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Distant viewing in art history
by K. Bender, independent researcher
An example of a quantitative approach
in art history based on
a digital thematic research collection of
the iconography of Venus
from the Middle Ages to Modern Times
1
"Vortragsreihe zur Digitalen Kunstgeschichte"
Institut für Kunstgeschichte
Ludwig-Maximilians-Universität München
Tuesday 24 June 2014, 7 p.m.
2
https://sites.google.com/site/venusiconography/
with webpages:
*Topical Catalogues
*Data Analysis
*Connectivity Maps
*Aphrodite/Venus Art Exhibitions and other Events
3
http://kbender.blogspot.be/
Iconography in Art History, a Blog to discuss:
1° Thematic Research Collections or Topical Catalogues, their compilation
methodology and their use among art historians.
2° Papers, articles or blogs and websites where the iconography is of
importance.
3° 'ut pictura poesis' (poetry resembles painting and vice-versa) or inter-art
analogies and differences between literature (poetry, theatre, prose) and
visual arts and other 'sister' arts ( music, dance, etc).
With special attention to the iconography of Aphrodite/Venus
4
Synopsis
• 1. A thematic collection and its compilation
• 2. Descriptive statistics
• 3. Regional and temporal frequency
distributions
• 4. Distribution of artworks and artists
• 5. Frequency distributions of topics
• 6. A curious observation: Lotka’s law in art history
• 7. Distant viewing or macro-analysis: conclusion
5
1. A thematic collection
and its compilation: sources
• Museum catalogues and ‘catalogues raisonnés’ of
artists are the common sources in art history
Not appropriate to study the iconography of a specific subject
across artists, periods and regions
• Exhibition catalogues or monographs do not contain
exhaustive subject lists
• Compilation of sales catalogues from the 17th
century onwards, death inventories, myriads of
bibliographical references and the Internet
6
1. A thematic collection
and its compilation: topical catalogues
• Topical catalogues categorize this endless
information into 'topics‘, sub-topics, etc.,
possibly chronologically ordered.
• Few printed topical catalogues exist, they are
not illustrated and not digitized.
7
1. A thematic collection and its
compilation: Topical catalogues
• 'Barockthemen - Ein Auswahl von
Verzeichnissen zur Ikonographie des 17. und
18. Jahrhunderts
by A. Pigler
Akademiai Kiado, Budapest, second edition 1974
8
1. A thematic collection and its
compilation: Topical catalogues
• 'The Oxford Guide to Classical Mythology in
the Arts, 1300-1990s‘
by Jane Davidson Reid
Oxford University Press, NY/Oxford 1993)
9
1. A thematic collection and its
compilation: catalogues on-line
• Bildarchiv Foto Marburg, founded in 1913
• Warburg Photographic Collection,
since 1933 in London
10
1. A thematic collection and its
compilation: catalogues on-line
• Iconclass with a hierarchical structure and alphanumeric
classification codes
• Ten main divisions:
0 Abstract, Non-representational Art
1 Religion and Magic
2 Nature
3 Human Being, Man in General
4 Society, Civilization, Culture
5 Abstract Ideas and Concepts
6 History
7 Bible
8 Literature
9 Classical Mythology and Ancient History 11
1. A thematic collection and its
compilation: catalogues on-line
Warburg Photographic Collection
• Eleven main divisions
1 Antiquities
2 Architecture
3 Gods and Myths
4 History
5 Literature
6 Magic and Science
7 Ornament
8 Portraits
9 Religious Iconography
10 Secular Iconography
11 Social Life
Iconclass
• Ten main divisions
0 Abstract, Non-representational Art
1 Religion and Magic
2 Nature
3 Human Being, Man in General
4 Society, Civilization, Culture
5 Abstract Ideas and Concepts
6 History
7 Bible
8 Literature
9 Classical Mythology and Ancient
History
12
1. A thematic collection
and its compilation:
six Topical Catalogues
with mutually exclusive entries
• Total: 14155 artworks
sculptures, reliefs, paintings, frescoes,
drawings, prints and illustrations
from 5421 identified artists
in 9 European regions
• Volume 1.1 'The Italian Venus'
1840 artworks of 649 identified Italian artists. 156pp. (2007)
• Volume 2.1 'The French Venus‘
2997 artworks of 977 identified French artists. 194 pp. (2009)
• Volume 3.1 'The Venus of the Low Countries'
2636 artworks of 728 identified artists of the Low Countries.
202 pp. (2010)
• Volume 4.1 'The German, Swiss and Central-European
Venus'
3198 artworks of 1506 identified artists of Germany,
Switzerland and Central-Europe. 302 pp. (2012)
• Volume 5.1 'The British and Irish Venus'
2113 artworks of 912 identified artists of Great Britain and
Ireland. 197 pp. (2013)
• Volume 6.1 'The Venus of Eastern, Southern and
Northern European Regions'
1371 artworks of 629 identified artists of the Eastern,
Southern and Northern European Regions. 154 pp.
(2014)
13
An example of VELAZQUEZ’s ‘Rokeby Venus’ and copies or imitations
(from Volume 6.1 'The Venus of Eastern, Southern and Northern European Regions')
14
2. Descriptive statistics
ordering of observations, selection of scales,
presentation in contingency tables and graphical visualization
• number of artists = unknown
• number of artworks of the
selected theme = indefinite >
population
• information about the population
through sampling
• if all artworks have equal chance
to be selected > ‘sampling at
random'
• always limited information
sources > 'convenient sampling‘
• sample representativeness
• sample size
• artworks compiled and described
= observations
• numbers of observations =
frequencies
• ordered in an interval scale (time
scale) and in a nominal scale
(regions and topics)
• table of ordered frequencies =
contingency table with marginal
totals and grand totals of
frequencies
• frequencies divided by their
marginal or grand totals = relative
frequencies (frequency
percentages)
15
2. Regional and temporal frequency distribution
16
2. Regional and temporal
frequency distribution
3D presentation
Cumulative frequency curves
(S-curves)
17
2. Regional and temporal frequency distribution
skewness of the distribution a steady rise of the distribution
18
2. Regional and temporal frequency distribution
Coping with uncertainty of dates of artworks
• *date of creation of an artwork :
often uncertain , active life of the
artist
• *interval of 50 year is
questionable
• *calculation of moving averages
of overlapping intervals of 50
years.
• *= arithmetic average of
frequencies of intervals 1500-49
and 1550-99 > frequency of new
interval 1500-99
• *= average frequency of intervals
1550-99/1600-49 > interval 1550-
1649
• *= till the last interval 1900-99.
19
4. Distribution of artworks and artists
• the demography of artists >
interdisciplinary research
• serious estimates better than no
estimates at all
• 'The Demography of Art in Western
Europe, 1300-1899' (DAWE) by Paul
Taylor (Warburg Institute)
• estimates number of painters and
sculptors active per decade between
1300 and 1899 in ten West-European
countries: Italy, Spain & Portugal,
Austria/Hungary, France, Belgium,
Netherlands, Germany, Switzerland,
British Isles, Scandinavia
20
4. Distribution of artworks and artists
21
The rise and fall of the frequencies of Venus-artworks
in Italy and in the Low Countries
is correlated to the numbers of both Venus-artists and DAWE-artists
4. Distribution of artworks and artists
Both numbers of Venus-artists and
DAWE-artists in France follow the
time-lag of the production of Venus-
artworks, with 'Boucher'-effect in
period 1750-99 (skewed distribution)
Distinct time distribution of Venus-
artworks with continuous rise in
Germany, Switzerland and Central-
Europe, reflected by both numbers
of Venus-artists and DAWE-artists
22
5. Frequency distributions of topics
• categorization of all artworks in 18 main
topics (entries mutually exclusive)
• detailed questions: e. g. how did the
popularity of the myth of Venus with her
classical companions evolve in the five
regions ?
Examples
• ‘ Venus and Adonis ‘ : most popular topic
in the Low Countries, Italy and France,
second popular in Great Britain & Ireland
and third in Germany & neighbours
• 'Judgement of Paris‘ most popular in
Germany & neighbours and in Great
Britain & Ireland , second popular in the
Low Countries and in France
• 'Venus and Mars‘ : popular in the Low
Countries, second popular in Italy and in
Germany and neighbouring countries
• etc
23
6. A curious observation
• average number of
Venus-artworks
created by the artists
= total number of
artworks/ total
number of artists
=between 2,1 and 3,6
or about 2,7 overall
• actual numbers per
artist are quite
different
• Graph Fig.4 from Research Paper 1 (webpage Data Analysis)
24
6. A curious observation:
Lotka’s law
• percentage of artists, who produced
only once in their lifetime a work
depicting Venus, is very high:
always near 60%
• phenomenon is well described by
the so-called
Lotka’s law in bibliometrics
y = C/x a
y: proportional number of artists
C: constant approximately = 0,6
x: number of works
a: exponent approximately = 2
• law of productivity :
success breeds success, i.e. the artist will
continue to depict Venus if his/her
first work was successful
• Graph Fig 11 from Research Paper 5 (webpage Data Analysis)
25
7. Distant viewing or macro-analysis
• Paul Moretti: literature is not a 'sum of
individual cases', but a 'collective system'
• in 'distant reading' the canon disappears
into the larger literary system
• in traditional art history:
focus on works considered as the greatest
masterpieces of art
• lesser artists and their works are often
forgotten
• quantity in the arts cannot be dismissed: it
is part of the historical complexity of art
production
• art historians were aware about the
shifting popularity of the Venus-myth in
different time periods and countries
• 'distant viewing‘ or ‘macro-analysis ‘
offers knowledge and aggregate large
quantitative data
• of interest for advanced analysis and
interdisciplinary research 26
Conclusion
•
Distant viewing is a condition of knowledge
27
Postscriptum
• The female species ‘Aphrodite/Venus’• The female species ‘Aphrodite/Venus’
of the genus ‘Greek-Roman Gods’
in the family of ‘Gods and Myths’ is
very persistent in evolutionary art history
28
Postscriptum
• “The irrational delight in the beauty
of the object is a precondition
for successful observational science”
Konrad Lorenz
quote in TLS June 6, 2014 p.24
• Art history : an observational science
29

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Distant viewing in art history

  • 1. Distant viewing in art history by K. Bender, independent researcher An example of a quantitative approach in art history based on a digital thematic research collection of the iconography of Venus from the Middle Ages to Modern Times 1
  • 2. "Vortragsreihe zur Digitalen Kunstgeschichte" Institut für Kunstgeschichte Ludwig-Maximilians-Universität München Tuesday 24 June 2014, 7 p.m. 2
  • 3. https://sites.google.com/site/venusiconography/ with webpages: *Topical Catalogues *Data Analysis *Connectivity Maps *Aphrodite/Venus Art Exhibitions and other Events 3
  • 4. http://kbender.blogspot.be/ Iconography in Art History, a Blog to discuss: 1° Thematic Research Collections or Topical Catalogues, their compilation methodology and their use among art historians. 2° Papers, articles or blogs and websites where the iconography is of importance. 3° 'ut pictura poesis' (poetry resembles painting and vice-versa) or inter-art analogies and differences between literature (poetry, theatre, prose) and visual arts and other 'sister' arts ( music, dance, etc). With special attention to the iconography of Aphrodite/Venus 4
  • 5. Synopsis • 1. A thematic collection and its compilation • 2. Descriptive statistics • 3. Regional and temporal frequency distributions • 4. Distribution of artworks and artists • 5. Frequency distributions of topics • 6. A curious observation: Lotka’s law in art history • 7. Distant viewing or macro-analysis: conclusion 5
  • 6. 1. A thematic collection and its compilation: sources • Museum catalogues and ‘catalogues raisonnés’ of artists are the common sources in art history Not appropriate to study the iconography of a specific subject across artists, periods and regions • Exhibition catalogues or monographs do not contain exhaustive subject lists • Compilation of sales catalogues from the 17th century onwards, death inventories, myriads of bibliographical references and the Internet 6
  • 7. 1. A thematic collection and its compilation: topical catalogues • Topical catalogues categorize this endless information into 'topics‘, sub-topics, etc., possibly chronologically ordered. • Few printed topical catalogues exist, they are not illustrated and not digitized. 7
  • 8. 1. A thematic collection and its compilation: Topical catalogues • 'Barockthemen - Ein Auswahl von Verzeichnissen zur Ikonographie des 17. und 18. Jahrhunderts by A. Pigler Akademiai Kiado, Budapest, second edition 1974 8
  • 9. 1. A thematic collection and its compilation: Topical catalogues • 'The Oxford Guide to Classical Mythology in the Arts, 1300-1990s‘ by Jane Davidson Reid Oxford University Press, NY/Oxford 1993) 9
  • 10. 1. A thematic collection and its compilation: catalogues on-line • Bildarchiv Foto Marburg, founded in 1913 • Warburg Photographic Collection, since 1933 in London 10
  • 11. 1. A thematic collection and its compilation: catalogues on-line • Iconclass with a hierarchical structure and alphanumeric classification codes • Ten main divisions: 0 Abstract, Non-representational Art 1 Religion and Magic 2 Nature 3 Human Being, Man in General 4 Society, Civilization, Culture 5 Abstract Ideas and Concepts 6 History 7 Bible 8 Literature 9 Classical Mythology and Ancient History 11
  • 12. 1. A thematic collection and its compilation: catalogues on-line Warburg Photographic Collection • Eleven main divisions 1 Antiquities 2 Architecture 3 Gods and Myths 4 History 5 Literature 6 Magic and Science 7 Ornament 8 Portraits 9 Religious Iconography 10 Secular Iconography 11 Social Life Iconclass • Ten main divisions 0 Abstract, Non-representational Art 1 Religion and Magic 2 Nature 3 Human Being, Man in General 4 Society, Civilization, Culture 5 Abstract Ideas and Concepts 6 History 7 Bible 8 Literature 9 Classical Mythology and Ancient History 12
  • 13. 1. A thematic collection and its compilation: six Topical Catalogues with mutually exclusive entries • Total: 14155 artworks sculptures, reliefs, paintings, frescoes, drawings, prints and illustrations from 5421 identified artists in 9 European regions • Volume 1.1 'The Italian Venus' 1840 artworks of 649 identified Italian artists. 156pp. (2007) • Volume 2.1 'The French Venus‘ 2997 artworks of 977 identified French artists. 194 pp. (2009) • Volume 3.1 'The Venus of the Low Countries' 2636 artworks of 728 identified artists of the Low Countries. 202 pp. (2010) • Volume 4.1 'The German, Swiss and Central-European Venus' 3198 artworks of 1506 identified artists of Germany, Switzerland and Central-Europe. 302 pp. (2012) • Volume 5.1 'The British and Irish Venus' 2113 artworks of 912 identified artists of Great Britain and Ireland. 197 pp. (2013) • Volume 6.1 'The Venus of Eastern, Southern and Northern European Regions' 1371 artworks of 629 identified artists of the Eastern, Southern and Northern European Regions. 154 pp. (2014) 13
  • 14. An example of VELAZQUEZ’s ‘Rokeby Venus’ and copies or imitations (from Volume 6.1 'The Venus of Eastern, Southern and Northern European Regions') 14
  • 15. 2. Descriptive statistics ordering of observations, selection of scales, presentation in contingency tables and graphical visualization • number of artists = unknown • number of artworks of the selected theme = indefinite > population • information about the population through sampling • if all artworks have equal chance to be selected > ‘sampling at random' • always limited information sources > 'convenient sampling‘ • sample representativeness • sample size • artworks compiled and described = observations • numbers of observations = frequencies • ordered in an interval scale (time scale) and in a nominal scale (regions and topics) • table of ordered frequencies = contingency table with marginal totals and grand totals of frequencies • frequencies divided by their marginal or grand totals = relative frequencies (frequency percentages) 15
  • 16. 2. Regional and temporal frequency distribution 16
  • 17. 2. Regional and temporal frequency distribution 3D presentation Cumulative frequency curves (S-curves) 17
  • 18. 2. Regional and temporal frequency distribution skewness of the distribution a steady rise of the distribution 18
  • 19. 2. Regional and temporal frequency distribution Coping with uncertainty of dates of artworks • *date of creation of an artwork : often uncertain , active life of the artist • *interval of 50 year is questionable • *calculation of moving averages of overlapping intervals of 50 years. • *= arithmetic average of frequencies of intervals 1500-49 and 1550-99 > frequency of new interval 1500-99 • *= average frequency of intervals 1550-99/1600-49 > interval 1550- 1649 • *= till the last interval 1900-99. 19
  • 20. 4. Distribution of artworks and artists • the demography of artists > interdisciplinary research • serious estimates better than no estimates at all • 'The Demography of Art in Western Europe, 1300-1899' (DAWE) by Paul Taylor (Warburg Institute) • estimates number of painters and sculptors active per decade between 1300 and 1899 in ten West-European countries: Italy, Spain & Portugal, Austria/Hungary, France, Belgium, Netherlands, Germany, Switzerland, British Isles, Scandinavia 20
  • 21. 4. Distribution of artworks and artists 21 The rise and fall of the frequencies of Venus-artworks in Italy and in the Low Countries is correlated to the numbers of both Venus-artists and DAWE-artists
  • 22. 4. Distribution of artworks and artists Both numbers of Venus-artists and DAWE-artists in France follow the time-lag of the production of Venus- artworks, with 'Boucher'-effect in period 1750-99 (skewed distribution) Distinct time distribution of Venus- artworks with continuous rise in Germany, Switzerland and Central- Europe, reflected by both numbers of Venus-artists and DAWE-artists 22
  • 23. 5. Frequency distributions of topics • categorization of all artworks in 18 main topics (entries mutually exclusive) • detailed questions: e. g. how did the popularity of the myth of Venus with her classical companions evolve in the five regions ? Examples • ‘ Venus and Adonis ‘ : most popular topic in the Low Countries, Italy and France, second popular in Great Britain & Ireland and third in Germany & neighbours • 'Judgement of Paris‘ most popular in Germany & neighbours and in Great Britain & Ireland , second popular in the Low Countries and in France • 'Venus and Mars‘ : popular in the Low Countries, second popular in Italy and in Germany and neighbouring countries • etc 23
  • 24. 6. A curious observation • average number of Venus-artworks created by the artists = total number of artworks/ total number of artists =between 2,1 and 3,6 or about 2,7 overall • actual numbers per artist are quite different • Graph Fig.4 from Research Paper 1 (webpage Data Analysis) 24
  • 25. 6. A curious observation: Lotka’s law • percentage of artists, who produced only once in their lifetime a work depicting Venus, is very high: always near 60% • phenomenon is well described by the so-called Lotka’s law in bibliometrics y = C/x a y: proportional number of artists C: constant approximately = 0,6 x: number of works a: exponent approximately = 2 • law of productivity : success breeds success, i.e. the artist will continue to depict Venus if his/her first work was successful • Graph Fig 11 from Research Paper 5 (webpage Data Analysis) 25
  • 26. 7. Distant viewing or macro-analysis • Paul Moretti: literature is not a 'sum of individual cases', but a 'collective system' • in 'distant reading' the canon disappears into the larger literary system • in traditional art history: focus on works considered as the greatest masterpieces of art • lesser artists and their works are often forgotten • quantity in the arts cannot be dismissed: it is part of the historical complexity of art production • art historians were aware about the shifting popularity of the Venus-myth in different time periods and countries • 'distant viewing‘ or ‘macro-analysis ‘ offers knowledge and aggregate large quantitative data • of interest for advanced analysis and interdisciplinary research 26
  • 27. Conclusion • Distant viewing is a condition of knowledge 27
  • 28. Postscriptum • The female species ‘Aphrodite/Venus’• The female species ‘Aphrodite/Venus’ of the genus ‘Greek-Roman Gods’ in the family of ‘Gods and Myths’ is very persistent in evolutionary art history 28
  • 29. Postscriptum • “The irrational delight in the beauty of the object is a precondition for successful observational science” Konrad Lorenz quote in TLS June 6, 2014 p.24 • Art history : an observational science 29