diff --git a/logistics.md b/logistics.md index 1ec0ee4..8ab7d3c 100644 --- a/logistics.md +++ b/logistics.md @@ -7,7 +7,7 @@ - Conference location: [NSF Building, 2415 Eisenhower Ave, Alexandria, VA 22314](https://maps.app.goo.gl/ExjiZjjK8N2wHhUY6) - The conference is a [5 minute walk](https://www.google.com/maps/dir/Residence+Inn+by+Marriott+Alexandria+Old+Town+South+at+Carlyle,+Mill+Road,+Alexandria,+VA/National+Science+Foundation,+2415+Eisenhower+Ave,+Alexandria,+VA+22314/@38.8018387,-77.0702297,18z/data=!3m1!4b1!4m14!4m13!1m5!1m1!1s0x89b7b1a8af3fd5f5:0xedd96d11e6c0c66!2m2!1d-77.0677201!2d38.8027195!1m5!1m1!1s0x89b7b4245b7c2a15:0x4b85ed20a7b436d0!2m2!1d-77.0705184!2d38.8014418!3e2?entry=ttu) from the hotel. - Please review the [NSF Visit Page](https://new.nsf.gov/about/visit), with instructions on what one needs to get into the building. - - Please plan to arrive 5 to 10 minutes early to account for security screening. + - Please plan to arrive 30 minutes early to account for security screening. - Working lunch will be provided as part of the workshop in each day. - Dinner on your own (but please plan to go with some workshop friends!) diff --git a/references.md b/references.md index c57a3bf..3df12b1 100644 --- a/references.md +++ b/references.md @@ -4,70 +4,80 @@ ### Peer-Reviewed Articles -- Krzysztof J Gorgolewski, Tibor Auer, Vince D Calhoun, R Cameron Craddock, Samir Das, Eugene P Duff, Guillaume Flandin, Satrajit S Ghosh, Tristan Glatard, Yaroslav O Halchenko, Daniel A Handwerker, Michael Hanke, David Keator, Xiangrui Li, Zachary Michael, Camille Maumet, B Nolan Nichols, Thomas E Nichols, John Pellman, Jean-Baptiste Poline, Ariel Rokem, Gunnar Schaefer, Vanessa Sochat, William Triplett, Jessica A Turner, Gaël Varoquaux, and Russell A Poldrack. **The Brain Imaging Data Structure, a format for organizing and describing outputs of neuroimaging experiments**. Sci Data, 3:160044, June 2016. URL: [https://www.nature.com/articles/sdata201644](https://www.nature.com/articles/sdata201644). DOI: [https://doi.org/10.1038/sdata.2016.44](https://doi.org/10.1038/sdata.2016.44). +- Russell A. Poldrack, Christopher J. Markiewicz, Stefan Appelhoff, Yoni K. Ashar, Tibor Auer, Sylvain Baillet, Shashank Bansal, Leandro Beltrachini, Christian G. Benar, Giacomo Bertazzoli, Suyash Bhogawar, Ross W. Blair, Marta Bortoletto, Mathieu Boudreau, Teon L. Brooks, Vince D. Calhoun, Filippo Maria Castelli, Patricia Clement, Alexander L. Cohen, Julien Cohen-Adad, Sasha D’Ambrosio, Gilles de Hollander, María de la Iglesia-Vayá, Alejandro de la Vega, Arnaud Delorme, Orrin Devinsky, Dejan Draschkow, Eugene Paul Duff, Elizabeth DuPre, Eric Earl, Oscar Esteban, Franklin W. Feingold, Guillaume Flandin, Anthony Galassi, Giuseppe Gallitto, Melanie Ganz, Rémi Gau, James Gholam, Satrajit S. Ghosh, Alessio Giacomel, Ashley G. Gillman, Padraig Gleeson, Alexandre Gramfort, Samuel Guay, Giacomo Guidali, Yaroslav O. Halchenko, Daniel A. Handwerker, Nell Hardcastle, Peer Herholz, Dora Hermes, Christopher J. Honey, Robert B. Innis, Horea-Ioan Ioanas, Andrew Jahn, Agah Karakuzu, David B. Keator, Gregory Kiar, Balint Kincses, Angela R. Laird, Jonathan C. Lau, Alberto Lazari, Jon Haitz Legarreta, Adam Li, Xiangrui Li, Bradley C. Love, Hanzhang Lu, Eleonora Marcantoni, Camille Maumet, Giacomo Mazzamuto, Steven L. Meisler, Mark Mikkelsen, Henk Mutsaerts, Thomas E. Nichols, Aki Nikolaidis, Gustav Nilsonne, Guiomar Niso, Martin Norgaard, Thomas W. Okell, Robert Oostenveld, Eduard Ort, Patrick J. Park, Mateusz Pawlik, Cyril R. Pernet, Franco Pestilli, Jan Petr, Christophe Phillips, Jean-Baptiste Poline, Luca Pollonini, Pradeep Reddy Raamana, Petra Ritter, Gaia Rizzo, Kay A. Robbins, Alexander P. Rockhill, Christine Rogers, Ariel Rokem, Chris Rorden, Alexandre Routier, Jose Manuel Saborit-Torres, Taylor Salo, Michael Schirner, Robert E. Smith, Tamas Spisak, Julia Sprenger, Nicole C. Swann, Martin Szinte, Sylvain Takerkart, Bertrand Thirion, Adam G. Thomas, Sajjad Torabian, Gael Varoquaux, Bradley Voytek, Julius Welzel, Martin Wilson, Tal Yarkoni, Krzysztof J. Gorgolewski. **The past, present, and future of the brain imaging data structure (BIDS)**. Imaging Neuroscience (2024). URL: [https://direct.mit.edu/imag/article/doi/10.1162/imag_a_00103/119672](https://direct.mit.edu/imag/article/doi/10.1162/imag_a_00103/119672). DOI: [https://doi.org/10.1162/imag_a_00103](https://doi.org/10.1162/imag_a_00103) - Christopher J Markiewicz, Krzysztof J Gorgolewski, Franklin Feingold, Ross Blair, Yaroslav O Halchenko, Eric Miller, Nell Hardcastle, Joe Wexler, Oscar Esteban, Mathias Goncavles, Anita Jwa, and Russell Poldrack. **The OpenNeuro resource for sharing of neuroscience data**. Elife, October 2021. URL: [https://elifesciences.org/articles/71774](https://elifesciences.org/articles/71774). DOI: [https://doi.org/10.7554/eLife.71774](https://doi.org/10.7554/eLife.71774) -- Yarkoni, Tal, Dean Eckles, James AJ Heathers, Margaret C. Levenstein, Paul E. Smaldino, and Julia I. Lane. **Enhancing and accelerating social science via automation: Challenges and opportunities**. Harvard Data Science Review 3, no. 2 (2021). URL:[https://hdsr.mitpress.mit.edu/pub/nu90ngsc/release/4](https://hdsr.mitpress.mit.edu/pub/nu90ngsc/release/4). DOI: [https://doi.org/10.1162/99608f92.df2262f5](https://doi.org/10.1162/99608f92.df2262f5) +- Russell A Poldrack, Franklin Feingold, Michael J Frank, Padraig Gleeson, Gilles de Hollander, Quentin J. M. Huys, Bradley C. Love, Christopher J. Markiewicz, Rosalyn Moran, Petra Ritter, Timothy T. Rogers, Brandon M. Turner, Tal Yarkoni, Ming Zhan, and Jonathan D. Cohen. **The importance of standards for sharing of computational models and data**. Computational Brain & Behavior 2 (2019): 229-232. URL: [https://link.springer.com/article/10.1007/s42113-019-00062-x](https://link.springer.com/article/10.1007/s42113-019-00062-x). DOI: [https://doi.org/10.1007/s42113-019-00062-x](https://doi.org/10.1007/s42113-019-00062-x) + +- Yarkoni, Tal, Dean Eckles, James AJ Heathers, Margaret C. Levenstein, Paul E. Smaldino, and Julia I. Lane. **Enhancing and accelerating social science via automation: Challenges and opportunities**. Harvard Data Science Review 3, no. 2 (2021). URL:[https://hdsr.mitpress.mit.edu/pub/nu90ngsc/release/4](https://hdsr.mitpress.mit.edu/pub/nu90ngsc/release/4). DOI: [https://doi.org/10.1162/99608f92.df2262f5](https://doi.org/10.1162/99608f92.df2262f5) + +- Krzysztof J Gorgolewski, Tibor Auer, Vince D Calhoun, R Cameron Craddock, Samir Das, Eugene P Duff, Guillaume Flandin, Satrajit S Ghosh, Tristan Glatard, Yaroslav O Halchenko, Daniel A Handwerker, Michael Hanke, David Keator, Xiangrui Li, Zachary Michael, Camille Maumet, B Nolan Nichols, Thomas E Nichols, John Pellman, Jean-Baptiste Poline, Ariel Rokem, Gunnar Schaefer, Vanessa Sochat, William Triplett, Jessica A Turner, Gaël Varoquaux, and Russell A Poldrack. **The Brain Imaging Data Structure, a format for organizing and describing outputs of neuroimaging experiments**. Sci Data, 3:160044, June 2016. URL: [https://www.nature.com/articles/sdata201644](https://www.nature.com/articles/sdata201644). DOI: [https://doi.org/10.1038/sdata.2016.44](https://doi.org/10.1038/sdata.2016.44). ### Non-Peer-Reviewed Documents & Articles - - - Title: **Working in Public: The Making and Maintenance of Open Source Software** - - Type: Book - - Author: Eghbal, Nadia - - Year: 2020 - - Identifier: 0578675862 - - Link: [https://press.stripe.com/working-in-public](https://press.stripe.com/working-in-public) - - Abstract / Summary: In this book Eghbal presents an overview of the socio-technical nuances of Open source development. Of particular relation to the topic of Open Source Ecosystems, Eghbal dedicates a portion of discussion to the issue(s) of Open Source communities and organizations. Through this exploration she reveals many of the challenges associated with the coordination and sustenance of a coherent and aligned Open Source endeavor. + - _Title_: **Working in Public: The Making and Maintenance of Open Source Software** + - _Type_: Book + - _Author_: Eghbal, Nadia + - _Year_: 2020 + - _Identifier_: 0578675862 + - _Link_: [https://press.stripe.com/working-in-public](https://press.stripe.com/working-in-public) + - _Abstract / Summary_: In this book Eghbal presents an overview of the socio-technical nuances of Open source development. Of particular relation to the topic of Open Source Ecosystems, Eghbal dedicates a portion of discussion to the issue(s) of Open Source communities and organizations. Through this exploration she reveals many of the challenges associated with the coordination and sustenance of a coherent and aligned Open Source endeavor. - - - Title: **The relationship between open source software and standard setting** - - Type: Report - - Author: Blind, Knut; Thumm, Nikolaus; Böhm, Mirko - - Year: 2019 - - Identifier: 978-92-76-11593-9; [10.2760/163594](https://dx.doi.org/10.2760/163594) - - Link: [https://op.europa.eu/en/publication-detail/-/publication/6521f427-01df-11ea-8c1f-01aa75ed71a1/language-en](https://op.europa.eu/en/publication-detail/-/publication/6521f427-01df-11ea-8c1f-01aa75ed71a1/language-en) - - Abstract / Summary: In this 2019 European Commission, [Joint Research Centre (JRC)](https://commission.europa.eu/about-european-commission/departments-and-executive-agencies/joint-research-centre_en) report, the interactions and relationships between the socio-technical processes of Open Source Software (OSS) development communities and Standards Development Organizations (SDOs) is analyzed. Of particular interest to the report are issues of incentive structures/systems, Intellectual Property Rights/regimes (IPR), and collaboration (within SDOs/OSS communities and between SDOs and OSS communities). The report includes a consideration of 20 case studies and the provision of recommendations to a broad range of stakeholders, in fulfillment of [the inciting charge](https://ec.europa.eu/docsroom/documents/26583) issued by the European Commission on this subject.

Of particular salience and interest to the current workshop endeavor is the overarching conceptual framework provided by the analysis, which can be understood to subsume the (sub)-domain of Open Source Ecosystems for data and metadata standard development and promulgation. + - _Title_: **The relationship between open source software and standard setting** + - _Type_: Report + - _Author_: Blind, Knut; Thumm, Nikolaus; Böhm, Mirko + - _Year_: 2019 + - _Identifier_: 978-92-76-11593-9; [10.2760/163594](https://dx.doi.org/10.2760/163594) + - _Link_: [https://op.europa.eu/en/publication-detail/-/publication/6521f427-01df-11ea-8c1f-01aa75ed71a1/language-en](https://op.europa.eu/en/publication-detail/-/publication/6521f427-01df-11ea-8c1f-01aa75ed71a1/language-en) + - _Abstract / Summary_: In this 2019 European Commission, [Joint Research Centre (JRC)](https://commission.europa.eu/about-european-commission/departments-and-executive-agencies/joint-research-centre_en) report, the interactions and relationships between the socio-technical processes of Open Source Software (OSS) development communities and Standards Development Organizations (SDOs) is analyzed. Of particular interest to the report are issues of incentive structures/systems, Intellectual Property Rights/regimes (IPR), and collaboration (within SDOs/OSS communities and between SDOs and OSS communities). The report includes a consideration of 20 case studies and the provision of recommendations to a broad range of stakeholders, in fulfillment of [the inciting charge](https://ec.europa.eu/docsroom/documents/26583) issued by the European Commission on this subject.

Of particular salience and interest to the current workshop endeavor is the overarching conceptual framework provided by the analysis, which can be understood to subsume the (sub)-domain of Open Source Ecosystems for data and metadata standard development and promulgation. - - - Title: **Research Data File Formats and Digital Preservation — Final Report** - - Type: Report - - Author: Digital preservation services development group; The Open Science and Research Initiative (ATT) - - Year: 2017 - - Identifier: URN:NBN:fi-fe2017121855906; [10.2760/163594](https://dx.doi.org/10.2760/163594) - - Link: [https://www.doria.fi/handle/10024/147761](https://www.doria.fi/handle/10024/147761) - - Abstract / Summary: "This report is part of designing the digital preservation ensemble. It focuses on research data file formats, whose understandability, prevalence and software support are important for data reuse. The report is based on international sources and interviews with Finnish researchers. Additionally, the report presents preliminary requirements for accepting research datasets for digital preservation."[[source](https://www.doria.fi/handle/10024/147761)] - - + - _Title_: **Research Data File Formats and Digital Preservation — Final Report** + - _Type_: Report + - _Author_: Digital preservation services development group; The Open Science and Research Initiative (ATT) + - _Year_: 2017 + - _Identifier_: URN:NBN:fi-fe2017121855906; [10.2760/163594](https://dx.doi.org/10.2760/163594) + - _Link_: [https://www.doria.fi/handle/10024/147761](https://www.doria.fi/handle/10024/147761) + - _Abstract / Summary_: "This report is part of designing the digital preservation ensemble. It focuses on research data file formats, whose understandability, prevalence and software support are important for data reuse. The report is based on international sources and interviews with Finnish researchers. Additionally, the report presents preliminary requirements for accepting research datasets for digital preservation."[[source](https://www.doria.fi/handle/10024/147761)] ### Policy & Policy-related Documents - - - Title: **Request for Information (RFI): Proposed Use of Common Data Elements (CDEs) for NIH-Funded Clinical Research and Trials** - - Organization: [National Institutes of Health (NIH), Office of Data Science Strategy (ODSS)](https://datascience.nih.gov/about/odss) - - Link: [https://grants.nih.gov/grants/guide/notice-files/NOT-OD-24-063.html](https://grants.nih.gov/grants/guide/notice-files/NOT-OD-24-063.html) - - Abstract / Summary: "The purpose of the Request for Information (RFI) is to solicit public input on 1) a set of minimum core common data elements (CDEs) that would be used across all NIH funded/conducted clinical studies/trials and community-based research involving human participants; 2) additional CDEs for social determinants of health (SDoH) and clinical domains including autoimmune diseases and immune-mediated diseases; and 3) technologies, tools and policies that could facilitate the use of NIH CDEs. NIH CDEs are defined as CDEs “recommended” or “required” by an NIH body, and/or found in the NIH CDE Repository. These RFI responses will be used to inform NIH’s continuing guidance on CDE use and assist in the planning for adequate resources for CDE implementation." [[source](https://datascience.nih.gov/cde-rfi)] + - _Title_: **Request for Information (RFI): Proposed Use of Common Data Elements (CDEs) for NIH-Funded Clinical Research and Trials** + - _Organization_: [National Institutes of Health (NIH), Office of Data Science Strategy (ODSS)](https://datascience.nih.gov/about/odss) + - _Link_: [https://grants.nih.gov/grants/guide/notice-files/NOT-OD-24-063.html](https://grants.nih.gov/grants/guide/notice-files/NOT-OD-24-063.html) + - _Abstract / Summary_: "The purpose of the Request for Information (RFI) is to solicit public input on 1) a set of minimum core common data elements (CDEs) that would be used across all NIH funded/conducted clinical studies/trials and community-based research involving human participants; 2) additional CDEs for social determinants of health (SDoH) and clinical domains including autoimmune diseases and immune-mediated diseases; and 3) technologies, tools and policies that could facilitate the use of NIH CDEs. NIH CDEs are defined as CDEs “recommended” or “required” by an NIH body, and/or found in the NIH CDE Repository. These RFI responses will be used to inform NIH’s continuing guidance on CDE use and assist in the planning for adequate resources for CDE implementation." [[source](https://datascience.nih.gov/cde-rfi)] - - - Title: **Desirable Characteristics of Data Repositories for Federally Funded Research** - - Organization: [The National Science and Technology Council (NSTC), Subcommittee on Open Science (SOS)](https://www.whitehouse.gov/wp-content/uploads/2022/08/08-2022-SOS-NSTC-CHARTER.pdf) - - Link: [https://www.whitehouse.gov/wp-content/uploads/2022/05/05-2022-Desirable-Characteristics-of-Data-Repositories.pdf](https://www.whitehouse.gov/wp-content/uploads/2022/05/05-2022-Desirable-Characteristics-of-Data-Repositories.pdf), [https://doi.org/10.5479/10088/113528](https://doi.org/10.5479/10088/113528) - - Abstract / Summary: A Guidance document produced by the NSTC SOS (against the backdrop of executive mandates from [2013](https://obamawhitehouse.archives.gov/sites/default/files/microsites/ostp/ostp_public_access_memo_2013.pdf) and [2022](https://www.whitehouse.gov/wp-content/uploads/2022/08/08-2022-OSTP-Public-access-Memo.pdf) on public access to federally funded science products) regarding the desired characteristics of data repositories. Includes (brief) guidance on both issues of metadata and format. + - _Title_: **Desirable Characteristics of Data Repositories for Federally Funded Research** + - _Organization_: [The National Science and Technology Council (NSTC), Subcommittee on Open Science (SOS)](https://www.whitehouse.gov/wp-content/uploads/2022/08/08-2022-SOS-NSTC-CHARTER.pdf) + - _Link_: [https://www.whitehouse.gov/wp-content/uploads/2022/05/05-2022-Desirable-Characteristics-of-Data-Repositories.pdf](https://www.whitehouse.gov/wp-content/uploads/2022/05/05-2022-Desirable-Characteristics-of-Data-Repositories.pdf), [https://doi.org/10.5479/10088/113528](https://doi.org/10.5479/10088/113528) + - _Abstract / Summary_: A Guidance document produced by the NSTC SOS (against the backdrop of executive mandates from [2013](https://obamawhitehouse.archives.gov/sites/default/files/microsites/ostp/ostp_public_access_memo_2013.pdf) and [2022](https://www.whitehouse.gov/wp-content/uploads/2022/08/08-2022-OSTP-Public-access-Memo.pdf) on public access to federally funded science products) regarding the desired characteristics of data repositories. Includes (brief) guidance on both issues of metadata and format. - - - Title: **USDA Fiscal Year 2024-2026 Data Strategy** - - Organization: [United States Department of Agriculture (USDA)](https://www.usda.gov) - - Link: [https://www.usda.gov/sites/default/files/documents/fy-2024-2026-usda-data-strategy.pdf](https://www.usda.gov/sites/default/files/documents/fy-2024-2026-usda-data-strategy.pdf), [https://doi.org/10.5479/10088/113528](https://doi.org/10.5479/10088/113528) - - Abstract / Summary: The visioning document for the USDA's data strategy for 2024 to 2026. Goal 4 of this roadmap is broadly dedicated towards efforts to the enhance the "Openness" of the USDA's Data Catalog, while objective 4.1 is specifically dedicated to enhance and standardize metadata. + - _Title_: **USDA Fiscal Year 2024-2026 Data Strategy** + - _Organization_: [United States Department of Agriculture (USDA)](https://www.usda.gov) + - _Link_: [https://www.usda.gov/sites/default/files/documents/fy-2024-2026-usda-data-strategy.pdf](https://www.usda.gov/sites/default/files/documents/fy-2024-2026-usda-data-strategy.pdf), [https://doi.org/10.5479/10088/113528](https://doi.org/10.5479/10088/113528) + - _Abstract / Summary_: The visioning document for the USDA's data strategy for 2024 to 2026. Goal 4 of this roadmap is broadly dedicated towards efforts to the enhance the "Openness" of the USDA's Data Catalog, while objective 4.1 is specifically dedicated to enhance and standardize metadata. ### Media ### Resources - - - Resource Title: **Fairshairing.org Standards Database** - - Organization: [Fairsharing.org](https://fairsharing.org/) - - Link: [https://fairsharing.org/search?fairsharingRegistry=Standard](https://fairsharing.org/search?fairsharingRegistry=Standard) - - Description / Summary: "A registry of terminology artefacts, models/formats, reporting guidelines, and identifier schemas." Includes a [meta-metadata standard](https://fairsharing.github.io/JSONschema-documenter/?schema_url=https://api.fairsharing.org/model/standard_schema.json) which documents characteristics like: domain, subject, associated tools, accommodating databases. + - _Resource Title_: **Fairshairing.org Standards Database** + - _Organization_: [Fairsharing.org](https://fairsharing.org/) + - _Link_: [https://fairsharing.org/search?fairsharingRegistry=Standard](https://fairsharing.org/search?fairsharingRegistry=Standard) + - _Description / Summary_: "A registry of terminology artefacts, models/formats, reporting guidelines, and identifier schemas." Includes a [meta-metadata standard](https://fairsharing.github.io/JSONschema-documenter/?schema_url=https://api.fairsharing.org/model/standard_schema.json) which documents characteristics like: domain, subject, associated tools, accommodating databases. - - - Resource Title: **Building a metadata schema – where to start** - - [International Organization for Standardization (ISO)](https://www.iso.org/home.html) - - Link: [https://committee.iso.org/files/live/sites/tc46sc11/files/documents/N800R1%20Where%20to%20start-advice%20on%20creating%20a%20metadata%20schema.pdf](https://committee.iso.org/files/live/sites/tc46sc11/files/documents/N800R1%20Where%20to%20start-advice%20on%20creating%20a%20metadata%20schema.pdf) - - Description / Summary: A guide provided by the International Organization for Standardization (ISO) to assist with the creation of a metadata schema. + - _Resource Title_: **Building a metadata schema – where to start** + - _Organization_:[International Organization for Standardization (ISO)](https://www.iso.org/home.html) + - _Link_: [https://committee.iso.org/files/live/sites/tc46sc11/files/documents/N800R1%20Where%20to%20start-advice%20on%20creating%20a%20metadata%20schema.pdf](https://committee.iso.org/files/live/sites/tc46sc11/files/documents/N800R1%20Where%20to%20start-advice%20on%20creating%20a%20metadata%20schema.pdf) + - _Description / Summary_: A guide provided by the International Organization for Standardization (ISO) to assist with the creation of a metadata schema. ### Organizations +- + - _Organization Name_: Research Data Alliance (RDA) + - _Link_: [https://www.rd-alliance.org/](https://www.rd-alliance.org/) + - _Relevant Components/Aspects_: [Data Granularity WG](https://www.rd-alliance.org/groups/data-granularity-wg), [Data Repository Attributes WG](https://www.rd-alliance.org/groups/data-repository-attributes-wg), [FAIRsharing Registry: Connecting data policies, standards and databases RDA WG](https://www.rd-alliance.org/group/fairsharing-registry-connecting-data-policies-standards-databases.html), [Metadata Standards Catalog WG](https://www.rd-alliance.org/groups/metadata-standards-catalog-working-group.html), [Research Metadata Schemas WG](https://www.rd-alliance.org/groups/research-metadata-schemas-wg), [FAIR Instrument Data IG](https://www.rd-alliance.org/groups/fair-instrument-data-ig), [Metadata IG](https://www.rd-alliance.org/groups/metadata-ig.html), [Social Dynamics of Data Interoperability IG](https://www.rd-alliance.org/groups/social-dynamics-data-interoperability-ig), [Data Type Registries WG & #2](https://www.rd-alliance.org/groups/data-type-registries-wg.html) + +### Other +- Hillel Wayne. **The Hunt for The Missing Data Type**. Mar 02, 2024. URL: [https://www.hillelwayne.com/post/graph-types/](https://www.hillelwayne.com/post/graph-types/) +- Tyler Hou. **The "missing" graph datatype already exists. It was invented in the 70's**. 05 Mar 2024. URL: [https://tylerhou.com/posts/datalog-go-brrr/](https://tylerhou.com/posts/datalog-go-brrr/)