Ecologies of Data Part III: Circulating Significance in Civic Hacking

In the third contribution to "Ecologies of Data," Etienne Benson ruminates on his research efforts to track federal permits given to American trophy hunters of polar bears in Canada. In Benson's consideration of why, and moreover how, to build Data Refuge, he argues that the translation of environmental data into other formats and media is vital to make data meaningful to diverse communities. Catch up on "Ecologies of Data": Intro, Part I, Part II

Circulating Significance in Civic Hacking

By Etienne Benson

Like the proverbial shark, data dies when it stops moving. Or to use a more familiar metaphor: data refuges are only as good as the paths that lead into and out of them. One of the basic tasks of data rescue is thus to ensure that the data are preserved in a way that allows them to participate in a broader ecosystem of tools, practices, institutions, and projects. Often this requires the construction of tools of translation that allow data to circulate and to become meaningful in domains other than the one in which they were originally produced and preserved. Here I want to describe one such translation effort and some of the lessons I learned from it.

A few years ago I became interested in a peculiar form of government data—namely, federal notices about permit applications for the “taking” of endangered species and marine mammals in the United States. Since the early 1970s, such “takes,” which include killing, injuring, or harassing members of protected species and populations, have been prohibited by the U.S. Endangered Species Act (ESA) and Marine Mammal Protection Act (MMPA). However, because some forms of scientific research, conservation, and education involve prohibited activities—such as the attachment of radiotracking tags, the extraction of tissue samples, or the display of animals in zoos and aquariums—the laws include procedures for issuing permits after proposals have been reviewed by experts and the public. To inform the interested public of pending applications, notices are published in the Federal Register, a regulatory publication established during the New Deal that has been available online since the mid-1990s. The development of this permitting system was a contentious process shaped by the emerging environmental, animal rights, and indigenous rights movements and by public pressures for government transparency in the wake of the Pentagon Papers and the Watergate scandal.

Figure 1: A biologist labeling blood samples taken from a tranquilized polar bear. Source: U.S. Fish and Wildlife Service.

Figure 1: A biologist labeling blood samples taken from a tranquilized polar bear. Source: U.S. Fish and Wildlife Service.

As with much government-produced data, however, there is a great deal of translation to be done before they can be used in ways other than those for which they were originally intended.

Permit application notices are not the sort of “environmental data” that we usually think of when we hear the term—that is, they are not data that represent the state of the physical world around us or its effects on our health and well-being. Nonetheless, as a historian of science, I see these notices as a form of environmental data that illuminate the history of efforts to understand and conserve endangered species and those efforts’ ongoing legacies today. Such data offer a rich, if partial, view of research and conservation activities that require interaction with or proximity to individual members of protected species. As with much government-produced data, however, there is a great deal of translation to be done before they can be used in ways other than those for which they were originally intended. Often formulated in idiosyncratic bureaucratese and buried amid tens of thousands of other regulatory rules and notices, they are public without necessarily being publicly accessible.

Figure 2: Volumes of the print version of the Federal Register, which runs to tens of thousands of pages each year. Source: Office of the Federal Register. 

Figure 2: Volumes of the print version of the Federal Register, which runs to tens of thousands of pages each year. Source: Office of the Federal Register. 

In the mid-1990s, the MMPA’s process for issuing permits to “take” marine mammals was amended for a new and somewhat surprising purpose: to encourage American sport hunters to kill Canadian polar bears.

In the hope of making such data meaningful in a new context and for new purposes, and as a way of teaching myself something about the possibilities and limits of civic hacking, I developed a web app called TrophySource to visualize data extracted from a particularly interesting variety of permit notice. In the mid-1990s, the MMPA’s process for issuing permits to “take” marine mammals was amended for a new and somewhat surprising purpose: to encourage American sport hunters to kill Canadian polar bears. As enacted in 1972, the MMPA had prohibited the import of most marine mammal parts, including polar bear skins, skulls, and claws. In the meantime, Canadian polar bear populations had been thriving, Inuit communities had developed lucrative guide operations serving non-indigenous trophy hunters, and American hunters had grown increasingly frustrated at being locked out of the Canadian hunt. In 1994, responding to these opportunities and pressures, the U.S. Congress amended the MMPA to allow sport hunters to be issued permits to import trophies from Canada, with the understanding that the money they spent in Canada would go partly toward maintaining its world-class polar bear research and conservation system.  

Figure 3: Notices of permit application for polar bear trophy imports. Source: Federal Register, Vol. 73, No. 92, Monday, May 12, 2008, p. 27005


From 1997 to 2008, more than 900 permits were issued to American hunters from every state except Hawaii to import the trophies of polar bears harvested from approved Canadian populations. Because it was framed as a conservation measure and implemented under the procedures established to allow “taking” under both the ESA and MMPA, the permitting process nominally involved the same public notice in the Federal Register, the same expert review, and the same 30-day public comment period as a scientist’s study or a zoo’s captive breeding program. An accident of the way the trophy import program was shoehorned into an existing legislative framework, the “public” nature of this procedure was largely pro forma. As far as I know, there were no public hearings held about individual permit applications, and few if any applications were rejected during the eleven years that the program was in operation.


Nonetheless, this legislative quirk meant that significant data about permit applicants—including their names, towns, and the source populations from which they had acquired their trophies—had become public information. Collecting and visualizing it, I thought, might tell me something about the kinds of people who hunted polar bears while serving to call attention to the complex and contradictory ways in which trophy hunting was linked to conservation programs.

Manually downloading the relevant notices would have been straightforward if time-consuming, but I wanted to see if a more automated approach was feasible. Luckily, a web interface and easy-to-use API had been developed as part of the Federal Register 2.0 project, which was launched in 2010 as part of the U.S. National Archives’ Open Government Plan. This API vastly simplified the process of accessing the hundreds of polar bear permit applications scattered throughout tens of thousands of pages of regulatory notices; it is especially useful for tracking regulatory developments as they occur, although in the case of polar bear trophy permits all the relevant notices had already been published. Using this API, I wrote a small program in Python to download all the polar bear permit notifications and to parse out the hunters’ names and towns of residence, the dates of application and permit issuance, and the polar bear populations from which the trophies came. On the basis of that data, and with the help of open-source toolkits such as the Leaflet mapping library, I wrote a short program in Javascript that made it possible to visualize and explore all 900-plus applications on an interactive map of North America. 

Figure 4: A screenshot of the TrophySource web app. Source: Author

Figure 4: A screenshot of the TrophySource web app. Source: Author

While the web site that resulted accomplished the technical goals I had set out for myself, the project had some serious limitations as an exercise in civic hacking. For one thing, by the time I began working on it, the import program was no longer active, having been rendered moot by the listing of the polar bear as “threatened” under the ESA in 2008 due to the threat of anthropogenic climate change. Even if the program had still been in operation, however, it is not clear what a geographical visualization of the data could have been used for, beyond simply informing the public about the number and general location of American polar bear hunters. Deeper connections to ongoing issues of advocacy and public awareness were missing. Moreover, from a scholarly standpoint, while there was a certain interest in seeing where polar bear hunters lived, the only clear patterns that emerged were ones that would have been easy to confirm without such a tool. It did not surprise me, for example, to find that virtually all polar bear trophy hunters have typically male names. I am quite sure that there are more interesting patterns to be found, but the data available from the Federal Register alone did make them visible. Among other hypotheses, my hunch that Texas would pan out to be the preferred habitat of the American polar bear hunter did not pan out.

Why do some projects in civic hacking fail while others thrive? I have found some conceptual resources for answering this question in the work of Bruno Latour, particularly a 1995 article initially published in the journal Common Knowledge under the impish title “The ‘Pedofil’ of Boa Vista.” Later republished as “Circulating Reference,” the article traced the transformation of soil samples into scientific facts by a team of Brazilian and French scientists. The “pedofil” in question was the perverse nickname given by the soil scientists (a.k.a. pedologists) to an instrument known as a Topofil, which allowed them to precisely measure distances in the field. For Latour, the significance of the “pedofil” was that it was one of a series of devices and practices that bridged the gap between the particularities of fieldwork and the disembodied facts that would later circulate through the scientific community and beyond. They were what ultimately brought words and things into relation—not through a sudden leap over an ontological abyss, Latour argued, but through the circulation of reference along a chain of careful and partial transformations. If any one of the links in the chain failed—if, for instance, the logbook that told scientists where and when a soil sample had been collected was lost—the data would lose its value, becoming once again what it had been at the beginning: just dirt.

Just as chains of reference give scientists confidence that the numbers and images they are manipulating in the laboratory will tell them something about the world, these devices and practices give members of the public ways of making data meaningful in their own lives.

Something similar happens or, just as often, fails to happen when a dataset is “made public,” or when a new app based on open government data is developed. Behind the dataset lie the chains of reference described by Latour, which assure users that it accurately represents something in the world—for example, that the notice of a permit issued to a polar bear trophy hunter published in the Federal Register ultimately tells us something about the death of a bear. To believe this, we need to have faith in the techniques and institutions that link bears, guides, hunters, customs agents, environmental NGOs, federal regulators, scientific advisors, and many other actors of diverse kinds. But simply ensuring the integrity of that chain is not enough to make the data accessible and meaningful to a broader public. “In front” of the dataset, so to speak, lie not chains of reference, but chains of significance, comprised of series of mediating devices, practices, and institutions that make it possible for people to care about the data in particular ways and for particular purposes. This does not happen by itself; for the dataset to become a matter of public concern, a new assemblage of mediating devices and practices must be constructed. Just as chains of reference give scientists confidence that the numbers and images they are manipulating in the laboratory will tell them something about the world, these devices and practices give members of the public ways of making data meaningful in their own lives. 

The success of such projects depends on recognizing that a piece of code, no matter how sophisticated, is at best only a single link in a longer and more complex chain of significance, and that the real test of success is not whether the data is represented accurately or even beautifully, but whether it becomes capable of circulating in ways that bridge the gap between data and matters of public concern.

Ultimately, this is the main lesson I learned from my foray into civic hacking: that the success of such projects depends on recognizing that a piece of code, no matter how sophisticated, is at best only a single link in a longer and more complex chain of significance, and that the real test of success is not whether the data is represented accurately or even beautifully, but whether it becomes capable of circulating in ways that bridge the gap between data and matters of public concern. This happens, as Latour’s work on facts suggests, not through a single cynicism-defying leap, but rather through the patient construction of tools and practices that make data progressively more meaningful to more people as one moves along the chain. Data that are both true and meaningful require building and maintaining the chains that extend in both directions—those going back toward the world they are intended to represent, and those going forward toward the people who might use them to make a better world.


Etienne Benson is an Assistant Professor in the Department of History and Sociology of Science interested in the history of ecology, environmentalism, and human-animal relationships. He has been a postdoctoral fellow at the Harvard University Center for the Environment, a research scholar at the Max Planck Institute for the History of Science in Berlin, and a visiting scholar at the Rachel Carson Center in Munich. He teaches courses on environmental history and the history of science and technology. Check out his work at 

Reflections on Angry Inuk: White Animal Saviour (Industrial) Complex* & the Perpetuation of Colonial Domination

Reflections on Angry Inuk: White Animal Saviour (Industrial) Complex* & the Perpetuation of Colonial Domination

What many white animal saviours need to confront is a problematic drive to save every individual animal in denial of ecological realities and the necessity for some Indigenous peoples to kill other species for subsistence.

Reflections II: The Garden of My Father


The garden is beside the main motorway which connects northern Afghanistan and the Kabul Valley. Local villagers, city-dwellers, nomads, and American military convoys pass by everyday when they crisscross through the Shamally plains. It stands between Kabul and my ancestral village in the Parwan province, one of the country’s most fertile regions, once part of what corridor of the Silk Road. The land was known in the past as Nehal-e-Beg (the Tree of Beg, named after a Turkic chief) and used to be a dry, pastoral highlands. The Chinese government built a modern canal system in the 1960s; dry land became productive, arable and green, yielding high quality organic grapes, ideal for wine-making, by the time the Soviet Union invaded the country in 1979. In the 1990s my father, a bureaucrat, lost his job as all government employees did when the Mujahideen overran Kabul. That is when my father turned his land into a garden and orchard. It has hundreds of trees now: grape, mulberry, cherry, peach, pomegranate.


People of my father’s village, a community of perhaps around five hundred households about twenty-five miles north of Kabul, see his identity and their relation to him — and through him their relation to us as a family — in terms of his garden. They judge our material and other kinds of status, such as our urbanity and globality, from how many times we visit the garden; whether we visit it individually or as a family; whether there is a gardener or not; who our gardener is; whether we watered it in a particular season or not; how much produce would it have in a particular season, and so on. This past summer my father built an iron-gate for it, which used to be previously one made of wood. This was seen not just as an improvement of a garden enclosed on four sides by mud-clay walls. It was a development in terms of us thinking about our garden, our village, and being part of that. It became the talk of the village: we de-urbanized ourselves by showing affection to our village garden. Indeed,  “this is,” every time the villagers pass by the garden saying, “the garden of Shir Agha. It has a new door—"Een bagh-e shir agha ast. Darwaz-e-naw darad” (Shir Agha, ‘Lion of Father,’ is my father’s nickname in the village).

What does it mean to have a garden? And to be a gardener? In one sense there is nothing less natural than a garden. In these parts the bigger or the more walled your garden, the grander you are. Are you a gardener then? Or simply an owner, an elite?

This garden and the vineyards of Parwan span out across the Shamally plains, a fertile and cosmopolitan borough of gardens, lands, newly elite and ordinary neighborhoods, all fed by three major rivers — the Panjshir, the Salang, the Ghorband — and hundreds of streams and springs.

What does it mean to have a garden? And to be a gardener? In one sense there is nothing less natural than a garden. After the construction of the Chinese canal, gardens appeared one after another in Nehal-e-Beg. In my father’s case the land, an area of 6500 square meters, was half-inherited within a cycle of seven generations, and half-purchased by my mother from her salary as a school teacher. It is an enclosed space whose walls are made of mud clay which, being cheap, is popular in the region and across the country. Rich people, however, have started, since 2001, to build cemented walls or walls built of burned bricks around their gardens across the plains. The region is itself a kind of garden within Afghanistan, where elite Kabul-based Afghan families own large land-holdings that have been turned into retreats. I have even heard, during a recent trip, that some of the powerful and wealthy have built private zoos in their gardens! These elite practices, like cemented walls, geometric landscapes, a pool, and a private zoo, have deepened an anxiety among those who don’t have gardens of their own.

Ownership of private property, whether as an entity or an idea, was for Marx the the greatest obstacle to human freedom. In these parts, certainly, your social, material, and other identity, without regard for your being and living, both in the village and in the city, is linked to what kind of a garden you have: indeed the bigger or the more walled your garden, the grander you are. Are you indeed a gardener, then? Or simply an owner, an elite?

...he was once a person of many identities: son of a Mullah who was known for having the most beautiful voice in calling to prayers, a young orphan who lost his father to an unknown disease, a hardworking-laborer... and a committed revolutionary of the Left.

It spans 6,500 square meters, but my father’s garden is extremely modest compared to other hundreds lavish gardens being built recently in the Shamally Plains. The conception of ‘garden’ and ‘garden of my father’ is a thing of both historical knowledge and social development, which will remain so in the near and far future, probably in different forms and contents. Even though, in its basic socio-spatial terms, this garden of my father has become a sort of escape, and an open space for the female members of our family who do not have access to the greater luxury of public spaces in the masculinity of urban Kabul, garden and gardening have a much longer history in the country we now call Afghanistan: it has been the locus of pleasure and as well as of produce, the stuff of society.

For example, while the main popular term for garden in Persian and Pashto (the dominant local languages) is bagh, there is a rich collection of other Persian words and phrases which denote a conception of garden as a both human and divine/natural designed space—ferdaws ‘heavenly garden,’ bostan ‘place of perfume;’ gulstan, gulzar, and gulshan, ‘place of flowers;’ chaman or chamanzar ‘meadow;’ takistanarbor;’ the list goes on. Persian and Pashto poets have been historically obsessed with descriptions of garden, gardener, landscape, property, and produce. The great medieval Persian poet Rumi says in one place that garden is a ‘secret of god/asrar-e khoda.’ Elsewhere Rumi uses garden as a metaphor for further elaboration of mystical thoughts, such as ‘garden of heart or bagh-e dil,’ ‘garden of love or bagh-e ishiq,’ ‘garden of death or bagh-e fana,’ ‘gardens of truth or bagh’ha-ye haqayiq,’ and ‘garden of heaven or bagh-e behasht as opposite of garden of the world or bagh-e jahan.’

There is no doubt that these conceptions of garden in Afghanistan have been influenced by its deep Persianate and Islamicate heritage. The Quran, the Muslim holy book, actually has also vivid descriptions of gardens throughout its pages: “O Muhammad, give glad tidings to those who believe and do righteous good deeds, that for them will be gardens under which rivers flow…Quran 2:25.” While the Quranic conception of garden is an End Space or Final Space for believers in terms of god-human relationships, gardening has been a deeply social thing among Afghans and other peoples of Persianate societies. Bagh indeed refers in Persian, from an etymological perspective, to an enclosed area for pleasure, of aesthetic and social purposes. Ancient Persian and Islamic royals and aristocracies are known in history for their patronage of gardens. Mughal garden or gardening, described often as heaven on earth, is almost an entire field of studies among scholars of South and Central Asian societies.  

Although the earthly-built garden has indeed functioned as heaven on earth and as an imagined space between god and man in many Persianate and Islamicate societies across Central and South Asia, my father, now a state bureaucrat and a self-taught public intellectual, also enjoys this great symmetry of the divine and social, living a self-exiled life in Kabul while mulling on the loss of the past and a much-desired future world, in a village in which he was once a person of many identities: son of a Mullah who was known for having the most beautiful voice in calling to prayers, a young orphan who lost his father to an unknown disease, a hardworking-laborer of the great landlords of the villages, and a committed revolutionary of the Left. ‘Garden of my father,’ probably my father himself, owes this being of contradiction in reality to his current anxiety of both having a garden, and being a gardener.

About the Author:

Jawan Shir Rasikh is a doctoral student in South Asia Studies at the University of Pennsylvania. He studies the medieval history and culture of Persianate and Islamicate societies of Southwest Asia. His dissertation looks at the processes of Islamization of medieval Afghanistan and Pakistan. He is also interested in intellectual history, and in the problem of medieval Islamic geographical epistemology.  

DataRefuge Update: Quo Vadimus

There have been nearly 30 DataRescue Events as of this writing. Can you believe it? We're so proud and inspired by all the hard work of event organizers and attendees. You are amazing.

As you know, DataRefuge grew quickly from grassroots. As we've grown, we've been able to get a better view of the underlying problem that led us to need these efforts. We've discussed this in many places before, but to bring it home, I'll summarize again: Government information is not archived systematically or particularly well. 

This problem isn't confined to the government, it's true of most born-digital information. We take for granted that information on the web will remain on the web - especially if it's being maintained by a trusted source like the federal government. But it's never a good idea to keep all of your eggs in one basket.

This leaves a simple sounding solution: We need to put our government information eggs into some more baskets. This is where Climate Mirror and DataRescue Events come in. These amazing basket weaving brigades have done an amazing job collecting government information. However, in our view, these methods aren't the best way to ensure government information is archived going forward. Chickens keep laying eggs. So do other birds. And lizards. And spiders.

To address the issue of sustainability, we've been envisioning a reboot of the Federal Depository Library Program wherein libraries will take on the responsibility of archiving the data and information of specific agencies in a distributed, coordinated way. And the more we think about the problem, the more complex we see it is. People in the library community have been thinking about this problem for years. As have people in the open data community and people within government agencies and researchers from a variety of disciplines.

And yet the problem remains. Clearly this is not a problem we at DataRefuge are going to solve. We need to bring together the voices, view points, and knowledge of these different communities. That's the aim of the blossoming Libraries+ Network, where representatives from all these communities will join forces to map out this problem and start to envision realistic solutions at the kick off meeting May 8-9 this year. 

We really can't say enough about how amazing the work of DataRescuers and Climate Mirrorists has been. DataRefuge will continue to stand with the efforts of DataRescue and support the work of Storytelling going forward. We're also so excited to move forward alongside the Libraries+ Network. We hope however you can, you'll join us.

Data Rescue DC

Guest post by Katherine Garcia, Communications Director, Center for Open Data Enterprise. This post, "Meet the Data Rescuers," is cross-posted at Huffington Post.  

Meet the Data Rescuers 

There’s a nationwide grassroots movement that’s energizing scientists, environmental activists, technologists and librarians. These individuals, known as Data Rescuers, are passionate about open data—free, publicly available data that anyone can access and use, without restrictions. They have participated in events across the country as part of the DataRefuge initiative, which is “committed to identifying, assessing, prioritizing, securing, and distributing reliable copies of federal climate and environmental data so that it remains available to researchers.”

According to Bethany Wiggin, Director of the University of Pennsylvania program in environmental humanities and a DataRefuge organizer, the DataRefuge project provides an insurance policy to protect valuable datasets. Researchers are concerned that data, particularly climate and environmental data, could be made difficult to access or removed altogether in the future. This concern has prompted over a dozen communities to organize events in the past month, with more in the queue.

How is DataRefuge identifying the most valuable datasets? Through a public survey that was widely circulated to the Union of Concerned Scientists’ network. To take the survey, click here.

The Data Rescue movement came to Washington, DC in February. Hundreds of Data Rescuers participated in Data Rescue DC for a two-day event at Georgetown University.

Saturday 2/18 consisted of discussion sessions and a training for participants.

  • During the opening panel, representatives from the University of Pennsylvania, Georgetown University and New America led a teach-in on the history and importance of climate data.
  • During the second session, representatives from the Sunlight Foundation, University of Pennsylvania, George Washington University, Union of Concerned Scientists and a former Department of Commerce official discussed key issues around the vulnerability of open data.
  • During the training, volunteer guides met in preparation for leading the Data Rescue teams to make Sunday’s event as productive as possible.

On Sunday 2/19, students, data advocates, librarians and scientists participated in an archive-a-thon. They split into several working groups:

  • Seeders and sorters (technologists) identified important URLs on government agency sites. Those deemed “crawlable” by the Internet Archive’s web crawler were recommended for the End of Term Web Archive. “Uncrawlable” URLs were added to a spreadsheet for further research.
  • Researchers and harvesters (technologists) recommended the best approaches for capturing datasets and then constructed a meaningful and complete data archive.

Baggers and checkers (technologists) inspected the harvested dataset to make sure it was complete, conducted a quality assurance check and packaged the data.

  • Describers (librarians/scientists) created a metadata record for each archived dataset.
  • Storytellers (journalists/photographers) documented the day’s activities through social media posts, interviewed participants to create rescuer profiles, contacted reporters and blogged about the event.

So how productive was Data Rescue DC?

The participants ended the day energized and eager to stay involved. Open data is strong and getting stronger in Washington, DC.

Data Refuge Updates: almost 3 months

It's the day after Valentine's Day, and we still Love Our Data (be sure to check out IUPUI Librarian Heather Coates's cool project too)! The Data Refuge project is now nearly three months old. Here's some updates from the Refuge team:

Why did we open a Data Refuge?

We made a video (with all the babies) explaining why we launched Data Refuge and how it augments the work of our friends at the Internet Archive. In it, Librarian Kim Eke offers a 30-second history from print to digital and explains that the existing federal depository system was created for printed materials. (This system "pushes" materials out to designated depository libraries.) For all the stuff born digital, we've got some catching up to do. 

Building a Libraries Network to support and expand Data Refuge 

Data Refuge is also hard at work to put our bucket brigade strategies developed with our friends at EDGI (Environmental Data Governance Initiative) on a more sustainable footing. To do this, we turned to partners at big research libraries. With the help of the Association of Research Libraries, we're organizing a meeting in early May to envision a Libraries Network: a consortium which can--systematically, comprehensively, and on an-ongoing basis--"pull" digital resources from adopted agencies. This idea builds on decades of research by librarians, including James Jacobs, Jim Jacobs, and others. (Check out their work on Free Government Information.) This is a fast-moving train, and if you'd like to hop aboard, please let us know.

Phase 1 of the Libraries Network project is up and running, and we hope you and/or your library will get involved. The nascent Libraries Network website (with evidence of our addiction to white boarding) points you to places where you can learn more about "How libraries can help rescue data." 

Widening our Storytelling Path

From the beginning of the Data Refuge project,  we encourage Data Resuce events to nclude a Storytellers path. It's crucial to remember: while the work of rescuing this data is technical, the reasons we do it are for health, of humans and of the many species who share the planet. Lots of environmental data are used to make decisions in everyday lives. So if you care about environmental health, it's important to document how and why you use data. That's why we're developing a robust Storytellers' Toolkit to include Portraits of Data Rescuers, Field Notes, and Three Stories in Our Town. We'll be talking more about the "Three Stories" project on Saturday at DataRescueDC, hosted by Georgetown and Johns Hopkins Libraries, and with our friend from New America, Denice Ross. Data Rescue event attendees--from Philly, Indy, LA, NYC, SFB, et al--who've taken the Storytellers path have stayed in touch; together we're working toward Phase II. And we're also looking to tell the stories of librarians who have hosted or attended DataRescue events! What does this work means to you? Write to us @ if you're willing to share your perspective on a new blog for libraries network.

Data Rescue Events Coming Up!

Thanks to the brilliant Brendan O'Brien, we've been able to move chunks of our workflow to  an app that walks event participants through the workflow of creating trustworthy copies of these data. 

The app comes just in time, too. There are five DataRescue events happening this very weekend: in Durham, New Hampshire at UNH, in DC at Georgetown and co-sponsored by Hopkins, in Boston at MIT, in Boulder at CU, and here in the greater Philly area at Haverford College! It's a perfect weekend to show the love and wrap up Love Your Data Week. Come out and Rescue some Unloved Data! See you soon.

Ecologies of Data Part II: Sound Service

Sound Service

Co-written by Roksana Filipowska and Maria Murphy 

How might ecologies of sound enrich networks of solidarity? The second essay for Ecologies of Data explains how sound bytes build a sonorous ecology of resistance and resilience. Various recordings of protest constitute the data points or nodes to a network, or “forest,” of voices and perspectives that have been traditionally marginalized by power regimes worldwide. As DataRefuge advocates for evidence-based democracy, Service Sound defines the edges and contours of democracy as a dynamic exchange, or an active assembly of oddkin, and asks you to contribute your sound to its growing database. Catch up on Part I here

-Patricia E. Kim

Service Sound is a growing database and project of international protest sound against Fascism. Coordinated by Penn PhD candidates Roksana Filipowska and Maria Murphy, the project aims to increase communication across national borders and give form to potential constellations of solidarity during a time of divisive politics.

The database was initiated with a call-to-action sent in early January 2017 inviting receivers to contribute a 5 to 10 minute audio recording saved as a .wav file. Other than these instructions, the nature of the sound was left completely open, encouraging creative uses of silence, silent interludes, whispers, pauses, and field recordings. The instructions related to the duration of the sound and its format ensured that the submissions would be compatible with Forester, an open-source software that generates a sonic “forest” of aleatoric music, or a composition where at least one element is left to chance.

Forester maps disparate sounds into overlapping patches within a vast space. Each aleatoric path gathers at least three sound files from the database, transforming a vertically-oriented list of titles into a horizontal plane of coexistence. While the current administration is enforcing exclusionary policies and engaging in mass deletions of persons and scientific data, Forester’s horizontal form maps a nonhierarchical landscape where disparate sounds and modes of expression coinhabit. The use of this free software to reimagine protest sounds across geographic distance offers a way to consider the universality and temporal immediacy of the current struggle against Fascism. Service Sound also explores issues of media ecology—each sound takes on new resonances every time the audio “forest” is regenerated at random.

Forester map, Sound Service. 

Forester map, Sound Service. 

The call-to-action was e-mailed to UPenn’s community and international artist collectives with the instruction to circulate onwards. Even prior to the current state-of-emergency given the bans on refugees and wall building, it was imperative that Service Sound would expand beyond our own networks to welcome voices, composers, noises, and sounding bodies rendered most precarious by racist, sexist, ableist, classist, and fascist policies. 

Within two weeks of the call-for-action, Service Sound acquired contributions from Mexico, Argentina, United Kingdom, Cameroon, Poland, and the United States. We entered the registered sounds into Forester and played the emergent compositions at the Women’s March in Philadelphia on January 21st.

Participants were asked to name their sound files so they are searchable within the emerging database. The act of registering or being registered in the eyes of the state has taken on renewed importance in the wake of threats to create various national registries as well as the activist potential to flood and undermine such databases. With this in mind, Service Sound transforms the language of the state from a surveillance mechanism into an invitation for participants to register a sound against fascism in a database that will comprise materials for the second component of the project, an upcoming Protest Sound Tool Kit. This free guide will offer tactics for mobilizing sound and remaining safe during marches and protests. Within this guide, the Service Sound database becomes a tool to coexist with protest song and chanting, while also combatting possible uses of sonic and ultrasonic weapons against civilians. 

"The Rich Gobble Taxes" is a recording of one Forester configuration featuring five different sonic contributions. This audio forest was played at the Women's March in Philadelphia on January 21st, 2017. 


Rather than merely reacting to the policies of the new administration, the project invites participants to consider the service that they would like their sound to perform, offer, serve, entrust, and create. It is not enough to negate fascist politics--now is a time to articulate causes, imagine alternatives, and recommit to actions and universal values that leap beyond the toxicity of party politics and current state apparatuses.

Co-authors and co-creators of Sound Service Maria Murphy and Roksana Filipowska at Women's March Philadelphia, January 21, 2017. 

Co-authors and co-creators of Sound Service Maria Murphy and Roksana Filipowska at Women's March Philadelphia, January 21, 2017. 

We, as Service Sound, stand for care, activism, tenderness, awareness, intimacy, and resilience. Approaching democracy as an ever-changing rich dynamic between the individual and the group, Service Sound encourages independent thought and collective action.

If you would like to contribute a sound and receive a Protest Sound Toolkit, please e-mail Roksana at rpfilipowska [at] The database and toolkit will both be hosted on .


Roksana Filipowska is a PhD Candidate in the History of Art at Penn. She was the 2015-16 Doan Fellow at the Chemical Heritage Foundation. Her dissertation analyzes artists’ experiments in thermoplastics and the way that theories of plasticity—or the propensity for change—found a material basis in synthetics between the years 1965 and 1975.

Maria Murphy is a PhD Candidate in Music at Penn. Murphy's dissertation is on the pioneering performance and multi-media artist Laurie Anderson. She focuses on Anderson’s work during the 1980s, which used sound technologies to address issues such as war, censorship, and the AIDS crisis.