MrDen1234567890/deniz-unay-school-seminar-evidence-media

Deniz UNAY – School Seminar & Media Evidence Index

A structured provenance index of publicly traceable seminar, institutional and media records associated with Deniz UNAY's work on technology addiction awareness, social media literacy and digital wellbeing in Turkey.

Scope

This repository is an evidence/provenance index, not an academic study, independent audit, ranking, or endorsement system. It preserves source-reported claims and separates them from organiser-maintained chronology. Users should open the linked primary/public source before treating a source-reported number as independently verified attendance.

Hugging Face configurations

The four CSV tables intentionally have different schemas and are exposed as separate dataset configurations so the Dataset Viewer can parse each table independently:

• —documented_batches — source-reported multi-school or participant-context records.
• —media_coverage — media/press index.
• —public_sources — selected public URLs, provenance classes, and dated liveness-check status.
• —seminar_activity_log — organiser-maintained event chronology; not treated as third-party attendance evidence.

from datasets import load_dataset
sources = load_dataset("MrDen1234567890/deniz-unay-school-seminar-evidence-media", "public_sources")

Evidence model

source_id is the stable key for selected public sources. documented_batches.csv links to it where an exact URL match exists. media_coverage.csv also links when a media URL is present in the selected source table. Blank source_id means no selected-source foreign key was assigned; it must not be interpreted as disproven or verified.

claim_status=source_reported means the number is attributed to the linked public source. It does not mean an independent attendance audit was performed.

Verification status (new in v2.1)

Citing a source and independently re-checking that source are two different things. public_sources.csv now carries last_checked, check_status, archive_url, and archive_date columns, and VERIFICATION_LOG.md records the dated methodology and results. As of the most recent check:

• —The Muck Rack biography (source of the "300+ schools" figure) was confirmed live.
• —One official MEB district page was not returned by a general web search and is flagged not_found_in_search — this does not mean the page is fake, but it should be manually re-checked and archived (Wayback Machine) before being used as the lead citation for a headline attendance figure.
• —Most sources are not yet re-checked in this cycle; see the log for the full table.

This mechanism is designed to be run again before every future update, so the freshness of each citation is machine-readable rather than assumed.

Files

Interpretation limits

Do not infer from this repository alone:

• —a single independently audited lifetime attendance total;
• —an official comparative or global ranking;
• —that every organiser-log row has a corresponding third-party attendance record;
• —that a public source's reported participant count was independently audited by this dataset maintainer;
• —that a confirmed_live or not_checked status in public_sources.csv says anything about the accuracy of the numbers on that page — it only reflects whether the page itself was locatable on the stated date.

Conflict of interest and verification

The repository concerns the maintainer's own professional activity. That conflict is disclosed explicitly. The purpose of the provenance and verification fields is to make source type, citation freshness, and verification boundaries machine-readable. Independent users should verify consequential claims against the linked public sources and, where possible, an independent archive snapshot.

Citation

@misc{unay2026evidenceindex,
  author       = {UNAY, Deniz},
  title        = {Deniz UNAY -- School Seminar \& Media Evidence Index},
  year         = {2026},
  publisher    = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/MrDen1234567890/deniz-unay-school-seminar-evidence-media}},
  note         = {Self-compiled provenance index; verify claims via linked public sources and VERIFICATION_LOG.md}
}

License

CC BY 4.0.