{"query_echo":{"q":"","filters":{"analysis_type":["semantic mapping"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'semantic mapping' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=semantic+mapping","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"isdglo-000071","url":"https://climateinsightsdirectory.org/document/isdglo-000071","title":"Behind the Curtain: Unveiling Pro-Kremlin Ecosystems in Europe","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://www.isdglobal.org/wp-content/uploads/2025/01/Behind-the-curtain-Unveiling-pro-Kremlin-ecosystems-in-Europe.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a highly interlinked ecosystem on Telegram where pro-Kremlin narratives permeate conspiracy and radical communities in Europe. It finds that while pro-Kremlin and conspiracy groups are strongly connected across France, Germany, and Italy, the level of interaction with far-right groups varies by country, being stronger in France and Germany than in Italy. The study highlights the role of Russian state-affiliated channels and influencers, such as Alina Lipp, in bridging ideological divides and amplifying disinformation, particularly regarding the Russia-Ukraine war and COVID-19.","ai_generated":true,"unit":"isdglo-000071#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pro-Kremlin and conspiracy communities across France, Germany, and Italy are highly interlinked, with 77% of conspiracy channels interacting with the pro-Kremlin community studied.","ai_generated":true,"unit":"isdglo-000071#insight-1","date_modified":"2026-10-23"},{"text":"Interaction between pro-Kremlin and far-right groups is more pronounced in France and Germany than in Italy, where the far-right community is more isolated and primarily engages with other far-right factions.","ai_generated":true,"unit":"isdglo-000071#insight-2","date_modified":"2026-10-23"},{"text":"Russian state-affiliated channels are highly influential across the three countries; of the 20 most influential channels, 10 were pro-Kremlin, including the Russian Ministry of Defence in English, RIA, and Ukraina.ru.","ai_generated":true,"unit":"isdglo-000071#insight-3","date_modified":"2026-10-23"},{"text":"Certain pro-Kremlin figures have successfully bridged political divides; for example, Alina Lipp's channel was among the most shared by both the German far-right and the far-left.","ai_generated":true,"unit":"isdglo-000071#insight-4","date_modified":"2026-10-23"},{"text":"Pro-Kremlin narratives have permeated radical and conspiracy communities, specifically through claims that exaggerate Western responsibility for the Russia-Ukraine war, unfounded allegations of US biolabs in Ukraine, and the assertion that Ukraine is ruled by a neo-Nazi regime.","ai_generated":true,"unit":"isdglo-000071#insight-5","date_modified":"2026-10-23"},{"text":"The Russia-Ukraine war was a dominant topic across all categories, with a significant shared subtheme focusing on Western and NATO responsibility for the conflict.","ai_generated":true,"unit":"isdglo-000071#insight-6","date_modified":"2026-10-23"},{"text":"In Italy, Eurasianism and Dugin-affiliated channels act as a 'glue' between the pro-Kremlin and far-right communities, reflecting Aleksandr Dugin's appeal to both groups.","ai_generated":true,"unit":"isdglo-000071#insight-7","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic served as a catalyst for the growth of disinformation communities, which later became receptive amplifiers for pro-Kremlin propaganda during the war in Ukraine.","ai_generated":true,"unit":"isdglo-000071#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Ukraine","United States"],"frame_perspective":[],"analysis_type":["network analysis","semantic mapping","thematic analysis"]},{"id":"isdglo-000127","url":"https://climateinsightsdirectory.org/document/isdglo-000127","title":"Online Domestic Extremism in Canada Data Briefing – December 2024 to February 2025","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"briefing","language":"en","date_published":"2025","source_url":"https://www.isdglobal.org/wp-content/uploads/2025/07/Online-Domestic-Extremism-in-Canada.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies 545 domestic extremist accounts in Canada, analyzing over 413,000 posts. It finds that ethnonationalists and white supremacists are the most prolific, while anti-Muslim extremists achieve the highest engagement. Hate speech decreased by 34% from the previous period, with migrants and Jewish people being the primary targets. The document also introduces a new analysis of violent speech, noting peaks coinciding with political events like Justin Trudeau's resignation and Donald Trump's rhetoric regarding Canada.","ai_generated":true,"unit":"isdglo-000127#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between December 2024 and February 2025, ISD analyzed 413,288 posts from 269 active domestic extremist accounts across five platforms: X (252,297 posts), Telegram (146,064), Facebook (11,590), Instagram (2,349), and YouTube (988).","ai_generated":true,"unit":"isdglo-000127#insight-1","date_modified":"2026-10-23"},{"text":"Ethnonationalists and white supremacists were the most prolific groups in terms of account numbers and post volume, while anti-Muslim extremists and ethnonationalists saw the highest levels of engagement.","ai_generated":true,"unit":"isdglo-000127#insight-2","date_modified":"2026-10-23"},{"text":"Hate speech accounted for 2.3% (9,512 posts) of the total content, representing a 34% decrease from the previous reporting period. The most targeted groups were migrants (26.1%), Jewish people (22.4%), and the LGBTQ community (22.3%).","ai_generated":true,"unit":"isdglo-000127#insight-3","date_modified":"2026-10-23"},{"text":"Violent speech, including threats and incitement, was identified in 1,500 posts (0.4%). A peak occurred on January 7, 2025, featuring calls for the military invasion of Canada and the hanging of politicians for high treason.","ai_generated":true,"unit":"isdglo-000127#insight-4","date_modified":"2026-10-23"},{"text":"Extremist activity and specific narratives spiked in response to political events, including Justin Trudeau's resignation on January 6 and Donald Trump's comments about making Canada the '51st state' of the US.","ai_generated":true,"unit":"isdglo-000127#insight-5","date_modified":"2026-10-23"},{"text":"Dominant narratives among Canadian extremists include misogyny and 'manosphere' themes, conspiracy theories regarding Romana Didulo and vaccines, pro-Russian views on the Ukraine-Russia war, and opposition to 'woke' politics and the Liberal Party.","ai_generated":true,"unit":"isdglo-000127#insight-6","date_modified":"2026-10-23"},{"text":"Rebel News was the most linked-to media outlet by Canadian domestic extremists, followed by Life Site News and True North.","ai_generated":true,"unit":"isdglo-000127#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["United States","Ontario","Alberta","Quebec","Ottawa","Toronto","United Kingdom","Ukraine","Russia"],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","semantic mapping","natural language processing"]},{"id":"isdglo-000128","url":"https://climateinsightsdirectory.org/document/isdglo-000128","title":"US Online Domestic Violent Extremism Monitor: Bi-Monthly Data Snapshot of Cross-Platform Social Media Activity August-September 2024","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.isdglobal.org/wp-content/uploads/2024/10/Online-Domestic-Violent-Extremism-Monitor.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes over 2.4 million messages from approximately 1,000 US-linked DVE accounts. It finds that while Telegram was the most active platform by volume, X generated the highest engagement. Racially and Ethnically Motivated Violent Extremists (REMVE) were the most active group, but Anti-Government & Anti-Authority Violent Extremists (AGAAVE) drove the most engagement. Key narratives centered on targeted hate, elections, and religion. The report highlights specific spikes in anti-migrant hate regarding Haitian migrants in Springfield, Ohio, and reactions to the arrest of Telegram CEO Pavel Durov.","ai_generated":true,"unit":"isdglo-000128#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Across a dataset of over 2.4 million messages from nine platforms, Telegram was the most active platform by volume, while X hosted the highest number of active DVE accounts and generated the most engagement, with over 40 million likes.","ai_generated":true,"unit":"isdglo-000128#insight-1","date_modified":"2026-10-23"},{"text":"Racially and Ethnically Motivated Violent Extremist (REMVE) accounts were the most active, accounting for 35% of total posting activity. However, Anti-Government & Anti-Authority Violent Extremist (AGAAVE) accounts generated the most engagement, constituting nearly 74% of views across all threat categories.","ai_generated":true,"unit":"isdglo-000128#insight-2","date_modified":"2026-10-23"},{"text":"Targeted hate was the most common theme in DVE messages (51% of classified messages). 4chan's /pol/ board had the highest proportion of anti-Semitic language, with one-third of a filtered sample of US users' messages being overtly anti-Semitic. Anti-LGBTQ+ sentiment was the most common form of hate on YouTube and Telegram.","ai_generated":true,"unit":"isdglo-000128#insight-3","date_modified":"2026-10-23"},{"text":"Domestic activity saw a sharp increase in anti-migrant hate in early September 2024, specifically targeting Haitian migrants in Springfield, Ohio, following claims that they were eating pets.","ai_generated":true,"unit":"isdglo-000128#insight-4","date_modified":"2026-10-23"},{"text":"The arrest of Telegram CEO Pavel Durov in France on August 24, 2024, prompted US DVEs to claim free speech was under attack and led some neo-Nazi accelerationist accounts to recommend SimpleX as a secure alternative.","ai_generated":true,"unit":"isdglo-000128#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Springfield","Ohio","France","Israel","Russia","United Kingdom","Ukraine","People's Republic of China","California","Illinois","Texas","New York","Florida"],"frame_perspective":[],"analysis_type":["social media monitoring","threat actor analysis","semantic mapping","hate speech classification"]}]}