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Jenelle Evans

Celebrities and Influencers
Reality TV Stars
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Jenelle Evans' top 10 neighbors split almost evenly between fellow Reality TV Stars and a cluster of NASCAR-adjacent entities — a cross-kind pairing that defines the shape of this audience.

The shape is flat: scores run from 0.95 down to 0.93 with no single dominant neighbor pulling away from the pack. The three closest matches are all Reality TV Stars — Maci McKinney (0.95), Tyler Baltierra (0.95), and Duane Dog Chapman (0.94) — which confirms a same-kind core. But positions four through ten shift abruptly into motorsports and country music. NASCAR Xfinity (0.94) and Fox: NASCAR (0.94) sit just behind Chapman, followed by Xfinity Racing (0.94), country musician Tyler Farr (0.93), NASCAR TV personality Darrell Waltrip (0.93), and NASCAR athletes Michael Waltrip and Kasey Kahne (both 0.93).

Tallying the top 10 by subcategory: three Reality TV Stars, three Athletes (all NASCAR drivers), two TV Channels/Shows tied to NASCAR, one Musicians and Bands entry, and one Entertainment brand. The NASCAR cluster is not thematically related to Evans' content — it reflects an audience whose shape happens to overlap heavily with stock-car racing fandom and the country music world that surrounds it.

The flat distribution across these two distinct worlds — reality television and NASCAR — suggests an audience with a broad, consistent profile that maps onto both spaces simultaneously rather than concentrating around any single kind of entity.

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": "pbandjenelley_1", "title": "Jenelle Evans", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "resolved": "pbandjenelley_1", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "macibookout", "title": "Maci McKinney", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.953, "drivers": [ "N04", "M03", "O02", "O03", "N01" ] }, { "handle": "tylerbaltierra", "title": "Tyler Baltierra", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9478, "drivers": [ "N04", "O03", "O02", "M03", "O01" ] }, { "handle": "dogbountyhunter", "title": "Duane Dog Chapman", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9401, "drivers": [ "N04", "O03", "N01", "O02", "M04" ] }, { "handle": "nascar_xfinity", "title": "NASCAR Xfinity", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9398, "drivers": [ "N04", "N01", "M03", "M04", "O03" ] }, { "handle": "nascaronfox", "title": "Fox: NASCAR", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9384, "drivers": [ "N04", "N01", "M03", "O03", "M04" ] }, { "handle": "xfinityracing", "title": "Xfinity Racing", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.9373, "drivers": [ "N04", "N01", "O03", "M04", "M03" ] }, { "handle": "tylerfarr", "title": "Tyler Farr", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9336, "drivers": [ "N04", "M03", "N01", "M04", "O02" ] }, { "handle": "allwaltrip", "title": "Darrell Waltrip", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9333, "drivers": [ "N04", "N01", "M03", "M04", "O02" ] }, { "handle": "mw55", "title": "Michael Waltrip", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9331, "drivers": [ "N04", "N01", "M03", "O02", "M04" ] }, { "handle": "kaseykahne", "title": "Kasey Kahne", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9331, "drivers": [ "N04", "N01", "M03", "M04", "O02" ] } ] }
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