AAG Conference Recap: Sessions, walking tour and print making workshop

In the last week of March, Rob, Juliette and Carla’s schedules were packed full with a week-long attendance at the American Association of Geographers (AAG) Annual Meeting, held in Detroit, Michigan. This was the first AAG for Juliette, and a return after many years’ absence for Carla and Rob. It must be said that the sessions certainly did not disappoint. The week was packed with sessions organised by the team and papers presented by them, but we also co-organised a tour of Detroit and a print-making workshop. Below we highlight some of the key moments from the conference.

Data, Housing and Planning I & II 

Prof. Rob Kitchin Presenting at the AAG 2025

Despite flying all Sunday and feeling jet lagged, the Data Stories team, along with co-organiser Dr. Taylor Shelton, had the (mis)fortune of having their first back-to-back sessions slotted for Monday, the very first day of the conference, at 8.30 am. A total of 8 papers were presented on the themes of data debates, deriving sentiment from housing on data, data narratives and the politics and complications of aggregating housing data. Rob Kitchin presented work from phase 1 of the project in a paper titled, Data debates in housing and planning: The data politics of facts and counter-facts. Overall, the papers presented in this session were excellent. If all goes as planned, a selection of these papers will become part of a special issue in a housing journal. We will update the blog with details when that happens. 

Theoretical Perspectives on Research Creation in Place and the Built Environment I & II 

Carla Kayanan presenting at AAG 2025

The second organised session was also held bright and early at 8.30 on Wednesday. Two back-to-back sessions brought together researchers and artists working at the intersection where social science methods and arts-based methods intersect. A total of 9 presenters used wide-ranging case studies (green and blue environments, transportation, disability, war, data dashboards) as well as a series of mediums (comics, workshops, storytelling, archiveology, sculpture, visual storytelling, photographs) to theorise research creation and the co-creation of knowledge. Carla Kayanan opened up the session with a paper titled, Exploring the synergy between artistic practices and academia in shaping the built environment towards research-creation methods. This paper builds on previous work on research creation but draws from longer engagement with the first set of artists in residence. 

Juliette Davret presenting at AAG 2025

The final paper-related event occurred on Thursday with Juliette Davret presenting the paper Rethinking datafied movements: A critical comparison of direct action and lobbying as data activism in an urban context. This paper was accepted in Dr. Eugene McCann and Dr. Magie Ramirez’s pre-organised session, Futures of organizing and the urban: Confronting crisis in theory and practice. 

Exploring beyond the conference 

Outside of Huntington Place’s walls, the convention centre that housed the AAG, the Data Stories team members engaged in events that gave them the opportunity to experience Detroit’s built environment and its artistic community. On Thursday afternoon, Detroit scholar and historian, Dr. Patrick Cooper-McCann, took a group of Irish Geographers on a walking tour of downtown Detroit. 

Walking Tour of Detroit at the AAG 2025

The walk consisted mostly of discussions outside of buildings along Woodward, however we did enter the Guardian building and the Whitney hotel. 

Finally, on the last day of the conference, Data Stories team members tagged along with Australian Geographers to attend a workshop by visual artist and printer Wendy Murray hosted in the workshop of Amos Paul Kennedy Jr. Wendy kindly took a morning to share her love of printing with the group. As part of the event, Dr. Kurt Iveson lead us on a walk of Wendy’s Detroit neighbourhood while the group, per Wendy’s request, focused on emergent feelings from the walk. These sentiments were then used to co-create a series of prints that Wendy then gifted to us. Additionally, though absent on the day, Amos had generously prepared a series of prints to present to our group. We cannot encourage you enough to purchase Amos’s beautiful and recently released book, Citizen Printer, and to read more about him and his work in this 2024 article by Charlotte Beach. 

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CATU Eviction Nation report launched

On Saturday 29th March Eviction Nation was launched at Connolly Books. This report, published by the Community Action Tenants Union, provides analysis of legal and illegal evictions since 2015, based on dispute outcomes published by the Residential Tenancies Board (RTB). The report outlines failures of regulation which allow evictions to take place on a widespread scale.


Photo: Over 60 people gathered in Connolly Books to launch the Eviction Nation report, credit Job van Aken

The CATU eviction database group has been working on the project for over a year and a half, coordinated by Fiadh Tubridy. The project has grown out of years of landlord research conducted by CATU members to defend fellow members against eviction. Two researchers from the Data Stories team, Samuel Mutter and Danielle Hynes, joined the eviction database group in early 2024, contributing alongside those already undertaking the research, including Utrecht University researcher Anushka Dasgupta and independent researcher Michelle Connolly, as well as many others.


Photo: James Corscadden, the software developer who created the topevictors.ie website, discusses the work, credit Danielle Hynes

The project included two key outputs: a website and report. The website launched in late February, and includes an interactive map of all evictions in Ireland recorded within RTB data from 2015-2024, and profiles the landlords responsible for the highest number of evictions, showing their influence on the housing system and the lives of tenants in Ireland as well as the strategies they use to evict tenants, with further detail and analysis provided in the report.


Photo: Printed copies of Eviction Nation for sale at the launch, credit Job van Aken

The website reveals 353 officially recorded illegal evictions between 2015 and 2024, as well as 4,524 eviction orders issued by the RTB – these are ‘legal’ evictions which have come through the RTB disputes process. The analysis of legal evictions was aided by Data Stories team member Oliver Dawkins, who assisted in gathering the RTB data held in individual scanned PDFs, made the documents text-searchable, and used advanced data processing techniques to extract the required information.

A key finding of the research was that both small landlords, who may only own a few properties, and large landlords including corporate real estate investors and Approved Housing Bodies, often evict tenants in pursuit of profit. Small landlords are disproportionately responsible for the violent, sensational types of illegal eviction that occasionally catch media attention, and can give rise to the narrative that it is only ‘a few bad apples’ that mistreat their tenants. However, large landlords are responsible for a growing proportion of total evictions, reflecting the growing consolidation of the rental market in Ireland and the fact that these actors have the knowledge and resources to follow the relatively simple process to evict their tenants legally. While small and large landlords have different ways of dealing with tenants, in both cases their business models can involve eviction.

The less dramatic, and entirely legal evictions are often just as devastating for those forced out of their homes. Ultimately, the strategies of both small and large landlords are motivated by private profit and both are deeply harmful to tenants. Work such as the Eviction Nation report and the landlord database website, collectively undertaken in order to assist tenants to organise and defend against eviction, are essential in challenging the injustice of widespread evictions.

At the launch, data visualisation expert Rudi O’Malley presented work he has created with the data gathered by the CATU eviction database team. The visualisation, named Snakes and Landlords, presents some aspects of the research in a digestible, interactive format, highlighting some of the key findings of the research.


Photo: Rudi O’Malley presents his data visualisation to the delighted crowd, credit Danielle Hynes

Enormous thanks to everyone who contributed to the project, and to those who came on the night and engaged with great discussion, questions and ideas for next steps for the project. Physical copies of the report are available for purchase at Connolly Books, The Library Project and Little Deer Comics, Dublin.

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New paper: Data mobilities

Our paper on data mobilities has been published in the journal Mobilities. Based on work undertaken for the Local Government Management Agency, the paper reconsiders how data is shared and circulated is conceptualised: in our case, using the empirical example the development and control functions of the Irish planning system.

Kitchin, R., Davret, J., Kayanan, C. & Mutter, S. (2025, online first) Data mobilities: rethinking the movement and circulation of digital data. Mobilities https://www.tandfonline.com/doi/full/10.1080/17450101.2025.2481309

Abstract

The mobility of data has been variously described as data: flows, streams, journeys, threads, transfers, exchanges, and circulation. In each case, data mobility is conceived as a movement from here to there; that data moves along a chain of receivers and senders. However, we contend that the metaphors of data flows (or journeys, threads, etc.) does not reflect well the processes by which digital data are shared. Rather, we propose moving from a metaphorical conceptualisation to a description of the actual mechanisms of mobility. Through a case study of the planning data ecosystem in Ireland, we detail how data replicate (replica copies produced), with the original source retaining the data and a new source gaining it, and data proliferate (multiply) across systems and sites when made available. As data replicate and proliferate, they are transformed through processes of data cleaning, data wrangling, and data fusion, producing new incarnations of the source data. Importantly, this rethinking of data mobility makes clear how and why various data incarnations are produced and, in so doing, create fundamental issues regarding the integrity of data sharing and data-driven work, the repeatability, replicability and reproducibility of science, and data sovereignty and the control of data use.

Keywords: Data mobilities, data journeys, replication, proliferation, data frictions, data seams

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Call for papers – Special Session at 4th Digital Geographies Conference, 3-4 November 2025, Lisbon.

Data Voids: Understanding Digital Geographies of the Built Environment through Negativity and Refusal 

Session Organisers: Danielle Hynes & Samuel Mutter 

Emerging work in cultural geography has called on researchers to consider the (im)potential of ‘negative’ spaces and affects, asking what can be done with voids, limits and (in)capacities of different kinds (e.g. Bissell et al, 2021). Meanwhile, across media and cultural studies, critical data studies and feminist and political geography there is growing attention to the possibilities of refusal (e.g. James et al., 2023), particularly refusal as a collective and generative response to datafied systems. Both bodies of work are concerned with gaps, absences, silences and negation, though with varied foci and orientations toward action. 

Our session seeks to bring these literatures into conversation, with a particular focus on digital data and the built environment. 

The governance of built environments is increasingly informed and narrated through digital data – from ‘evidence-based’ planning, to the modelling of land/housing markets, and uses of ‘proptech’ to facilitate investment or discipline tenants, data seem almost as foundational as bricks and mortar. Yet such data are often characterised by absences, gaps and silences. Such absences prompt initiatives to fix, ‘free’ and/or repurpose the data in order to enhance access and transparency. However, recent work problematises transparency as a universal response to data-driven systems, pointing to refusal and data justice as approaches pursuing a structural shift relative to data harms. 

The session will seek theoretical and empirical contributions pertaining to questions including, but not limited to: 

  • What might an attention to data voids from the perspective of negative geographies and refusal illuminate? 
  • How do absences of data shape the built environment? 
  • How do acts of refusal in the face of data-driven governance generate meaningful political and spatial alternatives? 
  • How might methodological approaches to data be developed or reconceived through working with refusal and negativity? 
  • How do we reckon with refusal alongside the politics of data suppression? 
  • How do we register what or who is left absent (unbuilt, unseen or unheard) by/through data in its shaping of built spaces? 

Papers from this session will be considered for a potential Special Issue in a relevant journal.

Submit abstracts (max 250 words) by *April 30, 2025* here, selecting Special Session 8. 

More information about the conference can be found here. 

Notifications of acceptance will be sent by *May 15, 2025*. 

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Call for papers – The use of research creation and arts-based methods in studying housing, planning and the built environment

Call for papers, with travel bursaries 

The use of research creation and arts-based methods in studying housing, planning and the built environment
9 – 10 September 2025
Maynooth University, Ireland
Organisers: Rob Kitchin, Carla Maria Kayanan, Juliette Davret and Oliver Dawkins  

We are seeking participants for a two-day workshop that will explore the use of research creation and arts-based methods in studying housing, planning and the built environment. The workshop is organised as part of the ERC funded project, ‘Data Stories: Telling Stories about and with Planning and Property Data’ (https://datastories.maynoothuniversity.ie/). 

We are offering: 

  • 10 travel bursaries for speakers, 5 up to €800 with 3 night’s accommodation (for beyond-Europe travel) and 5 up to €250 with 2 night’s accommodation (for within-Europe travel). The bursary is open to doctoral students, early career researchers, senior academics and artists. 
  • 3 travel bursaries for doctoral students to attend the workshop of up to €250, plus 2 night’s accommodation.  

Workshop focus  

Over the last two decades, there has been a turn towards using creative and arts-based practices within social sciences to research aspects of society. Research-creation is an approach that utilises creative and arts-based practices and methods throughout the entire research process from the formulation of a project, through its enactment, to its dissemination (Loveless 2019, Truman 2021). Methodologically, such research might use various forms of creative writing (e.g., speculative fiction, poetry, short stories, creative non-fiction), art and craft practices (e.g., painting, photography, sculpture, textiles) and performance (e.g., theatre, film-making, music) as participatory methods to generate shared insight into an issue. Using a research creation approach provides opportunities for opening up new ways to conceptualise and understand issues related to housing, planning and the built environment.  

This workshop aims to explore and theorise:  

  • the potential of research creation as an approach for making sense of housing, planning and the built environment; 
  • the implications of different artistic / creative practices for the co-production of knowledge  
  • the implications of different models of collaboration (e.g. the artist plus researcher pair vs. the artist doing research/researcher doing art)  

We are open to other exploring and thinking through other relevant issues and questions. While we will organise traditional paper-based sessions, we are also open to alternative modes of presentation and session formats. Following the workshop, selected speakers will be expected to contribute a full chapter to an edited academic book of the workshop proceedings. 

We invite applications to attend the workshop from scholars, artists and scholar-artists who are using a research creation approach or arts-based methods to conduct housing, planning and built environment research. We seek contributions that emphasise epistemological inquiry rather than those that primarily showcase the outputs of using arts-based methods. Papers that critically consider arts-based methods in the social sciences, engage with data, and focus on housing, planning, and property will be prioritised.

Application process 

To apply to present a paper and receive a travel bursary please submit a short cover letter explaining why you would like to attend, a title and a short abstract (150 – 200 words) to both carla.kayanan@mu.ie & juliette.davret@mu.ie (using the subject line ‘CFP RESEARCH CREATION WORKSHOP’) by 14th March 2025. 

To apply for a doctoral student travel bursary to attend the workshop please submit a cover letter explaining why you would like to attend to both carla.kayanan@mu.ie & juliette.davret@mu.ie (using the subject line ‘BURSARY RESEARCH CREATION WORKSHOP’) by 14th March 2025. 

A decision on selection will be made by 14th April 2025. 

For any queries please jointly email carla.kayanan@mu.ie & juliette.davret@mu.ie 

 

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What Data Can’t Hear workshop

On December 1st 2024 an interdisciplinary group of researchers gathered at UNSW Sydney on unceded Bidjigal land, gathered around the question ‘what can’t data hear?’ The day involved presentations, provocations, discussion and reflection that explored the implications of the datafication of the social world for processes and practices of political voice and listening. Throughout the day, participants considered questions around the increasing ubiquity of datafied voice and listening in a context of widespread neoliberalism. This blog post overviews some of the discussion generated through the workshop. The full program, including abstracts and bios from each speaker, is available here. The workshop was convened by Associate Professor Tanja Dreher, Dr Poppy de Souza and Data Stories post-doc, Dr Danielle Hynes with excellent and essential assistance from Mitchell Price.

Questions of what is left absent when voice and listening are increasingly datafied within neoliberalism are relevant across many topics and disciplines, including (to name just a few) health, housing, education and politics. Reflecting this, the workshop was split into two broad themes: housing and care. The workshop was split into 5 sessions; 4 involved presentations from speakers followed by short discussion, and the final hour was dedicated to discussion and reflection between the whole group. The names of each presenter and a brief word on the focus of their presentation is included here (check out the program for full abstracts of each presentation and a little more detail on the premise of the day).

Housing

  • Claire Daniel – Platformisation of urban planning
  • Sophia Maalsen – Know your Landlord: Bringing attention to data silences
  • Linda Przhedetsky – Being ‘known’ and ‘unknown’ by algorithmic systems in rental housing
  • Alistair Sisson – On counting homelessness: The ambiguous function of By-Name Lists
  • Chris Martin – Rental vulnerability, advocacy and assistance
  • Jacek Anderst – Social housing waitlist data invisibilising housing needs of Aboriginal and Torres Strait Islander people

Care

  • Georgia van Toorn – Ontological misrecognition: Datafication of support plans in the NDIS undermining self-determination
  • Andrew Whelan – Big mental health data for care-less futures
  • Linda Steele – Disability, violence and reparative justice
  • Poppy de Souza – (Un)training the algorithm in an age of datafied (non)care
  • Mitchell Price – Speaking against oneself
  • Diane Stapleton – Desire at the heart of datafication: trans visibility and trans erasure

The remainder of this post recounts some of the discussion that was generated throughout the day.

Image: Workshop participants in discussion

The day began with a focus on housing, generating questions around the tension between platform values and public values, and the increasing dependency of public institutions on platforms in a context where public institutions are increasingly reliant on, and providing funding to, private platforms to facilitate urban planning. The trend of power imbalances being exacerbated through these platforms is not unique to planning and housing, and participants noted there may be a possibility of alliance building across different areas in relation to this.

Discussion following the second session, also focused on housing, generated questions around lived experience/lived expertise, and how we might better attune to and present lived expertise as a vitally important way of understanding how data driven systems works in practice and impact people. Participants noted that it is important to begin with strength based, rather than a deficit based perspective – understanding that lived expertise can constitute forms of knowledge that contribute to theorising and conceptualising how things work, not only descriptive story, or trauma focused (as important as these contributions also are). People impacted by datafied systems use innovative methods of ground truthing to find ways to function/survive within systems that influence their lives, such as (in a social housing related example) driving around town to figure out which properties are empty and requesting to be housed in these specific properties, challenging claims that ‘nothing is available’. The session concluded with a caution; lived expertise can be incorporated into larger systems without meaningfully affecting change, potentially co-opting the potential of this type of knowledge. This theme was to recur throughout the day.

Moving to a focus on care (and acknowledging that care and housing are deeply intertwined), conversation revolved around the importance of mutual recognition, the social nature of identity formation and the difficulty (or impossibility) of fulfilling the need for human recognition of experience and identity through datafied systems. This surfaced across conversations about the datafication of multiple aspects of healthcare, including support plans in Australia’s National Disability Insurance Scheme (NDIS), mental health, and violence and disability. Also prevalent in this conversation was the individualisation of proposed datafied solutions to what are often social problems. Certain values come to be baked into these systems, and these values can be obfuscated. It is important to interrogate how these values come to exist within these systems, and how they are secured.

Important in this discussion was challenging the view that all that is needed is more/better data, and bringing in the idea of reparations. For example, NDIS support plans, plans that are specifically targeted to individuals which are intended to name their self-defined goals and the supports needed to achieve those goals. To be effective, these plans must be monitored and updated continually. An algorithmic system is used to generate a blueprint of support plans for individuals, and the combination of algorithmic bias and funding cuts means that what is meant to be a basic blueprint reviewed carefully by an expert, can become the final support plan without sufficient review. Linked to this was bringing into the conversation the long history of diagnostic criteria that is grounded in eugenics, and the close ties this has to colonialism – noting that bringing the concept of disability into Australia has been part of the violence of the settler colonial project.

Following this the conversation moved to another aspect of care, that people do care about stuff; and the questions were raised ‘how can we recognise and honour what people care about, and recognise the systems that corrode care and make it difficult? Is there another way we could organise our societies?’ One point to follow in response to this is valuing the interdependent and collective nature of care, linking to the history of disability justice movements. Within this exists a tension – at times people are able to build collective, peer led mutual aid groups that provide mutual support, but the existence of such groups may be taken as an opportunity to gut the state aspect of support provision.

Image: Mitchell Price and Associate Prof Niamh Stephenson

Finally, we concluded the workshop with a reflective session. Throughout the day everyone had access to blank index cards, bringing an analogue element into play as we wrote thoughts, questions and points towards a manifesto on these cards. These served as prompt for our final discussion, and were collected and transcribed by Poppy de Souza (thanks Poppy! More to come from this soon). What is written here arose from the verbal discussion, rather than the index cards. Discussion focused on a few themes: the politics of (in)visibility and transparency, how to interrogate the values embedded in systems, what constitutes ‘enough’ data, and the importance of attending to history.

There are tensions around the value and politics of visibility and transparency. Thinking about theories of change and transparency; while transparency is an important principle, it isn’t necessarily clear how it can activate change (as some of the workshop participants have written about). It’s important to remember that transparency and visibility are not end points in themselves – a transparent system may well be unjust and uncaring. Related to this, it is vital to look at the values embedded in systems, more transparency without shifting embedded values will not activate change. A participant asked, ‘how is it possible to understand what values are embedded in systems?’ Some methods suggested included:

  • Discourse analysis and critical discourse analysis
  • Looking at resource allocation/follow the money, e.g. the Australian Tax Office is not sufficiently resourced to investigate/recover corporate tax fraud, but it is highly resourced when it comes to investigating welfare fraud, what value does that represent?
  • Exploring ‘at what point does it stop being possible to see?’: looking up, tracing a system, where is the point that we can’t see anymore. That is a value project, when does it become possible to obfuscate (e.g. resource allocation, values, who’s involved)
  • Looking to perverse outcomes, such as people seeking a type of social housing that doesn’t meet their needs because they know the wait time is shorter for that housing type and that in turn being interpreted as a reflection of the demand for that type of housing, or homelessness By-Name List numbers going down being celebrated as representing a reduction in homelessness when it really represents disenchantment with the system from service providers and people experiencing homelessness and a lack of resourcing for staff to add people to the list. Perverse outcomes such as these show cracks, that the system can never fully recuperate what it claims to represent.

At what point do we have ‘enough’ data? Particularly when it comes to cases where people have shared their stories, their trauma, and there has been little or no action. In these cases the call cannot be ‘we need more data’. The data needs to do something/something needs to be done with it.

Finally, and fittingly, came the reminder about the importance of attending to history, and always asking ‘are the problems and issues with data and datafication new, or are they extensions of existing patterns, systems and power relations? What precisely is new or different?’ Categorisation has long been an essential element of colonisation – the process of dividing and naming. Digitalisation and datafication are also about splitting and demarcating. The digital at its heart is a system of 0s and 1s, a binary system, and there are certainly things that the binary can’t hear.

Some key overlapping themes throughout the day were:

  • The importance of hearing/listening to lived experience/lived expertise as data
  • Attending to perverse outcomes of data generation/collection/analysis
  • Why collect data and what is ‘enough’ data? This linked to theories of change (what is the intended outcome of collecting this data? How will it change things?), data saturation (is collecting more data about this necessary?), and data collection as procrastination (rather than doing something about an issues, are we instead collecting more data about it? Is more information truly needed, or is action needed)

We would like to extend an enormous thank you to all the presenters, facilitators and participants for their generous and generative contributions throughout the day.

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New Book: Critical Data Studies

The Data Stories project is please to announce the publication of a new book – Critical Data Studies: An A to Z Guide to Concepts and Methods – authored by Rob Kitchin and published by Polity Books.

The book is available as an open access download, as well in paperback and hardback, from the publisher website.

The book provides a glossary for the field, consisting of 413 entries about key terms. Each entry sets out a definition, a descriptive overview, and further reading.

The text is designed to be a pedagogic resource that enables students and researchers to look up terms that might be used in the classroom or in publications but in a way shorn of a detailed explanation of their meaning, and to act as a guide for discovering ideas, concepts, and methods that might be of value in their studies and analysis.

This information sheet lists all the entries by topic, which provides an overview of the content and might be useful for those seeking related sets of concepts and methods.

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Data Life Conference recap!

Authors: Juliette Davret  

On November 5th, Juliette Davret organized the DATA LIFE conference, which brought together researchers and professionals for a day of thought-provoking discussions on the multiple dimensions of data life. Supported by INTERSSECT knowledge hub, alongside the DATA LOSS and DATA STORIES projects, the Centre for Culture and Technology and the Aesthetics of Bio-Machines, the event provided a platform to critically explore the multifaceted dimensions of data. As big data and artificial intelligence reshape our world, the questions surrounding data production, management, and usage become ever more critical.

Credit: Kathrin Maurer 

The conference began with a keynote address by Stefania Milan from the University of Amsterdam, a leading voice in critical data studies. Milan’s talk explored the dilemma of democracy through data, addressing issues of governance, data infrastructure and citizen action. She showed how data infrastructures make and un-make publics by producing data that guide and shape regulation, as well as by disciplining individuals as they participate in social and political processes. Her presentation set the tone for the day, emphasizing the importance of a critical perspective on the role of data in shaping social and political structures.

Credit: Juliette Davret  

The main discussions were organized around three sessions, each addressing different ethical and societal implications of data in our world.

The first session critically explored the socio-political implications of data systems and communication across various societal contexts. The session consisted of 5 papers. Danielle Hynes and Samuel Mutter (Maynooth University) presented an analysis of ‘data narratives’ of the Irish housing and planning pipeline across a range of documents produced by different stakeholders, identifying three different narratives – governance, commercial and ideological – critically analysing their affordances and considering potential valences. The paper examined how these narratives, often overlapping and partial, shape the discourse around housing, planning and property, and highlighted the socio-political and theoretical implications of combining data and narrative in this context.

Then, Matthias Leese’s (ETH Zurich) paper examined how police information systems, often characterized by makeshift “silos,” reflect a creative, improvisational approach to managing data, particularly in relation to vulnerable populations. It argued that such bottom-up, bricolage practices, rather than rigid top-down control, can effectively support the care functions of the police, particularly in social services.

Irina Shklovski’s (University of Copenhagen) paper explored the complex and paradoxical nature of achieving data quality in the creation of training data for medical AI systems. Through an empirical investigation of data experts working in medical AI, the paper examined how dimensions of data quality—accuracy, structure, timeliness—are pursued within the constraints of regulatory compliance and practical limitations. It found that data quality functions as an aspirational yet unattainable ideal, shaped by compromises inherent in the production process.

Jef Ausloos (University of Amsterdam) paper critically examined the concept of the “academic data gaze,” exploring how academia’s engagement with data and digital infrastructures is shaped by, and reinforces, power dynamics and extractive logics rooted in historical and contemporary political economies. Inspired by Beer’s notion of the data gaze, it argued that academia’s increasing reliance on data-driven methods legitimizes claims of objectivity, neutrality, and universality, while obscuring the historical complicity of scientific research in oppressive systems. The paper called for a reflective praxis that interrogates the costs and exclusions of data-centric knowledge production, urging academia to confront its role in perpetuating inequities and epistemic harm.

Klaus Bruhn Jensen’s (University of Copenhagen) paper proposed a model of human-machine communication (HMC) that adapts Stuart Hall’s encoding/decoding framework to explore how humans and machines co-construct meaning through socially and computationally contextualized codes. By incorporating metacommunication, the study examined the political, ethical, and discursive dimensions of HMC, addressing challenges in aligning human-human, human-machine, and machine-machine interactions within communication theory.

From police and urban planning data management to the role of data in academic research and healthcare, this session showcased the tensions between ideals of transparency and objectivity and the realities of data practices, while highlighting the ethical and political challenges associated with contemporary data infrastructures.

Credit: Juliette Davret 

The second session brought together diverse explorations of data through artistic, curatorial, and critical research, examining how data practices intersect with human experience, memory, ethics, and psychology. Magdalena Tyzlik-Carver (Aarhus University) introduced Fermenting Data, a curatorial and research project that blends fermentation practices with data processing to explore what it means for data to “get a life”. Through workshops, exhibitions, and open-access tools, the project reclaims data as a common, accessible practice, using fermentation as both metaphor and method to challenge extractive data practices. It proposes a symbiotic, more-than-human approach to data processing, inspired by the transformative properties of bacteria, to foster ethical, tangible, and inclusive engagements with data.

Then, Kristin Byskov and Tina Ryoon Anderson (Norwegian University of Science and Technology) examined the intersection of memory, intimacy, and technology through Labyss by The Algorithmic Theatre, an experimental performance that critiques “digital amnesia” and explores the implications of AI-driven memory-learning software. By combining performing arts, visual arts, and programming, the project investigates how memories can be digitized, the ethical and social dimensions of such practices, and how artistic research methods can deepen understanding of our evolving relationship with algorithmic technologies.

Shirley Chan’s (Lund University) presentation investigated the challenges of preserving and understanding the data generated by online fandom communities over time, focusing on how platforms like Reddit and Tumblr shape data creation, circulation, and representation. Through ethnographic methods, the work explored the infrastructure of fandom, its dynamic contexts, and critical events, offering insights into how preservation efforts can enable meaningful future access and interpretation of today’s digital cultural practices.

Finally, Paul Heinicker’s (FH Postdam) paper introduced the concept of “data sadism” to explore the unconscious desires driving data production, arguing that alongside rational motivations like knowledge, economics, or power, irrational and pleasure-driven dimensions shape our engagement with data. By extending Jacques Lacan’s sadistic schema, it critiqued the often-overlooked psychological underpinnings of data processes, aiming to make these hidden dynamics visible and enrich psychodynamic critiques of data practices.

From reclaiming data through fermentation as a more-than-human, ethical practice to exploring the implications of AI-driven memory and digital amnesia, this session highlighted innovative approaches that challenge traditional data processing and question the emotional and psychological dimensions behind our engagement with data in contemporary society.

Credit: Juliette Davret  

The third and last session of the day explored the evolving practices and political implications of data deletion and retention within state and law enforcement contexts, focusing on how digitalization reshapes governance, accountability, and power dynamics. First, Frederik Schade’s (University of Copenhagen) paper examined the shift in state bureaucracies from “cultures of destruction” to “cultures of deletion” within the context of digitalization, focusing on how deletion, unlike destruction, is intrinsic to computational systems, reversible, invisible, and framed as sustainable. Using the Danish government as a case study, it explored the political and administrative implications of deletion’s programmability and automation, highlighting its dual potential to enhance efficiency while complicating oversight, sovereignty, and accountability in digitalized democratic governance.

Next, Megan Leal Causton (Virje Universiteit Brussel) examined “archival frictions” in European law enforcement data governance, focusing on the tensions between Europol and the European Data Protection Supervisor (EDPS) over data curation and deletion from 2019 to 2024. Using a transdisciplinary approach combining archival studies, criminology, and critical data studies, it highlighted how these frictions shape institutional power dynamics and the socio-political dimensions of data governance, contributing to debates on data power, politics, and transparency.

Vanessa Ugolini (Virje Universiteit Brussel) concluded the third panel of the conference with a presentation on how data dies. This paper explored the concept of the “death” of data within EU security and border management, analyzing socio-political and technical aspects of data retention, anonymization, depersonalization, and erasure. It highlighted the need to consider the lifecycle and decay of data, emphasizing its implications for power structures and the re-purposing of data across large-scale information systems.

From the shift in bureaucratic cultures from destruction to deletion, to archival frictions in European data governance, and the “death” of data in security and border management, the session critically examined the socio-political and technical challenges of managing data lifecycles, highlighting the complex relationships between data, authority, and transparency.

Credit: Juliette Davret  

The conference concluded with an inspiring talk from Rob Kitchin of the University of Maynooth, who discussed the concept of data ecosystems and mobilities using the case study of the Irish planning system. He emphasized the fact that the data flow metaphor does not adequately reflect the sharing and circulation of data. Kitchin encouraged participants to develop more theoretical and conceptual frameworks for understanding data mobility, given its essential role in the management and governance of society.

Credit: Juliette Davret  

The DATA LIFE conference underscored the importance of taking a multidimensional approach to understand the complex impact of data on our world. By examining power structures, quality, biases, historical contexts, and regulatory challenges, speakers offered vital insights into the influence of data. The gathering of researchers and practitioners highlighted the need for critical and collective reflection, emphasizing that data, far from being a simple flow of information, is both a reflection and a driver of social dynamics, setting the stage for future exploration in the field of critical data studies.

A very special thanks goes to Kristin Veel, Nanna Bonde Thystrup and Louis Ravn from the University of Copenhagen for their help in organising this conference.

Event page: https://artsandculturalstudies.ku.dk/research/daloss/events/2024/data-life-conference/ 

 

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Exploring Activist Narratives through Immersive Storytelling

Oliver Dawkins (Data Stories – Maynooth University) and Gareth W. Young (TRANSMIXR – Trinity College Dublin)

Last week, we had the privilege of presenting a series of XR Masterclasses at Dublin’s BETA Festival. The workshops were designed to help participants explore the possibilities for creating and sharing activist narratives and stories using extended reality (XR) technologies like virtual and augmented reality (VR/AR).

The sessions were proposed by BETA to support their presentation of the immersive augmented reality experience Noire. Noire tells the story of Claudette Colvin, a 15-year-old black girl who refused to give up her seat on a segregated bus in Montgomery, Alabama, one day in March 1955. Until writer Tania de Montaigne retold this story, it had largely been forgotten and overshadowed by a similar encounter involving Rosa Parks nine months later, made famous through the support of Martin Luther King. Noire uses Microsoft Hololens 2 headsets and spatialised sound to restage Claudette’s earlier encounter in holographic form for six simultaneous participants who share that space in mixed reality.

Taking a creative lead from Noire, our workshops invited participants to explore the use of similar technologies to create and share their stories about activist causes. In particular, we focused on demonstrating the potential for new forms of previsualisation and immersive storyboarding using VR headsets (Meta Quest 2) with open-source software (Open Brush), which is free to use and enables users to draw scenes and environments from the inside out. Participants draw or paint a scene around them in three dimensions. In this way, they get an immediate sense of what the scene will feel like when they share it as an immersive experience for others. The tool can be used to quickly sketch ideas in 3D but offers excellent scope for painterly expression. Using Open Brush with the Meta Quest headset’s ‘passthrough’ mode also lets designers test what their creations might look like in mixed reality at a fraction of the cost of the more expensive Hololens headsets.

Each session started with an introduction to Noire and a discussion with their team members. In our Tuesday session, we were joined by Emanuela Righi and Louis Moreau, who discussed the production and technology involved in Noire. Tania De Montaigne joined us for our Wednesday session to discuss narrative and storytelling. After a brief break, we moved to a broader discussion of XR technologies and their use in storytelling with the aid of technologies like volumetric video capture and 360° cameras. While volumetric video is fully spatialized, it is costly to produce and generates unwieldy volumes of data that must be processed. 360° video, by distinction, is cheaper to produce but typically limits movement to three degrees of freedom, with the viewer effectively stuck in a bubble. Both have different affordances with different implications for accessibility, interaction, and immersion, impacting the types of experiences that can be created and how they are produced. The unique characteristics of XR require adjustments to traditional storytelling methods.

We also considered the importance of realism and artifice with reference to the documented experiences of users in VR who have reported great feelings of immersion and empathy even toward 3D animated content, suggesting that these are not as dependent on realism as we might suppose. Hence, immersive media show great potential for engaging creators and users in their capacity to affect and be affected by digital media in performative virtual and mixed-reality environments through which users can enact their imagination in ways that can support empathy and identification with a character or cause. At the same time, creators need to be authentic and take responsibility for the stories they tell. They must engage with their subject fully to ensure its validity and veracity. In particular, they must ensure that their production does everything possible to respect the ethics and privacy concerns relevant to their subject material, mainly when representing individuals. These concerns extend to issues of accessibility and inclusivity by ensuring that creators recognize the needs, capacities, and diversity of their intended and potential audiences.

To introduce the practical component of the workshop, Gareth demonstrated the use of Open Brush by streaming the video feed from his VR headset to a shared screen in real-time. Visitors then put on the headsets we provided and worked on their own scenes for about 50 minutes. While some participants took our prompt and worked on storyboarding a scene with activist or empathetic intent, others were satisfied exploring the capabilities of the tools. Both Louis and Tania from the Noire team participated. While Louis was familiar with the technology, Tania had less experience with headsets. Tania was initially skeptical about how her experience would be due to her prior understanding of VR as an isolating technology. However, the activity felt much more connected and collective with the headset’s passthrough feature enabled. Tania enjoyed painting in 3D as much as our other participants, who all became deeply engrossed in the scenes they were creating.

For the workshop’s final part, we asked each participant to talk about what they created and share it with the other participants. On the first day, technical difficulties prevented each person from streaming their video feed, so each took turns trying each other’s headsets after a brief description of what they would see. On the second day, we fixed the issue with streaming the video so each participant could provide a tour of their creation from within the headset.

In each case, the embodied testing of each other’s scenes, rather than merely seeing them on the screen, had the most impact for our participants. What came across in the session was the unique value of being able to both create scenes and share the creations of others in a fully spatialised and embodied way. We also saw the potential for the development of unique personal styles of expression by way of comparison.

We concluded the session by suggesting creative next steps for participants who wish to develop these new workflows further. We thanked both the participants and the team from Noire for their inspiration and kind participation. Moving forward, Gareth and I are excited to explore the potential for immersive storytelling in new research and hope to encourage others to pursue their own journeys in the XR field.

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Summer School on New Social Housing

[Image source: Research Centre for New Social Housing, TU Wien]

From 16 to 20 September 2024 Data Stories post-doctoral researcher, Danielle Hynes, attended the 2024 Summer School on New Social Housing. This was the seventh edition of the annual summer school, and this year it was held as a collaboration between TU Wien, the University of Vienna and the University of Applied Arts Vienna.

Fourteen participants came from many parts of the world to learn about the past and present of the Viennese model of social housing. As the theme this year was ‘housing experiments revisited’, there was a particular focus on the past, with the participants visiting a number of housing experiments in Vienna. These included the Heimhof ‘one kitchen house’, or Einküchenhaus, a 1920s experiment in liberating women from the kitchen, which was abandoned with the rise of Austrofascism and the building was renovated to add kitchens to each of the apartments. Heimhof is now municipal housing, with beautiful rooftop gardens and onsite childcare.

[Image source: Danielle Hynes. A historical photo of one of Heimhof roof terraces, where the students now stand and hear from cultural studies scholar and historian, Marie-Noëlle Yazdanpanah, about the history of the building]

We also visited housing cooperative Sargfabrik (which translates to coffin factory, as the building is located where there once stood a coffin factory), an inspiring example of cooperative living that offers an alternative form of tenure to homeownership that is equally stable, but not based on private property. As well as visiting other social housing experiments, we saw community space Amerlinghaus, a site of community building and skill sharing that was able to remain a community space through activists squatting the property in the 1970s. During each of these excursions we heard from experts about their history and place in the current Viennese housing system, and had the opportunity to ask questions and connect aspects of these examples with our own contexts.

[Image source: Danielle Hynes. Students hear about the past and present of Sarfabrik from one of the founding members of the cooperative, shown here in Sargfabrik’s bath house]

As well as visiting these experiments, participants presented work of their own. Offering perspectives of housing experiments past and present from India, Croatia, Italy, the UK, the US, Colombia and Guyana. Danielle presented work building on her PhD thesis, considering how the neoliberal imaginary of housing shapes and constrained what is considered possible and desirable with regard to social housing. Alongside presentations from students, faculty members presented on the history of social housing in Vienna from multiple perspectives (sociology, urban studies, architecture). Finally, participants had the opportunity to work together on a small research task, bringing together some of the ideas we had considered during the week and connecting them with our own work, and presented these at a public event attended by officials from the City of Vienna, who responded to our presentations, generating lively discussion.

[Above image source: Danielle Hynes. Mapping housing experiments and related issues in order to generate discussion and consider the research task. Below image source: Caterina Sartori. Danielle Hynes, Anna Marocco, Arianna Scaioli and Randolph Hunte (left to right) present their research during the final seminar]

The summer school was a fantastic opportunity to connect with housing academics and practitioners from across the world, coming from many different disciplines. Whilst the summer school was not focused on issues relating to data, it offered many opportunities to connect with work relating to the Data Stories project. Presenters spoke of issues relating to the register-based census Austria conducts (instead of a traditional census), the use of data and technology in housing activism, as well as discussing methods and approaches to undertaking arts-based housing research like we do in the Data Stories project.

Danielle would like to thank the organisers, curatorial team and funders for the wonderful opportunity to participate in what was an inspiring and generative summer school.

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