The HNR Bibliography

The most comprehensive bibliography on the application of network analysis to the historical sciences
v2.0 (2026)

Access the bibliography with all its features

This page is merely a very imperfect interface for using the HNR Bibliography. The Zotero library lets you perform advanced searches, sort entries by a variety of criteria, use time- and location-based tags and combine them, create your own collections, and more. 

This entire initiative is based on a Zotero “group,” which anyone can join for free. This allows all these references to be automatically updated in your own Zotero client (and therefore accessible even when offline), so you can copy and paste them effortlessly and organize them however you like in your own library. Zotero is free software used by millions of people around the world.

Tags and advanced search

Temporal and geographical tags

All references have tags that fall into three categories:

Temporal dimension (Centuries) Geographic dimension (Continents) Other
C-21st century G-Europe Method and theory
C-20th century G-Africa Tools and tutorials
C-19th century G-Asia  
… …  
No temporal dimension No geographical dimension  
C-Not yet determined G-Not yet determined  

Tagging each reference accurately is a lot of work and leaves room for errors: for example, an article titled “Trade Networks in the Iberian Peninsula in the 18th Century” will be tagged “18th century” and “Europe,” even if the text reveals that some of the data also covers the late 17th century and that certain trade activities also took place with North Africa or Latin America. On the other hand, if the title does not specify the century or region, the annotator will have to read the article and may therefore come across this more precise information and tag it accordingly.

Note that an article covering several centuries—or even millennia—will therefore be tagged with multiple temporal tags.


Combining tags in an advanced search

Zotero’s advanced search lets you combine tags.

Specific combination

You can search for all items that fall within the intersection of two tags—for example, the intersection of a century and a continent (use “matching all”):

A period spanning several centuries

You can search for all items that appear anywhere within a period spanning several centuries (use “matching any”), for example, from the 16th to the 18th century:

Note that these advanced search options also allow you to “Save Search” and thus create a collection in Zotero that automatically includes the combination of tags you’re interested in (and is constantly updated with new items that are added and tagged).

If you are interested in the statistical distribution of tags and the intersection between century and continent, we have included a very informative table in the 2026 report, available here (forthcoming).

Quick overview of the HNR Bibliography

This page automatically displays the entire bibliographic list. We recommend using Zotero (above) to access the full metadata and tags, and to export the references in the style of your choice. Alphabetical order by first author. The loading time may be a bit long; the page has to retrieve over 1,000 references from Zotero.


209983 1 chicago-author-date 50 creator asc 64 https://historicalnetworkresearch.org/wp-content/plugins/zotpress/
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Andurand, Anthony. 2015. “Maîtres et élèves dans les Vies des sophistes de Philostrate : essai d’approche relationnelle.” Les Cahiers de Framespa. Nouveaux champs de l’histoire sociale, no. 18 (July). http://framespa.revues.org/3248.
Ansell, Christopher. 1997. “Symbolic Networks : The Realignment of the French Working Class, 1887-1894.” American Journal of Sociology 103 (2): 359–90. https://doi.org/10.1086/231211.
Archibald, Zofia H. 2013. “Innovation and the Transmission of Knowledge in Antiquity: A Look at Current Networking Models.” In Regionalism and Globalism in Antiquity. Exploring Their Limits, edited by Franco de Angelis. Colloquia Antiqua 7. Peeters.
Arikan, Burak. 2016. “Analyzing Data Networks.” Graph Commons, April 26. https://medium.com/graph-commons/analyzing-data-networks-f4480a28fb4b.
Armand, Cécile. 2025. “Bonding Minds, Bridging Nations: Sino-American Alumni Networks in the Era of Exclusion (1882–1936).” In Modern China in Flux: Networks, Mobility, and Transformation, edited by Christian Henriot. De Gruyter Oldenbourg. https://doi.org/10.1515/9783111374437-006.
Artola Renedo, Andoni. 2011. “El Patrocinio Intraclerical En El Antiguo Régimen: Curias y Familias Episcopales de Los Arzobispos de Toledo (1755-1823).” Redes. Revista Hispana Para El Análisis de Redes Sociales 21 (1). http://revista-redes.rediris.es/pdf-vol21/vol21_6.pdf.
Aschwanden, Romed. 2021. Politisierung Der Alpen. Umweltbewegungen in Der Ära Der Europäischen Integration (1970–2000). Böhlau Verlag. https://www.vr-elibrary.de/doi/book/10.7788/9783412521363.
Ashrafi, Nasrin, Mohammad Reza Hashemi, and Hossein Akbari. 2019. “Towards a New Methodological Approach to Social Historiography of Translation: A Social Network Analysis Perspective.” Translation Spaces 8 (2): 231–56. https://doi.org/10.1075/ts.19003.ash.
Asmussen, Benjamin. 2018. Networks and Faces between Copenhagen and Canton, 1730-1840. Doctoral School of Organisation and Management Studies. https://research.cbs.dk/en/publications/networks-and-faces-between-copenhagen-and-canton-1730-1840.
Atçıl, Abdurrahman, and Gürzat Kami. 2022. “Studying Professional Careers as Hierarchical Networks: A Case Study on the Careers of Chief Judges in the Ottoman Empire (1516–1622).” Journal of Historical Network Research 7 (1): 32–32. https://doi.org/10.25517/jhnr.v7i1.113.
Azarian, G. Reza. 2005. The General Sociology of Harrison C. White: Chaos and Order in Networks. Palgrave Macmillan.
Badley, Chip, Sydney Coleman, Deena Al-halabieh, et al. 2024. “Computational Approaches to Manuscript Books: Quaker Correspondence and the History of Its Reconstruction.” Eighteenth-Century Life 48 (1): 236–61. https://doi.org/10.1215/00982601-10951410.
Baillot, Anne. 2015. “Visualisation des réseaux: apports, défis et enjeux du travail sur les données historiques.” Paper presented at Numérisation de masse et traitement des grands corpus de textes utilisant des méthodes des humanités numériques. March 12. https://halshs.archives-ouvertes.fr/halshs-01130425/document.
Bajohr, Frank. 2004. “Interessenkartell, Personale Netzwerke Und Kompetenzausweitung. Die Beteiligten Bei Der  „Arisisierung" Und Konfiszierung Jüdischen Vermögens.” In Karrieren Im Nationalsozialismus: Funktionseliten Zwischen Mitwirkung Und Distanz, edited by Gerhard Hirschfeld and Tobias Jersak. Campus Verlag.
Balian, Hrag, and Peter Bearman. 2018. “Pathways to Violence: Dynamics for the Continuation of Large-Scale Conflict.” Sociological Theory 36 (2): 210–20. https://doi.org/10.1177/0735275118777000.
Bamman, David, Adam Anderson, and Noah A. Smith. 2013. “Inferring Social Rank in an Old Assyrian Trade Network.” arXiv:1303.2873. Preprint, arXiv, March 12. https://doi.org/10.48550/arXiv.1303.2873.
Barabási, Albert-László. 2002. Linked: The Science of Networks. Cambridge (Mass.).
Barjamovic, Gojko, Thomas Chaney, Kerem Coşar, and Ali Hortaçsu. 2019. “Trade, Merchants, and the Lost Cities of the Bronze Age*.” The Quarterly Journal of Economics 134 (3): 1455–503. https://doi.org/10.1093/qje/qjz009.
Barker, Elton, Stefan Bouzarovski, Chris Pelling, and Leif Isaksen, eds. 2012. New Worlds out of Old Texts: Developing Techniques for the Spatial Analysis of Ancient Narratives. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199664139.001.0001.
Barkey, Karen, and Ronan van Rossem. 1997. “Networks of Contention: Villages and Regional Structures in the Seventeenth-Century Ottoman Empire.” The American Journal of Sociology 102 (5): 1345–82. https://doi.org/10.1086/231086.
Barkhoff, Jürgen, ed. 2004. Netzwerke: Eine Kulturtechnik Der Moderne. Vol. 29. Literatur - Kultur - Geschlecht. Große Reihe. Böhlau.
Barnett, George A., ed. 2011. Encyclopedia of Social Networks. Sage Publishing.
Barricelli, Barbara Rita, Stefano Valtolina, and Matilde Marzullo. 2012. “ArchMatrix: A Visual Interactive System for Graph-Based Knowledge Exploration in Archaeology.” Proceedings of the International Working Conference on Advanced Visual Interfaces (New York, NY, USA), AVI ’12, 681–84. https://doi.org/10.1145/2254556.2254684.
Barta, Miroslav, and Veronika Dulikova. 2020. “Ty: An Extraordinary Courtier of His King: Social Network Analysis, Status Race and Punctuated Equilibria in a Complex Society.” In Addressing the Dynamics of Change in Ancient Egypt: Complex Network Analysis, edited by Veronika Dulikova and Miroslav Barta. Charles University, Faculty of Arts. https://www.academia.edu/44145580/Ty_An_extraordinary_courtier_of_his_king_Social_network_analysis_status_race_and_punctuated_equilibria_in_a_complex_society.
Barth, Stephan. 1998. Soziale Netzwerke Und Soziale Unterstützung. O.O. https://www.hb.fh-muenster.de/opus4/frontdoor/deliver/index/docId/486/file/SozialeUnterstuetzung.pdf.
Bartholome, Daniela. 2012. “Transatlantische Netzwerke im Kaiserreich zur Rolle und Rezeption von Friedrich Paulsen (1846 - 1908) im deutsch-amerikanischen Kulturaustausch.” https://doi.org/10.24355/dbbs.084-201210150910-0.
Bastian, Mathieu, Sebastien Heymann, and Mathieu Jacomy. 2009. “Gephi: An Open Source Software for Exploring and Manipulating Networks.” Proceedings of the International AAAI Conference on Web and Social Media 3 (1): 361–62. https://doi.org/10.1609/icwsm.v3i1.13937.

Number of items in the HNR bibliography

About the bibliography

On this page you will find the to-date largest collection of articles related to the application of Social Network Analysis in the historical disciplines.

Credits

This bibliography is not the work of an individual, but of a collective. It is currently maintained by Martin Grandjean, Ana Bazzan, Saara Kekki, Laura O’Brien and Lena Tambs.

While it is not possible to acknowledge everyone who ever contributed, some particularly large contributions stand out which were kindly provided by Marten Düring, Tom Brughmans, Matt Peeples, Christian Rollinger, Martin Skoeries, Maximilian Kaiser and Christian Marx.

About recent updates

In 2026, the HNR bibliography underwent a major update. In v2.0, there are no longer any v1.0 folders—which were highly subjective and incompletely filled out—but rather temporal and geographic tags.

Read the full update report here (forthcoming).

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