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TechLearning

Marketing Channels
Websites
Playground →Docs

Two distinct audience neighborhoods pull on TechLearning simultaneously — one anchored in K–12 education media, the other, more surprisingly, in golf.

The shape here is two-peak, and the education cluster is the stronger of the two. Education Week Teacher (0.91) and Discovery Education (0.91) sit at nearly identical similarity scores, effectively tied at the top. EdTech K-12 Magazine (0.90) and Edutopia (0.89) follow closely, with ASCD (0.89) and MindShift (0.88) rounding out a dense cluster of education-focused websites, magazines, blogs, and education organizations. Two individual academics also appear in the top 10: George Couros (0.86) and, further down, Dave Burgess (0.84). Google for Education (0.86) adds a tools-and-resources node to the cluster. The tenth neighbor, Teacher2Teacher (0.83), is another education organization. Every one of the top 10 neighbors belongs to the education orbit — websites, magazines, blogs, education organizations, academics, authors, and tools.

The second peak emerges beyond position 10 and is visible in the broader graph: a substantial golf audience neighborhood — PGA Tour athletes, Golf Channel, GOLF.com — that shares enough audience composition with TechLearning to register as a structural second cluster. The two peaks don't overlap thematically; they reflect two distinct audience segments whose behavioral shapes happen to converge on TechLearning.

The top 10 alone tell a coherent story: TechLearning's nearest audiences are tightly concentrated in K–12 education media and practitioner networks, with no structural dilution from outside that world at the closest range.

Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "techlearning", "title": "TechLearning", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "techlearning", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "edweekteacher", "title": "Education Week Teacher", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9084, "drivers": [ "N03", "C02", "Q06", "P04", "Q08" ] }, { "handle": "discoveryed", "title": "Discovery Education", "category": "Organizations", "subcategory": "Education", "similarity": 0.9076, "drivers": [ "N03", "C02", "Q06", "P04", "H04" ] }, { "handle": "edtech_k12", "title": "EdTech K-12 Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9015, "drivers": [ "N03", "C02", "P04", "Q06", "A04" ] }, { "handle": "edutopia", "title": "Edutopia", "category": "Organizations", "subcategory": "Education", "similarity": 0.8918, "drivers": [ "N03", "C02", "Q06", "A04", "P04" ] }, { "handle": "ascd", "title": "ASCD", "category": "Organizations", "subcategory": "Education", "similarity": 0.8858, "drivers": [ "N03", "C02", "Q06", "A04", "Q08" ] }, { "handle": "mindshiftkqed", "title": "MindShift", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.8766, "drivers": [ "N03", "C02", "P04", "A04", "Q06" ] }, { "handle": "gcouros", "title": "George Couros", "category": "Celebrities and Influencers", "subcategory": "Academics", "similarity": 0.8627, "drivers": [ "C02", "N03", "A05", "Q01", "I01" ] }, { "handle": "googleforedu", "title": "Google for Education", "category": "Miscellaneous", "subcategory": "Tools and Resources", "similarity": 0.8618, "drivers": [ "N03", "C02", "Q06", "A04", "Q08" ] }, { "handle": "burgessdave", "title": "Dave Burgess", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8429, "drivers": [ "N03", "C02", "I01", "P04", "G03" ] }, { "handle": "teacher2teacher", "title": "Teacher2Teacher", "category": "Organizations", "subcategory": "Education", "similarity": 0.8323, "drivers": [ "N03", "C02", "P04", "E03", "G03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: