[{"data":1,"prerenderedAt":120},["ShallowReactive",2],{"i-lucide:search":3,"i-lucide:instagram":8,"i-lucide:linkedin":11,"page-en-\u002Fpublic-sector":13,"i-lucide:hash":104,"i-lucide:message-circle":106,"i-lucide:shield-check":108,"i-lucide:history":110,"i-lucide:scan-search":112,"i-lucide:activity":114,"i-lucide:plus":116,"i-lucide:arrow-right":118},{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":7},0,24,false,"\u003Cg fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\">\u003Cpath d=\"m21 21l-4.34-4.34\"\u002F>\u003Ccircle cx=\"11\" cy=\"11\" r=\"8\"\u002F>\u003C\u002Fg>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":9,"hidden":10},"\u003Cg fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\">\u003Crect width=\"20\" height=\"20\" x=\"2\" y=\"2\" rx=\"5\" ry=\"5\"\u002F>\u003Cpath d=\"M16 11.37A4 4 0 1 1 12.63 8A4 4 0 0 1 16 11.37m1.5-4.87h.01\"\u002F>\u003C\u002Fg>",true,{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":12,"hidden":10},"\u003Cg fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\">\u003Cpath d=\"M16 8a6 6 0 0 1 6 6v7h-4v-7a2 2 0 0 0-2-2a2 2 0 0 0-2 2v7h-4v-7a6 6 0 0 1 6-6M2 9h4v12H2z\"\u002F>\u003Ccircle cx=\"4\" cy=\"4\" r=\"2\"\u002F>\u003C\u002Fg>",{"id":14,"title":15,"body":16,"description":91,"draft":6,"extension":92,"image":93,"meta":94,"navigation":10,"path":95,"seo":96,"seoDescription":97,"seoImage":93,"seoTitle":98,"service":99,"stem":102,"__hash__":103},"pages_en\u002Fpublic-sector.md","Public sector",{"type":17,"value":18,"toc":88},"minimark",[19,28,35,41,46,53,58,64,70,74,79,84],[20,21],"landing-hero",{":primary":22,":showcase":23,"concept":24,"description":25,"tagline":26,"title":27},"{\"label\":\"Request a study\",\"to\":\"\u002Fque-quieres-saber?tipo=administracion\"}","{\"caption\":\"Conversation about a topic\",\"note\":\"Illustrative example. It does not correspond to a real topic or study.\",\"series\":[3,4,3,5,4,9,14,11,7,8,12,9,6,5],\"markers\":[{\"at\":6,\"label\":\"Conversation peak\"},{\"at\":10,\"label\":\"Narrative shift\"}],\"layers\":[]}","timeline","What citizens think about a topic and how that conversation changes. We analyse the videos and comments where public opinion forms, with our own AI checked by people and official access to Meta and TikTok.","For public bodies, institutions and political parties.","Public opinion analysis on social media",[29,30],"landing-logo-marquee",{":compact":31,":hidden":31,":logos":32,"layout":33,"title":34},"true","[{\"label\":\"Universitat Pompeu Fabra\",\"src\":\"\u002Flogos\u002Fupf.png\"},{\"label\":\"Universitat Oberta de Catalunya\",\"src\":\"\u002Flogos\u002Fuoc.png\"},{\"label\":\"3Cat\",\"src\":\"\u002Flogos\u002F3cat.png\"},{\"label\":\"Ampans\",\"src\":\"\u002Flogos\u002Fampans.png\"},{\"label\":\"Fent País\",\"src\":\"\u002Flogos\u002Ffent-pais.png\"}]","strip","Who we work with",[36,37],"landing-audiences",{":items":38,"description":39,"title":40},"[{\"description\":\"Sensitive topics and moments when the conversation concentrates and gets distorted.\",\"title\":\"Crises\"},{\"description\":\"How a campaign or a policy lands in what people post and comment.\",\"title\":\"Campaigns and policies\"},{\"description\":\"Which stories circulate, who keeps them going and how they link together.\",\"title\":\"Narratives\"}]","The same method works for a crisis that lasts days and for a policy debated for months.","Citizen sentiment on social media",[36,42],{":items":43,"description":44,"title":45},"[{\"description\":\"The videos and posts that change the course of a conversation, with real examples.\",\"title\":\"Which pieces shift the narrative\"},{\"description\":\"How a narrative circulates and gets amplified, and which other topics it connects to.\",\"title\":\"How it spreads\"},{\"description\":\"Each project is documented with its pieces and its path. It is not reduced to a percentage.\",\"title\":\"Documented, not summarised\"}]","We do not rule on what is true. We identify the videos that shift the narrative and document how they circulate. Your team decides with the material in front of them.","Disinformation detection and misinformation monitoring",[36,47],{":items":48,"description":49,"title":50,":seed":51,"variant":52},"[{\"description\":\"Which issues gain and lose weight in the conversation, week by week.\",\"icon\":\"trends\",\"title\":\"Campaign topics\"},{\"description\":\"How a proposal or a debate is discussed in the videos that circulate.\",\"icon\":\"comments\",\"title\":\"How proposals land\"},{\"description\":\"Which hoaxes and fake news circulate about a candidate and how they spread.\",\"icon\":\"shield\",\"title\":\"Hoaxes and misinformation\"}]","Which topics drive the conversation during a campaign, which pieces shift it and how each proposal is discussed. With public data and the same method for every candidate.","Public opinion for political parties and election campaigns","10","cards",[36,54],{":items":55,"description":56,"title":57},"[{\"description\":\"Which emotion shows up, not only whether the tone is good or bad.\",\"title\":\"Emotion, not just polarity\"},{\"description\":\"The format and narrative of the video, not only the text of the comment.\",\"title\":\"What happens inside the video\"},{\"description\":\"The models are checked against a hand-annotated set before they are used.\",\"title\":\"Checked by people\"}]","Positive, negative or neutral does not explain why a conversation changes.","Beyond sentiment analysis",[59,60],"landing-timeline",{":items":61,"description":62,"title":63},"[{\"description\":\"The corpus of a closed period. It explains what happened.\",\"icon\":\"history\",\"title\":\"A picture of the past\"},{\"description\":\"The state of the conversation at the time of the request.\",\"icon\":\"scan\",\"title\":\"A current picture\"},{\"description\":\"The same question, in real time, while the topic is still open.\",\"icon\":\"activity\",\"title\":\"Real-time monitoring\"}]","Three ways of looking at time. Pick one or combine them.","Real-time topic monitoring",[65,66],"research-deliverables",{":items":67,"description":68,"title":69},"[{\"description\":\"The reading, with the method and the limits of the data.\",\"preview\":\"report\",\"badge\":\"Illustrative\",\"title\":\"Report\"},{\"description\":\"The structured data, so another team can keep working.\",\"preview\":\"dataset\",\"badge\":\"Illustrative\",\"title\":\"Dataset\"},{\"description\":\"A view to check the result without reopening the study.\",\"preview\":\"dashboard\",\"badge\":\"Illustrative\",\"title\":\"Dashboard\"}]","The work does not end in a slide deck.","What is delivered: report, dataset and dashboard",[71,72],"landing-quote",{"author":73,"organisation":73,"quote":73,"role":73},"",[75,76],"landing-faq",{":items":77,"title":78},"[{\"answer\":\"Public data from Instagram and TikTok, with official access to Meta and TikTok. Sources and coverage are documented in the report.\",\"question\":\"Which sources do you use?\"},{\"answer\":\"We do not rule on what is true. We identify the pieces that shift the narrative and document how they circulate. The criteria are agreed with your team before we start.\",\"question\":\"How do you tell disinformation from opinion?\"},{\"answer\":\"Yes, while the topic is still open. You can also ask for a picture of the past or of the current moment.\",\"question\":\"Is the monitoring real-time?\"},{\"answer\":\"We work with public data and a documented protocol. If your organisation has its own requirements, we review them before we start.\",\"question\":\"How is the data handled?\"},{\"answer\":\"No. The format and the budget depend on the question and the deadline.\",\"question\":\"Is there a published price?\"},{\"answer\":\"Yes. We analyse the public conversation with the same method we use for a public body. Public data, criteria agreed before we start and documented limits.\",\"question\":\"Do you work with political parties?\"},{\"answer\":\"We follow the pieces that circulate about a topic and document how they spread and who amplifies them. What counts as a hoax or fake news is agreed with your team before we start.\",\"question\":\"How do you track fake news and hoaxes?\"}]","Public opinion analysis, frequently asked questions",[36,80],{":items":81,"description":82,"title":83},"[{\"description\":\"The mental-health study on TikTok with UOC.\",\"title\":\"Projects\",\"to\":\"\u002Fproyectos\"},{\"description\":\"Public data, documented protocols and deliverables that belong to the client.\",\"title\":\"Legal and data\",\"to\":\"\u002Flegal\"},{\"description\":\"How much a hoax really weighs in the conversation.\",\"title\":\"Misinformation and public opinion\",\"to\":\"\u002Frecursos\u002Fmisinformation-fake-news-and-public-opinion\"}]","How we work a project and the rules we follow with data.","Projects and method",[85,86],"landing-banner",{":action":22,"text":87},"Tell us the topic and the deadline.",{"title":73,"searchDepth":89,"depth":89,"links":90},2,[],"Public opinion analysis on social media. 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