IFLScience Audience Graph • Social Signal

The top 10 neighbors for IFLScience span research organizations, science magazines, news publishers, and a politician — a genuinely mixed cluster with no single subcategory dominating and scores compressed into a narrow band from 0.84 to 0.89.

The shape is flat. CERN leads at 0.89, followed by News from Science (0.87) and National Geographic (0.86) — but none of these pull far enough ahead to anchor the cluster on their own. Science-adjacent magazines account for three of the top 10: National Geographic, Discover Magazine (0.85), and National Geographic Magazine (0.85). Two news publishers appear — News from Science and Science News (0.84). The most structurally notable entry is Mazie Hirono (0.86), a politician sitting at position four, ahead of several science-focused outlets. CleanTechnica (0.84) is the only other website in the top 10 — IFLScience's own subcategory — making this a predominantly cross-kind cluster. WIRED Science (0.84) and Schneier Blog (0.84) round out the set, adding a magazine and a blog to the mix.

The flat shape and cross-kind composition together suggest IFLScience's audience is defined less by loyalty to a single content format than by a consistent interest profile that cuts across science publishing, news, and civic engagement.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

https://graphs.socialsignal.ai/similar/iflscience

{ "handle": "iflscience", "title": "IFLScience", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "iflscience", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "cern", "title": "CERN", "category": "Organizations", "subcategory": "Research Organizations", "similarity": 0.8907, "drivers": [ "N03", "G03", "J04", "G01", "A02" ] }, { "handle": "newsfromscience", "title": "News from Science", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8701, "drivers": [ "N03", "G03", "A02", "G01", "J04" ] }, { "handle": "natgeo", "title": "National Geographic", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8628, "drivers": [ "N03", "G03", "A02", "G01", "J04" ] }, { "handle": "maziehirono", "title": "Mazie Hirono", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8589, "drivers": [ "N03", "A02", "G03", "G01", "J04" ] }, { "handle": "discovermag", "title": "Discover Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8542, "drivers": [ "N03", "J04", "G03", "A02", "G01" ] }, { "handle": "natgeomag", "title": "National Geographic Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8455, "drivers": [ "N03", "G03", "G01", "A02", "O04" ] }, { "handle": "sciencenews", "title": "Science News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8438, "drivers": [ "N03", "G03", "J04", "A02", "G01" ] }, { "handle": "cleantechnica", "title": "CleanTechnica", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8428, "drivers": [ "N03", "A02", "G01", "J04", "G03" ] }, { "handle": "wiredscience", "title": "WIRED Science", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8425, "drivers": [ "G03", "A02", "G01", "J04", "A06" ] }, { "handle": "schneierblog", "title": "Schneier Blog", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.8412, "drivers": [ "A02", "G03", "G01", "N03", "J04" ] } ] }

Full Attention graph /similarity /affinity /demographics available with API key:

https://graphs.socialsignal.ai/v1/attention/similar/iflscience

IFLScience

Nearest neighbors by audience shape

Raw data