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BioWare

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BioWare's top 10 nearest neighbors span game developers, entertainment platforms, gaming media, and a live-streaming platform — with no single entity pulling far ahead of the rest.

The shape is flat: scores run from Twitch at 0.92 down to Xbox Game Pass at 0.87, a compressed band of ten neighbors with no dominant spike. The composition of those ten breaks down as follows: four are Game Developers — Ubisoft (0.90), Bungie (0.89), Rockstar Games (0.89), and Electronic Arts (0.88); three are Entertainment Platforms — Xbox (0.88), Xbox Game Pass (0.87), and implicitly anchored by the console ecosystem; two are gaming Magazines — Game Informer (0.88) and IGN (0.87, just outside the strict top 10 but visible in the wider set); and one is Social Media — Twitch at the top of the list. Assassin's Creed (0.90), a Video Game Franchise, rounds out the set. No other Game Developer subcategory entity is absent — in fact, same-kind neighbors (Game Developers) make up the plurality of the cluster, meaning BioWare's audience shape closely mirrors the broader AAA gaming ecosystem rather than any single studio or platform.

The flat distribution across game developers, entertainment platforms, and gaming media suggests an audience that is broadly embedded in mainstream gaming culture, with no narrow tribal attachment to any one corner of 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": "bioware", "title": "BioWare", "category": "Brands", "subcategory": "Game Developers", "resolved": "bioware", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "twitch", "title": "Twitch", "category": "Brands", "subcategory": "Social Media", "similarity": 0.922, "drivers": [ "F04", "A02", "O03", "J02", "A01" ] }, { "handle": "assassinscreed", "title": "Assassin's Creed", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.898, "drivers": [ "F04", "A02", "O03", "A01", "J02" ] }, { "handle": "ubisoft", "title": "Ubisoft", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8969, "drivers": [ "F04", "O03", "A01", "J02", "A02" ] }, { "handle": "bungie", "title": "Bungie", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.893, "drivers": [ "F04", "A02", "J02", "A01", "O02" ] }, { "handle": "rockstargames", "title": "Rockstar Games", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8906, "drivers": [ "F04", "O03", "J02", "A02", "A01" ] }, { "handle": "gameinformer", "title": "Game Informer", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8845, "drivers": [ "J02", "A02", "F04", "A01", "O02" ] }, { "handle": "ea", "title": "Electronic Arts", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8822, "drivers": [ "F04", "O03", "J02", "A02", "A01" ] }, { "handle": "gamestop_social", "title": "GameStop (social)", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.8787, "drivers": [ "F04", "A02", "J02", "O03", "A01" ] }, { "handle": "xbox", "title": "Xbox", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8777, "drivers": [ "J02", "A02", "O03", "A01", "G01" ] }, { "handle": "xboxgamepass", "title": "Xbox Game Pass", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8745, "drivers": [ "J02", "O03", "A02", "O02", "F04" ] } ] }
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