This piece was originally written in November 2010 as a guest post on my husband’s now-defunct visualization blog, Seeing Data. As it has succumbed to one of the spring tides of the internet, I thought I would re-post both for my own reference and in case this methodology proves useful for anyone doing similar work.
I recently submitted my master’s thesis on English women’s chymical activities during the reign of Elizabeth I (1558-1603), exploring the intersecting histories of science, medicine, magic, women and religion. ‘Chymistry’ is a composite term acknowledging the fact that no clear, consistent distinctions were drawn between alchemy and chemistry in the early modern era. Like their male compatriots, my subjects harnessed chymical theories and techniques for both esoteric and pragmatic purposes. They practiced iatrochemistry (medical alchemy), incorporated chymical metaphors into creative works and sought the fabled philosopher’s stone, which promised both riches and freedom from disease. It’s useful to remember that science as we know it did not exist for Elizabethans, who engaged with God’s creation as natural philosophers and explorers; like scripture, the ‘Book of Nature’ was a potential source of divine knowledge and revelation.
So what does historical research have to do with data visualization? Not that much. Evidence of their low-profile relationship is mostly geographical, with maps hinting at the very different worldviews of the long-dead. Genealogical trees have been used to articulate family histories for centuries, while scanned manuscripts and printed images elucidate the corresponding text and ostensibly speak for themselves. That’s about it for the sorts of figures you would expect to find in a history thesis. But as I approached the end of the writing and revision process, it became clear that the complex social and familial relationships I had spent months examining required a different kind of visual representation. I’d expected variety in my subjects’ locations, beliefs, practices and communities, so the patterns that emerged were all the more striking, suggesting the influence of the queen’s own chymical affiliations. Each woman was a Protestant member of the gentry. More significantly, these gentlewomen all had strong ties to the court, known chymists and, indeed, to one another. But how best to convey these connections I had documented throughout the thesis? I turned to my husband Chris for help in compiling and representing this early modern social network.

He asked me to create a spreadsheet delineating my subjects’ relationships to each other, Queen Elizabeth, and the English chymical community surrounding John Dee, mathematician, magus and astrologer to the queen. By way of example, the heiress Margaret Hoby, author of the earliest known diary by an Englishwoman, ties everyone together quite neatly with her three marriages. She first wed Walter Devereux, the younger brother of Robert, who married Frances Walsingham, cousin to Grace Mildmay. Her second husband, Thomas Sidney, was the brother of Mary Sidney Herbert – incidentally, their late brother Philip, the most famous of the Sidneys, had been Frances’ first husband. Through her third husband, Thomas Posthumous, Hoby was linked to Margaret Clifford, whose brother John Russell married her mother-in-law. Though she lived in remote Yorkshire, Margaret Hoby’s childhood training in the home of Henry and Katherine Hastings as well as her close relationship with the chymist John Thornborough and his second wife connected her to the queen. As you can see, multiple marriages, shorter life expectancies, the importance of extended family and courtly affiliations led to extremely complicated relationships.

I used Google Docs to share this spreadsheet with Chris, who performed digital alchemy (er, wrote some code) and created the diagram above. For simplicity’s sake, we omitted the nature of the relationships; I had already described these in the text and felt that the figure’s emphasis should be on the community it portrayed. He assigned a color to each of my subjects and coded the links. In most cases, the connections between these women are indirect, as described earlier. However, direct links display both colors, as you can see with Mary Sidney Herbert and Margaret Clifford’s ties to the queen, whose central location underscores the importance of the court. Family members and peripheral figures appear in grey. While this representation does not contain any new information, it provides a clear and concise reference for the network of relationships described in the pages it follows and precedes. This image also clearly supports my assertion that community played a vital role in the transmission of chymical knowledge during Elizabeth’s reign. These particular women gained access to a male-dominated realm in part because they knew the ‘right’ people. They engaged with a royal court convinced of chymistry’s efficacy (though oftentimes painfully aware of its practitioners’ shortcomings) and skillful at appropriating its evocative images and metaphors for their own purposes, including the queen’s iconography.
A few accessible recommendations for anyone new to early modern magic and science and keen to read more: Keith Thomas’s seminal Religion and the Decline of Magic, Deborah Harkness’s fascinating The Jewel House and Charles Webster’s recent biography on Paracelsus, the itinerant Swiss physician-prophet. See also reasonably affordable works on chymistry by Allen Debus, Leah DeVun, William Newman, Tara Nummedal, Lawrence Principe and, so long as you balance them with other perspectives, Frances Yates. My supervisor Glyn Parry has an excellent book on John Dee due out soon through Yale University Press. For those on a budget – and those who aren’t – Adam McLean’s website is a tremendous resource for anyone curious about alchemy.
COMMENTS
Deborah Harkness: Fascinating research–and a fascinating way to turn it into a visual map. Interestingly enough, this is what I did to understand botanical community living on Lime Street. Did it take you a long time to know who was in the middle bubble, or was it evident all along it was Elizabeth? I thought for the longest time my central figure was L’Obel or Gerard but if I put them there I couldn’t make the network map correctly. It was only when I put Cole in the middle that even more connections were evident. So I’m wondering what would happen if you swapped out Elizabeth for one of these other figures, male or female? Would more or less network connections be evident and/or easily mappable?
In any event, I think this is a terrific research tool and the kind of thing that would help many, many historians (and other scholars, too, but I can’t speak to that!) come up with creative answers to their research questions. Thanks to both of you for sharing it.
Sienna Latham: Quite the opposite, actually. My original proposal was too ambitious for a one-year thesis — I had planned to look at evidence of Englishwomen’s chymical practice during both the sixteenth and seventeenth centuries (basically Jayne Archer’s excellent dissertation, the discovery of which midway through the first month totally rattled my confidence). Examining the women chronologically raised new questions. I wondered why, during Elizabeth’s reign, we suddenly find evidence of female practice. What had changed? Why do the same names keep cropping up? This inspired me around month ten or eleven to approach Elizabeth from the perspective of her female subjects: how had she interacted with the chymical world and vice versa (I focused on patronage and iconography), and what impact did this have on women? Gentlewomen in particular seem to have enjoyed a bit more freedom because of the charitable medical services they had the resources, leisure and knowledge to offer.
The diagram is far from comprehensive, including only figures significant to the four gentlewomen. Elizabeth basically acts as a placeholder for her court, and Dee for the wider chymical community. If we’d had more than a couple days to work on this data, we could have created a figure for each of my subjects and added more people without sacrificing clarity. I love the idea of examining other natural philosophers, chymists and members of the court in a similar manner, placing different people at the center — it could illuminate the transmission of knowledge, tell us more about both the courtly and scientific communities and who knows what else? I could never have made the diagram myself, but I think both historians and visualization folks benefit from collaborations like this. It never hurts to gain a new perspective!
Thanks so much for your comment — it’s really exciting to wake up to positive feedback from someone whose research and writing helped shape my thesis.
usefulidiot: Alchemy an its history have been an interest of mine for a while now. It started from an interest in tinctures and grew from there. It always seemed to me that women were prominent in Alchemy, I had the impression it had alot to do with the philosphy of male/female balance (i.e the hermaphrodite) in alchemy which broke through traditional patriachal society. Id be interested in reading some of your research!
Glen Hoby: Wonderful data visualisation in her historical research.
I have been doing my genealogy for the past 30 years and you had added so much more data to the Hoby tree.
Thank you.
Sienna Latham: usefulidiot: Thanks so much for your comment. You’re correct — women feature prominently in alchemical symbolism, and one of the earliest practitioners, Maria the Jewess (ca. 1st-3rd century CE), apparently wrote, “Join the male and the female, and you will find that which is sought.” That emphasis on balance in all respects, including gender, is central to alchemy… making the rather scant evidence of female practitioners curious. The hermaphroditic imagery you mentioned became particularly popular during the medieval period and continued in the early modern era. I am unsure whether this kind of symbolism really bucked the patriarchal trend, or that there was even a simple dichotomy of dominant male/marginalized female interests. We find a rich tradition of intermediary Christian goddess figures at the same time that can be linked to the esoteric tradition. Check out Barbara Newman’s very excellent ‘God and the Goddesses’ for more on this subject. You might also be interested in reading a surprising (and convincing) piece William Newman wrote in 1998 on alchemy, domination and gender (in ‘A House Built on Sand,’ edited by Noretta Koertge). Anyway, thanks again for your interest! My thesis should be available online early next year.
Glen: Thank you for your kind words. Margaret Hoby was a fascinating woman and I recommend reading her diary if you have not already. I also want to make clear that the diagram above features both familial and social connections (e.g. Robert Devereux was her brother-in-law through her first marriage, but Matthew Lister was her physician). Best wishes for your genealogical research.
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MbS: This is astonishing. I am interested in connections between Jane Marcet and anybody (sounds broad and I apologize). I am interested in the visuals contained in still room manuals, which in part document the chemistry-knowledge of early modern women. I wrote recently about social authority in the text of Elizabeth of Kent’s still room manual/receipt book. Wish I had stumbled here earlier.
Echoing the astonishment! I of course want you to be able to tell the whole story through the diagram. When you hover over a line between two people, I want it to open a window to the story of those two people, or three people if it involves more than two. I want you to be able to use @semblnet for such storytelling. (And I want to read this story that way.)
But but but: why didn’t or don’t they or you say ‘chemystry’? It’s closer to both alchemy and chemistry.
Thank you so much for your comment! I am so, so with you on this, right down to the half-written blog post on why learning a new coding language is on my PhD to-do list, and how I’m going about it. That diagram was conceptualized and created perhaps a week before handing in my MA, so it’s exciting to think about how tracking data from the start will enable more complex, interactive, complete visualizations. Hoping to document that process here because, happily, scholars are increasingly interested in sharing and interacting with material in new ways, and also because the number of misconceptions floating around about alchemy and the people who practiced it is depressing. I want to make storytelling tools like the ones you describe and restore some truth to a distorted narrative. The disconnect between (expensive, hard-to-find, not always clearly written or easy-to-read) academic and (affordable, engaging, perhaps not as well researched, and certainly not as rigorously footnoted) popular writing is one of my bugbears. The more readily available reasonable information out there, the better.
The term “chymistry” was used during the early modern period due in part to the relative absence of spelling conventions.* But I employ it in response to a 1998 article by William Newman and Larry Principe: http://www.ncbi.nlm.nih.gov/pubmed/11620328
* This applies to names, too — here’s a terrific post by Mathew Lyons on Sir Walter Ralegh (who also has ties to the chymical community in my diagram): http://mathewlyons.wordpress.com/2012/02/20/whats-in-a-name-walter-ralegh-vs-walter-raleigh/
tremendous post, thanks. I could read a dozen more.
Excellent work! I find it very interesting that you took this approach. I have been doing similar things, using a brilliant little program called Omnigraffle, since about 2005 or so, in trying to map (and visualize) networks of alchemical authors, as part of my (ongoing) dissertation in history. In most diagrams I tried to map how authors of published texts read others’ texts, but in others I try to map other, more complex interactions. It is interesting when one actually arrays members of the Hartlib Circle, for instance, in a circle around a box named Hartlib and then starts trying to map some of their interactions with one another.
Part of what drew me to this approach is a conviction that thinking actually goes on in webs of people, not really (just) in individual heads. (One of my profs really got this; she kept nodding and saying “Ludwik Fleck!” And Ludwik Fleck really is worth reading on this, although the standard English translation sucks: the translation imposes a structuralist framework on an antistructuralist program. Barbara Herrnstein Smith has a nice summary of Fleck’s theories in the opening pages of her _Scandalous Knowledge_.)
Anyway, one of the things that I discovered along the way is that the sorts of narratives we usually construct as historians are conditioned by our conventions about presenting information and our limitations in processing it as it is presented. We tend to tell stories about one or two people at a time rather than ten people at a time because we tend to tell stories, and there are genre limits on our storytelling. When we draw diagrams, we change the rules of the game.