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The History and Future of Data Visualization:
Archival Silence, Digital Humanities, and James Hemings




                                                        University of Alabama
                                                   Digital Scholarship Center
                                                         November 7th, 2012

                                                         Lauren Klein, Ph.D.
                                              Georgia Institute of Technology
                                               lauren.klein@lmc.gatech.edu
“You mentioned to me in conversation here that you
                 sometimes saw my former servant James, & that he
                 made his engagements such as to keep himself
                 always free to come to me. Could I get the favor of
                 you to send for him & tell him I shall be glad to
                 receive him as soon as he can come to me?”




Thomas Jefferson, “Letter to William Evans.” February 22, 1801.
“You mentioned to me in conversation here that you
                 sometimes saw my former servant James, & that he
                 made his engagements such as to keep himself
                 always free to come to me. Could I get the favor of
                 you to send for him & tell him I shall be glad to
                 receive him as soon as he can come to me?…

                 The truth is that I am so much embarrassed in
                 composing a good houshold [sic] for myself, as in
                 providing a good administration for my country.”




Thomas Jefferson, “Letter to William Evans.” February 22, 1801.
Copy press, ca. 1786. More information at:
http://www.monticello.org/site/house-and-gardens/copying-press
The Papers of Thomas Jefferson Digital Edition
“Silences enter the process of historical production
                 at four crucial moments: the moment of fact
                 creation (the making of sources); the moment of
                 fact assembly (the making of archives); the moment
                 of fact retrieval (the making of narratives); and the
                 moment of retrospective significance (the making of
                 history) in the final instance.”




Michel-RolpheTrouillot, Silencing the Past: Power and the Production of
History (Boston: Beacon Press, 1995): 24.
“You mentioned to me in conversation here that you
                 sometimes saw my former servant James, & that he
                 made his engagements such as to keep himself
                 always free to come to me. Could I get the favor of
                 you to send for him & tell him I shall be glad to
                 receive him as soon as he can come to me?.”




Thomas Jefferson, “Letter to William Evans.” February 22, 1801.
Screencap of a name search for James Hemings in The Papers of Thomas
Jefferson Digital Edition.
Thomas Jefferson, “Letter to William Evans.” February 22, 1801.
The Papers of Thomas Jefferson Digital Edition.
Thomas Jefferson, “Letter to William Evans.” February 22, 1801.
The Papers of Thomas Jefferson Digital Edition.
Keyword search for “James Hemings,” The Papers of Thomas Jefferson Digital
Edition.
Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition.
Jefferson and
          his family




Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition.
Jefferson and       Political
          his family    correspondents




Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition.
Jefferson and       Political    Virginia
          his family    correspondents   friends




Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition.
Jefferson and       Political    Virginia    International
          his family    correspondents   friends    correspondents




Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition.
Jefferson and       Political    Virginia    International      Enslaved
          his family    correspondents   friends    correspondents   plantation staff




Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition
Jefferson and       Political    Virginia    International      Enslaved           Free
          his family    correspondents   friends    correspondents   plantation staff   plantation
                                                                                           staff



Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition.
Jefferson and       Political    Virginia    International      Enslaved           Free Unknown
          his family    correspondents   friends    correspondents   plantation staff   plantation
                                                                                           staff



Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition.
Arc diagram of correspondents in letters concerning James Hemings and his family,
as noted in The Papers of Thomas Jefferson Digital Edition
Francis Say, “Letter to Thomas Jefferson.” February 23, 1801.
The Papers of Thomas Jefferson Digital Edition.
William Evans, “Letter to Thomas Jefferson.” February 27, 1801.
The Papers of Thomas Jefferson Digital Edition.
William Evans, “Letter to Thomas Jefferson.” November 5, 1801.
The Papers of Thomas Jefferson Digital Edition.
Arc diagram of people mentioned in letters concerning James Hemings and his
family, as mined from The Papers of Thomas Jefferson Digital Edition.
Chord diagram of people mentioned in letters concerning James Hemings and his
family, as mined from The Papers of Thomas Jefferson Digital Edition.
William Playfair   Johann Heinrich Lambert
                 1759-1823               1728-1777




Image credit: Wikipedia
Image credit: Edward Tufte, The Visual Display of Quantitative Information
“Information, that is imperfectly acquired, is generally as
            imperfectly retained; and a man who has carefully investigated
            a printed table finds, when done, that he has only a very faint
            and partial idea of what he has read; and that like a figure
            imprinted on sand, is soon totally erased and defaced.

            “The amount of mercantile transactions in money, and of profit
            or loss, are capable of being as easily represented in drawing,
            as any part of space, or as the face of a country; though, till
            now, it has not been attempted. Upon that principle these
            Charts were made; and, while they give a simple and distinct
            idea, they are as near perfect accuracy as is any way useful.

            “On inspecting any one of these Charts attentively, a
            sufficiently distinct impression will be made, to remain
            unimpaired for a considerable time, and the idea which does
            remain will be simple and complete, at once including the
            duration and the amount.”


William Playfair, The Commercial and Political Atlas, 3rd edition. New York:
Cambridge UP, 2005 [1801]: 11-2.
Image credit: Edward Tufte, The Visual Display of Quantitative Information
Image credit: Edward Tufte, The Visual Display of Quantitative Information
“A Comparative View of the Quadrupeds of Europe and of America.” Notes on the
State of Virginia, 1781-5. Image courtesy of the Massachusetts Historical Society.
“Vegetables.” Notes on the State of Virginia, 1781-5. Image courtesy of the
Massachusetts Historical Society.
“Birds of Virginia.” Notes on the State of Virginia, 1781-5. Image courtesy of the
Massachusetts Historical Society.
A page of Thomas Jefferson’s Farm Book, ca. 1774. Image courtesy of the
Massachusetts Historical Society.
The History and Future of Data Visualization:
Archival Silence, Digital Humanities, and James Hemings




                                                        University of Alabama
                                                   Digital Scholarship Center
                                                         November 7th, 2012

                                                         Lauren Klein, Ph.D.
                                              Georgia Institute of Technology
                                               lauren.klein@lmc.gatech.edu

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Archival Silence, Digital Humanities, and James Hemings

  • 1. The History and Future of Data Visualization: Archival Silence, Digital Humanities, and James Hemings University of Alabama Digital Scholarship Center November 7th, 2012 Lauren Klein, Ph.D. Georgia Institute of Technology lauren.klein@lmc.gatech.edu
  • 2. “You mentioned to me in conversation here that you sometimes saw my former servant James, & that he made his engagements such as to keep himself always free to come to me. Could I get the favor of you to send for him & tell him I shall be glad to receive him as soon as he can come to me?” Thomas Jefferson, “Letter to William Evans.” February 22, 1801.
  • 3. “You mentioned to me in conversation here that you sometimes saw my former servant James, & that he made his engagements such as to keep himself always free to come to me. Could I get the favor of you to send for him & tell him I shall be glad to receive him as soon as he can come to me?… The truth is that I am so much embarrassed in composing a good houshold [sic] for myself, as in providing a good administration for my country.” Thomas Jefferson, “Letter to William Evans.” February 22, 1801.
  • 4. Copy press, ca. 1786. More information at: http://www.monticello.org/site/house-and-gardens/copying-press
  • 5. The Papers of Thomas Jefferson Digital Edition
  • 6. “Silences enter the process of historical production at four crucial moments: the moment of fact creation (the making of sources); the moment of fact assembly (the making of archives); the moment of fact retrieval (the making of narratives); and the moment of retrospective significance (the making of history) in the final instance.” Michel-RolpheTrouillot, Silencing the Past: Power and the Production of History (Boston: Beacon Press, 1995): 24.
  • 7. “You mentioned to me in conversation here that you sometimes saw my former servant James, & that he made his engagements such as to keep himself always free to come to me. Could I get the favor of you to send for him & tell him I shall be glad to receive him as soon as he can come to me?.” Thomas Jefferson, “Letter to William Evans.” February 22, 1801.
  • 8. Screencap of a name search for James Hemings in The Papers of Thomas Jefferson Digital Edition.
  • 9. Thomas Jefferson, “Letter to William Evans.” February 22, 1801. The Papers of Thomas Jefferson Digital Edition.
  • 10. Thomas Jefferson, “Letter to William Evans.” February 22, 1801. The Papers of Thomas Jefferson Digital Edition.
  • 11. Keyword search for “James Hemings,” The Papers of Thomas Jefferson Digital Edition.
  • 12. Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition.
  • 13. Jefferson and his family Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition.
  • 14. Jefferson and Political his family correspondents Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition.
  • 15. Jefferson and Political Virginia his family correspondents friends Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition.
  • 16. Jefferson and Political Virginia International his family correspondents friends correspondents Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition.
  • 17. Jefferson and Political Virginia International Enslaved his family correspondents friends correspondents plantation staff Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition
  • 18. Jefferson and Political Virginia International Enslaved Free his family correspondents friends correspondents plantation staff plantation staff Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition.
  • 19. Jefferson and Political Virginia International Enslaved Free Unknown his family correspondents friends correspondents plantation staff plantation staff Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition.
  • 20. Arc diagram of correspondents in letters concerning James Hemings and his family, as noted in The Papers of Thomas Jefferson Digital Edition
  • 21. Francis Say, “Letter to Thomas Jefferson.” February 23, 1801. The Papers of Thomas Jefferson Digital Edition.
  • 22. William Evans, “Letter to Thomas Jefferson.” February 27, 1801. The Papers of Thomas Jefferson Digital Edition.
  • 23. William Evans, “Letter to Thomas Jefferson.” November 5, 1801. The Papers of Thomas Jefferson Digital Edition.
  • 24. Arc diagram of people mentioned in letters concerning James Hemings and his family, as mined from The Papers of Thomas Jefferson Digital Edition.
  • 25. Chord diagram of people mentioned in letters concerning James Hemings and his family, as mined from The Papers of Thomas Jefferson Digital Edition.
  • 26. William Playfair Johann Heinrich Lambert 1759-1823 1728-1777 Image credit: Wikipedia
  • 27. Image credit: Edward Tufte, The Visual Display of Quantitative Information
  • 28. “Information, that is imperfectly acquired, is generally as imperfectly retained; and a man who has carefully investigated a printed table finds, when done, that he has only a very faint and partial idea of what he has read; and that like a figure imprinted on sand, is soon totally erased and defaced. “The amount of mercantile transactions in money, and of profit or loss, are capable of being as easily represented in drawing, as any part of space, or as the face of a country; though, till now, it has not been attempted. Upon that principle these Charts were made; and, while they give a simple and distinct idea, they are as near perfect accuracy as is any way useful. “On inspecting any one of these Charts attentively, a sufficiently distinct impression will be made, to remain unimpaired for a considerable time, and the idea which does remain will be simple and complete, at once including the duration and the amount.” William Playfair, The Commercial and Political Atlas, 3rd edition. New York: Cambridge UP, 2005 [1801]: 11-2.
  • 29. Image credit: Edward Tufte, The Visual Display of Quantitative Information
  • 30. Image credit: Edward Tufte, The Visual Display of Quantitative Information
  • 31. “A Comparative View of the Quadrupeds of Europe and of America.” Notes on the State of Virginia, 1781-5. Image courtesy of the Massachusetts Historical Society.
  • 32. “Vegetables.” Notes on the State of Virginia, 1781-5. Image courtesy of the Massachusetts Historical Society.
  • 33. “Birds of Virginia.” Notes on the State of Virginia, 1781-5. Image courtesy of the Massachusetts Historical Society.
  • 34. A page of Thomas Jefferson’s Farm Book, ca. 1774. Image courtesy of the Massachusetts Historical Society.
  • 35. The History and Future of Data Visualization: Archival Silence, Digital Humanities, and James Hemings University of Alabama Digital Scholarship Center November 7th, 2012 Lauren Klein, Ph.D. Georgia Institute of Technology lauren.klein@lmc.gatech.edu