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IDW Publishing

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Book Publishers
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At 0.88, Valiant Comics sits at the top of IDW Publishing's neighbor set — and it's classified as Entertainment, not Book Publishers, making it a cross-subcategory lead in a graph otherwise anchored by comics-adjacent brands. The shape here is two-peak: a tight cluster of comic publishers and digital comics platforms at the high end, and a second, broader cluster of entertainment media brands and websites further down.

The first peak is unmistakable. Dark Horse Comics (0.87) and DC Vertigo (0.86) follow Valiant closely, with comiXology (0.82) rounding out the core. These four — spanning Book Publishers, Entertainment, and Entertainment Platforms subcategories — form a dense comics-ecosystem cluster. Image Comics (0.79) reinforces it as the only other Book Publisher in the top 10, alongside IDW itself.

The second peak is where the shape opens up. Collider Video (0.81) and Hulu (0.80) represent a distinct entertainment-media neighborhood — a Websites channel and an Entertainment Platform — followed by Attack of the Show (0.75), Comics Alliance (0.75), and Adult Swim (0.75). These neighbors span TV Shows, Websites, and TV Channels subcategories, pointing to an audience that extends well beyond print comics into broader genre-entertainment media consumption.

The two-peak structure reveals an audience that is simultaneously rooted in the direct comics market and fluent in the wider entertainment ecosystem that surrounds it.

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": "idwpublishing", "title": "IDW Publishing", "category": "Brands", "subcategory": "Book Publishers", "resolved": "idwpublishing", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "valiantcomics", "title": "Valiant Comics", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.8801, "drivers": [ "N03", "Q01", "I02", "E03", "I01" ] }, { "handle": "darkhorsecomics", "title": "Dark Horse Comics", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.871, "drivers": [ "Q01", "N03", "E03", "I01", "E05" ] }, { "handle": "vertigo_comics", "title": "DC Vertigo", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8628, "drivers": [ "N03", "E03", "I02", "Q01", "I01" ] }, { "handle": "comixology", "title": "comiXology", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8228, "drivers": [ "N03", "I01", "E05", "Q01", "E06" ] }, { "handle": "collidervideo", "title": "Collider Video", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8072, "drivers": [ "N03", "E03", "I02", "E06", "Q01" ] }, { "handle": "hulu", "title": "Hulu", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.7986, "drivers": [ "N03", "I01", "Q01", "Q02", "E05" ] }, { "handle": "imagecomics", "title": "Image Comics", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.7885, "drivers": [ "Q01", "I01", "E03", "I02", "E05" ] }, { "handle": "aots", "title": "Attack of the Show", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7535, "drivers": [ "E03", "I02", "M01", "E05", "A01" ] }, { "handle": "comicsalliance", "title": "Comics Alliance", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.7524, "drivers": [ "N03", "I01", "Q01", "I05", "G02" ] }, { "handle": "adultswim", "title": "Adult Swim", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.7501, "drivers": [ "Q01", "I02", "I01", "E03", "M01" ] } ] }
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