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Related papers: The "Non-Musk Effect" at Twitter

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At the end of October 2022, Elon Musk concluded his acquisition of Twitter. In the weeks and months before that, several questions were publicly discussed that were not only of interest to the platform's future buyers, but also of high…

On October 27th, 2022, Elon Musk purchased Twitter, becoming its new CEO and firing many top executives in the process. Musk listed fewer restrictions on content moderation and removal of spam bots among his goals for the platform. Given…

Social and Information Networks · Computer Science 2024-01-30 Daniel Hickey , Matheus Schmitz , Daniel Fessler , Paul Smaldino , Goran Muric , Keith Burghardt

Twitter has been accused of a liberal bias in its account verification and content moderation policies. Elon Musk pledged, after his acquisition of the company, to promote free speech on the platform by overhauling verification and…

Social and Information Networks · Computer Science 2022-12-22 Christopher Barrie

The acquisition of Twitter by Elon Musk has spurred controversy and uncertainty among Twitter users. The move raised as many praises as concerns, particularly regarding Musk's views on free speech. As a result, a large number of Twitter…

Social and Information Networks · Computer Science 2023-03-01 Haris Bin Zia , Jiahui He , Aravindh Raman , Ignacio Castro , Nishanth Sastry , Gareth Tyson

We provided quantitative data supporting significant changes between the time Twitter acceptance the offer on April 25 and the time the agreement was finalized on October 27. Republican politicians saw significant increases in their…

Social and Information Networks · Computer Science 2022-12-07 Veli Safak , Aniish Sridhar

The migration of Twitter users to Mastodon following Elon Musk's acquisition presents a unique opportunity to study collective behavior and gain insights into the drivers of coordinated behavior in online media. We analyzed the social…

Computers and Society · Computer Science 2023-11-29 Lucio La Cava , Luca Maria Aiello , Andrea Tagarelli

We investigate the impact of free speech and the relaxation of moderation on online social media platforms using Elon Musk's takeover of Twitter as a case study. By curating a dataset of over 10 million tweets, our study employs a novel…

Social and Information Networks · Computer Science 2025-03-13 Arvindh Arun , Saurav Chhatani , Jisun An , Ponnurangam Kumaraguru

Social media have been fundamental in the daily lives of millions of people, but they have raised concerns about content moderation policies, the management of personal data, and their commercial exploitation. The acquisition of Twitter…

Social and Information Networks · Computer Science 2025-08-26 Simón Peña-Fernández , Ainara Larrondo-Ureta , Jordi Morales-i-Gras

It is a widely accepted fact that state-sponsored Twitter accounts operated during the 2016 US presidential election, spreading millions of tweets with misinformation and inflammatory political content. Whether these social media campaigns…

Social and Information Networks · Computer Science 2024-10-30 Nikos Salamanos , Michael J. Jensen , Costas Iordanou , Michael Sirivianos

Bots, simply defined as accounts controlled by automation, can be used as a weapon for online manipulation and pose a threat to the health of platforms. Researchers have studied online platforms to detect, estimate, and characterize bot…

Social and Information Networks · Computer Science 2022-11-08 Onur Varol

Cryptocurrency has attracted significant attention. Considering the number of individuals investing in bitcoin, their motivations are comparatively less clear than traditional investment decisions. As of December 2020, the market has…

Computers and Society · Computer Science 2021-12-17 Haemin Lee , Hyunhee Cho , Soyi Jung , Joongheon Kim

We examine the temporal evolution of digital communication activity relating to the American anti-capitalist movement Occupy Wall Street. Using a high-volume sample from the microblogging site Twitter, we investigate changes in Occupy…

Computers and Society · Computer Science 2013-06-25 Michael D. Conover , Emilio Ferrara , Filippo Menczer , Alessandro Flammini

In the last decade, Social Media platforms such as Twitter have gained importance in the various marketing strategies of companies. This work aims to examine the presence of influential content on a textual level, by investigating…

Social and Information Networks · Computer Science 2022-02-17 Diana C. Hernandez-Bocanegra , Angela Borchert , Felix Brünker , Gautam Kishore Shahi , Björn Ross

In this paper, we analyze the growth patterns of Donald Trump's followers (Trumpists, henceforth) on Twitter. We first construct a random walk model with a time trend to study the growth trend and the effects of public debates. We then…

Social and Information Networks · Computer Science 2016-03-29 Yu Wang , Jiebo Luo , Richard Niemi , Yuncheng Li

Twitter is one of the most popular online micro-blogging and social networking platforms. This platform allows individuals to freely express opinions and interact with others regardless of geographic barriers. However, with the good that…

Social and Information Networks · Computer Science 2022-11-09 Nazanin Salehabadi , Anne Groggel , Mohit Singhal , Sayak Saha Roy , Shirin Nilizadeh

State and geopolitical censorship on Twitter, now X, has been turning into a routine, raising concerns about the boundaries between criminal content and freedom of speech. One such censorship practice, withholding content in a particular…

Social and Information Networks · Computer Science 2025-08-20 Yusuf Mücahit Çetinkaya , Tuğrulcan Elmas

Data extracted from social media platforms, such as Twitter, are both large in scale and complex in nature, since they contain both unstructured text, as well as structured data, such as time stamps and interactions between users. A key…

Social and Information Networks · Computer Science 2014-11-17 Donggeng Xia , Shawn Mankad , George Michailidis

In the context of modern marketing, Twitter is considered a communication platform to spread information. Many companies create and acquire several Twitter accounts to support and perform varieties of marketing mix activities. Initially,…

General Economics · Economics 2021-02-25 Andry Alamsyah , Endang Sofyan , Tsana Hasti Nabila

As more and more data being created every day, all of it can help take better decisions with data analysis. It is not different from data generated in financial markets. Here we examine the process of how the global economy is affected by…

Statistical Finance · Quantitative Finance 2021-01-12 Ujwal Kandi , Sasikanth Gujjula , Venkatesh Buddha , V S Bhagavan

Political campaigns are among the most sophisticated marketing exercises in the United States. As part of their marketing communication strategy, an increasing number of politicians adopt social media to inform their constituencies. This…

General Economics · Economics 2020-11-06 Maria Petrova , Ananya Sen , Pinar Yildirim
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