UTOPIA-ANALYTICS
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
Cessna Citation Ascend Enters Into Service, Redefining Performance and Cabin Experience in the Midsize Business Jet Market31.12.2025 15:00:00 CET | Press release
The Cessna Citation Ascend achieved a major milestone as the first retail customer took delivery of the midsize business jet on Tuesday, December 30, marking the aircraft’s entry into service. Announced in 2023 the aircraft boasts an entirely new cockpit, improved performance and a luxurious flat floor cabin. The Citation Ascend received type certification from the Federal Aviation Administration (FAA) in November 2025. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20251231586042/en/ Cessna Citation Ascend enters into service, redefining performance and cabin experience in the midsize business jet market. (Photo credit: Textron Aviation) The Cessna Citation Ascend is designed and manufactured by Textron Aviation Inc., a Textron Inc. (NYSE: TXT) company. “The first Citation Ascend delivery underscores Textron Aviation’s commitment to redefining the midsize segment with an aircraft that blends innovation, efficiency and unmatch
Aster Guardians Global Nursing Award 2026 Worth $250,000 Extends Deadline Till 11th January 202631.12.2025 14:08:00 CET | Press release
Due to an extraordinary global response of over 134,000 registrations from 214 countries, the submission deadline has been extended.Nurses worldwide can submit their nominations via www.asterguardians.com The Aster Guardians Global Nursing Award 2026, an initiative from Aster DM Healthcare – a leading integrated healthcare provider, has announced the extension of its deadline to January 11, 2026. The awards have already received over 134,000 registrations from 214 countries, highlighting its growing global reach and recognition among nurses worldwide. Nurses from around the world can submit their nominations through the dedicated platform at www.asterguardians.com. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20251231986766/en/ Aster Guardians Global Nursing Award worth USD 250,000 (Photo: AETOSWire) This year, the prestigious award will be hosted in New Delhi, India, celebrating nursing excellence on a truly global stage. T
Tecnotree Included as a Representative Provider in Gartner® Innovation Insight: AI SOC Agents Accelerate CSP SecOps Transformation31.12.2025 11:59:00 CET | Press release
Tecnotree, a global digital platform and services provider for communications service providers (CSPs), today announced that it has been referenced as a Representative Provider alongside Google, Anthropic, Dropzone AI, DRUID, Palo Alto Networks, and Pegasystems in the Gartner® Innovation Insight: “AI SOC Agents Accelerate CSP SecOps Transformation,” published in December 2025. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20251231210303/en/ Tecnotree Included as a Representative Provider in Gartner® Innovation Insight: AI SOC Agents Accelerate CSP SecOps Transformation The Gartner Innovation Insight examines the emerging role of AI-driven Security Operations Centre (SOC) agents in CSP environments, outlining how these agents are used to automate and augment security operations across signalling, core networks, RAN, Open RAN, and roaming domains. The research discusses use cases such as alert triage, investigation support, thr
UAE’s Medcare Treats First International SMA Patient With Revolutionary Intrathecal Gene Therapy30.12.2025 15:15:00 CET | Press release
The newly licensed intrathecal gene therapy expands life-changing treatment options for children and adults affected by SMA Medcare Women & Children Hospital has successfully administered a pioneering intrathecal gene therapy for Spinal Muscular Atrophy (SMA) to Hulus, a three-year-old patient from Turkey. This milestone positions Medcare among the first private healthcare providers worldwide to offer this innovative treatment to an older international patient, overcoming previous age and weight limitations. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20251230695275/en/ World's first international patient, who received intrathecal gene therapy at Medcare Royal Hospital in Dubai, UAE, along with parents, and the hospital team. (Photo: AETOSWire) SMA is a rare neuromuscular disorder that progressively weakens muscles responsible for movement and breathing. This newly licensed one-time therapy addresses the root genetic cause
Amazfit Introduces Active Max: Bigger, Brighter, and Built for Maximum Performance30.12.2025 09:00:00 CET | Press release
The newest member of the Active family blends new design, expanded storage, and longer battery to help users train smarter and reach their goals with confidence. Amazfit, a leading global smart wearable brand by Zepp Health (NYSE: ZEPP), today announces the Amazfit Active Max, the newest member of the Amazfit Active family. Built for everyday athletes and anyone looking to elevate their wellness routine, Active Max blends a 1.5″ ultra-bright AMOLED display, up to 25 days of battery life, easy podcast listening and advanced training tools to support consistent training and clearer visibility across any activity. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20251230279762/en/ Bigger Display. Max Clarity: A 1.5″ ultra-bright AMOLED display delivers exceptional clarity in any setting—whether in the gym, outdoors, or on the move. With up to 3,000 nits of peak brightness, the screen ensures real-time stats are always easy to read.
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