Temporal Content Analysis with TRIBE v2 and Owner-Authorized YouTube Analytics: Aggregate Data
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Sanitized aggregate data for temporal content analysis using TRIBE v2 model-derived cortical representations and owner-authorized YouTube Analytics audience-retention summaries. The primary analysis covers 194 strict non-fallback TRIBE v2 outputs, 190 videos with non-empty retention reports, and 1,745 five-second analysis windows; separate tables report aggregate cross-channel public-view results. This archive contains aggregate tables, analysis configuration, feature definitions, provenance, and summary results. It contains no analysis scripts or pre-rendered figures; source code and figure-generation scripts are maintained in the linked public GitHub repository. Raw video or audio, raw Analytics responses, video- or window-level Analytics-derived records, credentials, model weights, runtime caches, and private owner records are not included. TRIBE v2 outputs describe model predictions for video content, not viewers' brain activity, psychological states, learning, or military readiness.



