tinytrolls

A matrix containing a smaller subset of tweets from the <code>trolls</code> dataset, useful for test purposes.
There are approximately 20,000 tweets from 50 authors.
This dataset includes only authored tweets by each account; retweets, reposts, and repeated tweets have been removed.
The original data was provided by FiveThirtyEight and Clemson University researchers Darren Linvill and Patrick Warren.
For more information, visit https://github.com/fivethirtyeight/russian-troll-tweets

datasets

Implements sentiment analysis using huggingface <https://huggingface.co> transformer zero-shot classification model pipelines for text and image data. The default text pipeline is Cross-Encoder's DistilRoBERTa <https://huggingface.co/cross-encoder/nli-distilroberta-base> and default image/video pipeline is Open AI's CLIP <https://huggingface.co/openai/clip-vit-base-patch32>. All other zero-shot classification model pipelines can be implemented using their model name from <https://huggingface.co/models?pipeline_tag=zero-shot-classification>.

Aleksandar Tomašević

transforEmotion

Sentiment Analysis for Text, Image and Video using Transformer
Models

Alexander Christensen

Hudson Golino

tinytrolls function

A data frame with 22,143 rows and 6 columns.<dl>
 <dt>content</dt>
<dd>A tweet.</dd> <dt>author</dt>
<dd>The name of the handle that authored the tweet.</dd> <dt>publish_date</dt>
<dd>The date the tweet was published on.</dd> <dt>followers</dt>
<dd>How many followers the handle had at the time of posting.</dd> <dt>updates</dt>
<dd>How many interactions (including likes, tweets, retweets) the post garnered.</dd> <dt>account_type</dt>
<dd>Left or Right</dd>
</dl>

Format

Russian Trolls Data - Small Version — tinytrolls

A data frame with 22,143 rows and 6 columns.<dl>
 <dt>content</dt>
<dd>A tweet.</dd>

 <dt>author</dt>
<dd>The name of the handle that authored the tweet.</dd>

 <dt>publish_date</dt>
<dd>The date the tweet was published on.</dd>

 <dt>followers</dt>
<dd>How many followers the handle had at the time of posting.</dd>

 <dt>updates</dt>
<dd>How many interactions (including likes, tweets, retweets) the post garnered.</dd>

 <dt>account_type</dt>
<dd>Left or Right</dd>


</dl>

tinytrolls: Russian Trolls Data - Small Version

Description

Usage

Arguments

Format

Examples