UTOPIA-ANALYTICS
22.4.2021 09:02:11 CEST | Business Wire | Press release
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
View source version on businesswire.com: https://www.businesswire.com/news/home/20210422005039/en/
Link:
About Business Wire
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
BEYOND Developments Unveils EVERMORE Masterplan on Marjan Beach in Ras Al Khaimah18.2.2026 07:00:00 CET | Press release
BEYOND Developments unveiled EVERMORE, its first fully masterplanned destination on Marjan Beach in Ras Al Khaimah, marking the opening chapter of BEYOND’s 2026 growth strategy and a bold expansion beyond Dubai. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260217969384/en/ EVERMORE by BEYOND Developments - The Essence of French Living at Marjan Beach, Ras Al Khaimah (Photo: AETOSWire) Strategically located opposite Wynn Al Marjan Island, EVERMORE is a long-term lifestyle and residential waterfront district framed by the sea and Marjan’s future botanical garden. The masterplan blends French classical elegance with contemporary architecture, integrated nature, and lifestyle-focused placemaking, creating a distinctive setting where architecture, hospitality, and public spaces harmonize with water and greenery. Mahdi Amjad, Founder and Executive Chairman of BEYOND Developments, said: “Ras Al Khaimah is witnessing a new phase o
Westlake Epoxy Expands Distribution Relationship with Brenntag to India18.2.2026 02:30:00 CET | Press release
Westlake Corporation (NYSE: WLK) today announced that Westlake Epoxy will expand its long‑standing distribution relationship with Brenntag to South and West India. The agreement builds on a successful collaboration across Europe, North and South America, and Southeast Asia, extending Westlake Epoxy’s reach into one of the world’s fastest‑growing coatings, adhesives and construction markets. Under the expanded collaboration, Brenntag will distribute Westlake Epoxy’s established portfolio of epoxy solutions for coatings, adhesives and construction applications, including the EPON™, EPIKOTE™, EPIKURE™ and EPI‑REZ™ product lines. Customers are expected to benefit from reliable local supply, technical service and application‑focused formulation support tailored to regional requirements. India’s coatings, adhesives and construction sectors continue to grow, driven by infrastructure investment, urbanization and increasing performance expectations. By combining Westlake Epoxy’s proven epoxy te
Compass Pathways Launches Proposed $150.0 Million Public Offering17.2.2026 22:06:00 CET | Press release
Compass Pathways plc (Nasdaq: CMPS), a biotechnology company dedicated to accelerating patient access to evidence-based innovation, announced today the launch of a proposed public offering of $150.0 million of American Depositary Shares (“ADSs”), each representing one ordinary share, and in lieu of ADSs, to certain institutional investors, pre-funded warrants to purchase ADSs. All securities are being offered by Compass Pathways. Compass Pathways expects to grant the underwriters a 30-day option to purchase up to an additional $22.5 million of ADSs at the public offering price, less the underwriting discounts and commissions . The proposed offering is subject to market and other conditions, and there can be no assurance as to whether or when the proposed offering may be completed, or as to the actual size or terms of the proposed offering. Jefferies, TD Cowen, Cantor and Stifel are acting as joint book-runners for the proposed offering. H.C. Wainwright & Co. is also acting as lead mana
Lattice Launches Joint Cyber Resilience Reference Kit with EXOR International and TrustiPhi to Simplify Secure Device Development17.2.2026 22:00:00 CET | Press release
Lattice Semiconductor (NASDAQ: LSCC), the low power programmable leader, today announced a Cyber Resilience Reference Kit designed to help industrial and edge device manufacturers accelerate secure system design, developed in collaboration with EXOR International and TrustiPhi. Built on the Lattice MachXO3D™ secure control FPGA, EXOR International’s industrial edge platform, and TrustiPhi’s integrated security orchestration platform, the kit enables hardware‑rooted trust, secure lifecycle management, and industrial‑grade connectivity to accelerate cyber resilient system design. “Security can no longer be an afterthought, especially at the industrial edge. With this collaboration, we’re giving customers a practical, integrated way to accelerate secure system development and support emerging requirements such as the EU Cyber Resilience Act,” said Karl Wachswender, Senior Principal System Architect Industrial, Lattice Semiconductor. “Through our early access program, major industrial comp
Capvidia and Hexagon to Host Live Webinar on Building a “Real” Digital Thread from Design to Inspection Using MBD, QIF, and PC-DMIS17.2.2026 19:50:00 CET | Press release
Capvidia, a global leader in Model-Based Definition (MBD) and model-based interoperability, announced it will co-host a live webinar with Hexagon focused on creating a seamless digital thread that connects design, production, and inspection using MBD, the Quality Information Framework (QIF), and Hexagon’s PC-DMIS metrology software. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260217927277/en/ Connecting design to inspection—without the rework. Capvidia + Hexagon show how MBD + QIF power a real digital thread into PC-DMIS for faster, traceable, more accurate inspection. Titled “Connected for Success: Unlock seamless data flow and precision from design to inspection”, the webinar will take place on Wednesday, February 25, 2026, at 9:00 AM EST / 2:00 PM GMT. Attendees will see a practical demonstration of how an integrated approach can reduce manual data entry, minimize translation errors, preserve design intent, and improve
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