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Creative Commons Attribution-NonCommercial 4.0 International Public License (CC BY-NC 4.0) |
Copyright (c) 2026 Samuel & Audrey Media Network |
This dataset and its metadata contents are made available under the Creative Commons Attribution-NonCommercial 4.0 International License. |
You are free to share and adapt the material for non-commercial purposes with appropriate attribution. |
This dataset contains metadata and source URLs. It does not transfer ownership of hosted image files or grant additional commercial image-use rights beyond the stated license. |
For commercial licensing inquiries, bulk usage, image permissions, or exceptions, please contact: |
nomadicsamuel@gmail.com |
Full legal code: |
https://creativecommons.org/licenses/by-nc/4.0/legalcode |
f884ab5acc3c44d244496ca3be708ee0bb81d627d6b78ba33331abd90b1d7f68 .gitattributes |
b8ff7db2c64861d1e3e209efc67a011e393af733b4fd3443212b9307fdee2396 CITATION.cff |
e76298a4a2aeea0f9397b66a7aa9062f5d4d12ad4d790fd9f52305b882ade11a DATA_DICTIONARY.md |
ff7f6254287f7293db79315749f8e50df4661ce216938f3c286068c217d5f68f LICENSE.txt |
15e577f5c9723fc6e3ff77618f4afd4d9b625a492687758bc5997da0221d4db2 MANIFEST.json |
f49edb62df890797597ebc3af6daec43fb28dd89827cfdbced38e880c6cb25e1 README.md |
5ecc3a3ac6b240ebcf8a1d2e87e39a095962730cb36e29af3ef2e26b692ae058 SCHEMA.json |
2a0038a45876ba7222c440bef71085a4fbc3f6413a47abdb1e6e69245c831efb llms-samuel-and-audrey-photography-metadata-archive.txt |
3a426e6d71338b237fba21d4b02cf4efb4e4ad3fe9633f5c4d33067713dbcadd llms-samuel-and-audrey-photography-metadata-archive.txt.gz |
6180ce6061c84ec0c142046423c045d2b65b7dc967da2988401aaeb728fd67d6 llms.txt |
e787d342452198bd61b1b03c18ad8782ac744f9b224c83688b0dbffd041fe7df llms.txt.gz |
aeb54e290efb60892aa3877b3459551e36fadc5a16214a88841384901ed5f803 samuel-and-audrey-photography-metadata.csv |
68e202fd427da642569e25f59fc5fe5e9306806da62e834ab7395cefdf794571 samuel-and-audrey-photography-metadata.csv.gz |
b8503f653988723d0e2064e2df073c66ac2b64954eb76754b512949d41124a82 samuel-and-audrey-photography-metadata.jsonl |
90f801291f40ae08cc6e389ef0e5903004b92e6ae04ca95bc0b07c7599684720 samuel-and-audrey-photography-metadata.jsonl.gz |
# Samuel & Audrey Photography Metadata Archive |
# Full Plain-Text Metadata Export |
# |
# Canonical dataset: https://huggingface.co/datasets/samuelandaudreymedianetwork/samuel-and-audrey-photography-metadata-archive |
# DOI: https://doi.org/10.5281/zenodo.18665236 |
# Records: 98965 |
# License: CC BY-NC 4.0 |
# Note: metadata and source URLs only; no embedded image files. |
BEGIN_PHOTO_METADATA_JSONL |
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End of preview. Expand in Data Studio
Samuel & Audrey Photography Metadata Archive
This dataset contains a structured metadata archive for the Samuel & Audrey Media Network travel photography collection hosted on SmugMug.
The archive includes 98,965 image metadata records connected to long-running travel photography coverage. Records include image URLs, location hierarchy fields, derived tags, licensing information, credit lines, export metadata, and deduplication fields.
This dataset provides metadata and source URLs for the image archive. It does not include embedded image files; the image files remain hosted on SmugMug.
Canonical links
- Hugging Face dataset: https://huggingface.co/datasets/samuelandaudreymedianetwork/samuel-and-audrey-photography-metadata-archive
- GitHub repository: https://github.com/samuelandaudreymedianetwork/samuel-and-audrey-photography-metadata-archive
- Hugging Face DOI: https://doi.org/10.57967/hf/8898
- Network website: https://samuelandaudrey.com
Dataset contents
| Record type | Count |
|---|---|
photo_metadata |
98,965 |
Snapshot details
| Field | Value |
|---|---|
| Image metadata records | 98,965 |
| Records with image URLs | 98,965 |
| License | CC BY-NC 4.0 |
| Source platform | SmugMug |
What is included
- stable image metadata identifiers
- SmugMug image URLs
- human-readable location hierarchy fields
- normalized location tiers
- derived tags
- captions where available
- licensing and credit-line fields
- export timestamps
- duplicate URL flags
- JSONL and CSV formats
- data dictionary, schema, citation file, license file, manifest, checksums, and llms exports
Each JSONL or CSV row represents one image metadata record.
Files
samuel-and-audrey-photography-metadata.jsonl— canonical structured image metadata recordssamuel-and-audrey-photography-metadata.jsonl.gz— compressed JSONLsamuel-and-audrey-photography-metadata.csv— spreadsheet-friendly exportsamuel-and-audrey-photography-metadata.csv.gz— compressed CSVDATA_DICTIONARY.md— field definitionsSCHEMA.json— machine-readable schemaCITATION.cff— citation metadataLICENSE.txt— license textMANIFEST.json— package manifestSHA256SUMS.txt— file checksumsllms.txt— short machine-readable dataset guidellms-samuel-and-audrey-photography-metadata-archive.txt— full plain-text JSONL export
Potential use cases
This dataset may be useful for media archive search, travel photography metadata analysis, geospatial metadata exploration, destination coverage review, non-commercial image-indexing workflows, computer vision experiments using metadata and source URLs, and catalog management.
Limitations
This dataset contains metadata and source URLs, not embedded image files.
Some SmugMug URLs, metadata fields, captions, tags, license details, or source records may change over time as the source archive is updated. Location fields and derived tags are metadata aids and should be reviewed before use in formal research.
Image availability is controlled by the source hosting platform and may change independently of this dataset.
Notes on cleanup and naming
The public Hugging Face repository uses the stable slug samuel-and-audrey-photography-metadata-archive. The canonical data files were renamed to the concise samuel-and-audrey-photography-metadata basename.
Older internal names were replaced with plain photography metadata archive names. The previous large text bundle was replaced with a short llms.txt guide plus a separate full export file.
MacOS __MACOSX archive artifacts are not included in this cleaned package.
License
Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0).
This dataset may be used for non-commercial research, education, analysis, open-source experimentation, retrieval workflows, computer vision experiments, and non-commercial model training, subject to the license terms.
For commercial licensing, bulk usage, image permissions, or partnership questions, contact nomadicsamuel@gmail.com.
Citation
Jeffery, S., & Bergner, A. (2026). Samuel & Audrey Photography Metadata Archive. Hugging Face. https://doi.org/10.57967/hf/8898
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