                                             99  \n",
-       "99                                                            100  \n",
-       "100                                           request access  101  \n",
-       "101                                                           102  \n",
-       "102                                                           103  \n",
-       "103                                                           104  \n",
-       "104                                                           105  \n",
-       "105                                                           106  \n",
-       "106                                                           107  \n",
-       "107                                                           108  \n",
-       "108                                                           109  \n",
-       "109                                                           110  \n",
-       "110                                                           111  \n",
-       "111                                                           112  \n",
-       "112                                                           113  \n",
-       "113                                                           114  \n",
-       "114                                                           115  \n",
-       "115                                                           116  \n",
-       "116             browser extension;mobile app                  117  \n",
-       "117                                                           118  \n",
-       "118                                                           119  \n",
-       "119                                                           120  \n",
-       "120                                                           121  \n",
-       "121                                                           122  \n",
-       "122                                                   closed  123  \n",
-       "123                        browser extension                  124  \n",
-       "124                                                           125  \n",
-       "125                                                           126  \n",
-       "126                                                           127  \n",
-       "127                        browser extension                  128  \n",
-       "128                                                           129  \n",
-       "129                                                           130  \n",
-       "130                        browser extension                  131  \n",
-       "131                        browser extension                  132  \n",
-       "132                                                           133  \n",
-       "133                                                           134  \n",
-       "134                                                           135  \n",
-       "135                                                           136  \n",
-       "136                                                           137  \n",
-       "137                                                           138  \n",
-       "138                                                           139  \n",
-       "139                                                           140  \n",
-       "140                                                           141  \n",
-       "141                                                           142  \n",
-       "142                                                           143  \n",
-       "143                                                           144  \n",
-       "144                                                           145  \n",
-       "145                                              open source  146  \n",
-       "146                                                           147  \n",
-       "147                        browser extension     open source  148  \n",
-       "148                                                           149  \n",
-       "149                                                           150  \n",
-       "150                                                           151  \n",
-       "151                                                           152  \n",
-       "152                                                           153  "
+       "    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": 1,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -4130,7 +2365,7 @@
     "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', 'name', '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",
@@ -4148,9 +2383,11 @@
     "\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",
-    "# incidenttechnique crosstable - and others, inc incidentcounter - create from data\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",
@@ -4164,6 +2401,11 @@
     "                                              '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",
@@ -4186,7 +2428,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 21,
    "metadata": {
     "scrolled": true
    },
@@ -4195,14 +2437,4810 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "dict_keys(['df_phases', 'df_frameworks', 'df_techniques', 'df_tasks', 'df_incidents', 'df_groups', 'df_tools', '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",
+      "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",
-      "df_incidents columns: Index(['amitt_id', 'name', 'objecttype', 'summary', 'year_started',\n",
-      "       'attributions_seen', 'found_in_country', 'urls', 'notes', 'when_added',\n",
-      "       'found_via', 'longname'],\n",
+      "it columns: Index(['amitt_id', 'name', 'summary', 'amitt_id_incident', 'name_incident',\n",
+      "       'amitt_id_technique', 'name_technique'],\n",
       "      dtype='object')\n"
      ]
     },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>amitt_id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>summary</th>\n",
+       "      <th>amitt_id_incident</th>\n",
+       "      <th>name_incident</th>\n",
+       "      <th>amitt_id_technique</th>\n",
+       "      <th>name_technique</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>IT00000001</td>\n",
+       "      <td>buy FB targeted ads</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>#VaccinateUS</td>\n",
+       "      <td>T0018</td>\n",
+       "      <td>Paid targeted ads</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>IT00000010</td>\n",
+       "      <td>Targeted FB paid ads</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0018</td>\n",
+       "      <td>Paid targeted ads</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>IT00000057</td>\n",
+       "      <td>Targeted FB paid ads</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0018</td>\n",
+       "      <td>Paid targeted ads</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>IT00000002</td>\n",
+       "      <td>Promote \"funding\" campaign</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>#VaccinateUS</td>\n",
+       "      <td>T0017</td>\n",
+       "      <td>Promote online funding</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>IT00000003</td>\n",
+       "      <td>create web-site - information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>#VaccinateUS</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>IT00000014</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>IT00000031</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>Incirlik terrorists</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>IT00000037</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>PhilippinesExpert</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>IT00000061</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>IT00000082</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>IT00000094</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>IT00000120</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>IT00000137</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>IT00000146</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>IT00000156</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>IT00000180</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0019</td>\n",
+       "      <td>Generate information pollution</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>IT00000004</td>\n",
+       "      <td>create web-site - information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>#VaccinateUS</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>IT00000015</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>IT00000032</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>Incirlik terrorists</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>IT00000038</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>PhilippinesExpert</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>IT00000062</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>IT00000083</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>IT00000095</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>IT00000121</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>IT00000138</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>IT00000147</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>IT00000157</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>IT00000162</td>\n",
+       "      <td>State-run media seeds foreign influence enviro...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>China Huawei CFO Arrest</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>IT00000181</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0056</td>\n",
+       "      <td>Dedicated channels disseminate information pol...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>IT00000005</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>#VaccinateUS</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>IT00000022</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>IT00000043</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>IT00000071</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>IT00000085</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>IT00000103</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>IT00000125</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>IT00000140</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>IT00000149</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>IT00000161</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>IT00000172</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>Iran Influence Operations</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>IT00000183</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0046</td>\n",
+       "      <td>Search Engine Optimization</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>IT00000006</td>\n",
+       "      <td>legacy web content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>#VaccinateUS</td>\n",
+       "      <td>T0058</td>\n",
+       "      <td>Legacy web content</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>IT00000007</td>\n",
+       "      <td>hard to remove content and/or campaign/exploit...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>#VaccinateUS</td>\n",
+       "      <td>T0058</td>\n",
+       "      <td>Legacy web content</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>IT00000176</td>\n",
+       "      <td>legacy web content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>Iran Influence Operations</td>\n",
+       "      <td>T0058</td>\n",
+       "      <td>Legacy web content</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>IT00000008</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>IT00000034</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>Incirlik terrorists</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>IT00000041</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>IT00000055</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>IT00000076</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>#Macronleaks</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49</th>\n",
+       "      <td>IT00000079</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>IT00000090</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>IT00000115</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>Saudi/Qatar bot dispute</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>IT00000118</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53</th>\n",
+       "      <td>IT00000131</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>Sea of Azov</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54</th>\n",
+       "      <td>IT00000134</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55</th>\n",
+       "      <td>IT00000144</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56</th>\n",
+       "      <td>IT00000154</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57</th>\n",
+       "      <td>IT00000169</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>Iran Influence Operations</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58</th>\n",
+       "      <td>IT00000177</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0054</td>\n",
+       "      <td>Twitter bots amplify</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59</th>\n",
+       "      <td>IT00000009</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60</th>\n",
+       "      <td>IT00000035</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>Incirlik terrorists</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61</th>\n",
+       "      <td>IT00000042</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>IT00000056</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63</th>\n",
+       "      <td>IT00000077</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>#Macronleaks</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>IT00000080</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>IT00000091</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66</th>\n",
+       "      <td>IT00000119</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67</th>\n",
+       "      <td>IT00000132</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>Sea of Azov</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>IT00000135</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>IT00000145</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70</th>\n",
+       "      <td>IT00000155</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71</th>\n",
+       "      <td>IT00000170</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>Iran Influence Operations</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72</th>\n",
+       "      <td>IT00000178</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0053</td>\n",
+       "      <td>Twitter trolls amplify and manipulate</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73</th>\n",
+       "      <td>IT00000011</td>\n",
+       "      <td>Fake FB groups + dark content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0007</td>\n",
+       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74</th>\n",
+       "      <td>IT00000029</td>\n",
+       "      <td>Fake twitter profiles to amplify</td>\n",
+       "      <td>Twitter bots used to drive visbility</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>Columbian Chemicals</td>\n",
+       "      <td>T0007</td>\n",
+       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75</th>\n",
+       "      <td>IT00000039</td>\n",
+       "      <td>FB pages</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>PhilippinesExpert</td>\n",
+       "      <td>T0007</td>\n",
+       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76</th>\n",
+       "      <td>IT00000045</td>\n",
+       "      <td>FB pages/groups/profiles</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0007</td>\n",
+       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77</th>\n",
+       "      <td>IT00000058</td>\n",
+       "      <td>Fake FB groups + dark content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0007</td>\n",
+       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78</th>\n",
+       "      <td>IT00000078</td>\n",
+       "      <td>Fake FB groups/pages/profiles + dark content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>#Macronleaks</td>\n",
+       "      <td>T0007</td>\n",
+       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79</th>\n",
+       "      <td>IT00000092</td>\n",
+       "      <td>Fake FB groups/pages/profiles</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0007</td>\n",
+       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80</th>\n",
+       "      <td>IT00000171</td>\n",
+       "      <td>Fake FB groups/pages/profiles + dark content (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>Iran Influence Operations</td>\n",
+       "      <td>T0007</td>\n",
+       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81</th>\n",
+       "      <td>IT00000012</td>\n",
+       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0057</td>\n",
+       "      <td>Organise remote rallies and events</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82</th>\n",
+       "      <td>IT00000059</td>\n",
+       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0057</td>\n",
+       "      <td>Organise remote rallies and events</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83</th>\n",
+       "      <td>IT00000093</td>\n",
+       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0057</td>\n",
+       "      <td>Organise remote rallies and events</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84</th>\n",
+       "      <td>IT00000164</td>\n",
+       "      <td>Events coordinated and promoted across media p...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>China Huawei CFO Arrest</td>\n",
+       "      <td>T0057</td>\n",
+       "      <td>Organise remote rallies and events</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85</th>\n",
+       "      <td>IT00000166</td>\n",
+       "      <td>Extend digital the physical space… gatherings ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>China Huawei CFO Arrest</td>\n",
+       "      <td>T0057</td>\n",
+       "      <td>Organise remote rallies and events</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86</th>\n",
+       "      <td>IT00000013</td>\n",
+       "      <td>manipulate social media \"online polls\"?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0029</td>\n",
+       "      <td>Manipulate online polls</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87</th>\n",
+       "      <td>IT00000060</td>\n",
+       "      <td>manipulate social media \"online polls\"?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0029</td>\n",
+       "      <td>Manipulate online polls</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
+       "      <td>IT00000016</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89</th>\n",
+       "      <td>IT00000033</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>Incirlik terrorists</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90</th>\n",
+       "      <td>IT00000044</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91</th>\n",
+       "      <td>IT00000063</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>IT00000084</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>IT00000104</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94</th>\n",
+       "      <td>IT00000126</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95</th>\n",
+       "      <td>IT00000139</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96</th>\n",
+       "      <td>IT00000148</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97</th>\n",
+       "      <td>IT00000158</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98</th>\n",
+       "      <td>IT00000182</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0010</td>\n",
+       "      <td>Cultivate ignorant agents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99</th>\n",
+       "      <td>IT00000017</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100</th>\n",
+       "      <td>IT00000046</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101</th>\n",
+       "      <td>IT00000064</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102</th>\n",
+       "      <td>IT00000087</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103</th>\n",
+       "      <td>IT00000096</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104</th>\n",
+       "      <td>IT00000122</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105</th>\n",
+       "      <td>IT00000142</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106</th>\n",
+       "      <td>IT00000151</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107</th>\n",
+       "      <td>IT00000159</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108</th>\n",
+       "      <td>IT00000185</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0031</td>\n",
+       "      <td>YouTube</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109</th>\n",
+       "      <td>IT00000018</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110</th>\n",
+       "      <td>IT00000047</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111</th>\n",
+       "      <td>IT00000065</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112</th>\n",
+       "      <td>IT00000088</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113</th>\n",
+       "      <td>IT00000097</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114</th>\n",
+       "      <td>IT00000123</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115</th>\n",
+       "      <td>IT00000143</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116</th>\n",
+       "      <td>IT00000152</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117</th>\n",
+       "      <td>IT00000160</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118</th>\n",
+       "      <td>IT00000186</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0032</td>\n",
+       "      <td>Reddit</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119</th>\n",
+       "      <td>IT00000019</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0034</td>\n",
+       "      <td>LinkedIn</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120</th>\n",
+       "      <td>IT00000067</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0034</td>\n",
+       "      <td>LinkedIn</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121</th>\n",
+       "      <td>IT00000099</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0034</td>\n",
+       "      <td>LinkedIn</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122</th>\n",
+       "      <td>IT00000020</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0035</td>\n",
+       "      <td>Pinterest</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123</th>\n",
+       "      <td>IT00000068</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0035</td>\n",
+       "      <td>Pinterest</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124</th>\n",
+       "      <td>IT00000100</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0035</td>\n",
+       "      <td>Pinterest</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125</th>\n",
+       "      <td>IT00000021</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0036</td>\n",
+       "      <td>WhatsApp</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126</th>\n",
+       "      <td>IT00000069</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0036</td>\n",
+       "      <td>WhatsApp</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127</th>\n",
+       "      <td>IT00000101</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0036</td>\n",
+       "      <td>WhatsApp</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128</th>\n",
+       "      <td>IT00000023</td>\n",
+       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
+       "      <td>Meme that ISIS was responsible for a local che...</td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0021</td>\n",
+       "      <td>Memes</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129</th>\n",
+       "      <td>IT00000072</td>\n",
+       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0021</td>\n",
+       "      <td>Memes</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130</th>\n",
+       "      <td>IT00000117</td>\n",
+       "      <td>memes</td>\n",
+       "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>Saudi/Qatar bot dispute</td>\n",
+       "      <td>T0021</td>\n",
+       "      <td>Memes</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131</th>\n",
+       "      <td>IT00000173</td>\n",
+       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>Iran Influence Operations</td>\n",
+       "      <td>T0021</td>\n",
+       "      <td>Memes</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132</th>\n",
+       "      <td>IT00000024</td>\n",
+       "      <td>Backstop personas</td>\n",
+       "      <td>Wikipedia fake persona \"AmandaGray91\".</td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>Brexit vote</td>\n",
+       "      <td>T0030</td>\n",
+       "      <td>Backstop personas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133</th>\n",
+       "      <td>IT00000074</td>\n",
+       "      <td>Backstop personas</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0030</td>\n",
+       "      <td>Backstop personas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134</th>\n",
+       "      <td>IT00000025</td>\n",
+       "      <td>Use SMS/text messages</td>\n",
+       "      <td>SMS messages sent to local residents</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>Columbian Chemicals</td>\n",
+       "      <td>T0043</td>\n",
+       "      <td>Use SMS/ WhatsApp/ Chat apps</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135</th>\n",
+       "      <td>IT00000026</td>\n",
+       "      <td>Fake video/images</td>\n",
+       "      <td>Fake youtube video of ISIS claiming responsibi...</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>Columbian Chemicals</td>\n",
+       "      <td>T0024</td>\n",
+       "      <td>Create fake videos and images</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136</th>\n",
+       "      <td>IT00000116</td>\n",
+       "      <td>photoshopped/fake images</td>\n",
+       "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>Saudi/Qatar bot dispute</td>\n",
+       "      <td>T0024</td>\n",
+       "      <td>Create fake videos and images</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137</th>\n",
+       "      <td>IT00000027</td>\n",
+       "      <td>Create and use hashtag</td>\n",
+       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>Columbian Chemicals</td>\n",
+       "      <td>T0015</td>\n",
+       "      <td>Create hashtag</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138</th>\n",
+       "      <td>IT00000028</td>\n",
+       "      <td>Create and use hashtag</td>\n",
+       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>Columbian Chemicals</td>\n",
+       "      <td>T0055</td>\n",
+       "      <td>Use hashtag</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139</th>\n",
+       "      <td>IT00000030</td>\n",
+       "      <td>bait journalists/media/politicians</td>\n",
+       "      <td></td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>Columbian Chemicals</td>\n",
+       "      <td>T0039</td>\n",
+       "      <td>Bait legitimate influencers</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140</th>\n",
+       "      <td>IT00000049</td>\n",
+       "      <td>journalist/media baiting</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0039</td>\n",
+       "      <td>Bait legitimate influencers</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141</th>\n",
+       "      <td>IT00000053</td>\n",
+       "      <td>journalist/media baiting</td>\n",
+       "      <td></td>\n",
+       "      <td>I00015</td>\n",
+       "      <td>ConcordDiscovery</td>\n",
+       "      <td>T0039</td>\n",
+       "      <td>Bait legitimate influencers</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142</th>\n",
+       "      <td>IT00000036</td>\n",
+       "      <td>Using \"expert\"</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>PhilippinesExpert</td>\n",
+       "      <td>T0045</td>\n",
+       "      <td>Use fake experts</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143</th>\n",
+       "      <td>IT00000040</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>PhilippinesExpert</td>\n",
+       "      <td>T0052</td>\n",
+       "      <td>Tertiary sites amplify news</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144</th>\n",
+       "      <td>IT00000086</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0052</td>\n",
+       "      <td>Tertiary sites amplify news</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145</th>\n",
+       "      <td>IT00000141</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0052</td>\n",
+       "      <td>Tertiary sites amplify news</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146</th>\n",
+       "      <td>IT00000150</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Mi...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>#HandsOffVenezuela</td>\n",
+       "      <td>T0052</td>\n",
+       "      <td>Tertiary sites amplify news</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147</th>\n",
+       "      <td>IT00000184</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0052</td>\n",
+       "      <td>Tertiary sites amplify news</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148</th>\n",
+       "      <td>IT00000048</td>\n",
+       "      <td>4Chan/8Chan - trial content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>ParklandTeens</td>\n",
+       "      <td>T0020</td>\n",
+       "      <td>Trial content</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149</th>\n",
+       "      <td>IT00000070</td>\n",
+       "      <td>4Chan/8Chan - trial content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0020</td>\n",
+       "      <td>Trial content</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150</th>\n",
+       "      <td>IT00000102</td>\n",
+       "      <td>4Chan/8Chan - trial content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0020</td>\n",
+       "      <td>Trial content</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151</th>\n",
+       "      <td>IT00000124</td>\n",
+       "      <td>4Chan/8Chan - trial content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0020</td>\n",
+       "      <td>Trial content</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152</th>\n",
+       "      <td>IT00000050</td>\n",
+       "      <td>Forge ('release' altered hacked documents)</td>\n",
+       "      <td></td>\n",
+       "      <td>I00015</td>\n",
+       "      <td>ConcordDiscovery</td>\n",
+       "      <td>T0025</td>\n",
+       "      <td>Leak altered documents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153</th>\n",
+       "      <td>IT00000051</td>\n",
+       "      <td>hack/leak/manipulate/distort</td>\n",
+       "      <td></td>\n",
+       "      <td>I00015</td>\n",
+       "      <td>ConcordDiscovery</td>\n",
+       "      <td>T0025</td>\n",
+       "      <td>Leak altered documents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154</th>\n",
+       "      <td>IT00000054</td>\n",
+       "      <td>hack/leak/manipulate/distort</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0025</td>\n",
+       "      <td>Leak altered documents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155</th>\n",
+       "      <td>IT00000075</td>\n",
+       "      <td>hack/leak/manipulate/distort</td>\n",
+       "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>#Macronleaks</td>\n",
+       "      <td>T0025</td>\n",
+       "      <td>Leak altered documents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156</th>\n",
+       "      <td>IT00000153</td>\n",
+       "      <td>hack/leak/manipulate/distort</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>Integrity Initiative</td>\n",
+       "      <td>T0025</td>\n",
+       "      <td>Leak altered documents</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157</th>\n",
+       "      <td>IT00000052</td>\n",
+       "      <td>Circulate to media via DM, then release publicly</td>\n",
+       "      <td></td>\n",
+       "      <td>I00015</td>\n",
+       "      <td>ConcordDiscovery</td>\n",
+       "      <td>T0044</td>\n",
+       "      <td>Seed distortions</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158</th>\n",
+       "      <td>IT00000066</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0033</td>\n",
+       "      <td>Instagram</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159</th>\n",
+       "      <td>IT00000098</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>Kavanaugh</td>\n",
+       "      <td>T0033</td>\n",
+       "      <td>Instagram</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160</th>\n",
+       "      <td>IT00000073</td>\n",
+       "      <td>Click-bait (economic actors) fake news sites (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>US presidential elections</td>\n",
+       "      <td>T0016</td>\n",
+       "      <td>Clickbait</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161</th>\n",
+       "      <td>IT00000081</td>\n",
+       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0001</td>\n",
+       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162</th>\n",
+       "      <td>IT00000128</td>\n",
+       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>Sea of Azov</td>\n",
+       "      <td>T0001</td>\n",
+       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163</th>\n",
+       "      <td>IT00000129</td>\n",
+       "      <td>Russian FSB security service blamed Ukraine fo...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>Sea of Azov</td>\n",
+       "      <td>T0001</td>\n",
+       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164</th>\n",
+       "      <td>IT00000136</td>\n",
+       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>White Helmets: Chemical Weapons</td>\n",
+       "      <td>T0001</td>\n",
+       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165</th>\n",
+       "      <td>IT00000167</td>\n",
+       "      <td>China also plays victim, innocence, plays by r...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>China Huawei CFO Arrest</td>\n",
+       "      <td>T0001</td>\n",
+       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166</th>\n",
+       "      <td>IT00000168</td>\n",
+       "      <td>Chinese ambassador Lu Shaye accused Canada of ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>China Huawei CFO Arrest</td>\n",
+       "      <td>T0001</td>\n",
+       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167</th>\n",
+       "      <td>IT00000179</td>\n",
+       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>Olympic Doping Scandal</td>\n",
+       "      <td>T0001</td>\n",
+       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168</th>\n",
+       "      <td>IT00000089</td>\n",
+       "      <td>Demand insurmountable proof</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>MH17 investigation</td>\n",
+       "      <td>T0040</td>\n",
+       "      <td>Demand unsurmountable proof</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169</th>\n",
+       "      <td>IT00000133</td>\n",
+       "      <td>Demand insurmountable proof</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>Sea of Azov</td>\n",
+       "      <td>T0040</td>\n",
+       "      <td>Demand unsurmountable proof</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170</th>\n",
+       "      <td>IT00000105</td>\n",
+       "      <td>2,000,000 people (est.) part of state run/spon...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>China 50cent Army</td>\n",
+       "      <td>T0049</td>\n",
+       "      <td>Flooding</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171</th>\n",
+       "      <td>IT00000112</td>\n",
+       "      <td>flood the Facebook pages of Taiwanese politici...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00034</td>\n",
+       "      <td>DibaFacebookExpedition</td>\n",
+       "      <td>T0049</td>\n",
+       "      <td>Flooding</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172</th>\n",
+       "      <td>IT00000113</td>\n",
+       "      <td>Democratic Progressive Party (DPP), attracted ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00034</td>\n",
+       "      <td>DibaFacebookExpedition</td>\n",
+       "      <td>T0049</td>\n",
+       "      <td>Flooding</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173</th>\n",
+       "      <td>IT00000106</td>\n",
+       "      <td>fabricated social media comment</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>China 50cent Army</td>\n",
+       "      <td>T0051</td>\n",
+       "      <td>Fabricate social media comment</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174</th>\n",
+       "      <td>IT00000107</td>\n",
+       "      <td>domestic social media influence operations foc...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>China 50cent Army</td>\n",
+       "      <td>T0050</td>\n",
+       "      <td>Cheerleading domestic social media ops</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175</th>\n",
+       "      <td>IT00000165</td>\n",
+       "      <td>Extend digital the physical space… gatherings ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>China Huawei CFO Arrest</td>\n",
+       "      <td>T0050</td>\n",
+       "      <td>Cheerleading domestic social media ops</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176</th>\n",
+       "      <td>IT00000108</td>\n",
+       "      <td>cow online opinion leaders into submission, mu...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>China 50cent Army</td>\n",
+       "      <td>T0047</td>\n",
+       "      <td>Muzzle social media as a political force</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177</th>\n",
+       "      <td>IT00000109</td>\n",
+       "      <td>cow online opinion leaders into submission, mu...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>China 50cent Army</td>\n",
+       "      <td>T0048</td>\n",
+       "      <td>Cow online opinion leaders</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178</th>\n",
+       "      <td>IT00000110</td>\n",
+       "      <td>facilitate state propaganda and defuse crises</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>China 50cent Army</td>\n",
+       "      <td>T0002</td>\n",
+       "      <td>Facilitate State Propaganda</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179</th>\n",
+       "      <td>IT00000111</td>\n",
+       "      <td>Netizens from one of the largest discussion fo...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00034</td>\n",
+       "      <td>DibaFacebookExpedition</td>\n",
+       "      <td>T0002</td>\n",
+       "      <td>Facilitate State Propaganda</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180</th>\n",
+       "      <td>IT00000114</td>\n",
+       "      <td>“hack” of Qatar’s official news agency</td>\n",
+       "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>Saudi/Qatar bot dispute</td>\n",
+       "      <td>T0011</td>\n",
+       "      <td>Hijack legitimate account</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181</th>\n",
+       "      <td>IT00000127</td>\n",
+       "      <td>Promote fake “experts” with impressive (and sc...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>JadeHelm exercise</td>\n",
+       "      <td>T0009</td>\n",
+       "      <td>Create fake experts</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182</th>\n",
+       "      <td>IT00000130</td>\n",
+       "      <td>(Distort) Kremlin-controlled RT cited Russian ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>Sea of Azov</td>\n",
+       "      <td>T0023</td>\n",
+       "      <td>Distort facts</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183</th>\n",
+       "      <td>IT00000163</td>\n",
+       "      <td>Distorted, saccharine “news” about the Chinese...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>China Huawei CFO Arrest</td>\n",
+       "      <td>T0023</td>\n",
+       "      <td>Distort facts</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184</th>\n",
+       "      <td>IT00000174</td>\n",
+       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>Iran Influence Operations</td>\n",
+       "      <td>T0022</td>\n",
+       "      <td>Conspiracy narratives</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185</th>\n",
+       "      <td>IT00000175</td>\n",
+       "      <td>Fake news/synthetic web-sites</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>Iran Influence Operations</td>\n",
+       "      <td>T0008</td>\n",
+       "      <td>Create fake or imposter news sites</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       amitt_id                                               name  \\\n",
+       "0    IT00000001                                buy FB targeted ads   \n",
+       "1    IT00000010                               Targeted FB paid ads   \n",
+       "2    IT00000057                               Targeted FB paid ads   \n",
+       "3    IT00000002                         Promote \"funding\" campaign   \n",
+       "4    IT00000003            create web-site - information pollution   \n",
+       "5    IT00000014        RT & Sputnik generate information pollution   \n",
+       "6    IT00000031  RT & Sputnik generate information pollution (r...   \n",
+       "7    IT00000037       RT & Sputnik generate information pollution    \n",
+       "8    IT00000061        RT & Sputnik generate information pollution   \n",
+       "9    IT00000082  RT & Sputnik generate information pollution (s...   \n",
+       "10   IT00000094        RT & Sputnik generate information pollution   \n",
+       "11   IT00000120        RT & Sputnik generate information pollution   \n",
+       "12   IT00000137  RT & Sputnik generate information pollution (s...   \n",
+       "13   IT00000146  RT & Sputnik generate information pollution (s...   \n",
+       "14   IT00000156        RT & Sputnik generate information pollution   \n",
+       "15   IT00000180  RT & Sputnik generate information pollution (s...   \n",
+       "16   IT00000004            create web-site - information pollution   \n",
+       "17   IT00000015        RT & Sputnik generate information pollution   \n",
+       "18   IT00000032  RT & Sputnik generate information pollution (r...   \n",
+       "19   IT00000038       RT & Sputnik generate information pollution    \n",
+       "20   IT00000062        RT & Sputnik generate information pollution   \n",
+       "21   IT00000083  RT & Sputnik generate information pollution (s...   \n",
+       "22   IT00000095        RT & Sputnik generate information pollution   \n",
+       "23   IT00000121        RT & Sputnik generate information pollution   \n",
+       "24   IT00000138  RT & Sputnik generate information pollution (s...   \n",
+       "25   IT00000147  RT & Sputnik generate information pollution (s...   \n",
+       "26   IT00000157        RT & Sputnik generate information pollution   \n",
+       "27   IT00000162  State-run media seeds foreign influence enviro...   \n",
+       "28   IT00000181  RT & Sputnik generate information pollution (s...   \n",
+       "29   IT00000005        SEO optimisation/manipulation (\"key words\")   \n",
+       "30   IT00000022        SEO optimisation/manipulation (\"key words\")   \n",
+       "31   IT00000043        SEO optimisation/manipulation (\"key words\")   \n",
+       "32   IT00000071        SEO optimisation/manipulation (\"key words\")   \n",
+       "33   IT00000085        SEO optimisation/manipulation (\"key words\")   \n",
+       "34   IT00000103        SEO optimisation/manipulation (\"key words\")   \n",
+       "35   IT00000125        SEO optimisation/manipulation (\"key words\")   \n",
+       "36   IT00000140        SEO optimisation/manipulation (\"key words\")   \n",
+       "37   IT00000149        SEO optimisation/manipulation (\"key words\")   \n",
+       "38   IT00000161        SEO optimisation/manipulation (\"key words\")   \n",
+       "39   IT00000172        SEO optimisation/manipulation (\"key words\")   \n",
+       "40   IT00000183        SEO optimisation/manipulation (\"key words\")   \n",
+       "41   IT00000006                                 legacy web content   \n",
+       "42   IT00000007  hard to remove content and/or campaign/exploit...   \n",
+       "43   IT00000176                                 legacy web content   \n",
+       "44   IT00000008                  Twitter bots amplify & manipulate   \n",
+       "45   IT00000034                  Twitter bots amplify & manipulate   \n",
+       "46   IT00000041                  Twitter bots amplify & manipulate   \n",
+       "47   IT00000055                  Twitter bots amplify & manipulate   \n",
+       "48   IT00000076                  Twitter bots amplify & manipulate   \n",
+       "49   IT00000079                  Twitter bots amplify & manipulate   \n",
+       "50   IT00000090                  Twitter bots amplify & manipulate   \n",
+       "51   IT00000115                  Twitter bots amplify & manipulate   \n",
+       "52   IT00000118                  Twitter bots amplify & manipulate   \n",
+       "53   IT00000131                  Twitter bots amplify & manipulate   \n",
+       "54   IT00000134                  Twitter bots amplify & manipulate   \n",
+       "55   IT00000144                  Twitter bots amplify & manipulate   \n",
+       "56   IT00000154                  Twitter bots amplify & manipulate   \n",
+       "57   IT00000169                  Twitter bots amplify & manipulate   \n",
+       "58   IT00000177                  Twitter bots amplify & manipulate   \n",
+       "59   IT00000009                Twitter trolls amplify & manipulate   \n",
+       "60   IT00000035                Twitter trolls amplify & manipulate   \n",
+       "61   IT00000042                Twitter trolls amplify & manipulate   \n",
+       "62   IT00000056                Twitter trolls amplify & manipulate   \n",
+       "63   IT00000077                Twitter trolls amplify & manipulate   \n",
+       "64   IT00000080                Twitter trolls amplify & manipulate   \n",
+       "65   IT00000091                Twitter trolls amplify & manipulate   \n",
+       "66   IT00000119                Twitter trolls amplify & manipulate   \n",
+       "67   IT00000132                Twitter trolls amplify & manipulate   \n",
+       "68   IT00000135                Twitter trolls amplify & manipulate   \n",
+       "69   IT00000145                Twitter trolls amplify & manipulate   \n",
+       "70   IT00000155                Twitter trolls amplify & manipulate   \n",
+       "71   IT00000170                Twitter trolls amplify & manipulate   \n",
+       "72   IT00000178                Twitter trolls amplify & manipulate   \n",
+       "73   IT00000011                      Fake FB groups + dark content   \n",
+       "74   IT00000029                   Fake twitter profiles to amplify   \n",
+       "75   IT00000039                                           FB pages   \n",
+       "76   IT00000045                           FB pages/groups/profiles   \n",
+       "77   IT00000058                      Fake FB groups + dark content   \n",
+       "78   IT00000078       Fake FB groups/pages/profiles + dark content   \n",
+       "79   IT00000092                     Fake FB groups/pages/profiles    \n",
+       "80   IT00000171  Fake FB groups/pages/profiles + dark content (...   \n",
+       "81   IT00000012  Digital to physical \"organize+promote\" rallies...   \n",
+       "82   IT00000059  Digital to physical \"organize+promote\" rallies...   \n",
+       "83   IT00000093  Digital to physical \"organize+promote\" rallies...   \n",
+       "84   IT00000164  Events coordinated and promoted across media p...   \n",
+       "85   IT00000166  Extend digital the physical space… gatherings ...   \n",
+       "86   IT00000013           manipulate social media \"online polls\"?    \n",
+       "87   IT00000060           manipulate social media \"online polls\"?    \n",
+       "88   IT00000016       cultivate, manipulate, exploit useful idiots   \n",
+       "89   IT00000033  cultivate, manipulate, exploit useful idiots (...   \n",
+       "90   IT00000044  cultivate, manipulate, exploit useful idiots (...   \n",
+       "91   IT00000063       cultivate, manipulate, exploit useful idiots   \n",
+       "92   IT00000084       cultivate, manipulate, exploit useful idiots   \n",
+       "93   IT00000104  cultivate, manipulate, exploit useful idiots (...   \n",
+       "94   IT00000126  cultivate, manipulate, exploit useful idiots (...   \n",
+       "95   IT00000139  cultivate, manipulate, exploit useful idiots (...   \n",
+       "96   IT00000148  cultivate, manipulate, exploit useful idiots (...   \n",
+       "97   IT00000158       cultivate, manipulate, exploit useful idiots   \n",
+       "98   IT00000182      cultivate, manipulate, exploit useful idiots    \n",
+       "99   IT00000017    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "100  IT00000046                                    YouTube; Reddit   \n",
+       "101  IT00000064  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "102  IT00000087                                  YouTube; Reddit;    \n",
+       "103  IT00000096  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "104  IT00000122                                    YouTube; Reddit   \n",
+       "105  IT00000142                                  YouTube; Reddit;    \n",
+       "106  IT00000151                                  YouTube; Reddit;    \n",
+       "107  IT00000159                                    YouTube; Reddit   \n",
+       "108  IT00000185                                  YouTube; Reddit;    \n",
+       "109  IT00000018    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "110  IT00000047                                    YouTube; Reddit   \n",
+       "111  IT00000065  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "112  IT00000088                                  YouTube; Reddit;    \n",
+       "113  IT00000097  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "114  IT00000123                                    YouTube; Reddit   \n",
+       "115  IT00000143                                  YouTube; Reddit;    \n",
+       "116  IT00000152                                  YouTube; Reddit;    \n",
+       "117  IT00000160                                    YouTube; Reddit   \n",
+       "118  IT00000186                                  YouTube; Reddit;    \n",
+       "119  IT00000019    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "120  IT00000067  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "121  IT00000099  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "122  IT00000020    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "123  IT00000068  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "124  IT00000100  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "125  IT00000021    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "126  IT00000069  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "127  IT00000101  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "128  IT00000023  Memes... anti-immigration; euroskepticism; fea...   \n",
+       "129  IT00000072  Memes... anti-immigration; euroskepticism; fea...   \n",
+       "130  IT00000117                                              memes   \n",
+       "131  IT00000173  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
+       "132  IT00000024                                  Backstop personas   \n",
+       "133  IT00000074                                  Backstop personas   \n",
+       "134  IT00000025                              Use SMS/text messages   \n",
+       "135  IT00000026                                  Fake video/images   \n",
+       "136  IT00000116                           photoshopped/fake images   \n",
+       "137  IT00000027                             Create and use hashtag   \n",
+       "138  IT00000028                             Create and use hashtag   \n",
+       "139  IT00000030                 bait journalists/media/politicians   \n",
+       "140  IT00000049                           journalist/media baiting   \n",
+       "141  IT00000053                           journalist/media baiting   \n",
+       "142  IT00000036                                     Using \"expert\"   \n",
+       "143  IT00000040  News circulated/amplifed by tertiary sites (Ru...   \n",
+       "144  IT00000086  News circulated/amplifed by tertiary sites (Ru...   \n",
+       "145  IT00000141  News circulated/amplifed by tertiary sites (Ru...   \n",
+       "146  IT00000150  News circulated/amplifed by tertiary sites (Mi...   \n",
+       "147  IT00000184  News circulated/amplifed by tertiary sites (Ru...   \n",
+       "148  IT00000048                        4Chan/8Chan - trial content   \n",
+       "149  IT00000070                        4Chan/8Chan - trial content   \n",
+       "150  IT00000102                        4Chan/8Chan - trial content   \n",
+       "151  IT00000124                        4Chan/8Chan - trial content   \n",
+       "152  IT00000050         Forge ('release' altered hacked documents)   \n",
+       "153  IT00000051                       hack/leak/manipulate/distort   \n",
+       "154  IT00000054                       hack/leak/manipulate/distort   \n",
+       "155  IT00000075                       hack/leak/manipulate/distort   \n",
+       "156  IT00000153                       hack/leak/manipulate/distort   \n",
+       "157  IT00000052   Circulate to media via DM, then release publicly   \n",
+       "158  IT00000066  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "159  IT00000098  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "160  IT00000073  Click-bait (economic actors) fake news sites (...   \n",
+       "161  IT00000081  4 D's (dismiss, distort, distract, dismay...Of...   \n",
+       "162  IT00000128  4 D's (dismiss, distort, distract, dismay...Of...   \n",
+       "163  IT00000129  Russian FSB security service blamed Ukraine fo...   \n",
+       "164  IT00000136  4 D's (dismiss, distort, distract, dismay...Of...   \n",
+       "165  IT00000167  China also plays victim, innocence, plays by r...   \n",
+       "166  IT00000168  Chinese ambassador Lu Shaye accused Canada of ...   \n",
+       "167  IT00000179  4 D's (dismiss, distort, distract, dismay...Of...   \n",
+       "168  IT00000089                        Demand insurmountable proof   \n",
+       "169  IT00000133                        Demand insurmountable proof   \n",
+       "170  IT00000105  2,000,000 people (est.) part of state run/spon...   \n",
+       "171  IT00000112  flood the Facebook pages of Taiwanese politici...   \n",
+       "172  IT00000113  Democratic Progressive Party (DPP), attracted ...   \n",
+       "173  IT00000106                    fabricated social media comment   \n",
+       "174  IT00000107  domestic social media influence operations foc...   \n",
+       "175  IT00000165  Extend digital the physical space… gatherings ...   \n",
+       "176  IT00000108  cow online opinion leaders into submission, mu...   \n",
+       "177  IT00000109  cow online opinion leaders into submission, mu...   \n",
+       "178  IT00000110      facilitate state propaganda and defuse crises   \n",
+       "179  IT00000111  Netizens from one of the largest discussion fo...   \n",
+       "180  IT00000114             “hack” of Qatar’s official news agency   \n",
+       "181  IT00000127  Promote fake “experts” with impressive (and sc...   \n",
+       "182  IT00000130  (Distort) Kremlin-controlled RT cited Russian ...   \n",
+       "183  IT00000163  Distorted, saccharine “news” about the Chinese...   \n",
+       "184  IT00000174  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
+       "185  IT00000175                      Fake news/synthetic web-sites   \n",
+       "\n",
+       "                                               summary amitt_id_incident  \\\n",
+       "0                                                                 I00002   \n",
+       "1                                                                 I00005   \n",
+       "2                                                                 I00017   \n",
+       "3                                                                 I00002   \n",
+       "4                                                                 I00002   \n",
+       "5                                                                 I00005   \n",
+       "6                                                                 I00007   \n",
+       "7                                                                 I00009   \n",
+       "8                                                                 I00017   \n",
+       "9                                                                 I00029   \n",
+       "10                                                                I00032   \n",
+       "11                                                                I00044   \n",
+       "12                                                                I00049   \n",
+       "13                                                                I00050   \n",
+       "14                                                                I00051   \n",
+       "15                                                                I00063   \n",
+       "16                                                                I00002   \n",
+       "17                                                                I00005   \n",
+       "18                                                                I00007   \n",
+       "19                                                                I00009   \n",
+       "20                                                                I00017   \n",
+       "21                                                                I00029   \n",
+       "22                                                                I00032   \n",
+       "23                                                                I00044   \n",
+       "24                                                                I00049   \n",
+       "25                                                                I00050   \n",
+       "26                                                                I00051   \n",
+       "27                                                                I00053   \n",
+       "28                                                                I00063   \n",
+       "29                                                                I00002   \n",
+       "30                                                                I00005   \n",
+       "31                                                                I00010   \n",
+       "32                                                                I00017   \n",
+       "33                                                                I00029   \n",
+       "34                                                                I00032   \n",
+       "35                                                                I00044   \n",
+       "36                                                                I00049   \n",
+       "37                                                                I00050   \n",
+       "38                                                                I00051   \n",
+       "39                                                                I00056   \n",
+       "40                                                                I00063   \n",
+       "41                                                                I00002   \n",
+       "42                                                                I00002   \n",
+       "43                                                                I00056   \n",
+       "44                                                                I00005   \n",
+       "45                                                                I00007   \n",
+       "46                                                                I00010   \n",
+       "47                                                                I00017   \n",
+       "48                                                                I00022   \n",
+       "49                                                                I00029   \n",
+       "50                                                                I00032   \n",
+       "51                                                                I00042   \n",
+       "52                                                                I00044   \n",
+       "53                                                                I00047   \n",
+       "54                                                                I00049   \n",
+       "55                                                                I00050   \n",
+       "56                                                                I00051   \n",
+       "57                                                                I00056   \n",
+       "58                                                                I00063   \n",
+       "59                                                                I00005   \n",
+       "60                                                                I00007   \n",
+       "61                                                                I00010   \n",
+       "62                                                                I00017   \n",
+       "63                                                                I00022   \n",
+       "64                                                                I00029   \n",
+       "65                                                                I00032   \n",
+       "66                                                                I00044   \n",
+       "67                                                                I00047   \n",
+       "68                                                                I00049   \n",
+       "69                                                                I00050   \n",
+       "70                                                                I00051   \n",
+       "71                                                                I00056   \n",
+       "72                                                                I00063   \n",
+       "73                                                                I00005   \n",
+       "74                Twitter bots used to drive visbility            I00006   \n",
+       "75                                                                I00009   \n",
+       "76                                                                I00010   \n",
+       "77                                                                I00017   \n",
+       "78                                                                I00022   \n",
+       "79                                                                I00032   \n",
+       "80                                                                I00056   \n",
+       "81                                                                I00005   \n",
+       "82                                                                I00017   \n",
+       "83                                                                I00032   \n",
+       "84                                                                I00053   \n",
+       "85                                                                I00053   \n",
+       "86                                                                I00005   \n",
+       "87                                                                I00017   \n",
+       "88                                                                I00005   \n",
+       "89                                                                I00007   \n",
+       "90                                                                I00010   \n",
+       "91                                                                I00017   \n",
+       "92                                                                I00029   \n",
+       "93                                                                I00032   \n",
+       "94                                                                I00044   \n",
+       "95                                                                I00049   \n",
+       "96                                                                I00050   \n",
+       "97                                                                I00051   \n",
+       "98                                                                I00063   \n",
+       "99                                                                I00005   \n",
+       "100                                                               I00010   \n",
+       "101                                                               I00017   \n",
+       "102                                                               I00029   \n",
+       "103                                                               I00032   \n",
+       "104                                                               I00044   \n",
+       "105                                                               I00049   \n",
+       "106                                                               I00050   \n",
+       "107                                                               I00051   \n",
+       "108                                                               I00063   \n",
+       "109                                                               I00005   \n",
+       "110                                                               I00010   \n",
+       "111                                                               I00017   \n",
+       "112                                                               I00029   \n",
+       "113                                                               I00032   \n",
+       "114                                                               I00044   \n",
+       "115                                                               I00049   \n",
+       "116                                                               I00050   \n",
+       "117                                                               I00051   \n",
+       "118                                                               I00063   \n",
+       "119                                                               I00005   \n",
+       "120                                                               I00017   \n",
+       "121                                                               I00032   \n",
+       "122                                                               I00005   \n",
+       "123                                                               I00017   \n",
+       "124                                                               I00032   \n",
+       "125                                                               I00005   \n",
+       "126                                                               I00017   \n",
+       "127                                                               I00032   \n",
+       "128  Meme that ISIS was responsible for a local che...            I00005   \n",
+       "129                                                               I00017   \n",
+       "130                                                               I00042   \n",
+       "131                                                               I00056   \n",
+       "132            Wikipedia fake persona \"AmandaGray91\".             I00005   \n",
+       "133                                                               I00017   \n",
+       "134               SMS messages sent to local residents            I00006   \n",
+       "135  Fake youtube video of ISIS claiming responsibi...            I00006   \n",
+       "136                                                               I00042   \n",
+       "137          Main hashtag used was #ColumbianChemicals            I00006   \n",
+       "138          Main hashtag used was #ColumbianChemicals            I00006   \n",
+       "139                                                               I00006   \n",
+       "140                                                               I00010   \n",
+       "141                                                               I00015   \n",
+       "142                                                               I00009   \n",
+       "143                                                               I00009   \n",
+       "144                                                               I00029   \n",
+       "145                                                               I00049   \n",
+       "146                                                               I00050   \n",
+       "147                                                               I00063   \n",
+       "148                                                               I00010   \n",
+       "149                                                               I00017   \n",
+       "150                                                               I00032   \n",
+       "151                                                               I00044   \n",
+       "152                                                               I00015   \n",
+       "153                                                               I00015   \n",
+       "154                                                               I00017   \n",
+       "155                                                               I00022   \n",
+       "156                                                               I00051   \n",
+       "157                                                               I00015   \n",
+       "158                                                               I00017   \n",
+       "159                                                               I00032   \n",
+       "160                                                               I00017   \n",
+       "161                                                               I00029   \n",
+       "162                                                               I00047   \n",
+       "163                                                               I00047   \n",
+       "164                                                               I00049   \n",
+       "165                                                               I00053   \n",
+       "166                                                               I00053   \n",
+       "167                                                               I00063   \n",
+       "168                                                               I00029   \n",
+       "169                                                               I00047   \n",
+       "170                                                               I00033   \n",
+       "171                                                               I00034   \n",
+       "172                                                               I00034   \n",
+       "173                                                               I00033   \n",
+       "174                                                               I00033   \n",
+       "175                                                               I00053   \n",
+       "176                                                               I00033   \n",
+       "177                                                               I00033   \n",
+       "178                                                               I00033   \n",
+       "179                                                               I00034   \n",
+       "180                                                               I00042   \n",
+       "181                                                               I00044   \n",
+       "182                                                               I00047   \n",
+       "183                                                               I00053   \n",
+       "184                                                               I00056   \n",
+       "185                                                               I00056   \n",
+       "\n",
+       "                       name_incident amitt_id_technique  \\\n",
+       "0                       #VaccinateUS              T0018   \n",
+       "1                        Brexit vote              T0018   \n",
+       "2          US presidential elections              T0018   \n",
+       "3                       #VaccinateUS              T0017   \n",
+       "4                       #VaccinateUS              T0019   \n",
+       "5                        Brexit vote              T0019   \n",
+       "6                Incirlik terrorists              T0019   \n",
+       "7                  PhilippinesExpert              T0019   \n",
+       "8          US presidential elections              T0019   \n",
+       "9                 MH17 investigation              T0019   \n",
+       "10                         Kavanaugh              T0019   \n",
+       "11                 JadeHelm exercise              T0019   \n",
+       "12   White Helmets: Chemical Weapons              T0019   \n",
+       "13                #HandsOffVenezuela              T0019   \n",
+       "14              Integrity Initiative              T0019   \n",
+       "15            Olympic Doping Scandal              T0019   \n",
+       "16                      #VaccinateUS              T0056   \n",
+       "17                       Brexit vote              T0056   \n",
+       "18               Incirlik terrorists              T0056   \n",
+       "19                 PhilippinesExpert              T0056   \n",
+       "20         US presidential elections              T0056   \n",
+       "21                MH17 investigation              T0056   \n",
+       "22                         Kavanaugh              T0056   \n",
+       "23                 JadeHelm exercise              T0056   \n",
+       "24   White Helmets: Chemical Weapons              T0056   \n",
+       "25                #HandsOffVenezuela              T0056   \n",
+       "26              Integrity Initiative              T0056   \n",
+       "27           China Huawei CFO Arrest              T0056   \n",
+       "28            Olympic Doping Scandal              T0056   \n",
+       "29                      #VaccinateUS              T0046   \n",
+       "30                       Brexit vote              T0046   \n",
+       "31                     ParklandTeens              T0046   \n",
+       "32         US presidential elections              T0046   \n",
+       "33                MH17 investigation              T0046   \n",
+       "34                         Kavanaugh              T0046   \n",
+       "35                 JadeHelm exercise              T0046   \n",
+       "36   White Helmets: Chemical Weapons              T0046   \n",
+       "37                #HandsOffVenezuela              T0046   \n",
+       "38              Integrity Initiative              T0046   \n",
+       "39         Iran Influence Operations              T0046   \n",
+       "40            Olympic Doping Scandal              T0046   \n",
+       "41                      #VaccinateUS              T0058   \n",
+       "42                      #VaccinateUS              T0058   \n",
+       "43         Iran Influence Operations              T0058   \n",
+       "44                       Brexit vote              T0054   \n",
+       "45               Incirlik terrorists              T0054   \n",
+       "46                     ParklandTeens              T0054   \n",
+       "47         US presidential elections              T0054   \n",
+       "48                      #Macronleaks              T0054   \n",
+       "49                MH17 investigation              T0054   \n",
+       "50                         Kavanaugh              T0054   \n",
+       "51           Saudi/Qatar bot dispute              T0054   \n",
+       "52                 JadeHelm exercise              T0054   \n",
+       "53                       Sea of Azov              T0054   \n",
+       "54   White Helmets: Chemical Weapons              T0054   \n",
+       "55                #HandsOffVenezuela              T0054   \n",
+       "56              Integrity Initiative              T0054   \n",
+       "57         Iran Influence Operations              T0054   \n",
+       "58            Olympic Doping Scandal              T0054   \n",
+       "59                       Brexit vote              T0053   \n",
+       "60               Incirlik terrorists              T0053   \n",
+       "61                     ParklandTeens              T0053   \n",
+       "62         US presidential elections              T0053   \n",
+       "63                      #Macronleaks              T0053   \n",
+       "64                MH17 investigation              T0053   \n",
+       "65                         Kavanaugh              T0053   \n",
+       "66                 JadeHelm exercise              T0053   \n",
+       "67                       Sea of Azov              T0053   \n",
+       "68   White Helmets: Chemical Weapons              T0053   \n",
+       "69                #HandsOffVenezuela              T0053   \n",
+       "70              Integrity Initiative              T0053   \n",
+       "71         Iran Influence Operations              T0053   \n",
+       "72            Olympic Doping Scandal              T0053   \n",
+       "73                       Brexit vote              T0007   \n",
+       "74               Columbian Chemicals              T0007   \n",
+       "75                 PhilippinesExpert              T0007   \n",
+       "76                     ParklandTeens              T0007   \n",
+       "77         US presidential elections              T0007   \n",
+       "78                      #Macronleaks              T0007   \n",
+       "79                         Kavanaugh              T0007   \n",
+       "80         Iran Influence Operations              T0007   \n",
+       "81                       Brexit vote              T0057   \n",
+       "82         US presidential elections              T0057   \n",
+       "83                         Kavanaugh              T0057   \n",
+       "84           China Huawei CFO Arrest              T0057   \n",
+       "85           China Huawei CFO Arrest              T0057   \n",
+       "86                       Brexit vote              T0029   \n",
+       "87         US presidential elections              T0029   \n",
+       "88                       Brexit vote              T0010   \n",
+       "89               Incirlik terrorists              T0010   \n",
+       "90                     ParklandTeens              T0010   \n",
+       "91         US presidential elections              T0010   \n",
+       "92                MH17 investigation              T0010   \n",
+       "93                         Kavanaugh              T0010   \n",
+       "94                 JadeHelm exercise              T0010   \n",
+       "95   White Helmets: Chemical Weapons              T0010   \n",
+       "96                #HandsOffVenezuela              T0010   \n",
+       "97              Integrity Initiative              T0010   \n",
+       "98            Olympic Doping Scandal              T0010   \n",
+       "99                       Brexit vote              T0031   \n",
+       "100                    ParklandTeens              T0031   \n",
+       "101        US presidential elections              T0031   \n",
+       "102               MH17 investigation              T0031   \n",
+       "103                        Kavanaugh              T0031   \n",
+       "104                JadeHelm exercise              T0031   \n",
+       "105  White Helmets: Chemical Weapons              T0031   \n",
+       "106               #HandsOffVenezuela              T0031   \n",
+       "107             Integrity Initiative              T0031   \n",
+       "108           Olympic Doping Scandal              T0031   \n",
+       "109                      Brexit vote              T0032   \n",
+       "110                    ParklandTeens              T0032   \n",
+       "111        US presidential elections              T0032   \n",
+       "112               MH17 investigation              T0032   \n",
+       "113                        Kavanaugh              T0032   \n",
+       "114                JadeHelm exercise              T0032   \n",
+       "115  White Helmets: Chemical Weapons              T0032   \n",
+       "116               #HandsOffVenezuela              T0032   \n",
+       "117             Integrity Initiative              T0032   \n",
+       "118           Olympic Doping Scandal              T0032   \n",
+       "119                      Brexit vote              T0034   \n",
+       "120        US presidential elections              T0034   \n",
+       "121                        Kavanaugh              T0034   \n",
+       "122                      Brexit vote              T0035   \n",
+       "123        US presidential elections              T0035   \n",
+       "124                        Kavanaugh              T0035   \n",
+       "125                      Brexit vote              T0036   \n",
+       "126        US presidential elections              T0036   \n",
+       "127                        Kavanaugh              T0036   \n",
+       "128                      Brexit vote              T0021   \n",
+       "129        US presidential elections              T0021   \n",
+       "130          Saudi/Qatar bot dispute              T0021   \n",
+       "131        Iran Influence Operations              T0021   \n",
+       "132                      Brexit vote              T0030   \n",
+       "133        US presidential elections              T0030   \n",
+       "134              Columbian Chemicals              T0043   \n",
+       "135              Columbian Chemicals              T0024   \n",
+       "136          Saudi/Qatar bot dispute              T0024   \n",
+       "137              Columbian Chemicals              T0015   \n",
+       "138              Columbian Chemicals              T0055   \n",
+       "139              Columbian Chemicals              T0039   \n",
+       "140                    ParklandTeens              T0039   \n",
+       "141                 ConcordDiscovery              T0039   \n",
+       "142                PhilippinesExpert              T0045   \n",
+       "143                PhilippinesExpert              T0052   \n",
+       "144               MH17 investigation              T0052   \n",
+       "145  White Helmets: Chemical Weapons              T0052   \n",
+       "146               #HandsOffVenezuela              T0052   \n",
+       "147           Olympic Doping Scandal              T0052   \n",
+       "148                    ParklandTeens              T0020   \n",
+       "149        US presidential elections              T0020   \n",
+       "150                        Kavanaugh              T0020   \n",
+       "151                JadeHelm exercise              T0020   \n",
+       "152                 ConcordDiscovery              T0025   \n",
+       "153                 ConcordDiscovery              T0025   \n",
+       "154        US presidential elections              T0025   \n",
+       "155                     #Macronleaks              T0025   \n",
+       "156             Integrity Initiative              T0025   \n",
+       "157                 ConcordDiscovery              T0044   \n",
+       "158        US presidential elections              T0033   \n",
+       "159                        Kavanaugh              T0033   \n",
+       "160        US presidential elections              T0016   \n",
+       "161               MH17 investigation              T0001   \n",
+       "162                      Sea of Azov              T0001   \n",
+       "163                      Sea of Azov              T0001   \n",
+       "164  White Helmets: Chemical Weapons              T0001   \n",
+       "165          China Huawei CFO Arrest              T0001   \n",
+       "166          China Huawei CFO Arrest              T0001   \n",
+       "167           Olympic Doping Scandal              T0001   \n",
+       "168               MH17 investigation              T0040   \n",
+       "169                      Sea of Azov              T0040   \n",
+       "170                China 50cent Army              T0049   \n",
+       "171           DibaFacebookExpedition              T0049   \n",
+       "172           DibaFacebookExpedition              T0049   \n",
+       "173                China 50cent Army              T0051   \n",
+       "174                China 50cent Army              T0050   \n",
+       "175          China Huawei CFO Arrest              T0050   \n",
+       "176                China 50cent Army              T0047   \n",
+       "177                China 50cent Army              T0048   \n",
+       "178                China 50cent Army              T0002   \n",
+       "179           DibaFacebookExpedition              T0002   \n",
+       "180          Saudi/Qatar bot dispute              T0011   \n",
+       "181                JadeHelm exercise              T0009   \n",
+       "182                      Sea of Azov              T0023   \n",
+       "183          China Huawei CFO Arrest              T0023   \n",
+       "184        Iran Influence Operations              T0022   \n",
+       "185        Iran Influence Operations              T0008   \n",
+       "\n",
+       "                                        name_technique  \n",
+       "0                                    Paid targeted ads  \n",
+       "1                                    Paid targeted ads  \n",
+       "2                                    Paid targeted ads  \n",
+       "3                               Promote online funding  \n",
+       "4                       Generate information pollution  \n",
+       "5                       Generate information pollution  \n",
+       "6                       Generate information pollution  \n",
+       "7                       Generate information pollution  \n",
+       "8                       Generate information pollution  \n",
+       "9                       Generate information pollution  \n",
+       "10                      Generate information pollution  \n",
+       "11                      Generate information pollution  \n",
+       "12                      Generate information pollution  \n",
+       "13                      Generate information pollution  \n",
+       "14                      Generate information pollution  \n",
+       "15                      Generate information pollution  \n",
+       "16   Dedicated channels disseminate information pol...  \n",
+       "17   Dedicated channels disseminate information pol...  \n",
+       "18   Dedicated channels disseminate information pol...  \n",
+       "19   Dedicated channels disseminate information pol...  \n",
+       "20   Dedicated channels disseminate information pol...  \n",
+       "21   Dedicated channels disseminate information pol...  \n",
+       "22   Dedicated channels disseminate information pol...  \n",
+       "23   Dedicated channels disseminate information pol...  \n",
+       "24   Dedicated channels disseminate information pol...  \n",
+       "25   Dedicated channels disseminate information pol...  \n",
+       "26   Dedicated channels disseminate information pol...  \n",
+       "27   Dedicated channels disseminate information pol...  \n",
+       "28   Dedicated channels disseminate information pol...  \n",
+       "29                          Search Engine Optimization  \n",
+       "30                          Search Engine Optimization  \n",
+       "31                          Search Engine Optimization  \n",
+       "32                          Search Engine Optimization  \n",
+       "33                          Search Engine Optimization  \n",
+       "34                          Search Engine Optimization  \n",
+       "35                          Search Engine Optimization  \n",
+       "36                          Search Engine Optimization  \n",
+       "37                          Search Engine Optimization  \n",
+       "38                          Search Engine Optimization  \n",
+       "39                          Search Engine Optimization  \n",
+       "40                          Search Engine Optimization  \n",
+       "41                                  Legacy web content  \n",
+       "42                                  Legacy web content  \n",
+       "43                                  Legacy web content  \n",
+       "44                                Twitter bots amplify  \n",
+       "45                                Twitter bots amplify  \n",
+       "46                                Twitter bots amplify  \n",
+       "47                                Twitter bots amplify  \n",
+       "48                                Twitter bots amplify  \n",
+       "49                                Twitter bots amplify  \n",
+       "50                                Twitter bots amplify  \n",
+       "51                                Twitter bots amplify  \n",
+       "52                                Twitter bots amplify  \n",
+       "53                                Twitter bots amplify  \n",
+       "54                                Twitter bots amplify  \n",
+       "55                                Twitter bots amplify  \n",
+       "56                                Twitter bots amplify  \n",
+       "57                                Twitter bots amplify  \n",
+       "58                                Twitter bots amplify  \n",
+       "59               Twitter trolls amplify and manipulate  \n",
+       "60               Twitter trolls amplify and manipulate  \n",
+       "61               Twitter trolls amplify and manipulate  \n",
+       "62               Twitter trolls amplify and manipulate  \n",
+       "63               Twitter trolls amplify and manipulate  \n",
+       "64               Twitter trolls amplify and manipulate  \n",
+       "65               Twitter trolls amplify and manipulate  \n",
+       "66               Twitter trolls amplify and manipulate  \n",
+       "67               Twitter trolls amplify and manipulate  \n",
+       "68               Twitter trolls amplify and manipulate  \n",
+       "69               Twitter trolls amplify and manipulate  \n",
+       "70               Twitter trolls amplify and manipulate  \n",
+       "71               Twitter trolls amplify and manipulate  \n",
+       "72               Twitter trolls amplify and manipulate  \n",
+       "73   Create fake Social Media Profiles / Pages / Gr...  \n",
+       "74   Create fake Social Media Profiles / Pages / Gr...  \n",
+       "75   Create fake Social Media Profiles / Pages / Gr...  \n",
+       "76   Create fake Social Media Profiles / Pages / Gr...  \n",
+       "77   Create fake Social Media Profiles / Pages / Gr...  \n",
+       "78   Create fake Social Media Profiles / Pages / Gr...  \n",
+       "79   Create fake Social Media Profiles / Pages / Gr...  \n",
+       "80   Create fake Social Media Profiles / Pages / Gr...  \n",
+       "81                  Organise remote rallies and events  \n",
+       "82                  Organise remote rallies and events  \n",
+       "83                  Organise remote rallies and events  \n",
+       "84                  Organise remote rallies and events  \n",
+       "85                  Organise remote rallies and events  \n",
+       "86                             Manipulate online polls  \n",
+       "87                             Manipulate online polls  \n",
+       "88                           Cultivate ignorant agents  \n",
+       "89                           Cultivate ignorant agents  \n",
+       "90                           Cultivate ignorant agents  \n",
+       "91                           Cultivate ignorant agents  \n",
+       "92                           Cultivate ignorant agents  \n",
+       "93                           Cultivate ignorant agents  \n",
+       "94                           Cultivate ignorant agents  \n",
+       "95                           Cultivate ignorant agents  \n",
+       "96                           Cultivate ignorant agents  \n",
+       "97                           Cultivate ignorant agents  \n",
+       "98                           Cultivate ignorant agents  \n",
+       "99                                             YouTube  \n",
+       "100                                            YouTube  \n",
+       "101                                            YouTube  \n",
+       "102                                            YouTube  \n",
+       "103                                            YouTube  \n",
+       "104                                            YouTube  \n",
+       "105                                            YouTube  \n",
+       "106                                            YouTube  \n",
+       "107                                            YouTube  \n",
+       "108                                            YouTube  \n",
+       "109                                             Reddit  \n",
+       "110                                             Reddit  \n",
+       "111                                             Reddit  \n",
+       "112                                             Reddit  \n",
+       "113                                             Reddit  \n",
+       "114                                             Reddit  \n",
+       "115                                             Reddit  \n",
+       "116                                             Reddit  \n",
+       "117                                             Reddit  \n",
+       "118                                             Reddit  \n",
+       "119                                           LinkedIn  \n",
+       "120                                           LinkedIn  \n",
+       "121                                           LinkedIn  \n",
+       "122                                          Pinterest  \n",
+       "123                                          Pinterest  \n",
+       "124                                          Pinterest  \n",
+       "125                                           WhatsApp  \n",
+       "126                                           WhatsApp  \n",
+       "127                                           WhatsApp  \n",
+       "128                                              Memes  \n",
+       "129                                              Memes  \n",
+       "130                                              Memes  \n",
+       "131                                              Memes  \n",
+       "132                                  Backstop personas  \n",
+       "133                                  Backstop personas  \n",
+       "134                       Use SMS/ WhatsApp/ Chat apps  \n",
+       "135                      Create fake videos and images  \n",
+       "136                      Create fake videos and images  \n",
+       "137                                     Create hashtag  \n",
+       "138                                        Use hashtag  \n",
+       "139                        Bait legitimate influencers  \n",
+       "140                        Bait legitimate influencers  \n",
+       "141                        Bait legitimate influencers  \n",
+       "142                                   Use fake experts  \n",
+       "143                        Tertiary sites amplify news  \n",
+       "144                        Tertiary sites amplify news  \n",
+       "145                        Tertiary sites amplify news  \n",
+       "146                        Tertiary sites amplify news  \n",
+       "147                        Tertiary sites amplify news  \n",
+       "148                                      Trial content  \n",
+       "149                                      Trial content  \n",
+       "150                                      Trial content  \n",
+       "151                                      Trial content  \n",
+       "152                             Leak altered documents  \n",
+       "153                             Leak altered documents  \n",
+       "154                             Leak altered documents  \n",
+       "155                             Leak altered documents  \n",
+       "156                             Leak altered documents  \n",
+       "157                                   Seed distortions  \n",
+       "158                                          Instagram  \n",
+       "159                                          Instagram  \n",
+       "160                                          Clickbait  \n",
+       "161   5Ds (dismiss, distort, distract, dismay, divide)  \n",
+       "162   5Ds (dismiss, distort, distract, dismay, divide)  \n",
+       "163   5Ds (dismiss, distort, distract, dismay, divide)  \n",
+       "164   5Ds (dismiss, distort, distract, dismay, divide)  \n",
+       "165   5Ds (dismiss, distort, distract, dismay, divide)  \n",
+       "166   5Ds (dismiss, distort, distract, dismay, divide)  \n",
+       "167   5Ds (dismiss, distort, distract, dismay, divide)  \n",
+       "168                        Demand unsurmountable proof  \n",
+       "169                        Demand unsurmountable proof  \n",
+       "170                                           Flooding  \n",
+       "171                                           Flooding  \n",
+       "172                                           Flooding  \n",
+       "173                     Fabricate social media comment  \n",
+       "174             Cheerleading domestic social media ops  \n",
+       "175             Cheerleading domestic social media ops  \n",
+       "176           Muzzle social media as a political force  \n",
+       "177                         Cow online opinion leaders  \n",
+       "178                        Facilitate State Propaganda  \n",
+       "179                        Facilitate State Propaganda  \n",
+       "180                          Hijack legitimate account  \n",
+       "181                                Create fake experts  \n",
+       "182                                      Distort facts  \n",
+       "183                                      Distort facts  \n",
+       "184                              Conspiracy narratives  \n",
+       "185                 Create fake or imposter news sites  "
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Check which amitt variables we can see from here\n",
+    "print('{}\\n'.format(vars(amitt).keys()))\n",
+    "testdfname = 'it'\n",
+    "testdf = vars(amitt)[testdfname]\n",
+    "print('{} columns: {}'.format(testdfname, testdf.columns))\n",
+    "testdf"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>amitt_id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>summary</th>\n",
+       "      <th>incident_id</th>\n",
+       "      <th>technique_id</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>IT00000001</td>\n",
+       "      <td>buy FB targeted ads</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0018</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>IT00000010</td>\n",
+       "      <td>Targeted FB paid ads</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0018</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>IT00000057</td>\n",
+       "      <td>Targeted FB paid ads</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0018</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>IT00000002</td>\n",
+       "      <td>Promote \"funding\" campaign</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0017</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>IT00000003</td>\n",
+       "      <td>create web-site - information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>IT00000014</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>IT00000031</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>IT00000037</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>IT00000061</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>IT00000082</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>IT00000094</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>IT00000120</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>IT00000137</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>IT00000146</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>IT00000156</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>IT00000180</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>IT00000004</td>\n",
+       "      <td>create web-site - information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>IT00000015</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>IT00000032</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>IT00000038</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>IT00000062</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>IT00000083</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>IT00000095</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>IT00000121</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>IT00000138</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>IT00000147</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>IT00000157</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>IT00000162</td>\n",
+       "      <td>State-run media seeds foreign influence enviro...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>IT00000181</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>IT00000005</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>IT00000022</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>IT00000043</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>IT00000071</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>IT00000085</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>IT00000103</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>IT00000125</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>IT00000140</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>IT00000149</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>IT00000161</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>IT00000172</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>IT00000183</td>\n",
+       "      <td>SEO optimisation/manipulation (\"key words\")</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>IT00000006</td>\n",
+       "      <td>legacy web content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0058</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>IT00000007</td>\n",
+       "      <td>hard to remove content and/or campaign/exploit...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0058</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>IT00000176</td>\n",
+       "      <td>legacy web content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0058</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>IT00000008</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>IT00000034</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>IT00000041</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>IT00000055</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>IT00000076</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49</th>\n",
+       "      <td>IT00000079</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>IT00000090</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>IT00000115</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>IT00000118</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53</th>\n",
+       "      <td>IT00000131</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54</th>\n",
+       "      <td>IT00000134</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55</th>\n",
+       "      <td>IT00000144</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56</th>\n",
+       "      <td>IT00000154</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57</th>\n",
+       "      <td>IT00000169</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58</th>\n",
+       "      <td>IT00000177</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59</th>\n",
+       "      <td>IT00000009</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60</th>\n",
+       "      <td>IT00000035</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61</th>\n",
+       "      <td>IT00000042</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>IT00000056</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63</th>\n",
+       "      <td>IT00000077</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>IT00000080</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65</th>\n",
+       "      <td>IT00000091</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66</th>\n",
+       "      <td>IT00000119</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67</th>\n",
+       "      <td>IT00000132</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>IT00000135</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>IT00000145</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70</th>\n",
+       "      <td>IT00000155</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71</th>\n",
+       "      <td>IT00000170</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72</th>\n",
+       "      <td>IT00000178</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0053</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73</th>\n",
+       "      <td>IT00000011</td>\n",
+       "      <td>Fake FB groups + dark content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0007</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74</th>\n",
+       "      <td>IT00000029</td>\n",
+       "      <td>Fake twitter profiles to amplify</td>\n",
+       "      <td>Twitter bots used to drive visbility</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>T0007</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75</th>\n",
+       "      <td>IT00000039</td>\n",
+       "      <td>FB pages</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0007</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76</th>\n",
+       "      <td>IT00000045</td>\n",
+       "      <td>FB pages/groups/profiles</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0007</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77</th>\n",
+       "      <td>IT00000058</td>\n",
+       "      <td>Fake FB groups + dark content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0007</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78</th>\n",
+       "      <td>IT00000078</td>\n",
+       "      <td>Fake FB groups/pages/profiles + dark content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0007</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79</th>\n",
+       "      <td>IT00000092</td>\n",
+       "      <td>Fake FB groups/pages/profiles</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0007</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80</th>\n",
+       "      <td>IT00000171</td>\n",
+       "      <td>Fake FB groups/pages/profiles + dark content (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0007</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81</th>\n",
+       "      <td>IT00000012</td>\n",
+       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0057</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82</th>\n",
+       "      <td>IT00000059</td>\n",
+       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0057</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83</th>\n",
+       "      <td>IT00000093</td>\n",
+       "      <td>Digital to physical \"organize+promote\" rallies...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0057</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84</th>\n",
+       "      <td>IT00000164</td>\n",
+       "      <td>Events coordinated and promoted across media p...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>T0057</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85</th>\n",
+       "      <td>IT00000166</td>\n",
+       "      <td>Extend digital the physical space… gatherings ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>T0057</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86</th>\n",
+       "      <td>IT00000013</td>\n",
+       "      <td>manipulate social media \"online polls\"?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0029</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87</th>\n",
+       "      <td>IT00000060</td>\n",
+       "      <td>manipulate social media \"online polls\"?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0029</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
+       "      <td>IT00000016</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89</th>\n",
+       "      <td>IT00000033</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90</th>\n",
+       "      <td>IT00000044</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91</th>\n",
+       "      <td>IT00000063</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>IT00000084</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>IT00000104</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94</th>\n",
+       "      <td>IT00000126</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95</th>\n",
+       "      <td>IT00000139</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96</th>\n",
+       "      <td>IT00000148</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97</th>\n",
+       "      <td>IT00000158</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98</th>\n",
+       "      <td>IT00000182</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99</th>\n",
+       "      <td>IT00000017</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100</th>\n",
+       "      <td>IT00000046</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101</th>\n",
+       "      <td>IT00000064</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102</th>\n",
+       "      <td>IT00000087</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103</th>\n",
+       "      <td>IT00000096</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104</th>\n",
+       "      <td>IT00000122</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105</th>\n",
+       "      <td>IT00000142</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106</th>\n",
+       "      <td>IT00000151</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107</th>\n",
+       "      <td>IT00000159</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108</th>\n",
+       "      <td>IT00000185</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0031</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109</th>\n",
+       "      <td>IT00000018</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110</th>\n",
+       "      <td>IT00000047</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111</th>\n",
+       "      <td>IT00000065</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112</th>\n",
+       "      <td>IT00000088</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113</th>\n",
+       "      <td>IT00000097</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114</th>\n",
+       "      <td>IT00000123</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115</th>\n",
+       "      <td>IT00000143</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116</th>\n",
+       "      <td>IT00000152</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117</th>\n",
+       "      <td>IT00000160</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118</th>\n",
+       "      <td>IT00000186</td>\n",
+       "      <td>YouTube; Reddit;</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0032</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119</th>\n",
+       "      <td>IT00000019</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0034</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120</th>\n",
+       "      <td>IT00000067</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0034</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121</th>\n",
+       "      <td>IT00000099</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0034</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122</th>\n",
+       "      <td>IT00000020</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0035</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123</th>\n",
+       "      <td>IT00000068</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0035</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124</th>\n",
+       "      <td>IT00000100</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0035</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125</th>\n",
+       "      <td>IT00000021</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
+       "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0036</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126</th>\n",
+       "      <td>IT00000069</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0036</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127</th>\n",
+       "      <td>IT00000101</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0036</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128</th>\n",
+       "      <td>IT00000023</td>\n",
+       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
+       "      <td>Meme that ISIS was responsible for a local che...</td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0021</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129</th>\n",
+       "      <td>IT00000072</td>\n",
+       "      <td>Memes... anti-immigration; euroskepticism; fea...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0021</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130</th>\n",
+       "      <td>IT00000117</td>\n",
+       "      <td>memes</td>\n",
+       "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>T0021</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131</th>\n",
+       "      <td>IT00000173</td>\n",
+       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0021</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132</th>\n",
+       "      <td>IT00000024</td>\n",
+       "      <td>Backstop personas</td>\n",
+       "      <td>Wikipedia fake persona \"AmandaGray91\".</td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0030</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133</th>\n",
+       "      <td>IT00000074</td>\n",
+       "      <td>Backstop personas</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0030</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134</th>\n",
+       "      <td>IT00000025</td>\n",
+       "      <td>Use SMS/text messages</td>\n",
+       "      <td>SMS messages sent to local residents</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>T0043</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135</th>\n",
+       "      <td>IT00000026</td>\n",
+       "      <td>Fake video/images</td>\n",
+       "      <td>Fake youtube video of ISIS claiming responsibi...</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>T0024</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136</th>\n",
+       "      <td>IT00000116</td>\n",
+       "      <td>photoshopped/fake images</td>\n",
+       "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>T0024</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137</th>\n",
+       "      <td>IT00000027</td>\n",
+       "      <td>Create and use hashtag</td>\n",
+       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>T0015</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138</th>\n",
+       "      <td>IT00000028</td>\n",
+       "      <td>Create and use hashtag</td>\n",
+       "      <td>Main hashtag used was #ColumbianChemicals</td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>T0055</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139</th>\n",
+       "      <td>IT00000030</td>\n",
+       "      <td>bait journalists/media/politicians</td>\n",
+       "      <td></td>\n",
+       "      <td>I00006</td>\n",
+       "      <td>T0039</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140</th>\n",
+       "      <td>IT00000049</td>\n",
+       "      <td>journalist/media baiting</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0039</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141</th>\n",
+       "      <td>IT00000053</td>\n",
+       "      <td>journalist/media baiting</td>\n",
+       "      <td></td>\n",
+       "      <td>I00015</td>\n",
+       "      <td>T0039</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142</th>\n",
+       "      <td>IT00000036</td>\n",
+       "      <td>Using \"expert\"</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0045</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143</th>\n",
+       "      <td>IT00000040</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0052</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144</th>\n",
+       "      <td>IT00000086</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0052</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145</th>\n",
+       "      <td>IT00000141</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0052</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146</th>\n",
+       "      <td>IT00000150</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Mi...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0052</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147</th>\n",
+       "      <td>IT00000184</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0052</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148</th>\n",
+       "      <td>IT00000048</td>\n",
+       "      <td>4Chan/8Chan - trial content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0020</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149</th>\n",
+       "      <td>IT00000070</td>\n",
+       "      <td>4Chan/8Chan - trial content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0020</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150</th>\n",
+       "      <td>IT00000102</td>\n",
+       "      <td>4Chan/8Chan - trial content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0020</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151</th>\n",
+       "      <td>IT00000124</td>\n",
+       "      <td>4Chan/8Chan - trial content</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0020</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152</th>\n",
+       "      <td>IT00000050</td>\n",
+       "      <td>Forge ('release' altered hacked documents)</td>\n",
+       "      <td></td>\n",
+       "      <td>I00015</td>\n",
+       "      <td>T0025</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153</th>\n",
+       "      <td>IT00000051</td>\n",
+       "      <td>hack/leak/manipulate/distort</td>\n",
+       "      <td></td>\n",
+       "      <td>I00015</td>\n",
+       "      <td>T0025</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154</th>\n",
+       "      <td>IT00000054</td>\n",
+       "      <td>hack/leak/manipulate/distort</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0025</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155</th>\n",
+       "      <td>IT00000075</td>\n",
+       "      <td>hack/leak/manipulate/distort</td>\n",
+       "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0025</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156</th>\n",
+       "      <td>IT00000153</td>\n",
+       "      <td>hack/leak/manipulate/distort</td>\n",
+       "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0025</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157</th>\n",
+       "      <td>IT00000052</td>\n",
+       "      <td>Circulate to media via DM, then release publicly</td>\n",
+       "      <td></td>\n",
+       "      <td>I00015</td>\n",
+       "      <td>T0044</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158</th>\n",
+       "      <td>IT00000066</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0033</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159</th>\n",
+       "      <td>IT00000098</td>\n",
+       "      <td>YouTube; Reddit; (Instagram, LinkedIn; Pintere...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0033</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160</th>\n",
+       "      <td>IT00000073</td>\n",
+       "      <td>Click-bait (economic actors) fake news sites (...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0016</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161</th>\n",
+       "      <td>IT00000081</td>\n",
+       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162</th>\n",
+       "      <td>IT00000128</td>\n",
+       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163</th>\n",
+       "      <td>IT00000129</td>\n",
+       "      <td>Russian FSB security service blamed Ukraine fo...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164</th>\n",
+       "      <td>IT00000136</td>\n",
+       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165</th>\n",
+       "      <td>IT00000167</td>\n",
+       "      <td>China also plays victim, innocence, plays by r...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>T0001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166</th>\n",
+       "      <td>IT00000168</td>\n",
+       "      <td>Chinese ambassador Lu Shaye accused Canada of ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>T0001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167</th>\n",
+       "      <td>IT00000179</td>\n",
+       "      <td>4 D's (dismiss, distort, distract, dismay...Of...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168</th>\n",
+       "      <td>IT00000089</td>\n",
+       "      <td>Demand insurmountable proof</td>\n",
+       "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0040</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169</th>\n",
+       "      <td>IT00000133</td>\n",
+       "      <td>Demand insurmountable proof</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0040</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170</th>\n",
+       "      <td>IT00000105</td>\n",
+       "      <td>2,000,000 people (est.) part of state run/spon...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>T0049</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171</th>\n",
+       "      <td>IT00000112</td>\n",
+       "      <td>flood the Facebook pages of Taiwanese politici...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00034</td>\n",
+       "      <td>T0049</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172</th>\n",
+       "      <td>IT00000113</td>\n",
+       "      <td>Democratic Progressive Party (DPP), attracted ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00034</td>\n",
+       "      <td>T0049</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173</th>\n",
+       "      <td>IT00000106</td>\n",
+       "      <td>fabricated social media comment</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>T0051</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174</th>\n",
+       "      <td>IT00000107</td>\n",
+       "      <td>domestic social media influence operations foc...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>T0050</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175</th>\n",
+       "      <td>IT00000165</td>\n",
+       "      <td>Extend digital the physical space… gatherings ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>T0050</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176</th>\n",
+       "      <td>IT00000108</td>\n",
+       "      <td>cow online opinion leaders into submission, mu...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>T0047</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177</th>\n",
+       "      <td>IT00000109</td>\n",
+       "      <td>cow online opinion leaders into submission, mu...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>T0048</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178</th>\n",
+       "      <td>IT00000110</td>\n",
+       "      <td>facilitate state propaganda and defuse crises</td>\n",
+       "      <td></td>\n",
+       "      <td>I00033</td>\n",
+       "      <td>T0002</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179</th>\n",
+       "      <td>IT00000111</td>\n",
+       "      <td>Netizens from one of the largest discussion fo...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00034</td>\n",
+       "      <td>T0002</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180</th>\n",
+       "      <td>IT00000114</td>\n",
+       "      <td>“hack” of Qatar’s official news agency</td>\n",
+       "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>T0011</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181</th>\n",
+       "      <td>IT00000127</td>\n",
+       "      <td>Promote fake “experts” with impressive (and sc...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0009</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182</th>\n",
+       "      <td>IT00000130</td>\n",
+       "      <td>(Distort) Kremlin-controlled RT cited Russian ...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0023</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183</th>\n",
+       "      <td>IT00000163</td>\n",
+       "      <td>Distorted, saccharine “news” about the Chinese...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00053</td>\n",
+       "      <td>T0023</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184</th>\n",
+       "      <td>IT00000174</td>\n",
+       "      <td>Memes... anti-Isreal/USA/West, conspiracy narr...</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0022</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185</th>\n",
+       "      <td>IT00000175</td>\n",
+       "      <td>Fake news/synthetic web-sites</td>\n",
+       "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0008</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       amitt_id                                               name  \\\n",
+       "0    IT00000001                                buy FB targeted ads   \n",
+       "1    IT00000010                               Targeted FB paid ads   \n",
+       "2    IT00000057                               Targeted FB paid ads   \n",
+       "3    IT00000002                         Promote \"funding\" campaign   \n",
+       "4    IT00000003            create web-site - information pollution   \n",
+       "5    IT00000014        RT & Sputnik generate information pollution   \n",
+       "6    IT00000031  RT & Sputnik generate information pollution (r...   \n",
+       "7    IT00000037       RT & Sputnik generate information pollution    \n",
+       "8    IT00000061        RT & Sputnik generate information pollution   \n",
+       "9    IT00000082  RT & Sputnik generate information pollution (s...   \n",
+       "10   IT00000094        RT & Sputnik generate information pollution   \n",
+       "11   IT00000120        RT & Sputnik generate information pollution   \n",
+       "12   IT00000137  RT & Sputnik generate information pollution (s...   \n",
+       "13   IT00000146  RT & Sputnik generate information pollution (s...   \n",
+       "14   IT00000156        RT & Sputnik generate information pollution   \n",
+       "15   IT00000180  RT & Sputnik generate information pollution (s...   \n",
+       "16   IT00000004            create web-site - information pollution   \n",
+       "17   IT00000015        RT & Sputnik generate information pollution   \n",
+       "18   IT00000032  RT & Sputnik generate information pollution (r...   \n",
+       "19   IT00000038       RT & Sputnik generate information pollution    \n",
+       "20   IT00000062        RT & Sputnik generate information pollution   \n",
+       "21   IT00000083  RT & Sputnik generate information pollution (s...   \n",
+       "22   IT00000095        RT & Sputnik generate information pollution   \n",
+       "23   IT00000121        RT & Sputnik generate information pollution   \n",
+       "24   IT00000138  RT & Sputnik generate information pollution (s...   \n",
+       "25   IT00000147  RT & Sputnik generate information pollution (s...   \n",
+       "26   IT00000157        RT & Sputnik generate information pollution   \n",
+       "27   IT00000162  State-run media seeds foreign influence enviro...   \n",
+       "28   IT00000181  RT & Sputnik generate information pollution (s...   \n",
+       "29   IT00000005        SEO optimisation/manipulation (\"key words\")   \n",
+       "30   IT00000022        SEO optimisation/manipulation (\"key words\")   \n",
+       "31   IT00000043        SEO optimisation/manipulation (\"key words\")   \n",
+       "32   IT00000071        SEO optimisation/manipulation (\"key words\")   \n",
+       "33   IT00000085        SEO optimisation/manipulation (\"key words\")   \n",
+       "34   IT00000103        SEO optimisation/manipulation (\"key words\")   \n",
+       "35   IT00000125        SEO optimisation/manipulation (\"key words\")   \n",
+       "36   IT00000140        SEO optimisation/manipulation (\"key words\")   \n",
+       "37   IT00000149        SEO optimisation/manipulation (\"key words\")   \n",
+       "38   IT00000161        SEO optimisation/manipulation (\"key words\")   \n",
+       "39   IT00000172        SEO optimisation/manipulation (\"key words\")   \n",
+       "40   IT00000183        SEO optimisation/manipulation (\"key words\")   \n",
+       "41   IT00000006                                 legacy web content   \n",
+       "42   IT00000007  hard to remove content and/or campaign/exploit...   \n",
+       "43   IT00000176                                 legacy web content   \n",
+       "44   IT00000008                  Twitter bots amplify & manipulate   \n",
+       "45   IT00000034                  Twitter bots amplify & manipulate   \n",
+       "46   IT00000041                  Twitter bots amplify & manipulate   \n",
+       "47   IT00000055                  Twitter bots amplify & manipulate   \n",
+       "48   IT00000076                  Twitter bots amplify & manipulate   \n",
+       "49   IT00000079                  Twitter bots amplify & manipulate   \n",
+       "50   IT00000090                  Twitter bots amplify & manipulate   \n",
+       "51   IT00000115                  Twitter bots amplify & manipulate   \n",
+       "52   IT00000118                  Twitter bots amplify & manipulate   \n",
+       "53   IT00000131                  Twitter bots amplify & manipulate   \n",
+       "54   IT00000134                  Twitter bots amplify & manipulate   \n",
+       "55   IT00000144                  Twitter bots amplify & manipulate   \n",
+       "56   IT00000154                  Twitter bots amplify & manipulate   \n",
+       "57   IT00000169                  Twitter bots amplify & manipulate   \n",
+       "58   IT00000177                  Twitter bots amplify & manipulate   \n",
+       "59   IT00000009                Twitter trolls amplify & manipulate   \n",
+       "60   IT00000035                Twitter trolls amplify & manipulate   \n",
+       "61   IT00000042                Twitter trolls amplify & manipulate   \n",
+       "62   IT00000056                Twitter trolls amplify & manipulate   \n",
+       "63   IT00000077                Twitter trolls amplify & manipulate   \n",
+       "64   IT00000080                Twitter trolls amplify & manipulate   \n",
+       "65   IT00000091                Twitter trolls amplify & manipulate   \n",
+       "66   IT00000119                Twitter trolls amplify & manipulate   \n",
+       "67   IT00000132                Twitter trolls amplify & manipulate   \n",
+       "68   IT00000135                Twitter trolls amplify & manipulate   \n",
+       "69   IT00000145                Twitter trolls amplify & manipulate   \n",
+       "70   IT00000155                Twitter trolls amplify & manipulate   \n",
+       "71   IT00000170                Twitter trolls amplify & manipulate   \n",
+       "72   IT00000178                Twitter trolls amplify & manipulate   \n",
+       "73   IT00000011                      Fake FB groups + dark content   \n",
+       "74   IT00000029                   Fake twitter profiles to amplify   \n",
+       "75   IT00000039                                           FB pages   \n",
+       "76   IT00000045                           FB pages/groups/profiles   \n",
+       "77   IT00000058                      Fake FB groups + dark content   \n",
+       "78   IT00000078       Fake FB groups/pages/profiles + dark content   \n",
+       "79   IT00000092                     Fake FB groups/pages/profiles    \n",
+       "80   IT00000171  Fake FB groups/pages/profiles + dark content (...   \n",
+       "81   IT00000012  Digital to physical \"organize+promote\" rallies...   \n",
+       "82   IT00000059  Digital to physical \"organize+promote\" rallies...   \n",
+       "83   IT00000093  Digital to physical \"organize+promote\" rallies...   \n",
+       "84   IT00000164  Events coordinated and promoted across media p...   \n",
+       "85   IT00000166  Extend digital the physical space… gatherings ...   \n",
+       "86   IT00000013           manipulate social media \"online polls\"?    \n",
+       "87   IT00000060           manipulate social media \"online polls\"?    \n",
+       "88   IT00000016       cultivate, manipulate, exploit useful idiots   \n",
+       "89   IT00000033  cultivate, manipulate, exploit useful idiots (...   \n",
+       "90   IT00000044  cultivate, manipulate, exploit useful idiots (...   \n",
+       "91   IT00000063       cultivate, manipulate, exploit useful idiots   \n",
+       "92   IT00000084       cultivate, manipulate, exploit useful idiots   \n",
+       "93   IT00000104  cultivate, manipulate, exploit useful idiots (...   \n",
+       "94   IT00000126  cultivate, manipulate, exploit useful idiots (...   \n",
+       "95   IT00000139  cultivate, manipulate, exploit useful idiots (...   \n",
+       "96   IT00000148  cultivate, manipulate, exploit useful idiots (...   \n",
+       "97   IT00000158       cultivate, manipulate, exploit useful idiots   \n",
+       "98   IT00000182      cultivate, manipulate, exploit useful idiots    \n",
+       "99   IT00000017    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "100  IT00000046                                    YouTube; Reddit   \n",
+       "101  IT00000064  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "102  IT00000087                                  YouTube; Reddit;    \n",
+       "103  IT00000096  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "104  IT00000122                                    YouTube; Reddit   \n",
+       "105  IT00000142                                  YouTube; Reddit;    \n",
+       "106  IT00000151                                  YouTube; Reddit;    \n",
+       "107  IT00000159                                    YouTube; Reddit   \n",
+       "108  IT00000185                                  YouTube; Reddit;    \n",
+       "109  IT00000018    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "110  IT00000047                                    YouTube; Reddit   \n",
+       "111  IT00000065  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "112  IT00000088                                  YouTube; Reddit;    \n",
+       "113  IT00000097  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "114  IT00000123                                    YouTube; Reddit   \n",
+       "115  IT00000143                                  YouTube; Reddit;    \n",
+       "116  IT00000152                                  YouTube; Reddit;    \n",
+       "117  IT00000160                                    YouTube; Reddit   \n",
+       "118  IT00000186                                  YouTube; Reddit;    \n",
+       "119  IT00000019    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "120  IT00000067  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "121  IT00000099  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "122  IT00000020    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "123  IT00000068  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "124  IT00000100  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "125  IT00000021    YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?   \n",
+       "126  IT00000069  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "127  IT00000101  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "128  IT00000023  Memes... anti-immigration; euroskepticism; fea...   \n",
+       "129  IT00000072  Memes... anti-immigration; euroskepticism; fea...   \n",
+       "130  IT00000117                                              memes   \n",
+       "131  IT00000173  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
+       "132  IT00000024                                  Backstop personas   \n",
+       "133  IT00000074                                  Backstop personas   \n",
+       "134  IT00000025                              Use SMS/text messages   \n",
+       "135  IT00000026                                  Fake video/images   \n",
+       "136  IT00000116                           photoshopped/fake images   \n",
+       "137  IT00000027                             Create and use hashtag   \n",
+       "138  IT00000028                             Create and use hashtag   \n",
+       "139  IT00000030                 bait journalists/media/politicians   \n",
+       "140  IT00000049                           journalist/media baiting   \n",
+       "141  IT00000053                           journalist/media baiting   \n",
+       "142  IT00000036                                     Using \"expert\"   \n",
+       "143  IT00000040  News circulated/amplifed by tertiary sites (Ru...   \n",
+       "144  IT00000086  News circulated/amplifed by tertiary sites (Ru...   \n",
+       "145  IT00000141  News circulated/amplifed by tertiary sites (Ru...   \n",
+       "146  IT00000150  News circulated/amplifed by tertiary sites (Mi...   \n",
+       "147  IT00000184  News circulated/amplifed by tertiary sites (Ru...   \n",
+       "148  IT00000048                        4Chan/8Chan - trial content   \n",
+       "149  IT00000070                        4Chan/8Chan - trial content   \n",
+       "150  IT00000102                        4Chan/8Chan - trial content   \n",
+       "151  IT00000124                        4Chan/8Chan - trial content   \n",
+       "152  IT00000050         Forge ('release' altered hacked documents)   \n",
+       "153  IT00000051                       hack/leak/manipulate/distort   \n",
+       "154  IT00000054                       hack/leak/manipulate/distort   \n",
+       "155  IT00000075                       hack/leak/manipulate/distort   \n",
+       "156  IT00000153                       hack/leak/manipulate/distort   \n",
+       "157  IT00000052   Circulate to media via DM, then release publicly   \n",
+       "158  IT00000066  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "159  IT00000098  YouTube; Reddit; (Instagram, LinkedIn; Pintere...   \n",
+       "160  IT00000073  Click-bait (economic actors) fake news sites (...   \n",
+       "161  IT00000081  4 D's (dismiss, distort, distract, dismay...Of...   \n",
+       "162  IT00000128  4 D's (dismiss, distort, distract, dismay...Of...   \n",
+       "163  IT00000129  Russian FSB security service blamed Ukraine fo...   \n",
+       "164  IT00000136  4 D's (dismiss, distort, distract, dismay...Of...   \n",
+       "165  IT00000167  China also plays victim, innocence, plays by r...   \n",
+       "166  IT00000168  Chinese ambassador Lu Shaye accused Canada of ...   \n",
+       "167  IT00000179  4 D's (dismiss, distort, distract, dismay...Of...   \n",
+       "168  IT00000089                        Demand insurmountable proof   \n",
+       "169  IT00000133                        Demand insurmountable proof   \n",
+       "170  IT00000105  2,000,000 people (est.) part of state run/spon...   \n",
+       "171  IT00000112  flood the Facebook pages of Taiwanese politici...   \n",
+       "172  IT00000113  Democratic Progressive Party (DPP), attracted ...   \n",
+       "173  IT00000106                    fabricated social media comment   \n",
+       "174  IT00000107  domestic social media influence operations foc...   \n",
+       "175  IT00000165  Extend digital the physical space… gatherings ...   \n",
+       "176  IT00000108  cow online opinion leaders into submission, mu...   \n",
+       "177  IT00000109  cow online opinion leaders into submission, mu...   \n",
+       "178  IT00000110      facilitate state propaganda and defuse crises   \n",
+       "179  IT00000111  Netizens from one of the largest discussion fo...   \n",
+       "180  IT00000114             “hack” of Qatar’s official news agency   \n",
+       "181  IT00000127  Promote fake “experts” with impressive (and sc...   \n",
+       "182  IT00000130  (Distort) Kremlin-controlled RT cited Russian ...   \n",
+       "183  IT00000163  Distorted, saccharine “news” about the Chinese...   \n",
+       "184  IT00000174  Memes... anti-Isreal/USA/West, conspiracy narr...   \n",
+       "185  IT00000175                      Fake news/synthetic web-sites   \n",
+       "\n",
+       "                                               summary incident_id  \\\n",
+       "0                                                           I00002   \n",
+       "1                                                           I00005   \n",
+       "2                                                           I00017   \n",
+       "3                                                           I00002   \n",
+       "4                                                           I00002   \n",
+       "5                                                           I00005   \n",
+       "6                                                           I00007   \n",
+       "7                                                           I00009   \n",
+       "8                                                           I00017   \n",
+       "9                                                           I00029   \n",
+       "10                                                          I00032   \n",
+       "11                                                          I00044   \n",
+       "12                                                          I00049   \n",
+       "13                                                          I00050   \n",
+       "14                                                          I00051   \n",
+       "15                                                          I00063   \n",
+       "16                                                          I00002   \n",
+       "17                                                          I00005   \n",
+       "18                                                          I00007   \n",
+       "19                                                          I00009   \n",
+       "20                                                          I00017   \n",
+       "21                                                          I00029   \n",
+       "22                                                          I00032   \n",
+       "23                                                          I00044   \n",
+       "24                                                          I00049   \n",
+       "25                                                          I00050   \n",
+       "26                                                          I00051   \n",
+       "27                                                          I00053   \n",
+       "28                                                          I00063   \n",
+       "29                                                          I00002   \n",
+       "30                                                          I00005   \n",
+       "31                                                          I00010   \n",
+       "32                                                          I00017   \n",
+       "33                                                          I00029   \n",
+       "34                                                          I00032   \n",
+       "35                                                          I00044   \n",
+       "36                                                          I00049   \n",
+       "37                                                          I00050   \n",
+       "38                                                          I00051   \n",
+       "39                                                          I00056   \n",
+       "40                                                          I00063   \n",
+       "41                                                          I00002   \n",
+       "42                                                          I00002   \n",
+       "43                                                          I00056   \n",
+       "44                                                          I00005   \n",
+       "45                                                          I00007   \n",
+       "46                                                          I00010   \n",
+       "47                                                          I00017   \n",
+       "48                                                          I00022   \n",
+       "49                                                          I00029   \n",
+       "50                                                          I00032   \n",
+       "51                                                          I00042   \n",
+       "52                                                          I00044   \n",
+       "53                                                          I00047   \n",
+       "54                                                          I00049   \n",
+       "55                                                          I00050   \n",
+       "56                                                          I00051   \n",
+       "57                                                          I00056   \n",
+       "58                                                          I00063   \n",
+       "59                                                          I00005   \n",
+       "60                                                          I00007   \n",
+       "61                                                          I00010   \n",
+       "62                                                          I00017   \n",
+       "63                                                          I00022   \n",
+       "64                                                          I00029   \n",
+       "65                                                          I00032   \n",
+       "66                                                          I00044   \n",
+       "67                                                          I00047   \n",
+       "68                                                          I00049   \n",
+       "69                                                          I00050   \n",
+       "70                                                          I00051   \n",
+       "71                                                          I00056   \n",
+       "72                                                          I00063   \n",
+       "73                                                          I00005   \n",
+       "74                Twitter bots used to drive visbility      I00006   \n",
+       "75                                                          I00009   \n",
+       "76                                                          I00010   \n",
+       "77                                                          I00017   \n",
+       "78                                                          I00022   \n",
+       "79                                                          I00032   \n",
+       "80                                                          I00056   \n",
+       "81                                                          I00005   \n",
+       "82                                                          I00017   \n",
+       "83                                                          I00032   \n",
+       "84                                                          I00053   \n",
+       "85                                                          I00053   \n",
+       "86                                                          I00005   \n",
+       "87                                                          I00017   \n",
+       "88                                                          I00005   \n",
+       "89                                                          I00007   \n",
+       "90                                                          I00010   \n",
+       "91                                                          I00017   \n",
+       "92                                                          I00029   \n",
+       "93                                                          I00032   \n",
+       "94                                                          I00044   \n",
+       "95                                                          I00049   \n",
+       "96                                                          I00050   \n",
+       "97                                                          I00051   \n",
+       "98                                                          I00063   \n",
+       "99                                                          I00005   \n",
+       "100                                                         I00010   \n",
+       "101                                                         I00017   \n",
+       "102                                                         I00029   \n",
+       "103                                                         I00032   \n",
+       "104                                                         I00044   \n",
+       "105                                                         I00049   \n",
+       "106                                                         I00050   \n",
+       "107                                                         I00051   \n",
+       "108                                                         I00063   \n",
+       "109                                                         I00005   \n",
+       "110                                                         I00010   \n",
+       "111                                                         I00017   \n",
+       "112                                                         I00029   \n",
+       "113                                                         I00032   \n",
+       "114                                                         I00044   \n",
+       "115                                                         I00049   \n",
+       "116                                                         I00050   \n",
+       "117                                                         I00051   \n",
+       "118                                                         I00063   \n",
+       "119                                                         I00005   \n",
+       "120                                                         I00017   \n",
+       "121                                                         I00032   \n",
+       "122                                                         I00005   \n",
+       "123                                                         I00017   \n",
+       "124                                                         I00032   \n",
+       "125                                                         I00005   \n",
+       "126                                                         I00017   \n",
+       "127                                                         I00032   \n",
+       "128  Meme that ISIS was responsible for a local che...      I00005   \n",
+       "129                                                         I00017   \n",
+       "130                                                         I00042   \n",
+       "131                                                         I00056   \n",
+       "132            Wikipedia fake persona \"AmandaGray91\".       I00005   \n",
+       "133                                                         I00017   \n",
+       "134               SMS messages sent to local residents      I00006   \n",
+       "135  Fake youtube video of ISIS claiming responsibi...      I00006   \n",
+       "136                                                         I00042   \n",
+       "137          Main hashtag used was #ColumbianChemicals      I00006   \n",
+       "138          Main hashtag used was #ColumbianChemicals      I00006   \n",
+       "139                                                         I00006   \n",
+       "140                                                         I00010   \n",
+       "141                                                         I00015   \n",
+       "142                                                         I00009   \n",
+       "143                                                         I00009   \n",
+       "144                                                         I00029   \n",
+       "145                                                         I00049   \n",
+       "146                                                         I00050   \n",
+       "147                                                         I00063   \n",
+       "148                                                         I00010   \n",
+       "149                                                         I00017   \n",
+       "150                                                         I00032   \n",
+       "151                                                         I00044   \n",
+       "152                                                         I00015   \n",
+       "153                                                         I00015   \n",
+       "154                                                         I00017   \n",
+       "155                                                         I00022   \n",
+       "156                                                         I00051   \n",
+       "157                                                         I00015   \n",
+       "158                                                         I00017   \n",
+       "159                                                         I00032   \n",
+       "160                                                         I00017   \n",
+       "161                                                         I00029   \n",
+       "162                                                         I00047   \n",
+       "163                                                         I00047   \n",
+       "164                                                         I00049   \n",
+       "165                                                         I00053   \n",
+       "166                                                         I00053   \n",
+       "167                                                         I00063   \n",
+       "168                                                         I00029   \n",
+       "169                                                         I00047   \n",
+       "170                                                         I00033   \n",
+       "171                                                         I00034   \n",
+       "172                                                         I00034   \n",
+       "173                                                         I00033   \n",
+       "174                                                         I00033   \n",
+       "175                                                         I00053   \n",
+       "176                                                         I00033   \n",
+       "177                                                         I00033   \n",
+       "178                                                         I00033   \n",
+       "179                                                         I00034   \n",
+       "180                                                         I00042   \n",
+       "181                                                         I00044   \n",
+       "182                                                         I00047   \n",
+       "183                                                         I00053   \n",
+       "184                                                         I00056   \n",
+       "185                                                         I00056   \n",
+       "\n",
+       "    technique_id  \n",
+       "0          T0018  \n",
+       "1          T0018  \n",
+       "2          T0018  \n",
+       "3          T0017  \n",
+       "4          T0019  \n",
+       "5          T0019  \n",
+       "6          T0019  \n",
+       "7          T0019  \n",
+       "8          T0019  \n",
+       "9          T0019  \n",
+       "10         T0019  \n",
+       "11         T0019  \n",
+       "12         T0019  \n",
+       "13         T0019  \n",
+       "14         T0019  \n",
+       "15         T0019  \n",
+       "16         T0056  \n",
+       "17         T0056  \n",
+       "18         T0056  \n",
+       "19         T0056  \n",
+       "20         T0056  \n",
+       "21         T0056  \n",
+       "22         T0056  \n",
+       "23         T0056  \n",
+       "24         T0056  \n",
+       "25         T0056  \n",
+       "26         T0056  \n",
+       "27         T0056  \n",
+       "28         T0056  \n",
+       "29         T0046  \n",
+       "30         T0046  \n",
+       "31         T0046  \n",
+       "32         T0046  \n",
+       "33         T0046  \n",
+       "34         T0046  \n",
+       "35         T0046  \n",
+       "36         T0046  \n",
+       "37         T0046  \n",
+       "38         T0046  \n",
+       "39         T0046  \n",
+       "40         T0046  \n",
+       "41         T0058  \n",
+       "42         T0058  \n",
+       "43         T0058  \n",
+       "44         T0054  \n",
+       "45         T0054  \n",
+       "46         T0054  \n",
+       "47         T0054  \n",
+       "48         T0054  \n",
+       "49         T0054  \n",
+       "50         T0054  \n",
+       "51         T0054  \n",
+       "52         T0054  \n",
+       "53         T0054  \n",
+       "54         T0054  \n",
+       "55         T0054  \n",
+       "56         T0054  \n",
+       "57         T0054  \n",
+       "58         T0054  \n",
+       "59         T0053  \n",
+       "60         T0053  \n",
+       "61         T0053  \n",
+       "62         T0053  \n",
+       "63         T0053  \n",
+       "64         T0053  \n",
+       "65         T0053  \n",
+       "66         T0053  \n",
+       "67         T0053  \n",
+       "68         T0053  \n",
+       "69         T0053  \n",
+       "70         T0053  \n",
+       "71         T0053  \n",
+       "72         T0053  \n",
+       "73         T0007  \n",
+       "74         T0007  \n",
+       "75         T0007  \n",
+       "76         T0007  \n",
+       "77         T0007  \n",
+       "78         T0007  \n",
+       "79         T0007  \n",
+       "80         T0007  \n",
+       "81         T0057  \n",
+       "82         T0057  \n",
+       "83         T0057  \n",
+       "84         T0057  \n",
+       "85         T0057  \n",
+       "86         T0029  \n",
+       "87         T0029  \n",
+       "88         T0010  \n",
+       "89         T0010  \n",
+       "90         T0010  \n",
+       "91         T0010  \n",
+       "92         T0010  \n",
+       "93         T0010  \n",
+       "94         T0010  \n",
+       "95         T0010  \n",
+       "96         T0010  \n",
+       "97         T0010  \n",
+       "98         T0010  \n",
+       "99         T0031  \n",
+       "100        T0031  \n",
+       "101        T0031  \n",
+       "102        T0031  \n",
+       "103        T0031  \n",
+       "104        T0031  \n",
+       "105        T0031  \n",
+       "106        T0031  \n",
+       "107        T0031  \n",
+       "108        T0031  \n",
+       "109        T0032  \n",
+       "110        T0032  \n",
+       "111        T0032  \n",
+       "112        T0032  \n",
+       "113        T0032  \n",
+       "114        T0032  \n",
+       "115        T0032  \n",
+       "116        T0032  \n",
+       "117        T0032  \n",
+       "118        T0032  \n",
+       "119        T0034  \n",
+       "120        T0034  \n",
+       "121        T0034  \n",
+       "122        T0035  \n",
+       "123        T0035  \n",
+       "124        T0035  \n",
+       "125        T0036  \n",
+       "126        T0036  \n",
+       "127        T0036  \n",
+       "128        T0021  \n",
+       "129        T0021  \n",
+       "130        T0021  \n",
+       "131        T0021  \n",
+       "132        T0030  \n",
+       "133        T0030  \n",
+       "134        T0043  \n",
+       "135        T0024  \n",
+       "136        T0024  \n",
+       "137        T0015  \n",
+       "138        T0055  \n",
+       "139        T0039  \n",
+       "140        T0039  \n",
+       "141        T0039  \n",
+       "142        T0045  \n",
+       "143        T0052  \n",
+       "144        T0052  \n",
+       "145        T0052  \n",
+       "146        T0052  \n",
+       "147        T0052  \n",
+       "148        T0020  \n",
+       "149        T0020  \n",
+       "150        T0020  \n",
+       "151        T0020  \n",
+       "152        T0025  \n",
+       "153        T0025  \n",
+       "154        T0025  \n",
+       "155        T0025  \n",
+       "156        T0025  \n",
+       "157        T0044  \n",
+       "158        T0033  \n",
+       "159        T0033  \n",
+       "160        T0016  \n",
+       "161        T0001  \n",
+       "162        T0001  \n",
+       "163        T0001  \n",
+       "164        T0001  \n",
+       "165        T0001  \n",
+       "166        T0001  \n",
+       "167        T0001  \n",
+       "168        T0040  \n",
+       "169        T0040  \n",
+       "170        T0049  \n",
+       "171        T0049  \n",
+       "172        T0049  \n",
+       "173        T0051  \n",
+       "174        T0050  \n",
+       "175        T0050  \n",
+       "176        T0047  \n",
+       "177        T0048  \n",
+       "178        T0002  \n",
+       "179        T0002  \n",
+       "180        T0011  \n",
+       "181        T0009  \n",
+       "182        T0023  \n",
+       "183        T0023  \n",
+       "184        T0022  \n",
+       "185        T0008  "
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "it = vars(amitt)['it'][['amitt_id', 'name', 'summary', 'amitt_id_incident', 'amitt_id_technique']].copy()\n",
+    "it.rename(columns={'amitt_id_incident':'incident_id', \n",
+    "                  'amitt_id_technique': 'technique_id'}, inplace=True)\n",
+    "it"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "incident    44\n",
+       "campaign    16\n",
+       "apt          2\n",
+       "tactic       1\n",
+       "Name: objecttype, dtype: int64"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dii = vars(amitt)['df_incidents']\n",
+    "dii['objecttype'].value_counts()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -4240,456 +7278,6 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>I00001</td>\n",
-       "      <td>Blacktivists facebook group</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Internet Research Agency created fake @blackti...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://money.cnn.com/2017/09/28/media/blackti...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00001 - Blacktivists facebook group</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>I00002</td>\n",
-       "      <td>#VaccinateUS</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>use both pro- and anti- topic messaging to cre...</td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.washingtonpost.com/science/2018/08...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00002 - #VaccinateUS</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>I00003</td>\n",
-       "      <td>Beyonce protest rallies</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>use both pro- and anti- topic messaging to cre...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.theguardian.com/us-news/2018/may/1...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00003 - Beyonce protest rallies</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>I00004</td>\n",
-       "      <td>#Macrongate</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>amplified document dump failed because France ...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>http://www.niemanlab.org/2018/09/how-france-be...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00004 - #Macrongate</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>I00005</td>\n",
-       "      <td>Brexit vote</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>In early 2014, then UK PM David Cameron outlin...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>UK</td>\n",
-       "      <td>https://www.forbes.com/sites/emmawoollacott/20...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00005 - Brexit vote</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>I00006</td>\n",
-       "      <td>Columbian Chemicals</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Early Russian (IRA) “fake news” stories. Compl...</td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://en.wikipedia.org/wiki/Columbian_Chemic...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00006 - Columbian Chemicals</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>I00007</td>\n",
-       "      <td>Incirlik terrorists</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Fake story transmitted from Russian media to T...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.politifact.com/truth-o-meter/state...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00007 - Incirlik terrorists</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>I00008</td>\n",
-       "      <td>Bujic</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Serbia</td>\n",
-       "      <td>https://www.stopfake.org/en/vencislav-the-virg...</td>\n",
-       "      <td>Serbia pro-Kremlin disinfo campaign by Vencisl...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00008 - Bujic</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>I00009</td>\n",
-       "      <td>PhilippinesExpert</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>President of the Philippine visited Moscow and...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Philippines</td>\n",
-       "      <td>https://codastory.com/disinformation/how-a-lit...</td>\n",
-       "      <td>Philippines Social Media: Russian Disinformati...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00009 - PhilippinesExpert</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>I00010</td>\n",
-       "      <td>ParklandTeens</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>IRA trolls amplified the far right messaging a...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td></td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.nytimes.com/2018/03/27/us/parkland...</td>\n",
-       "      <td>Parkland survivors</td>\n",
-       "      <td>2019-02-01</td>\n",
-       "      <td></td>\n",
-       "      <td>I00010 - ParklandTeens</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>I00011</td>\n",
-       "      <td>CovingtonTeen</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2019</td>\n",
-       "      <td></td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.wcpo.com/news/national/fact-check-...</td>\n",
-       "      <td>MAGA kid (Covington)</td>\n",
-       "      <td>2019-02-01</td>\n",
-       "      <td></td>\n",
-       "      <td>I00011 - CovingtonTeen</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>I00012</td>\n",
-       "      <td>ChinaSmog</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2011</td>\n",
-       "      <td>China</td>\n",
-       "      <td>China</td>\n",
-       "      <td>https://www.cjr.org/innovations/memes-pollutio...</td>\n",
-       "      <td>China smog (not an attack, but a counter to di...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00012 - ChinaSmog</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>I00013</td>\n",
-       "      <td>FranceBlacktivists</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://medium.com/dfrlab/trolltracker-glimpse...</td>\n",
-       "      <td>France blacktivists</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00013 - FranceBlacktivists</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>I00014</td>\n",
-       "      <td>GiletsJaunePileon</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://www.wired.com/story/co-opting-french-u...</td>\n",
-       "      <td>Russian pile-onto #GiletsJaune (and expansion ...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00014 - GiletsJaunePileon</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>I00015</td>\n",
-       "      <td>ConcordDiscovery</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>The Office of Special Counsel accused Concord ...</td>\n",
-       "      <td>2019</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.theatlantic.com/politics/archive/2...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-01</td>\n",
-       "      <td></td>\n",
-       "      <td>I00015 - ConcordDiscovery</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>I00016</td>\n",
-       "      <td>LithuanianElves</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Lithuania</td>\n",
-       "      <td>https://www.ft.com/content/b3701b12-2544-11e9-...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-01</td>\n",
-       "      <td></td>\n",
-       "      <td>I00016 - LithuanianElves</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>I00017</td>\n",
-       "      <td>US presidential elections</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>Make Clinton look bad or unpopular, and Trump ...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.dni.gov/files/documents/ICA_2017_0...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00017 - US presidential elections</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>I00018</td>\n",
-       "      <td>DNC email leak incident</td>\n",
-       "      <td>tactic</td>\n",
-       "      <td></td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td></td>\n",
-       "      <td>Channels: RU domestic, RU multilingual (RT/Spu...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00018 - DNC email leak incident</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>I00019</td>\n",
-       "      <td>MacronTiphaine</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Far-right trolls on 4chan and Twitter spreadin...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td></td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://www.buzzfeednews.com/article/ryanhates...</td>\n",
-       "      <td>Trolls OII</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00019 - MacronTiphaine</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>I00020</td>\n",
-       "      <td>3000 tanks</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://medium.com/@DFRLab/three-thousand-fake...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00020 - 3000 tanks</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>I00021</td>\n",
-       "      <td>Armenia elections</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Armenia</td>\n",
-       "      <td>https://medium.com/dfrlab/fakes-bots-and-block...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00021 - Armenia elections</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>I00022</td>\n",
-       "      <td>#Macronleaks</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Countering the spreading of an alleged 9GB of ...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://medium.com/dfrlab/hashtag-campaign-mac...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00022 - #Macronleaks</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>I00023</td>\n",
-       "      <td>#dislikemacron</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://medium.com/dfrlab/russian-and-french-t...</td>\n",
-       "      <td>unsuccessful</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00023 - #dislikemacron</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>I00024</td>\n",
-       "      <td>#syriahoax</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Syria</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://medium.com/dfrlab/how-the-alt-right-br...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00024 - #syriahoax</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>I00025</td>\n",
-       "      <td>EU Army</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Traces back to 2016: Guardian “Is there a secr...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>EU</td>\n",
-       "      <td>https://medium.com/dfrlab/spread-it-on-reddit-...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00025 - EU Army</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>I00026</td>\n",
-       "      <td>Netherlands referendum on Ukraine</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Netherlands</td>\n",
-       "      <td>https://www.washingtonpost.com/opinions/russia...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00026 - Netherlands referendum on Ukraine</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>I00027</td>\n",
-       "      <td>crucifiedboy</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Ukraine</td>\n",
-       "      <td>https://helda.helsinki.fi//bitstream/handle/10...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00027 - crucifiedboy</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>I00028</td>\n",
-       "      <td>mh17 downed</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Ukraine</td>\n",
-       "      <td>https://www.stopfake.org/en/lies-spanish-fligh...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00028 - mh17 downed</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>I00029</td>\n",
-       "      <td>MH17 investigation</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>Since the shooting down of Malaysia Airlines F...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Ukraine</td>\n",
-       "      <td>https://www.novayagazeta.ru/news/2015/05/07/11...</td>\n",
-       "      <td>Changed to campaign (still in the news, and st...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00029 - MH17 investigation</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>I00030</td>\n",
-       "      <td>LastJedi</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://slate.com/culture/2018/10/last-jedi-st...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00030 - LastJedi</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
        "      <th>30</th>\n",
        "      <td>I00031</td>\n",
        "      <td>antivax</td>\n",
@@ -4705,21 +7293,6 @@
        "      <td>I00031 - antivax</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>I00032</td>\n",
-       "      <td>Kavanaugh</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Before the Senate SCOTUS confirmation hearings...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://qz.com/1409102/russian-trolls-and-bots...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00032 - Kavanaugh</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
        "      <th>32</th>\n",
        "      <td>I00033</td>\n",
        "      <td>China 50cent Army</td>\n",
@@ -4734,969 +7307,28 @@
        "      <td>OII</td>\n",
        "      <td>I00033 - China 50cent Army</td>\n",
        "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>I00034</td>\n",
-       "      <td>DibaFacebookExpedition</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>In the Expedition, Diba engaged in a highly or...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>China</td>\n",
-       "      <td>Taiwan</td>\n",
-       "      <td>https://www.ideals.illinois.edu/handle/2142/96...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00034 - DibaFacebookExpedition</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>34</th>\n",
-       "      <td>I00035</td>\n",
-       "      <td>Brazilelections</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>Bot activity in Brazil elections</td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>https://blogs.oii.ox.ac.uk/politicalbots/wp-co...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00035 - Brazilelections</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>35</th>\n",
-       "      <td>I00036</td>\n",
-       "      <td>BrazilPresDebate</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>https://www.wilsoncenter.org/blog-post/bots-br...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00036 - BrazilPresDebate</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>I00037</td>\n",
-       "      <td>Rioelections</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>https://www1.folha.uol.com.br/poder/eleicoes-2...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00037 - Rioelections</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>I00038</td>\n",
-       "      <td>Brazilimpeachment</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>http://www.labic.net/cartografia/a-rede-das-im...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00038 - Brazilimpeachment</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>I00039</td>\n",
-       "      <td>MerkelFacebook</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Top stories about Merkel in both German and En...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td></td>\n",
-       "      <td>Germany</td>\n",
-       "      <td>https://www.buzzfeed.com/albertonardelli/hyper...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00039 - MerkelFacebook</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>39</th>\n",
-       "      <td>I00040</td>\n",
-       "      <td>modamaniSelfie</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2015</td>\n",
-       "      <td></td>\n",
-       "      <td>Germany</td>\n",
-       "      <td>https://www.nytimes.com/2017/02/06/business/sy...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00040 - modamaniSelfie</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>40</th>\n",
-       "      <td>I00041</td>\n",
-       "      <td>Refugee crime map</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td></td>\n",
-       "      <td>Germany</td>\n",
-       "      <td>https://uebermedien.de/11488/kartenlegen-mit-k...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00041 - Refugee crime map</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>I00042</td>\n",
-       "      <td>Saudi/Qatar bot dispute</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>In the summer of 2017, Twitter bots—automated ...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>SaudiArabia</td>\n",
-       "      <td>Qatar</td>\n",
-       "      <td>https://jia.sipa.columbia.edu/robot-wars-how-b...</td>\n",
-       "      <td>robot wars how bots joined battle in the gulf\"</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>MIS</td>\n",
-       "      <td>I00042 - Saudi/Qatar bot dispute</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>I00043</td>\n",
-       "      <td>FCC comments</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td></td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://gizmodo.com/how-an-investigation-of-fa...</td>\n",
-       "      <td>does this count as an incident, or is it just ...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>MIS</td>\n",
-       "      <td>I00043 - FCC comments</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>I00044</td>\n",
-       "      <td>JadeHelm exercise</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>In the summer of 2015, thousands of troops fro...</td>\n",
-       "      <td>2015</td>\n",
-       "      <td></td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.politifact.com/texas/article/2018/...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-25</td>\n",
-       "      <td>MIS</td>\n",
-       "      <td>I00044 - JadeHelm exercise</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>I00045</td>\n",
-       "      <td>Skripal</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>On 4 March 2018, Sergei Skripal, a former Russ...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>UK</td>\n",
-       "      <td>https://www.bellingcat.com/tag/skripal/ https:...</td>\n",
-       "      <td>This is Beliingcat's full library of Skirpal r...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00045 - Skripal</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>I00046</td>\n",
-       "      <td>North Macedonia</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Macedonia</td>\n",
-       "      <td>https://www.nytimes.com/2018/09/16/world/europ...</td>\n",
-       "      <td>disinformation directed by Russian-backed grou...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00046 - North Macedonia</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>46</th>\n",
-       "      <td>I00047</td>\n",
-       "      <td>Sea of Azov</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>An international incident occurred on 25 Novem...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://euvsdisinfo.eu/wave-of-disinformation-...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00047 - Sea of Azov</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>I00048</td>\n",
-       "      <td>White Helmets</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2015</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://thesyriacampaign.org/wp-content/upload...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00048 - White Helmets</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>I00049</td>\n",
-       "      <td>White Helmets: Chemical Weapons</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>On 7 April 2018, a high number of civilians we...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>http://www.publications.atlanticcouncil.org/br...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00049 - White Helmets: Chemical Weapons</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>49</th>\n",
-       "      <td>I00050</td>\n",
-       "      <td>#HandsOffVenezuela</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Venezuela has been thrown into turmoil after G...</td>\n",
-       "      <td>2019</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://euvsdisinfo.eu/twitter-as-an-informati...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00050 - #HandsOffVenezuela</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50</th>\n",
-       "      <td>I00051</td>\n",
-       "      <td>Integrity Initiative</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>The UK Foreign Office has accused Russian stat...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://eaworldview.com/2019/01/counter-russia...</td>\n",
-       "      <td>This is an excellent example of the tables get...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00051 - Integrity Initiative</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>51</th>\n",
-       "      <td>I00052</td>\n",
-       "      <td>China overiew</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2015</td>\n",
-       "      <td>China</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.recordedfuture.com/china-social-me...</td>\n",
-       "      <td>global strategic goals for China different fro...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00052 - China overiew</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>52</th>\n",
-       "      <td>I00053</td>\n",
-       "      <td>China Huawei CFO Arrest</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Dec. 1: Canadian authorities arrest Huawei's c...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>China</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.theatlantic.com/international/arch...</td>\n",
-       "      <td>“The Chinese have been very active here,” said...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00053 - China Huawei CFO Arrest</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>53</th>\n",
-       "      <td>I00054</td>\n",
-       "      <td>China Muslims</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>China</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.ctvnews.ca/world/china-says-foreig...</td>\n",
-       "      <td>China rejects the allegations that it has lock...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00054 - China Muslims</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>54</th>\n",
-       "      <td>I00055</td>\n",
-       "      <td>50 Cent Army</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2008</td>\n",
-       "      <td>China</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.voanews.com/a/who-is-that-chinese-...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00055 - 50 Cent Army</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>55</th>\n",
-       "      <td>I00056</td>\n",
-       "      <td>Iran Influence Operations</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>Iranian interference in the politics of Arab c...</td>\n",
-       "      <td>2012</td>\n",
-       "      <td>Iran</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.fireeye.com/blog/threat-research/2...</td>\n",
-       "      <td>FireEye has identified a suspected influence o...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00056 - Iran Influence Operations</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>56</th>\n",
-       "      <td>I00057</td>\n",
-       "      <td>Mexico Election</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia,Mexico</td>\n",
-       "      <td>Mexico</td>\n",
-       "      <td>https://www.smh.com.au/world/north-america/mis...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00057 - Mexico Election</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>57</th>\n",
-       "      <td>I00058</td>\n",
-       "      <td>Chemnitz</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Germany</td>\n",
-       "      <td>https://www.thebureauinvestigates.com/stories/...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00058 - Chemnitz</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>58</th>\n",
-       "      <td>I00059</td>\n",
-       "      <td>Myanmar - Rohingya</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Myanmar</td>\n",
-       "      <td>Myanmar</td>\n",
-       "      <td>https://www.reuters.com/investigates/special-r...</td>\n",
-       "      <td>Personal note (see Reuters side bar... end of ...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00059 - Myanmar - Rohingya</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>59</th>\n",
-       "      <td>I00060</td>\n",
-       "      <td>White Genocide</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.smh.com.au/world/oceania/the-high-...</td>\n",
-       "      <td>Personal note (see Reuters side bar... end of ...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00060 - White Genocide</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>60</th>\n",
-       "      <td>I00061</td>\n",
-       "      <td>Military veterans Targetting</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>US</td>\n",
-       "      <td>https://www.stripes.com/congressmen-urge-fbi-t...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00061 - Military veterans Targetting</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>61</th>\n",
-       "      <td>I00062</td>\n",
-       "      <td>Brexit/UK ongoing</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2015</td>\n",
-       "      <td>Russia,UK</td>\n",
-       "      <td>UK</td>\n",
-       "      <td>https://www.politico.eu/article/britain-nation...</td>\n",
-       "      <td>This is current, and offers very good \"Anatomy...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00062 - Brexit/UK ongoing</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>62</th>\n",
-       "      <td>I00063</td>\n",
-       "      <td>Olympic Doping Scandal</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>On 18 July 2016, Richard McLaren, a Canadian a...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.nytimes.com/2016/05/13/sports/russ...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-04-06</td>\n",
-       "      <td></td>\n",
-       "      <td>I00063 - Olympic Doping Scandal</td>\n",
-       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "   amitt_id                               name objecttype  \\\n",
-       "0    I00001        Blacktivists facebook group   incident   \n",
-       "1    I00002                       #VaccinateUS   campaign   \n",
-       "2    I00003            Beyonce protest rallies   incident   \n",
-       "3    I00004                        #Macrongate   incident   \n",
-       "4    I00005                        Brexit vote   campaign   \n",
-       "5    I00006                Columbian Chemicals   incident   \n",
-       "6    I00007                Incirlik terrorists   incident   \n",
-       "7    I00008                              Bujic   incident   \n",
-       "8    I00009                  PhilippinesExpert   incident   \n",
-       "9    I00010                      ParklandTeens   incident   \n",
-       "10   I00011                      CovingtonTeen   incident   \n",
-       "11   I00012                          ChinaSmog   incident   \n",
-       "12   I00013                 FranceBlacktivists   incident   \n",
-       "13   I00014                  GiletsJaunePileon   incident   \n",
-       "14   I00015                   ConcordDiscovery   incident   \n",
-       "15   I00016                    LithuanianElves   campaign   \n",
-       "16   I00017          US presidential elections   campaign   \n",
-       "17   I00018            DNC email leak incident     tactic   \n",
-       "18   I00019                     MacronTiphaine   incident   \n",
-       "19   I00020                         3000 tanks   incident   \n",
-       "20   I00021                  Armenia elections   campaign   \n",
-       "21   I00022                       #Macronleaks   incident   \n",
-       "22   I00023                     #dislikemacron   incident   \n",
-       "23   I00024                         #syriahoax   incident   \n",
-       "24   I00025                            EU Army   incident   \n",
-       "25   I00026  Netherlands referendum on Ukraine   incident   \n",
-       "26   I00027                       crucifiedboy   incident   \n",
-       "27   I00028                        mh17 downed   incident   \n",
-       "28   I00029                 MH17 investigation   campaign   \n",
-       "29   I00030                           LastJedi   incident   \n",
-       "30   I00031                            antivax        apt   \n",
-       "31   I00032                          Kavanaugh   incident   \n",
-       "32   I00033                  China 50cent Army        apt   \n",
-       "33   I00034             DibaFacebookExpedition   incident   \n",
-       "34   I00035                    Brazilelections   campaign   \n",
-       "35   I00036                   BrazilPresDebate   incident   \n",
-       "36   I00037                       Rioelections   incident   \n",
-       "37   I00038                  Brazilimpeachment   incident   \n",
-       "38   I00039                     MerkelFacebook   incident   \n",
-       "39   I00040                     modamaniSelfie   incident   \n",
-       "40   I00041                  Refugee crime map   incident   \n",
-       "41   I00042            Saudi/Qatar bot dispute   incident   \n",
-       "42   I00043                       FCC comments   incident   \n",
-       "43   I00044                  JadeHelm exercise   incident   \n",
-       "44   I00045                            Skripal   incident   \n",
-       "45   I00046                    North Macedonia   incident   \n",
-       "46   I00047                        Sea of Azov   incident   \n",
-       "47   I00048                      White Helmets   campaign   \n",
-       "48   I00049    White Helmets: Chemical Weapons   incident   \n",
-       "49   I00050                 #HandsOffVenezuela   incident   \n",
-       "50   I00051               Integrity Initiative   incident   \n",
-       "51   I00052                      China overiew   campaign   \n",
-       "52   I00053            China Huawei CFO Arrest   incident   \n",
-       "53   I00054                      China Muslims   incident   \n",
-       "54   I00055                       50 Cent Army   campaign   \n",
-       "55   I00056          Iran Influence Operations   campaign   \n",
-       "56   I00057                    Mexico Election   incident   \n",
-       "57   I00058                           Chemnitz   incident   \n",
-       "58   I00059                Myanmar - Rohingya    campaign   \n",
-       "59   I00060                     White Genocide   campaign   \n",
-       "60   I00061       Military veterans Targetting   campaign   \n",
-       "61   I00062                  Brexit/UK ongoing   campaign   \n",
-       "62   I00063             Olympic Doping Scandal   campaign   \n",
+       "   amitt_id               name objecttype  \\\n",
+       "30   I00031            antivax        apt   \n",
+       "32   I00033  China 50cent Army        apt   \n",
        "\n",
        "                                              summary  year_started  \\\n",
-       "0   Internet Research Agency created fake @blackti...          2016   \n",
-       "1   use both pro- and anti- topic messaging to cre...          2014   \n",
-       "2   use both pro- and anti- topic messaging to cre...          2016   \n",
-       "3   amplified document dump failed because France ...          2017   \n",
-       "4   In early 2014, then UK PM David Cameron outlin...          2016   \n",
-       "5   Early Russian (IRA) “fake news” stories. Compl...          2014   \n",
-       "6   Fake story transmitted from Russian media to T...          2016   \n",
-       "7                                                              2017   \n",
-       "8   President of the Philippine visited Moscow and...          2017   \n",
-       "9   IRA trolls amplified the far right messaging a...          2018   \n",
-       "10                                                             2019   \n",
-       "11                                                             2011   \n",
-       "12                                                             2014   \n",
-       "13                                                             2018   \n",
-       "14  The Office of Special Counsel accused Concord ...          2019   \n",
-       "15                                                             2014   \n",
-       "16  Make Clinton look bad or unpopular, and Trump ...          2016   \n",
-       "17                                                             2016   \n",
-       "18  Far-right trolls on 4chan and Twitter spreadin...          2017   \n",
-       "19                                                             2017   \n",
-       "20                                                             2017   \n",
-       "21  Countering the spreading of an alleged 9GB of ...          2017   \n",
-       "22                                                             2017   \n",
-       "23                                                             2017   \n",
-       "24  Traces back to 2016: Guardian “Is there a secr...          2018   \n",
-       "25                                                             2016   \n",
-       "26                                                             2014   \n",
-       "27                                                             2014   \n",
-       "28  Since the shooting down of Malaysia Airlines F...          2016   \n",
-       "29                                                             2018   \n",
        "30                                                             2018   \n",
-       "31  Before the Senate SCOTUS confirmation hearings...          2018   \n",
        "32  50cent Army is a CCP “tool” - “massive secret ...          2014   \n",
-       "33  In the Expedition, Diba engaged in a highly or...          2016   \n",
-       "34                   Bot activity in Brazil elections          2014   \n",
-       "35                                                             2014   \n",
-       "36                                                             2016   \n",
-       "37                                                             2016   \n",
-       "38  Top stories about Merkel in both German and En...          2017   \n",
-       "39                                                             2015   \n",
-       "40                                                             2017   \n",
-       "41  In the summer of 2017, Twitter bots—automated ...          2017   \n",
-       "42                                                             2017   \n",
-       "43  In the summer of 2015, thousands of troops fro...          2015   \n",
-       "44  On 4 March 2018, Sergei Skripal, a former Russ...          2018   \n",
-       "45                                                             2018   \n",
-       "46  An international incident occurred on 25 Novem...          2018   \n",
-       "47                                                             2015   \n",
-       "48  On 7 April 2018, a high number of civilians we...          2017   \n",
-       "49  Venezuela has been thrown into turmoil after G...          2019   \n",
-       "50  The UK Foreign Office has accused Russian stat...          2018   \n",
-       "51                                                             2015   \n",
-       "52  Dec. 1: Canadian authorities arrest Huawei's c...          2018   \n",
-       "53                                                             2018   \n",
-       "54                                                             2008   \n",
-       "55  Iranian interference in the politics of Arab c...          2012   \n",
-       "56                                                             2018   \n",
-       "57                                                             2018   \n",
-       "58                                                             2014   \n",
-       "59                                                             2018   \n",
-       "60                                                             2017   \n",
-       "61                                                             2015   \n",
-       "62  On 18 July 2016, Richard McLaren, a Canadian a...          2016   \n",
        "\n",
        "   attributions_seen found_in_country  \\\n",
-       "0             Russia              USA   \n",
-       "1             Russia            World   \n",
-       "2             Russia              USA   \n",
-       "3             Russia           France   \n",
-       "4             Russia               UK   \n",
-       "5             Russia              USA   \n",
-       "6             Russia              USA   \n",
-       "7             Russia           Serbia   \n",
-       "8             Russia      Philippines   \n",
-       "9                                 USA   \n",
-       "10                                USA   \n",
-       "11             China            China   \n",
-       "12            Russia           France   \n",
-       "13            Russia           France   \n",
-       "14            Russia              USA   \n",
-       "15            Russia        Lithuania   \n",
-       "16            Russia              USA   \n",
-       "17            Russia              USA   \n",
-       "18                             France   \n",
-       "19            Russia            World   \n",
-       "20            Russia          Armenia   \n",
-       "21            Russia           France   \n",
-       "22            Russia           France   \n",
-       "23             Syria              USA   \n",
-       "24            Russia               EU   \n",
-       "25            Russia      Netherlands   \n",
-       "26            Russia          Ukraine   \n",
-       "27            Russia          Ukraine   \n",
-       "28            Russia          Ukraine   \n",
-       "29            Russia            World   \n",
        "30            Russia            World   \n",
-       "31            Russia              USA   \n",
        "32             China            China   \n",
-       "33             China           Taiwan   \n",
-       "34            Brazil           Brazil   \n",
-       "35            Brazil           Brazil   \n",
-       "36            Brazil           Brazil   \n",
-       "37            Brazil           Brazil   \n",
-       "38                            Germany   \n",
-       "39                            Germany   \n",
-       "40                            Germany   \n",
-       "41       SaudiArabia            Qatar   \n",
-       "42                                USA   \n",
-       "43                                USA   \n",
-       "44            Russia               UK   \n",
-       "45            Russia        Macedonia   \n",
-       "46            Russia            World   \n",
-       "47            Russia            World   \n",
-       "48            Russia            World   \n",
-       "49            Russia            World   \n",
-       "50            Russia            World   \n",
-       "51             China            World   \n",
-       "52             China            World   \n",
-       "53             China            World   \n",
-       "54             China            World   \n",
-       "55              Iran            World   \n",
-       "56     Russia,Mexico           Mexico   \n",
-       "57            Russia          Germany   \n",
-       "58           Myanmar          Myanmar   \n",
-       "59            Russia            World   \n",
-       "60            Russia               US   \n",
-       "61         Russia,UK               UK   \n",
-       "62            Russia            World   \n",
        "\n",
        "                                                 urls  \\\n",
-       "0   https://money.cnn.com/2017/09/28/media/blackti...   \n",
-       "1   https://www.washingtonpost.com/science/2018/08...   \n",
-       "2   https://www.theguardian.com/us-news/2018/may/1...   \n",
-       "3   http://www.niemanlab.org/2018/09/how-france-be...   \n",
-       "4   https://www.forbes.com/sites/emmawoollacott/20...   \n",
-       "5   https://en.wikipedia.org/wiki/Columbian_Chemic...   \n",
-       "6   https://www.politifact.com/truth-o-meter/state...   \n",
-       "7   https://www.stopfake.org/en/vencislav-the-virg...   \n",
-       "8   https://codastory.com/disinformation/how-a-lit...   \n",
-       "9   https://www.nytimes.com/2018/03/27/us/parkland...   \n",
-       "10  https://www.wcpo.com/news/national/fact-check-...   \n",
-       "11  https://www.cjr.org/innovations/memes-pollutio...   \n",
-       "12  https://medium.com/dfrlab/trolltracker-glimpse...   \n",
-       "13  https://www.wired.com/story/co-opting-french-u...   \n",
-       "14  https://www.theatlantic.com/politics/archive/2...   \n",
-       "15  https://www.ft.com/content/b3701b12-2544-11e9-...   \n",
-       "16  https://www.dni.gov/files/documents/ICA_2017_0...   \n",
-       "17                                                      \n",
-       "18  https://www.buzzfeednews.com/article/ryanhates...   \n",
-       "19  https://medium.com/@DFRLab/three-thousand-fake...   \n",
-       "20  https://medium.com/dfrlab/fakes-bots-and-block...   \n",
-       "21  https://medium.com/dfrlab/hashtag-campaign-mac...   \n",
-       "22  https://medium.com/dfrlab/russian-and-french-t...   \n",
-       "23  https://medium.com/dfrlab/how-the-alt-right-br...   \n",
-       "24  https://medium.com/dfrlab/spread-it-on-reddit-...   \n",
-       "25  https://www.washingtonpost.com/opinions/russia...   \n",
-       "26  https://helda.helsinki.fi//bitstream/handle/10...   \n",
-       "27  https://www.stopfake.org/en/lies-spanish-fligh...   \n",
-       "28  https://www.novayagazeta.ru/news/2015/05/07/11...   \n",
-       "29  https://slate.com/culture/2018/10/last-jedi-st...   \n",
        "30  https://ajph.aphapublications.org/doi/pdf/10.2...   \n",
-       "31  https://qz.com/1409102/russian-trolls-and-bots...   \n",
        "32  https://gking.harvard.edu/files/gking/files/ho...   \n",
-       "33  https://www.ideals.illinois.edu/handle/2142/96...   \n",
-       "34  https://blogs.oii.ox.ac.uk/politicalbots/wp-co...   \n",
-       "35  https://www.wilsoncenter.org/blog-post/bots-br...   \n",
-       "36  https://www1.folha.uol.com.br/poder/eleicoes-2...   \n",
-       "37  http://www.labic.net/cartografia/a-rede-das-im...   \n",
-       "38  https://www.buzzfeed.com/albertonardelli/hyper...   \n",
-       "39  https://www.nytimes.com/2017/02/06/business/sy...   \n",
-       "40  https://uebermedien.de/11488/kartenlegen-mit-k...   \n",
-       "41  https://jia.sipa.columbia.edu/robot-wars-how-b...   \n",
-       "42  https://gizmodo.com/how-an-investigation-of-fa...   \n",
-       "43  https://www.politifact.com/texas/article/2018/...   \n",
-       "44  https://www.bellingcat.com/tag/skripal/ https:...   \n",
-       "45  https://www.nytimes.com/2018/09/16/world/europ...   \n",
-       "46  https://euvsdisinfo.eu/wave-of-disinformation-...   \n",
-       "47  https://thesyriacampaign.org/wp-content/upload...   \n",
-       "48  http://www.publications.atlanticcouncil.org/br...   \n",
-       "49  https://euvsdisinfo.eu/twitter-as-an-informati...   \n",
-       "50  https://eaworldview.com/2019/01/counter-russia...   \n",
-       "51  https://www.recordedfuture.com/china-social-me...   \n",
-       "52  https://www.theatlantic.com/international/arch...   \n",
-       "53  https://www.ctvnews.ca/world/china-says-foreig...   \n",
-       "54  https://www.voanews.com/a/who-is-that-chinese-...   \n",
-       "55  https://www.fireeye.com/blog/threat-research/2...   \n",
-       "56  https://www.smh.com.au/world/north-america/mis...   \n",
-       "57  https://www.thebureauinvestigates.com/stories/...   \n",
-       "58  https://www.reuters.com/investigates/special-r...   \n",
-       "59  https://www.smh.com.au/world/oceania/the-high-...   \n",
-       "60  https://www.stripes.com/congressmen-urge-fbi-t...   \n",
-       "61  https://www.politico.eu/article/britain-nation...   \n",
-       "62  https://www.nytimes.com/2016/05/13/sports/russ...   \n",
        "\n",
        "                                                notes  when_added found_via  \\\n",
-       "0                                                      2019-02-24             \n",
-       "1                                                      2019-02-24             \n",
-       "2                                                      2019-02-24             \n",
-       "3                                                      2019-02-24             \n",
-       "4                                                      2019-02-24             \n",
-       "5                                                      2019-02-24             \n",
-       "6                                                      2019-02-24             \n",
-       "7   Serbia pro-Kremlin disinfo campaign by Vencisl...  2019-02-24             \n",
-       "8   Philippines Social Media: Russian Disinformati...  2019-02-24             \n",
-       "9                                  Parkland survivors  2019-02-01             \n",
-       "10                               MAGA kid (Covington)  2019-02-01             \n",
-       "11  China smog (not an attack, but a counter to di...  2019-02-24             \n",
-       "12                                France blacktivists  2019-02-24             \n",
-       "13  Russian pile-onto #GiletsJaune (and expansion ...  2019-02-24             \n",
-       "14                                                     2019-02-01             \n",
-       "15                                                     2019-02-01             \n",
-       "16                                                     2019-02-24       OII   \n",
-       "17  Channels: RU domestic, RU multilingual (RT/Spu...  2019-02-24       OII   \n",
-       "18                                         Trolls OII  2019-02-24       OII   \n",
-       "19                                                     2019-02-24       OII   \n",
-       "20                                                     2019-02-24       OII   \n",
-       "21                                                     2019-02-24       OII   \n",
-       "22                                       unsuccessful  2019-02-24       OII   \n",
-       "23                                                     2019-02-24       OII   \n",
-       "24                                                     2019-02-24       OII   \n",
-       "25                                                     2019-02-24       OII   \n",
-       "26                                                     2019-02-24       OII   \n",
-       "27                                                     2019-02-24       OII   \n",
-       "28  Changed to campaign (still in the news, and st...  2019-02-24       OII   \n",
-       "29                                                     2019-02-24       OII   \n",
-       "30                                                     2019-02-24       OII   \n",
-       "31                                                     2019-02-24       OII   \n",
-       "32  campaign (multiple incidents, e.g. Shanshan ri...  2019-02-24       OII   \n",
-       "33                                                     2019-02-24       OII   \n",
-       "34                                                     2019-02-24       OII   \n",
-       "35                                                     2019-02-24       OII   \n",
-       "36                                                     2019-02-24       OII   \n",
-       "37                                                     2019-02-24       OII   \n",
-       "38                                                     2019-02-24       OII   \n",
-       "39                                                     2019-02-24       OII   \n",
-       "40                                                     2019-02-24       OII   \n",
-       "41     robot wars how bots joined battle in the gulf\"  2019-02-24       MIS   \n",
-       "42  does this count as an incident, or is it just ...  2019-02-24       MIS   \n",
-       "43                                                     2019-02-25       MIS   \n",
-       "44  This is Beliingcat's full library of Skirpal r...  2019-03-20             \n",
-       "45  disinformation directed by Russian-backed grou...  2019-03-20             \n",
-       "46                                                     2019-03-20             \n",
-       "47                                                     2019-03-20             \n",
-       "48                                                     2019-03-20             \n",
-       "49                                                     2019-03-20             \n",
-       "50  This is an excellent example of the tables get...  2019-03-20             \n",
-       "51  global strategic goals for China different fro...  2019-03-20             \n",
-       "52  “The Chinese have been very active here,” said...  2019-03-20             \n",
-       "53  China rejects the allegations that it has lock...  2019-03-20             \n",
-       "54                                                     2019-03-20             \n",
-       "55  FireEye has identified a suspected influence o...  2019-03-20             \n",
-       "56                                                     2019-03-20             \n",
-       "57                                                     2019-03-20             \n",
-       "58  Personal note (see Reuters side bar... end of ...  2019-03-20             \n",
-       "59  Personal note (see Reuters side bar... end of ...  2019-03-20             \n",
-       "60                                                     2019-03-20             \n",
-       "61  This is current, and offers very good \"Anatomy...  2019-03-20             \n",
-       "62                                                     2019-04-06             \n",
-       "\n",
-       "                                      longname  \n",
-       "0         I00001 - Blacktivists facebook group  \n",
-       "1                        I00002 - #VaccinateUS  \n",
-       "2             I00003 - Beyonce protest rallies  \n",
-       "3                         I00004 - #Macrongate  \n",
-       "4                         I00005 - Brexit vote  \n",
-       "5                 I00006 - Columbian Chemicals  \n",
-       "6                 I00007 - Incirlik terrorists  \n",
-       "7                               I00008 - Bujic  \n",
-       "8                   I00009 - PhilippinesExpert  \n",
-       "9                       I00010 - ParklandTeens  \n",
-       "10                      I00011 - CovingtonTeen  \n",
-       "11                          I00012 - ChinaSmog  \n",
-       "12                 I00013 - FranceBlacktivists  \n",
-       "13                  I00014 - GiletsJaunePileon  \n",
-       "14                   I00015 - ConcordDiscovery  \n",
-       "15                    I00016 - LithuanianElves  \n",
-       "16          I00017 - US presidential elections  \n",
-       "17            I00018 - DNC email leak incident  \n",
-       "18                     I00019 - MacronTiphaine  \n",
-       "19                         I00020 - 3000 tanks  \n",
-       "20                  I00021 - Armenia elections  \n",
-       "21                       I00022 - #Macronleaks  \n",
-       "22                     I00023 - #dislikemacron  \n",
-       "23                         I00024 - #syriahoax  \n",
-       "24                            I00025 - EU Army  \n",
-       "25  I00026 - Netherlands referendum on Ukraine  \n",
-       "26                       I00027 - crucifiedboy  \n",
-       "27                        I00028 - mh17 downed  \n",
-       "28                 I00029 - MH17 investigation  \n",
-       "29                           I00030 - LastJedi  \n",
-       "30                            I00031 - antivax  \n",
-       "31                          I00032 - Kavanaugh  \n",
-       "32                  I00033 - China 50cent Army  \n",
-       "33             I00034 - DibaFacebookExpedition  \n",
-       "34                    I00035 - Brazilelections  \n",
-       "35                   I00036 - BrazilPresDebate  \n",
-       "36                       I00037 - Rioelections  \n",
-       "37                  I00038 - Brazilimpeachment  \n",
-       "38                     I00039 - MerkelFacebook  \n",
-       "39                     I00040 - modamaniSelfie  \n",
-       "40                  I00041 - Refugee crime map  \n",
-       "41            I00042 - Saudi/Qatar bot dispute  \n",
-       "42                       I00043 - FCC comments  \n",
-       "43                  I00044 - JadeHelm exercise  \n",
-       "44                            I00045 - Skripal  \n",
-       "45                    I00046 - North Macedonia  \n",
-       "46                        I00047 - Sea of Azov  \n",
-       "47                      I00048 - White Helmets  \n",
-       "48    I00049 - White Helmets: Chemical Weapons  \n",
-       "49                 I00050 - #HandsOffVenezuela  \n",
-       "50               I00051 - Integrity Initiative  \n",
-       "51                      I00052 - China overiew  \n",
-       "52            I00053 - China Huawei CFO Arrest  \n",
-       "53                      I00054 - China Muslims  \n",
-       "54                       I00055 - 50 Cent Army  \n",
-       "55          I00056 - Iran Influence Operations  \n",
-       "56                    I00057 - Mexico Election  \n",
-       "57                           I00058 - Chemnitz  \n",
-       "58                I00059 - Myanmar - Rohingya   \n",
-       "59                     I00060 - White Genocide  \n",
-       "60       I00061 - Military veterans Targetting  \n",
-       "61                  I00062 - Brexit/UK ongoing  \n",
-       "62             I00063 - Olympic Doping Scandal  "
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# Check which amitt variables we can see from here\n",
-    "print('{}\\n'.format(vars(amitt).keys()))\n",
-    "testdfname = 'df_incidents'\n",
-    "testdf = vars(amitt)[testdfname]\n",
-    "print('{} columns: {}'.format(testdfname, testdf.columns))\n",
-    "testdf"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dii = vars(amitt)['df_incidents']\n",
-    "dii['type'].value_counts()"
-   ]
-  },
-  {
-   "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>type</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 type  \\\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",
@@ -5705,18 +7337,18 @@
        "32  I00033 - China 50cent Army  "
       ]
      },
-     "execution_count": 20,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "dii[dii['type'] == 'apt']"
+    "dii[dii['objecttype'] == 'apt']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -6097,7 +7729,7 @@
        "      <td>T0044</td>\n",
        "      <td>Seed distortions</td>\n",
        "      <td>TA08</td>\n",
-       "      <td>Incident creators often try a wide variety of ...</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",
@@ -6185,7 +7817,7 @@
        "      <td>T0055</td>\n",
        "      <td>Use hashtag</td>\n",
        "      <td>TA09</td>\n",
-       "      <td>Use a dedicated hashtag for the incident (e.g....</td>\n",
+       "      <td>Use a dedicated hashtag for the incident - eit...</td>\n",
        "      <td>T0055 - Use hashtag</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -6375,7 +8007,7 @@
        "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  Incident creators often try a wide variety of ...   \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",
@@ -6386,7 +8018,7 @@
        "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 (e.g....   \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",
@@ -6464,7 +8096,7 @@
        "63                    T0064 - Social media engagement  "
       ]
      },
-     "execution_count": 3,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -6476,7 +8108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 26,
    "metadata": {
     "scrolled": true
    },
@@ -6552,7 +8184,7 @@
        " ['', '', '', '', '', 'T0028', 'T0038', '', 'T0056', '', '', '']]"
       ]
      },
-     "execution_count": 41,
+     "execution_count": 26,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -6566,6 +8198,219 @@
     "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,
diff --git a/HTML_GENERATING_CODE/AMITT_create_website_sql.ipynb b/HTML_GENERATING_CODE/AMITT_create_website_sql.ipynb
index a908448..c17ede5 100644
--- a/HTML_GENERATING_CODE/AMITT_create_website_sql.ipynb
+++ b/HTML_GENERATING_CODE/AMITT_create_website_sql.ipynb
@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -38,4022 +38,2257 @@
        "      <th>amitt_id</th>\n",
        "      <th>name</th>\n",
        "      <th>summary</th>\n",
-       "      <th>organization</th>\n",
-       "      <th>url</th>\n",
-       "      <th>category</th>\n",
-       "      <th>disinformation_use</th>\n",
-       "      <th>cogseccollab_use</th>\n",
-       "      <th>function</th>\n",
-       "      <th>code_url</th>\n",
-       "      <th>artifacts</th>\n",
-       "      <th>automation</th>\n",
-       "      <th>platform</th>\n",
-       "      <th>accessibility</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>TL00001</td>\n",
-       "      <td>Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td>Account Analysis</td>\n",
-       "      <td>https://accountanalysis.app/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Account Analysis is another great Twitter acco...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00002</td>\n",
-       "      <td>Ad Observer</td>\n",
-       "      <td></td>\n",
-       "      <td>New York University</td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/ad-o...</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>Collect and share ads</td>\n",
-       "      <td></td>\n",
-       "      <td>ads</td>\n",
-       "      <td>human</td>\n",
-       "      <td>browser extension</td>\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>TL00003</td>\n",
-       "      <td>Aletheia</td>\n",
-       "      <td></td>\n",
-       "      <td>Midstream Technology</td>\n",
-       "      <td>http://midstream.us</td>\n",
-       "      <td>Network analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>social network analysis; astroturf</td>\n",
-       "      <td></td>\n",
-       "      <td>accounts</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00004</td>\n",
-       "      <td>Alexa</td>\n",
-       "      <td></td>\n",
-       "      <td>Alexa</td>\n",
-       "      <td>https://www.alexa.com</td>\n",
-       "      <td>Web Traffic Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00005</td>\n",
-       "      <td>AnalyzeID</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://analyzeid.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>AnalyzeID find related websites through ad codes</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00006</td>\n",
-       "      <td>Archive.is</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://archive.is/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Archive.is often used for social media profile...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000014</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>TL00007</td>\n",
-       "      <td>Assembler</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://projectassembler.org/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000031</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
        "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>TL00008</td>\n",
-       "      <td>Backlink Watch</td>\n",
-       "      <td></td>\n",
-       "      <td>Backlink Watch</td>\n",
-       "      <td>http://www.backlinkwatch.com/</td>\n",
-       "      <td>Web Traffic Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Backlink checker</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000037</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>TL00009</td>\n",
-       "      <td>Blackbird Constellation Engine</td>\n",
+       "      <td>IT00000061</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
-       "      <td>Blackbird</td>\n",
-       "      <td>https://www.blackbird.ai/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>paid</td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>TL00010</td>\n",
-       "      <td>Bot Sentinel</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://botsentinel.com/</td>\n",
-       "      <td>Bot analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td>yes</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>accounts</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000082</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>TL00011</td>\n",
-       "      <td>Botometer</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Indiana</td>\n",
-       "      <td>https://botometer.iuni.iu.edu/#!/</td>\n",
-       "      <td>Bot analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>accounts</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000094</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>TL00012</td>\n",
-       "      <td>Botslayer</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Indiana</td>\n",
-       "      <td>https://osome.iuni.iu.edu/tools/botslayer/</td>\n",
-       "      <td>Bot analysis</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>accounts</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000120</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>12</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>TL00013</td>\n",
-       "      <td>Builtwith</td>\n",
+       "      <td>IT00000137</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Builtwith.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td>yes</td>\n",
-       "      <td>website details, links to other websites</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Freemium</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>TL00014</td>\n",
-       "      <td>Buzzsumo</td>\n",
+       "      <td>IT00000146</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://buzzsumo.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>trends; social listening</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>paid</td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>14</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>TL00015</td>\n",
-       "      <td>Buzzweb</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://buzzweb.pro/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Buzzweb Instagram analysis tool</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000156</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>TL00016</td>\n",
-       "      <td>Carbon Date</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://carbondate.cs.odu.edu/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>A tool that tries to guess when a webpage firs...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000180</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0019</td>\n",
        "      <td>16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>TL00017</td>\n",
-       "      <td>Check</td>\n",
+       "      <td>IT00000004</td>\n",
+       "      <td>create web-site - information pollution</td>\n",
        "      <td></td>\n",
-       "      <td>Meedan</td>\n",
-       "      <td>https://meedan.com/check</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://github.com/meedan/check</td>\n",
-       "      <td></td>\n",
-       "      <td>human</td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00002</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>TL00018</td>\n",
-       "      <td>Check browser add-on</td>\n",
-       "      <td>Browse the internet, and find a Tweet, YouTube...</td>\n",
-       "      <td>Meedan</td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/chec...</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>artifacts</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\n",
+       "      <td>IT00000015</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>18</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>TL00019</td>\n",
-       "      <td>Check My Ads</td>\n",
-       "      <td></td>\n",
-       "      <td>Check My Ads</td>\n",
-       "      <td>https://www.checkmyads.org/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000032</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (r...</td>\n",
        "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>TL00020</td>\n",
-       "      <td>Claim Review</td>\n",
-       "      <td></td>\n",
-       "      <td>Schema.org</td>\n",
-       "      <td>https://schema.org/ClaimReview</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000038</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20</th>\n",
-       "      <td>TL00021</td>\n",
-       "      <td>ClaimBuster</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Texas at Arlington</td>\n",
-       "      <td>https://idir.uta.edu/claimbuster/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000062</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21</th>\n",
-       "      <td>TL00022</td>\n",
-       "      <td>Corporate registrars list</td>\n",
-       "      <td></td>\n",
-       "      <td>Kanton St.Gallen</td>\n",
-       "      <td>https://www.commercial-register.sg.ch/home/wor...</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>List of corporate registrars around the world</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000083</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22</th>\n",
-       "      <td>TL00023</td>\n",
-       "      <td>Corporation Wiki</td>\n",
-       "      <td></td>\n",
-       "      <td>Corporation Wiki</td>\n",
-       "      <td>https://www.corporationwiki.com/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000095</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>23</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23</th>\n",
-       "      <td>TL00024</td>\n",
-       "      <td>Counter propaganda and disinformation explorer...</td>\n",
-       "      <td></td>\n",
-       "      <td>IBM</td>\n",
-       "      <td>https://www.ibm.com/watson</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>summarisation?</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000121</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>24</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24</th>\n",
-       "      <td>TL00025</td>\n",
-       "      <td>Crowdtangle (chrome extension)</td>\n",
+       "      <td>IT00000138</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>https://apps.crowdtangle.com/chrome-extension</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td>yes</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>socialmedia</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\n",
-       "      <td>Free</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>25</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
-       "      <td>TL00026</td>\n",
-       "      <td>Crowdtangle (full)</td>\n",
+       "      <td>IT00000147</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>https://www.crowdtangle.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>socialmedia</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>request access</td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>26</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>TL00027</td>\n",
-       "      <td>Deep Duck Dive</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://deepdiveduck.com</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Paid tool to monitor changes to specific webpages</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000157</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution</td>\n",
        "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>27</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
-       "      <td>TL00028</td>\n",
-       "      <td>Disinfo Busters</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://disinfobusters.eu</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00029</td>\n",
-       "      <td>Disinformation Diaries</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.allianceofdemocracies.org/initiati...</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>training</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000181</td>\n",
+       "      <td>RT &amp; Sputnik generate information pollution (s...</td>\n",
        "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0056</td>\n",
        "      <td>29</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>TL00030</td>\n",
-       "      <td>DNSlytics</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://dnslytics.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>DNSlytics is another great tool for connecting...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00031</td>\n",
-       "      <td>Domain Big Data</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://domainbigdata.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Domain Big Data free whois/domain name search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00032</td>\n",
-       "      <td>DomainTools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://whois.domaintools.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>DomainTools paid whois search and investigatio...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00033</td>\n",
-       "      <td>e-witness</td>\n",
-       "      <td>eWitness uses blockchain to establish provenan...</td>\n",
-       "      <td>CUNY</td>\n",
-       "      <td>https://ewitness.commons.gc.cuny.edu/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Potentially useful</td>\n",
-       "      <td></td>\n",
-       "      <td>image provenance</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00034</td>\n",
-       "      <td>Emergent</td>\n",
-       "      <td>Emergent is a real-time rumor tracker. It's pa...</td>\n",
-       "      <td>Columbia University: Tow Center</td>\n",
-       "      <td>http://www.emergent.info/about</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>rumor tracker</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00035</td>\n",
-       "      <td>Exodus</td>\n",
-       "      <td></td>\n",
-       "      <td>Exodus tool</td>\n",
-       "      <td>https://reports.exodus-privacy.eu.org/en/</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Exodus tool to evaluate a mobile app’s permiss...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00036</td>\n",
-       "      <td>Facebook political/issue ads database</td>\n",
-       "      <td></td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>https://www.facebook.com/ads/archive/?active_s...</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Facebook political/issue ads database</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00037</td>\n",
-       "      <td>Fakebook Experiment</td>\n",
-       "      <td></td>\n",
-       "      <td>Avaaz</td>\n",
-       "      <td>https://secure.avaaz.org/campaign/en/disinfo_v...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00038</td>\n",
-       "      <td>FakeSpot</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.fakespot.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Tool to analyze whether reviews on amazon/Yelp...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00039</td>\n",
-       "      <td>FBstalker</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://fbstalker.thao.pw/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Facebook profile investigator</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00040</td>\n",
-       "      <td>Feed Reflect (browser extension)</td>\n",
-       "      <td>Browser extension designed to promote awarenes...</td>\n",
-       "      <td></td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/feed...</td>\n",
-       "      <td></td>\n",
-       "      <td>Potentially useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00041</td>\n",
-       "      <td>FindClone</td>\n",
-       "      <td></td>\n",
-       "      <td>FindClone</td>\n",
-       "      <td>https://findclone.ru/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Reverse image/facial recognition</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00042</td>\n",
-       "      <td>FOCA</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.elevenpaths.com/labstools/foca/ind...</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>FOCA tool for analyzing metadata in documents ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00043</td>\n",
-       "      <td>Foller.me</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://foller.me/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Foller.me Analytics for Twitter</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00044</td>\n",
-       "      <td>Followerwonk</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://followerwonk.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Followerwonk Twitter tool for searching bios, ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00045</td>\n",
-       "      <td>Fortis AI</td>\n",
-       "      <td></td>\n",
-       "      <td>Alion</td>\n",
-       "      <td>https://www.alionscience.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Potentially useful</td>\n",
-       "      <td></td>\n",
-       "      <td>IO platform</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000008</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>45</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>45</th>\n",
-       "      <td>TL00046</td>\n",
-       "      <td>Foto Forensics</td>\n",
-       "      <td></td>\n",
-       "      <td>Hacker Factory</td>\n",
-       "      <td>http://fotoforensics.com</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>image forensics</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000034</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>46</th>\n",
-       "      <td>TL00047</td>\n",
-       "      <td>FotoForensics</td>\n",
-       "      <td></td>\n",
-       "      <td>FotoForensics</td>\n",
-       "      <td>http://fotoforensics.com/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000041</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>47</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>47</th>\n",
-       "      <td>TL00048</td>\n",
-       "      <td>Free Online OCR</td>\n",
-       "      <td></td>\n",
-       "      <td>NewOCR</td>\n",
-       "      <td>https://www.newocr.com/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Take an image and convert characters to text</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000055</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>48</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>48</th>\n",
-       "      <td>TL00049</td>\n",
-       "      <td>GenSynth</td>\n",
-       "      <td></td>\n",
-       "      <td>Darwin AI</td>\n",
-       "      <td>https://www.darwinai.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Potentially useful</td>\n",
-       "      <td></td>\n",
-       "      <td>explainable AI - relevant?</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000076</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>49</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>49</th>\n",
-       "      <td>TL00050</td>\n",
-       "      <td>Gephi</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://gephi.org/users/install/</td>\n",
-       "      <td>Network analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>network visualisation</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Install on PC</td>\n",
+       "      <td>IT00000079</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>50</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>50</th>\n",
-       "      <td>TL00051</td>\n",
-       "      <td>Get Bad News</td>\n",
-       "      <td></td>\n",
-       "      <td>DROG</td>\n",
-       "      <td>https://getbadnews.com/#intro</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>training</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000090</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>51</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>51</th>\n",
-       "      <td>TL00052</td>\n",
-       "      <td>Ghostery</td>\n",
-       "      <td></td>\n",
-       "      <td>Ghostery</td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/ghos...</td>\n",
-       "      <td>Browser Plugin</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000115</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00042</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>52</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>52</th>\n",
-       "      <td>TL00053</td>\n",
-       "      <td>Giant Language Model Test Room (GLTR)</td>\n",
-       "      <td>The aim of GLTR is to take the same models tha...</td>\n",
-       "      <td></td>\n",
-       "      <td>http://gltr.io</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>text forensics</td>\n",
-       "      <td></td>\n",
-       "      <td>text</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000118</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>53</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>53</th>\n",
-       "      <td>TL00054</td>\n",
-       "      <td>Google political ads database</td>\n",
-       "      <td></td>\n",
-       "      <td>Google</td>\n",
-       "      <td>http://transparencyreport.google.com/political...</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Google political ads database</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000131</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>54</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>54</th>\n",
-       "      <td>TL00055</td>\n",
-       "      <td>Google Trends</td>\n",
+       "      <td>IT00000134</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://trends.google.com/trends</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>trends</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>free</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>55</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>55</th>\n",
-       "      <td>TL00056</td>\n",
-       "      <td>Gramspy</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://gramspy.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Gramspy Instagram analysis tool</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000144</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>56</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>56</th>\n",
-       "      <td>TL00057</td>\n",
-       "      <td>Graph.tips</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://graph.tips/beta</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>Facebook Graph search interface</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000154</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>57</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>57</th>\n",
-       "      <td>TL00058</td>\n",
-       "      <td>Ground News</td>\n",
-       "      <td></td>\n",
-       "      <td>Ground News</td>\n",
-       "      <td>https://www.ground.news/about</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>bias tags on news articles</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\n",
+       "      <td>IT00000169</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>58</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>58</th>\n",
-       "      <td>TL00059</td>\n",
-       "      <td>Hoaxy</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Indiana</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000177</td>\n",
+       "      <td>Twitter bots amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0054</td>\n",
        "      <td>59</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>59</th>\n",
-       "      <td>TL00060</td>\n",
-       "      <td>Hooyu</td>\n",
-       "      <td></td>\n",
-       "      <td>Hooyu Business</td>\n",
-       "      <td>https://hooyubusiness.com</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Hooyu is a great paid tool for identifying con...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000009</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>60</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>60</th>\n",
-       "      <td>TL00061</td>\n",
-       "      <td>Hypothes.is</td>\n",
-       "      <td></td>\n",
-       "      <td>Hypothes.is</td>\n",
-       "      <td>https://web.hypothes.is/</td>\n",
-       "      <td></td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>webpage markup</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td>human</td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000035</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00007</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>61</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>61</th>\n",
-       "      <td>TL00062</td>\n",
-       "      <td>ICIJ Offshoreleaks Database</td>\n",
-       "      <td></td>\n",
-       "      <td>The International Consortium of Investigative ...</td>\n",
-       "      <td>https://offshoreleaks.icij.org/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000042</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>62</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>62</th>\n",
-       "      <td>TL00063</td>\n",
-       "      <td>Iffy Quotient</td>\n",
-       "      <td></td>\n",
-       "      <td>University of Michigan</td>\n",
-       "      <td>https://csmr.umich.edu/platform-health-metrics/</td>\n",
-       "      <td>Ratings</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000056</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00017</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>63</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>63</th>\n",
-       "      <td>TL00064</td>\n",
-       "      <td>Influence apps</td>\n",
+       "      <td>IT00000077</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
-       "      <td>Influence</td>\n",
-       "      <td>https://startinfluence.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>paid</td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>64</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>64</th>\n",
-       "      <td>TL00065</td>\n",
-       "      <td>Internet Archive</td>\n",
-       "      <td></td>\n",
-       "      <td>Internet Archive</td>\n",
-       "      <td>https://archive.org/web/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Internet Archive/Wayback Machine</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000080</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00029</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>65</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>65</th>\n",
-       "      <td>TL00066</td>\n",
-       "      <td>Investigative Dashboard</td>\n",
-       "      <td></td>\n",
-       "      <td>Organized Crime and Corruption Reporting Proje...</td>\n",
-       "      <td>https://investigativedashboard.org/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000091</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00032</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>66</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>66</th>\n",
-       "      <td>TL00067</td>\n",
-       "      <td>InVid</td>\n",
-       "      <td></td>\n",
-       "      <td>InVid</td>\n",
-       "      <td>https://www.invid-project.eu/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>image and video verification</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000119</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00044</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>67</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>67</th>\n",
-       "      <td>TL00068</td>\n",
-       "      <td>Jeffrey Friedl's Image Metadata Viewer</td>\n",
-       "      <td></td>\n",
-       "      <td>EXIF Reader</td>\n",
-       "      <td>http://exif.regex.info/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000132</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00047</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>68</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>68</th>\n",
-       "      <td>TL00069</td>\n",
-       "      <td>Jod Bot</td>\n",
+       "      <td>IT00000135</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td>https://tattle.co.in/products/jod-bot</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Telegram archiver</td>\n",
-       "      <td>https://github.com/tattle-made/archive-telegra...</td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>69</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>69</th>\n",
-       "      <td>TL00070</td>\n",
-       "      <td>Keyhole</td>\n",
-       "      <td></td>\n",
-       "      <td>Keyhole</td>\n",
-       "      <td>https://keyhole.co/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>impact measurement</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000145</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00050</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>70</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>70</th>\n",
-       "      <td>TL00071</td>\n",
-       "      <td>KeyHole</td>\n",
-       "      <td></td>\n",
-       "      <td>KeyHole</td>\n",
-       "      <td>https://keyhole.co/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>impact measurement</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000155</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00051</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>71</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>71</th>\n",
-       "      <td>TL00072</td>\n",
-       "      <td>Kharon</td>\n",
-       "      <td></td>\n",
-       "      <td>Kharon</td>\n",
-       "      <td>https://www.kharon.com</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>data and analytics tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>IT00000170</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
+       "      <td>I00056</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>72</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>72</th>\n",
-       "      <td>TL00073</td>\n",
-       "      <td>Khoj</td>\n",
+       "      <td>IT00000178</td>\n",
+       "      <td>Twitter trolls amplify &amp; manipulate</td>\n",
        "      <td></td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td>https://github.com/tattle-made/archive-telegra...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>message verification</td>\n",
-       "      <td>https://github.com/tattle-made/archive-telegra...</td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0053</td>\n",
        "      <td>73</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>73</th>\n",
-       "      <td>TL00074</td>\n",
-       "      <td>Kosh</td>\n",
+       "      <td>IT00000011</td>\n",
+       "      <td>Fake FB groups + dark content</td>\n",
        "      <td></td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td>https://tattle.co.in/products/kosh/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>archive</td>\n",
-       "      <td>https://github.com/tattle-made/kosh</td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0007</td>\n",
        "      <td>74</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>74</th>\n",
-       "      <td>TL00075</td>\n",
-       "      <td>Little Sis database</td>\n",
-       "      <td></td>\n",
-       "      <td>Little Sis database</td>\n",
-       "      <td>https://littlesis.org/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Relationships between people, companies etc.</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00076</td>\n",
-       "      <td>Meltwater Explore</td>\n",
+       "      <td>IT00000039</td>\n",
+       "      <td>FB pages</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.meltwater.com/en/solutions/social-...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>trends; social listening</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>paid</td>\n",
+       "      <td>I00009</td>\n",
+       "      <td>T0007</td>\n",
        "      <td>76</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>76</th>\n",
-       "      <td>TL00077</td>\n",
-       "      <td>MentionMapp</td>\n",
-       "      <td></td>\n",
-       "      <td>MentionMapp Analytics</td>\n",
-       "      <td>https://mentionmapp.com/</td>\n",
-       "      <td>Network analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>social network visualisation</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00078</td>\n",
-       "      <td>MIDAC</td>\n",
-       "      <td></td>\n",
-       "      <td>Mythos Labs</td>\n",
-       "      <td>http://www.mythoslabs.org/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>countering with humour</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00079</td>\n",
-       "      <td>Misp</td>\n",
+       "      <td>IT00000078</td>\n",
+       "      <td>Fake FB groups/pages/profiles + dark content</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.misp-project.org/</td>\n",
-       "      <td></td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00022</td>\n",
+       "      <td>T0007</td>\n",
        "      <td>79</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>79</th>\n",
-       "      <td>TL00080</td>\n",
-       "      <td>Moat</td>\n",
-       "      <td></td>\n",
-       "      <td>Moat</td>\n",
-       "      <td>https://moat.com/</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Moat ad analytics tool</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00081</td>\n",
-       "      <td>Name2email</td>\n",
-       "      <td></td>\n",
-       "      <td>Name2email</td>\n",
-       "      <td>https://name2email.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Name2email browser extension that helps you fi...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00082</td>\n",
-       "      <td>NameChk</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://namechk.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Tool to see if a username is used across diffe...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00083</td>\n",
-       "      <td>NerdyData</td>\n",
-       "      <td></td>\n",
-       "      <td>NerdyData</td>\n",
-       "      <td>https://nerdydata.com/search</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>NerdyData source code search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00084</td>\n",
-       "      <td>NewsCheck</td>\n",
-       "      <td></td>\n",
-       "      <td>NewsCheck</td>\n",
-       "      <td>https://www.newscheck.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00085</td>\n",
-       "      <td>NewsGuard</td>\n",
-       "      <td></td>\n",
-       "      <td>NewsGuard</td>\n",
-       "      <td>https://www.newsguardtech.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>trust rating system for urls</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00086</td>\n",
-       "      <td>NewsWhip</td>\n",
-       "      <td></td>\n",
-       "      <td>NewsWhip</td>\n",
-       "      <td>https://www.newswhip.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>soclal media analytics</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00087</td>\n",
-       "      <td>Nobias</td>\n",
-       "      <td></td>\n",
-       "      <td>Nobias</td>\n",
-       "      <td>https://nobias.com/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00088</td>\n",
-       "      <td>NoBias</td>\n",
-       "      <td></td>\n",
-       "      <td>NoBias</td>\n",
-       "      <td>https://nobias.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00089</td>\n",
-       "      <td>Open Corporates</td>\n",
-       "      <td></td>\n",
-       "      <td>Open Corporates</td>\n",
-       "      <td>https://opencorporates.com/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00090</td>\n",
-       "      <td>Opensanctions</td>\n",
-       "      <td></td>\n",
-       "      <td>Opensanctions</td>\n",
-       "      <td>https://www.opensanctions.org/</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Global database of persons and companies of po...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00091</td>\n",
-       "      <td>Orbis directory</td>\n",
-       "      <td></td>\n",
-       "      <td>Orbis</td>\n",
-       "      <td>https://orbisdirectory.bvdinfo.com/version-201...</td>\n",
-       "      <td>Corporate/Business Tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Paid corporate search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00092</td>\n",
-       "      <td>Our.News</td>\n",
-       "      <td></td>\n",
-       "      <td>Our.News</td>\n",
-       "      <td>https://our.news/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00093</td>\n",
-       "      <td>Pathmatics</td>\n",
-       "      <td></td>\n",
-       "      <td>Pathmatics</td>\n",
-       "      <td>https://www.pathmatics.com/</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Pathmatics display and Facebook ads tracking t...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00094</td>\n",
-       "      <td>PimEyes: Face Recognition Search Engine and Re...</td>\n",
-       "      <td></td>\n",
-       "      <td>PimEyes</td>\n",
-       "      <td>https://pimeyes.com/en</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Advanced face recognition search engine, a rev...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00095</td>\n",
-       "      <td>Pipl</td>\n",
-       "      <td></td>\n",
-       "      <td>Pipl</td>\n",
-       "      <td>https://pipl.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Pipl people Search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00096</td>\n",
-       "      <td>Policy Change Index</td>\n",
+       "      <td>IT00000139</td>\n",
+       "      <td>cultivate, manipulate, exploit useful idiots (...</td>\n",
        "      <td></td>\n",
-       "      <td>Policy Change Index</td>\n",
-       "      <td>https://policychangeindex.org/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>automated content analysis</td>\n",
-       "      <td>https://github.com/PSLmodels</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0010</td>\n",
        "      <td>96</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>96</th>\n",
-       "      <td>TL00097</td>\n",
-       "      <td>PR Aegis</td>\n",
-       "      <td></td>\n",
-       "      <td>Cosmetheus</td>\n",
-       "      <td>https://cosmetheus.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00098</td>\n",
-       "      <td>Predata Platform</td>\n",
-       "      <td></td>\n",
-       "      <td>Predata</td>\n",
-       "      <td>https://predata.com</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00099</td>\n",
-       "      <td>Publicwww</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://publicwww.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Publicwww, search to see how many websites hav...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00100</td>\n",
-       "      <td>Q</td>\n",
-       "      <td></td>\n",
-       "      <td>Sparks&amp;Honey</td>\n",
-       "      <td>https://www.sparksandhoney.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00101</td>\n",
-       "      <td>Reality Defender</td>\n",
+       "      <td>IT00000046</td>\n",
+       "      <td>YouTube; Reddit</td>\n",
        "      <td></td>\n",
-       "      <td>AI Foundation</td>\n",
-       "      <td>https://rd2020.org/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>detect synthetic media</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>request access</td>\n",
+       "      <td>I00010</td>\n",
+       "      <td>T0031</td>\n",
        "      <td>101</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>101</th>\n",
-       "      <td>TL00102</td>\n",
-       "      <td>Reaper</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://reaper.social/</td>\n",
-       "      <td></td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://github.com/ScriptSmith/reaper</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00103</td>\n",
-       "      <td>Recorded Future</td>\n",
-       "      <td></td>\n",
-       "      <td>Recorded Future</td>\n",
-       "      <td>https://www.recordedfuture.com</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
+       "      <td>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>TL00104</td>\n",
-       "      <td>Remove.bg</td>\n",
-       "      <td></td>\n",
-       "      <td>Remove</td>\n",
-       "      <td>https://www.remove.bg/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Free tool that helps remove background images ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00105</td>\n",
-       "      <td>Reverse image search</td>\n",
-       "      <td></td>\n",
-       "      <td>Karmadecay</td>\n",
-       "      <td>http://karmadecay.com/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Reverse image search tool for Reddit</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00106</td>\n",
-       "      <td>Reverse image search</td>\n",
-       "      <td></td>\n",
-       "      <td>Yandex</td>\n",
-       "      <td>https://yandex.com/images/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00107</td>\n",
-       "      <td>SearchUsers</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://searchusers.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>A tool to search for Instagram users by name o...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00108</td>\n",
-       "      <td>Sensity tool for detecting GAN generated faces</td>\n",
-       "      <td></td>\n",
-       "      <td>Sensity</td>\n",
-       "      <td>https://platform.sensity.ai/deepfake-detection</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00109</td>\n",
-       "      <td>Share The Facts</td>\n",
-       "      <td></td>\n",
-       "      <td>Duke Reporters Lab / Jigsaw</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00110</td>\n",
-       "      <td>SimilarWeb</td>\n",
-       "      <td></td>\n",
-       "      <td>SimilarWeb</td>\n",
-       "      <td>http://similarweb.com/</td>\n",
-       "      <td>Web Traffic Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00111</td>\n",
-       "      <td>Skopenow</td>\n",
-       "      <td></td>\n",
-       "      <td>Skopenow</td>\n",
-       "      <td>https://www.skopenow.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Skopenow (an excellent paid tool)</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00112</td>\n",
-       "      <td>Social Media Analysis Toolkit (SMAT)</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.smat-app.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>trends</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00113</td>\n",
-       "      <td>SocialBlade</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://socialblade.com</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>SocialBlade tool for analyzing YouTube, Twitte...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00114</td>\n",
-       "      <td>SocialReaper</td>\n",
-       "      <td>scrapes Facebook, Twitter, Reddit, Youtube, Pi...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://github.com/ScriptSmith/socialreaper</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00115</td>\n",
-       "      <td>Spokeo</td>\n",
-       "      <td></td>\n",
-       "      <td>Spokeo</td>\n",
-       "      <td>http://www.spokeo.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Spokeo people search (good for the US only)</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00116</td>\n",
-       "      <td>Spy On Web</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://www.spyonweb.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Spy On Web search for tracking Google Analytic...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00117</td>\n",
-       "      <td>Squint</td>\n",
-       "      <td></td>\n",
-       "      <td>MITRE</td>\n",
-       "      <td>https://www.mitre.org/publications/project-sto...</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension;mobile app</td>\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>TL00118</td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td></td>\n",
-       "      <td>Labor of Love</td>\n",
-       "      <td>https://play.google.com/store/apps/details?id=...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>WhatsApp message forwarding</td>\n",
-       "      <td></td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00119</td>\n",
-       "      <td>TGStat</td>\n",
-       "      <td></td>\n",
-       "      <td>Telegram Analytics</td>\n",
-       "      <td>http://tgstat.com</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>A tool for analyzing a Telegram account/channel</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00120</td>\n",
-       "      <td>Thats Them</td>\n",
-       "      <td></td>\n",
-       "      <td>Thats Them</td>\n",
-       "      <td>https://thatsthem.com/</td>\n",
-       "      <td>Finding People</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Thats Them people search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00121</td>\n",
-       "      <td>The News Hero</td>\n",
-       "      <td></td>\n",
-       "      <td>NATO Stratcom</td>\n",
-       "      <td>https://www.thenewshero.org/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>training</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00122</td>\n",
-       "      <td>The propaganda game</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://propagandagame.org</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>training</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00123</td>\n",
-       "      <td>TIES</td>\n",
+       "      <td>IT00000020</td>\n",
+       "      <td>YouTube; Reddit; LinkedIn; Pinterest; WhatsApp?</td>\n",
        "      <td></td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>https://www.socialmediatoday.com/news/facebook...</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>closed</td>\n",
+       "      <td>I00005</td>\n",
+       "      <td>T0035</td>\n",
        "      <td>123</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>123</th>\n",
-       "      <td>TL00124</td>\n",
-       "      <td>TinEye</td>\n",
-       "      <td></td>\n",
-       "      <td>TinEye</td>\n",
-       "      <td>https://tineye.com/</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td>reverse image search</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00125</td>\n",
-       "      <td>TinEye</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>tineye.com</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>search for images</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00126</td>\n",
-       "      <td>Tinfoleak</td>\n",
-       "      <td></td>\n",
-       "      <td>Tinfoleak</td>\n",
-       "      <td>https://tinfoleak.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Get useful overview related to a Twitter account</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00127</td>\n",
-       "      <td>Trendolizer</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://get.trendolizer.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>trending stories</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00128</td>\n",
-       "      <td>Trive</td>\n",
-       "      <td></td>\n",
-       "      <td>Trive</td>\n",
-       "      <td>https://trive.news/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>\"human swarming\"</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00129</td>\n",
-       "      <td>Truepic</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://www.truepic.com</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>image verification</td>\n",
-       "      <td></td>\n",
-       "      <td>images</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00130</td>\n",
-       "      <td>Truly Media</td>\n",
-       "      <td></td>\n",
-       "      <td>Athens Technology Centre (ATC)</td>\n",
-       "      <td>https://www.truly.media/</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>crowdsourced verification</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00131</td>\n",
-       "      <td>Trusted Times</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://trustedtimes.org</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>news article analysis</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00132</td>\n",
-       "      <td>Trustium</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/trus...</td>\n",
-       "      <td>Ratings</td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>site rating for advertisers</td>\n",
-       "      <td></td>\n",
-       "      <td>webpages</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\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>TL00133</td>\n",
-       "      <td>TruthNest</td>\n",
-       "      <td></td>\n",
-       "      <td>Athens Technology Centre (ATC)</td>\n",
-       "      <td>https://www.truthnest.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>twitter analytics</td>\n",
-       "      <td></td>\n",
-       "      <td>socialmedia</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00134</td>\n",
-       "      <td>TweetBeaver</td>\n",
-       "      <td></td>\n",
-       "      <td>TweetBeaver</td>\n",
-       "      <td>https://tweetbeaver.com/index.php</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>TweetBeaver account tools</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00135</td>\n",
-       "      <td>Twiangulate</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://twiangulate.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Twiangulate.com for mapping connections betwee...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00136</td>\n",
-       "      <td>Twitonomy</td>\n",
-       "      <td></td>\n",
-       "      <td>Twitonomy</td>\n",
-       "      <td>https://www.twitonomy.com/go-premium.php</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Analyzing a twitter account, hashtags, etc.</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00137</td>\n",
-       "      <td>Twitter advanced search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://twitter.com/search-advanced</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Twitter advanced search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00138</td>\n",
-       "      <td>Twitter Trails</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://twittertrails.com/</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>twitter tracking</td>\n",
-       "      <td></td>\n",
-       "      <td>socialmedia</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00139</td>\n",
-       "      <td>Twren</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://twren.ch/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Tool that lists the accounts that retweeted a ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00140</td>\n",
-       "      <td>URLScan</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://urlscan.io/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>URLScan is a free tool that gives an overview ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00141</td>\n",
-       "      <td>Viewcached.com</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://viewcached.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Viewcached.com tool for retrieving cached page...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00142</td>\n",
-       "      <td>ViewDNS</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://viewdns.info/reverseip/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>ViewDNS is another useful tool for analyzing d...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00143</td>\n",
-       "      <td>Vortimo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00144</td>\n",
-       "      <td>WayBack Machine</td>\n",
-       "      <td></td>\n",
-       "      <td>WayBack Machine</td>\n",
-       "      <td>https://chrome.google.com/webstore/detail/wayb...</td>\n",
-       "      <td>Browser Plugin</td>\n",
-       "      <td>Commonly used</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00145</td>\n",
-       "      <td>Webmii</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://webmii.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Webmii social media profile search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00146</td>\n",
-       "      <td>WhatsApp archiver</td>\n",
+       "      <td>IT00000141</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
        "      <td></td>\n",
-       "      <td>Tattle</td>\n",
-       "      <td>https://tattle.co.in/products/whatsapp-archiver</td>\n",
-       "      <td></td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>WhatsApp archiver</td>\n",
-       "      <td>https://github.com/tattle-made/whatsapp-scrape...</td>\n",
-       "      <td>messageapps</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00049</td>\n",
+       "      <td>T0052</td>\n",
        "      <td>146</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>146</th>\n",
-       "      <td>TL00147</td>\n",
-       "      <td>WhatsMyName</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://whatsmyname.app/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>An even more comprehensive tool for searching ...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00148</td>\n",
-       "      <td>Who Targets Me</td>\n",
+       "      <td>IT00000184</td>\n",
+       "      <td>News circulated/amplifed by tertiary sites (Ru...</td>\n",
        "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://whotargets.me/en/about-who-targets-me/</td>\n",
-       "      <td>Advertising Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>political ad scraper</td>\n",
-       "      <td>https://github.com/WhoTargetsMe/</td>\n",
-       "      <td>ads</td>\n",
-       "      <td></td>\n",
-       "      <td>browser extension</td>\n",
-       "      <td>open source</td>\n",
+       "      <td>I00063</td>\n",
+       "      <td>T0052</td>\n",
        "      <td>148</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>148</th>\n",
-       "      <td>TL00149</td>\n",
-       "      <td>Whoisology</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>https://whoisology.com/</td>\n",
-       "      <td>Website Analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Whoisology whois-domain search</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00150</td>\n",
-       "      <td>WhoPostedWhat</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>http://whopostedwhat.com/</td>\n",
-       "      <td>Social Media Search and Account Analysis</td>\n",
-       "      <td>Useful</td>\n",
-       "      <td></td>\n",
-       "      <td>Search for dates and date ranges on Facebook</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00151</td>\n",
-       "      <td>Wolf Totem</td>\n",
-       "      <td></td>\n",
-       "      <td>Omelas</td>\n",
-       "      <td>https://www.omelas.io/wolf-totem-product</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td>dashboard</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00152</td>\n",
-       "      <td>Yonder</td>\n",
-       "      <td></td>\n",
-       "      <td>Yonder</td>\n",
-       "      <td>https://www.yonder-ai.com</td>\n",
-       "      <td></td>\n",
-       "      <td>Designed for disinfo</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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>TL00153</td>\n",
-       "      <td>YouTube Data Viewer</td>\n",
-       "      <td></td>\n",
-       "      <td>Citizen Evidence Lab (Amnesty International)</td>\n",
-       "      <td>https://citizenevidence.org/2014/07/01/youtube...</td>\n",
-       "      <td>Image analysis</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Extract hidden data from videos hosted on YouT...</td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\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    TL00001                                   Account Analysis   \n",
-       "1    TL00002                                        Ad Observer   \n",
-       "2    TL00003                                           Aletheia   \n",
-       "3    TL00004                                              Alexa   \n",
-       "4    TL00005                                          AnalyzeID   \n",
-       "5    TL00006                                         Archive.is   \n",
-       "6    TL00007                                          Assembler   \n",
-       "7    TL00008                                     Backlink Watch   \n",
-       "8    TL00009                     Blackbird Constellation Engine   \n",
-       "9    TL00010                                       Bot Sentinel   \n",
-       "10   TL00011                                          Botometer   \n",
-       "11   TL00012                                          Botslayer   \n",
-       "12   TL00013                                          Builtwith   \n",
-       "13   TL00014                                           Buzzsumo   \n",
-       "14   TL00015                                            Buzzweb   \n",
-       "15   TL00016                                        Carbon Date   \n",
-       "16   TL00017                                              Check   \n",
-       "17   TL00018                               Check browser add-on   \n",
-       "18   TL00019                                       Check My Ads   \n",
-       "19   TL00020                                       Claim Review   \n",
-       "20   TL00021                                        ClaimBuster   \n",
-       "21   TL00022                          Corporate registrars list   \n",
-       "22   TL00023                                   Corporation Wiki   \n",
-       "23   TL00024  Counter propaganda and disinformation explorer...   \n",
-       "24   TL00025                     Crowdtangle (chrome extension)   \n",
-       "25   TL00026                                 Crowdtangle (full)   \n",
-       "26   TL00027                                     Deep Duck Dive   \n",
-       "27   TL00028                                    Disinfo Busters   \n",
-       "28   TL00029                             Disinformation Diaries   \n",
-       "29   TL00030                                          DNSlytics   \n",
-       "30   TL00031                                    Domain Big Data   \n",
-       "31   TL00032                                        DomainTools   \n",
-       "32   TL00033                                          e-witness   \n",
-       "33   TL00034                                           Emergent   \n",
-       "34   TL00035                                             Exodus   \n",
-       "35   TL00036              Facebook political/issue ads database   \n",
-       "36   TL00037                                Fakebook Experiment   \n",
-       "37   TL00038                                           FakeSpot   \n",
-       "38   TL00039                                          FBstalker   \n",
-       "39   TL00040                   Feed Reflect (browser extension)   \n",
-       "40   TL00041                                          FindClone   \n",
-       "41   TL00042                                               FOCA   \n",
-       "42   TL00043                                         Foller.me    \n",
-       "43   TL00044                                      Followerwonk    \n",
-       "44   TL00045                                          Fortis AI   \n",
-       "45   TL00046                                     Foto Forensics   \n",
-       "46   TL00047                                      FotoForensics   \n",
-       "47   TL00048                                    Free Online OCR   \n",
-       "48   TL00049                                           GenSynth   \n",
-       "49   TL00050                                              Gephi   \n",
-       "50   TL00051                                       Get Bad News   \n",
-       "51   TL00052                                           Ghostery   \n",
-       "52   TL00053              Giant Language Model Test Room (GLTR)   \n",
-       "53   TL00054                      Google political ads database   \n",
-       "54   TL00055                                      Google Trends   \n",
-       "55   TL00056                                            Gramspy   \n",
-       "56   TL00057                                         Graph.tips   \n",
-       "57   TL00058                                        Ground News   \n",
-       "58   TL00059                                              Hoaxy   \n",
-       "59   TL00060                                              Hooyu   \n",
-       "60   TL00061                                        Hypothes.is   \n",
-       "61   TL00062                        ICIJ Offshoreleaks Database   \n",
-       "62   TL00063                                      Iffy Quotient   \n",
-       "63   TL00064                                     Influence apps   \n",
-       "64   TL00065                                   Internet Archive   \n",
-       "65   TL00066                            Investigative Dashboard   \n",
-       "66   TL00067                                              InVid   \n",
-       "67   TL00068             Jeffrey Friedl's Image Metadata Viewer   \n",
-       "68   TL00069                                            Jod Bot   \n",
-       "69   TL00070                                            Keyhole   \n",
-       "70   TL00071                                            KeyHole   \n",
-       "71   TL00072                                             Kharon   \n",
-       "72   TL00073                                               Khoj   \n",
-       "73   TL00074                                               Kosh   \n",
-       "74   TL00075                                Little Sis database   \n",
-       "75   TL00076                                  Meltwater Explore   \n",
-       "76   TL00077                                        MentionMapp   \n",
-       "77   TL00078                                              MIDAC   \n",
-       "78   TL00079                                               Misp   \n",
-       "79   TL00080                                               Moat   \n",
-       "80   TL00081                                         Name2email   \n",
-       "81   TL00082                                            NameChk   \n",
-       "82   TL00083                                          NerdyData   \n",
-       "83   TL00084                                          NewsCheck   \n",
-       "84   TL00085                                          NewsGuard   \n",
-       "85   TL00086                                           NewsWhip   \n",
-       "86   TL00087                                             Nobias   \n",
-       "87   TL00088                                             NoBias   \n",
-       "88   TL00089                                    Open Corporates   \n",
-       "89   TL00090                                      Opensanctions   \n",
-       "90   TL00091                                    Orbis directory   \n",
-       "91   TL00092                                           Our.News   \n",
-       "92   TL00093                                         Pathmatics   \n",
-       "93   TL00094  PimEyes: Face Recognition Search Engine and Re...   \n",
-       "94   TL00095                                               Pipl   \n",
-       "95   TL00096                                Policy Change Index   \n",
-       "96   TL00097                                           PR Aegis   \n",
-       "97   TL00098                                   Predata Platform   \n",
-       "98   TL00099                                          Publicwww   \n",
-       "99   TL00100                                                  Q   \n",
-       "100  TL00101                                   Reality Defender   \n",
-       "101  TL00102                                             Reaper   \n",
-       "102  TL00103                                    Recorded Future   \n",
-       "103  TL00104                                          Remove.bg   \n",
-       "104  TL00105                               Reverse image search   \n",
-       "105  TL00106                               Reverse image search   \n",
-       "106  TL00107                                        SearchUsers   \n",
-       "107  TL00108     Sensity tool for detecting GAN generated faces   \n",
-       "108  TL00109                                    Share The Facts   \n",
-       "109  TL00110                                         SimilarWeb   \n",
-       "110  TL00111                                           Skopenow   \n",
-       "111  TL00112               Social Media Analysis Toolkit (SMAT)   \n",
-       "112  TL00113                                        SocialBlade   \n",
-       "113  TL00114                                       SocialReaper   \n",
-       "114  TL00115                                             Spokeo   \n",
-       "115  TL00116                                         Spy On Web   \n",
-       "116  TL00117                                             Squint   \n",
-       "117  TL00118                                             Tattle   \n",
-       "118  TL00119                                             TGStat   \n",
-       "119  TL00120                                         Thats Them   \n",
-       "120  TL00121                                      The News Hero   \n",
-       "121  TL00122                                The propaganda game   \n",
-       "122  TL00123                                               TIES   \n",
-       "123  TL00124                                             TinEye   \n",
-       "124  TL00125                                             TinEye   \n",
-       "125  TL00126                                          Tinfoleak   \n",
-       "126  TL00127                                        Trendolizer   \n",
-       "127  TL00128                                              Trive   \n",
-       "128  TL00129                                            Truepic   \n",
-       "129  TL00130                                        Truly Media   \n",
-       "130  TL00131                                      Trusted Times   \n",
-       "131  TL00132                                           Trustium   \n",
-       "132  TL00133                                          TruthNest   \n",
-       "133  TL00134                                        TweetBeaver   \n",
-       "134  TL00135                                        Twiangulate   \n",
-       "135  TL00136                                          Twitonomy   \n",
-       "136  TL00137                            Twitter advanced search   \n",
-       "137  TL00138                                     Twitter Trails   \n",
-       "138  TL00139                                              Twren   \n",
-       "139  TL00140                                            URLScan   \n",
-       "140  TL00141                                     Viewcached.com   \n",
-       "141  TL00142                                            ViewDNS   \n",
-       "142  TL00143                                            Vortimo   \n",
-       "143  TL00144                                    WayBack Machine   \n",
-       "144  TL00145                                             Webmii   \n",
-       "145  TL00146                                  WhatsApp archiver   \n",
-       "146  TL00147                                        WhatsMyName   \n",
-       "147  TL00148                                     Who Targets Me   \n",
-       "148  TL00149                                         Whoisology   \n",
-       "149  TL00150                                      WhoPostedWhat   \n",
-       "150  TL00151                                         Wolf Totem   \n",
-       "151  TL00152                                             Yonder   \n",
-       "152  TL00153                                YouTube Data Viewer   \n",
+       "       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  \\\n",
-       "0                                                        \n",
-       "1                                                        \n",
-       "2                                                        \n",
-       "3                                                        \n",
-       "4                                                        \n",
-       "5                                                        \n",
-       "6                                                        \n",
-       "7                                                        \n",
-       "8                                                        \n",
-       "9                                                        \n",
-       "10                                                       \n",
-       "11                                                       \n",
-       "12                                                       \n",
-       "13                                                       \n",
-       "14                                                       \n",
-       "15                                                       \n",
-       "16                                                       \n",
-       "17   Browse the internet, and find a Tweet, YouTube...   \n",
-       "18                                                       \n",
-       "19                                                       \n",
-       "20                                                       \n",
-       "21                                                       \n",
-       "22                                                       \n",
-       "23                                                       \n",
-       "24                                                       \n",
-       "25                                                       \n",
-       "26                                                       \n",
-       "27                                                       \n",
-       "28                                                       \n",
-       "29                                                       \n",
-       "30                                                       \n",
-       "31                                                       \n",
-       "32   eWitness uses blockchain to establish provenan...   \n",
-       "33   Emergent is a real-time rumor tracker. It's pa...   \n",
-       "34                                                       \n",
-       "35                                                       \n",
-       "36                                                       \n",
-       "37                                                       \n",
-       "38                                                       \n",
-       "39   Browser extension designed to promote awarenes...   \n",
-       "40                                                       \n",
-       "41                                                       \n",
-       "42                                                       \n",
-       "43                                                       \n",
-       "44                                                       \n",
-       "45                                                       \n",
-       "46                                                       \n",
-       "47                                                       \n",
-       "48                                                       \n",
-       "49                                                       \n",
-       "50                                                       \n",
-       "51                                                       \n",
-       "52   The aim of GLTR is to take the same models tha...   \n",
-       "53                                                       \n",
-       "54                                                       \n",
-       "55                                                       \n",
-       "56                                                       \n",
-       "57                                                       \n",
-       "58                                                       \n",
-       "59                                                       \n",
-       "60                                                       \n",
-       "61                                                       \n",
-       "62                                                       \n",
-       "63                                                       \n",
-       "64                                                       \n",
-       "65                                                       \n",
-       "66                                                       \n",
-       "67                                                       \n",
-       "68                                                       \n",
-       "69                                                       \n",
-       "70                                                       \n",
-       "71                                                       \n",
-       "72                                                       \n",
-       "73                                                       \n",
-       "74                                                       \n",
-       "75                                                       \n",
-       "76                                                       \n",
-       "77                                                       \n",
-       "78                                                       \n",
-       "79                                                       \n",
-       "80                                                       \n",
-       "81                                                       \n",
-       "82                                                       \n",
-       "83                                                       \n",
-       "84                                                       \n",
-       "85                                                       \n",
-       "86                                                       \n",
-       "87                                                       \n",
-       "88                                                       \n",
-       "89                                                       \n",
-       "90                                                       \n",
-       "91                                                       \n",
-       "92                                                       \n",
-       "93                                                       \n",
-       "94                                                       \n",
-       "95                                                       \n",
-       "96                                                       \n",
-       "97                                                       \n",
-       "98                                                       \n",
-       "99                                                       \n",
-       "100                                                      \n",
-       "101                                                      \n",
-       "102                                                      \n",
-       "103                                                      \n",
-       "104                                                      \n",
-       "105                                                      \n",
-       "106                                                      \n",
-       "107                                                      \n",
-       "108                                                      \n",
-       "109                                                      \n",
-       "110                                                      \n",
-       "111                                                      \n",
-       "112                                                      \n",
-       "113  scrapes Facebook, Twitter, Reddit, Youtube, Pi...   \n",
-       "114                                                      \n",
-       "115                                                      \n",
-       "116                                                      \n",
-       "117                                                      \n",
-       "118                                                      \n",
-       "119                                                      \n",
-       "120                                                      \n",
-       "121                                                      \n",
-       "122                                                      \n",
-       "123                                                      \n",
-       "124                                                      \n",
-       "125                                                      \n",
-       "126                                                      \n",
-       "127                                                      \n",
-       "128                                                      \n",
-       "129                                                      \n",
-       "130                                                      \n",
-       "131                                                      \n",
-       "132                                                      \n",
-       "133                                                      \n",
-       "134                                                      \n",
-       "135                                                      \n",
-       "136                                                      \n",
-       "137                                                      \n",
-       "138                                                      \n",
-       "139                                                      \n",
-       "140                                                      \n",
-       "141                                                      \n",
-       "142                                                      \n",
-       "143                                                      \n",
-       "144                                                      \n",
-       "145                                                      \n",
-       "146                                                      \n",
-       "147                                                      \n",
-       "148                                                      \n",
-       "149                                                      \n",
-       "150                                                      \n",
-       "151                                                      \n",
-       "152                                                      \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",
-       "                                          organization  \\\n",
-       "0                                     Account Analysis   \n",
-       "1                                  New York University   \n",
-       "2                                 Midstream Technology   \n",
-       "3                                                Alexa   \n",
-       "4                                                        \n",
-       "5                                                        \n",
-       "6                                                        \n",
-       "7                                       Backlink Watch   \n",
-       "8                                            Blackbird   \n",
-       "9                                                        \n",
-       "10                               University of Indiana   \n",
-       "11                               University of Indiana   \n",
-       "12                                                       \n",
-       "13                                                       \n",
-       "14                                                       \n",
-       "15                                                       \n",
-       "16                                              Meedan   \n",
-       "17                                              Meedan   \n",
-       "18                                        Check My Ads   \n",
-       "19                                          Schema.org   \n",
-       "20                    University of Texas at Arlington   \n",
-       "21                                    Kanton St.Gallen   \n",
-       "22                                    Corporation Wiki   \n",
-       "23                                                 IBM   \n",
-       "24                                            Facebook   \n",
-       "25                                            Facebook   \n",
-       "26                                                       \n",
-       "27                                                       \n",
-       "28                                                       \n",
-       "29                                                       \n",
-       "30                                                       \n",
-       "31                                                       \n",
-       "32                                                CUNY   \n",
-       "33                     Columbia University: Tow Center   \n",
-       "34                                         Exodus tool   \n",
-       "35                                            Facebook   \n",
-       "36                                               Avaaz   \n",
-       "37                                                       \n",
-       "38                                                       \n",
-       "39                                                       \n",
-       "40                                           FindClone   \n",
-       "41                                                       \n",
-       "42                                                       \n",
-       "43                                                       \n",
-       "44                                               Alion   \n",
-       "45                                      Hacker Factory   \n",
-       "46                                       FotoForensics   \n",
-       "47                                              NewOCR   \n",
-       "48                                           Darwin AI   \n",
-       "49                                                       \n",
-       "50                                                DROG   \n",
-       "51                                            Ghostery   \n",
-       "52                                                       \n",
-       "53                                              Google   \n",
-       "54                                                       \n",
-       "55                                                       \n",
-       "56                                                       \n",
-       "57                                         Ground News   \n",
-       "58                               University of Indiana   \n",
-       "59                                      Hooyu Business   \n",
-       "60                                         Hypothes.is   \n",
-       "61   The International Consortium of Investigative ...   \n",
-       "62                              University of Michigan   \n",
-       "63                                           Influence   \n",
-       "64                                    Internet Archive   \n",
-       "65   Organized Crime and Corruption Reporting Proje...   \n",
-       "66                                               InVid   \n",
-       "67                                         EXIF Reader   \n",
-       "68                                              Tattle   \n",
-       "69                                             Keyhole   \n",
-       "70                                             KeyHole   \n",
-       "71                                              Kharon   \n",
-       "72                                              Tattle   \n",
-       "73                                              Tattle   \n",
-       "74                                 Little Sis database   \n",
-       "75                                                       \n",
-       "76                               MentionMapp Analytics   \n",
-       "77                                         Mythos Labs   \n",
-       "78                                                       \n",
-       "79                                                Moat   \n",
-       "80                                          Name2email   \n",
-       "81                                                       \n",
-       "82                                           NerdyData   \n",
-       "83                                           NewsCheck   \n",
-       "84                                           NewsGuard   \n",
-       "85                                            NewsWhip   \n",
-       "86                                              Nobias   \n",
-       "87                                              NoBias   \n",
-       "88                                     Open Corporates   \n",
-       "89                                       Opensanctions   \n",
-       "90                                               Orbis   \n",
-       "91                                            Our.News   \n",
-       "92                                          Pathmatics   \n",
-       "93                                             PimEyes   \n",
-       "94                                                Pipl   \n",
-       "95                                 Policy Change Index   \n",
-       "96                                          Cosmetheus   \n",
-       "97                                             Predata   \n",
-       "98                                                       \n",
-       "99                                        Sparks&Honey   \n",
-       "100                                      AI Foundation   \n",
-       "101                                                      \n",
-       "102                                    Recorded Future   \n",
-       "103                                             Remove   \n",
-       "104                                         Karmadecay   \n",
-       "105                                             Yandex   \n",
-       "106                                                      \n",
-       "107                                            Sensity   \n",
-       "108                        Duke Reporters Lab / Jigsaw   \n",
-       "109                                         SimilarWeb   \n",
-       "110                                           Skopenow   \n",
-       "111                                                      \n",
-       "112                                                      \n",
-       "113                                                      \n",
-       "114                                             Spokeo   \n",
-       "115                                                      \n",
-       "116                                              MITRE   \n",
-       "117                                      Labor of Love   \n",
-       "118                                 Telegram Analytics   \n",
-       "119                                         Thats Them   \n",
-       "120                                      NATO Stratcom   \n",
-       "121                                                      \n",
-       "122                                           Facebook   \n",
-       "123                                             TinEye   \n",
-       "124                                                      \n",
-       "125                                          Tinfoleak   \n",
-       "126                                                      \n",
-       "127                                              Trive   \n",
-       "128                                                      \n",
-       "129                     Athens Technology Centre (ATC)   \n",
-       "130                                                      \n",
-       "131                                                      \n",
-       "132                     Athens Technology Centre (ATC)   \n",
-       "133                                        TweetBeaver   \n",
-       "134                                                      \n",
-       "135                                          Twitonomy   \n",
-       "136                                                      \n",
-       "137                                                      \n",
-       "138                                                      \n",
-       "139                                                      \n",
-       "140                                                      \n",
-       "141                                                      \n",
-       "142                                                      \n",
-       "143                                    WayBack Machine   \n",
-       "144                                                      \n",
-       "145                                             Tattle   \n",
-       "146                                                      \n",
-       "147                                                      \n",
-       "148                                                      \n",
-       "149                                                      \n",
-       "150                                             Omelas   \n",
-       "151                                             Yonder   \n",
-       "152       Citizen Evidence Lab (Amnesty International)   \n",
-       "\n",
-       "                                                   url  \\\n",
-       "0                         https://accountanalysis.app/   \n",
-       "1    https://chrome.google.com/webstore/detail/ad-o...   \n",
-       "2                                  http://midstream.us   \n",
-       "3                                https://www.alexa.com   \n",
-       "4                                http://analyzeid.com/   \n",
-       "5                                   http://archive.is/   \n",
-       "6                        https://projectassembler.org/   \n",
-       "7                        http://www.backlinkwatch.com/   \n",
-       "8                            https://www.blackbird.ai/   \n",
-       "9                             https://botsentinel.com/   \n",
-       "10                   https://botometer.iuni.iu.edu/#!/   \n",
-       "11          https://osome.iuni.iu.edu/tools/botslayer/   \n",
-       "12                                       Builtwith.com   \n",
-       "13                               https://buzzsumo.com/   \n",
-       "14                                https://buzzweb.pro/   \n",
-       "15                       http://carbondate.cs.odu.edu/   \n",
-       "16                            https://meedan.com/check   \n",
-       "17   https://chrome.google.com/webstore/detail/chec...   \n",
-       "18                         https://www.checkmyads.org/   \n",
-       "19                      https://schema.org/ClaimReview   \n",
-       "20                   https://idir.uta.edu/claimbuster/   \n",
-       "21   https://www.commercial-register.sg.ch/home/wor...   \n",
-       "22                    https://www.corporationwiki.com/   \n",
-       "23                          https://www.ibm.com/watson   \n",
-       "24       https://apps.crowdtangle.com/chrome-extension   \n",
-       "25                        https://www.crowdtangle.com/   \n",
-       "26                            https://deepdiveduck.com   \n",
-       "27                            http://disinfobusters.eu   \n",
-       "28   https://www.allianceofdemocracies.org/initiati...   \n",
-       "29                              https://dnslytics.com/   \n",
-       "30                          https://domainbigdata.com/   \n",
-       "31                      https://whois.domaintools.com/   \n",
-       "32               https://ewitness.commons.gc.cuny.edu/   \n",
-       "33                      http://www.emergent.info/about   \n",
-       "34           https://reports.exodus-privacy.eu.org/en/   \n",
-       "35   https://www.facebook.com/ads/archive/?active_s...   \n",
-       "36   https://secure.avaaz.org/campaign/en/disinfo_v...   \n",
-       "37                           https://www.fakespot.com/   \n",
-       "38                          https://fbstalker.thao.pw/   \n",
-       "39   https://chrome.google.com/webstore/detail/feed...   \n",
-       "40                               https://findclone.ru/   \n",
-       "41   https://www.elevenpaths.com/labstools/foca/ind...   \n",
-       "42                                  https://foller.me/   \n",
-       "43                           https://followerwonk.com/   \n",
-       "44                        https://www.alionscience.com   \n",
-       "45                            http://fotoforensics.com   \n",
-       "46                           http://fotoforensics.com/   \n",
-       "47                             https://www.newocr.com/   \n",
-       "48                            https://www.darwinai.com   \n",
-       "49                    https://gephi.org/users/install/   \n",
-       "50                       https://getbadnews.com/#intro   \n",
-       "51   https://chrome.google.com/webstore/detail/ghos...   \n",
-       "52                                      http://gltr.io   \n",
-       "53   http://transparencyreport.google.com/political...   \n",
-       "54                    https://trends.google.com/trends   \n",
-       "55                                 http://gramspy.com/   \n",
-       "56                              http://graph.tips/beta   \n",
-       "57                       https://www.ground.news/about   \n",
-       "58                                                       \n",
-       "59                           https://hooyubusiness.com   \n",
-       "60                            https://web.hypothes.is/   \n",
-       "61                     https://offshoreleaks.icij.org/   \n",
-       "62     https://csmr.umich.edu/platform-health-metrics/   \n",
-       "63                         https://startinfluence.com/   \n",
-       "64                            https://archive.org/web/   \n",
-       "65                 https://investigativedashboard.org/   \n",
-       "66                       https://www.invid-project.eu/   \n",
-       "67                             http://exif.regex.info/   \n",
-       "68               https://tattle.co.in/products/jod-bot   \n",
-       "69                                 https://keyhole.co/   \n",
-       "70                                 https://keyhole.co/   \n",
-       "71                              https://www.kharon.com   \n",
-       "72   https://github.com/tattle-made/archive-telegra...   \n",
-       "73                 https://tattle.co.in/products/kosh/   \n",
-       "74                              https://littlesis.org/   \n",
-       "75   https://www.meltwater.com/en/solutions/social-...   \n",
-       "76                            https://mentionmapp.com/   \n",
-       "77                          http://www.mythoslabs.org/   \n",
-       "78                       https://www.misp-project.org/   \n",
-       "79                                   https://moat.com/   \n",
-       "80                             https://name2email.com/   \n",
-       "81                                https://namechk.com/   \n",
-       "82                        https://nerdydata.com/search   \n",
-       "83                          https://www.newscheck.com/   \n",
-       "84                      https://www.newsguardtech.com/   \n",
-       "85                           https://www.newswhip.com/   \n",
-       "86                                 https://nobias.com/   \n",
-       "87                                 https://nobias.com/   \n",
-       "88                         https://opencorporates.com/   \n",
-       "89                      https://www.opensanctions.org/   \n",
-       "90   https://orbisdirectory.bvdinfo.com/version-201...   \n",
-       "91                                   https://our.news/   \n",
-       "92                         https://www.pathmatics.com/   \n",
-       "93                              https://pimeyes.com/en   \n",
-       "94                                   https://pipl.com/   \n",
-       "95                      https://policychangeindex.org/   \n",
-       "96                             https://cosmetheus.com/   \n",
-       "97                                 https://predata.com   \n",
-       "98                              https://publicwww.com/   \n",
-       "99                     https://www.sparksandhoney.com/   \n",
-       "100                                https://rd2020.org/   \n",
-       "101                             https://reaper.social/   \n",
-       "102                     https://www.recordedfuture.com   \n",
-       "103                             https://www.remove.bg/   \n",
-       "104                             http://karmadecay.com/   \n",
-       "105                         https://yandex.com/images/   \n",
-       "106                           https://searchusers.com/   \n",
-       "107     https://platform.sensity.ai/deepfake-detection   \n",
-       "108                                                      \n",
-       "109                             http://similarweb.com/   \n",
-       "110                          https://www.skopenow.com/   \n",
-       "111                          https://www.smat-app.com/   \n",
-       "112                            https://socialblade.com   \n",
-       "113                                                      \n",
-       "114                             http://www.spokeo.com/   \n",
-       "115                           http://www.spyonweb.com/   \n",
-       "116  https://www.mitre.org/publications/project-sto...   \n",
-       "117  https://play.google.com/store/apps/details?id=...   \n",
-       "118                                  http://tgstat.com   \n",
-       "119                             https://thatsthem.com/   \n",
-       "120                       https://www.thenewshero.org/   \n",
-       "121                         https://propagandagame.org   \n",
-       "122  https://www.socialmediatoday.com/news/facebook...   \n",
-       "123                                https://tineye.com/   \n",
-       "124                                         tineye.com   \n",
-       "125                             https://tinfoleak.com/   \n",
-       "126                        http://get.trendolizer.com/   \n",
-       "127                                https://trive.news/   \n",
-       "128                            https://www.truepic.com   \n",
-       "129                           https://www.truly.media/   \n",
-       "130                           https://trustedtimes.org   \n",
-       "131  https://chrome.google.com/webstore/detail/trus...   \n",
-       "132                          https://www.truthnest.com   \n",
-       "133                  https://tweetbeaver.com/index.php   \n",
-       "134                            http://twiangulate.com/   \n",
-       "135           https://www.twitonomy.com/go-premium.php   \n",
-       "136                https://twitter.com/search-advanced   \n",
-       "137                          http://twittertrails.com/   \n",
-       "138                                  https://twren.ch/   \n",
-       "139                                https://urlscan.io/   \n",
-       "140                             http://viewcached.com/   \n",
-       "141                    https://viewdns.info/reverseip/   \n",
-       "142                                                      \n",
-       "143  https://chrome.google.com/webstore/detail/wayb...   \n",
-       "144                                 http://webmii.com/   \n",
-       "145    https://tattle.co.in/products/whatsapp-archiver   \n",
-       "146                           https://whatsmyname.app/   \n",
-       "147     https://whotargets.me/en/about-who-targets-me/   \n",
-       "148                            https://whoisology.com/   \n",
-       "149                          http://whopostedwhat.com/   \n",
-       "150           https://www.omelas.io/wolf-totem-product   \n",
-       "151                          https://www.yonder-ai.com   \n",
-       "152  https://citizenevidence.org/2014/07/01/youtube...   \n",
-       "\n",
-       "                                     category    disinformation_use  \\\n",
-       "0    Social Media Search and Account Analysis                         \n",
-       "1                        Advertising Analysis  Designed for disinfo   \n",
-       "2                            Network analysis  Designed for disinfo   \n",
-       "3                        Web Traffic Analysis                         \n",
-       "4                            Website Analysis                Useful   \n",
-       "5                            Website Analysis                         \n",
-       "6                              Image analysis  Designed for disinfo   \n",
-       "7                        Web Traffic Analysis                         \n",
-       "8                                              Designed for disinfo   \n",
-       "9                                Bot analysis  Designed for disinfo   \n",
-       "10                               Bot analysis  Designed for disinfo   \n",
-       "11                               Bot analysis  Designed for disinfo   \n",
-       "12                                             Designed for disinfo   \n",
-       "13                                                    Commonly used   \n",
-       "14   Social Media Search and Account Analysis                         \n",
-       "15                           Website Analysis                         \n",
-       "16                                             Designed for disinfo   \n",
-       "17                                             Designed for disinfo   \n",
-       "18                                                                    \n",
-       "19                                             Designed for disinfo   \n",
-       "20                                             Designed for disinfo   \n",
-       "21                   Corporate/Business Tools                         \n",
-       "22                   Corporate/Business Tools                         \n",
-       "23                                             Designed for disinfo   \n",
-       "24                                                    Commonly used   \n",
-       "25                                                    Commonly used   \n",
-       "26                           Website Analysis                         \n",
-       "27                                                                    \n",
-       "28                                             Designed for disinfo   \n",
-       "29                           Website Analysis                         \n",
-       "30                           Website Analysis                         \n",
-       "31                           Website Analysis                         \n",
-       "32                             Image analysis    Potentially useful   \n",
-       "33                                             Designed for disinfo   \n",
-       "34                       Advertising Analysis                         \n",
-       "35                       Advertising Analysis                         \n",
-       "36                                                                    \n",
-       "37   Social Media Search and Account Analysis                         \n",
-       "38   Social Media Search and Account Analysis                         \n",
-       "39                                               Potentially useful   \n",
-       "40                             Image analysis                         \n",
-       "41                           Website Analysis                         \n",
-       "42   Social Media Search and Account Analysis                         \n",
-       "43   Social Media Search and Account Analysis                         \n",
-       "44                                               Potentially useful   \n",
-       "45                             Image analysis                Useful   \n",
-       "46                             Image analysis                         \n",
-       "47                             Image analysis                         \n",
-       "48                                               Potentially useful   \n",
-       "49                           Network analysis         Commonly used   \n",
-       "50                                             Designed for disinfo   \n",
-       "51                             Browser Plugin                         \n",
-       "52                                             Designed for disinfo   \n",
-       "53                       Advertising Analysis                         \n",
-       "54                                                    Commonly used   \n",
-       "55   Social Media Search and Account Analysis                         \n",
-       "56   Social Media Search and Account Analysis                Useful   \n",
-       "57                                                                    \n",
-       "58                                             Designed for disinfo   \n",
-       "59                             Finding People                         \n",
-       "60                                                    Commonly used   \n",
-       "61                   Corporate/Business Tools                         \n",
-       "62                                    Ratings  Designed for disinfo   \n",
-       "63                                             Designed for disinfo   \n",
-       "64                           Website Analysis                         \n",
-       "65                   Corporate/Business Tools                         \n",
-       "66                             Image analysis         Commonly used   \n",
-       "67                             Image analysis                Useful   \n",
-       "68                                                                    \n",
-       "69                                                                    \n",
-       "70                                                                    \n",
-       "71                                                                    \n",
-       "72                                                                    \n",
-       "73                                                                    \n",
-       "74                   Corporate/Business Tools                         \n",
-       "75                                                                    \n",
-       "76                           Network analysis         Commonly used   \n",
-       "77                                             Designed for disinfo   \n",
-       "78                                                           Useful   \n",
-       "79                       Advertising Analysis                         \n",
-       "80                             Finding People                         \n",
-       "81   Social Media Search and Account Analysis                         \n",
-       "82                           Website Analysis                         \n",
-       "83                                             Designed for disinfo   \n",
-       "84                                             Designed for disinfo   \n",
-       "85                                                                    \n",
-       "86                                             Designed for disinfo   \n",
-       "87                                                                    \n",
-       "88                   Corporate/Business Tools                         \n",
-       "89                   Corporate/Business Tools                         \n",
-       "90                   Corporate/Business Tools                         \n",
-       "91                                                                    \n",
-       "92                       Advertising Analysis                         \n",
-       "93                                                                    \n",
-       "94                             Finding People                         \n",
-       "95                                                                    \n",
-       "96                                                                    \n",
-       "97                                                                    \n",
-       "98                           Website Analysis                         \n",
-       "99                                                                    \n",
-       "100                            Image analysis                         \n",
-       "101                                                          Useful   \n",
-       "102                                                                   \n",
-       "103                            Image analysis                         \n",
-       "104                            Image analysis                         \n",
-       "105                            Image analysis         Commonly used   \n",
-       "106  Social Media Search and Account Analysis                         \n",
-       "107                            Image analysis                         \n",
-       "108                                            Designed for disinfo   \n",
-       "109                      Web Traffic Analysis                         \n",
-       "110                            Finding People                         \n",
-       "111                                                                   \n",
-       "112  Social Media Search and Account Analysis                         \n",
-       "113                                                                   \n",
-       "114                            Finding People                         \n",
-       "115                          Website Analysis                         \n",
-       "116                                            Designed for disinfo   \n",
-       "117                                                                   \n",
-       "118  Social Media Search and Account Analysis                Useful   \n",
-       "119                            Finding People                         \n",
-       "120                                            Designed for disinfo   \n",
-       "121                                            Designed for disinfo   \n",
-       "122                                            Designed for disinfo   \n",
-       "123                            Image analysis         Commonly used   \n",
-       "124                            Image analysis                         \n",
-       "125  Social Media Search and Account Analysis                         \n",
-       "126                                                                   \n",
-       "127                                                                   \n",
-       "128                            Image analysis                         \n",
-       "129                                            Designed for disinfo   \n",
-       "130                                                                   \n",
-       "131                                   Ratings  Designed for disinfo   \n",
-       "132                                            Designed for disinfo   \n",
-       "133  Social Media Search and Account Analysis                         \n",
-       "134  Social Media Search and Account Analysis                         \n",
-       "135  Social Media Search and Account Analysis                         \n",
-       "136  Social Media Search and Account Analysis                         \n",
-       "137                                                                   \n",
-       "138  Social Media Search and Account Analysis                         \n",
-       "139                          Website Analysis                         \n",
-       "140                          Website Analysis                         \n",
-       "141                          Website Analysis                         \n",
-       "142                                                          Useful   \n",
-       "143                            Browser Plugin         Commonly used   \n",
-       "144  Social Media Search and Account Analysis                         \n",
-       "145                                                          Useful   \n",
-       "146  Social Media Search and Account Analysis                         \n",
-       "147                      Advertising Analysis                         \n",
-       "148                          Website Analysis                         \n",
-       "149  Social Media Search and Account Analysis                Useful   \n",
-       "150                                            Designed for disinfo   \n",
-       "151                                            Designed for disinfo   \n",
-       "152                            Image analysis                         \n",
-       "\n",
-       "    cogseccollab_use                                           function  \\\n",
-       "0                     Account Analysis is another great Twitter acco...   \n",
-       "1                                                 Collect and share ads   \n",
-       "2                                    social network analysis; astroturf   \n",
-       "3                                                                         \n",
-       "4                      AnalyzeID find related websites through ad codes   \n",
-       "5                     Archive.is often used for social media profile...   \n",
-       "6                                                        image analysis   \n",
-       "7                                                      Backlink checker   \n",
-       "8                                                                         \n",
-       "9                yes                                                      \n",
-       "10                                                                        \n",
-       "11                                                                        \n",
-       "12               yes           website details, links to other websites   \n",
-       "13                                             trends; social listening   \n",
-       "14                                      Buzzweb Instagram analysis tool   \n",
-       "15                    A tool that tries to guess when a webpage firs...   \n",
-       "16                                                                        \n",
-       "17                                                                        \n",
-       "18                                                                        \n",
-       "19                                                                        \n",
-       "20                                                                        \n",
-       "21                        List of corporate registrars around the world   \n",
-       "22                                                                        \n",
-       "23                                                       summarisation?   \n",
-       "24               yes                                                      \n",
-       "25                                                                        \n",
-       "26                    Paid tool to monitor changes to specific webpages   \n",
-       "27                                                                        \n",
-       "28                                                             training   \n",
-       "29                    DNSlytics is another great tool for connecting...   \n",
-       "30                        Domain Big Data free whois/domain name search   \n",
-       "31                    DomainTools paid whois search and investigatio...   \n",
-       "32                                                     image provenance   \n",
-       "33                                                        rumor tracker   \n",
-       "34                    Exodus tool to evaluate a mobile app’s permiss...   \n",
-       "35                                Facebook political/issue ads database   \n",
-       "36                                                                        \n",
-       "37                    Tool to analyze whether reviews on amazon/Yelp...   \n",
-       "38                                        Facebook profile investigator   \n",
-       "39                                                                        \n",
-       "40                                     Reverse image/facial recognition   \n",
-       "41                    FOCA tool for analyzing metadata in documents ...   \n",
-       "42                                      Foller.me Analytics for Twitter   \n",
-       "43                    Followerwonk Twitter tool for searching bios, ...   \n",
-       "44                                                          IO platform   \n",
-       "45                                                      image forensics   \n",
-       "46                                                                        \n",
-       "47                         Take an image and convert characters to text   \n",
-       "48                                           explainable AI - relevant?   \n",
-       "49                                                network visualisation   \n",
-       "50                                                             training   \n",
-       "51                                                                        \n",
-       "52                                                       text forensics   \n",
-       "53                                        Google political ads database   \n",
-       "54                                                               trends   \n",
-       "55                                      Gramspy Instagram analysis tool   \n",
-       "56                                      Facebook Graph search interface   \n",
-       "57                                           bias tags on news articles   \n",
-       "58                                                                        \n",
-       "59                    Hooyu is a great paid tool for identifying con...   \n",
-       "60                                                       webpage markup   \n",
-       "61                                                                        \n",
-       "62                                                                        \n",
-       "63                                                                        \n",
-       "64                                     Internet Archive/Wayback Machine   \n",
-       "65                                                                        \n",
-       "66                                         image and video verification   \n",
-       "67                                                                        \n",
-       "68                                                    Telegram archiver   \n",
-       "69                                                   impact measurement   \n",
-       "70                                                   impact measurement   \n",
-       "71                                             data and analytics tools   \n",
-       "72                                                 message verification   \n",
-       "73                                                              archive   \n",
-       "74                         Relationships between people, companies etc.   \n",
-       "75                                             trends; social listening   \n",
-       "76                                         social network visualisation   \n",
-       "77                                               countering with humour   \n",
-       "78                                                                        \n",
-       "79                                               Moat ad analytics tool   \n",
-       "80                    Name2email browser extension that helps you fi...   \n",
-       "81                    Tool to see if a username is used across diffe...   \n",
-       "82                                         NerdyData source code search   \n",
-       "83                                                                        \n",
-       "84                                         trust rating system for urls   \n",
-       "85                                               soclal media analytics   \n",
-       "86                                                                        \n",
-       "87                                                                        \n",
-       "88                                                                        \n",
-       "89                    Global database of persons and companies of po...   \n",
-       "90                                                Paid corporate search   \n",
-       "91                                                                        \n",
-       "92                    Pathmatics display and Facebook ads tracking t...   \n",
-       "93                    Advanced face recognition search engine, a rev...   \n",
-       "94                                                   Pipl people Search   \n",
-       "95                                           automated content analysis   \n",
-       "96                                                                        \n",
-       "97                                                                        \n",
-       "98                    Publicwww, search to see how many websites hav...   \n",
-       "99                                                                        \n",
-       "100                                              detect synthetic media   \n",
-       "101                                                                       \n",
-       "102                                                                       \n",
-       "103                   Free tool that helps remove background images ...   \n",
-       "104                                Reverse image search tool for Reddit   \n",
-       "105                                                                       \n",
-       "106                   A tool to search for Instagram users by name o...   \n",
-       "107                                                                       \n",
-       "108                                                                       \n",
-       "109                                                                       \n",
-       "110                                   Skopenow (an excellent paid tool)   \n",
-       "111                                                              trends   \n",
-       "112                   SocialBlade tool for analyzing YouTube, Twitte...   \n",
-       "113                                                                       \n",
-       "114                         Spokeo people search (good for the US only)   \n",
-       "115                   Spy On Web search for tracking Google Analytic...   \n",
-       "116                                                                       \n",
-       "117                                         WhatsApp message forwarding   \n",
-       "118                     A tool for analyzing a Telegram account/channel   \n",
-       "119                                            Thats Them people search   \n",
-       "120                                                            training   \n",
-       "121                                                            training   \n",
-       "122                                                                       \n",
-       "123                                                reverse image search   \n",
-       "124                                                   search for images   \n",
-       "125                    Get useful overview related to a Twitter account   \n",
-       "126                                                    trending stories   \n",
-       "127                                                    \"human swarming\"   \n",
-       "128                                                  image verification   \n",
-       "129                                           crowdsourced verification   \n",
-       "130                                               news article analysis   \n",
-       "131                                         site rating for advertisers   \n",
-       "132                                                   twitter analytics   \n",
-       "133                                           TweetBeaver account tools   \n",
-       "134                   Twiangulate.com for mapping connections betwee...   \n",
-       "135                         Analyzing a twitter account, hashtags, etc.   \n",
-       "136                                             Twitter advanced search   \n",
-       "137                                                    twitter tracking   \n",
-       "138                   Tool that lists the accounts that retweeted a ...   \n",
-       "139                   URLScan is a free tool that gives an overview ...   \n",
-       "140                   Viewcached.com tool for retrieving cached page...   \n",
-       "141                   ViewDNS is another useful tool for analyzing d...   \n",
-       "142                                                                       \n",
-       "143                                                                       \n",
-       "144                                  Webmii social media profile search   \n",
-       "145                                                   WhatsApp archiver   \n",
-       "146                   An even more comprehensive tool for searching ...   \n",
-       "147                                                political ad scraper   \n",
-       "148                                      Whoisology whois-domain search   \n",
-       "149                        Search for dates and date ranges on Facebook   \n",
-       "150                                                           dashboard   \n",
-       "151                                                                       \n",
-       "152                   Extract hidden data from videos hosted on YouT...   \n",
-       "\n",
-       "                                              code_url    artifacts  \\\n",
-       "0                                                                     \n",
-       "1                                                               ads   \n",
-       "2                                                          accounts   \n",
-       "3                                                                     \n",
-       "4                                                                     \n",
-       "5                                                                     \n",
-       "6                                                            images   \n",
-       "7                                                                     \n",
-       "8                                                                     \n",
-       "9                                                          accounts   \n",
-       "10                                                         accounts   \n",
-       "11                                                         accounts   \n",
-       "12                                                         webpages   \n",
-       "13                                                                    \n",
-       "14                                                                    \n",
-       "15                                                                    \n",
-       "16                     https://github.com/meedan/check                \n",
-       "17                                                        artifacts   \n",
-       "18                                                                    \n",
-       "19                                                                    \n",
-       "20                                                                    \n",
-       "21                                                                    \n",
-       "22                                                                    \n",
-       "23                                                                    \n",
-       "24                                                      socialmedia   \n",
-       "25                                                      socialmedia   \n",
-       "26                                                                    \n",
-       "27                                                                    \n",
-       "28                                                                    \n",
-       "29                                                                    \n",
-       "30                                                                    \n",
-       "31                                                                    \n",
-       "32                                                           images   \n",
-       "33                                                                    \n",
-       "34                                                                    \n",
-       "35                                                                    \n",
-       "36                                                                    \n",
-       "37                                                                    \n",
-       "38                                                                    \n",
-       "39                                                                    \n",
-       "40                                                                    \n",
-       "41                                                                    \n",
-       "42                                                                    \n",
-       "43                                                                    \n",
-       "44                                                                    \n",
-       "45                                                           images   \n",
-       "46                                                                    \n",
-       "47                                                                    \n",
-       "48                                                                    \n",
-       "49                                                                    \n",
-       "50                                                                    \n",
-       "51                                                                    \n",
-       "52                                                             text   \n",
-       "53                                                                    \n",
-       "54                                                                    \n",
-       "55                                                                    \n",
-       "56                                                                    \n",
-       "57                                                                    \n",
-       "58                                                                    \n",
-       "59                                                                    \n",
-       "60                                                         webpages   \n",
-       "61                                                                    \n",
-       "62                                                                    \n",
-       "63                                                                    \n",
-       "64                                                                    \n",
-       "65                                                                    \n",
-       "66                                                           images   \n",
-       "67                                                                    \n",
-       "68   https://github.com/tattle-made/archive-telegra...  messageapps   \n",
-       "69                                                                    \n",
-       "70                                                                    \n",
-       "71                                                                    \n",
-       "72   https://github.com/tattle-made/archive-telegra...  messageapps   \n",
-       "73                 https://github.com/tattle-made/kosh  messageapps   \n",
-       "74                                                                    \n",
-       "75                                                                    \n",
-       "76                                                                    \n",
-       "77                                                                    \n",
-       "78                                                                    \n",
-       "79                                                                    \n",
-       "80                                                                    \n",
-       "81                                                                    \n",
-       "82                                                                    \n",
-       "83                                                                    \n",
-       "84                                                         webpages   \n",
-       "85                                                                    \n",
-       "86                                                                    \n",
-       "87                                                                    \n",
-       "88                                                                    \n",
-       "89                                                                    \n",
-       "90                                                                    \n",
-       "91                                                                    \n",
-       "92                                                                    \n",
-       "93                                                                    \n",
-       "94                                                                    \n",
-       "95                        https://github.com/PSLmodels                \n",
-       "96                                                                    \n",
-       "97                                                                    \n",
-       "98                                                                    \n",
-       "99                                                                    \n",
-       "100                                                          images   \n",
-       "101              https://github.com/ScriptSmith/reaper                \n",
-       "102                                                                   \n",
-       "103                                                                   \n",
-       "104                                                                   \n",
-       "105                                                                   \n",
-       "106                                                                   \n",
-       "107                                                                   \n",
-       "108                                                                   \n",
-       "109                                                                   \n",
-       "110                                                                   \n",
-       "111                                                                   \n",
-       "112                                                                   \n",
-       "113        https://github.com/ScriptSmith/socialreaper                \n",
-       "114                                                                   \n",
-       "115                                                                   \n",
-       "116                                                                   \n",
-       "117                                                     messageapps   \n",
-       "118                                                                   \n",
-       "119                                                                   \n",
-       "120                                                                   \n",
-       "121                                                                   \n",
-       "122                                                                   \n",
-       "123                                                          images   \n",
-       "124                                                          images   \n",
-       "125                                                                   \n",
-       "126                                                                   \n",
-       "127                                                                   \n",
-       "128                                                          images   \n",
-       "129                                                                   \n",
-       "130                                                        webpages   \n",
-       "131                                                        webpages   \n",
-       "132                                                     socialmedia   \n",
-       "133                                                                   \n",
-       "134                                                                   \n",
-       "135                                                                   \n",
-       "136                                                                   \n",
-       "137                                                     socialmedia   \n",
-       "138                                                                   \n",
-       "139                                                                   \n",
-       "140                                                                   \n",
-       "141                                                                   \n",
-       "142                                                                   \n",
-       "143                                                                   \n",
-       "144                                                                   \n",
-       "145  https://github.com/tattle-made/whatsapp-scrape...  messageapps   \n",
-       "146                                                                   \n",
-       "147                   https://github.com/WhoTargetsMe/          ads   \n",
-       "148                                                                   \n",
-       "149                                                                   \n",
-       "150                                                                   \n",
-       "151                                                                   \n",
-       "152                                                                   \n",
-       "\n",
-       "    automation                      platform   accessibility   id  \n",
-       "0                                                               1  \n",
-       "1        human             browser extension                    2  \n",
-       "2                                                               3  \n",
-       "3                                                               4  \n",
-       "4                                                               5  \n",
-       "5                                                               6  \n",
-       "6                                                               7  \n",
-       "7                                                               8  \n",
-       "8                                                       paid    9  \n",
-       "9                                                              10  \n",
-       "10                                                             11  \n",
-       "11                                                             12  \n",
-       "12                                                  Freemium   13  \n",
-       "13                                                      paid   14  \n",
-       "14                                                             15  \n",
-       "15                                                             16  \n",
-       "16       human                                   open source   17  \n",
-       "17                         browser extension                   18  \n",
-       "18                                                             19  \n",
-       "19                                                             20  \n",
-       "20                                                             21  \n",
-       "21                                                             22  \n",
-       "22                                                             23  \n",
-       "23                                                             24  \n",
-       "24                         browser extension            Free   25  \n",
-       "25                                            request access   26  \n",
-       "26                                                             27  \n",
-       "27                                                             28  \n",
-       "28                                                             29  \n",
-       "29                                                             30  \n",
-       "30                                                             31  \n",
-       "31                                                             32  \n",
-       "32                                                             33  \n",
-       "33                                                             34  \n",
-       "34                                                             35  \n",
-       "35                                                             36  \n",
-       "36                                                             37  \n",
-       "37                                                             38  \n",
-       "38                                                             39  \n",
-       "39                         browser extension                   40  \n",
-       "40                                                             41  \n",
-       "41                                                             42  \n",
-       "42                                                             43  \n",
-       "43                                                             44  \n",
-       "44                                                             45  \n",
-       "45                                                             46  \n",
-       "46                                                             47  \n",
-       "47                                                             48  \n",
-       "48                                                             49  \n",
-       "49                             Install on PC                   50  \n",
-       "50                                                             51  \n",
-       "51                                                             52  \n",
-       "52                                                             53  \n",
-       "53                                                             54  \n",
-       "54                                                      free   55  \n",
-       "55                                                             56  \n",
-       "56                                                             57  \n",
-       "57                         browser extension                   58  \n",
-       "58                                                             59  \n",
-       "59                                                             60  \n",
-       "60       human                                                 61  \n",
-       "61                                                             62  \n",
-       "62                                                             63  \n",
-       "63                                                      paid   64  \n",
-       "64                                                             65  \n",
-       "65                                                             66  \n",
-       "66                                                             67  \n",
-       "67                                                             68  \n",
-       "68                                               open source   69  \n",
-       "69                                                             70  \n",
-       "70                                                             71  \n",
-       "71                                                             72  \n",
-       "72                                               open source   73  \n",
-       "73                                               open source   74  \n",
-       "74                                                             75  \n",
-       "75                                                      paid   76  \n",
-       "76                                                             77  \n",
-       "77                                                             78  \n",
-       "78                                               open source   79  \n",
-       "79                                                             80  \n",
-       "80                                                             81  \n",
-       "81                                                             82  \n",
-       "82                                                             83  \n",
-       "83                                                             84  \n",
-       "84                                                             85  \n",
-       "85                                                             86  \n",
-       "86                         browser extension                   87  \n",
-       "87                         browser extension                   88  \n",
-       "88                                                             89  \n",
-       "89                                                             90  \n",
-       "90                                                             91  \n",
-       "91                         browser extension                   92  \n",
-       "92                                                             93  \n",
-       "93                                                             94  \n",
-       "94                                                             95  \n",
-       "95                                               open source   96  \n",
-       "96                                                             97  \n",
-       "97                                                             98  \n",
-       "98                                                             99  \n",
-       "99                                                            100  \n",
-       "100                                           request access  101  \n",
-       "101                                                           102  \n",
-       "102                                                           103  \n",
-       "103                                                           104  \n",
-       "104                                                           105  \n",
-       "105                                                           106  \n",
-       "106                                                           107  \n",
-       "107                                                           108  \n",
-       "108                                                           109  \n",
-       "109                                                           110  \n",
-       "110                                                           111  \n",
-       "111                                                           112  \n",
-       "112                                                           113  \n",
-       "113                                                           114  \n",
-       "114                                                           115  \n",
-       "115                                                           116  \n",
-       "116             browser extension;mobile app                  117  \n",
-       "117                                                           118  \n",
-       "118                                                           119  \n",
-       "119                                                           120  \n",
-       "120                                                           121  \n",
-       "121                                                           122  \n",
-       "122                                                   closed  123  \n",
-       "123                        browser extension                  124  \n",
-       "124                                                           125  \n",
-       "125                                                           126  \n",
-       "126                                                           127  \n",
-       "127                        browser extension                  128  \n",
-       "128                                                           129  \n",
-       "129                                                           130  \n",
-       "130                        browser extension                  131  \n",
-       "131                        browser extension                  132  \n",
-       "132                                                           133  \n",
-       "133                                                           134  \n",
-       "134                                                           135  \n",
-       "135                                                           136  \n",
-       "136                                                           137  \n",
-       "137                                                           138  \n",
-       "138                                                           139  \n",
-       "139                                                           140  \n",
-       "140                                                           141  \n",
-       "141                                                           142  \n",
-       "142                                                           143  \n",
-       "143                                                           144  \n",
-       "144                                                           145  \n",
-       "145                                              open source  146  \n",
-       "146                                                           147  \n",
-       "147                        browser extension     open source  148  \n",
-       "148                                                           149  \n",
-       "149                                                           150  \n",
-       "150                                                           151  \n",
-       "151                                                           152  \n",
-       "152                                                           153  "
+       "    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",
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+       "183        T0023  184  \n",
+       "184        T0022  185  \n",
+       "185        T0008  186  "
       ]
      },
-     "execution_count": 1,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -4130,7 +2365,7 @@
     "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', 'name', 'summary'])\n",
+    "newtable = add_table(amitt.df_playbooks, '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",
@@ -4148,9 +2383,11 @@
     "\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",
-    "# incidenttechnique crosstable - and others, inc incidentcounter - create from data\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",
@@ -4164,6 +2401,11 @@
     "                                              '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",
@@ -4186,1409 +2428,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "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_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",
-      "df_incidents columns: Index(['amitt_id', 'name', 'objecttype', 'summary', 'year_started',\n",
-      "       'attributions_seen', 'found_in_country', 'urls', 'notes', 'when_added',\n",
-      "       'found_via', 'longname'],\n",
-      "      dtype='object')\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
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-       "  <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>0</th>\n",
-       "      <td>I00001</td>\n",
-       "      <td>Blacktivists facebook group</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Internet Research Agency created fake @blackti...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://money.cnn.com/2017/09/28/media/blackti...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00001 - Blacktivists facebook group</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>I00002</td>\n",
-       "      <td>#VaccinateUS</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>use both pro- and anti- topic messaging to cre...</td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.washingtonpost.com/science/2018/08...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00002 - #VaccinateUS</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>I00003</td>\n",
-       "      <td>Beyonce protest rallies</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>use both pro- and anti- topic messaging to cre...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.theguardian.com/us-news/2018/may/1...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00003 - Beyonce protest rallies</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>I00004</td>\n",
-       "      <td>#Macrongate</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>amplified document dump failed because France ...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>http://www.niemanlab.org/2018/09/how-france-be...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00004 - #Macrongate</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>I00005</td>\n",
-       "      <td>Brexit vote</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>In early 2014, then UK PM David Cameron outlin...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>UK</td>\n",
-       "      <td>https://www.forbes.com/sites/emmawoollacott/20...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00005 - Brexit vote</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>I00006</td>\n",
-       "      <td>Columbian Chemicals</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Early Russian (IRA) “fake news” stories. Compl...</td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://en.wikipedia.org/wiki/Columbian_Chemic...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00006 - Columbian Chemicals</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>I00007</td>\n",
-       "      <td>Incirlik terrorists</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Fake story transmitted from Russian media to T...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.politifact.com/truth-o-meter/state...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00007 - Incirlik terrorists</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>I00008</td>\n",
-       "      <td>Bujic</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Serbia</td>\n",
-       "      <td>https://www.stopfake.org/en/vencislav-the-virg...</td>\n",
-       "      <td>Serbia pro-Kremlin disinfo campaign by Vencisl...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00008 - Bujic</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>I00009</td>\n",
-       "      <td>PhilippinesExpert</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>President of the Philippine visited Moscow and...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Philippines</td>\n",
-       "      <td>https://codastory.com/disinformation/how-a-lit...</td>\n",
-       "      <td>Philippines Social Media: Russian Disinformati...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00009 - PhilippinesExpert</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>I00010</td>\n",
-       "      <td>ParklandTeens</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>IRA trolls amplified the far right messaging a...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td></td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.nytimes.com/2018/03/27/us/parkland...</td>\n",
-       "      <td>Parkland survivors</td>\n",
-       "      <td>2019-02-01</td>\n",
-       "      <td></td>\n",
-       "      <td>I00010 - ParklandTeens</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>I00011</td>\n",
-       "      <td>CovingtonTeen</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2019</td>\n",
-       "      <td></td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.wcpo.com/news/national/fact-check-...</td>\n",
-       "      <td>MAGA kid (Covington)</td>\n",
-       "      <td>2019-02-01</td>\n",
-       "      <td></td>\n",
-       "      <td>I00011 - CovingtonTeen</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>I00012</td>\n",
-       "      <td>ChinaSmog</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2011</td>\n",
-       "      <td>China</td>\n",
-       "      <td>China</td>\n",
-       "      <td>https://www.cjr.org/innovations/memes-pollutio...</td>\n",
-       "      <td>China smog (not an attack, but a counter to di...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00012 - ChinaSmog</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>I00013</td>\n",
-       "      <td>FranceBlacktivists</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://medium.com/dfrlab/trolltracker-glimpse...</td>\n",
-       "      <td>France blacktivists</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00013 - FranceBlacktivists</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>I00014</td>\n",
-       "      <td>GiletsJaunePileon</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://www.wired.com/story/co-opting-french-u...</td>\n",
-       "      <td>Russian pile-onto #GiletsJaune (and expansion ...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td></td>\n",
-       "      <td>I00014 - GiletsJaunePileon</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>I00015</td>\n",
-       "      <td>ConcordDiscovery</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>The Office of Special Counsel accused Concord ...</td>\n",
-       "      <td>2019</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.theatlantic.com/politics/archive/2...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-01</td>\n",
-       "      <td></td>\n",
-       "      <td>I00015 - ConcordDiscovery</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>I00016</td>\n",
-       "      <td>LithuanianElves</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Lithuania</td>\n",
-       "      <td>https://www.ft.com/content/b3701b12-2544-11e9-...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-01</td>\n",
-       "      <td></td>\n",
-       "      <td>I00016 - LithuanianElves</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>I00017</td>\n",
-       "      <td>US presidential elections</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>Make Clinton look bad or unpopular, and Trump ...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.dni.gov/files/documents/ICA_2017_0...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00017 - US presidential elections</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>I00018</td>\n",
-       "      <td>DNC email leak incident</td>\n",
-       "      <td>tactic</td>\n",
-       "      <td></td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td></td>\n",
-       "      <td>Channels: RU domestic, RU multilingual (RT/Spu...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00018 - DNC email leak incident</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>I00019</td>\n",
-       "      <td>MacronTiphaine</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Far-right trolls on 4chan and Twitter spreadin...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td></td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://www.buzzfeednews.com/article/ryanhates...</td>\n",
-       "      <td>Trolls OII</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00019 - MacronTiphaine</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>I00020</td>\n",
-       "      <td>3000 tanks</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://medium.com/@DFRLab/three-thousand-fake...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00020 - 3000 tanks</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>I00021</td>\n",
-       "      <td>Armenia elections</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Armenia</td>\n",
-       "      <td>https://medium.com/dfrlab/fakes-bots-and-block...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00021 - Armenia elections</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>I00022</td>\n",
-       "      <td>#Macronleaks</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Countering the spreading of an alleged 9GB of ...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://medium.com/dfrlab/hashtag-campaign-mac...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00022 - #Macronleaks</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>I00023</td>\n",
-       "      <td>#dislikemacron</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>France</td>\n",
-       "      <td>https://medium.com/dfrlab/russian-and-french-t...</td>\n",
-       "      <td>unsuccessful</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00023 - #dislikemacron</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>I00024</td>\n",
-       "      <td>#syriahoax</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Syria</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://medium.com/dfrlab/how-the-alt-right-br...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00024 - #syriahoax</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>I00025</td>\n",
-       "      <td>EU Army</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Traces back to 2016: Guardian “Is there a secr...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>EU</td>\n",
-       "      <td>https://medium.com/dfrlab/spread-it-on-reddit-...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00025 - EU Army</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>I00026</td>\n",
-       "      <td>Netherlands referendum on Ukraine</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Netherlands</td>\n",
-       "      <td>https://www.washingtonpost.com/opinions/russia...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00026 - Netherlands referendum on Ukraine</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>I00027</td>\n",
-       "      <td>crucifiedboy</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Ukraine</td>\n",
-       "      <td>https://helda.helsinki.fi//bitstream/handle/10...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00027 - crucifiedboy</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>I00028</td>\n",
-       "      <td>mh17 downed</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Ukraine</td>\n",
-       "      <td>https://www.stopfake.org/en/lies-spanish-fligh...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00028 - mh17 downed</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>I00029</td>\n",
-       "      <td>MH17 investigation</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>Since the shooting down of Malaysia Airlines F...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Ukraine</td>\n",
-       "      <td>https://www.novayagazeta.ru/news/2015/05/07/11...</td>\n",
-       "      <td>Changed to campaign (still in the news, and st...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00029 - MH17 investigation</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>I00030</td>\n",
-       "      <td>LastJedi</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://slate.com/culture/2018/10/last-jedi-st...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00030 - LastJedi</td>\n",
-       "    </tr>\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>31</th>\n",
-       "      <td>I00032</td>\n",
-       "      <td>Kavanaugh</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Before the Senate SCOTUS confirmation hearings...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://qz.com/1409102/russian-trolls-and-bots...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00032 - Kavanaugh</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",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>I00034</td>\n",
-       "      <td>DibaFacebookExpedition</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>In the Expedition, Diba engaged in a highly or...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>China</td>\n",
-       "      <td>Taiwan</td>\n",
-       "      <td>https://www.ideals.illinois.edu/handle/2142/96...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00034 - DibaFacebookExpedition</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>34</th>\n",
-       "      <td>I00035</td>\n",
-       "      <td>Brazilelections</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>Bot activity in Brazil elections</td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>https://blogs.oii.ox.ac.uk/politicalbots/wp-co...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00035 - Brazilelections</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>35</th>\n",
-       "      <td>I00036</td>\n",
-       "      <td>BrazilPresDebate</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>https://www.wilsoncenter.org/blog-post/bots-br...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00036 - BrazilPresDebate</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>I00037</td>\n",
-       "      <td>Rioelections</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>https://www1.folha.uol.com.br/poder/eleicoes-2...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00037 - Rioelections</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>I00038</td>\n",
-       "      <td>Brazilimpeachment</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>Brazil</td>\n",
-       "      <td>http://www.labic.net/cartografia/a-rede-das-im...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00038 - Brazilimpeachment</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>I00039</td>\n",
-       "      <td>MerkelFacebook</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Top stories about Merkel in both German and En...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td></td>\n",
-       "      <td>Germany</td>\n",
-       "      <td>https://www.buzzfeed.com/albertonardelli/hyper...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00039 - MerkelFacebook</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>39</th>\n",
-       "      <td>I00040</td>\n",
-       "      <td>modamaniSelfie</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2015</td>\n",
-       "      <td></td>\n",
-       "      <td>Germany</td>\n",
-       "      <td>https://www.nytimes.com/2017/02/06/business/sy...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00040 - modamaniSelfie</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>40</th>\n",
-       "      <td>I00041</td>\n",
-       "      <td>Refugee crime map</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td></td>\n",
-       "      <td>Germany</td>\n",
-       "      <td>https://uebermedien.de/11488/kartenlegen-mit-k...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>OII</td>\n",
-       "      <td>I00041 - Refugee crime map</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>I00042</td>\n",
-       "      <td>Saudi/Qatar bot dispute</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>In the summer of 2017, Twitter bots—automated ...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>SaudiArabia</td>\n",
-       "      <td>Qatar</td>\n",
-       "      <td>https://jia.sipa.columbia.edu/robot-wars-how-b...</td>\n",
-       "      <td>robot wars how bots joined battle in the gulf\"</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>MIS</td>\n",
-       "      <td>I00042 - Saudi/Qatar bot dispute</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>I00043</td>\n",
-       "      <td>FCC comments</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td></td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://gizmodo.com/how-an-investigation-of-fa...</td>\n",
-       "      <td>does this count as an incident, or is it just ...</td>\n",
-       "      <td>2019-02-24</td>\n",
-       "      <td>MIS</td>\n",
-       "      <td>I00043 - FCC comments</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>I00044</td>\n",
-       "      <td>JadeHelm exercise</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>In the summer of 2015, thousands of troops fro...</td>\n",
-       "      <td>2015</td>\n",
-       "      <td></td>\n",
-       "      <td>USA</td>\n",
-       "      <td>https://www.politifact.com/texas/article/2018/...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-02-25</td>\n",
-       "      <td>MIS</td>\n",
-       "      <td>I00044 - JadeHelm exercise</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>I00045</td>\n",
-       "      <td>Skripal</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>On 4 March 2018, Sergei Skripal, a former Russ...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>UK</td>\n",
-       "      <td>https://www.bellingcat.com/tag/skripal/ https:...</td>\n",
-       "      <td>This is Beliingcat's full library of Skirpal r...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00045 - Skripal</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>I00046</td>\n",
-       "      <td>North Macedonia</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Macedonia</td>\n",
-       "      <td>https://www.nytimes.com/2018/09/16/world/europ...</td>\n",
-       "      <td>disinformation directed by Russian-backed grou...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00046 - North Macedonia</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>46</th>\n",
-       "      <td>I00047</td>\n",
-       "      <td>Sea of Azov</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>An international incident occurred on 25 Novem...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://euvsdisinfo.eu/wave-of-disinformation-...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00047 - Sea of Azov</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>I00048</td>\n",
-       "      <td>White Helmets</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2015</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://thesyriacampaign.org/wp-content/upload...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00048 - White Helmets</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>I00049</td>\n",
-       "      <td>White Helmets: Chemical Weapons</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>On 7 April 2018, a high number of civilians we...</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>http://www.publications.atlanticcouncil.org/br...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00049 - White Helmets: Chemical Weapons</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>49</th>\n",
-       "      <td>I00050</td>\n",
-       "      <td>#HandsOffVenezuela</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Venezuela has been thrown into turmoil after G...</td>\n",
-       "      <td>2019</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://euvsdisinfo.eu/twitter-as-an-informati...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00050 - #HandsOffVenezuela</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50</th>\n",
-       "      <td>I00051</td>\n",
-       "      <td>Integrity Initiative</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>The UK Foreign Office has accused Russian stat...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://eaworldview.com/2019/01/counter-russia...</td>\n",
-       "      <td>This is an excellent example of the tables get...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00051 - Integrity Initiative</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>51</th>\n",
-       "      <td>I00052</td>\n",
-       "      <td>China overiew</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2015</td>\n",
-       "      <td>China</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.recordedfuture.com/china-social-me...</td>\n",
-       "      <td>global strategic goals for China different fro...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00052 - China overiew</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>52</th>\n",
-       "      <td>I00053</td>\n",
-       "      <td>China Huawei CFO Arrest</td>\n",
-       "      <td>incident</td>\n",
-       "      <td>Dec. 1: Canadian authorities arrest Huawei's c...</td>\n",
-       "      <td>2018</td>\n",
-       "      <td>China</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.theatlantic.com/international/arch...</td>\n",
-       "      <td>“The Chinese have been very active here,” said...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00053 - China Huawei CFO Arrest</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>53</th>\n",
-       "      <td>I00054</td>\n",
-       "      <td>China Muslims</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>China</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.ctvnews.ca/world/china-says-foreig...</td>\n",
-       "      <td>China rejects the allegations that it has lock...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00054 - China Muslims</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>54</th>\n",
-       "      <td>I00055</td>\n",
-       "      <td>50 Cent Army</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2008</td>\n",
-       "      <td>China</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.voanews.com/a/who-is-that-chinese-...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00055 - 50 Cent Army</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>55</th>\n",
-       "      <td>I00056</td>\n",
-       "      <td>Iran Influence Operations</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>Iranian interference in the politics of Arab c...</td>\n",
-       "      <td>2012</td>\n",
-       "      <td>Iran</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.fireeye.com/blog/threat-research/2...</td>\n",
-       "      <td>FireEye has identified a suspected influence o...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00056 - Iran Influence Operations</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>56</th>\n",
-       "      <td>I00057</td>\n",
-       "      <td>Mexico Election</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia,Mexico</td>\n",
-       "      <td>Mexico</td>\n",
-       "      <td>https://www.smh.com.au/world/north-america/mis...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00057 - Mexico Election</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>57</th>\n",
-       "      <td>I00058</td>\n",
-       "      <td>Chemnitz</td>\n",
-       "      <td>incident</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>Germany</td>\n",
-       "      <td>https://www.thebureauinvestigates.com/stories/...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00058 - Chemnitz</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>58</th>\n",
-       "      <td>I00059</td>\n",
-       "      <td>Myanmar - Rohingya</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2014</td>\n",
-       "      <td>Myanmar</td>\n",
-       "      <td>Myanmar</td>\n",
-       "      <td>https://www.reuters.com/investigates/special-r...</td>\n",
-       "      <td>Personal note (see Reuters side bar... end of ...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00059 - Myanmar - Rohingya</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>59</th>\n",
-       "      <td>I00060</td>\n",
-       "      <td>White Genocide</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2018</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.smh.com.au/world/oceania/the-high-...</td>\n",
-       "      <td>Personal note (see Reuters side bar... end of ...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00060 - White Genocide</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>60</th>\n",
-       "      <td>I00061</td>\n",
-       "      <td>Military veterans Targetting</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2017</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>US</td>\n",
-       "      <td>https://www.stripes.com/congressmen-urge-fbi-t...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00061 - Military veterans Targetting</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>61</th>\n",
-       "      <td>I00062</td>\n",
-       "      <td>Brexit/UK ongoing</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td></td>\n",
-       "      <td>2015</td>\n",
-       "      <td>Russia,UK</td>\n",
-       "      <td>UK</td>\n",
-       "      <td>https://www.politico.eu/article/britain-nation...</td>\n",
-       "      <td>This is current, and offers very good \"Anatomy...</td>\n",
-       "      <td>2019-03-20</td>\n",
-       "      <td></td>\n",
-       "      <td>I00062 - Brexit/UK ongoing</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>62</th>\n",
-       "      <td>I00063</td>\n",
-       "      <td>Olympic Doping Scandal</td>\n",
-       "      <td>campaign</td>\n",
-       "      <td>On 18 July 2016, Richard McLaren, a Canadian a...</td>\n",
-       "      <td>2016</td>\n",
-       "      <td>Russia</td>\n",
-       "      <td>World</td>\n",
-       "      <td>https://www.nytimes.com/2016/05/13/sports/russ...</td>\n",
-       "      <td></td>\n",
-       "      <td>2019-04-06</td>\n",
-       "      <td></td>\n",
-       "      <td>I00063 - Olympic Doping Scandal</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   amitt_id                               name objecttype  \\\n",
-       "0    I00001        Blacktivists facebook group   incident   \n",
-       "1    I00002                       #VaccinateUS   campaign   \n",
-       "2    I00003            Beyonce protest rallies   incident   \n",
-       "3    I00004                        #Macrongate   incident   \n",
-       "4    I00005                        Brexit vote   campaign   \n",
-       "5    I00006                Columbian Chemicals   incident   \n",
-       "6    I00007                Incirlik terrorists   incident   \n",
-       "7    I00008                              Bujic   incident   \n",
-       "8    I00009                  PhilippinesExpert   incident   \n",
-       "9    I00010                      ParklandTeens   incident   \n",
-       "10   I00011                      CovingtonTeen   incident   \n",
-       "11   I00012                          ChinaSmog   incident   \n",
-       "12   I00013                 FranceBlacktivists   incident   \n",
-       "13   I00014                  GiletsJaunePileon   incident   \n",
-       "14   I00015                   ConcordDiscovery   incident   \n",
-       "15   I00016                    LithuanianElves   campaign   \n",
-       "16   I00017          US presidential elections   campaign   \n",
-       "17   I00018            DNC email leak incident     tactic   \n",
-       "18   I00019                     MacronTiphaine   incident   \n",
-       "19   I00020                         3000 tanks   incident   \n",
-       "20   I00021                  Armenia elections   campaign   \n",
-       "21   I00022                       #Macronleaks   incident   \n",
-       "22   I00023                     #dislikemacron   incident   \n",
-       "23   I00024                         #syriahoax   incident   \n",
-       "24   I00025                            EU Army   incident   \n",
-       "25   I00026  Netherlands referendum on Ukraine   incident   \n",
-       "26   I00027                       crucifiedboy   incident   \n",
-       "27   I00028                        mh17 downed   incident   \n",
-       "28   I00029                 MH17 investigation   campaign   \n",
-       "29   I00030                           LastJedi   incident   \n",
-       "30   I00031                            antivax        apt   \n",
-       "31   I00032                          Kavanaugh   incident   \n",
-       "32   I00033                  China 50cent Army        apt   \n",
-       "33   I00034             DibaFacebookExpedition   incident   \n",
-       "34   I00035                    Brazilelections   campaign   \n",
-       "35   I00036                   BrazilPresDebate   incident   \n",
-       "36   I00037                       Rioelections   incident   \n",
-       "37   I00038                  Brazilimpeachment   incident   \n",
-       "38   I00039                     MerkelFacebook   incident   \n",
-       "39   I00040                     modamaniSelfie   incident   \n",
-       "40   I00041                  Refugee crime map   incident   \n",
-       "41   I00042            Saudi/Qatar bot dispute   incident   \n",
-       "42   I00043                       FCC comments   incident   \n",
-       "43   I00044                  JadeHelm exercise   incident   \n",
-       "44   I00045                            Skripal   incident   \n",
-       "45   I00046                    North Macedonia   incident   \n",
-       "46   I00047                        Sea of Azov   incident   \n",
-       "47   I00048                      White Helmets   campaign   \n",
-       "48   I00049    White Helmets: Chemical Weapons   incident   \n",
-       "49   I00050                 #HandsOffVenezuela   incident   \n",
-       "50   I00051               Integrity Initiative   incident   \n",
-       "51   I00052                      China overiew   campaign   \n",
-       "52   I00053            China Huawei CFO Arrest   incident   \n",
-       "53   I00054                      China Muslims   incident   \n",
-       "54   I00055                       50 Cent Army   campaign   \n",
-       "55   I00056          Iran Influence Operations   campaign   \n",
-       "56   I00057                    Mexico Election   incident   \n",
-       "57   I00058                           Chemnitz   incident   \n",
-       "58   I00059                Myanmar - Rohingya    campaign   \n",
-       "59   I00060                     White Genocide   campaign   \n",
-       "60   I00061       Military veterans Targetting   campaign   \n",
-       "61   I00062                  Brexit/UK ongoing   campaign   \n",
-       "62   I00063             Olympic Doping Scandal   campaign   \n",
-       "\n",
-       "                                              summary  year_started  \\\n",
-       "0   Internet Research Agency created fake @blackti...          2016   \n",
-       "1   use both pro- and anti- topic messaging to cre...          2014   \n",
-       "2   use both pro- and anti- topic messaging to cre...          2016   \n",
-       "3   amplified document dump failed because France ...          2017   \n",
-       "4   In early 2014, then UK PM David Cameron outlin...          2016   \n",
-       "5   Early Russian (IRA) “fake news” stories. Compl...          2014   \n",
-       "6   Fake story transmitted from Russian media to T...          2016   \n",
-       "7                                                              2017   \n",
-       "8   President of the Philippine visited Moscow and...          2017   \n",
-       "9   IRA trolls amplified the far right messaging a...          2018   \n",
-       "10                                                             2019   \n",
-       "11                                                             2011   \n",
-       "12                                                             2014   \n",
-       "13                                                             2018   \n",
-       "14  The Office of Special Counsel accused Concord ...          2019   \n",
-       "15                                                             2014   \n",
-       "16  Make Clinton look bad or unpopular, and Trump ...          2016   \n",
-       "17                                                             2016   \n",
-       "18  Far-right trolls on 4chan and Twitter spreadin...          2017   \n",
-       "19                                                             2017   \n",
-       "20                                                             2017   \n",
-       "21  Countering the spreading of an alleged 9GB of ...          2017   \n",
-       "22                                                             2017   \n",
-       "23                                                             2017   \n",
-       "24  Traces back to 2016: Guardian “Is there a secr...          2018   \n",
-       "25                                                             2016   \n",
-       "26                                                             2014   \n",
-       "27                                                             2014   \n",
-       "28  Since the shooting down of Malaysia Airlines F...          2016   \n",
-       "29                                                             2018   \n",
-       "30                                                             2018   \n",
-       "31  Before the Senate SCOTUS confirmation hearings...          2018   \n",
-       "32  50cent Army is a CCP “tool” - “massive secret ...          2014   \n",
-       "33  In the Expedition, Diba engaged in a highly or...          2016   \n",
-       "34                   Bot activity in Brazil elections          2014   \n",
-       "35                                                             2014   \n",
-       "36                                                             2016   \n",
-       "37                                                             2016   \n",
-       "38  Top stories about Merkel in both German and En...          2017   \n",
-       "39                                                             2015   \n",
-       "40                                                             2017   \n",
-       "41  In the summer of 2017, Twitter bots—automated ...          2017   \n",
-       "42                                                             2017   \n",
-       "43  In the summer of 2015, thousands of troops fro...          2015   \n",
-       "44  On 4 March 2018, Sergei Skripal, a former Russ...          2018   \n",
-       "45                                                             2018   \n",
-       "46  An international incident occurred on 25 Novem...          2018   \n",
-       "47                                                             2015   \n",
-       "48  On 7 April 2018, a high number of civilians we...          2017   \n",
-       "49  Venezuela has been thrown into turmoil after G...          2019   \n",
-       "50  The UK Foreign Office has accused Russian stat...          2018   \n",
-       "51                                                             2015   \n",
-       "52  Dec. 1: Canadian authorities arrest Huawei's c...          2018   \n",
-       "53                                                             2018   \n",
-       "54                                                             2008   \n",
-       "55  Iranian interference in the politics of Arab c...          2012   \n",
-       "56                                                             2018   \n",
-       "57                                                             2018   \n",
-       "58                                                             2014   \n",
-       "59                                                             2018   \n",
-       "60                                                             2017   \n",
-       "61                                                             2015   \n",
-       "62  On 18 July 2016, Richard McLaren, a Canadian a...          2016   \n",
-       "\n",
-       "   attributions_seen found_in_country  \\\n",
-       "0             Russia              USA   \n",
-       "1             Russia            World   \n",
-       "2             Russia              USA   \n",
-       "3             Russia           France   \n",
-       "4             Russia               UK   \n",
-       "5             Russia              USA   \n",
-       "6             Russia              USA   \n",
-       "7             Russia           Serbia   \n",
-       "8             Russia      Philippines   \n",
-       "9                                 USA   \n",
-       "10                                USA   \n",
-       "11             China            China   \n",
-       "12            Russia           France   \n",
-       "13            Russia           France   \n",
-       "14            Russia              USA   \n",
-       "15            Russia        Lithuania   \n",
-       "16            Russia              USA   \n",
-       "17            Russia              USA   \n",
-       "18                             France   \n",
-       "19            Russia            World   \n",
-       "20            Russia          Armenia   \n",
-       "21            Russia           France   \n",
-       "22            Russia           France   \n",
-       "23             Syria              USA   \n",
-       "24            Russia               EU   \n",
-       "25            Russia      Netherlands   \n",
-       "26            Russia          Ukraine   \n",
-       "27            Russia          Ukraine   \n",
-       "28            Russia          Ukraine   \n",
-       "29            Russia            World   \n",
-       "30            Russia            World   \n",
-       "31            Russia              USA   \n",
-       "32             China            China   \n",
-       "33             China           Taiwan   \n",
-       "34            Brazil           Brazil   \n",
-       "35            Brazil           Brazil   \n",
-       "36            Brazil           Brazil   \n",
-       "37            Brazil           Brazil   \n",
-       "38                            Germany   \n",
-       "39                            Germany   \n",
-       "40                            Germany   \n",
-       "41       SaudiArabia            Qatar   \n",
-       "42                                USA   \n",
-       "43                                USA   \n",
-       "44            Russia               UK   \n",
-       "45            Russia        Macedonia   \n",
-       "46            Russia            World   \n",
-       "47            Russia            World   \n",
-       "48            Russia            World   \n",
-       "49            Russia            World   \n",
-       "50            Russia            World   \n",
-       "51             China            World   \n",
-       "52             China            World   \n",
-       "53             China            World   \n",
-       "54             China            World   \n",
-       "55              Iran            World   \n",
-       "56     Russia,Mexico           Mexico   \n",
-       "57            Russia          Germany   \n",
-       "58           Myanmar          Myanmar   \n",
-       "59            Russia            World   \n",
-       "60            Russia               US   \n",
-       "61         Russia,UK               UK   \n",
-       "62            Russia            World   \n",
-       "\n",
-       "                                                 urls  \\\n",
-       "0   https://money.cnn.com/2017/09/28/media/blackti...   \n",
-       "1   https://www.washingtonpost.com/science/2018/08...   \n",
-       "2   https://www.theguardian.com/us-news/2018/may/1...   \n",
-       "3   http://www.niemanlab.org/2018/09/how-france-be...   \n",
-       "4   https://www.forbes.com/sites/emmawoollacott/20...   \n",
-       "5   https://en.wikipedia.org/wiki/Columbian_Chemic...   \n",
-       "6   https://www.politifact.com/truth-o-meter/state...   \n",
-       "7   https://www.stopfake.org/en/vencislav-the-virg...   \n",
-       "8   https://codastory.com/disinformation/how-a-lit...   \n",
-       "9   https://www.nytimes.com/2018/03/27/us/parkland...   \n",
-       "10  https://www.wcpo.com/news/national/fact-check-...   \n",
-       "11  https://www.cjr.org/innovations/memes-pollutio...   \n",
-       "12  https://medium.com/dfrlab/trolltracker-glimpse...   \n",
-       "13  https://www.wired.com/story/co-opting-french-u...   \n",
-       "14  https://www.theatlantic.com/politics/archive/2...   \n",
-       "15  https://www.ft.com/content/b3701b12-2544-11e9-...   \n",
-       "16  https://www.dni.gov/files/documents/ICA_2017_0...   \n",
-       "17                                                      \n",
-       "18  https://www.buzzfeednews.com/article/ryanhates...   \n",
-       "19  https://medium.com/@DFRLab/three-thousand-fake...   \n",
-       "20  https://medium.com/dfrlab/fakes-bots-and-block...   \n",
-       "21  https://medium.com/dfrlab/hashtag-campaign-mac...   \n",
-       "22  https://medium.com/dfrlab/russian-and-french-t...   \n",
-       "23  https://medium.com/dfrlab/how-the-alt-right-br...   \n",
-       "24  https://medium.com/dfrlab/spread-it-on-reddit-...   \n",
-       "25  https://www.washingtonpost.com/opinions/russia...   \n",
-       "26  https://helda.helsinki.fi//bitstream/handle/10...   \n",
-       "27  https://www.stopfake.org/en/lies-spanish-fligh...   \n",
-       "28  https://www.novayagazeta.ru/news/2015/05/07/11...   \n",
-       "29  https://slate.com/culture/2018/10/last-jedi-st...   \n",
-       "30  https://ajph.aphapublications.org/doi/pdf/10.2...   \n",
-       "31  https://qz.com/1409102/russian-trolls-and-bots...   \n",
-       "32  https://gking.harvard.edu/files/gking/files/ho...   \n",
-       "33  https://www.ideals.illinois.edu/handle/2142/96...   \n",
-       "34  https://blogs.oii.ox.ac.uk/politicalbots/wp-co...   \n",
-       "35  https://www.wilsoncenter.org/blog-post/bots-br...   \n",
-       "36  https://www1.folha.uol.com.br/poder/eleicoes-2...   \n",
-       "37  http://www.labic.net/cartografia/a-rede-das-im...   \n",
-       "38  https://www.buzzfeed.com/albertonardelli/hyper...   \n",
-       "39  https://www.nytimes.com/2017/02/06/business/sy...   \n",
-       "40  https://uebermedien.de/11488/kartenlegen-mit-k...   \n",
-       "41  https://jia.sipa.columbia.edu/robot-wars-how-b...   \n",
-       "42  https://gizmodo.com/how-an-investigation-of-fa...   \n",
-       "43  https://www.politifact.com/texas/article/2018/...   \n",
-       "44  https://www.bellingcat.com/tag/skripal/ https:...   \n",
-       "45  https://www.nytimes.com/2018/09/16/world/europ...   \n",
-       "46  https://euvsdisinfo.eu/wave-of-disinformation-...   \n",
-       "47  https://thesyriacampaign.org/wp-content/upload...   \n",
-       "48  http://www.publications.atlanticcouncil.org/br...   \n",
-       "49  https://euvsdisinfo.eu/twitter-as-an-informati...   \n",
-       "50  https://eaworldview.com/2019/01/counter-russia...   \n",
-       "51  https://www.recordedfuture.com/china-social-me...   \n",
-       "52  https://www.theatlantic.com/international/arch...   \n",
-       "53  https://www.ctvnews.ca/world/china-says-foreig...   \n",
-       "54  https://www.voanews.com/a/who-is-that-chinese-...   \n",
-       "55  https://www.fireeye.com/blog/threat-research/2...   \n",
-       "56  https://www.smh.com.au/world/north-america/mis...   \n",
-       "57  https://www.thebureauinvestigates.com/stories/...   \n",
-       "58  https://www.reuters.com/investigates/special-r...   \n",
-       "59  https://www.smh.com.au/world/oceania/the-high-...   \n",
-       "60  https://www.stripes.com/congressmen-urge-fbi-t...   \n",
-       "61  https://www.politico.eu/article/britain-nation...   \n",
-       "62  https://www.nytimes.com/2016/05/13/sports/russ...   \n",
-       "\n",
-       "                                                notes  when_added found_via  \\\n",
-       "0                                                      2019-02-24             \n",
-       "1                                                      2019-02-24             \n",
-       "2                                                      2019-02-24             \n",
-       "3                                                      2019-02-24             \n",
-       "4                                                      2019-02-24             \n",
-       "5                                                      2019-02-24             \n",
-       "6                                                      2019-02-24             \n",
-       "7   Serbia pro-Kremlin disinfo campaign by Vencisl...  2019-02-24             \n",
-       "8   Philippines Social Media: Russian Disinformati...  2019-02-24             \n",
-       "9                                  Parkland survivors  2019-02-01             \n",
-       "10                               MAGA kid (Covington)  2019-02-01             \n",
-       "11  China smog (not an attack, but a counter to di...  2019-02-24             \n",
-       "12                                France blacktivists  2019-02-24             \n",
-       "13  Russian pile-onto #GiletsJaune (and expansion ...  2019-02-24             \n",
-       "14                                                     2019-02-01             \n",
-       "15                                                     2019-02-01             \n",
-       "16                                                     2019-02-24       OII   \n",
-       "17  Channels: RU domestic, RU multilingual (RT/Spu...  2019-02-24       OII   \n",
-       "18                                         Trolls OII  2019-02-24       OII   \n",
-       "19                                                     2019-02-24       OII   \n",
-       "20                                                     2019-02-24       OII   \n",
-       "21                                                     2019-02-24       OII   \n",
-       "22                                       unsuccessful  2019-02-24       OII   \n",
-       "23                                                     2019-02-24       OII   \n",
-       "24                                                     2019-02-24       OII   \n",
-       "25                                                     2019-02-24       OII   \n",
-       "26                                                     2019-02-24       OII   \n",
-       "27                                                     2019-02-24       OII   \n",
-       "28  Changed to campaign (still in the news, and st...  2019-02-24       OII   \n",
-       "29                                                     2019-02-24       OII   \n",
-       "30                                                     2019-02-24       OII   \n",
-       "31                                                     2019-02-24       OII   \n",
-       "32  campaign (multiple incidents, e.g. Shanshan ri...  2019-02-24       OII   \n",
-       "33                                                     2019-02-24       OII   \n",
-       "34                                                     2019-02-24       OII   \n",
-       "35                                                     2019-02-24       OII   \n",
-       "36                                                     2019-02-24       OII   \n",
-       "37                                                     2019-02-24       OII   \n",
-       "38                                                     2019-02-24       OII   \n",
-       "39                                                     2019-02-24       OII   \n",
-       "40                                                     2019-02-24       OII   \n",
-       "41     robot wars how bots joined battle in the gulf\"  2019-02-24       MIS   \n",
-       "42  does this count as an incident, or is it just ...  2019-02-24       MIS   \n",
-       "43                                                     2019-02-25       MIS   \n",
-       "44  This is Beliingcat's full library of Skirpal r...  2019-03-20             \n",
-       "45  disinformation directed by Russian-backed grou...  2019-03-20             \n",
-       "46                                                     2019-03-20             \n",
-       "47                                                     2019-03-20             \n",
-       "48                                                     2019-03-20             \n",
-       "49                                                     2019-03-20             \n",
-       "50  This is an excellent example of the tables get...  2019-03-20             \n",
-       "51  global strategic goals for China different fro...  2019-03-20             \n",
-       "52  “The Chinese have been very active here,” said...  2019-03-20             \n",
-       "53  China rejects the allegations that it has lock...  2019-03-20             \n",
-       "54                                                     2019-03-20             \n",
-       "55  FireEye has identified a suspected influence o...  2019-03-20             \n",
-       "56                                                     2019-03-20             \n",
-       "57                                                     2019-03-20             \n",
-       "58  Personal note (see Reuters side bar... end of ...  2019-03-20             \n",
-       "59  Personal note (see Reuters side bar... end of ...  2019-03-20             \n",
-       "60                                                     2019-03-20             \n",
-       "61  This is current, and offers very good \"Anatomy...  2019-03-20             \n",
-       "62                                                     2019-04-06             \n",
-       "\n",
-       "                                      longname  \n",
-       "0         I00001 - Blacktivists facebook group  \n",
-       "1                        I00002 - #VaccinateUS  \n",
-       "2             I00003 - Beyonce protest rallies  \n",
-       "3                         I00004 - #Macrongate  \n",
-       "4                         I00005 - Brexit vote  \n",
-       "5                 I00006 - Columbian Chemicals  \n",
-       "6                 I00007 - Incirlik terrorists  \n",
-       "7                               I00008 - Bujic  \n",
-       "8                   I00009 - PhilippinesExpert  \n",
-       "9                       I00010 - ParklandTeens  \n",
-       "10                      I00011 - CovingtonTeen  \n",
-       "11                          I00012 - ChinaSmog  \n",
-       "12                 I00013 - FranceBlacktivists  \n",
-       "13                  I00014 - GiletsJaunePileon  \n",
-       "14                   I00015 - ConcordDiscovery  \n",
-       "15                    I00016 - LithuanianElves  \n",
-       "16          I00017 - US presidential elections  \n",
-       "17            I00018 - DNC email leak incident  \n",
-       "18                     I00019 - MacronTiphaine  \n",
-       "19                         I00020 - 3000 tanks  \n",
-       "20                  I00021 - Armenia elections  \n",
-       "21                       I00022 - #Macronleaks  \n",
-       "22                     I00023 - #dislikemacron  \n",
-       "23                         I00024 - #syriahoax  \n",
-       "24                            I00025 - EU Army  \n",
-       "25  I00026 - Netherlands referendum on Ukraine  \n",
-       "26                       I00027 - crucifiedboy  \n",
-       "27                        I00028 - mh17 downed  \n",
-       "28                 I00029 - MH17 investigation  \n",
-       "29                           I00030 - LastJedi  \n",
-       "30                            I00031 - antivax  \n",
-       "31                          I00032 - Kavanaugh  \n",
-       "32                  I00033 - China 50cent Army  \n",
-       "33             I00034 - DibaFacebookExpedition  \n",
-       "34                    I00035 - Brazilelections  \n",
-       "35                   I00036 - BrazilPresDebate  \n",
-       "36                       I00037 - Rioelections  \n",
-       "37                  I00038 - Brazilimpeachment  \n",
-       "38                     I00039 - MerkelFacebook  \n",
-       "39                     I00040 - modamaniSelfie  \n",
-       "40                  I00041 - Refugee crime map  \n",
-       "41            I00042 - Saudi/Qatar bot dispute  \n",
-       "42                       I00043 - FCC comments  \n",
-       "43                  I00044 - JadeHelm exercise  \n",
-       "44                            I00045 - Skripal  \n",
-       "45                    I00046 - North Macedonia  \n",
-       "46                        I00047 - Sea of Azov  \n",
-       "47                      I00048 - White Helmets  \n",
-       "48    I00049 - White Helmets: Chemical Weapons  \n",
-       "49                 I00050 - #HandsOffVenezuela  \n",
-       "50               I00051 - Integrity Initiative  \n",
-       "51                      I00052 - China overiew  \n",
-       "52            I00053 - China Huawei CFO Arrest  \n",
-       "53                      I00054 - China Muslims  \n",
-       "54                       I00055 - 50 Cent Army  \n",
-       "55          I00056 - Iran Influence Operations  \n",
-       "56                    I00057 - Mexico Election  \n",
-       "57                           I00058 - Chemnitz  \n",
-       "58                I00059 - Myanmar - Rohingya   \n",
-       "59                     I00060 - White Genocide  \n",
-       "60       I00061 - Military veterans Targetting  \n",
-       "61                  I00062 - Brexit/UK ongoing  \n",
-       "62             I00063 - Olympic Doping Scandal  "
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Check which amitt variables we can see from here\n",
     "print('{}\\n'.format(vars(amitt).keys()))\n",
-    "testdfname = 'df_incidents'\n",
+    "testdfname = 'it'\n",
     "testdf = vars(amitt)[testdfname]\n",
     "print('{} columns: {}'.format(testdfname, testdf.columns))\n",
     "testdf"
@@ -5600,875 +2448,36 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "dii = vars(amitt)['df_incidents']\n",
-    "dii['type'].value_counts()"
+    "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": 20,
+   "execution_count": null,
    "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>type</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 type  \\\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": 20,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "dii[dii['type'] == 'apt']"
+    "dii = vars(amitt)['df_incidents']\n",
+    "dii['objecttype'].value_counts()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>amitt_id</th>\n",
-       "      <th>name</th>\n",
-       "      <th>tactic_id</th>\n",
-       "      <th>summary</th>\n",
-       "      <th>longname</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>T0001</td>\n",
-       "      <td>5Ds (dismiss, distort, distract, dismay, divide)</td>\n",
-       "      <td>TA01</td>\n",
-       "      <td>Nimmo's \"4Ds of propaganda\": dismiss, distort,...</td>\n",
-       "      <td>T0001 - 5Ds (dismiss, distort, distract, disma...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>T0002</td>\n",
-       "      <td>Facilitate State Propaganda</td>\n",
-       "      <td>TA01</td>\n",
-       "      <td>Organize citizens around pro-state messaging. ...</td>\n",
-       "      <td>T0002 - Facilitate State Propaganda</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>T0003</td>\n",
-       "      <td>Leverage Existing Narratives</td>\n",
-       "      <td>TA01</td>\n",
-       "      <td>Use or adapt existing narrative themes, where ...</td>\n",
-       "      <td>T0003 - Leverage Existing Narratives</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>T0004</td>\n",
-       "      <td>Competing Narratives</td>\n",
-       "      <td>TA01</td>\n",
-       "      <td>Advance competing narratives connected to same...</td>\n",
-       "      <td>T0004 - Competing Narratives</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>T0005</td>\n",
-       "      <td>Center of Gravity Analysis</td>\n",
-       "      <td>TA02</td>\n",
-       "      <td>Recon/research to identify \"the source of powe...</td>\n",
-       "      <td>T0005 - Center of Gravity Analysis</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>T0006</td>\n",
-       "      <td>Create Master Narratives</td>\n",
-       "      <td>TA02</td>\n",
-       "      <td>The promotion of beneficial master narratives ...</td>\n",
-       "      <td>T0006 - Create Master Narratives</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>T0007</td>\n",
-       "      <td>Create fake Social Media Profiles / Pages / Gr...</td>\n",
-       "      <td>TA03</td>\n",
-       "      <td>Create key social engineering assets needed to...</td>\n",
-       "      <td>T0007 - Create fake Social Media Profiles / Pa...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>T0008</td>\n",
-       "      <td>Create fake or imposter news sites</td>\n",
-       "      <td>TA03</td>\n",
-       "      <td>Modern computational propaganda makes use of a...</td>\n",
-       "      <td>T0008 - Create fake or imposter news sites</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>T0009</td>\n",
-       "      <td>Create fake experts</td>\n",
-       "      <td>TA03</td>\n",
-       "      <td>Stories planted or promoted in computational p...</td>\n",
-       "      <td>T0009 - Create fake experts</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>T0010</td>\n",
-       "      <td>Cultivate ignorant agents</td>\n",
-       "      <td>TA04</td>\n",
-       "      <td>Cultivate propagandists for a cause, the goals...</td>\n",
-       "      <td>T0010 - Cultivate ignorant agents</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>T0011</td>\n",
-       "      <td>Hijack legitimate account</td>\n",
-       "      <td>TA04</td>\n",
-       "      <td>Hack or take over legimate accounts to distrib...</td>\n",
-       "      <td>T0011 - Hijack legitimate account</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>T0012</td>\n",
-       "      <td>Use concealment</td>\n",
-       "      <td>TA04</td>\n",
-       "      <td>Use anonymous social media profiles. Examples ...</td>\n",
-       "      <td>T0012 - Use concealment</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>T0013</td>\n",
-       "      <td>Create fake websites</td>\n",
-       "      <td>TA04</td>\n",
-       "      <td>Create media assets to support fake organizati...</td>\n",
-       "      <td>T0013 - Create fake websites</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>T0014</td>\n",
-       "      <td>Create funding campaigns</td>\n",
-       "      <td>TA04</td>\n",
-       "      <td>Generate revenue through online funding campai...</td>\n",
-       "      <td>T0014 - Create funding campaigns</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>T0015</td>\n",
-       "      <td>Create hashtag</td>\n",
-       "      <td>TA04</td>\n",
-       "      <td>Many incident-based campaigns will create a ha...</td>\n",
-       "      <td>T0015 - Create hashtag</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>T0016</td>\n",
-       "      <td>Clickbait</td>\n",
-       "      <td>TA05</td>\n",
-       "      <td>Create attention grabbing headlines (outrage, ...</td>\n",
-       "      <td>T0016 - Clickbait</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>T0017</td>\n",
-       "      <td>Promote online funding</td>\n",
-       "      <td>TA05</td>\n",
-       "      <td>Drive traffic/engagement to funding campaign s...</td>\n",
-       "      <td>T0017 - Promote online funding</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>T0018</td>\n",
-       "      <td>Paid targeted ads</td>\n",
-       "      <td>TA05</td>\n",
-       "      <td>Create or fund advertisements targeted at spec...</td>\n",
-       "      <td>T0018 - Paid targeted ads</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>T0019</td>\n",
-       "      <td>Generate information pollution</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Flood social channels; drive traffic/engagemen...</td>\n",
-       "      <td>T0019 - Generate information pollution</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>T0020</td>\n",
-       "      <td>Trial content</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Iteratively test incident performance (message...</td>\n",
-       "      <td>T0020 - Trial content</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>T0021</td>\n",
-       "      <td>Memes</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Memes are one of the most important single art...</td>\n",
-       "      <td>T0021 - Memes</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>T0022</td>\n",
-       "      <td>Conspiracy narratives</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>\"Conspiracy narratives appeal to the human des...</td>\n",
-       "      <td>T0022 - Conspiracy narratives</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>T0023</td>\n",
-       "      <td>Distort facts</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Change, twist, or exaggerate existing facts to...</td>\n",
-       "      <td>T0023 - Distort facts</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>T0024</td>\n",
-       "      <td>Create fake videos and images</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Create fake videos and/or images by manipulati...</td>\n",
-       "      <td>T0024 - Create fake videos and images</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>T0025</td>\n",
-       "      <td>Leak altered documents</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Obtain documents (eg by theft or leak), then a...</td>\n",
-       "      <td>T0025 - Leak altered documents</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>T0026</td>\n",
-       "      <td>Create fake research</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Create fake academic research. Example: fake s...</td>\n",
-       "      <td>T0026 - Create fake research</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>T0027</td>\n",
-       "      <td>Adapt existing narratives</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Adapting existing narratives to current operat...</td>\n",
-       "      <td>T0027 - Adapt existing narratives</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>T0028</td>\n",
-       "      <td>Create competing narratives</td>\n",
-       "      <td>TA06</td>\n",
-       "      <td>Misinformation promotes an agenda by advancing...</td>\n",
-       "      <td>T0028 - Create competing narratives</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>T0029</td>\n",
-       "      <td>Manipulate online polls</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Create fake online polls, or manipulate existi...</td>\n",
-       "      <td>T0029 - Manipulate online polls</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>T0030</td>\n",
-       "      <td>Backstop personas</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Create other assets/dossier/cover/fake relatio...</td>\n",
-       "      <td>T0030 - Backstop personas</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>T0031</td>\n",
-       "      <td>YouTube</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Use YouTube as a narrative dissemination channel</td>\n",
-       "      <td>T0031 - YouTube</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>T0032</td>\n",
-       "      <td>Reddit</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Use Reddit as a narrative dissemination channel</td>\n",
-       "      <td>T0032 - Reddit</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>T0033</td>\n",
-       "      <td>Instagram</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Use Instagram as a narrative dissemination cha...</td>\n",
-       "      <td>T0033 - Instagram</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>T0034</td>\n",
-       "      <td>LinkedIn</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Use LinkedIn as a narrative dissemination channel</td>\n",
-       "      <td>T0034 - LinkedIn</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>34</th>\n",
-       "      <td>T0035</td>\n",
-       "      <td>Pinterest</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Use Pinterest as a narrative dissemination cha...</td>\n",
-       "      <td>T0035 - Pinterest</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>35</th>\n",
-       "      <td>T0036</td>\n",
-       "      <td>WhatsApp</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Use WhatsApp as a narrative dissemination channel</td>\n",
-       "      <td>T0036 - WhatsApp</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>T0037</td>\n",
-       "      <td>Facebook</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Use Facebook as a narrative dissemination channel</td>\n",
-       "      <td>T0037 - Facebook</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>T0038</td>\n",
-       "      <td>Twitter</td>\n",
-       "      <td>TA07</td>\n",
-       "      <td>Use Twitter as a narrative dissemination channel</td>\n",
-       "      <td>T0038 - Twitter</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>T0039</td>\n",
-       "      <td>Bait legitimate influencers</td>\n",
-       "      <td>TA08</td>\n",
-       "      <td>Credibility in a social media environment is o...</td>\n",
-       "      <td>T0039 - Bait legitimate influencers</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>39</th>\n",
-       "      <td>T0040</td>\n",
-       "      <td>Demand unsurmountable proof</td>\n",
-       "      <td>TA08</td>\n",
-       "      <td>Campaigns often leverage tactical and informat...</td>\n",
-       "      <td>T0040 - Demand unsurmountable proof</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>40</th>\n",
-       "      <td>T0041</td>\n",
-       "      <td>Deny involvement</td>\n",
-       "      <td>TA08</td>\n",
-       "      <td>Without \"smoking gun\" proof (and even with pro...</td>\n",
-       "      <td>T0041 - Deny involvement</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>T0042</td>\n",
-       "      <td>Kernel of Truth</td>\n",
-       "      <td>TA08</td>\n",
-       "      <td>Wrap lies or altered context/facts around trut...</td>\n",
-       "      <td>T0042 - Kernel of Truth</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>T0043</td>\n",
-       "      <td>Use SMS/ WhatsApp/ Chat apps</td>\n",
-       "      <td>TA08</td>\n",
-       "      <td>Direct messaging via encypted app is an increa...</td>\n",
-       "      <td>T0043 - Use SMS/ WhatsApp/ Chat apps</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>T0044</td>\n",
-       "      <td>Seed distortions</td>\n",
-       "      <td>TA08</td>\n",
-       "      <td>Incident creators often try a wide variety of ...</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 (e.g....</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  Incident creators often try a wide variety of ...   \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 (e.g....   \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": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
+   "source": [
+    "dii[dii['objecttype'] == 'apt']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "dii = vars(amitt)['df_techniques']\n",
     "dii"
@@ -6476,87 +2485,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": null,
    "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": 41,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Generate arrays used to create D3 grids\n",
     "dflists = dii.groupby('tactic_id')['amitt_id'].apply(list).reset_index()\n",
@@ -6566,6 +2499,23 @@
     "gridarray"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "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,
diff --git a/HTML_GENERATING_CODE/__pycache__/generate_amitt_ttps.cpython-38.pyc b/HTML_GENERATING_CODE/__pycache__/generate_amitt_ttps.cpython-38.pyc
index 7b038e5a155c51b85b0a2719445d9d299ecf965e..64a9edd62ece06fe4ec5fe329a70d69123b0f0eb 100644
GIT binary patch
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diff --git a/HTML_GENERATING_CODE/generate_amitt_ttps.py b/HTML_GENERATING_CODE/generate_amitt_ttps.py
index 537700a..b248c74 100644
--- a/HTML_GENERATING_CODE/generate_amitt_ttps.py
+++ b/HTML_GENERATING_CODE/generate_amitt_ttps.py
@@ -104,6 +104,7 @@ class Amitt:
         self.df_incidents = metadata['incidents']
         self.df_groups = metadata['groups']
         self.df_tools = metadata['tools']
+        self.df_examples = metadata['examples']
         self.df_counters = metadata['countermeasures'].sort_values('amitt_id')
         self.df_counters[['tactic_id', 'tactic_name']] = self.df_counters['tactic'].str.split(' ', 1, expand=True)
         self.df_counters[['metatechnique_id', 'metatechnique_name']] = self.df_counters['metatechnique'].str.split(' ', 1, expand=True)
@@ -116,6 +117,7 @@ class Amitt:
         self.df_metatechniques = metadata['metatechniques']
         self.it = self.create_incident_technique_crosstable(metadata['incidenttechniques'])
         self.df_tactics = metadata['tactics']
+        self.df_playbooks = metadata['playbooks']
 
         # Add columns containing lists of techniques and counters to the tactics dataframe
         self.df_techniques_per_tactic = self.df_techniques.groupby('tactic_id')['amitt_id'].apply(list).reset_index().rename({'amitt_id':'technique_ids'}, axis=1)