#twitterdatasets

[trackmyhashtagsblog]

Search Twitter history can help you gain various audience insights and help in measuring the impact of previous strategies. TrackMyHashtag helps to search the Twitter history of any public Twitter account. Read our detailed blog and learn the methods. 

 Visit: https://www.trackmyhashtag.com/blog/search-twitter-history/

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Twitter Dataset

[blockgeni]

Boredom is the only difference between humans and machines

Our horrible attention spans distinguish us from bots, according to a new study of human and fake accounts on Twitter. Researchers from the University of Southern California made the discovery after analyzing activity patterns in two Twitter datasets. The first was a set of posts about the 2017 French presidential election. The second was a collection of tweets by bots and human accounts that had already been hand-labeled. They chose these two datasets because they complement each other: The human-labeled accounts reliably differentiated between humans and bots, while the French election tweets offered more contextual insights. The researchers then analyzed their behaviors by studying the lengths of tweets and the number of retweets, replies, and mentions they attracted.

Twitter bots don’t get bored

The results revealed some key differences between human and bot activity. While humans interactions increased over time, they simultaneously tweeted less. The bots, meanwhile, maintained the same levels of activity, and tended to produce more content at specific times, such as 30-minute intervals. The researchers suspect this is because humans get too tired to compose original content and become distracted by other content. They used these findings to train a bot-detection algorithm called Botometer to distinguish between human and fake accounts. When the AI ignored the timing of the posts, it did a better job of detecting the bots. These insights could help AI to detect fake accounts seeking to influence elections — at least until the bots can mimic our tendency to tire. And as the data in the study is already three years old, they may already have learnt to do that. This article has been published from a wire agency feed without modifications to the text. Only the headline has been changed. #Twitterbots#machines#Twitterdatasets#fakeaccounts#elections#data#boredom#news#blockgeni Source link Read the full article

[trackmyhashtagsblog]

Twitter engagement is an important metric to measure your brand’s reach and getting people to interact with your tweets is one of the main purposes of posting on X (formerly Twitter).

[trackmyhashtagsblog]

TrackMyHashtag is an AI-based analytical tool that provides hashtag analytics of historical Twitter data. You can get the data sets in CSV & JSON format.

Explore more at: www.trackmyhashtag.com

[trackmyhashtagsblog]

TrackMyHashtag is an AI-based analytical tool that provides hashtag analytics for Twitter. It provides datasets in CSV & JSON format.

Explore: www.trackmyhashtag.com

[trackmyhashtagsblog]

Now get the hashtag analytics of Twitter of any public account with the help of @trackmyhashtagsblog.Explore more on the official website: www.trackmyhashtag.com

[trackmyhashtagsblog]

Now you can get Historical Twitter Datasets with 2 benefits - accuracy and reasonable pricing only at @trackmyhashtagsblog.To explore more visit its official website: www.trackmyhashtag.com

[trackmyhashtagsblog]

Do you also want accurate data at a very reasonable rate? Here is the best solution for you @trackmyhashtagsblog one-stop solution. Visit its official website which will help you explore its features like hashtag analytics and many more.

Must Visit: www.trackmyhashtag.com

[trackmyhashtagsblog]

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Read: https://cutt.ly/swM9K9AB

[trackmyhashtagsblog]

Twitter engagement is an important metric to measure your brand’s reach and getting people to interact with your tweets is one of the main purposes of posting on X (formerly Twitter). Learn more at: https://cutt.ly/TwBCDYeD.

[trackmyhashtagsblog]

TrackMyHashtag is an AI-based analytical tool that provides historical Twitter data. You will get the datasets in CSV & JSON format.