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Early Modern Digital Agendas Network

Network Visualization of

Early Modern Digital Agendas

Three NEH-funded Institutes for Advanced Topics in the Digital Humanities

Held at the Folger Institute

2013-2017

Notes:

  • Scroll to zoom, click and drag to pan
  • All nodes are sized by (bipartite) degree on a log scale
  • Blue nodes are people
  • Red nodes are EMDAs
  • Yellow nodes are institutions
  • Green nodes are projects, organizations, or other groups
  • Use the dropdown to see projected graphs of just people or just organizations
{
"links":[
{
"source":"Genelle Gertz",
"target":"Washington and Lee University",
"type":"affiliation"
},
{
"source":"Genelle Gertz",
"target":"EMDA3",
"type":"participant"
},
{
"source":"Yann Ryan",
"target":"EMDA3",
"type":"participant"
},
{
"source":"Yann Ryan",
"target":"Queen Mary University of London",
"type":"affiliation"
},
{
"source":"Boston University",
"target":"Erica Zimmer",
"type":"affiliation"
},
{
"source":"Emory University",
"target":"Erika Farr",
"type":"affiliation"
},
{
"source":"University of Alabama",
"target":"David Ainsworth",
"type":"affiliation"
},
{
"source":"Dan Shore",
"target":"Georgetown University",
"type":"affiliation"
},
{
"source":"Dan Shore",
"target":"EMDA1",
"type":"participant"
},
{
"source":"Dan Shore",
"target":"Six Degrees of Francis Bacon",
"type":"project"
},
{
"source":"Dan Shore",
"target":"EMDA3",
"type":"faculty"
},
{
"source":"Tony McEnery",
"target":"Lancaster University",
"type":"affiliation"
},
{
"source":"Tony McEnery",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Shakesosphere",
"target":"Blaine Greteman",
"type":"project"
},
{
"source":"Bath Spa University",
"target":"Ian Gadd",
"type":"affiliation"
},
{
"source":"University of Virginia",
"target":"Brad Pasanek",
"type":"affiliation"
},
{
"source":"Carnegie Mellon University",
"target":"Christopher Warren",
"type":"affiliation"
},
{
"source":"Carnegie Mellon University",
"target":"Jessica Otis",
"type":"affiliation"
},
{
"source":"Carnegie Mellon University",
"target":"(Michael) Pierce Williams",
"type":"affiliation"
},
{
"source":"Carnegie Mellon University",
"target":"Scott Weingart",
"type":"affiliation"
},
{
"source":"Syracuse University",
"target":"J. Patrick Williams",
"type":"affiliation"
},
{
"source":"Elyse Martin",
"target":"Folger Shakespeare Library",
"type":"affiliation"
},
{
"source":"Elyse Martin",
"target":"EMDA1",
"type":"programsupport"
},
{
"source":"Elyse Martin",
"target":"EMDA3",
"type":"programsupport"
},
{
"source":"Elyse Martin",
"target":"EMDA2",
"type":"programsupport"
},
{
"source":"Mike Gleicher",
"target":"University of Wisconsin-Madison",
"type":"affiliation"
},
{
"source":"Mike Gleicher",
"target":"Visualizing English Print",
"type":"project"
},
{
"source":"Mike Gleicher",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Erika Farr",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Texas A&M University",
"target":"Jacob Heil",
"type":"affiliation"
},
{
"source":"Texas A&M University",
"target":"Matt Christy",
"type":"affiliation"
},
{
"source":"Texas A&M University",
"target":"Laura Mandell",
"type":"affiliation"
},
{
"source":"Joseph Loewenstein",
"target":"Washington University in St. Louis",
"type":"affiliation"
},
{
"source":"Joseph Loewenstein",
"target":"Humanities Digital Workshop",
"type":"project"
},
{
"source":"Joseph Loewenstein",
"target":"EMDA1",
"type":"participant"
},
{
"source":"Vanderbilt University",
"target":"Don Rodrigues",
"type":"affiliation"
},
{
"source":"Visualizing English Print",
"target":"Heather Froehlich",
"type":"project"
},
{
"source":"Visualizing English Print",
"target":"Jonathan Hope",
"type":"project"
},
{
"source":"Visualizing English Print",
"target":"Deidre Stuffer",
"type":"project"
},
{
"source":"Visualizing English Print",
"target":"Mattie Burket",
"type":"project"
},
{
"source":"Jillian Linster",
"target":"University of Iowa",
"type":"affiliation"
},
{
"source":"Jillian Linster",
"target":"EMDA3",
"type":"participant"
},
{
"source":"Open Source Shakespeare",
"target":"Eric Johnson",
"type":"project"
},
{
"source":"Caitlin Rizzo",
"target":"University of Maryland, College Park",
"type":"affiliation"
},
{
"source":"Caitlin Rizzo",
"target":"EMDA3",
"type":"techsupport"
},
{
"source":"Hillary Nunn",
"target":"Early Modern Recipe Online Collective",
"type":"project"
},
{
"source":"Hillary Nunn",
"target":"University of Akron",
"type":"affiliation"
},
{
"source":"Hillary Nunn",
"target":"EMDA2",
"type":"participant"
},
{
"source":"Ingeborg van Vugt",
"target":"Scuola Normale Superiore di Pisa - University of Amsterdam",
"type":"affiliation"
},
{
"source":"Ingeborg van Vugt",
"target":"EMDA3",
"type":"participant"
},
{
"source":"Studio NAND, Berlin",
"target":"Stephan Thiel",
"type":"affiliation"
},
{
"source":"Jacob Tootalian",
"target":"University of Wisconsin-Madison",
"type":"affiliation"
},
{
"source":"Jacob Tootalian",
"target":"Digital Cavendish Project",
"type":"project"
},
{
"source":"Jacob Tootalian",
"target":"EMDA2",
"type":"participant"
},
{
"source":"David Hoover",
"target":"New York University",
"type":"affiliation"
},
{
"source":"David Hoover",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"University of Victoria, BC",
"target":"Kim McLean-Fiander",
"type":"affiliation"
},
{
"source":"University of Victoria, BC",
"target":"Daniel Powell",
"type":"affiliation"
},
{
"source":"Matt Christy",
"target":"Initiative for Digital Humanities, Media, and Culture",
"type":"project"
},
{
"source":"Matt Christy",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Melissa Schultheis",
"target":"Rutgers University",
"type":"affiliation"
},
{
"source":"Melissa Schultheis",
"target":"EMDA3",
"type":"participant"
},
{
"source":"Don Rodrigues",
"target":"EMDA2",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Mattie Burket",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Eric Johnson",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Blaine Greteman",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"John Ladd",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Thea Lindquist",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Maximilian Schich",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Anupam Basu",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Ruth Ahnert",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Michael Gavin",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Tara Wood",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Scott Weingart",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Catherine Medici-Thiemann",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Owen Williams",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Marie-Louise Coolahan",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Christopher Warren",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"(Michael) Pierce Williams",
"type":"techsupport"
},
{
"source":"EMDA3",
"target":"Matthew Symonds",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Sebastian Ahnert",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Rachel Midura",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Ellen MacKay",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Isabel Meirelles",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Marie Alice Belle",
"type":"participant"
},
{
"source":"EMDA3",
"target":"Jessica Otis",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Silke Vanbeselaere",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Nicole Coleman",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Laura Mandell",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Jonathan Hope",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Howard Hotson",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Gabrielle Linnell",
"type":"faculty"
},
{
"source":"EMDA3",
"target":"Rebecca Emmett",
"type":"participant"
},
{
"source":"EMDA3",
"target":"David Baker",
"type":"participant"
},
{
"source":"Historical Thesaurus of the Oxford English Dictionary",
"target":"Marc Alexander",
"type":"project"
},
{
"source":"Ohio State University",
"target":"Alan Farmer",
"type":"affiliation"
},
{
"source":"Mark Alexander",
"target":"University of Wisconsin-Madison",
"type":"affiliation"
},
{
"source":"Mark Alexander",
"target":"EMDA2",
"type":"techsupport"
},
{
"source":"Stephan Thiel",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Michael Witmore",
"target":"Folger Shakespeare Library",
"type":"affiliation"
},
{
"source":"Michael Witmore",
"target":"EMDA1",
"type":"faculty"
},
{
"source":"Andrew Keener",
"target":"Northwestern University",
"type":"affiliation"
},
{
"source":"Andrew Keener",
"target":"EMDA2",
"type":"participant"
},
{
"source":"Marie Alice Belle",
"target":"Universit\u00e9 de Montr\u00e9al",
"type":"affiliation"
},
{
"source":"Shakespeare His Contemporaries",
"target":"Martin Mueller",
"type":"project"
},
{
"source":"Jessica Otis",
"target":"Six Degrees of Francis Bacon",
"type":"project"
},
{
"source":"Erica Zimmer",
"target":"EMDA1",
"type":"participant"
},
{
"source":"Erica Zimmer",
"target":"EMDA2",
"type":"participant"
},
{
"source":"MACMORRIS",
"target":"David Baker",
"type":"project"
},
{
"source":"Mattie Burket",
"target":"Utah State University",
"type":"affiliation"
},
{
"source":"Heather Froehlich",
"target":"EMDA1",
"type":"techsupport"
},
{
"source":"Heather Froehlich",
"target":"University of Strathclyde",
"type":"affiliation"
},
{
"source":"Neil Fraistat",
"target":"EMDA1",
"type":"faculty"
},
{
"source":"Neil Fraistat",
"target":"MITH",
"type":"project"
},
{
"source":"Neil Fraistat",
"target":"University of Maryland, College Park",
"type":"affiliation"
},
{
"source":"De Montfort University",
"target":"Gabriel Egan",
"type":"affiliation"
},
{
"source":"John Ladd",
"target":"Six Degrees of Francis Bacon",
"type":"project"
},
{
"source":"John Ladd",
"target":"Washington University in St. Louis",
"type":"affiliation"
},
{
"source":"John Ladd",
"target":"Humanities Digital Workshop",
"type":"project"
},
{
"source":"Six Degrees of Francis Bacon",
"target":"Christopher Warren",
"type":"project"
},
{
"source":"Six Degrees of Francis Bacon",
"target":"Scott Weingart",
"type":"project"
},
{
"source":"University of Cambridge",
"target":"Sebastian Ahnert",
"type":"affiliation"
},
{
"source":"Douglas Duhaime",
"target":"EMDA1",
"type":"participant"
},
{
"source":"Douglas Duhaime",
"target":"University of Notre Dame",
"type":"affiliation"
},
{
"source":"Cultures of Knowledge: Networking the Republic of Letters, 1550-1750",
"target":"Howard Hotson",
"type":"project"
},
{
"source":"Tara Wood",
"target":"Ball State University",
"type":"affiliation"
},
{
"source":"Lynne Magnusson",
"target":"EMDA1",
"type":"participant"
},
{
"source":"Lynne Magnusson",
"target":"University of Toronto",
"type":"affiliation"
},
{
"source":"Jacob Heil",
"target":"Initiative for Digital Humanities, Media, and Culture",
"type":"project"
},
{
"source":"Jacob Heil",
"target":"EMDA1",
"type":"participant"
},
{
"source":"WordHoard",
"target":"Martin Mueller",
"type":"project"
},
{
"source":"Julie Dreyfuss",
"target":"EMDA1",
"type":"programsupport"
},
{
"source":"Julie Dreyfuss",
"target":"The George Washington University",
"type":"affiliation"
},
{
"source":"Maximilian Schich",
"target":"University of Texas at Dallas",
"type":"affiliation"
},
{
"source":"Christopher Warren",
"target":"EMDA1",
"type":"participant"
},
{
"source":"MITH",
"target":"Jennifer Guiliano",
"type":"project"
},
{
"source":"MITH",
"target":"Trevor Mu\u00f1oz",
"type":"project"
},
{
"source":"University of Western Australia",
"target":"Brett Hirsch",
"type":"affiliation"
},
{
"source":"Washington University in St. Louis",
"target":"Anupam Basu",
"type":"affiliation"
},
{
"source":"Palladio",
"target":"Nicole Coleman",
"type":"project"
},
{
"source":"Rebecca Niles",
"target":"Folger Shakespeare Library",
"type":"affiliation"
},
{
"source":"Rebecca Niles",
"target":"EMDA1",
"type":"faculty"
},
{
"source":"Rebecca Niles",
"target":"Folger Digital Texts",
"type":"project"
},
{
"source":"Paul Dingman",
"target":"Folger Shakespeare Library",
"type":"affiliation"
},
{
"source":"Paul Dingman",
"target":"Early Modern Manuscripts Online",
"type":"project"
},
{
"source":"Paul Dingman",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"University of Wisconsin-Madison",
"target":"Deidre Stuffer",
"type":"affiliation"
},
{
"source":"Thea Lindquist",
"target":"University of Colorado, Boulder",
"type":"affiliation"
},
{
"source":"Andrew Prescott",
"target":"Glasgow University",
"type":"affiliation"
},
{
"source":"Andrew Prescott",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"University of Illinois",
"target":"Ted Underwood",
"type":"affiliation"
},
{
"source":"Laura Mandell",
"target":"Initiative for Digital Humanities, Media, and Culture",
"type":"project"
},
{
"source":"Laura Mandell",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Strathclyde University",
"target":"Jonathan Hope",
"type":"affiliation"
},
{
"source":"J. Patrick Williams",
"target":"EMDA1",
"type":"participant"
},
{
"source":"University of Iowa",
"target":"Blaine Greteman",
"type":"affiliation"
},
{
"source":"University of North Carolina",
"target":"David Baker",
"type":"affiliation"
},
{
"source":"Google, Dublin",
"target":"Silke Vanbeselaere",
"type":"affiliation"
},
{
"source":"Deborah Leslie",
"target":"Folger Shakespeare Library",
"type":"affiliation"
},
{
"source":"Deborah Leslie",
"target":"EMDA1",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Nicholas Hoffman",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Goran Proot",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Brett Hirsch",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Jacob Halford",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Jennifer Guiliano",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Mark Davies",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Kim McLean-Fiander",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Heather Wolfe",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Julia Flanders",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Mike Poston",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Katherine Rowe",
"type":"faculty "
},
{
"source":"EMDA1",
"target":"Wendy Hui Kyong Chun",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Owen Williams",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Jonathan Sawday",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"David Ainsworth",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Jacqueline Wernimont",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Marc Alexander",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Ian Gadd",
"type":"faculty "
},
{
"source":"EMDA1",
"target":"Jonathan Hope",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Ellen MacKay",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Gabriel Egan",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Jonathan Lamb",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Alan Galey",
"type":"faculty "
},
{
"source":"EMDA1",
"target":"Scott Trudell",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Daniel Powell",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Martin Mueller",
"type":"faculty"
},
{
"source":"EMDA1",
"target":"Matthew Harrison",
"type":"participant"
},
{
"source":"EMDA1",
"target":"Robin C. Davis",
"type":"participant"
},
{
"source":"Mark Davies",
"target":"Brigham Young University",
"type":"affiliation"
},
{
"source":"Indiana University",
"target":"Whitney Sperrazza",
"type":"affiliation"
},
{
"source":"Indiana University",
"target":"Ellen MacKay",
"type":"affiliation"
},
{
"source":"Brett Hirsch",
"target":"Digital Renaissance Editions",
"type":"project"
},
{
"source":"Eric Johnson",
"target":"Folger Shakespeare Library",
"type":"affiliation"
},
{
"source":"Eric Johnson",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Folger Digital Texts",
"target":"Mike Poston",
"type":"project"
},
{
"source":"Jacqueline Wernimont",
"target":"Scripps College",
"type":"affiliation"
},
{
"source":"Jacqueline Wernimont",
"target":"Women Writers Project",
"type":"project"
},
{
"source":"Humanities Digital Workshop",
"target":"Anupam Basu",
"type":"project"
},
{
"source":"Rebecca Welzenbach",
"target":"EEBO-TCP",
"type":"project"
},
{
"source":"Rebecca Welzenbach",
"target":"University of Michigan",
"type":"affiliation"
},
{
"source":"Rebecca Welzenbach",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Rebecca Emmett",
"target":"Queen Mary University of London",
"type":"affiliation"
},
{
"source":"Martin Mueller",
"target":"Northwestern University",
"type":"affiliation"
},
{
"source":"University of Warwick",
"target":"Jacob Halford",
"type":"affiliation"
},
{
"source":"Jonathan Lamb",
"target":"Kansas University",
"type":"affiliation"
},
{
"source":"Alan Farmer",
"target":"Database of Early English Plays",
"type":"project"
},
{
"source":"Alan Farmer",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"University of Maryland, College Park",
"target":"Scott Trudell",
"type":"affiliation"
},
{
"source":"University of Maryland, College Park",
"target":"Jennifer Guiliano",
"type":"affiliation"
},
{
"source":"University of Maryland, College Park",
"target":"Trevor Mu\u00f1oz",
"type":"affiliation"
},
{
"source":"Mel Evans",
"target":"University of Birmingham",
"type":"affiliation"
},
{
"source":"Mel Evans",
"target":"EMDA2",
"type":"participant"
},
{
"source":"Matthew Harrison",
"target":"Princeton University",
"type":"affiliation"
},
{
"source":"Michael Gavin",
"target":"University of South Carolina",
"type":"affiliation"
},
{
"source":"Michael Gavin",
"target":"EMDA2",
"type":"participant"
},
{
"source":"Goran Proot",
"target":"Folger Shakespeare Library",
"type":"affiliation"
},
{
"source":"Goran Proot",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Anupam Basu",
"target":"EMDA2",
"type":"participant"
},
{
"source":"RECIRC",
"target":"Marie-Louise Coolahan",
"type":"project"
},
{
"source":"Kim McLean-Fiander",
"target":"Map of Early Modern London",
"type":"project"
},
{
"source":"OCAD University, Toronto",
"target":"Isabel Meirelles",
"type":"affiliation"
},
{
"source":"University of Toronto",
"target":"Alan Galey",
"type":"affiliation"
},
{
"source":"Jan Rybicki",
"target":"Jagiellonian University",
"type":"affiliation"
},
{
"source":"Jan Rybicki",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Wendy Hui Kyong Chun",
"target":"Brown University",
"type":"affiliation"
},
{
"source":"Collin Jennings",
"target":"New York University",
"type":"affiliation"
},
{
"source":"Collin Jennings",
"target":"EMDA2",
"type":"participant"
},
{
"source":"Trevor Mu\u00f1oz",
"target":"EMDA2",
"type":"faculty"
},
{
"source":"Marie-Louise Coolahan",
"target":"National University of Ireland, Gallway",
"type":"affiliation"
},
{
"source":"Lauren Kersey",
"target":"Saint Louis University",
"type":"affiliation"
},
{
"source":"Lauren Kersey",
"target":"EMDA2",
"type":"participant"
},
{
"source":"Matthew Symonds",
"target":"Centre for Editing Lives and Letters",
"type":"project"
},
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First Name Last Name Affiliation EMDA1 EMDA2 EMDA3 Reunion role Remix role Remix redux project1 project2 project3 funder1 funder2 funder3 publication1 publication2 publication3
Tara Wood Ball State University Participant
Ian Gadd Bath Spa University Faculty
Erica Zimmer Boston University Participant
Erica Zimmer Boston University Participant
Mark Davies Brigham Young University Faculty
Wendy Hui Kyong Chun Brown University Faculty
Julia Flanders Brown University Library Faculty Women Writers Project
Katherine Rowe Bryn Mawr College Faculty
Sebastian Ahnert Cambridge University Faculty
Jessica Otis Carnegie Mellon University Faculty Six Degrees of Francis Bacon
Christopher Warren Carnegie Mellon University Participant Six Degrees of Francis Bacon
Christopher Warren Carnegie Mellon University Faculty Six Degrees of Francis Bacon
Scott Weingart Carnegie Mellon University Faculty Six Degrees of Francis Bacon
(Michael) Pierce Williams Carnegie Mellon University TechSupport
Ellen MacKay Chicago University Faculty
Brian Kokensparger Creighton University Participant
Robin C. Davis CUNY Participant
Gabriel Egan De Montfort University Faculty
Erika Farr Emory University Faculty
Erin Blake Folger Shakespeare Library Faculty
Meaghan Brown Folger Shakespeare Library Faculty Digital Anthology of Early Modern English Drama
Paul Dingman Folger Shakespeare Library Faculty Early Modern Manuscripts Online
Eric Johnson Folger Shakespeare Library Faculty Open Source Shakespeare
Eric Johnson Folger Shakespeare Library Faculty Open Source Shakespeare
Deborah Leslie Folger Shakespeare Library Faculty
Gabrielle Linnell Folger Shakespeare Library Faculty
Elyse Martin Folger Shakespeare Library ProgramSupport
Elyse Martin Folger Shakespeare Library ProgramSupport
Elyse Martin Folger Shakespeare Library ProgramSupport
Rebecca Niles Folger Shakespeare Library Faculty Folger Digital Texts
Mike Poston Folger Shakespeare Library Faculty Folger Digital Texts
Mike Poston Folger Shakespeare Library Faculty Folger Digital Texts
Goran Proot Folger Shakespeare Library Faculty
Owen Williams Folger Shakespeare Library Faculty
Owen Williams Folger Shakespeare Library Faculty
Owen Williams Folger Shakespeare Library Faculty
Mike Witmore Folger Shakespeare Library Faculty
Heather Wolfe Folger Shakespeare Library Faculty Early Modern Manuscripts Online
Goran Proot Folger Shakespeare Library Faculty
Michael Witmore Folger Shakespeare Library Faculty
Heather Wolfe Folger Shakespeare Library Faculty Early Modern Manuscripts Online
Dan Shore Georgetown University Participant Six Degrees of Francis Bacon
Dan Shore Georgetown University Faculty Six Degrees of Francis Bacon
Andrew Prescott Glasgow University Faculty
Silke Vanbeselaere Google, Dublin Faculty
Ellen MacKay Indiana University Participant
Whitney Sperrazza Indiana University Participant
Jan Rybicki Jagiellonian University Faculty
Jonathan Lamb Kansas University Participant
Tony McEnery Lancaster University Faculty
Marie-Louise Coolahan National University of Ireland, Gallway Faculty RECIRC
Lisa Gitelman New York University Faculty
David Hoover New York University Faculty
Collin Jennings New York University Participant
Andrew Keener Northwestern University Participant
Martin Mueller Northwestern University Faculty Shakespeare His Contemporaries WordHoard
Isabel Meirelles OCAD University, Toronto Faculty
Alan Farmer Ohio State University Faculty Database of Early English Plays
Howard Hotson Oxford University Faculty Cultures of Knowledge: Networking the Republic of Letters, 1550-1750
Matthew Harrison Princeton University Participant
Ruth Ahnert Queen Mary University of London Faculty
Ruth Ahnert Queen Mary University of London Faculty
Rebecca Emmett Queen Mary University of London Participant
Yann Ryan Queen Mary University of London Participant
Melissa Schultheis Rutgers University Participant
Lauren Kersey Saint Louis University Participant
Jonathan Sawday Saint Louis University Faculty
Jacqueline Wernimont Scripps College Participant Women Writers Project
Ingeborg van Vugt Scuola Normale Superiore di Pisa - University of Amsterdam Participant
Nicole Coleman Stanford University Faculty Palladio
Rachel Midura Stanford University Participant
Jonathan Hope Strathclyde University Faculty Visualizing English Print
Jonathan Hope Strathclyde University Faculty Visualizing English Print
Jonathan Hope Strathclyde University Faculty Visualizing English Print
Stephan Thiel Studio NAND, Berlin Faculty
J. Patrick Williams Syracuse University Participant
Matt Christy Texas A&M University Faculty Initiative for Digital Humanities, Media, and Culture
Laura Mandell Texas A&M University Faculty Initiative for Digital Humanities, Media, and Culture
Jacob Heil Texas A&M University Participant Initiative for Digital Humanities, Media, and Culture
Laura Mandell Texas A&M University Faculty Initiative for Digital Humanities, Media, and Culture
Julie Dreyfuss The George Washington University ProgramSupport
Marie Alice Belle Université de Montréal Participant
Nicholas Hoffman University at Buffalo Participant
Matthew Symonds University College London Participant Centre for Editing Lives and Letters
Marina Ansaldo University College, Dublin Participant
Hillary Nunn University of Akron Participant Early Modern Recipe Online Collective
David Ainsworth University of Alabama Participant
Mel Evans University of Birmingham Participant
Jason Rozumalski University of California, Berkeley Participant
Sebastian Ahnert University of Cambridge Faculty
Thea Lindquist University of Colorado, Boulder Participant
Marc Alexander University of Glasgow Faculty Historical Thesaurus of the Oxford English Dictionary
Ted Underwood University of Illinois Faculty
Blaine Greteman University of Iowa Faculty Shakesosphere
Jillian Linster University of Iowa Participant
Neil Fraistat University of Maryland, College Park Faculty MITH
Jennifer Guiliano University of Maryland, College Park Faculty MITH
Trevor Muñoz University of Maryland, College Park Faculty MITH
Caitlin Rizzo University of Maryland, College Park TechSupport
Scott Trudell University of Maryland, College Park Participant
Paul Schaffner University of Michigan Faculty EEBO-TCP
Rebecca Welzenbach University of Michigan Faculty EEBO-TCP
Catherine Medici-Thiemann University of Nebraska-Lincoln Participant
David Baker University of North Carolina Participant MACMORRIS
Douglas Duhaime University of Notre Dame Participant
Michael Gavin University of South Carolina Participant
Michael Gavin University of South Carolina Participant
Heather Froehlich University of Strathclyde TechSupport Visualizing English Print
Maximilian Schich University of Texas at Dallas Faculty
Alan Galey University of Toronto Faculty
Lynne Magnusson University of Toronto Participant
Kim McLean-Fiander University of Victoria, BC Participant Map of Early Modern London
Daniel Powell University of Victoria, BC Participant
Brad Pasanek University of Virginia Participant
Jacob Halford University of Warwick Participant
Brett Hirsch University of Western Australia Participant Digital Renaissance Editions
Jacob Tootalian University of Wisconsin-Madison Participant Digital Cavendish Project
Mark Alexander University of Wisconsin-Madison TechSupport
Mike Gleicher University of Wisconsin-Madison Faculty Visualizing English Print
Deidre Stuffer University of Wisconsin-Madison TechSupport Visualizing English Print
Mattie Burket Utah State University Faculty Visualizing English Print
Don Rodrigues Vanderbilt University Participant
Genelle Gertz Washington and Lee University Participant
Joseph Loewenstein Washington University in St. Louis Participant Humanities Digital Workshop
Anupam Basu Washington University in St. Louis Participant Humanities Digital Workshop
Anupam Basu Washington University in St. Louis Faculty Humanities Digital Workshop
John Ladd Washington University in St. Louis Participant Six Degrees of Francis Bacon Humanities Digital Workshop
<!DOCTYPE html>
<meta charset="utf-8">
<style>
line {
stroke: #999;
}
.node {
stroke: #999;
stroke-width: 1.5px;
}
.node text {
pointer-events: none;
font: 10px sans-serif;
}
.link.participant {
stroke: black;
stroke-width: 1.5;
stroke-dasharray: 5,5;
}
.link.faculty {
stroke: black;
stroke-width: 1.5;
}
#tools div {
display: inline;
}
</style>
<body>
<div id='tools'>
</div>
<div class='svg-container'>
<svg></svg>
</div>
<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="https://d3js.org/d3-scale-chromatic.v1.min.js"></script>
<script>
var svg = d3.select("svg")
.attr("preserveAspectRatio", "xMinYMin meet")
.attr("viewBox", "0 0 1400 1000")
.classed("svg-content-responsive", true);
var width = +svg.attr('width')+1400,
height = +svg.attr('height')+1000;
svg.append('rect')
.attr('width', '100%')
.attr('height', '100%')
.attr('fill', '#fff');
// Call zoom for svg container.
svg.call(d3.zoom().on('zoom', zoomed));
var simulation = d3.forceSimulation() // Create force-directed simulation
.force("link", d3.forceLink().id(function(d) { return d.id; }))
.force("charge", d3.forceManyBody().strength([-120]).distanceMax([500]))
.force("center", d3.forceCenter(width / 2, height / 2));
//Containers for viz
var container = svg.append('g');
var link = container.append('g').selectAll('.link');
var node = container.append('g').selectAll('.node');
d3.json("emda_world.json", function(error, graph) { // Load JSON created by initalize_network.py
if (error) throw error;
update(graph);
// A dropdown menu with an option to project the graph to organizations
var projectDropdown = d3.select('div#tools')
.append('select')
.on('change', function() {
var val = this.value;
if (val == "Bipartite (People and Orgs)") {
update(graph);
simulation.alphaTarget(0.1);
};
if (val == "Organizations Only") {
var projectedPeopleGraph = project(graph, 1);
update(projectedPeopleGraph);
simulation.alphaTarget(0.1);
};
});
projectDropdown.selectAll('option') // Create options for dropdown
.data(['Bipartite (People and Orgs)', 'Organizations Only'])
.enter().append('option')
.attr('value', function(d) { return d; })
.text(function(d) { return d; });
});
// Three functions for making nodes drag and stick (as in Palladio)
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d.fx = d.x;
d.fy = d.y;
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function dragged(d) {
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d.fy = d3.event.y;
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function dragended(d) {
if (!d3.event.active) simulation.alphaTarget(0);
}
// Zooming function translates the size of the svg container
function zoomed() {
container.attr("transform", "translate(" + d3.event.transform.x + ", " + d3.event.transform.y + ") scale(" + d3.event.transform.k + ")");
}
// Project bipartite graph onto a specified node set
// Creates an *unweighted* projection for simplicity
function project(graph, bipartite) {
var projectedNodes = graph.nodes.filter( function(d) {return d.bipartite === bipartite;});
var nodeObject = {}
projectedNodes.forEach( function(d) { nodeObject[d.id] = 1; });
var projectedLinks = [];
graph.links.forEach(function(l){
if (l.source.id in nodeObject) {
graph.links.forEach(function(m) {
if (m.source.id == l.target.id && m.target.id in nodeObject) {
projectedLinks.push({source:l.source, target:m.target, weight:1});
}
else if (m.target.id == l.target.id && m.source.id in nodeObject) {
projectedLinks.push({source:l.source, target:m.source, weight:1});
}
});
}
if (l.target.id in nodeObject) {
graph.links.forEach(function(m) {
if (m.source.id == l.source.id && m.target.id in nodeObject) {
projectedLinks.push({source:l.target, target:m.target, weight:1});
}
else if (m.target.id == l.target.id && m.source.id in nodeObject) {
projectedLinks.push({source:l.target, target:m.source, weight:1});
}
});
}
});
return {nodes:projectedNodes, links:projectedLinks};
}
function update(graph) { // Create the nodes and edges
// Linear scale for degree centrality.
var degreeSize= d3.scaleLog()
.domain([1,d3.max(graph.nodes, function(d) {return d.degree; })])
.range([128,1024]);
// Collision detection based on node radius.
simulation.force("collide", d3.forceCollide().radius( 20 ) );
// Create links, manage entering and exiting
link = link.data(graph.links, function(d) { return d.source.id + ", " + d.target.id;});
link.exit().remove();
link = link.enter().append("line")
// .attr('class', 'link')
.attr('stroke-width', function(l) {return l.weight;})
.attr('class', function(l) {
if (l.type === "participant") { return "link participant"; }
else if (l.type === "faculty") { return "link faculty"; }
})
.merge(link);
// Create nodes, manage entering and exiting
node = node.data(graph.nodes, function(d) {return d.id;});
node.exit().remove();
node = node.enter().append("path")
.attr("d", d3.symbol()
.type( function(d) {
if (d.type !== 'person') {return d3.symbolTriangle;}
else {return d3.symbolCircle;}
})
.size( function(d) {if (d.degree !== 0) {return degreeSize(d.degree)} else {return 64;}})
)
// .attr('r', function(d) {if (d.degree !== 0) {return degreeSize(d.degree)} else {return 5;}})
.attr("fill", function(d) {
if (d.type === 'person') {return '#1E90FF';}
else if (d.type === 'emda') {return '#DC143C';}
else if (d.type === 'university') {return '#FFD700';}
else {return '#66CD00'}
})
.attr('class', 'node')
.attr('id', function(d) { return "n" + d.id.toString(); })
.on('click', function(d) { // On click, "unstick" nodes
simulation.alphaTarget(0);
d.fx = null;
d.fy = null;
})
.call(d3.drag()
.on("start", dragstarted)
.on("drag", dragged)
.on("end", dragended))
.merge(node);
// Title text for mouseover, with centrality measurements from NetworkX
node.append("title")
.text(function(d) {
return d.id+'\nDegree: '+d.degree+' ('+d.deg_rank+')'+'\nBetweenness Centrality: '+d.betweenness+' ('+d.betw_rank+')';
});
// Load nodes and links into simulation
simulation
.nodes(graph.nodes)
.on("tick", ticked);
simulation.force("link")
.links(graph.links);
simulation.alphaTarget(0).restart();
function ticked() { // Function for positioning nodes on each iteration of the simulation
link
.attr("x1", function(d) { return d.source.x; })
.attr("y1", function(d) { return d.source.y; })
.attr("x2", function(d) { return d.target.x; })
.attr("y2", function(d) { return d.target.y; });
node
// .attr("cx", function(d) { return d.x; })
// .attr("cy", function(d) { return d.y; });
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; });
}
// Create legend for nodes and links
var legendX = 25,
legendY = 25,
legendWidth = 200,
legendHeight = 320,
legend = svg.append('g');
legend.append('rect')
.attr('width', legendWidth)
.attr('height', legendHeight)
.attr('x', legendX)
.attr('y', legendY)
.attr('fill', '#fff')
// .attr('stroke', '#000');
legend.append('circle')
.attr('cx', legendX + 20)
.attr('cy', (legendY + (legendHeight/8))-5)
.attr('r', 10)
.attr('fill', '#1E90FF')
.attr('class', 'node');
legend.append('text')
.attr('x', legendX + 45)
.attr('y', legendY + (legendHeight/8))
.text("Person");
legend.append('path')
.attr("d", d3.symbol()
.type( d3.symbolTriangle )
.size( 256 )
)
.attr("transform", function(d) { return "translate(" + 45 + "," + 100 + ")"; })
.attr('fill', '#DC143C')
.attr('class', 'node');
legend.append('text')
.attr('x', legendX + 45)
.attr('y', legendY + (legendHeight/8)*2)
.text("EMDA");
legend.append('path')
.attr("d", d3.symbol()
.type( d3.symbolTriangle )
.size( 256 )
)
.attr("transform", function(d) { return "translate(" + 45 + "," + 140 + ")"; })
.attr('fill', '#FFD700')
.attr('class', 'node');
legend.append('text')
.attr('x', legendX + 45)
.attr('y', legendY + (legendHeight/8)*3)
.text("Institution");
legend.append('path')
.attr("d", d3.symbol()
.type( d3.symbolTriangle )
.size( 256 )
)
.attr("transform", function(d) { return "translate(" + 45 + "," + 180 + ")"; })
.attr('fill', '#66CD00')
.attr('class', 'node');
legend.append('text')
.attr('x', legendX + 45)
.attr('y', legendY + (legendHeight/8)*4)
.text("Project or Organization");
legend.append('line')
.attr('x1', legendX + 5)
.attr('x2', legendX + 35)
.attr('y1', (legendY + (legendHeight/8)*5)-5)
.attr('y2', (legendY + (legendHeight/8)*5)-5)
.attr('class', 'link participant');
legend.append('text')
.attr('x', legendX + 45)
.attr('y', legendY + (legendHeight/8)*5)
.text("Participant");
legend.append('line')
.attr('x1', legendX + 5)
.attr('x2', legendX + 35)
.attr('y1', (legendY + (legendHeight/8)*6)-5)
.attr('y2', (legendY + (legendHeight/8)*6)-5)
.attr('class', 'link faculty');
legend.append('text')
.attr('x', legendX + 45)
.attr('y', legendY + (legendHeight/8)*6)
.text("Faculty");
legend.append('line')
.attr('x1', legendX + 5)
.attr('x2', legendX + 35)
.attr('y1', (legendY + (legendHeight/8)*7)-5)
.attr('y2', (legendY + (legendHeight/8)*7)-5)
.attr('class', 'link');
legend.append('text')
.attr('x', legendX + 45)
.attr('y', legendY + (legendHeight/8)*7)
.text("Other");
var title = svg.append('g');
}
</script>
</body>
#! /usr/bin/env python3
import csv, json
from operator import itemgetter
import networkx as nx
from networkx.algorithms import bipartite
node_types = {}
with open("EMDAworld.csv", 'r') as csvfile:
reader = csv.reader(csvfile)
rows = [r for r in reader]
people = []
organizations = []
edges = []
emda_people = {}
for r in rows[1:]:
if r[2] == 'FSL':
r[2] = 'Folger Shakespeare Library'
people.append(r[0]+' '+r[1])
node_types[r[0]+' '+r[1]] = 'person'
organizations.append(r[2].strip())
node_types[r[2].strip()] = 'university'
edges.append((r[0]+' '+r[1],r[2].strip(),'affiliation'))
for i,col in enumerate(r[3:6]):
if col != '':
edges.append((r[0]+' '+r[1],rows[0][i+3],col.lower()))
if r[0]+' '+r[1] not in emda_people:
emda_people[r[0]+' '+r[1]] = [rows[0][i+3]]
else:
emda_people[r[0]+' '+r[1]].append(rows[0][i+3])
for col in r[9:]:
if col != '':
edges.append((r[0]+' '+r[1],col.strip(),'project'))
organizations.append(col.strip())
organizations.extend(rows[0][3:6])
people = list(set(people))
organizations = list(set(organizations))
print(people)
print(organizations)
print(edges)
for o in organizations:
emda_people[o] = None;
if 'EMDA' in o:
node_types[o] = 'emda'
elif o not in node_types:
node_types[o] = 'other'
B = nx.Graph()
clean_edges = [(e[0], e[1]) for e in edges]
B.add_nodes_from(people, bipartite=0)
B.add_nodes_from(organizations, bipartite=1)
B.add_edges_from(clean_edges)
edge_types = {(e[0],e[1]):e[2] for e in edges}
print(nx.is_connected(B))
people_nodes = set(n for n,d in B.nodes(data=True) if d['bipartite'] == 0)
deg_people,deg_texts=bipartite.degrees(B,people_nodes,'weight')
betw=bipartite.betweenness_centrality(B,people_nodes)
# close=bipartite.closeness_centrality(B,people_nodes,normalized=True)
def get_rank(dictionary):
dictionary0 = {k:v for k,v in dictionary.items() if k in people_nodes}
dictionary1 = {k:v for k,v in dictionary.items() if k not in people_nodes}
sorted_dict0 = sorted(dictionary0.items(), key=itemgetter(1), reverse=True)
sorted_dict1 = sorted(dictionary1.items(), key=itemgetter(1), reverse=True)
print(sorted_dict1[:10])
rank0 = {s[0]:sorted_dict0.index(s)+1 for s in sorted_dict0}
rank1 = {s[0]:sorted_dict1.index(s)+1 for s in sorted_dict1}
return dict(list(rank0.items())+list(rank1.items()))
degree_rank = get_rank(dict(list(deg_people)+list(deg_texts)))
betw_rank = get_rank(betw)
# close_rank = get_rank(close)
# components = nx.connected_components(B)
# largest_component = max(components, key=len)
# title = {}
# author = {}
# date = {}
# for n in B.nodes():
# if n in people_nodes:
# t = (n,)
# c.execute("SELECT title,author,date FROM metadata WHERE key = ?;", t)
# result = c.fetchone()
# if len(result[0]) > 50:
# title[n] = result[0][:50]+'...'
# else:
# title[n] = result[0]
# author[n] = result[1]
# date[n] = int(result[2])
# else:
# title[n] = None
# author[n] = None
# date[n] = None
# Create a "subgraph" of just the largest component
# Then calculate the diameter of the subgraph, just like you did with density.
#
# B = B.subgraph(largest_component)
# B.remove_nodes_from(node for node, degree in deg_people.items() if degree <= 1)
nx.set_node_attributes(B, dict(list(deg_people)+list(deg_texts)), 'degree')
nx.set_node_attributes(B, betw, 'betweenness')
# nx.set_node_attributes(B, 'closeness', close)
nx.set_node_attributes(B, degree_rank, 'deg_rank')
nx.set_node_attributes(B, betw_rank, 'betw_rank')
nx.set_node_attributes(B, node_types, 'type')
nx.set_node_attributes(B, emda_people, 'which_emda')
# nx.set_node_attributes(B, 'close_rank', close_rank)
nx.set_edge_attributes(B, edge_types, 'type')
#B.remove_node('Jesus Christ')
# Create a dictionary for the JSON needed by D3.
new_data = dict(
nodes=[dict(
id=n,
degree=B.node[n]['degree'],
betweenness=B.node[n]['betweenness'],
# closeness=B.node[n]['closeness'],
deg_rank=B.node[n]['deg_rank'],
betw_rank=B.node[n]['betw_rank'],
type=B.node[n]['type'],
which_emda=B.node[n]['which_emda'],
bipartite=B.node[n]['bipartite']) for n in B.nodes()],
links=[dict(source=e[0], target=e[1], type=e[2]) for e in B.edges(data='type')])
# Output json of the graph.
with open('emda_world.json', 'w') as output:
json.dump(new_data, output, sort_keys=True, indent=4, separators=(',',':'))
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