Skip to main content

A Big Data History of Music

A Big Data History of Music

This AHRC-funded collaboration between Royal Holloway and the British Library transformed some of the world’s biggest datasets about sheet music, making them available to researchers.

Through statistical analysis, manipulation and visualisation of this data, it developed new methods for interrogating music history. 

The datasets used in the project included:

The data was exported from MARC records using MarcEdit, and was cleaned with various tools such as OpenRefine. The process of data cleaning required a knowledge of the provenance of the data: the British Library records are the product of over two centuries of cataloguing and follow a variety of cataloguing standards (see our publication ‘Library catalogue records as a research resource’). The project also enriched the British Library’s catalogue records for 180 anthologies of 16th-century printed music, and converted Augustus Hughes-Hughes’s Catalogue of Manuscript Music in the British Museum (1906–09) into machine-readable form.

The project then analysed a set of case-studies (see our publication ‘Writing a Big Data history of music’), to show the potential of quantitative approaches to complement the close or contextual readings customarily used by historical musicologists. These case-studies included: the rise and fall of music printing in the 16th and 17th centuries; the posthumous canonisation of the music of Palestrina and Purcell; and the rise of ‘Scottish’ music in the late 18th and 19th centuries. The case-studies are described fully in the open-access publications below.

The project ended with two events at the British Library: a hackathon on the project data (10 March 2015), and a symposium ‘Digital Strategies for Historical Musicologists’ (11 March 2015). See a report on these events here.

 

Download the project data here, either in RDF/XML format or as simple CSV files.

 

Open-access publications

Stephen Rose, Sandra Tuppen, Loukia Drosopoulou, ‘Writing a Big Data history of music’Early Music 43 (2015), 649–60  doi: 10.1093/em/cav071

Sandra Tuppen, Stephen Rose, Loukia Drosopoulou, ‘Library catalogue records as a research resource’Fontes artis musicae 63 (2016), 67–88  doi: 10.1353/fam.2016.0011

 

Contact 

Stephen Rose (Principal Investigator), stephen.rose@rhul.ac.uk

Sandra Tuppen (Co-Investigator), sandra.tuppen@bl.uk

Loukia Drospoulou (Postdoctoral Research Assistant), loukia.drosopoulou@rhul.ac.uk

Explore Royal Holloway

Arrivals Sept 2017 77 1.jpg

Get help paying for your studies at Royal Holloway through a range of scholarships and bursaries.

clubs-societies_REDUCED.jpg

There are lots of exciting ways to get involved at Royal Holloway. Discover new interests and enjoy existing ones.

Accommodation home hero

Heading to university is exciting. Finding the right place to live will get you off to a good start.

September 2018 Open Day Ewd
Get a taste of our campus and the courses we offer, from virtual tours and webinars to in person Open Days.
Founders, clock tower, sky, ornate

Discover more about our academic departments and schools.

REF_2021.png

Find out why Royal Holloway is in the top 25% of UK universities for research rated ‘world-leading’ or ‘internationally excellent’.

Immersive Technology

Royal Holloway is a research intensive university and our academics collaborate across disciplines to achieve excellence.

DOB6476 (1)
We believe our students are entitled to a world-class learning experience that helps them to thrive and respects diversity.
First years Emily Wilding Davison Building front view

Discover more about who we are today, and our vision for the future.

RHC PH.100.1.3 Founders south east 1886.w

Royal Holloway began as two pioneering colleges for the education of women in the 19th century, and their spirit lives on today.

Notable alumni Kamaladevi Chattopadhyay

We’ve played a role in thousands of careers, some of them particularly remarkable.

Contact us
Information on how to get into contact with us at Royal Holloway.