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Trump Chicago

The top 10 neighbors for Trump Chicago form a notably mixed cluster — no single subcategory dominates, and no other hotel brand appears anywhere in the set.

The shape is flat: scores run from 0.63 (All In with Chris Hayes) down to 0.60 (Stephanie Miller), a range of just 0.03 across all ten positions. That compression means no single neighbor pulls meaningfully ahead of the others. The mix by subcategory is genuinely varied: four of the top 10 are TV Shows (All In with Chris Hayes, 0.63; OutFrontCNN, 0.62; 11th Hour, 0.61; Travel Channel is a TV Channel at 0.62), one is a Finance brand (Cboe, 0.63), one is a Website (Radar Online, 0.62), one is a Tools and Resources entry (ShareThis, 0.61), two are Non-Profit organizations (IWF, 0.61; American Jewish Committee, 0.61), and one is a Podcasts and Radio channel (Stephanie Miller, 0.60). The center entity's own subcategory — Hotels — is entirely absent from the top 10. The cross-kind character here is the defining feature: this hotel's nearest audience shapes are drawn from news programming, civic organizations, and financial media rather than from anything in the travel or hospitality space.

The flat, cross-category spread suggests an audience defined less by travel intent than by a specific civic and media consumption profile that cuts across otherwise unrelated entities.

Playground →Docs

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

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