Dan Cohen (6 March 2012)

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The document discusses analyzing over 1 million Victorian era books to find patterns and insights. It describes searching the text for topics related to religion, marriages, and other subjects. Examples are given of comparing the frequency of words like "God" and topics mentioned by authors of different years. Bigrams related to marriage are also analyzed over time. The purpose is to gain understanding of Victorian society and culture by studying the language and themes in a huge collection of texts from the period.

Technology Education

FINDING MEANING IN A
MILLION VICTORIAN BOOKS

DAN COHEN
6 MARCH 2012
WEB: DANCOHEN.ORG
INSTITUTE OF HISTORICAL
RESEARCH, LONDON TWITTER: @DANCOHEN

inbound links
outbound links
words in the URL
title of the web page
top-level domain (e.g., .edu)
age of second-level domain (e.g., dancohen.org)
date page was created
date page was last updated
how frequently a page is updated
related pages on the same domain
keywords in meta tags
font size of keywords (h1, h2, etc.)
...

title sales
author birth year of author
contributor death year of author
publication year ﬁction type
text full title
language height
material form LC subject heading
bibliographic level other subject headings
page count place of publication
publisher product form
library holdings publication country

Age of authors mentioning religious topics

Birth year of authors using the word "God"

Interesting bigrams with “marriage” as the second word
with frequencies that change signiﬁcantly over the 19th c.

clandestine
forbidden
foreign
fruitless
good
happy
hasty
irregular
loveless
mixed

1790s

sinful to harbour evil thoughts

sinful to the obedience of God

sinful to attend the playhouse

sinful to do it from any other motive but conviction

1890s

sinful to be superstitiously credulous

sinful to drink intoxicating liquors

sinful to allow your grief to hurt you

sinful to treat beasts with cruelty

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Dan Cohen (6 March 2012)

1. FINDING MEANING IN A MILLION VICTORIAN BOOKS DAN COHEN 6 MARCH 2012 WEB: DANCOHEN.ORG INSTITUTE OF HISTORICAL RESEARCH, LONDON TWITTER: @DANCOHEN

3. inbound links outbound links words in the URL title of the web page top-level domain (e.g., .edu) age of second-level domain (e.g., dancohen.org) date page was created date page was last updated how frequently a page is updated related pages on the same domain keywords in meta tags font size of keywords (h1, h2, etc.) ...

8. 1,681,161 MILLION BOOKS

9. title sales author birth year of author contributor death year of author publication year ﬁction type text full title language height material form LC subject heading bibliographic level other subject headings page count place of publication publisher product form library holdings publication country

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16. THE VICTORIAN CRISIS OF FAITH

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34. COMPARISONS USING BOOKWORM

35. Age of authors mentioning religious topics

36. Birth year of authors using the word "God"

37. The disciplinary split on “biblical”

38. The disciplinary split on “biblical”

39. Use of “happiness,” USA vs UK

40. BEYOND THE UNIGRAM

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42. “_________ marriage”

43. Interesting bigrams with “marriage” as the second word with frequencies that change signiﬁcantly over the 19th c. clandestine forbidden foreign fruitless good happy hasty irregular loveless mixed

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46. 1790s sinful to harbour evil thoughts sinful to the obedience of God sinful to attend the playhouse sinful to do it from any other motive but conviction

47. 1890s sinful to be superstitiously credulous sinful to drink intoxicating liquors sinful to allow your grief to hurt you sinful to treat beasts with cruelty

48. LOOKING AHEAD

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57. FINDING MEANING IN A MILLION VICTORIAN BOOKS DAN COHEN 6 MARCH 2012 WEB: DANCOHEN.ORG INSTITUTE OF HISTORICAL RESEARCH, LONDON TWITTER: @DANCOHEN

Dan Cohen (6 March 2012)

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