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Newspapers as data
Dr James Baker
Curator, Digital Research

@j_w_baker
More than resource discovery…
“The emergence of the new
digital humanities [and
social sciences] isn‟t an
isolated academic
phenomenon. The
institutional and disciplinary
changes are part of a larger
cultural shift, inside and
outside the academy, a
rapid cycle of emergence
and convergence in
technology and culture”
Steven E Jones, Emergence of
the Digital Humanities (2013)

www.bl.uk

2
Raging torrent of data

www.bl.uk

3
New Tools
• Metadata, tagging, search,
discovery…
• …mapping, connectivity,
embeddness

• Google Ngram Viewer
– Millions of books, billions of
words
– Granular trend analysis
– New ways in, new contexts
– prison *_NOUN…

www.bl.uk

4
New Discoveries
discipline

www.bl.uk

camp and
camps

sentence

5
New Understanding
• Study of 11M social media posts
from China
– King, Pan, Roberts (2013)
– Chinese government is not
censoring speech but is censoring
“attempts at collective action,
whether for or against the
government”
– Automated text analysis

• NSA, GCHQ, Big Data…
– Just because they use big data,
should we?
– What does/doesn‟t it represent?
– Ethics, use of technology
www.bl.uk

• Quantitative Analysis of Culture
Using Millions of Digitized Books
– New competition for telling stories
about change over time.
– Michel, Aiden et al (2010)
6
“Reading individual works is
as irrelevant as describing
the architecture of a building
from a single brick, or the
layout of a city from a single
church”
Franco Moretti, Stanford
www.bl.uk

7
Adam Crymble

www.bl.uk

8
“Faced with this mountain of print, we have two choices: to
continue subjecting tiny fragments of Victorian culture to close
reading, or to supplement this approach by exploring a much
larger proportion of the archive through „distant reading‟.”

Bob Nicholson, „Counting Culture; or, How to
Read Victorian Newspapers from a Distance‟,
Journal of Victorian Culture 17:2 (2012)
www.bl.uk

9
Newspaper Man photograph courtesy of
Flickr user Ed Stevenson
/ Creative
Commons Licensed

www.bl.uk

10
www.bl.uk

11
“If each paragraph in the infinite archive, all the
trillions of words, is simply a collection of data,
it immediately becomes something that can be

tied to a series of other things – to
any other bit of data. A name, a date, a
selection of words, or a phrase […] defined as a
polygon on the surface of the earth. In other
words, the texts that form the basis for

western history can now be georeferenced and tied directly to a
historical
/
geographical
understanding of spatial distribution,
which can in turn be cross analysed with any
other series of measures of text – textmining
makes text available for embedding within a
geographical frame.”
Tim Hitchcock, „Place and the Politics of the
Past‟ (2012)
www.bl.uk

12
“Literary scholars and historians have in the past been limited in their
analyses of print culture by the constraints of physical archives and human
capacity. A lone scholar cannot read, much less make sense
of, millions of newspaper pages. With the aid of computational
linguistics tools and digitized corpora, however, we are working toward a
large-scale, systemic understanding of how texts were valued and
transmitted during this period”
David A. Smith, Ryan Cordell, and Elizabeth Maddock Dillon, „Infectious
Texts: Modeling Text Reuse in Nineteenth-Century Newspapers‟ (2013)
http://www.ccs.neu.edu/home/dasmith/infect-bighum-2013.pdf

www.bl.uk

13
“Literary scholars and historians have in the past been limited in their
analyses of print culture by the constraints of physical archives and human
capacity. A lone scholar cannot read, much less make sense
of, millions of newspaper pages. With the aid of computational
linguistics tools and digitized corpora, however, we are working toward a
large-scale, systemic understanding of how texts were valued and
transmitted during this period”
David A. Smith, Ryan Cordell, and Elizabeth Maddock Dillon, „Infectious
Texts: Modeling Text Reuse in Nineteenth-Century Newspapers‟ (2013)
http://www.ccs.neu.edu/home/dasmith/infect-bighum-2013.pdf

www.bl.uk

14
“Newspaper digitization has made
good practice easier and „the
availability of a swathe of nineteenthcentury newspaper titles means that
The Times should never again appear
as an isolated authority for historical
events or trends‟ [… But] Now that a
small but representative sample of
provincial newspapers has been
digitized, it is puzzling that so

little scholarship based on them
has been published. This sector of
the press has many unique features
that can enrich our research.”
Andrew Hobbs, „The Deleterious Dominance of
The Times in Nineteenth-Century Scholarship‟,
Journal of Victorian Culture 18:4 (2013)
www.bl.uk

15
• Spatial Humanities (Lancaster)
• Asymmetrical Encounters: E-Humanity Approaches to Reference
Cultures in Europe, 1815–1992 (Utrecht, Trier, UCL)
• Europeana Newspapers
• Welsh Newspapers Online - National Library of Wales
• …and you?

www.bl.uk

16
Task time
For the next few minutes, break into pairs or groups
and consider one or all of the following questions:
– What changes when you turn a news media into data?
• What could you do with digital sources that you couldn‟t do with physical
sources (and vice-versa)?

– What hypothetical analytical tools(s) would improve your
research?
• And what are the barriers to you using them?

– What are the ethical considerations when using digital data?
• Can data offend?
Be prepared to offer a short response!

www.bl.uk

17
Thank you!
@j_w_baker

Follow the Digital Scholarship Blog:
http://britishlibrary.typepad.co.uk/digital-scholarship/
Contact us at: digitalresearch@bl.uk

www.bl.uk

18

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2014 02-21 media-open_day_talk_slides

  • 1. Newspapers as data Dr James Baker Curator, Digital Research @j_w_baker
  • 2. More than resource discovery… “The emergence of the new digital humanities [and social sciences] isn‟t an isolated academic phenomenon. The institutional and disciplinary changes are part of a larger cultural shift, inside and outside the academy, a rapid cycle of emergence and convergence in technology and culture” Steven E Jones, Emergence of the Digital Humanities (2013) www.bl.uk 2
  • 3. Raging torrent of data www.bl.uk 3
  • 4. New Tools • Metadata, tagging, search, discovery… • …mapping, connectivity, embeddness • Google Ngram Viewer – Millions of books, billions of words – Granular trend analysis – New ways in, new contexts – prison *_NOUN… www.bl.uk 4
  • 6. New Understanding • Study of 11M social media posts from China – King, Pan, Roberts (2013) – Chinese government is not censoring speech but is censoring “attempts at collective action, whether for or against the government” – Automated text analysis • NSA, GCHQ, Big Data… – Just because they use big data, should we? – What does/doesn‟t it represent? – Ethics, use of technology www.bl.uk • Quantitative Analysis of Culture Using Millions of Digitized Books – New competition for telling stories about change over time. – Michel, Aiden et al (2010) 6
  • 7. “Reading individual works is as irrelevant as describing the architecture of a building from a single brick, or the layout of a city from a single church” Franco Moretti, Stanford www.bl.uk 7
  • 9. “Faced with this mountain of print, we have two choices: to continue subjecting tiny fragments of Victorian culture to close reading, or to supplement this approach by exploring a much larger proportion of the archive through „distant reading‟.” Bob Nicholson, „Counting Culture; or, How to Read Victorian Newspapers from a Distance‟, Journal of Victorian Culture 17:2 (2012) www.bl.uk 9
  • 10. Newspaper Man photograph courtesy of Flickr user Ed Stevenson / Creative Commons Licensed www.bl.uk 10
  • 12. “If each paragraph in the infinite archive, all the trillions of words, is simply a collection of data, it immediately becomes something that can be tied to a series of other things – to any other bit of data. A name, a date, a selection of words, or a phrase […] defined as a polygon on the surface of the earth. In other words, the texts that form the basis for western history can now be georeferenced and tied directly to a historical / geographical understanding of spatial distribution, which can in turn be cross analysed with any other series of measures of text – textmining makes text available for embedding within a geographical frame.” Tim Hitchcock, „Place and the Politics of the Past‟ (2012) www.bl.uk 12
  • 13. “Literary scholars and historians have in the past been limited in their analyses of print culture by the constraints of physical archives and human capacity. A lone scholar cannot read, much less make sense of, millions of newspaper pages. With the aid of computational linguistics tools and digitized corpora, however, we are working toward a large-scale, systemic understanding of how texts were valued and transmitted during this period” David A. Smith, Ryan Cordell, and Elizabeth Maddock Dillon, „Infectious Texts: Modeling Text Reuse in Nineteenth-Century Newspapers‟ (2013) http://www.ccs.neu.edu/home/dasmith/infect-bighum-2013.pdf www.bl.uk 13
  • 14. “Literary scholars and historians have in the past been limited in their analyses of print culture by the constraints of physical archives and human capacity. A lone scholar cannot read, much less make sense of, millions of newspaper pages. With the aid of computational linguistics tools and digitized corpora, however, we are working toward a large-scale, systemic understanding of how texts were valued and transmitted during this period” David A. Smith, Ryan Cordell, and Elizabeth Maddock Dillon, „Infectious Texts: Modeling Text Reuse in Nineteenth-Century Newspapers‟ (2013) http://www.ccs.neu.edu/home/dasmith/infect-bighum-2013.pdf www.bl.uk 14
  • 15. “Newspaper digitization has made good practice easier and „the availability of a swathe of nineteenthcentury newspaper titles means that The Times should never again appear as an isolated authority for historical events or trends‟ [… But] Now that a small but representative sample of provincial newspapers has been digitized, it is puzzling that so little scholarship based on them has been published. This sector of the press has many unique features that can enrich our research.” Andrew Hobbs, „The Deleterious Dominance of The Times in Nineteenth-Century Scholarship‟, Journal of Victorian Culture 18:4 (2013) www.bl.uk 15
  • 16. • Spatial Humanities (Lancaster) • Asymmetrical Encounters: E-Humanity Approaches to Reference Cultures in Europe, 1815–1992 (Utrecht, Trier, UCL) • Europeana Newspapers • Welsh Newspapers Online - National Library of Wales • …and you? www.bl.uk 16
  • 17. Task time For the next few minutes, break into pairs or groups and consider one or all of the following questions: – What changes when you turn a news media into data? • What could you do with digital sources that you couldn‟t do with physical sources (and vice-versa)? – What hypothetical analytical tools(s) would improve your research? • And what are the barriers to you using them? – What are the ethical considerations when using digital data? • Can data offend? Be prepared to offer a short response! www.bl.uk 17
  • 18. Thank you! @j_w_baker Follow the Digital Scholarship Blog: http://britishlibrary.typepad.co.uk/digital-scholarship/ Contact us at: digitalresearch@bl.uk www.bl.uk 18