Dataset Open Access

Dataset for paper "Sharing emotions at scale: The Vent dataset"

Lykousas, Nikolaos; Patsakis, Costantinos; Kaltenbrunner, Andreas; Gómez, Vicenç


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    <subfield code="a">Dataset for paper "Sharing emotions at scale: The Vent dataset"</subfield>
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    <subfield code="a">&lt;p&gt;This dataset is linked to&amp;nbsp;the paper &amp;quot;&lt;strong&gt;Sharing emotions at scale: The Vent dataset&lt;/strong&gt;&amp;quot; (&lt;a href="https://arxiv.org/abs/1901.04856"&gt;arXiv:1901.04856&lt;/a&gt;&amp;nbsp;[cs.SI]) , and contains data collected from the Vent social network (&lt;a href="https://www.vent.co/"&gt;https://www.vent.co/&lt;/a&gt;).&lt;/p&gt;

&lt;p&gt;It is structured in files each containing a different entity (i.e. emotion categories, emotions, vent metadata&amp;nbsp;and social links). Entities external to each file are cross-referenced via the anonymized &amp;nbsp;universally unique identifiers (UUIDs).&lt;/p&gt;

&lt;p&gt;The dataset consists of the following files and data:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;emotion_categories.csv&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;id (string): a UUID associated with a specific emotion category.&lt;/li&gt;
	&lt;li&gt;name (string): The name of the emotion category.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;emotions.csv&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;id (string): a UUID associated with a specific emotion.&lt;/li&gt;
	&lt;li&gt;emotion_id (string): a UUID associated with a specific emotion (cross-reference to emotions.csv).&lt;/li&gt;
	&lt;li&gt;name (string): The name of the emotion.&lt;/li&gt;
	&lt;li&gt;enabled (boolean): Whether the emotion was enabled at the time of crawling.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;vents_metadata.csv&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;emotion_id (string): a UUID associated with a specific emotion (cross-reference to emotions.csv).&lt;/li&gt;
	&lt;li&gt;user_id (string): a UUID associated with a specific user.&lt;/li&gt;
	&lt;li&gt;created_at (string): Date when the vent was posted, in UTC. Provided as a string in the format of &amp;ldquo;YYYY-MM-DD hh:mm:ss.sss&amp;#39;&amp;#39;.&lt;/li&gt;
	&lt;li&gt;reactions (integer): Total number of reactions to a vent.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;vent.edgelist&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The social graph of Vent, containing the directed friendship links between users.&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Researchers who want to access the text content&amp;nbsp;for research and non-commercial use are welcome to contact us.&lt;/em&gt;&lt;/p&gt;</subfield>
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