{"query_echo":{"q":"","filters":{"analysis_type":["sentiment analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'sentiment analysis' 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=sentiment+analysis","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":"saiia-001918","url":"https://climateinsightsdirectory.org/document/saiia-001918","title":"African Social Media Indicates Indifference Towards Russia","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"report","language":"en","date_published":"2022-11-11","source_url":"https://saiia.org.za/wp-content/uploads/2023/01/SAIIA-Report-_African-social-media-indicates-indifference-toward-Russia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"Analysis of social media data from thirteen African countries indicates that the general public is either indifferent or negative toward Russia, with the Russia-Ukraine war serving as a primary driver of anti-Russia sentiment. While some positivity exists regarding Russia-Africa relations, particularly in South Africa and Mali, there is often a divide between government elites and citizens. The report highlights that even when users are suspicious of Western influence, negative attitudes toward Russia remain dominant, and evidence of bot activity was found in pro-Russia sentiment across all surveyed countries.","ai_generated":true,"unit":"saiia-001918#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Public sentiment toward Russia across the surveyed African countries is generally characterized by indifference or negativity, with the invasion of Ukraine being a primary cause of anti-Russia attitudes.","ai_generated":true,"unit":"saiia-001918#insight-1","date_modified":"2026-10-23"},{"text":"There is a notable disconnect between the positions of some African governments and the views of their citizens on social media, who are more cautious about associating with Russia and President Putin.","ai_generated":true,"unit":"saiia-001918#insight-2","date_modified":"2026-10-23"},{"text":"In Mali, while there is positivity regarding Russia-Africa engagement, the overall sentiment is majority negative due to the war in Ukraine, and there is a split between government elites and the public.","ai_generated":true,"unit":"saiia-001918#insight-3","date_modified":"2026-10-23"},{"text":"Sudanese Twitter users expressed significant negativity toward Russia, specifically citing the Russia-Ukraine war and the Wagner Group's \"illegal dealings\" in the mining industry, contradicting the government's continued engagement with Moscow.","ai_generated":true,"unit":"saiia-001918#insight-4","date_modified":"2026-10-23"},{"text":"Analysis of the Nord Stream pipeline leaks in Kenya, Nigeria, and South Africa showed that anti-Russia sentiment remained dominant even among users who suspected Western interference.","ai_generated":true,"unit":"saiia-001918#insight-5","date_modified":"2026-10-23"},{"text":"Regarding the annexation referendums in Ukraine, Twitter users in Kenya, Nigeria, and South Africa showed mixed sentiments, with some pro-Russia discourse focusing on self-determination and accusations of Western hypocrisy.","ai_generated":true,"unit":"saiia-001918#insight-6","date_modified":"2026-10-23"},{"text":"The research identified the presence of artificial bot activity supporting pro-Russia sentiment in all thirteen countries surveyed.","ai_generated":true,"unit":"saiia-001918#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Russia","Ukraine","Egypt","Democratic Republic of the Congo","Rwanda","United States"],"frame_perspective":[],"analysis_type":["social media analysis","sentiment analysis","public opinion polling"]},{"id":"wwf-000854","url":"https://climateinsightsdirectory.org/document/wwf-000854","title":"An Eco-wakening","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://www.worldwildlife.org/documents/520/93ts5bhvyq_An_EcoWakening_Measuring_awareness__engagement_and_action_for_natur_JxI9VC0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds a global increase in concern for nature loss, particularly in emerging markets, driven by digital activism and changing consumer habits. While public demand for sustainability is rising and influencing corporate behavior in sectors like fashion and cosmetics, a gap remains between public sentiment and effective government enforcement of environmental laws.","ai_generated":true,"unit":"wwf-000854#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global awareness and engagement with nature preservation are increasing, with the most significant growth occurring in emerging markets, specifically India (190%), Pakistan (88%), and Indonesia (53%).","ai_generated":true,"unit":"wwf-000854#insight-1","date_modified":"2026-10-23"},{"text":"Digital platforms are critical for amplifying nature issues; Twitter mentions of biodiversity and nature loss rose by 65% since 2016, with a 136% increase in Latin America between 2016 and 2019.","ai_generated":true,"unit":"wwf-000854#insight-2","date_modified":"2026-10-23"},{"text":"Consumer behavior is shifting toward sustainability, evidenced by a 71% global increase in Google searches for sustainable goods between 2016 and 2020.","ai_generated":true,"unit":"wwf-000854#insight-3","date_modified":"2026-10-23"},{"text":"The fashion and textile industry is responding to consumer pressure, with 65% of surveyed businesses committing to sustainably produced raw materials and 60% collecting supply chain sustainability data.","ai_generated":true,"unit":"wwf-000854#insight-4","date_modified":"2026-10-23"},{"text":"Despite a 38-fold increase in environmental laws since 1972, a primary barrier to protecting biodiversity is the failure to properly enforce these regulations.","ai_generated":true,"unit":"wwf-000854#insight-5","date_modified":"2026-10-23"},{"text":"In Brazil, nature-loss campaigns saw massive public engagement, producing 23 million signatures—13% of the global total—despite a reported rise in deforestation of almost 50% over two years.","ai_generated":true,"unit":"wwf-000854#insight-6","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic increased environmental awareness; a survey of 3,000 people across eight countries found 70% are more aware that human activity threatens the environment than they were before the pandemic.","ai_generated":true,"unit":"wwf-000854#insight-7","date_modified":"2026-10-23"},{"text":"In the United Kingdom, ethical consumer spending reached £41bn in 2019, and Google searches for sustainable products grew by 800% between 2016 and 2020.","ai_generated":true,"unit":"wwf-000854#insight-8","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","sustainable consumption","circular economy","environmental law","climate change","nature-based solutions","deforestation"],"geography_discussed":["India","Brazil","United Kingdom","United States","People's Republic of China","Colombia","Southeast Asia","sub-Saharan Africa","Latin America"],"frame_perspective":[],"analysis_type":["trend analysis","quantitative modelling","sentiment analysis"]},{"id":"issafri-002232","url":"https://climateinsightsdirectory.org/document/issafri-002232","title":"Using social media to promote police accountability in Kenya, Tanzania and Uganda","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2019-12","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/ear-31.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while social media engagement alone achieves limited results in promoting police accountability in Kenya, Tanzania, and Uganda, it serves as a valuable tool for documenting misconduct and mobilising the public. Analysis shows a general net negative sentiment towards police in all three countries, though the nature of engagement varies: Kenyans and Ugandans frequently tag official police handles, whereas Tanzanians rely more on activist profiles due to a more repressive environment. The study highlights that police responsiveness on social media directly correlates with improved public sentiment, though overall response rates remain very low.","ai_generated":true,"unit":"issafri-002232#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Social media engagement in Kenya, Tanzania, and Uganda has limited standalone success in promoting police accountability but remains a valuable tool for the effort.","ai_generated":true,"unit":"issafri-002232#insight-1","date_modified":"2026-10-23"},{"text":"The proportion of the African population discussing police behaviour on social media is currently small but is expected to grow as mobile connectivity improves and the public recognizes its utility for demanding government accountability.","ai_generated":true,"unit":"issafri-002232#insight-2","date_modified":"2026-10-23"},{"text":"In Kenya, strategic social media campaigns by civil society, such as the #FreeHuruma12 movement, have successfully mobilised the public and achieved tangible results, including the release of wrongfully arrested activists.","ai_generated":true,"unit":"issafri-002232#insight-3","date_modified":"2026-10-23"},{"text":"Public sentiment towards the police was net negative across all three studied countries during the research period.","ai_generated":true,"unit":"issafri-002232#insight-4","date_modified":"2026-10-23"},{"text":"Police responsiveness to social media posts is generally very low, but when they do engage, there is a direct positive impact on public perception.","ai_generated":true,"unit":"issafri-002232#insight-5","date_modified":"2026-10-23"},{"text":"In Tanzania, the space for online accountability is severely restricted by government regulations and a lack of police responsiveness, leading the public to direct conversations toward activist profiles rather than official police handles.","ai_generated":true,"unit":"issafri-002232#insight-6","date_modified":"2026-10-23"},{"text":"In Uganda, the use of personal accounts by high-ranking officers, such as Assistant Inspector General of Police Asan Kasingye, has been effective in driving positive public engagement and mitigating risk through direct communication.","ai_generated":true,"unit":"issafri-002232#insight-7","date_modified":"2026-10-23"},{"text":"Government measures, including Uganda's social media tax and Tanzania's online content regulations, serve to contain the impact of social media as a mechanism for public accountability.","ai_generated":true,"unit":"issafri-002232#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Nairobi","Mombasa","Nakuru","Kisumu","Eldoret","Dar es Salaam","Arusha","Dodoma","Mwanza","Kampala","Wakiso Town","Mbarara City","Africa"],"frame_perspective":[],"analysis_type":["sentiment analysis","case study","policy assessment"]}]}