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For each modality we reduced embeddings to 2 D for visualisation using (UMAP, n_neighbors=30 , min_dist=0.1 ).

As she rummaged through her shelves, Emily stumbled upon her most prized possession: a set of 20th-century film cameras. Each one was a beautifully crafted machine, with its own unique story to tell. She remembered the day she bought her first camera, an old Leica, at a thrift store. It was 2021, and she had just turned 18.

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Despite the collection’s breadth, it has received limited scholarly attention. Researchers interested in longitudinal digital culture, multimodal narrative analysis, or archival practices would benefit from a systematic description of the data and an initial analytical baseline. This paper aims to fill that gap.

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