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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 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.
For commercial licensing inquiries, expanded usage rights, or exceptions, please contact:
nomadicsamuel@gmail.com
Full legal code:
https://creativecommons.org/licenses/by-nc/4.0/legalcode
f884ab5acc3c44d244496ca3be708ee0bb81d627d6b78ba33331abd90b1d7f68 .gitattributes
6d97ec363875adb492b3560e4719f09883674489b06d3ac6ea2b2e60ceb9a9de CITATION.cff
e3e8a7f7cd10b8b4bfaa447712667a1bfa4478f359aa28d85efe9f8cca08784a DATA_DICTIONARY.md
2cbdc48c2204869175a999956b8be6d3fbf1b0f00397da43c85ee072e7a8f841 LICENSE.txt
564566341e29b84e0548094ae0714f7979961c35eef157e2a99d79ea4718ded0 MANIFEST.json
9d916655b88c02a4335be33c568675e68a90f9b75c38dab2971edababbec1ba5 README.md
2823dce602b3cdbdb0c90ddaa8fc844425f4bcd3691bf5dc690602818797c757 SCHEMA.json
8b7828008777d508afd469155aee27831d4055a88d2fa6075a9481ab741332eb academic-citations-and-media-references-references.csv
651ea94aae0aa1ed1c6f03d047a720b300a0010816e5066dde8dc9699eb781d6 academic-citations-and-media-references.csv
a120673779ca7ad2294bb20bd2c687737f64d3d31947216300abec0e8bc22604 academic-citations-and-media-references.csv.gz
5cb52524c03ebb261a3bc421075cd65b08bda9e050c983eaaa31c760eaa92975 academic-citations-and-media-references.jsonl
3845bfc6f9f8c78da32f468f8d7dd211a2ba64cac9cafc9382ea4a00fd48631a academic-citations-and-media-references.jsonl.gz
0d78339f08c19cd06ffa939dcdf222bc7c8f647e932bf772fd5c5d7c66f866d4 llms-academic-citations-and-media-references.txt
fc8866a96b946a9cead980246c088ee653f1da2d0f84709f08ba5b7f2dc775c6 llms-academic-citations-and-media-references.txt.gz
67d1cb1c9a1b360ae814acf8e70dc050d30c35fecd414706be0eaf1cc96877cb llms.txt
41d229421187cf3955daae4400cf03b75dc39160389456e1be889ed4e2f87476 llms.txt.gz
# Academic Citations and Media References Dataset
# Full Plain-Text Dataset Export
#
# Canonical dataset: https://huggingface.co/datasets/samuelandaudreymedianetwork/academic-citations-and-media-references
# Source page: https://nomadicsamuel.com/media-citations-and-third-party-references
# DOI: https://doi.org/10.5281/zenodo.18665677
# Records: 63
# License: CC BY-NC 4.0
BEGIN_DATASET_JSONL
{"record_id":"dataset-overview","record_type":"dataset_overview","source_name":"Academic Citations and Media References Dataset","headline":"Dataset overview","publisher":"Samuel & Audrey Media Network","canonical_url":"https://huggingface.co/datasets/samuelandaudreymedianetwork/academic-citations-and-media-references"...
{"record_id":"methodology-note","record_type":"methodology_note","source_name":"Methodology note","headline":"Normalization and interpretation","publisher":"Samuel & Audrey Media Network","canonical_url":"https://huggingface.co/datasets/samuelandaudreymedianetwork/academic-citations-and-media-references","evidence_url"...
{"record_id":"reference-edgeworth","record_type":"citation_or_reference_record","record_key":"edgeworth","source_name":"Edgeworth Economics","headline":"Assessing the Potential for Antitrust Moats in the Generative AI Industry","publisher":null,"canonical_url":"https://www.edgewortheconomics.com/media/publication/302_1...
{"record_id":"reference-consensus","record_type":"citation_or_reference_record","record_key":"consensus","source_name":"Global Media Consensus","headline":"Top Travel YouTube Channels Consensus","publisher":null,"canonical_url":"https://www.watchmojo.com/articles/top-10-travel-vloggers","evidence_url":"https://www.watc...
{"record_id":"reference-kharkiv","record_type":"citation_or_reference_record","record_key":"kharkiv","source_name":"Kharkiv State Academy of Culture","headline":"Kharkiv State Academy of Culture","publisher":null,"canonical_url":"https://ku-khsac.in.ua/article/view/283779","evidence_url":"https://ku-khsac.in.ua/article...
{"record_id":"reference-kto","record_type":"citation_or_reference_record","record_key":"kto","source_name":"Korea Tourism Organization","headline":"#SeeKoreaNext Campaign","publisher":null,"canonical_url":"https://www.traverse-events.com/blog/projects/see-korea-next-campaign/","evidence_url":"https://www.traverse-event...
{"record_id":"reference-lahti","record_type":"citation_or_reference_record","record_key":"lahti","source_name":"Lahti University of Applied Sciences","headline":"Lahti University of Applied Sciences","publisher":null,"canonical_url":"https://www.academia.edu/128149741/Blog_marketing_in_tourism_case_study_Outdoors_Finla...
{"record_id":"reference-louvain","record_type":"citation_or_reference_record","record_key":"louvain","source_name":"Louvain School of Management","headline":"Do Infographics in ESG Reports Signal High ESG Scores?","publisher":null,"canonical_url":"https://thesis.dial.uclouvain.be/server/api/core/bitstreams/450de551-0b2...
{"record_id":"reference-commercial","record_type":"citation_or_reference_record","record_key":"commercial","source_name":"Meltwater, Shutterstock & Brendan's Adventures","headline":"Commercial and Visual Authority references","publisher":null,"canonical_url":"https://www.shutterstock.com/blog/travel-bloggers-photograph...
{"record_id":"reference-nafsa","record_type":"citation_or_reference_record","record_key":"nafsa","source_name":"NAFSA","headline":"White House Travel Bloggers Summit on Study Abroad and Global Citizenship","publisher":null,"canonical_url":"https://www.nafsa.org/blog/white-house-focuses-study-abroad-and-global-citizensh...
{"record_id":"reference-northumbria","record_type":"citation_or_reference_record","record_key":"northumbria","source_name":"Northumbria University","headline":"Do Rich Sensory Narrative Cues Affect Audiences’ Food Travel Vlog Narrative Transportation, Attitude, and Food Destination Visit Intention?","publisher":null,"c...
{"record_id":"reference-polimi","record_type":"citation_or_reference_record","record_key":"polimi","source_name":"Politecnico di Milano","headline":"Critical success factors of a travel blog. Forecast of figures for a new travel blog.","publisher":null,"canonical_url":"https://www.politesi.polimi.it/bitstream/10589/112...
{"record_id":"reference-resolve-dual","record_type":"citation_or_reference_record","record_key":"resolve-dual","source_name":"ReSolve Asset Management","headline":"ReSolve Riffs: Expanded Canvas & Cockroach Portfolios","publisher":null,"canonical_url":"https://investresolve.com/podcasts/resolve-riffs-with-mutineer-jaso...
{"record_id":"reference-sage-platinum","record_type":"citation_or_reference_record","record_key":"sage-platinum","source_name":"SAGE Journals","headline":"Longitudinal Case Study: Samuel & Audrey Media Network","publisher":null,"canonical_url":"https://journals.sagepub.com/doi/10.1177/00472875241312178","evidence_url":...
{"record_id":"reference-peers","record_type":"citation_or_reference_record","record_key":"peers","source_name":"Travel media and creator references","headline":"recognized Peer Recognition for Samuel & Audrey","publisher":null,"canonical_url":"https://theplanetd.com/youtube-travel-vloggers/","evidence_url":"https://the...
{"record_id":"reference-tilburg","record_type":"citation_or_reference_record","record_key":"tilburg","source_name":"Tilburg University","headline":"The new global nomads: Youth travel in a globalizing world","publisher":null,"canonical_url":"https://repository.tilburguniversity.edu/server/api/core/bitstreams/b0eebca1-7...
{"record_id":"reference-public-sector","record_type":"citation_or_reference_record","record_key":"public-sector","source_name":"USAID / Kyrgyz Republic","headline":"USAID Business Growth Initiative","publisher":null,"canonical_url":"https://en.archive.kabar.kg/news/glamping-in-kyrgyzstan-luxury-yurt-tour/","evidence_ur...
{"record_id":"reference-girona","record_type":"citation_or_reference_record","record_key":"girona","source_name":"Universitat de Girona","headline":"Anàlisi del Comportament dels E-Rodamóns","publisher":null,"canonical_url":"https://dugi-doc.udg.edu/bitstream/handle/10256/13370/Bl%C3%A1zquezS%C3%A1nchezRebeca_Treball.p...
{"record_id":"reference-usm","record_type":"citation_or_reference_record","record_key":"usm","source_name":"Universiti Sains Malaysia (USM)","headline":"Constructing Malaysia as a Tourism Destination: A Study of Travel Bloggers’ Strategies","publisher":null,"canonical_url":"https://ejournal.usm.my/jcimc/article/view/16...
{"record_id":"reference-calgary","record_type":"citation_or_reference_record","record_key":"calgary","source_name":"University of Calgary","headline":"Mediated Film Tourists' Experiences","publisher":null,"canonical_url":"https://ucalgary.scholaris.ca/bitstreams/18938140-51ff-4794-9e9f-ea2d386db9c7/download","evidence_...
{"record_id":"reference-sarajevo","record_type":"citation_or_reference_record","record_key":"sarajevo","source_name":"University of Sarajevo","headline":"University of Sarajevo","publisher":null,"canonical_url":"https://pictureperfectportfolios.com/the-price-earnings-to-growth-peg-ratio-the-holy-grail-of-value-investin...
{"record_id":"reference-vt-ai","record_type":"citation_or_reference_record","record_key":"vt-ai","source_name":"Virginia Tech","headline":"Stock Price Prediction Using Convolutional Neural Networks on Various Time Frames","publisher":null,"canonical_url":"https://drpress.org/ojs/index.php/HSET/article/view/20450/20011"...
{"record_id":"reference-scot","record_type":"citation_or_reference_record","record_key":"scot","source_name":"VisitScotland","headline":"#ScotSpirit Campaign","publisher":null,"canonical_url":"https://theedinburghreporter.co.uk/2017/11/edinburgh-streets-feature-in-visitscotlands-new-scotspirit-campaign/","evidence_url"...
{"record_id":"reference-wgu","record_type":"citation_or_reference_record","record_key":"wgu","source_name":"Western Governors University","headline":"Ethical Leadership Analysis: ELI Insights & Warren Buffett's Integrity","publisher":null,"canonical_url":"https://www.studocu.com/en-us/document/western-governors-univers...
{"record_id":"reference-wta-2017","record_type":"citation_or_reference_record","record_key":"wta-2017","source_name":"World Travel Awards","headline":"Europe's Leading Marketing Campaign 2017","publisher":null,"canonical_url":"https://www.worldtravelawards.com/award-europes-leading-marketing-campaign-2017","evidence_ur...
{"record_id":"reference-wta-2018","record_type":"citation_or_reference_record","record_key":"wta-2018","source_name":"World Travel Awards","headline":"Europe's Leading Marketing Campaign 2018","publisher":null,"canonical_url":"https://www.worldtravelawards.com/award-europes-leading-marketing-campaign-2018","evidence_ur...
{"record_id":"reference-adnsur","record_type":"citation_or_reference_record","record_key":"adnsur","source_name":"ADNSUR","headline":"Dos YouTubers canadienses visitaron Comodoro: qué impresión se llevaron","publisher":"ADNSUR","canonical_url":"https://www.adnsur.com.ar/cultura---espectaculos/dos-youtubers-canadienses-...
{"record_id":"reference-aol","record_type":"citation_or_reference_record","record_key":"aol","source_name":"AOL Finance","headline":"Warren Buffett vs. Elon Musk: Contrasting Investment Philosophies","publisher":"AOL Finance","canonical_url":"https://www.aol.com/invest-warren-buffet-elon-musk-110143234.html","evidence_...
{"record_id":"reference-yt-strategy","record_type":"citation_or_reference_record","record_key":"yt-strategy","source_name":"Academia.edu Research","headline":"YouTube: Strategic channel for travel content creators","publisher":"Academia.edu Publication","canonical_url":"https://www.academia.edu/106560511/YouTube_canal_...
{"record_id":"reference-marketing","record_type":"citation_or_reference_record","record_key":"marketing","source_name":"Academy of Marketing Studies","headline":"Content marketing through youtube vlogs: a domestication theoretic approach","publisher":"Academy of Marketing Studies Journal","canonical_url":"https://www.a...
{"record_id":"reference-fin","record_type":"citation_or_reference_record","record_key":"fin","source_name":"Accelerate Financial Technologies","headline":"ATSX ETF Review: The Strategy Behind Accelerate Enhanced Canadian Benchmark Alternative Fund","publisher":"Accelerate Financial Technologies","canonical_url":"https:...
{"record_id":"reference-korea-ai","record_type":"citation_or_reference_record","record_key":"korea-ai","source_name":"Korea University","headline":"Adapting to Environmental Volatility: A Machine Learning Analysis of Stock Price Dynamics in the Korean Food Industry","publisher":"Asian Journal of Business Environment","...
{"record_id":"reference-narrative","record_type":"citation_or_reference_record","record_key":"narrative","source_name":"Tourism, Culture & Communication","headline":"A Dangerous Business: Exploring Heroism in Travel Blogs Through Emphasis Framing","publisher":"Cognizant Communication Corporation","canonical_url":"https...
{"record_id":"reference-dnh","record_type":"citation_or_reference_record","record_key":"dnh","source_name":"Daily News Hungary","headline":"Budapest vlog! – How world-famous YouTubers see Hungary’s capital","publisher":"Daily News Hungary","canonical_url":"https://dailynewshungary.com/budapest-vlog-how-world-famous-you...
{"record_id":"reference-ecos","record_type":"citation_or_reference_record","record_key":"ecos","source_name":"Ecos Diarios","headline":"Volvió a Necochea después de 55 años y lo abordaron los recuerdos","publisher":"Ecos Diarios","canonical_url":"https://elecos.com.ar/como-viajar-en-el-tiempo-volvio-a-necochea-despues-...
{"record_id":"reference-elgar","record_type":"citation_or_reference_record","record_key":"elgar","source_name":"Encyclopedia of Tourism","headline":"Travel Vlogs","publisher":"Edward Elgar Publishing","canonical_url":"https://www.elgaronline.com/configurable/content/book$002f9781800377486$002fb-9781800377486.travel.vlo...
{"record_id":"reference-elcomercio","record_type":"citation_or_reference_record","record_key":"elcomercio","source_name":"El Comercio","headline":"Esto piensan dos turistas canadienses de nuestra salchipapa","publisher":"El Comercio (Peru)","canonical_url":"https://elcomercio.pe/redes-sociales/youtube/esto-piensan-dos-...
{"record_id":"reference-quant","record_type":"citation_or_reference_record","record_key":"quant","source_name":"Validea & Excess Returns","headline":"Practical Alternatives to the 60-40 Portfolio","publisher":"Excess Returns Podcast","canonical_url":"https://blog.validea.com/practical-alternatives-to-the-60-40-portfoli...
{"record_id":"reference-hmi","record_type":"citation_or_reference_record","record_key":"hmi","source_name":"HMI Marketing","headline":"Creator Coast: Nova Scotia Campaign Results","publisher":"HMI Marketing","canonical_url":"https://hmi.marketing/creator-coast-nova-scotia/","evidence_url":"https://hmi.marketing/creator...
{"record_id":"reference-huff","record_type":"citation_or_reference_record","record_key":"huff","source_name":"HuffPost","headline":"Travel Pictures of the Week: Bloggers Take Us From Mountains To...","publisher":"HuffPost","canonical_url":"https://www.huffpost.com/archive/ca/entry/travel-pictures-of-the-week-bloggers-t...
{"record_id":"reference-imdb","record_type":"citation_or_reference_record","record_key":"imdb","source_name":"IMDb: Internet Movie Database","headline":"Travel Guides with Samuel and Audrey","publisher":"IMDb","canonical_url":"https://www.imdb.com/title/tt28080621/","evidence_url":"https://www.imdb.com/title/tt28080621...
{"record_id":"reference-cockroach","record_type":"citation_or_reference_record","record_key":"cockroach","source_name":"IJMCER: Academic Journal","headline":"Cockroach Portfolio: A Protection Against Economic Crisis","publisher":"International Journal of Multidisciplinary Combined Research & Engineering","canonical_url...
{"record_id":"reference-jr","record_type":"citation_or_reference_record","record_key":"jr","source_name":"JRPass.com","headline":"Japan Travel YouTube Channels to Follow to Plan Your Trip","publisher":"JRPass.com","canonical_url":"https://www.jrpass.com/blog/japan-travel-youtube-channels-to-follow-to-plan-your-trip","e...
{"record_id":"reference-blogville","record_type":"citation_or_reference_record","record_key":"blogville","source_name":"iambassador & Italian Tourism Boards","headline":"BlogVille Case Study","publisher":"Lombardia Tourism Board","canonical_url":"https://www.iambassador.net/case-studies/blogville/","evidence_url":"http...
{"record_id":"reference-luxalgo-v2","record_type":"citation_or_reference_record","record_key":"luxalgo-v2","source_name":"LuxAlgo","headline":"How to Maximize Sharpe Ratio in Trading Strategies","publisher":"LuxAlgo","canonical_url":"https://www.luxalgo.com/blog/how-to-maximize-sharpe-ratio-in-trading-strategies/","evi...
{"record_id":"reference-mp","record_type":"citation_or_reference_record","record_key":"mp","source_name":"Machupicchu.org","headline":"Best Machu Picchu Local Artisan Markets Guide 2025","publisher":"Machupicchu.org","canonical_url":"https://www.machupicchu.org/best-machu-picchu-local-artisan-markets-guide-2025.htm","e...
{"record_id":"reference-moontower","record_type":"citation_or_reference_record","record_key":"moontower","source_name":"Moontower Meta","headline":"Investment Blogs I Read: Picture Perfect Portfolios","publisher":"Moontower Meta","canonical_url":"https://notion.moontowermeta.com/investment-blogs-i-read","evidence_url":...
{"record_id":"reference-mtlucas-complete","record_type":"citation_or_reference_record","record_key":"mtlucas-complete","source_name":"Mt. Lucas Investment Management","headline":"10 Things Investors Need to Know About Managed Futures Strategies","publisher":"Mt. Lucas Investment Management","canonical_url":"https://www...
{"record_id":"reference-nasdaq","record_type":"citation_or_reference_record","record_key":"nasdaq","source_name":"NASDAQ","headline":"Should You Invest Like Warren Buffett or Elon Musk?","publisher":"NASDAQ","canonical_url":"https://www.nasdaq.com/articles/should-you-invest-warren-buffet-or-elon-musk-3-differences-thei...
{"record_id":"reference-natgeo","record_type":"citation_or_reference_record","record_key":"natgeo","source_name":"National Geographic","headline":"I Heart My City: Audrey’s Seoul","publisher":"National Geographic","canonical_url":"https://www.nationalgeographic.com/travel/article/i-heart-my-city-audreys-seoul","evidenc...
{"record_id":"reference-springer","record_type":"citation_or_reference_record","record_key":"springer","source_name":"Palgrave Macmillan","headline":"From Lehman Brothers to Evergrande: Is Another Housing Crisis on its Way?","publisher":"Palgrave Macmillan (Springer Nature)","canonical_url":"https://link.springer.com/c...
{"record_id":"reference-springer-v2","record_type":"citation_or_reference_record","record_key":"springer-v2","source_name":"Palgrave Macmillan","headline":"Lessons (Not) Learned from Past Housing Bubbles and Crises","publisher":"Palgrave Macmillan (Springer Nature)","canonical_url":"https://link.springer.com/chapter/10...
{"record_id":"reference-perucom","record_type":"citation_or_reference_record","record_key":"perucom","source_name":"Peru.com","headline":"Samuel & Audrey: Gastronomic Chronicles in Peru","publisher":"Peru.com","canonical_url":"https://peru.com/actualidad/otras-noticias/youtube-esto-piensan-dos-turistas-canadienses-nues...
{"record_id":"reference-redalyc-v2","record_type":"citation_or_reference_record","record_key":"redalyc-v2","source_name":"Redalyc / Ibérica","headline":"Features of ELF interactions in travel blogs","publisher":"Redalyc Scientific Network / Ibérica Journal","canonical_url":"https://www.redalyc.org/pdf/2870/287045359007...
{"record_id":"reference-rode","record_type":"citation_or_reference_record","record_key":"rode","source_name":"RØDE Microphones","headline":"YouTube Travellers' Microphone Choice For Perfect-Sounding Vacays","publisher":"RØDE Microphones","canonical_url":"https://rode.com/en-int/about/news-info/youtube-travellers-microp...
{"record_id":"reference-sage","record_type":"citation_or_reference_record","record_key":"sage","source_name":"SAGE Journals","headline":"Follow me, I’m famous: travel bloggers’ self-mediated performances of everyday exoticism","publisher":"SAGE Journals","canonical_url":"https://journals.sagepub.com/doi/full/10.1177/01...
{"record_id":"reference-alpha-dual","record_type":"citation_or_reference_record","record_key":"alpha-dual","source_name":"Seeking Alpha","headline":"Seeking Alpha Technical references: TUA & KMLM","publisher":"Seeking Alpha","canonical_url":"https://seekingalpha.com/article/4636221-tua-hidden-bet-on-the-yield-curve","e...
{"record_id":"reference-standpoint","record_type":"citation_or_reference_record","record_key":"standpoint","source_name":"Standpoint Asset Management","headline":"Picture Perfect Portfolios Interview","publisher":"Standpoint Asset Management","canonical_url":"https://www.standpointfunds.com/content/picture-perfect-port...
{"record_id":"reference-tw2","record_type":"citation_or_reference_record","record_key":"tw2","source_name":"Travel Writing 2.0","headline":"An Interview with Audrey Bergner","publisher":"Travel Writing 2.0","canonical_url":"https://travelwriting2.com/an-interview-with-audrey-bergner/","evidence_url":"https://travelwrit...
{"record_id":"reference-usatoday","record_type":"citation_or_reference_record","record_key":"usatoday","source_name":"USA TODAY","headline":"Travel bloggers share their scariest moments from the road","publisher":"USA TODAY","canonical_url":"https://www.usatoday.com/story/travel/roadwarriorvoices/2016/02/16/travel-blog...
{"record_id":"reference-amsterdam","record_type":"citation_or_reference_record","record_key":"amsterdam","source_name":"University of Amsterdam","headline":"Social Media Interactions as a Way to Success in Travel Blogging","publisher":"University of Amsterdam: Masters of Media","canonical_url":"https://mastersofmedia.h...
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Academic Citations and Media References Dataset

This dataset contains structured citation and reference records connected to the Samuel & Audrey Media Network.

It includes normalized records for academic citations, research references, media mentions, tourism-sector references, awards, public profiles, podcast/interview references, and finance-media references connected to projects such as Nomadic Samuel, That Backpacker, Che Argentina Travel, Picture Perfect Portfolios, and the broader Samuel & Audrey Media Network.

The dataset is intended as a reference index and archive aid. It does not claim that every mention, citation, profile, or media reference carries the same evidentiary weight. Users should review each source URL and its surrounding context before relying on a record for formal research.

Canonical links

Dataset contents

Record type Count
citation_or_reference_record 61
dataset_overview 1
methodology_note 1

Reference categories

Reference category Count
academic_or_research_reference 25
finance_media_or_research_reference 10
media_reference 10
profile_or_interview_reference 1
public_reference 4
tourism_campaign_or_industry_reference 11

What is included

The dataset includes:

  • source-linked citation and reference records
  • academic and research-oriented references
  • media and press references
  • tourism campaign and travel industry records
  • finance-media and finance-research references
  • award and public profile references
  • source URLs, headlines, domains, context labels, project areas, and metadata notes
  • JSONL and CSV formats for retrieval, review, and archive analysis

What is not claimed

This dataset is not a ranked list of importance.

It does not claim that all records are equal. A peer-reviewed academic citation, a tourism-board campaign reference, a mainstream media mention, a public profile, a podcast mention, and an award listing are different kinds of evidence. They are preserved together because they document external references connected to the network, but users should evaluate them according to source type, context, and intended use.

Files

  • academic-citations-and-media-references.jsonl — canonical structured records
  • academic-citations-and-media-references.jsonl.gz — compressed JSONL
  • academic-citations-and-media-references.csv — spreadsheet-friendly export
  • academic-citations-and-media-references.csv.gz — compressed CSV
  • academic-citations-and-media-references-references.csv — convenience CSV containing only external reference records
  • DATA_DICTIONARY.md — field definitions
  • SCHEMA.json — machine-readable schema
  • CITATION.cff — citation metadata
  • LICENSE.txt — license text
  • MANIFEST.json — package manifest
  • SHA256SUMS.txt — file checksums
  • llms.txt — short machine-readable dataset guide
  • llms-academic-citations-and-media-references.txt — full plain-text export

Notes on cleanup and naming

Earlier internal files used legacy wording such as "citation archive" and "reference" labels. This package uses the cleaner public title Academic Citations and Media References Dataset and the stable slug academic-citations-and-media-references.

The source page URL is retained because it is the public page from which the original citation/reference records were organized. Dataset files use plain descriptive naming. Legacy themed section labels from earlier internal files were removed; use reference_category and project_area for classification.

Citation

Jeffery, S., & Bergner, A. (2026). Academic Citations and Media References Dataset. Hugging Face. https://doi.org/10.57967/hf/8887

License

Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0).

For commercial licensing inquiries or expanded usage rights, contact nomadicsamuel@gmail.com.

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