June 24, 2018 Dataset Open Access

Fraisier; Cabanac; Pitarch; Besançon; Boughanem

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    <subfield code="a">&lt;p&gt;# README&lt;/p&gt;

&lt;p&gt;This archive contains the #&amp;Eacute;lys&amp;eacute;e2017fr dataset.&lt;/p&gt;

&lt;p&gt;(Initially published at https://web.archive.org/web/20200530171644if_/https://dataverse.mpi-sws.org/dataverse/icwsm18 on June 24, 2018. This dataverse being defunct now, we repost on Zenodo)&lt;/p&gt;

&lt;p&gt;&lt;br&gt;
## Content&lt;/p&gt;

&lt;p&gt;### keywords.csv&lt;br&gt;
The keywords used to collect the initial dataset, each presented with the start and stop dates of use (date format: YYYY-MM-DD).&lt;/p&gt;

&lt;p&gt;&lt;br&gt;
### profiles_annotations.csv&lt;br&gt;
The manual profiles annotations. The file contains the following columns:&lt;/p&gt;

&lt;p&gt;#### FROM_USER_ID&lt;br&gt;
The profile&amp;#39;s id used by Twitter&lt;/p&gt;

&lt;p&gt;#### PROFILE_NATURE&lt;br&gt;
&amp;quot;**individual**&amp;quot; if the profile is managed by a single person, else &amp;quot;**non individual**&amp;quot;.&lt;br&gt;
The &amp;quot;**non individual**&amp;quot; label is itself divided in 3 subcategories:&lt;br&gt;
&amp;nbsp; - &amp;quot;**political**&amp;quot; for profiles of political parties or associations, and profiles representing groupes of militants.&lt;br&gt;
&amp;nbsp; - &amp;quot;**media**&amp;quot; for profiles of media outlets.&lt;br&gt;
&amp;nbsp; - &amp;quot;**other**&amp;quot; for profiles not included in the previous categories.&lt;/p&gt;

&lt;p&gt;#### PARTY&lt;br&gt;
The profile&amp;#39;s political affiliation(s), indicated as the shortcut for the political party:&lt;br&gt;
&amp;nbsp; - &amp;quot;**fi**&amp;quot;: France Insoumise (far-left)&lt;br&gt;
&amp;nbsp; - &amp;quot;**ps**&amp;quot;: Parti Socialiste (left)&lt;br&gt;
&amp;nbsp; - &amp;quot;**em**&amp;quot;: En Marche ! (center)&lt;br&gt;
&amp;nbsp; - &amp;quot;**lr**&amp;quot;: Les R&amp;eacute;publicains (right)&lt;br&gt;
&amp;nbsp; - &amp;quot;**fn**&amp;quot;: Front National (far-right)&lt;br&gt;
&amp;nbsp; - **null**: no political affiliation&lt;/p&gt;

&lt;p&gt;When a profile has 2 affiliations, they are separated by a slash (ex: &amp;quot;ps/fi&amp;quot;).&amp;nbsp;&lt;/p&gt;

&lt;p&gt;#### MEDIA_PROFESSIONAL&lt;br&gt;
*For individual profiles only.*&lt;br&gt;
Indicates if the profile&amp;#39;s owner self-identify as a media professional (journalist, editorialist, ...)&lt;/p&gt;

&lt;p&gt;#### SEX&lt;br&gt;
*For individual profiles only.*&lt;br&gt;
Indicates the sex of the profile&amp;#39;s owner:&lt;br&gt;
&amp;nbsp;- &amp;quot;**m**&amp;quot;: male&lt;br&gt;
&amp;nbsp;- &amp;quot;**f**&amp;quot;: female&lt;br&gt;
&amp;nbsp;- **null**: undetermined or other&lt;/p&gt;

&lt;p&gt;&lt;br&gt;
### posts_ids_*&lt;br&gt;
Files containing the tweets and retweets ids, divided according to the political affiliation of their authors for more flexibility.&lt;br&gt;
&amp;nbsp; - **posts_ids_fi.csv**: Tweet ids for profiles affiliated to France Insoumise (far-left)&lt;br&gt;
&amp;nbsp; - **posts_ids_ps.csv**: Tweet ids for profiles affiliated to Parti Socialiste (left)&lt;br&gt;
&amp;nbsp; - **posts_ids_em.csv**: Tweet ids for profiles affiliated to En Marche ! (center)&lt;br&gt;
&amp;nbsp; - **posts_ids_lr.csv**: Tweet ids for profiles affiliated to Les R&amp;eacute;publicains (right)&lt;br&gt;
&amp;nbsp; - **posts_ids_fn.csv**: Tweet ids for profiles affiliated to Front National (far-right)&lt;br&gt;
&amp;nbsp; - **posts_ids_multi_affiliations.csv**: Tweet ids for profiles affiliated to more than one party&lt;br&gt;
&amp;nbsp; - **posts_ids_indetermined.csv**: Tweet ids for profiles not affiliated to any party&lt;/p&gt;

&lt;p&gt;Each file contains one tweet id per line.&lt;/p&gt;

&lt;p&gt;&lt;br&gt;
### networks_*&lt;br&gt;
Files containing the mention and retweet networks, in NCOL and GraphML format.&lt;/p&gt;

&lt;p&gt;The NCOL files contains the directed weighted edges between profiles, one per line, in the following format:&lt;br&gt;
profile1_twitter_id profile2_twitter_id edge_weight&lt;/p&gt;

&lt;p&gt;The GraphML files contains the directed weighted edges between profiles, as well as all the profiles annotations presented in *profiles_annotations.csv*. They can be opened using a graph visualisation software like Gephi.&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;## How to get tweets from ids&lt;br&gt;
You can use various tools to help you get tweets from their ids, we suggest the following:&lt;br&gt;
- DMI-TCAT: https://github.com/digitalmethodsinitiative/dmi-tcat&lt;br&gt;
- Twarc: https://github.com/DocNow/twarc&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;## How to cite this work&lt;br&gt;
Fraisier Oph&amp;eacute;lie, Cabanac Guillaume, Pitarch Yoann, Besan&amp;ccedil;on Romaric, Boughanem Mohand. 2018. #&amp;Eacute;lys&amp;eacute;e2017fr: the French Presidential Election on Twitter. In International Conference on Weblogs and Social Media. https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17821 (https://hal.archives-ouvertes.fr/hal-02319715)&lt;/p&gt;</subfield>
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