[{"data":1,"prerenderedAt":1598},["ShallowReactive",2],{"page-config-/news/the-onion-model-a-layered-approach-to-documenting-how-the-third-wave-of-open-data-can-provide":3,"news-post-the-onion-model-a-layered-approach-to-documenting-how-the-third-wave-of-open-data-can-provide":38,"all-faculty-news-detail":54},{"id":4,"title":5,"body":6,"description":10,"extension":13,"hero":14,"meta":32,"navigation":15,"path":33,"sections":34,"seo":35,"stem":36,"__hash__":37},"pages/pages/news.md","News",{"type":7,"value":8,"toc":9},"minimark",[],{"title":10,"searchDepth":11,"depth":11,"links":12},"",2,[],"md",{"showHero":15,"title":16,"badge":17,"description":18,"image":19,"imageCredit":20,"backgroundImage":21,"links":22},true,"Recent News & Updates","Latest Posts","Stay updated with the latest news, events, interviews, and videos from our community.","/images/news.webp","Sebastian Pfütze","/images/news-hero-bg.png",[23,28],{"label":24,"to":25,"target":26,"type":27},"Subscribe","https://mailchi.mp/4337f0e3e319/9262kjy9ck","_blank","primary",{"label":29,"to":30,"type":31},"Contact Us","/contact","secondary",{},"/pages/news",null,{"description":10},"pages/news","ATWPyIzBfpLDxYvll1Bbm4TfPyhAWlstJxCQJDVTKxs",{"id":39,"title":40,"author":41,"authorAvatar":34,"authors":42,"body":34,"category":34,"date":34,"description":43,"duration":34,"endTime":34,"extendedContent":34,"extension":44,"featured":45,"heading":40,"image":46,"location":34,"locationType":34,"mainContent":47,"meta":48,"navigation":15,"path":49,"registrationLink":34,"seo":50,"slug":51,"startTime":34,"stem":52,"tags":34,"videoUrl":34,"__hash__":53},"blogposts/blogposts/the-onion-model-a-layered-approach-to-documenting-how-the-third-wave-of-open-data-can-provide.json","The Onion Model: A Layered Approach to Documenting How the Third Wave of Open Data Can Provide","The GovLab",[],"Photo by Wilhelm Gunkel on Unsplash","json",false,"https://cdn-images-1.medium.com/max/800/0*q7aFU6MH15320_Vb","\n\u003Csection name=\"488d\" class=\"section section--body section--first section--last\">\u003Cdiv class=\"section-divider\">\u003Chr class=\"section-divider\">\u003C/div>\u003Cdiv class=\"section-content\">\u003Cdiv class=\"section-inner sectionLayout--insetColumn\">\u003Ch3 name=\"9a52\" id=\"9a52\" class=\"graf graf--h3 graf--leading graf--title\">\u003Cstrong class=\"markup--strong markup--h3-strong\">The “Onion Model”: A Layered Approach to Documenting How the Third Wave of Open Data Can Provide Societal&nbsp;Value\u003C/strong>\u003C/h3>\u003Cp name=\"f6d3\" id=\"f6d3\" class=\"graf graf--p graf--empty graf-after--h3\">\u003Cbr>\u003C/p>\u003Cp name=\"b388\" id=\"b388\" class=\"graf graf--p graf--empty graf-after--p\">\u003Cbr>\u003C/p>\u003Cfigure name=\"129d\" id=\"129d\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*q7aFU6MH15320_Vb\" data-width=\"1000\" data-height=\"666\" src=\"https://cdn-images-1.medium.com/max/800/0*q7aFU6MH15320_Vb\">\u003C/figure>\u003Cp name=\"c796\" id=\"c796\" class=\"graf graf--p graf-after--figure\">Photo by \u003Ca href=\"https://unsplash.com/@wilhelmgunkel?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText\" data-href=\"https://unsplash.com/@wilhelmgunkel?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Wilhelm Gunkel\u003C/a> on \u003Ca href=\"https://unsplash.com/s/photos/onion-sliced?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText\" data-href=\"https://unsplash.com/s/photos/onion-sliced?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Unsplash\u003C/a>\u003C/p>\u003Cp name=\"c71b\" id=\"c71b\" class=\"graf graf--p graf-after--p\">There’s a lot that goes into data-driven decision-making. Behind the datasets, platforms, and analysts is a complex series of processes that inform what kinds of insight data can produce and what kinds of ends it can achieve. These individual processes can be hard to understand when viewed together but, by separating the stages out, we can not only track how data leads to decisions but promote better and more impactful data management.\u003C/p>\u003Cp name=\"b746\" id=\"b746\" class=\"graf graf--p graf-after--p\">Earlier this year, The Open Data Policy Lab published the \u003Ca href=\"http://files.thegovlab.org/The-Third-Wave-of-Open-Data-Toolkit.pdf\" data-href=\"http://files.thegovlab.org/The-Third-Wave-of-Open-Data-Toolkit.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Third Wave of Open Data Toolkit\u003C/a> to explore the elements of data re-use. At the center of this toolkit was an abstraction that we call the Open Data Framework. Divided into individual, onion-like layers, the framework shows all the processes that go into capitalizing on data in the third wave, starting with the creation of a dataset through data collaboration, creating insights, and using those insights to produce value.\u003C/p>\u003Cp name=\"4c13\" id=\"4c13\" class=\"graf graf--p graf-after--p\">This blog tries to re-iterate what’s included in each layer of this data “onion model” and demonstrate how organizations can create societal value by making their data available for re-use by other parties.\u003C/p>\u003Cp name=\"61b6\" id=\"61b6\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Data Lifecycle\u003C/strong>\u003C/p>\u003Cfigure name=\"e880\" id=\"e880\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*xCCm6ppdZlX5PH28\" data-width=\"792\" data-height=\"373\" src=\"https://cdn-images-1.medium.com/max/800/0*xCCm6ppdZlX5PH28\">\u003C/figure>\u003Cp name=\"bbce\" id=\"bbce\" class=\"graf graf--p graf-after--figure\">Data — which can be generated from things like smartphones, scientific studies, and financial transactions — is an instrumental part of our modern world. The growing capacity to generate it has created new opportunities to study complex problems while, at the same time, created new risks related to privacy and surveillance.\u003C/p>\u003Cp name=\"6ad3\" id=\"6ad3\" class=\"graf graf--p graf-after--p\">Though it can be used responsibly or poorly, data is not a simple asset. It is the result of a process known as the data lifecycle that includes:\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"e784\" id=\"e784\" class=\"graf graf--li graf-after--p\">\u003Cstrong class=\"markup--strong markup--li-strong\">Collection:\u003C/strong> Gathering data from surveys, censuses, voting or health records, business operations, web-based collections, and other relevant, accessible sources.\u003C/li>\u003Cli name=\"b5f5\" id=\"b5f5\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Processing\u003C/strong>: Removing irrelevant or inaccurate information, reformatting contents to be interpretable by an analytic software, and otherwise validating the data collection.\u003C/li>\u003Cli name=\"3da1\" id=\"3da1\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Sharing\u003C/strong>: Accessing the data with relevant collaborators with the intent of deriving insights from it.\u003C/li>\u003Cli name=\"c148\" id=\"c148\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Analyzing\u003C/strong>: Assessing the data collection with a goal of extracting insights about the issue they are studying.\u003C/li>\u003Cli name=\"18ae\" id=\"18ae\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Using\u003C/strong>: Acting on the insights derived. These actions can affect data collected for future operations.\u003C/li>\u003C/ul>\u003Cp name=\"fa13\" id=\"fa13\" class=\"graf graf--p graf--empty graf-after--li\">\u003Cbr>\u003C/p>\u003Cp name=\"15ba\" id=\"15ba\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">\u003Cem class=\"markup--em markup--p-em\">Increasing Access to Data through Data Collaboration\u003C/em>\u003C/strong>\u003C/p>\u003Cfigure name=\"52a0\" id=\"52a0\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*oAIFoGwAaamhTs_k\" data-width=\"790\" data-height=\"366\" src=\"https://cdn-images-1.medium.com/max/800/0*oAIFoGwAaamhTs_k\">\u003C/figure>\u003Cp name=\"c28e\" id=\"c28e\" class=\"graf graf--p graf-after--figure\">Once data has been generated, it needs to be made accessible to those who can use it. Though we live in a data of era abundance, all too often data generated resides in silos controlled and monetized by companies. New models for collaborating and accessing public and private-sector data, such as open data platforms or data collaboratives, can break these silos.\u003C/p>\u003Cp name=\"ab1e\" id=\"ab1e\" class=\"graf graf--p graf-after--p\">As we’ve \u003Ca href=\"https://datacollaboratives.org/existing-practices.html\" data-href=\"https://datacollaboratives.org/existing-practices.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">discussed\u003C/a> elsewhere, data collaboratives are a new form of collaboration, beyond the public-private partnership model, in which participants from different sectors exchange their data and data expertise to create public value. They include:\u003C/p>\u003Col class=\"postList\">\u003Cli name=\"e51e\" id=\"e51e\" class=\"graf graf--li graf-after--p\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Public Interfaces:\u003C/em>\u003C/strong> Organizations provide open access to certain data assets, enabling independent uses of the data by external parties.\u003C/li>\u003Cli name=\"7bd6\" id=\"7bd6\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Trusted Intermediary:\u003C/em>\u003C/strong> Third-party actors support collaboration between data providers and data users from the public sector, civil society, or academia.\u003C/li>\u003Cli name=\"05b8\" id=\"05b8\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Data Pooling:\u003C/em>\u003C/strong> Data holders agree to create a unified presentation of datasets as a collection accessible by multiple parties.\u003C/li>\u003Cli name=\"07b4\" id=\"07b4\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Research and Analysis Partnership\u003C/strong>: Organizations engage directly with public-sector partners and share certain proprietary data assets to generate new knowledge.\u003C/li>\u003Cli name=\"a84d\" id=\"a84d\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Prizes and Challenges:\u003C/em>\u003C/strong> Organizations make data available to participants who compete to develop apps; answer problem statements; test hypotheses and premises; or pioneer innovative uses of data for the public interest and to provide business value.\u003C/li>\u003Cli name=\"83a8\" id=\"83a8\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Intelligence Generation:\u003C/em>\u003C/strong> Organizations internally develop data-driven analyses, tools, and other resources, and release those insights to the broader public.\u003C/li>\u003C/ol>\u003Cp name=\"c038\" id=\"c038\" class=\"graf graf--p graf--empty graf-after--li\">\u003Cbr>\u003C/p>\u003Cp name=\"47f1\" id=\"47f1\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">\u003Cem class=\"markup--em markup--p-em\">Insights\u003C/em>\u003C/strong>\u003C/p>\u003Cfigure name=\"c3a8\" id=\"c3a8\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*Xqhmkgx2ULyjDEMI\" data-width=\"787\" data-height=\"436\" src=\"https://cdn-images-1.medium.com/max/800/0*Xqhmkgx2ULyjDEMI\">\u003C/figure>\u003Cp name=\"c28a\" id=\"c28a\" class=\"graf graf--p graf-after--figure\">From these data collaboratives, organizations can analyze the data. This analysis can be used to look forward or backward, providing information on a problem related to:\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"ff2d\" id=\"ff2d\" class=\"graf graf--li graf-after--p\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Situational Awareness\u003C/em>\u003C/strong>: Answering what happened;\u003C/li>\u003Cli name=\"768a\" id=\"768a\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Cause and Effect Insight\u003C/em>\u003C/strong>: Answering why it happened;\u003C/li>\u003Cli name=\"fdff\" id=\"fdff\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Prediction\u003C/em>\u003C/strong>: Answering what will happen; and\u003C/li>\u003Cli name=\"41a6\" id=\"41a6\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Impact Assessment\u003C/em>\u003C/strong>: Answering what happened following an intervention.\u003C/li>\u003C/ul>\u003Cp name=\"1ab5\" id=\"1ab5\" class=\"graf graf--p graf--empty graf-after--li\">\u003Cbr>\u003C/p>\u003Cp name=\"db99\" id=\"db99\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">Enabling Conditions\u003C/strong>\u003C/p>\u003Cfigure name=\"442c\" id=\"442c\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*u1cBbO9h9f1t0GSX\" data-width=\"793\" data-height=\"497\" src=\"https://cdn-images-1.medium.com/max/800/0*u1cBbO9h9f1t0GSX\">\u003C/figure>\u003Cp name=\"e0cb\" id=\"e0cb\" class=\"graf graf--p graf-after--figure\">Data filtered through individual projects can produce tremendous insights. However, broader changes to the data ecosystem are needed to make data more broadly accessible and enable future work.\u003C/p>\u003Cp name=\"9047\" id=\"9047\" class=\"graf graf--p graf-after--p\">These changes can be supported by organizations taking deliberate steps to be more open. As we argue in \u003Ca href=\"https://opendatapolicylab.org/images/odpl/third-wave-of-opendata.pdf\" data-href=\"https://opendatapolicylab.org/images/odpl/third-wave-of-opendata.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\">The Emergence of a Third Wave of Open Data\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">, \u003C/em>a more open ecosystem can be enabled by organizations that:\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"110f\" id=\"110f\" class=\"graf graf--li graf-after--p\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Publish with Purpose \u003C/em>\u003C/strong>by matching the supply of data with the demand for it, providing assets that match public interests;\u003C/li>\u003Cli name=\"f3be\" id=\"f3be\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Foster Partnerships \u003C/em>\u003C/strong>by forging relationships with non-professionals (e.g. small businesses and civic groups) who understand how data can inform meaningful real-world action;\u003C/li>\u003Cli name=\"8a97\" id=\"8a97\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Prioritize Subnational Efforts\u003C/em> \u003C/strong>by providing resources to cities, municipalities, states, and provinces to create new subnational data sources; and\u003C/li>\u003Cli name=\"6a4f\" id=\"6a4f\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Center Data Responsibility\u003C/em>\u003C/strong> by promoting fairness, accountability, and transparency across all stages of the data lifecycle.\u003C/li>\u003C/ul>\u003Cp name=\"e543\" id=\"e543\" class=\"graf graf--p graf--empty graf-after--li\">\u003Cbr>\u003C/p>\u003Cp name=\"0955\" id=\"0955\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">Value\u003C/strong>\u003C/p>\u003Cfigure name=\"4f52\" id=\"4f52\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*C3I4XY_g35n8w9oR\" data-width=\"795\" data-height=\"554\" src=\"https://cdn-images-1.medium.com/max/800/0*C3I4XY_g35n8w9oR\">\u003C/figure>\u003Cp name=\"81a0\" id=\"81a0\" class=\"graf graf--p graf-after--figure\">The transformation of the ecosystem, when done effectively, responsibly, and in accordance with local expectations, can produce large-scale, real-world value. These types of value can be categorized as:\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"a747\" id=\"a747\" class=\"graf graf--li graf-after--p\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Improving Governance\u003C/em>\u003C/strong>: Insights from data can improve how organizations operate by making their processes more transparent to others, improving resource allocations, and enhancing their ability to deliver services.\u003C/li>\u003Cli name=\"ee10\" id=\"ee10\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Empowering People\u003C/em>\u003C/strong>: Insights can empower people by communicating information they need to meaningfully act and make decisions about the challenges they face in their lives.\u003C/li>\u003Cli name=\"6856\" id=\"6856\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Creating Opportunity\u003C/em>\u003C/strong>: Data-driven insights can inspire organizations to innovate in how they operate. For businesses, this innovation can be about identifying new business models while governments might use information to inform policy directed at economic well-being.\u003C/li>\u003Cli name=\"2aa5\" id=\"2aa5\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">\u003Cem class=\"markup--em markup--li-em\">Solving Public Problems\u003C/em>\u003C/strong>: Insights can optimize processes and services and better identify the needs of those who rely on those services. It can enable data-driven assessments of the environment and more targeted interventions.\u003C/li>\u003C/ul>\u003Cp name=\"55d2\" id=\"55d2\" class=\"graf graf--p graf--empty graf-after--li\">\u003Cbr>\u003C/p>\u003Cp name=\"fac2\" id=\"fac2\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">Riding the Third Wave of Open Data: Priority Actions\u003C/strong>\u003C/p>\u003Cfigure name=\"e592\" id=\"e592\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*n7bYrWPhnRvapTpI\" data-width=\"796\" data-height=\"608\" src=\"https://cdn-images-1.medium.com/max/800/0*n7bYrWPhnRvapTpI\">\u003C/figure>\u003Cp name=\"64ea\" id=\"64ea\" class=\"graf graf--p graf-after--figure\">Finally, these values can be best achieved by embracing an approach to open data that facilitates them. This approach, which we call the \u003Ca href=\"https://opendatapolicylab.org/images/odpl/third-wave-of-opendata.pdf\" data-href=\"https://opendatapolicylab.org/images/odpl/third-wave-of-opendata.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Third Wave of Open Data\u003C/a>, takes a much more purpose-directed approach than prior waves; it seeks not simply to open data, but to do so in a way that focuses on impactful reuse, especially through inter-sectoral collaborations and partnerships. The Third Wave pays at least as much attention to the demand as to the supply side of the data equation, and it is concerned not simply with data itself but with the broader technical, social, political and economic context within which data is produced and consumed.\u003C/p>\u003Cp name=\"b475\" id=\"b475\" class=\"graf graf--p graf-after--p\">This Third Wave can be enabled by organizations adopting eight key actions:\u003C/p>\u003Col class=\"postList\">\u003Cli name=\"224e\" id=\"224e\" class=\"graf graf--li graf-after--p\">\u003Cstrong class=\"markup--strong markup--li-strong\">Creating and Empowering (Chief) Data Stewards\u003C/strong>: Developing and nurturing responsible data leaders to support impactful data re-use.\u003C/li>\u003Cli name=\"c199\" id=\"c199\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Fostering and Distributing Institutional Capacity: \u003C/strong>Taking steps to avoid consolidating and siloing of data skills and resources, and instead catalyzing such capacity to filter into daily institutional operations;\u003C/li>\u003Cli name=\"7142\" id=\"7142\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Articulating Value and Build an Impact Evidence Base\u003C/strong>: Demonstrating the concrete, tangible value of increased access to and re-use of data;\u003C/li>\u003Cli name=\"8d4d\" id=\"8d4d\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Supporting New Data Intermediaries\u003C/strong>: Engaging actors who can lower transaction costs in data collaborative relationships\u003C/li>\u003Cli name=\"e039\" id=\"e039\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Establishing Governance Frameworks and Seeking Regulatory Clarity: \u003C/strong>Creating safeguards to mitigate risks of harmful outcomes;\u003C/li>\u003Cli name=\"9998\" id=\"9998\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Creating the Technical Infrastructure for Re-use: \u003C/strong>Investing in innovative and sophisticated technologies to improve data use on data supply and demand sides;\u003C/li>\u003Cli name=\"f1c8\" id=\"f1c8\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Fostering Public Data Competence\u003C/strong>: Engaging citizens to promote wider use of data informed by local contexts and priorities; and\u003C/li>\u003Cli name=\"8b67\" id=\"8b67\" class=\"graf graf--li graf-after--li\">\u003Cstrong class=\"markup--strong markup--li-strong\">Tracking, Monitoring, and Clarifying Decision and Data Provenance\u003C/strong>: Capturing data-handling and decision-making processes to ensure coordination.\u003C/li>\u003C/ol>\u003Cp name=\"9e49\" id=\"9e49\" class=\"graf graf--p graf-after--li\">***\u003C/p>\u003Cp name=\"53f5\" id=\"53f5\" class=\"graf graf--p graf-after--p\">This piece describes a model for thinking about data and data re-use. The “data onion,” also known as the Third Wave of Open Data Framework, untangles the different processes involved in (re)using data to generate value and promoting a more open data ecosystem.\u003C/p>\u003Cp name=\"9423\" id=\"9423\" class=\"graf graf--p graf-after--p\">This information can promote better and more impactful data management. We encourage data stewards and anyone else interested in learning more about how they can use these processes to read our \u003Ca href=\"http://files.thegovlab.org/The-Third-Wave-of-Open-Data-Toolkit.pdf\" data-href=\"http://files.thegovlab.org/The-Third-Wave-of-Open-Data-Toolkit.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Third Wave of Open Data Toolkit\u003C/a>. Additional insights can be found on our \u003Ca href=\"https://opendatapolicylab.org/\" data-href=\"https://opendatapolicylab.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">website\u003C/a>.\u003C/p>\u003Cp name=\"7038\" id=\"7038\" class=\"graf graf--p graf--empty graf-after--p graf--trailing\">\u003Cbr>\u003C/p>\u003C/div>\u003C/div>\u003C/section>\n",{},"/blogposts/the-onion-model-a-layered-approach-to-documenting-how-the-third-wave-of-open-data-can-provide",{"title":40,"description":43},"the-onion-model-a-layered-approach-to-documenting-how-the-third-wave-of-open-data-can-provide","blogposts/the-onion-model-a-layered-approach-to-documenting-how-the-third-wave-of-open-data-can-provide","C0f2jMsSSPdx2-FHjULTcZooNM7nXmY-2454rWGgLYU",[55,68,82,97,111,124,136,148,161,173,187,199,211,223,235,247,259,269,280,294,307,320,333,344,356,370,385,398,411,424,437,450,459,472,484,496,509,522,534,546,558,570,583,596,608,620,633,644,655,669,682,696,707,720,731,744,756,768,780,793,805,817,831,844,857,869,881,893,905,917,929,941,953,966,978,990,1004,1016,1028,1039,1053,1066,1080,1092,1105,1117,1129,1141,1153,1163,1175,1187,1199,1212,1224,1236,1251,1263,1275,1289,1301,1315,1329,1342,1355,1367,1380,1392,1404,1416,1428,1441,1453,1466,1477,1488,1502,1515,1527,1539,1551,1562,1574,1585],{"id":56,"title":57,"affiliation":34,"bio":58,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":60,"legacy":45,"linkedin":34,"meta":61,"name":57,"navigation":15,"path":63,"photo":34,"role":64,"seo":65,"stem":66,"topic":34,"website":34,"__hash__":67},"faculty/faculty/adam-zable.json","Adam Zable","Adam Zable is a Research Fellow at the GovLab. His work and research interests focus on the intersection of emerging technologies, data governance, and democracy. In his previous role as the Director of Emerging Technologies at the Digital Trade and Data Governance Hub, he spearheaded the development of the Global Data Governance Mapping Project, assessing national-level data governance efforts across the globe, and organized conferences on the international policy implications of extended reality and on data governance in the age of generative AI. He holds a Master of Public Policy from the Willy Brandt School of Public Policy and resides in Freiburg, Germany.","author","https://cms.thegovlab.com/assets/1646f23a-0139-43d8-b0b2-51a455000728",{"slug":62},"adam-zable","/faculty/adam-zable","Research Fellow",{},"faculty/adam-zable","5bR3wydz1eXMWjD7PSD8j4im9GZM7_x4k8iz5TN85Dw",{"id":69,"title":70,"affiliation":34,"bio":71,"body":34,"category":72,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":73,"legacy":15,"linkedin":74,"meta":75,"name":70,"navigation":15,"path":77,"photo":34,"role":78,"seo":79,"stem":80,"topic":34,"website":34,"__hash__":81},"faculty/faculty/adrienne-schmoeker.json","Adrienne Schmoeker","Adrienne Schmoeker is the former Deputy Chief Analytics Officer for the City of New York. During her tenure with the City of New York she led the team at the NYC Mayor's Office of Data Analytics, grew the NYC Open Data Program, co-founded NYC Open Data Week and was part of the founding team in the inaugural NYC CTO's Office. Prior to working for New York City government Adrienne led new market expansion and the development of the enterprise business for the social-impact company Catchafire. Adrienne is currently advising urban technology startups, helping design new data programs and advising on government technology programs working to close the digital divide.","instructor","https://cms.thegovlab.com/assets/d359af3c-47d4-4da8-a3b1-acc521906ceb","https://www.linkedin.com/in/schmoeker/",{"slug":76},"adrienne-schmoeker","/faculty/adrienne-schmoeker","Course Advisor",{},"faculty/adrienne-schmoeker","z_7IPuXoKOHDOgpFTsSqBY_T1QYYDk0kAWowjYGC3ow",{"id":83,"title":84,"affiliation":85,"bio":34,"body":34,"category":86,"cohort":87,"description":34,"expertise":34,"extension":44,"headshot":34,"image":88,"legacy":45,"linkedin":89,"meta":90,"name":84,"navigation":15,"path":92,"photo":34,"role":34,"seo":93,"stem":94,"topic":95,"website":34,"__hash__":96},"faculty/faculty/alex-hutchison.json","Alex Hutchison","Forr Data","guest-faculty","DS Berlin 2024, DS Berlin 2025","https://cms.thegovlab.com/assets/6c6e0f38-0cae-48d9-9c3d-acea65f0eb5c","https://www.linkedin.com/in/alex-hutchison-62517412/",{"slug":91},"alex-hutchison","/faculty/alex-hutchison",{},"faculty/alex-hutchison","Impact Measurement & Work of Data for Children Collaborative","Q6zJ9wxOc_kYKt4uhkMYd9u3Ptug0EKTJWUmU75-NX4",{"id":98,"title":99,"affiliation":100,"bio":34,"body":34,"category":86,"cohort":101,"description":34,"expertise":34,"extension":44,"headshot":34,"image":102,"legacy":15,"linkedin":103,"meta":104,"name":99,"navigation":15,"path":106,"photo":34,"role":34,"seo":107,"stem":108,"topic":109,"website":34,"__hash__":110},"faculty/faculty/alex-pompe.json","Alex Pompe","Freelancer, Open Mapping and Nature Photography","DS Turin 2024","https://cms.thegovlab.com/assets/049e41fa-e266-495e-80e1-0096c00bca85","https://www.linkedin.com/in/alexpompe/",{"slug":105},"alex-pompe","/faculty/alex-pompe",{},"faculty/alex-pompe","Data powered collaborations for social good & Meta's Data for Good Work","NxXESqPg21h7BH-7afZnYJ00dZxFvjnMPJZFkxAyNPY",{"id":112,"title":113,"affiliation":114,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":116,"legacy":15,"linkedin":117,"meta":118,"name":113,"navigation":15,"path":120,"photo":34,"role":34,"seo":121,"stem":122,"topic":34,"website":34,"__hash__":123},"faculty/faculty/alison-paprica.json","Alison Paprica","University of Toronto","DS Academy 2020-2022","https://cms.thegovlab.com/assets/22da179a-53e4-4752-aa1a-1f70bb07ffaa","https://www.linkedin.com/in/p-alison-paprica-4468326/",{"slug":119},"alison-paprica","/faculty/alison-paprica",{},"faculty/alison-paprica","GdVZUxEJDplSSVWpxCQFaDliddUXHhtXXbk2BbtBQeA",{"id":125,"title":126,"affiliation":127,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":128,"legacy":15,"linkedin":129,"meta":130,"name":126,"navigation":15,"path":132,"photo":34,"role":34,"seo":133,"stem":134,"topic":34,"website":34,"__hash__":135},"faculty/faculty/amen-ra-mashariki.json","Amen Ra Mashariki","Bezos Earth Fund","https://cms.thegovlab.com/assets/a4701d40-6533-4230-8874-871ac94b3f34","https://www.linkedin.com/in/amen-ra-mashariki-1452885/",{"slug":131},"amen-ra-mashariki","/faculty/amen-ra-mashariki",{},"faculty/amen-ra-mashariki","B9EIq50RRHe6ou-4B7T6sCncR2ahTJxjNa8CKUzSMHg",{"id":137,"title":138,"affiliation":139,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":140,"legacy":15,"linkedin":141,"meta":142,"name":138,"navigation":15,"path":144,"photo":34,"role":34,"seo":145,"stem":146,"topic":34,"website":34,"__hash__":147},"faculty/faculty/amy-regas.json","Amy Regas","Tetra Tech","https://cms.thegovlab.com/assets/4b28666d-dde5-4d03-bd08-d7aa6009b6e3","https://www.linkedin.com/in/amykimregas/",{"slug":143},"amy-regas","/faculty/amy-regas",{},"faculty/amy-regas","YdWm44wcLD4bmciE5cbyAEjZTvsqHUtaxZLa3Hsy1I4",{"id":149,"title":150,"affiliation":151,"bio":34,"body":34,"category":86,"cohort":101,"description":34,"expertise":34,"extension":44,"headshot":34,"image":152,"legacy":45,"linkedin":153,"meta":154,"name":150,"navigation":15,"path":156,"photo":34,"role":34,"seo":157,"stem":158,"topic":159,"website":34,"__hash__":160},"faculty/faculty/andrea-zaramella.json","Andrea Zaramella","Vodafone Business","https://cms.thegovlab.com/assets/6bb956bb-52af-469e-8cdf-2dff4a4a4321","https://www.linkedin.com/in/andreazaramelladott/",{"slug":155},"andrea-zaramella","/faculty/andrea-zaramella",{},"faculty/andrea-zaramella","Use of TELCO Data for Impact Evaluation","VkhRswUzIdWPshGjj7Js6ub9aLPKoPWBg3C4mMWCB68",{"id":162,"title":163,"affiliation":164,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":165,"legacy":15,"linkedin":166,"meta":167,"name":163,"navigation":15,"path":169,"photo":34,"role":34,"seo":170,"stem":171,"topic":34,"website":34,"__hash__":172},"faculty/faculty/andrew-collinge.json","Andrew Collinge","Jacobs","https://cms.thegovlab.com/assets/6a9b4a0a-d447-4c44-aeaa-ab2155274359","https://www.linkedin.com/in/andrew-collinge-0708b91b/",{"slug":168},"andrew-collinge","/faculty/andrew-collinge",{},"faculty/andrew-collinge","CJI_-FFIpM7E761MupRMJsu5qZDTThFIU9aiNR1X2s0",{"id":174,"title":175,"affiliation":34,"bio":176,"body":34,"category":72,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":177,"legacy":45,"linkedin":178,"meta":179,"name":181,"navigation":15,"path":182,"photo":34,"role":183,"seo":184,"stem":185,"topic":34,"website":34,"__hash__":186},"faculty/faculty/andrew-j-zahuranec.json","Andrew J Zahuranec","\u003Cp dir=\"ltr\">Andrew J. Zahuranec is a Research and Partnership Manager at The GovLab, where he oversees projects focused on how advances in science and technology can improve governance and help society better address systemic challenges such as climate change and migration. Andrew has coordinated and managed various initiatives, including the #Data4COVID19 Africa Challenge&mdash;a collaboration between l'Agence fran&ccedil;aise de d&eacute;veloppement (AFD), Expertise France, and The GovLab to accelerate responsible data innovation to tackle COVID-19 pandemic and its effects across Africa&mdash;and the Responsible Data for Children initiative&mdash;a collaboration with UNICEF to promote the more effective and responsible use of data for and about children in settings afflicted with challenges such as forced migration, climate change, and disaster response.&nbsp;\u003C/p>\n\u003Cp>\u003Cstrong id=\"docs-internal-guid-ccdeb17b-7fff-01a5-cb71-4ee622a7f2b9\">\u003Cbr>\u003C/strong>In addition, Andrew conducts significant research on data collaboration and data stewardship, especially as they relate to ongoing, dynamic crises. He developed publications including \u003Cem>The #Data4COVID19 Review, The Use of Mobility Data for Responding to the COVID-19 Pandemic, and What Is Mobility Data? Where Is It Used?\u003C/em>, all of which examined the role that non-traditional data could play in understanding patterns of human mobility for pandemic response. He is a lead for the Data Stewards Academy and has facilitated courses on data stewardship for the State of Maryland.\u003C/p>","https://cms.thegovlab.com/assets/d7d6b2e8-0e2e-4f85-b1b7-2074e8ab6932","https://www.linkedin.com/in/ajzahuranec/",{"slug":180},"andrew-j-zahuranec","Andrew J. Zahuranec","/faculty/andrew-j-zahuranec","Course Facilitator",{},"faculty/andrew-j-zahuranec","yzaZQzcLZDC1c1DhsU9KAioBGaCIWd8NOlZVK5ui2Vw",{"id":188,"title":189,"affiliation":34,"bio":190,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":191,"legacy":45,"linkedin":34,"meta":192,"name":189,"navigation":15,"path":194,"photo":34,"role":195,"seo":196,"stem":197,"topic":34,"website":34,"__hash__":198},"faculty/faculty/andrew-young.json","Andrew Young","Andrew Young is the Knowledge Director at The GovLab, where he leads research efforts focusing on the impact of technology on public institutions. Among the grant-funded projects he has directed are a global assessment of the impact of open government data; comparative benchmarking of government innovation efforts against those of other countries; a methodology for leveraging corporate data to benefit the public good; and crafting the experimental design for testing the adoption of technology innovations in federal agencies.","https://cms.thegovlab.com/assets/25da5949-b5b6-4d38-9536-d1c14254d987",{"slug":193},"andrew-young","/faculty/andrew-young","Knowledge Director",{},"faculty/andrew-young","ES3foDZEbla4rnSjm-O-j2YKaeuV7UJT-wYzo3nsWHM",{"id":200,"title":201,"affiliation":202,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":203,"legacy":15,"linkedin":204,"meta":205,"name":201,"navigation":15,"path":207,"photo":34,"role":34,"seo":208,"stem":209,"topic":34,"website":34,"__hash__":210},"faculty/faculty/astha-kapoor.json","Astha Kapoor","Aapti Institute","https://cms.thegovlab.com/assets/e6b4a35a-9c6b-4cca-a83f-ec6a030191cf","https://www.linkedin.com/in/astha-kapoor-020b4760/",{"slug":206},"astha-kapoor","/faculty/astha-kapoor",{},"faculty/astha-kapoor","1dBPf4BnttnxR4o4dPzmhz1cd59hs20Kcoz01SZiY50",{"id":212,"title":213,"affiliation":214,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":215,"legacy":15,"linkedin":216,"meta":217,"name":213,"navigation":15,"path":219,"photo":34,"role":34,"seo":220,"stem":221,"topic":34,"website":34,"__hash__":222},"faculty/faculty/audrey-tang.json","Audrey Tang","Ministry of Foreign Affairs, Taiwan","https://cms.thegovlab.com/assets/69c84800-8eba-4fc4-b536-4971a87729bb","https://www.linkedin.com/in/tangaudrey/",{"slug":218},"audrey-tang","/faculty/audrey-tang",{},"faculty/audrey-tang","guDc8SZ1teF85fU2ZpyjBo5kT7eFEi6aqz0KnMI3ZQc",{"id":224,"title":225,"affiliation":226,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":227,"legacy":15,"linkedin":228,"meta":229,"name":225,"navigation":15,"path":231,"photo":34,"role":34,"seo":232,"stem":233,"topic":34,"website":34,"__hash__":234},"faculty/faculty/bapu-vaitla.json","Bapu Vaitla","City of Davis & Data2X","https://cms.thegovlab.com/assets/55cfe9b5-222f-4521-8416-b6dca6f2969c","https://www.linkedin.com/in/bapu-vaitla-3389b94/",{"slug":230},"bapu-vaitla","/faculty/bapu-vaitla",{},"faculty/bapu-vaitla","xY4K5eu3CdK8TcDvRERRonurgCaRe7vfqME3ptSPXoQ",{"id":236,"title":237,"affiliation":238,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":239,"legacy":15,"linkedin":240,"meta":241,"name":237,"navigation":15,"path":243,"photo":34,"role":34,"seo":244,"stem":245,"topic":34,"website":34,"__hash__":246},"faculty/faculty/barbara-ubaldi.json","Barbara Ubaldi","Tony Blair Institute for Global Change","https://cms.thegovlab.com/assets/6a3cc3f2-b0d1-46d0-94fe-088d6607976f","https://www.linkedin.com/in/barbara-ubaldi-416146/",{"slug":242},"barbara-ubaldi","/faculty/barbara-ubaldi",{},"faculty/barbara-ubaldi","OqdWXuIUfhBjhmn9X4-G4P0L3YgggPM_hGvvy9C8Iho",{"id":248,"title":249,"affiliation":250,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":251,"legacy":15,"linkedin":252,"meta":253,"name":249,"navigation":15,"path":255,"photo":34,"role":34,"seo":256,"stem":257,"topic":34,"website":34,"__hash__":258},"faculty/faculty/bart-rousseau.json","Bart Rousseau","Digital Vlaanderen","https://cms.thegovlab.com/assets/1aa4a2bb-f3e7-4509-89e5-0605a0a92423","https://www.linkedin.com/in/bartrosseau/",{"slug":254},"bart-rousseau","/faculty/bart-rousseau",{},"faculty/bart-rousseau","FzXJOFe3JOVPVIw_CuvcAR_rOIaEScwzutzZ2svmUoI",{"id":260,"title":261,"affiliation":34,"bio":34,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":34,"legacy":45,"linkedin":34,"meta":262,"name":264,"navigation":15,"path":265,"photo":34,"role":34,"seo":266,"stem":267,"topic":34,"website":34,"__hash__":268},"faculty/faculty/begona-g-otero.json","Begona G Otero",{"slug":263},"begona-g-otero","Begoña G. 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OCHA","https://cms.thegovlab.com/assets/105faf1f-62cd-42f0-ba98-7d3e081e8c91","https://www.linkedin.com/in/josb/",{"slug":876},"jos-berens","/faculty/jos-berens",{},"faculty/jos-berens","Q8A4yJ_1GXqg5btabK9sNfPp-NaMatS9QPAHHNej_QE",{"id":882,"title":883,"affiliation":573,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":884,"legacy":15,"linkedin":885,"meta":886,"name":888,"navigation":15,"path":889,"photo":34,"role":34,"seo":890,"stem":891,"topic":34,"website":34,"__hash__":892},"faculty/faculty/juan-m-lavista-ferres.json","Juan M Lavista Ferres","https://cms.thegovlab.com/assets/af6b99bd-7a20-4e0a-9530-78f908566be0","https://www.linkedin.com/in/jlavista/",{"slug":887},"juan-m-lavista-ferres","Juan M. 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University","https://cms.thegovlab.com/assets/e8770782-607b-4f62-8076-7980c7a7173f","https://www.linkedin.com/in/julia-stoyanovich-b184851/",{"slug":912},"julia-stoyanovich","/faculty/julia-stoyanovich",{},"faculty/julia-stoyanovich","Gw1KbXq3FyB0quxq7VTlz_EgLKDJlJrlDiEl2LQ0J0c",{"id":918,"title":919,"affiliation":920,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":921,"legacy":15,"linkedin":922,"meta":923,"name":919,"navigation":15,"path":925,"photo":34,"role":34,"seo":926,"stem":927,"topic":34,"website":34,"__hash__":928},"faculty/faculty/kersten-jauer.json","Kersten Jauer","United 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Labs","https://cms.thegovlab.com/assets/9e77bd5c-c6c1-4c2f-a4d9-c4090b3afe85","https://www.linkedin.com/in/krishnasood/",{"slug":948},"krishna-sood","/faculty/krishna-sood",{},"faculty/krishna-sood","opraoQU0aFXNDlQSfuBwOR_Ojbg955KK5UkNt-nvVE4",{"id":954,"title":955,"affiliation":956,"bio":34,"body":34,"category":86,"cohort":101,"description":34,"expertise":34,"extension":44,"headshot":34,"image":957,"legacy":45,"linkedin":958,"meta":959,"name":955,"navigation":15,"path":961,"photo":34,"role":34,"seo":962,"stem":963,"topic":964,"website":34,"__hash__":965},"faculty/faculty/leonardo-camiciotti.json","Leonardo Camiciotti","TopIX Consortium","https://cms.thegovlab.com/assets/1b7ebb7b-5143-4902-88bb-a70fbf8c3ae1","https://www.linkedin.com/in/leocami/",{"slug":960},"leonardo-camiciotti","/faculty/leonardo-camiciotti",{},"faculty/leonardo-camiciotti","Top IX Consortium on Data Spaces & Impact 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America","https://cms.thegovlab.com/assets/b5553bc1-fcf2-4012-b359-3e6d08b95202","https://www.linkedin.com/in/lcoral/",{"slug":973},"lilian-coral","/faculty/lilian-coral",{},"faculty/lilian-coral","PFVGbRvqYy1KzELxWJoua5jrbJnMNUzlngzC92NPKF4",{"id":979,"title":980,"affiliation":981,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":982,"legacy":15,"linkedin":983,"meta":984,"name":980,"navigation":15,"path":986,"photo":34,"role":34,"seo":987,"stem":988,"topic":34,"website":34,"__hash__":989},"faculty/faculty/lisa-moretti.json","Lisa Moretti","Freelance, Digital Sociologist","https://cms.thegovlab.com/assets/2ee04896-2db7-436c-b2b8-1de20e12c578","https://www.linkedin.com/in/lisataliamoretti/",{"slug":985},"lisa-moretti","/faculty/lisa-moretti",{},"faculty/lisa-moretti","EV8XLcbAFAoKtBzuzfT85iXeQ49CT2LH-2tTPcZln8I",{"id":991,"title":992,"affiliation":993,"bio":34,"body":34,"category":86,"cohort":994,"description":34,"expertise":34,"extension":44,"headshot":34,"image":995,"legacy":15,"linkedin":996,"meta":997,"name":992,"navigation":15,"path":999,"photo":34,"role":34,"seo":1000,"stem":1001,"topic":1002,"website":34,"__hash__":1003},"faculty/faculty/ludovica-paseri.json","Ludovica Paseri","University of Turin","DS Turin 2024, DS Milan 2026","https://cms.thegovlab.com/assets/f7c1cd4c-45fe-44b5-8d73-7ba5b03f394d","https://www.linkedin.com/in/ludovica-paseri-616880149/",{"slug":998},"ludovica-paseri","/faculty/ludovica-paseri",{},"faculty/ludovica-paseri","Legal Implications to Data 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Innovation","https://cms.thegovlab.com/assets/453663e1-2ae9-4767-b18d-40c689edd62f","https://www.linkedin.com/in/lynn-overmann-325bb432/",{"slug":1011},"lynn-overmann","/faculty/lynn-overmann",{},"faculty/lynn-overmann","T_4VBcHNBpT91i3OLMPlturz60ufyjOayd4Wu5Y0s5E",{"id":1017,"title":1018,"affiliation":1019,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1020,"legacy":15,"linkedin":1021,"meta":1022,"name":1018,"navigation":15,"path":1024,"photo":34,"role":34,"seo":1025,"stem":1026,"topic":34,"website":34,"__hash__":1027},"faculty/faculty/marc-lepage.json","Marc Lepage","Asian Development Bank","https://cms.thegovlab.com/assets/0b25f882-fdb8-4cc3-bbf2-5d7a9f174c7a","https://www.linkedin.com/in/mlepage/",{"slug":1023},"marc-lepage","/faculty/marc-lepage",{},"faculty/marc-lepage","JCDw1BHIBhdOfzo1coSP7TDfQgIgSwdNw8P2txPefxY",{"id":1029,"title":1030,"affiliation":573,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1031,"legacy":15,"linkedin":1032,"meta":1033,"name":1030,"navigation":15,"path":1035,"photo":34,"role":34,"seo":1036,"stem":1037,"topic":34,"website":34,"__hash__":1038},"faculty/faculty/marcus-bartley-johns.json","Marcus Bartley Johns","https://cms.thegovlab.com/assets/a36a2963-d9c0-4f73-a66c-ca96ae2dad3e","https://www.linkedin.com/in/marcus-bartley-johns-57a84422/",{"slug":1034},"marcus-bartley-johns","/faculty/marcus-bartley-johns",{},"faculty/marcus-bartley-johns","6ezX8H4I7u6nV0D1iKncL_l-M-af7CYPz9NXFU1iaAk",{"id":1040,"title":1041,"affiliation":1042,"bio":34,"body":34,"category":86,"cohort":659,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1043,"legacy":45,"linkedin":1044,"meta":1045,"name":1047,"navigation":15,"path":1048,"photo":34,"role":34,"seo":1049,"stem":1050,"topic":1051,"website":34,"__hash__":1052},"faculty/faculty/martin-pompery.json","Martin Pompery","SINE Foundation","https://cms.thegovlab.com/assets/ed8cc1b5-1ca9-4bfa-9ae2-e954ddf739b6","https://www.linkedin.com/in/pompery/",{"slug":1046},"martin-pompery","Martin Pompéry","/faculty/martin-pompery",{},"faculty/martin-pompery","Data Commons (Governance and Technical Infrastructure)","tjuo0EubXDpXzFAIg_QIbXCZltPEmfV5O6BB2OiGxgk",{"id":1054,"title":1055,"affiliation":34,"bio":1056,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1057,"legacy":45,"linkedin":1058,"meta":1059,"name":1061,"navigation":15,"path":1062,"photo":34,"role":34,"seo":1063,"stem":1064,"topic":34,"website":34,"__hash__":1065},"faculty/faculty/martin-stewart-weeks.json","Martin Stewart Weeks","\u003Cp>A strategic thinker, organisational consultant, policy analyst, facilitator and writer, Martin&rsquo;s work draws on over 35 years&rsquo; experience spanning government, the &ldquo;for purpose&rdquo; or social sector and the corporate sector.\u003C/p>\n\u003Cp>As well as his own advisory and research work, Martin has also been a senior advisor to Deloitte&rsquo;s public sector team in Australia and with The Impact Assembly as part of PwC&rsquo;s social impact practice.\u003C/p>\n\u003Cp>He is an ANZSOG Practice Fellow for Digital Government Strategy and Leadership and the founder and principal of Public Purpose Pty Ltd, working at the intersection of public policy, strategy, leadership and technology. He has led the development of new programs exploring the public leadership implications of digital, data and AI, including the role of ethics and ethical frameworks for public leaders. He co-directs ANZSOG&rsquo;s Deputies Leadership Program with Kathryn Anderson, that integrates a significant focus on the evolution of leadership responses to the opportunities and risks of digital, data and AI capabilities and platforms.\u003C/p>\n\u003Cp>From 2001 to 2013, Martin led the Asia-Pacific public sector consulting and innovation team in Cisco&rsquo;s Internet Business Solutions Group (IBSG). He led strategy and design work on digital transformation and public policy and public sector reform projects in government, education, health, human services and urbanisation in India, China, South-East Asia, Australia and New Zealand.\u003C/p>\n\u003Cp>Prior to his role in Cisco, Martin held various policy and management roles in the federal public sector, including Chief of Staff to a Minister in the Federal Government, a federal public servant (Communications, Sport, Recreation and Tourism) and as a research and strategy lead in the Office of Strategic Planning in the NSW Cabinet Office. For the past three years, and again in 2026, he has been a Learning Guide and facilities for the NSW Leadership Academy (Band 1 and Band 2 senior executives).\u003C/p>\n\u003Cp>He chaired the former NSW Digital Government Advisory Panel and the Expert Advisory Group for the Welfare Payments Infrastructure Transformation program (WPIT) for the former federal Department of Human Services (now Services Australia).\u003C/p>\n\u003Cp>He was a member of the Government 2.0 Task Force established by Federal Minister for Finance, Lindsay Tanner, in 2009. In 2017, Martin was one of 3 members of a review for the NSW Government, chaired by former NSW Premier Nick Greiner AC, of regulatory policy and strategy across the State.\u003C/p>\n\u003Cp>He was an inaugural member of the NSW AI Advisory Group which crafted the early versions of what has now become the NSW AI Assurance Framework which is also being adapted as a national AI assurance framework.\u003C/p>\n\u003Cp>Martin writes and speaks extensively on government, service design, digital transformation, the impact of AI in government and on public leadership for the digital age as well as on different dimensions of policy reform. Together with former Finance Minister Lindsay Tanner, he wrote Changing Shape: Institutions for a Digital Age (Longueville Press, February 2014).\u003C/p>\n\u003Cp>He is also co-author with Simon Cooper of (Are We There Yet? Digital Transformation of Government and the Public Sector in Australia (Longueville Press, July 2019).\u003C/p>\n\u003Cp>Martin holds an Honours degree in English from the University of York, a Masters degree in Social Science and Policy from the University of New South Wales as well as graduate qualifications in applied economics from what is now the University of Canberra.\u003C/p>","https://cms.thegovlab.com/assets/ae57bd4e-ccca-4e57-90ae-ccdea38ab424","https://www.linkedin.com/in/msweeks/",{"slug":1060},"martin-stewart-weeks","Martin Stewart-Weeks","/faculty/martin-stewart-weeks",{},"faculty/martin-stewart-weeks","nuHbo3Pfrch0Q_uq8-nDe3bEo8ZnLVP1A8Psh91GOYc",{"id":1067,"title":1068,"affiliation":1069,"bio":34,"body":34,"category":86,"cohort":87,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1070,"legacy":45,"linkedin":1071,"meta":1072,"name":1074,"navigation":15,"path":1075,"photo":34,"role":34,"seo":1076,"stem":1077,"topic":1078,"website":34,"__hash__":1079},"faculty/faculty/martin-wahlisch.json","Martin Wahlisch","University of Birmingham","https://cms.thegovlab.com/assets/7615dae2-797a-4f6f-9597-c7c7ed0e8b92","https://www.linkedin.com/in/martinwaehlisch/",{"slug":1073},"martin-wahlisch","Martin Wählisch","/faculty/martin-wahlisch",{},"faculty/martin-wahlisch","Institutionalizing Data Stewardship, data hubs and digital transformation of public organizations","cZUQPYrsyAC_ng4hHzqnYTmfJC5j8FWC-2Zq7Uc4moc",{"id":1081,"title":1082,"affiliation":1083,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1084,"legacy":15,"linkedin":1085,"meta":1086,"name":1082,"navigation":15,"path":1088,"photo":34,"role":34,"seo":1089,"stem":1090,"topic":34,"website":34,"__hash__":1091},"faculty/faculty/michael-khoo.json","Michael Khoo","Asia Travel Tech, Digital Platforms Industry Associations","https://cms.thegovlab.com/assets/2fd51780-b7e0-4f6a-9479-ee706f588580","https://www.linkedin.com/in/michael-khoo-/",{"slug":1087},"michael-khoo","/faculty/michael-khoo",{},"faculty/michael-khoo","vRl_-AO0A8xraN5t_Y_XgR1EMzL-G9WpJKI9LRhnKSM",{"id":1093,"title":1094,"affiliation":1095,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1096,"legacy":15,"linkedin":1097,"meta":1098,"name":1100,"navigation":15,"path":1101,"photo":34,"role":34,"seo":1102,"stem":1103,"topic":34,"website":34,"__hash__":1104},"faculty/faculty/michael-p-canares.json","Michael P Canares","Australian Department of Foreign Affairs and Trade","https://cms.thegovlab.com/assets/67c98b20-e643-4314-8e6c-3fb94387560e","https://www.linkedin.com/in/michaelcanares/",{"slug":1099},"michael-p-canares","Michael P. Cañares","/faculty/michael-p-canares",{},"faculty/michael-p-canares","6BbSAcLd0R0TuJaYMZ_bcmUHcwp5VrQCMy2iTB6QXlU",{"id":1106,"title":1107,"affiliation":34,"bio":1108,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1109,"legacy":45,"linkedin":34,"meta":1110,"name":1107,"navigation":15,"path":1112,"photo":34,"role":1113,"seo":1114,"stem":1115,"topic":34,"website":34,"__hash__":1116},"faculty/faculty/michelle-winowatan.json","Michelle Winowatan","Michelle Winowatan is a Research Assistant at The GovLab, where she focuses on exploring the ways data and collaboration can improve policymaking. Previously, she has worked at several international nonprofit organizations, such as Search for Common Ground and Human Rights Watch, implementing projects that focused on conflict and human rights issues. She is a Fulbright awardee, through which she obtained her MPA in Public and Nonprofit Management and Policy from New York University. She also has a BA in International Relations from Universitas Pelita Harapan, in Indonesia.","https://cms.thegovlab.com/assets/3b47fcf8-abb4-4ef9-b85f-3ce0f73497e3",{"slug":1111},"michelle-winowatan","/faculty/michelle-winowatan","Research Assistant",{},"faculty/michelle-winowatan","ntoprYtYdb69qzeOoDH0OIZRyYocJVD0uWd0qtFkRIA",{"id":1118,"title":1119,"affiliation":1120,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1121,"legacy":15,"linkedin":1122,"meta":1123,"name":1119,"navigation":15,"path":1125,"photo":34,"role":34,"seo":1126,"stem":1127,"topic":34,"website":34,"__hash__":1128},"faculty/faculty/natalia-adler.json","Natalia Adler","Mitiga Solutions","https://cms.thegovlab.com/assets/57496f31-6ebb-41af-8fd7-eb98ff828199","https://www.linkedin.com/in/nataliaadler/",{"slug":1124},"natalia-adler","/faculty/natalia-adler",{},"faculty/natalia-adler","x3XYVJctiWzq4vPbSnpRVYZqJf4wJGw9XvT1lhOUHyk",{"id":1130,"title":1131,"affiliation":1132,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1133,"legacy":15,"linkedin":1134,"meta":1135,"name":1131,"navigation":15,"path":1137,"photo":34,"role":34,"seo":1138,"stem":1139,"topic":34,"website":34,"__hash__":1140},"faculty/faculty/natalia-carfi.json","Natalia Carfi","Open Data Charter","https://cms.thegovlab.com/assets/bd0e0761-0de4-45cd-a475-bd0ee12a36d9","https://www.linkedin.com/in/natalia-carfi-8683029/",{"slug":1136},"natalia-carfi","/faculty/natalia-carfi",{},"faculty/natalia-carfi","DWP3TEtP8jvPaTnVAcRhfUa81L0oknuD_Ov4ueMyB0s",{"id":1142,"title":1143,"affiliation":1144,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1145,"legacy":15,"linkedin":1146,"meta":1147,"name":1143,"navigation":15,"path":1149,"photo":34,"role":34,"seo":1150,"stem":1151,"topic":34,"website":34,"__hash__":1152},"faculty/faculty/natalia-domagala.json","Natalia Domagala","Freelance, AI Strategy, Ethics & Transparency","https://cms.thegovlab.com/assets/0702cbe7-3553-436c-b8cf-11c79af4cfe0","https://www.linkedin.com/in/nadomagala/",{"slug":1148},"natalia-domagala","/faculty/natalia-domagala",{},"faculty/natalia-domagala","z4UoxPAvcyt_19R6WsXAwqQ8KG3FlKWI1Df9ceQ2OAk",{"id":1154,"title":1155,"affiliation":34,"bio":34,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":34,"legacy":45,"linkedin":34,"meta":1156,"name":1158,"navigation":15,"path":1159,"photo":34,"role":34,"seo":1160,"stem":1161,"topic":34,"website":34,"__hash__":1162},"faculty/faculty/natalia-gonzalez-alarcon.json","Natalia Gonzalez Alarcon",{"slug":1157},"natalia-gonzalez-alarcon","Natalia González Alarcón","/faculty/natalia-gonzalez-alarcon",{},"faculty/natalia-gonzalez-alarcon","5_O4v0eHO9xJcxtyU5BUk1_2r3V-ybOjkdqGq_DXddQ",{"id":1164,"title":1165,"affiliation":1166,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1167,"legacy":15,"linkedin":1168,"meta":1169,"name":1165,"navigation":15,"path":1171,"photo":34,"role":34,"seo":1172,"stem":1173,"topic":34,"website":34,"__hash__":1174},"faculty/faculty/nick-hart.json","Nick Hart","Data Foundation","https://cms.thegovlab.com/assets/3112fb04-06e4-4c67-89ba-ba1344d58bfd","https://www.linkedin.com/in/nickrhart/",{"slug":1170},"nick-hart","/faculty/nick-hart",{},"faculty/nick-hart","nr_yHL5OvAPmgt58TYw04NVjf19AvCLixDQ-ZMwuRko",{"id":1176,"title":1177,"affiliation":1178,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1179,"legacy":15,"linkedin":1180,"meta":1181,"name":1177,"navigation":15,"path":1183,"photo":34,"role":34,"seo":1184,"stem":1185,"topic":34,"website":34,"__hash__":1186},"faculty/faculty/nicolas-schifano.json","Nicolas Schifano","Fastcatalog.ai","https://cms.thegovlab.com/assets/833ce985-df9a-44d7-9066-0b1e1c7777d9","https://www.linkedin.com/in/schifano/",{"slug":1182},"nicolas-schifano","/faculty/nicolas-schifano",{},"faculty/nicolas-schifano","4rKkBJGscyHEf8wdKvX5iTd--IdVRMqrSf7EtvF_M6g",{"id":1188,"title":1189,"affiliation":1190,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1191,"legacy":15,"linkedin":1192,"meta":1193,"name":1189,"navigation":15,"path":1195,"photo":34,"role":34,"seo":1196,"stem":1197,"topic":34,"website":34,"__hash__":1198},"faculty/faculty/nigel-jacob.json","Nigel Jacob","Barr Foundation","https://cms.thegovlab.com/assets/fecfd38e-9969-4fcf-b16e-06041d6aeaf6","https://www.linkedin.com/in/nsjacob/",{"slug":1194},"nigel-jacob","/faculty/nigel-jacob",{},"faculty/nigel-jacob","2p7Bz3gycQDE6ffGBxPzAkMwBrWHVA5ZrOR6huMWsIs",{"id":1200,"title":1201,"affiliation":1202,"bio":34,"body":34,"category":86,"cohort":374,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1203,"legacy":45,"linkedin":1204,"meta":1205,"name":1201,"navigation":15,"path":1207,"photo":34,"role":34,"seo":1208,"stem":1209,"topic":1210,"website":34,"__hash__":1211},"faculty/faculty/oksana-riba-grognuz.json","Oksana Riba Grognuz","Swiss Data Science Center","https://cms.thegovlab.com/assets/495267c3-3d55-4af6-ad6a-febd9d5af866","https://www.linkedin.com/in/oksana80/",{"slug":1206},"oksana-riba-grognuz","/faculty/oksana-riba-grognuz",{},"faculty/oksana-riba-grognuz","Creating a Loop for Sharing and Reuse of Processed Data (\"Data Products\")","vCN9ptAja28aOGuJB1BVKp9zxT4VSmIZx-ZtON_As4Y",{"id":1213,"title":1214,"affiliation":1215,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1216,"legacy":15,"linkedin":1217,"meta":1218,"name":1214,"navigation":15,"path":1220,"photo":34,"role":34,"seo":1221,"stem":1222,"topic":34,"website":34,"__hash__":1223},"faculty/faculty/paul-ko.json","Paul Ko","Grammarly","https://cms.thegovlab.com/assets/36f4d186-588e-4f9e-80b6-f1da1aae6e5d","https://www.linkedin.com/in/paulhko/",{"slug":1219},"paul-ko","/faculty/paul-ko",{},"faculty/paul-ko","xQQ0r2in4ZYZPu4O9cD4VvGB4veSoNYrx0eo5AZTaCk",{"id":1225,"title":1226,"affiliation":34,"bio":1227,"body":34,"category":72,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1228,"legacy":45,"linkedin":1229,"meta":1230,"name":1226,"navigation":15,"path":1232,"photo":34,"role":183,"seo":1233,"stem":1234,"topic":34,"website":34,"__hash__":1235},"faculty/faculty/paulina-behluli.json","Paulina Behluli","\u003Cp>Paulina is a Program Manager at the Data Tank in charge of the data stewardship program. She is a digital governance specialist, specifically, public sector innovation &amp; transformation. At the Data Tank, she leads the Data Stewardship Program focusing on Data Stewards Bootcamps for senior executives across Europe. Paulina is also involved in fundraising and partnership building. In parallel, Paulina has supported in building the She Shapes AI initiative as a volunteer, and additionally served as an Expert Reviewer. She holds a Master&rsquo;s Degree in Public Policy from the Hertie School in Berlin. Prior to joining The Data Tank, Ms Behluli has managed several projects at Open Data Kosovo - a Forbes 30 under 30 listed organization. She has led Kosovo&rsquo;s membership in the Open Government Partnership leading a close collaboration with the Office of the Prime Minister. Ms Behluli has co-authored two reports measuring the openness and transparency of the Kosovo Parliament and the Office of the Prime Minister. She was also engaged in the Global Data Barometer study, where Open Data Kosovo acted as a regional hub responsible for monitoring data usage for public good in Kosovo and Albania. In Berlin, she worked for the Berlin Innovation Agency helping startups accelerate tech for social good. She also served as a student advisory board member at the Center for Digital Governance of the Hertie School for 2 consecutive academic years.\u003C/p>","https://cms.thegovlab.com/assets/92b175dd-c3ad-40bb-b67d-1bc77c854f4a","https://www.linkedin.com/in/paulinabehluli/",{"slug":1231},"paulina-behluli","/faculty/paulina-behluli",{},"faculty/paulina-behluli","KzMq7h-4JXW4j4bYqqTkIXwnl5QhtGb3qLT3UDEYy8Q",{"id":1237,"title":1238,"affiliation":1239,"bio":34,"body":34,"category":86,"cohort":1240,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1241,"legacy":45,"linkedin":1242,"meta":1243,"name":1245,"navigation":15,"path":1246,"photo":34,"role":34,"seo":1247,"stem":1248,"topic":1249,"website":34,"__hash__":1250},"faculty/faculty/peter-bjoern-larsen.json","Peter Bjoern Larsen","Smart City Insights","DS Turin 2024, DS Berlin 2025","https://cms.thegovlab.com/assets/635b6215-76f6-4db0-bd1b-05f209453bec","https://www.linkedin.com/in/peter-bj%C3%B8rn/",{"slug":1244},"peter-bjoern-larsen","Peter Bjørn Larsen","/faculty/peter-bjoern-larsen",{},"faculty/peter-bjoern-larsen","Local data collaboratives for developing new data products and encourage more re-use of data in urban development","Lp-yGgDtRiumjQDA7V0pCK9eKgypPaVB_AQ2vCJurf4",{"id":1252,"title":1253,"affiliation":1254,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1255,"legacy":15,"linkedin":1256,"meta":1257,"name":1253,"navigation":15,"path":1259,"photo":34,"role":34,"seo":1260,"stem":1261,"topic":34,"website":34,"__hash__":1262},"faculty/faculty/peter-lovelock.json","Peter Lovelock","Access Partnership","https://cms.thegovlab.com/assets/4a42ed27-8592-4d51-8dc4-7c06676d11e8","https://www.linkedin.com/in/peter-lovelock-24b234/",{"slug":1258},"peter-lovelock","/faculty/peter-lovelock",{},"faculty/peter-lovelock","T-0rMxQjEpVL0gBDJT3nu7rEeXXiZmVcF30aB_OECzk",{"id":1264,"title":1265,"affiliation":1266,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1267,"legacy":15,"linkedin":1268,"meta":1269,"name":1265,"navigation":15,"path":1271,"photo":34,"role":34,"seo":1272,"stem":1273,"topic":34,"website":34,"__hash__":1274},"faculty/faculty/peter-rabley.json","Peter Rabley","The Open Geospatial Consortium","https://cms.thegovlab.com/assets/f7df3113-939b-4ec7-b527-f50622634e74","https://www.linkedin.com/in/peterrabley/",{"slug":1270},"peter-rabley","/faculty/peter-rabley",{},"faculty/peter-rabley","DJ0hn_3mdyNHFgwu8wiVLPcziiRfljHClrWpRzW-3J4",{"id":1276,"title":1277,"affiliation":1278,"bio":34,"body":34,"category":86,"cohort":374,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1279,"legacy":45,"linkedin":1280,"meta":1281,"name":1283,"navigation":15,"path":1284,"photo":34,"role":34,"seo":1285,"stem":1286,"topic":1287,"website":34,"__hash__":1288},"faculty/faculty/petra-keller-gueguen.json","Petra Keller Gueguen","Federal Statistical Office FSO","https://cms.thegovlab.com/assets/13164688-806d-4e0f-ad7e-2a3ceb3e4c86","https://www.linkedin.com/in/petra-keller-gu%C3%A9guen-1b58264a/",{"slug":1282},"petra-keller-gueguen","Petra Keller Guéguen","/faculty/petra-keller-gueguen",{},"faculty/petra-keller-gueguen","Agriculture and voting results: 2 use cases for successful data stewardship","Urak9ekI5LPju5tXbCLNHMy4FFgSvEZjhMxaGoK48U4",{"id":1290,"title":1291,"affiliation":1292,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1293,"legacy":15,"linkedin":1294,"meta":1295,"name":1291,"navigation":15,"path":1297,"photo":34,"role":34,"seo":1298,"stem":1299,"topic":34,"website":34,"__hash__":1300},"faculty/faculty/pieter-de-leenheer.json","Pieter De Leenheer","DNAnexus, Collibra","https://cms.thegovlab.com/assets/4b3efc00-c8b9-4f27-9bc4-b5aa3bc7b28d","https://www.linkedin.com/in/pieterdeleenheer/",{"slug":1296},"pieter-de-leenheer","/faculty/pieter-de-leenheer",{},"faculty/pieter-de-leenheer","nAiKM_c4vT7YgMB6xtyozZ0sSP1dSe2FBYyadFwzBYI",{"id":1302,"title":1303,"affiliation":1304,"bio":34,"body":34,"category":86,"cohort":360,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1305,"legacy":45,"linkedin":1306,"meta":1307,"name":1309,"navigation":15,"path":1310,"photo":34,"role":34,"seo":1311,"stem":1312,"topic":1313,"website":34,"__hash__":1314},"faculty/faculty/prof-dr-maximilian-von-grafenstein.json","Prof Dr Maximilian Von Grafenstein","Humboldt Institute for Internet and Society (HIIG)","https://cms.thegovlab.com/assets/199a4fc2-a59e-40cd-9129-e1c500724065","https://www.linkedin.com/in/max-von-grafenstein-208a8632/",{"slug":1308},"prof-dr-maximilian-von-grafenstein","Prof. Dr. Maximilian von Grafenstein","/faculty/prof-dr-maximilian-von-grafenstein",{},"faculty/prof-dr-maximilian-von-grafenstein","Regulatory component to data sharing & pre-conditions for data governance and re-use","yw8vqvESuFtOZy5-U5JYfG2vp-D9avyR5X8pvXyC7s8",{"id":1316,"title":1317,"affiliation":1318,"bio":34,"body":34,"category":86,"cohort":360,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1319,"legacy":45,"linkedin":1320,"meta":1321,"name":1323,"navigation":15,"path":1324,"photo":34,"role":34,"seo":1325,"stem":1326,"topic":1327,"website":34,"__hash__":1328},"faculty/faculty/prof-ingmar-weber.json","Prof Ingmar Weber","University of Saarland","https://cms.thegovlab.com/assets/955b4d7d-da9f-45df-b55b-343053d0b05d","https://www.linkedin.com/in/ingmarweber/",{"slug":1322},"prof-ingmar-weber","Prof. Ingmar Weber","/faculty/prof-ingmar-weber",{},"faculty/prof-ingmar-weber","Computing for Society/Social Good","ePpzAhfnIE9mCjxcBmbJGDxpIVRb0-hToWFYEWasY5s",{"id":1330,"title":1331,"affiliation":34,"bio":1332,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1333,"legacy":45,"linkedin":1334,"meta":1335,"name":1337,"navigation":15,"path":1338,"photo":34,"role":34,"seo":1339,"stem":1340,"topic":34,"website":34,"__hash__":1341},"faculty/faculty/professor-brian-head-fassa.json","Professor Brian Head Fassa","\u003Cp>Professor Brian Head is a leading authority on public policy and governance, with extensive experience working across government, universities and the non-government sector. He is currently the President of the Scientific Advisory Committee for the UNESCO social sciences program and is a Fellow of the Academy of the Social Sciences in Australia.\u003C/p>\n\u003Cp>His work focuses on evidence-informed policy, policy expertise and complex or &lsquo;wicked&rsquo; problems, with a long-standing commitment to bridging research, policy and practice. Professor Head has advised state and federal governments, contributed to major policy reviews, and delivered keynote addresses at national and international forums, including those organised by the OECD.\u003C/p>","https://cms.thegovlab.com/assets/78d98826-ff3d-4072-8992-ae5ec530b99c","https://www.linkedin.com/in/brian-head-377b7b15/",{"slug":1336},"professor-brian-head-fassa","Professor Brian Head FASSA","/faculty/professor-brian-head-fassa",{},"faculty/professor-brian-head-fassa","ISkmG6eQk4OVvOmFtV0GLkG0lVzQklOWBOHA0Rio7h8",{"id":1343,"title":1344,"affiliation":34,"bio":1345,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1346,"legacy":45,"linkedin":1347,"meta":1348,"name":1350,"navigation":15,"path":1351,"photo":34,"role":34,"seo":1352,"stem":1353,"topic":34,"website":34,"__hash__":1354},"faculty/faculty/professor-tahu-kukutai-phd-frsnz.json","Professor Tahu Kukutai Phd Frsnz","\u003Cp>Tahu Kukutai is Professor of Demography at Te Ngira Institute for Population Research and Co-Director of Ngā Pae o te Māramatanga Centre of Research Excellence. Tahu specialises in Māori and Indigenous demography and data sovereignty and has received a number of awards for her contribution to these fields. Her recent publications include&nbsp;\u003Cu>\u003Ca href=\"https://press.anu.edu.au/publications/series/caepr/indigenous-data-sovereignty\" target=\"_blank\" rel=\"noopener\">Indigenous data sovereignty: Toward an agenda\u003C/a>\u003C/u>&nbsp;(ANU Press),&nbsp;\u003Cu>\u003Ca href=\"https://www.taylorfrancis.com/books/oa-edit/10.4324/9780429273957/indigenous-data-sovereignty-policy-maggie-walter-tahu-kukutai-stephanie-russo-carroll-desi-rodriguez-lonebear\" target=\"_blank\" rel=\"noopener\">Indigenous data sovereignty and policy\u003C/a>\u003C/u>&nbsp;(Routledge), The&nbsp;\u003Cu>\u003Ca href=\"https://academic.oup.com/edited-volume/37077\">Oxford handbook of Indigenous sociology\u003C/a>\u003C/u>&nbsp;(Oxford),&nbsp;\u003Cu>\u003Ca href=\"https://www.routledge.com/Indigenous-Statistics-A-Quantitative-Research-Methodology/Walter-Andersen-Kukutai-Gabel/p/book/9781032002507?srsltid=AfmBOoqPLZnF318mBsuzlutgUWnCLEk1KjuEMjPAfaD6IfyzsMPYfn39\" target=\"_blank\" rel=\"noopener\">Indigenous statistics: From data deficits to data sovereignty\u003C/a>\u003C/u>&nbsp;(Routledge) and the&nbsp;\u003Cu>\u003Ca href=\"https://www.kahuiraraunga.io/maoridatagovernance\" target=\"_blank\" rel=\"noopener\">Māori Data Governance Model\u003C/a>\u003C/u>&nbsp;(Te Kāhui Raraunga). Tahu has undertaken research for numerous tribes, Māori communities, and Government agencies, and provided strategic advice across a range of sectors. She is a founding member of the Māori Data Sovereignty Network Te Mana Raraunga and the Global Indigenous Data Alliance.\u003C/p>\n\u003Cp>Tahu is an elected Fellow of the Royal Society Te Apārangi and a Life Member of the Population Association of New Zealand. Her affiliations are Ngāti Tiipa, Ngāti Māhanga, Ngāti Kinohaku and Te Aupōuri.\u003C/p>","https://cms.thegovlab.com/assets/0de27b97-53c6-46ba-b2df-87d124b6fe35","https://www.linkedin.com/in/tahu-kukutai-phd-frsnz-167810/",{"slug":1349},"professor-tahu-kukutai-phd-frsnz","Professor Tahu Kukutai, PhD FRSNZ","/faculty/professor-tahu-kukutai-phd-frsnz",{},"faculty/professor-tahu-kukutai-phd-frsnz","Lzmn4cLNPFj29qN6t0_uVa3e7Lmqof_E9_rDqxsznIs",{"id":1356,"title":1357,"affiliation":1358,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1359,"legacy":15,"linkedin":1360,"meta":1361,"name":1357,"navigation":15,"path":1363,"photo":34,"role":34,"seo":1364,"stem":1365,"topic":34,"website":34,"__hash__":1366},"faculty/faculty/rachel-wells.json","Rachel Wells","Datakind","https://cms.thegovlab.com/assets/f8e45cd8-70a5-44f7-a129-241c854ead8b","https://www.linkedin.com/in/rachellaurynwells/",{"slug":1362},"rachel-wells","/faculty/rachel-wells",{},"faculty/rachel-wells","Zd9QUrN8U6ZrsSjhy-DLWFIY0ZYcw7MdP2uG5IdoZDs",{"id":1368,"title":1369,"affiliation":1370,"bio":34,"body":34,"category":86,"cohort":360,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1371,"legacy":45,"linkedin":1372,"meta":1373,"name":1369,"navigation":15,"path":1375,"photo":34,"role":34,"seo":1376,"stem":1377,"topic":1378,"website":34,"__hash__":1379},"faculty/faculty/ramy-hcini.json","Ramy Hcini","Think-It","https://cms.thegovlab.com/assets/8405f27d-b2e7-498e-aeb2-34b15fc92119","https://www.linkedin.com/in/ramy-hcini/",{"slug":1374},"ramy-hcini","/faculty/ramy-hcini",{},"faculty/ramy-hcini","Data Spaces in the context of matching demand and supply and security","-rWrvlNEWCn3XBHQmb9CWYvT0ahjPATj9z7NS8LhpXg",{"id":1381,"title":1382,"affiliation":1383,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1384,"legacy":15,"linkedin":1385,"meta":1386,"name":1382,"navigation":15,"path":1388,"photo":34,"role":34,"seo":1389,"stem":1390,"topic":34,"website":34,"__hash__":1391},"faculty/faculty/richard-benjamins.json","Richard Benjamins","OdiseIA","https://cms.thegovlab.com/assets/1b4d1a3a-4bc9-46bb-8f4c-59001cee0bdb","https://www.linkedin.com/in/richard-benjamins/",{"slug":1387},"richard-benjamins","/faculty/richard-benjamins",{},"faculty/richard-benjamins","qVN1VHgFK92frM8UkhDTLNHl1e7fKik9zKgXft5EHhY",{"id":1393,"title":1394,"affiliation":34,"bio":1395,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1396,"legacy":45,"linkedin":34,"meta":1397,"name":1394,"navigation":15,"path":1399,"photo":34,"role":1400,"seo":1401,"stem":1402,"topic":34,"website":34,"__hash__":1403},"faculty/faculty/roshni-singh.json","Roshni Singh","Roshni Singh is a Researcher at The GovLab. She holds a Master’s degree in International Affairs from The New School, with a concentration in conflict and security, and a Bachelor of Arts in Liberal Arts, where she designed her own major titled 'The Politics of Injustice: Examining the 'Other' in International Law and Security.' Roshni has worked with organizations such as UNHCR, the International Rescue Committee, and Generation Citizen, focusing on research and policy analysis. As a passionate advocate for human rights and refugee protection, her work at the Ritsona Refugee Camp and other initiatives highlights her commitment to making a positive social impact.","https://cms.thegovlab.com/assets/d04e315a-34dc-4939-abb2-9c276d703a30",{"slug":1398},"roshni-singh","/faculty/roshni-singh","Researcher",{},"faculty/roshni-singh","kUaO0OcbTVbPEwRHOjfHOS7QHtVgeVjEWIuGL18ywrM",{"id":1405,"title":1406,"affiliation":1407,"bio":34,"body":34,"category":86,"cohort":374,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1408,"legacy":45,"linkedin":34,"meta":1409,"name":1406,"navigation":15,"path":1411,"photo":34,"role":34,"seo":1412,"stem":1413,"topic":1414,"website":34,"__hash__":1415},"faculty/faculty/ross-purves.json","Ross Purves","University of Zürich","https://cms.thegovlab.com/assets/760a7335-c0af-4597-9f96-96e39bae928d",{"slug":1410},"ross-purves","/faculty/ross-purves",{},"faculty/ross-purves","Teaching with and about (Open)(Government) data","y1f3pdZUzV6y2h-35-8fSldW2Z6ct7TajTj1ikGqh8c",{"id":1417,"title":1418,"affiliation":1419,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1420,"legacy":15,"linkedin":1421,"meta":1422,"name":1418,"navigation":15,"path":1424,"photo":34,"role":34,"seo":1425,"stem":1426,"topic":34,"website":34,"__hash__":1427},"faculty/faculty/rudi-borrmann.json","Rudi Borrmann","Open Government Partnership","https://cms.thegovlab.com/assets/efeb6c92-a5bf-4d70-8af0-5c3f568e70ba","https://www.linkedin.com/in/rudiborrmann/",{"slug":1423},"rudi-borrmann","/faculty/rudi-borrmann",{},"faculty/rudi-borrmann","S95VUc9mtByKc1NUVAzZHo4KBPBdauoJdxLVaVn6Mbw",{"id":1429,"title":1430,"affiliation":1431,"bio":34,"body":34,"category":86,"cohort":374,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1432,"legacy":45,"linkedin":1433,"meta":1434,"name":1430,"navigation":15,"path":1436,"photo":34,"role":34,"seo":1437,"stem":1438,"topic":1439,"website":34,"__hash__":1440},"faculty/faculty/sachit-mahajan.json","Sachit Mahajan","ETH Zürich","https://cms.thegovlab.com/assets/2a8243e0-6507-43ca-8eb5-641cb710de93","https://www.linkedin.com/in/sachit-mahajan-9052b745/",{"slug":1435},"sachit-mahajan","/faculty/sachit-mahajan",{},"faculty/sachit-mahajan","Designing Routing as Civic Infrastructure: Open, Interoperable, Reusable","h2TFPUORfSpJrqXTOYHtmXLzbLYs7bNnHgPb79YXW6g",{"id":1442,"title":1443,"affiliation":34,"bio":1444,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1445,"legacy":45,"linkedin":34,"meta":1446,"name":1443,"navigation":15,"path":1448,"photo":34,"role":1449,"seo":1450,"stem":1451,"topic":34,"website":34,"__hash__":1452},"faculty/faculty/sampriti-saxena.json","Sampriti Saxena","Sampriti Saxena is a research intern at The GovLab. She recently completed her master’s degree in International Social Public Policy with a specialization in Development from the London School of Economics. At The GovLab, she supports the Data Program research team across a number of their projects. Sampriti also holds a bachelor’s degree in Economics with a double minor in Global Studies and French from the University of California, Berkeley.","https://cms.thegovlab.com/assets/7d058427-033e-421d-9960-6fa6dada36bb",{"slug":1447},"sampriti-saxena","/faculty/sampriti-saxena","Research Intern",{},"faculty/sampriti-saxena","1lFtbfZZp9b1-kPQmsAfiyWL97jl9yyGknrizGeyyQQ",{"id":1454,"title":1455,"affiliation":1456,"bio":34,"body":34,"category":86,"cohort":374,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1457,"legacy":45,"linkedin":1458,"meta":1459,"name":1455,"navigation":15,"path":1461,"photo":34,"role":34,"seo":1462,"stem":1463,"topic":1464,"website":34,"__hash__":1465},"faculty/faculty/sebastian-sigloch.json","Sebastian Sigloch","Switch","https://cms.thegovlab.com/assets/ba59d107-03c4-4ef2-bf4d-55c2f6377c76","https://www.linkedin.com/in/sebastian-s-3889b024a/",{"slug":1460},"sebastian-sigloch","/faculty/sebastian-sigloch",{},"faculty/sebastian-sigloch","Switch Data","0kYV6nwaqMpwvxd2A511FYmQqP7CvEYqhjs2h4ZyaTA",{"id":1467,"title":1468,"affiliation":820,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1469,"legacy":15,"linkedin":1470,"meta":1471,"name":1468,"navigation":15,"path":1473,"photo":34,"role":34,"seo":1474,"stem":1475,"topic":34,"website":34,"__hash__":1476},"faculty/faculty/shanna-crumley.json","Shanna Crumley","https://cms.thegovlab.com/assets/bfe62fac-d24c-4f90-9698-f67638348b00","https://www.linkedin.com/in/shannacrumley/",{"slug":1472},"shanna-crumley","/faculty/shanna-crumley",{},"faculty/shanna-crumley","iXUsWMnMY6mPvKHDLhgAZyhxocsHbNxH-_5w1E3Ffww",{"id":1478,"title":1479,"affiliation":820,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1480,"legacy":15,"linkedin":1481,"meta":1482,"name":1479,"navigation":15,"path":1484,"photo":34,"role":34,"seo":1485,"stem":1486,"topic":34,"website":34,"__hash__":1487},"faculty/faculty/smita-jain.json","Smita Jain","https://cms.thegovlab.com/assets/3dbab9bf-ab59-4ff4-8a3c-56310b628071","https://www.linkedin.com/in/smita-jain1/",{"slug":1483},"smita-jain","/faculty/smita-jain",{},"faculty/smita-jain","g6qNp1x4R9a3MCXfGu-OOgoj8Dze1jUxqKdMuaw29M4",{"id":1489,"title":1490,"affiliation":1491,"bio":1492,"body":34,"category":72,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1493,"legacy":45,"linkedin":1494,"meta":1495,"name":1490,"navigation":15,"path":1497,"photo":34,"role":1498,"seo":1499,"stem":1500,"topic":34,"website":34,"__hash__":1501},"faculty/faculty/stefaan-verhulst.json","Stefaan Verhulst","Data Stewards Founder","\u003Cp dir=\"ltr\">\u003Cstrong>Dr. Stefaan Verhulst \u003C/strong>is Co-Founder of the DataTank and The GovLab and the main lecturer of the data stewardship academy. In addition, he is a Research Professor at the Center for Urban Science and Progress at the Tandon School of Engineering of New York University; and a Senior Advisor to the Markle Foundation where he spent more than a decade as Chief of Research. He is also the Editor-in-Chief of the open-access journal Data &amp; Policy (Cambridge University Press); the Research Director of the MacArthur Research Network on Opening Governance; Chair of the Data for Children Collaborative with Unicef; a member of the High-Level Expert Group to the European Commission on Business-to-Government Data Sharing; and of the Expert Group to Eurostat on using Private Sector data for Official Statistics. In addition he is also a member of the UNESCO Information Ethics Working Group; Researcher at the ISI Foundation (Torino, Italy); Senior Researcher at SMIT (Studies in Media, Innovation and Technology) at the Free University of Brussels (VUB) . In 2018 he was recognized as one of the 10 Most Influential Academics in Digital Government globally (by the global policy platform Apolitical). Previously at Oxford University, he was the UNESCO Chairholder in Communications Law and Policy and co-founded and was the Head of the Program in Comparative Media Law and Policy at the Center for Socio-Legal Studies. He was the Socio-Legal Fellow at Wolfson College, and is still an emeritus fellow at Oxford. He also taught for several years at the London School of Economics and was Co-Founder and Co-Director of the International Media and Info-Comms Policy and Law Studies (IMPS) at the University of Glasgow School of Law.\u003C/p>\n\u003Cp>He has published widely - including seven books- and his writings and work have appeared in the Harvard Business Review, Stanford Social Innovation Review, Project Syndicate, Wall Street Journal, and The Conversation (among many other outlets). He is asked regularly to present at international conferences including, for instance, TED, Collision, and the UN World Data Forum. Numerous organizations have sought his counsel on a variety of topics including data and AI governance - including the WorldBank; IDB, CAP, USAID, DFID, IDRC, AFP, the European Commission, Council of Europe, the World Economic Forum, UNICEF, OECD, UN-OCHA, UNDP, UNESCO and several other international and national private and public organizations. He is also a Linkedin Learning instructor seeking to democratize the practice of data stewardship globally.\u003C/p>","https://cms.thegovlab.com/assets/5f5b52b5-44d9-4840-88f3-8ac6e9cb5ae2","https://www.linkedin.com/in/stefaan-verhulst/",{"slug":1496},"stefaan-verhulst","/faculty/stefaan-verhulst","Course Lead",{},"faculty/stefaan-verhulst","OU0_J9qbLAdOggqbBTXHGlhgyazJ7eKPpwEn4eIiPdA",{"id":1503,"title":1504,"affiliation":1505,"bio":34,"body":34,"category":86,"cohort":374,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1506,"legacy":45,"linkedin":1507,"meta":1508,"name":1504,"navigation":15,"path":1510,"photo":34,"role":34,"seo":1511,"stem":1512,"topic":1513,"website":34,"__hash__":1514},"faculty/faculty/stefan-metzger.json","Stefan Metzger","Beyond Civic","https://cms.thegovlab.com/assets/0da4a628-95f3-434f-8281-043a04c9db29","https://www.linkedin.com/in/stefan-p-metzger/",{"slug":1509},"stefan-metzger","/faculty/stefan-metzger",{},"faculty/stefan-metzger","TriRegio Data Space / Data Space Concept","Si9xi0nfhdPCS4LYK1_0Zl3GtlwKsgmkY3IkaVGxIjM",{"id":1516,"title":1517,"affiliation":1518,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1519,"legacy":15,"linkedin":1520,"meta":1521,"name":1517,"navigation":15,"path":1523,"photo":34,"role":34,"seo":1524,"stem":1525,"topic":34,"website":34,"__hash__":1526},"faculty/faculty/stephen-chacha.json","Stephen Chacha","Development Transformations","https://cms.thegovlab.com/assets/a07ea099-6032-439c-b046-5ccb7f7c31f6","https://www.linkedin.com/in/stephenchacha/",{"slug":1522},"stephen-chacha","/faculty/stephen-chacha",{},"faculty/stephen-chacha","XFQOVAoxxF-67x3MvbGeTd21mOgiVjsQQPfmiv5hsA0",{"id":1528,"title":1529,"affiliation":1530,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1531,"legacy":15,"linkedin":1532,"meta":1533,"name":1529,"navigation":15,"path":1535,"photo":34,"role":34,"seo":1536,"stem":1537,"topic":34,"website":34,"__hash__":1538},"faculty/faculty/stuart-campo.json","Stuart Campo","IOM UN Migration","https://cms.thegovlab.com/assets/f0c094cc-6f8b-4ed2-a06f-9e11b0992bc2","https://www.linkedin.com/in/stuart-campo-102182a/",{"slug":1534},"stuart-campo","/faculty/stuart-campo",{},"faculty/stuart-campo","xXK07w7YG_SxEIXVQ7xX6hefQP1-rtKW0CU4ggTVc_w",{"id":1540,"title":1541,"affiliation":1542,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1543,"legacy":15,"linkedin":1544,"meta":1545,"name":1541,"navigation":15,"path":1547,"photo":34,"role":34,"seo":1548,"stem":1549,"topic":34,"website":34,"__hash__":1550},"faculty/faculty/tyler-kleykamp.json","Tyler Kleykamp","Connecticut Foodshare","https://cms.thegovlab.com/assets/93f81f60-f2fd-48bf-a4ba-edf9a5f76ed1","https://www.linkedin.com/in/tyler-kleykamp/",{"slug":1546},"tyler-kleykamp","/faculty/tyler-kleykamp",{},"faculty/tyler-kleykamp","DOVnyGWVqDjwZO2jmL5sZtThIYSc2L4-qLXFkUbHh6I",{"id":1552,"title":1553,"affiliation":34,"bio":1554,"body":34,"category":59,"cohort":34,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1555,"legacy":45,"linkedin":34,"meta":1556,"name":1553,"navigation":15,"path":1558,"photo":34,"role":1113,"seo":1559,"stem":1560,"topic":34,"website":34,"__hash__":1561},"faculty/faculty/uma-kalkar.json","Uma Kalkar","Uma Kalkar is a research assistant at The GovLab and a dual-degree candidate for a Master of Public Policy specializing in Digital and New Technology at The Paris Institute of Political Studies (Sciences Po) and a Master of Global Affairs at the University of Toronto. She is also the Innovation Director of 18by Vote, a youth-led non-profit that helps 16, 17, and 18-year-olds understand how to vote, when to vote, and why to vote. Her work focuses on digital inequities, open data initiatives, and civic organizing in digital spaces. Uma was a 2019-2020 Presidential Fellow at the Center for the Study of the Presidency and Congress (CSPC) researching the political effects of the urban-rural digital divide in the United States. Uma holds a B.Sc. (Honors) majoring in Peace, Conflict, and Justice and double minoring in Mathematics and Biology from the University of Toronto.","https://cms.thegovlab.com/assets/32ba2a39-f9a4-4a58-8488-957ccdd54b41",{"slug":1557},"uma-kalkar","/faculty/uma-kalkar",{},"faculty/uma-kalkar","19ZAaVczDlFV-CVrOsdscP-9-93mnw4uUTgdHt78-6I",{"id":1563,"title":1564,"affiliation":1565,"bio":34,"body":34,"category":86,"cohort":115,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1566,"legacy":15,"linkedin":1567,"meta":1568,"name":1564,"navigation":15,"path":1570,"photo":34,"role":34,"seo":1571,"stem":1572,"topic":34,"website":34,"__hash__":1573},"faculty/faculty/valentin-muresan.json","Valentin Muresan","ABQ.Institute, Equal 1, Primăria Municipiului Timișoara","https://cms.thegovlab.com/assets/48264b87-4afd-423b-bc22-60ea1553179f","https://www.linkedin.com/in/valmuresan/",{"slug":1569},"valentin-muresan","/faculty/valentin-muresan",{},"faculty/valentin-muresan","bMedh5cgp7_cnJQAqbyIyK6naTlb14-9oRlJ539yl5Q",{"id":1575,"title":1576,"affiliation":1370,"bio":34,"body":34,"category":86,"cohort":360,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1577,"legacy":45,"linkedin":1578,"meta":1579,"name":1576,"navigation":15,"path":1581,"photo":34,"role":34,"seo":1582,"stem":1583,"topic":1378,"website":34,"__hash__":1584},"faculty/faculty/wassim-kallel.json","Wassim Kallel","https://cms.thegovlab.com/assets/7fc3249b-36ae-4bf2-8a24-f17915701918","https://www.linkedin.com/in/wassimkallel/",{"slug":1580},"wassim-kallel","/faculty/wassim-kallel",{},"faculty/wassim-kallel","vHzByAWe3IfptF8--3FBseOaOdIP_uSWNAH37IgoZbs",{"id":1586,"title":1587,"affiliation":1588,"bio":34,"body":34,"category":86,"cohort":659,"description":34,"expertise":34,"extension":44,"headshot":34,"image":1589,"legacy":45,"linkedin":1590,"meta":1591,"name":1587,"navigation":15,"path":1593,"photo":34,"role":34,"seo":1594,"stem":1595,"topic":1596,"website":34,"__hash__":1597},"faculty/faculty/yannik-sassmann.json","Yannik Sassmann","Federal Ministry of Economic Cooperation and Development (BMZ)","https://cms.thegovlab.com/assets/39964c54-c032-44ee-855f-ea9a59546eb5","https://www.linkedin.com/in/yannik-sassmann/",{"slug":1592},"yannik-sassmann","/faculty/yannik-sassmann",{},"faculty/yannik-sassmann","BMZ Data and AI Lab","ZlegG-Md_hy5eQodCby9lZL8eA_6iQMH6KvMupVtYeA",1781873994460]