Dataset Open Access

Dataset for "Who Let The Trolls Out? Towards Understanding State-Sponsored Trolls"

Savvas Zannettou; Tristan Caulfield; William Setzer; Michael Sirivianos; Gianluca Stringhini; Jeremy Blackburn

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    <dct:description>&lt;p&gt;This is the dataset used for the study &amp;quot;Who Let The Trolls Out? Towards Understanding State-Sponsored Trolls&amp;quot;. Savvas Zannettou, Tristan Caulfield, William Setzer, Michael Sirivianos, Gianluca Stringhini, Jeremy Blackburn. Arxiv, 2019. DOI:&amp;nbsp;&lt;a href="https://zenodo.org/record/2558560"&gt;10.5281/zenodo.2558560&lt;/a&gt;&lt;/p&gt; &lt;p&gt;The dataset consists of the data released by Twitter on October 2018 for Russian and Iranian state-sponsored troll accounts, which is available at &lt;a href="https://about.twitter.com/en_us/values/elections-integrity.html?fbclid=IwAR0ytC6Q_Jawg6ao57H4oWpA4D6wROvYGqDF0E-tI9hoCIEeX4M-BvXAT9s#data"&gt;https://about.twitter.com/en_us/values/elections-integrity.html#data&lt;/a&gt; as well as intermediate data that we generated after processing the raw data.&lt;br&gt; For instance, we include trained Word2Vec and LDA models, the output of our influence estimation experiments via Hawkes Processes, and a lot of other data necessary to reproduce the results in the paper.&lt;br&gt; To use the provided data simply download the compressed file from &amp;lt;URL&amp;gt; and make sure that the uncompressed &lt;code&gt;data&lt;/code&gt; folder is in the same directory as the IPython Notebook.&lt;/p&gt; &lt;p&gt;The code used for this study can be found here:&amp;nbsp;&lt;a href="https://github.com/zsavvas/trolls_analysis"&gt;https://github.com/zsavvas/trolls_analysis&lt;/a&gt;&lt;/p&gt; &lt;p&gt;Please cite our paper if&amp;nbsp;any publication, of any form and kind results of you using this data:&lt;/p&gt; &lt;pre&gt;@article{zannettou2018let, title={Who let the trolls out? towards understanding state-sponsored trolls}, author={Zannettou, Savvas and Caulfield, Tristan and Setzer, William and Sirivianos, Michael and Stringhini, Gianluca and Blackburn, Jeremy}, journal={arXiv preprint arXiv:1811.03130}, year={2018} }&lt;/pre&gt;</dct:description>
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Publication date:
February 6, 2019
DOI:
10.5281/zenodo.2558433

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Grants:
European Commission:
  • CONCORDIA - Cyber security cOmpeteNce fOr Research anD Innovation (830927)
  • ENCASE - EnhaNcing seCurity And privacy in the Social wEb: a user centered approach for the protection of minors (691025)
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