Utopia AI Determines Amounts of Hate Speech on Different Social Platforms
Online hate speech shows up most often on discussion forums, according to a Utopia Analytics study for the Ministry of Justice in Finland. The report found that discussion forums are home to 97% of identified hate speech messages. The next largest platform types are Twitter messages at 2.5% and Instagram messages at 0.2%. Blogs, news comments and public Facebook messages make up less than 0.02% of all identified hate speech. The data set didn’t include private discussions, for example Facebook groups or accounts.
The project, part of the Facts Against Hate program by Ministry of Justice, tested the ability of artificial intelligence to recognize hate speech in online environments. The approach combined human evaluation with machine learning. A key goal was to find the main channels of hate speech, and to identify differences in hate speech from platform to platform.
The definition of hate speech was based on academic research in the social sciences. The definition was done by producing hate speech categories, and then used to manually identify examples of hate speech in a data set of online messages. These annotations were then used as training data for Utopia AI Moderator, a language-independent tool that utilizes text analytics and machine learning. The data set was 12 million Finnish comments and posts from September to October 2020.
The results show that about 150 000 messages that contain hate speech appear on publicly available Finnish social media platforms every month. That’s about 1.8% of all messages.
Among the public international social media platforms, Twitter seems the most prominent, with 7 450 messages identified as hate speech, or 0.14% of all tweets. Retweets play a significant role in circulating these messages: 39% of all hate-speech tweets are duplicates.
“While the data set consisted of mostly Finnish messages,” says Utopia’s CEO Dr. Mari-Sanna Paukkeri, “the results would be very similar in other languages . For example, the major platform for Finnish hate speech, Ylilauta, is a peer to the commonly known 4chan. Moreover, we can build a similar AI model to identify hate speech in any language in only two weeks. We only need a skilled individual to say how hate speech should be defined in your culture and language and we need the data to analyse.”
Media library/photos: https://utopiaanalytics.com/media-library
To view this piece of content from cts.businesswire.com, please give your consent at the top of this page.
View source version on businesswire.com: https://www.businesswire.com/news/home/20210422005039/en/
Contact information
Janne Huuskonen
Director
janne.huuskonen@utopiaanalytics.com
+358 50 444 0941
utopiaanalytics.com
About Business Wire
For more than 50 years, Business Wire has been the global leader in press release distribution and regulatory disclosure.
Subscribe to releases from Business Wire
Subscribe to all the latest releases from Business Wire by registering your e-mail address below. You can unsubscribe at any time.
Latest releases from Business Wire
EIG Acquires a 49.87% Stake in Transportadora de Gas del Perú (TgP)19.12.2025 19:42:00 EET | Press release
EIG, through its managed investment vehicles, acquired a 49.87% equity stake in Transportadora de Gas del Perú S.A. (“TgP”) from Canada Pension Plan Investment Board today. TgP operates Peru’s principal natural gas and natural gas liquids pipelines under a long-term concession, supplying approximately 40% of the country’s power generation. “We are delighted to complete this transaction and embark on the next chapter of our partnership with TgP,” said Matt Hartman, EIG’s Global Head of Infrastructure. “Our priority is to support TgP’s operational excellence and long-term stability, delivering value for customers and stakeholders throughout Peru.” About EIG EIG is a leading institutional investor in the global energy and infrastructure sectors with $24.3 billion assets under management as of September 30, 2025. EIG specializes in private investments in energy and energy-related infrastructure on a global basis. During its 43-year history, EIG has committed over $51.7 billion to the energ
CyberArk Named a Leader in IDC MarketScape: Worldwide Integrated Solutions for Identity Security 202519.12.2025 18:00:00 EET | Press release
CyberArk (NASDAQ: CYBR), the global leader in identity security, today announced that it has been recognized as a Leader in the IDC MarketScape: Worldwide Integrated Solutions for Identity Security 2025 Vendor Assessment. CyberArk extends dynamic privilege controls across all identity types with its unified platform, enabling organizations to improve efficiencies and streamline security operations. This IDC MarketScape report notes, “More change has occurred in the identity security marketplace in the past two years than in almost a decade. Vendors are entering a new phase defined by the emergence of intelligence technologies, none of which are specifically defined by any industry standards. Though different by design, the new adjacent IAM offerings are largely focused on improved vulnerability and threat management visibility and automated and predictive attack detection capabilities.” It also notes, “By addressing these evolving identity types within a unified framework, CyberArk enh
New York Liberty and Ant International’s Alipay+ Announce Multiyear Partnership Focused on Empowerment, Sustainability and Youth Development19.12.2025 15:30:00 EET | Press release
The New York Liberty and Ant International’s Alipay+, a leading cross-border fintech services platform based in Singapore, today announced a multiyear partnership, making Alipay+ an Official Sponsor and Innovation Partner for Sustainability of the New York Liberty. Through this partnership, Alipay+ and the Liberty will jointly support community programs designed to advance community empowerment, environmental sustainability and youth development across New York City. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20251219678825/en/ Peng Yang, CEO, Ant International and Clara Wu Tsai, Vice Chair, Brooklyn Sports and Entertainment; Governor, New York Liberty “Our partnership with Alipay+ goes beyond the game,” said Keia Clarke, Chief Executive Officer, New York Liberty. “Together, we are investing in the future of New York—its people, its environment, and its youth. Ant International’s commitment to community empowerment, sustai
Parse Biosciences and Codebreaker Labs Partner to Apply Whole Transcriptome Single Cell Profiling and Causal Genomics at Scale19.12.2025 15:00:00 EET | Press release
Parse Biosciences, the leading provider of scalable and accessible single cell sequencing solutions, today announced a collaboration with Codebreaker Labs to develop and validate a breakthrough platform capable of testing thousands of genetic variants in parallel and measuring their effects at single cell resolution. By combining Codebreaker’s synthetic biology platform and variant engineering capabilities with the scale and accessibility of Parse’s Evercode™ technology, the collaboration aims to generate the causal data increasingly sought by AI developers, drug discovery teams, and clinical researchers. Today’s genomic studies rely heavily on observational data, or variants that appear in large populations. But rare and private variants, often only seen in one individual or family, are nearly impossible to study this way because too few carriers of the variant exist to draw statistically meaningful conclusions. As a result, even the most advanced models trained on observational datas
Cyviz Awarded Two Classified NATO Defense Contracts19.12.2025 09:00:00 EET | Press release
Norwegian technology and platform company Cyviz AS has been awarded two classified defense contracts by major European NATO-partner nations to deliver a fully mobile, containerised Command & Control (C2) capability, strengthening Europe’s operational readiness in high-threat and expeditionary environments. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20251218625485/en/ Image from a previous military exercise where Cyviz demonstrated a mobile command center solution. The contracts cover the design, integration, and delivery of secure, deployable operations centres engineered to NATO security standards, enabling military and security forces to establish full theatre-class command capability wherever operations require. Due to the sensitive nature of the missions, contract value and customer identities remain undisclosed. From Demonstrated Readiness to Operational Deployment The awards follow growing interest among European def
In our pressroom you can read all our latest releases, find our press contacts, images, documents and other relevant information about us.
Visit our pressroom