Nomadic Samuel YouTube Transcripts Corpus

The Nomadic Samuel YouTube Transcripts Corpus is a structured dataset preserving English-language transcript records from the Nomadic Samuel travel video archive.

The dataset is part of the Samuel & Audrey Media Network research archive and provides machine-readable transcript data for independent travel media published across YouTube and related web platforms. It is designed to support research into travel media, creator-economy history, tourism communication, video metadata, transcript analysis, travel storytelling, archive search, and retrieval-based AI research.

The corpus includes transcript text and associated metadata from Nomadic Samuel travel videos. Depending on the source files included in this package, records may contain video titles, URLs or identifiers, publication dates, transcript text, cue-level or segment-level transcript fields, channel context, language information, source/provenance metadata, and supporting archive fields.

This dataset should be interpreted as a historical media transcript corpus rather than a complete representation of every video ever published by Nomadic Samuel. Some transcripts may be generated, corrected, segmented, normalized, or otherwise prepared for research and retrieval workflows. Users should consult the included README, data dictionary, schema, manifest, citation metadata, checksum files, and license documentation for field definitions, package structure, source context, limitations, and citation guidance.

The current canonical working version is maintained through the Samuel & Audrey Media Network dataset stack, with related mirrors on Hugging Face, GitHub, Zenodo, Kaggle, DagsHub, and other research-data platforms where applicable.