diff --git a/README.md b/README.md
index 4c64e302..0a874e50 100644
--- a/README.md
+++ b/README.md
@@ -9,10 +9,9 @@
 
 This repo contains the source code for the [pyOpenSci.org](https://pyopensci.org) website. Contributions are welcome. Thank you [**pyOpenSci contributors**](#contributors-✨)!!
 
-## Getting Started
+## Get started
 
-Please explore [the site](https://pyopensci.org) and let us know what you think. If you find a bug or have
-a suggestion for a new feature, [open an issue](https://github.com/pyOpenSci/pyopensci.github.io/issues).
+Please explore [the site](https://pyopensci.org). If you find a typo, bug or issue, please [open a GitHub issue](https://github.com/pyOpenSci/pyopensci.github.io/issues).
 
 ## Next Steps
 
diff --git a/_data/contributors.yml b/_data/contributors.yml
deleted file mode 100644
index 752fcade..00000000
--- a/_data/contributors.yml
+++ /dev/null
@@ -1,11766 +0,0 @@
-- name: Leah Wasser
-  github_username: lwasser
-  github_image_id: 7649194
-  title:
-    - Executive Director & Founder
-    - Emeritus editor
-  sort: 1
-  bio: Open education, Open source and Open Science.Executive Director
-      @pyOpenSci
-  organization: pyOpenSci
-  date_added: '2019-10-10'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: true
-  advisory: false
-  emeritus_advisory: false
-  twitter: leahawasser
-  mastodon: https://fosstodon.org/@leahawasser
-  orcidid: 0000-0002-8177-6550
-  partners:
-  website: https://www.leahwasser.com
-  board: true
-  contributor_type:
-    - code-contrib
-    - community
-    - editor
-    - guidebook-contrib
-    - leadership
-    - maintainer
-    - open-education
-    - package-guide
-    - package-maintainer
-    - peer-review
-    - submitting-author
-  packages_eic:
-  packages_editor:
-    - cynetdiff
-    - errdapy
-    - nbless
-    - pandera
-    - pygmt
-    - pyrolite
-  packages_submitted:
-    - earthpy
-  packages_reviewed:
-  location: United States
-  email: leah@pyopensci.org
-- name: Karen Cranston
-  github_username: kcranston
-  github_image_id: 312034
-  title: Executive Council
-  sort: 3
-  bio:
-  organization:
-  date_added: '2022-11-09'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter: kcranstn
-  mastodon:
-  orcidid:
-  partners:
-  website: https://karencranston.ca/
-  board: true
-  contributor_type:
-    - leadership
-    - package-guide
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location: Ottawa, ON
-  email: karen.cranston@gmail.com
-- name: April Johnson
-  github_username: aprilmj
-  github_image_id: 147750733
-  title: Executive Council
-  sort: 3
-  bio:
-  organization:
-  date_added: '2022-11-09'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website: https://www.apriljohnson.io/
-  board: true
-  contributor_type:
-    - leadership
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location:
-  email:
-- name: Tracy Teal
-  github_username: tracykteal
-  github_image_id: 889238
-  title:
-    - Emeritus Board chair
-    - Emeritus Executive Council
-  sort:
-  bio:
-  organization:
-  date_added: '2022-11-09'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: true
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - leadership
-    - web-contrib
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location:
-  email: tkteal@gmail.com
-- name: Carol Willing
-  github_username: willingc
-  github_image_id: 2680980
-  title: Advisory Council
-  sort: 2
-  bio: Project Jupyter, nteract, and CPython core developer@python | @jupyter
-      | @jupyterhub | @ipython | @nteract | @pysplash
-  organization: Willing Consulting
-  date_added: '2023-03-01'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter: WillingCarol
-  mastodon:
-  orcidid:
-  partners:
-  website: https://hachyderm.io/web/@willingc
-  board: false
-  contributor_type:
-    - code-contrib
-    - community
-    - guidebook-contrib
-    - leadership
-    - open-education
-    - package-guide
-    - peer-review
-    - peer-review-guide
-    - reviewer
-    - web-contrib
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-    - devicely
-  location: San Diego
-  email: carolcode@willingconsulting.com
-- name: Neil Chue Hong
-  github_username: npch
-  github_image_id: 1507151
-  title:
-  sort:
-  bio: Director of the Software Sustainability Institute (@softwaresaved).
-      Editor-in-Chief of the Journal of Open Research Software. Interested in
-      software metrics.
-  organization: '@softwaresaved'
-  date_added: '2023-02-24'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website: https://www.software.ac.uk
-  board: false
-  contributor_type:
-    - contributor
-    - package-guide
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location: Edinburgh, United Kingdom
-  email:
-- name: Erin Robinson
-  github_username: erinmr
-  github_image_id: 2915555
-  title: Advisory Council
-  sort:
-  bio:
-  organization:
-  date_added: '2023-06-15'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter: connector_erin
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - leadership
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location:
-  email: erinmr@gmail.com
-- name: Chris Holdgraf
-  github_username: choldgraf
-  github_image_id: 1839645
-  title: Advisory Council
-  sort:
-  bio: I work with Project Jupyter and other open communities to build tools
-      and solve problems for scientific research and education.
-  organization: UC Berkeley
-  date_added: '2019-10-10'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter: choldgraf
-  mastodon:
-  orcidid:
-  partners:
-  website: https://chrisholdgraf.com
-  board: false
-  contributor_type:
-    - guidebook-contrib
-    - leadership
-    - package-guide
-    - peer-review-guide
-    - reviewer
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-    - erdapy
-  location: California
-  email:
-- name: Inessa Pawson
-  github_username: InessaPawson
-  github_image_id: 43481325
-  title: Advisory Council
-  sort: 1
-  bio: NumPy Contributor Experience LeadOpen Source Program Manager at
-      OpenTeams Incubator
-  organization: '@numpy'
-  date_added: '2023-03-21'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter: inessapawson
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - leadership
-    - package-guide
-    - web-contrib
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location:
-  email: inessapawson@gmail.com
-- name: Pradyun Gedam
-  github_username: pradyunsg
-  github_image_id: 3275593
-  title: Advisory Council
-  sort:
-  bio: "@pypa member, @psf fellow, @toml-lang core, @sphinx-doc contributor. Past
-      intern at @enthought and IITB.Don't email or tweet me for tech support."
-  organization: '@bloomberg Python Infrastructure'
-  date_added: '2023-03-01'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter: pradyunsg
-  mastodon: https://mastodon.social/@pradyunsg
-  orcidid:
-  partners:
-  website: https://pradyunsg.me
-  board: false
-  contributor_type:
-    - guidebook-contrib
-    - leadership
-    - package-guide
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location: London, UK
-  email:
-- name: Ivan Ogasawara
-  github_username: xmnlab
-  github_image_id: 5209757
-  title:
-    - Advisory Council
-    - Emeritus editor
-  sort:
-  bio: Open Source Developer
-  organization: xmnlab
-  date_added: '2019-10-15'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: true
-  advisory: true
-  emeritus_advisory: false
-  twitter: xmnlab
-  mastodon:
-  orcidid: 0000-0001-5049-4289
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - alumni-editor
-    - code-contrib
-    - community
-    - editor
-    - guidebook-contrib
-    - leadership
-    - metrics-contrib
-    - package-guide
-    - peer-review
-    - peer-review-guide
-    - reviewer
-    - web-contrib
-  packages_eic:
-  packages_editor:
-    - devicely
-    - jointly
-    - sevivi
-  packages_submitted:
-  packages_reviewed:
-    - movingpandas
-    - pandera
-  location: Earth
-  email: ivan.ogasawara@gmail.com
-- name: Filipe
-  github_username: ocefpaf
-  github_image_id: 950575
-  title:
-    - Advisory Council
-    - Editor
-  sort:
-  bio: Filipe Fernandes is a Physical oceanographer by training, turned
-      research software engineer, and a software packager hobbyist.
-  organization:
-  date_added: '2019-10-17'
-  deia_advisory: false
-  editorial_board: true
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter: ocefpaf
-  mastodon:
-  orcidid: 0000-0003-4165-2913
-  partners:
-  website: https://ocefpaf.github.io/python4oceanographers
-  board: false
-  contributor_type:
-    - editor
-    - guidebook-contrib
-    - leadership
-    - package-guide
-    - peer-review
-    - reviewer
-    - web-contrib
-  packages_eic:
-  packages_editor:
-    - afscgap
-    - xnemogcm
-  packages_submitted:
-    - errdapy
-  packages_reviewed:
-    - nbless
-  location: Florianópolis, SC
-  email: ocefpaf@gmail.com
-- name: Leonardo Uieda
-  github_username: leouieda
-  github_image_id: 290082
-  title: Emeritus Advisory Council
-  sort:
-  bio: Geophysicist investigating Earth's gravity & magnetic fields from
-      global to microscopic scale 🛰️🔬🌎
-  organization: University of Liverpool
-  date_added: '2023-01-18'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: true
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website: https://www.leouieda.com
-  board: false
-  contributor_type:
-    - leadership
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location: Liverpool, UK
-  email: email@leouieda.com
-- name: Lindsey Heagy
-  github_username: lheagy
-  github_image_id: 6361812
-  title: Emeritus Advisory Council
-  sort:
-  bio: Asst. Prof at UBC EOAS. Researcher working on geophysical simulations
-      and inversions (in @simpeg!) and data science.
-  organization: '@simpeg, @geoscixyz, @ubcgif, @2i2c_org'
-  date_added: '2019-12-10'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: true
-  twitter: lindsey_jh
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - leadership
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location:
-  email: lheagy@eos.ubc.ca
-- name: Martin Fleischmann
-  github_username: martinfleis
-  github_image_id: 36797143
-  title: Advisory Council
-  sort:
-  bio: Researcher in geographic data science. Member of @geopandas and @pysal
-      development teams.
-  organization:
-  date_added: '2020-04-09'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter: martinfleis
-  mastodon: https://fosstodon.org/@martinfleis
-  orcidid: 0000-0003-3319-3366
-  partners:
-  website: https://martinfleischmann.net
-  board: false
-  contributor_type:
-    - leadership
-    - peer-review
-    - reviewer
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-    - movingpandas
-    - pyinterpolate
-  location: Prague
-  email: martin@martinfleischmann.net
-- name: Yuvi Panda
-  github_username: yuvipanda
-  github_image_id: 30430
-  title: Advisory Council
-  sort: 2
-  bio:
-  organization: '@2i2c-org'
-  date_added: '2023-01-18'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter:
-  mastodon: https://hachyderm.io/@yuvipanda
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - community
-    - guidebook-contrib
-    - leadership
-    - package-guide
-    - peer-review-guide
-    - web-contrib
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location:
-  email:
-- name: Chase Million
-  github_username: cmillion
-  github_image_id: 1483210
-  title: Advisory Council
-  sort: 0
-  bio:
-  organization:
-  date_added: '2023-11-20'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - leadership
-    - peer-review
-    - reviewer
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-    - swiftgalaxy
-  location:
-  email:
-- name: Ariane Sasso
-  github_username: arianesasso
-  github_image_id: 3659681
-  title:
-    - Emeritus Editor
-  sort: 3
-  bio: Researcher in Medical Informatics and Digital Health ⌚ 👩‍💻 🧬
-  organization: '@hpi-dhc'
-  date_added: '2021-08-24'
-  deia_advisory: true
-  editorial_board: false
-  emeritus_editor: true
-  advisory: false
-  emeritus_advisory: false
-  twitter: arianemsasso
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - editor
-    - guidebook-contrib
-    - maintainer
-    - package-guide
-    - package-maintainer
-    - peer-review
-    - peer-review-guide
-    - submitting-author
-  packages_eic:
-  packages_editor:
-    - biocypher
-    - pynteny
-  packages_submitted:
-    - devicely
-    - jointly
-  packages_reviewed:
-  location: Berlin, Germany
-  email: ariane.sasso@gmail.com
-- name: David Nicholson
-  github_username: NickleDave
-  github_image_id: 11934090
-  title:
-    - Emeritus Editor in Chief
-    - Editor
-  sort: 2
-  bio: ML, AI; behavior + cog + neuro. Open + inclusive science. Pythonista.
-      He/him/they/them. Habla espanglish y baila salsa y bachata a medio
-      tiempo.
-  organization:
-  date_added: '2019-12-10'
-  deia_advisory: false
-  editorial_board: true
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter: nicholdav
-  mastodon: https://fosstodon.org/@nicholdav
-  orcidid: 0000-0002-4261-4719
-  partners:
-  website: https://nicholdav.info/
-  board: false
-  contributor_type:
-    - contributor
-    - editor
-    - eic
-    - maintainer
-    - package-guide
-    - peer-review
-    - peer-review-guide
-    - reviewer
-    - submitting-author
-    - web-contrib
-  packages_eic:
-    - ncompare
-    - sleplet
-  packages_editor:
-    - openomics
-    - physcraper
-    - pystiche
-  packages_submitted:
-    - crowsetta
-  packages_reviewed:
-    - plenoptic
-    - pydov
-  location: Charm City
-  email:
-- name: Chiara Marmo
-  github_username: cmarmo
-  github_image_id: 1662261
-  title:
-    - Emeritus Editor in Chief
-    - Emeritus Editor
-    - Peer review triage
-  sort:
-  bio:
-  organization:
-  date_added: '2023-01-24'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: true
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid: 0000-0003-2843-6044
-  partners:
-  website: https://orcid.org/0000-0003-2843-6044
-  board: false
-  contributor_type:
-    - community
-    - editor
-    - eic
-    - guidebook-contrib
-    - package-guide
-    - peer-review
-    - peer-review-guide
-    - reviewer
-  packages_eic:
-    - felupe
-    - montepy
-    - neonutilities
-    - solar data tools
-    - stingray
-    - thztools
-  packages_editor:
-    - astartes
-    - crowsetta
-    - fluidimage
-    - pooltool
-    - pypartmc
-    - sunpy
-  packages_submitted:
-  packages_reviewed:
-    - ncompare
-  location:
-  email:
-- name: Jenny Palomino
-  github_username: jlpalomino
-  github_image_id: 4017492
-  title: Emeritus Editor
-  sort: 3
-  bio: Technical Curriculum Developer, Data Engineering
-  organization: Google
-  date_added: '2019-10-25'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: true
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - contributor
-    - editor
-    - maintainer
-    - peer-review
-    - reviewer
-    - web-contrib
-  packages_eic:
-  packages_editor:
-    - movingpandas
-  packages_submitted:
-    - earthpy
-  packages_reviewed:
-    - erddapy
-  location:
-  email:
-- name: Szymon Moliński
-  github_username: SimonMolinsky
-  github_image_id: 31246246
-  title: Editor
-  sort: 2
-  bio: GIS, remote sensing, machine learning, time-series and spatial
-  organization: Sare
-  date_added: '2022-09-16'
-  deia_advisory: false
-  editorial_board: true
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - code-contrib
-    - community
-    - editor
-    - eic
-    - guidebook-contrib
-    - maintainer
-    - package-guide
-    - peer-review
-    - reviewer
-    - submitting-author
-  packages_eic:
-    - galassify
-    - galfitools
-    - tda-mapper
-  packages_editor:
-    - sleplet
-    - xgi
-  packages_submitted:
-    - pyinterpolate
-  packages_reviewed:
-    - pygmt
-  location:
-  email: simon@ml-gis-service.com
-- name: Anita Graser
-  github_username: anitagraser
-  github_image_id: 590385
-  title:
-    - Emeritus Editor
-  sort: 3
-  bio: Spatial data science with a focus on mobility & data quality
-  organization:
-  date_added: '2020-03-26'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: true
-  advisory: false
-  emeritus_advisory: false
-  twitter: underdarkGIS
-  mastodon:
-  orcidid:
-  partners:
-  website: https://anitagraser.com
-  board: false
-  contributor_type:
-    - editor
-    - maintainer
-    - package-maintainer
-    - peer-review
-    - submitting-author
-    - web-contrib
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-    - movingpandas
-  packages_reviewed:
-  location:
-  email:
-- name: Alex Batisse
-  github_username: Batalex
-  github_image_id: 11004857
-  title:
-    - Emeritus Editor in Chief
-    - EmeritusEditor
-  sort: 2
-  bio:
-  organization:
-  date_added: '2023-02-04'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: true
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon: https://fosstodon.org/@batalex
-  orcidid:
-  partners:
-  website: https://batalex.github.io
-  board: false
-  contributor_type:
-    - code-contrib
-    - community
-    - editor
-    - eic
-    - package-guide
-    - peer-review
-    - peer-review-guide
-    - reviewer
-    - web-contrib
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-- name: Max Joseph
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-- name: Luiz Irber
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-- name: Jesse Mostipak
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-- name: Paige Bailey
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-- name: Carson Farmer
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-- name: Joe Hamman
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-- name: Kylen Solvik
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-- name: Martin Skarzynski
-  github_username: marskar
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-  title:
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-- name: Mike Trizna
-  github_username: MikeTrizna
-  github_image_id: 472677
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-- name: Niels Bantilan
-  github_username: cosmicBboy
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-  title:
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-  organization: '@unionai'
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-  email: niels.bantilan@gmail.com
-- name: Sean Gillies
-  github_username: sgillies
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-  location: Fort Collins, Colorado
-  email: sean.gillies@gmail.com
-- name: Rohit Goswami
-  github_username: HaoZeke
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-  title:
-    - Editor
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-  location: University of Iceland
-  email: rog32@hi.is
-- name: Morgan Williams
-  github_username: morganjwilliams
-  github_image_id: 11415019
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-- name: Philip Meier
-  github_username: pmeier
-  github_image_id: 6849766
-  title:
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-- name: Edgar Riba
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-- name: Databank Ondergrond Vlaanderen
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-  github_image_id: 24718915
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-- name: Roel Huybrechts
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-- name: Stijn Van Hoey
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-- name: Pieter Jan Haest
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-- name: Nhat (Jonny) Tran
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-  bio: Graph neural networks, bioinformatics, non-coding RNA, NLP, and ML
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-- name: Katharina Sielemann
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-- name: Moritz Lürig
-  github_username: mluerig
-  github_image_id: 15648068
-  title:
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-  bio: Postdoc in ecology and evolution; interested in computer vision and
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-  email: moritz.luerig@gmail.com
-- name: Emily Jane McTavish
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-  email: ejmctavish@ucmerced.edu
-- name: Luna L. Sanchez Reyes
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-  github_image_id: 26721915
-  title:
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-  bio: Nature. Computers. Life. Doing open science with @phylotastic and
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-  organization: University of California, Merced
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-- name: K. Arthur Endsley
-  github_username: arthur-e
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-  location: Missoula, MT
-  email: endsley@umich.edu
-- name: Álex Sáez
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-  email: alex.saez.12@gmail.com
-- name: Julius Busecke
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-- name: Nicolas Palopoli
-  github_username: NPalopoli
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-  title: Co-Executive Director
-  sort:
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-  organization: Universidad Nacional de Quilmes & MetaDocencia
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-- name: Erik Welch
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-- name: Pamphile Roy
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-- name: Jonny Saunders
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-- name: Randy Döring
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-- name: Juan Luis Cano Rodríguez
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-  bio: Open Knowledge + Radical Transparency
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-- name: Henry Schreiner
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-- name: Stefan van der Walt
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-- name: Eli Schwartz
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-- name: Ralf Gommers
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-- name: Ofek Lev
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-- name: Tom Augspurger
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-- name: Ryan Abernathey
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-- name: Steve Moss
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-  email:
-- name: Matthew Brett
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-  organization: London Interdisciplinary School
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-- name: Zehua Chen
-  github_username: ReventonC
-  github_image_id: 6276623
-  title:
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-  bio: Cat-centered Design.
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-  email:
-- name: Sumit Kashyap
-  github_username: sumit-158
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-  title:
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-  bio: Open source and community | GSoC' 22 @openfoodfacts |
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-- name: Erik Sundell
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-- name: Ariel Rokem
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-- name: James Mason
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-  email:
-- name: James Tocknell
-  github_username: aragilar
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-  title:
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-  email:
-- name: Frost Ming
-  github_username: frostming
-  github_image_id: 16336606
-  title:
-  sort:
-  bio: Love 🐍 Python, 📷 Photography and beautiful things
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-- name: Hugo van Kemenade
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-- name: Matt Hall
-  github_username: kwinkunks
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-- name: Jannis Leidel
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-- name: Dave Hirschfeld
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-- name: Benjamin Rodenberg
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-- name: Travis Logan
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-- name: Pascal Bourgault
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-- name: Arne
-  github_username: enra64
-  github_image_id: 7622426
-  title:
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-  bio: IT-Systems Engineering Student at Hasso Plattner Institute, more active
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-- name: Robert Guggenberger
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-- name: Soumith Chintala
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-- name: Romain Beucher
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-- name: Charles Le Losq
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-- name: Wei Ji
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-- name: Agustina
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-- name: Sylvain HAUPERT
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-- name: Semidán Robaina
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-- name: Trevor James Smith
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-- name: James Munroe
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-- name: Corinna Thoben
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-- name: Meenal Jhajharia
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-- name: Tiffany Xiao
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-- name: Austin
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-- name: Barnabas Bulpett (He/Him)
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-- name: Mahe Iram Khan
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-    - Emeritus Editor
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-- name: Eliot Robson
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-  title:
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-    - Editor
-    - Emeritus Editor in Chief
-  sort: 0
-  bio: I'm just this guy, you know?
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-- name: Ty Schlichenmeyer
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-  email: ty.schlich@gmail.com
-- name:
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-  email:
-- name: Katharina Kloppenborg
-  github_username: katoss
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-  bio: PhD Student in Human Computer Interaction and Participatory Health
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-- name: Dongdong Tian
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-  bio: Associate Professor in Geophysics at China University of Geosciences.
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-- name: Max Jones
-  github_username: maxrjones
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-  bio: Data scientist | Background in oceanography and volcanology |
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-- name: Michael Grund
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-- name: Will Schlitzer
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-- name: Nathan Korinek
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-  bio: Geography Masters student at CU Boulder studying remote sensing and
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-- name: Joe McGlinchy
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-  title:
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-- name: Yvonne Fröhlich
-  github_username: yvonnefroehlich
-  github_image_id: 94163266
-  title:
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-  bio: Research Assistant | PhD student in Seismology | Maintainer of PyGMT
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-- name: Éric
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-- name: Beryl Kanali
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-- name: Du Phan
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-- name: Jackson Burns
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-- name: Kevin Spiekermann
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-- name: Himaghna Bhattacharjee
-  github_username: himaghna
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-- name: Marta Leszczyńska
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-- name: Nicholas Landry
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-  email:
-- name: Leo Torres
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-- name: Maxime Lucas
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-- name: Iacopo Iacopini
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-- name: Giovanni Petri
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-- name: Alice Schwarze
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-- name: Thomas Robiglio
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-- name: Alice Patania
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-- name: Joseph H Kennedy
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-- name: William F. Broderick
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-- name: Gregor Sturm
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-- name: Sebastian Lobentanzer
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-- name: Lauren Yee
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-- name: Septaris/Babouh
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-- name: Steven Christe
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-- name: Albert Y. Shih
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-- name: DanRyanIrish
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-- name: Will Barnes
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-- name: Conor MacBride
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-- name: Alasdair Wilson
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-- name: Vishnunarayan K I
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-- name: Justin Gerber
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-- name:
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-- name: Richard Iannone
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-- name: Hassan Kibirige
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-  location: Kampala, Uganda
-  email: has2k1@gmail.com
-- name: Carlos Ramos Carreño
-  github_username: vnmabus
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-  bio: Software engineer and mathematician
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-  location: Frankfurt, Germany
-  email: carlosramosca@hotmail.com
-- name: Derek Homeier
-  github_username: dhomeier
-  github_image_id: 709020
-  title:
-    - Editor
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-  email:
-- name: Sviatoslav Sydorenko (Святослав Сидоренко)
-  github_username: webknjaz
-  github_image_id: 578543
-  title:
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-  bio: '🇺🇦 #StandWithUkraine* traveler* oversees @aio-libs CI* maintains @CherryPy*
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-  email: webknjaz+github/profile@redhat.com
-- name: Raphael Quast
-  github_username: raphaelquast
-  github_image_id: 22773387
-  title:
-  sort:
-  bio:
-  organization: TU Wien
-  date_added: '2024-03-20'
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-  email:
-- name: Cale Kochenour
-  github_username: calekochenour
-  github_image_id: 54423680
-  title:
-  sort:
-  bio: Remote sensing analyst.
-  organization:
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-  location: Colorado, United States
-  email: calekochenour@gmail.com
-- name: Miguel Alizo
-  github_username: miguelalizo
-  github_image_id: 108839050
-  title:
-  sort:
-  bio: Software Developer with a background in Mechanical and Aerospace
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-  location: Seattle, WA
-  email:
-- name:
-  github_username: nyeshlur
-  github_image_id: 72169901
-  title:
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-  email:
-- name: Tyler Bonnell
-  github_username: Tyler-Bonnell
-  github_image_id: 89505514
-  title:
-  sort:
-  bio: Public health epidemiologist interested in injury and violence
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-  organization: Washington Start Department of Health
-  date_added: '2024-05-07'
-  deia_advisory: false
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-  packages_submitted:
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-  location: Seattle, WA
-  email:
-- name: Pat Tressel
-  github_username: ptressel
-  github_image_id: 618916
-  title:
-  sort:
-  bio:
-  organization: Elcano Project @elcano
-  date_added: '2024-05-07'
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-  location: Seattle, WA, USA
-  email: ptressel@myuw.net
-- name: Tobias Megies
-  github_username: megies
-  github_image_id: 1842780
-  title:
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-  email:
-- name: Leo Singer
-  github_username: lpsinger
-  github_image_id: 728407
-  title:
-  sort:
-  bio:
-  organization: NASA Goddard Space Flight Center
-  date_added: '2024-05-07'
-  deia_advisory: false
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-  twitter: GravityAndBikes
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-    - zodipy
-  location: Greenbelt, MD
-  email: leo.singer@ligo.org
-- name: Metin San
-  github_username: MetinSa
-  github_image_id: 28634670
-  title:
-  sort:
-  bio: PhD Research Fellow in Cosmology at the University of Oslo.
-  organization: Institute of Theoretical Astrophysics (UiO)
-  date_added: '2024-05-07'
-  deia_advisory: false
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-  website:
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-  packages_reviewed:
-  location: Oslo, Norway
-  email: metin.san@astro.uio.no
-- name: Duncan Watts
-  github_username: dncnwtts
-  github_image_id: 6478137
-  title:
-  sort:
-  bio:
-  organization: University of Oslo
-  date_added: '2024-05-07'
-  deia_advisory: false
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-  twitter: dncnwtts
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-  website: https://dncnwtts.github.io
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-  packages_submitted:
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-  location: Oslo
-  email: duncanjosephwatts@gmail.com
-- name: Daniel Herman
-  github_username: hermda02
-  github_image_id: 17911822
-  title:
-  sort:
-  bio: Data Scientist at chronos.ai -- PhD in Cosmology
-  organization:
-  date_added: '2024-05-07'
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-  twitter:
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-  website:
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-  contributor_type:
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-  packages_reviewed:
-  location: Oslo, Norway
-  email:
-- name: Paige Martin
-  github_username: paigem
-  github_image_id: 26591824
-  title:
-  sort:
-  bio: Open Science Expert, Climate Data Scientist, Science Capacity Sharing
-      Enthusiast
-  organization: NASA Transform to Open Science
-  date_added: '2024-05-07'
-  deia_advisory: false
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-  advisory: false
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-  twitter: SciencePaige
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-  location: Canberra, Australia
-  email:
-- name: Callum Rollo
-  github_username: callumrollo
-  github_image_id: 28703282
-  title:
-  sort:
-  bio: Oceanographer, Pythonista and data science-ish. Breaks things on
-      Fridays
-  organization: Voice of the Ocean Foundation
-  date_added: '2024-05-07'
-  deia_advisory: false
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-  location: Gothenburg, Sweden
-  email: c.rollo@outlook.com
-- name: Alexander Hasson
-  github_username: ahasson
-  github_image_id: 22514526
-  title:
-    - Editor
-  sort:
-  bio:
-  organization:
-  date_added: '2026-06-11'
-  deia_advisory: false
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-  twitter:
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-  orcidid: 0000-0003-0815-9203
-  partners:
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-  contributor_type:
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-  packages_eic:
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-  email: alexander.hasson@gtc.ox.ac.uk
-- name: Romain Caneill
-  github_username: rcaneill
-  github_image_id: 18579092
-  title:
-    - Editor
-  sort:
-  bio: Doctor in Physical Oceanography. Studying sea ice, ocean stratif,
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-  organization: Institut des Géosciences de l'Environnement
-  date_added: '2024-05-07'
-  deia_advisory: false
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-  twitter:
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-  packages_reviewed:
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-  location: Grenoble, France
-  email: romain.caneill@ens-lyon.org
-- name: Lili Andersson-Li
-  github_username: LilyAnderssonLee
-  github_image_id: 64467552
-  title:
-  sort:
-  bio: Bioinformatician,Dept of Microbiology, Tumor and Cell Biology
-  organization: Karolinska Institutet
-  date_added: '2024-05-07'
-  deia_advisory: false
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-  twitter:
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-  location: Sweden
-  email:
-- name: Elais Player
-  github_username: elais
-  github_image_id: 2111879
-  title:
-  sort:
-  bio: Pfft.
-  organization: Lawrence Berkeley National Laboratory
-  date_added: '2024-05-07'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
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-  contributor_type:
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-  packages_eic:
-  packages_editor:
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-    - sourmash
-  location: Oakland, California
-  email:
-- name: Ken Seehart
-  github_username: kenseehart
-  github_image_id: 612119
-  title:
-  sort:
-  bio:
-  organization: Game of Y
-  date_added: '2024-06-01'
-  deia_advisory: false
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-  twitter:
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-  location:
-  email:
-- name: Ryan
-  github_username: ryanskeith
-  github_image_id: 657220
-  title:
-  sort:
-  bio: A guy that likes python and anything automation, dsp or data-science.
-  organization: Anaconda, Inc.
-  date_added: '2024-06-01'
-  deia_advisory: false
-  editorial_board: false
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-  twitter:
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-  website:
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-  packages_eic:
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-  packages_submitted:
-  packages_reviewed:
-  location: USA
-  email:
-- name: Patrick Byers
-  github_username: pb-413
-  github_image_id: 36516871
-  title:
-  sort:
-  bio:
-  organization: Lucas Systems
-  date_added: '2024-06-01'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter: pb_413
-  mastodon:
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-  location: Pittsburgh PA
-  email:
-- name: Megan Sosey
-  github_username: sosey
-  github_image_id: 503615
-  title:
-  sort:
-  bio: Scientist, Developer, space enthusiast
-  organization: Space Telescope Science Institute
-  date_added: '2024-06-01'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
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-  twitter: OmegaSpaces
-  mastodon:
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-    - web-contrib
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-  location: Baltimore, MD
-  email: sosey@stsci.edu
-- name: Brianne Wilhelmi
-  github_username: BSuperbad
-  github_image_id: 100496041
-  title:
-  sort:
-  bio:
-  organization:
-  date_added: '2024-06-01'
-  deia_advisory: false
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-  twitter:
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-  email:
-- name: Cheng H. Lee
-  github_username: chenghlee
-  github_image_id: 3485949
-  title:
-  sort:
-  bio:
-  organization: Anaconda
-  date_added: '2024-06-01'
-  deia_advisory: false
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-  twitter:
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-  packages_submitted:
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-  location: Austin, TX
-  email:
-- name:
-  github_username: Vaunty
-  github_image_id: 68826427
-  title:
-  sort:
-  bio:
-  organization:
-  date_added: '2024-06-01'
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-  twitter:
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-  email:
-- name: Felipe Moreno
-  github_username: flpm
-  github_image_id: 17676929
-  title:
-  sort:
-  bio: Security + Python + Design
-  organization: Bloomberg LP
-  date_added: '2024-06-01'
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-    - web-contrib
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-  location: New York, NY
-  email:
-- name: Sneha Yadav
-  github_username: sn3hay
-  github_image_id: 156010030
-  title:
-  sort:
-  bio:
-  organization:
-  date_added: '2024-06-01'
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-  email:
-- name: Emily Zhang
-  github_username: BradonZhang
-  github_image_id: 10603251
-  title:
-  sort:
-  bio: Hello, I make things sometimes.
-  organization:
-  date_added: '2024-06-01'
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-  packages_eic:
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-  packages_submitted:
-  packages_reviewed:
-  location: New York
-  email: bradonzhang@gmail.com
-- name: Filipe Laíns
-  github_username: FFY00
-  github_image_id: 11718923
-  title:
-  sort:
-  bio: electro-metrology, semiconductor manufacturing, and nuclear physics
-      enthusiast • python core dev, archlinux packager
-  organization:
-  date_added: '2024-06-01'
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-- name: Steven Silvester
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-- name: Jakub Tomasz Gnyp
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-- name: Zack Weinberg
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-- name: Stefanie Molin
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-- name: Gabriel Stefanini Vicente
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-- name: Tom Aldcroft
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-- name: Phil Dong
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-- name: Nima Sarajpoor
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-- name: Caleb Evans
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-- name:
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-- name: Han
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-- name: Roberto Pastor Muela
-  github_username: RobPasMue
-  github_image_id: 37798125
-  title:
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-- name: Naty Clementi
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-- name: John Drake
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-  email:
-- name: Revathy Venugopal
-  github_username: Revathyvenugopal162
-  github_image_id: 104772255
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-  date_added: '2024-08-01'
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-  email:
-- name: Elise Hinman
-  github_username: ehinman
-  github_image_id: 121896266
-  title:
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-  organization: USGS
-  date_added: '2024-08-01'
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-  email:
-- name: Tetsuo Koyama
-  github_username: tkoyama010
-  github_image_id: 7513610
-  title:
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-- name: Kozo Nishida
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-- name: Jacqui Levy
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-- name: Justin Bousquin
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-  github_image_id: 6400726
-  title:
-  sort:
-  bio: People | Water | Where
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-- name: Melissa Weber Mendonça
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-- name: Russ Biggs
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-- name: Sebastiano Tronto
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-- name: Evan Kiefl
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-- name: Jon Kiparsky
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-- name: Matteo Bachetti
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-- name: Daniela Huppenkothen
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-- name: Frank Male
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-- name:
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-- name: Seth Michael Larson
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-- name: Erik Whiting
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-- name:
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-- name: Ammar Aziz
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-- name: Katy Brown
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-- name: Aarya Patil
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-- name: Teal
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-- name: Matthew West
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-- name: Madicken Munk
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-- name: Travis L.
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-- name:
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-- name: Akhil Krishna R
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-  email:
-- name: Sanket Kumar Kar
-  github_username: SanketKumarKar
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-- name: Daniel Chen
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-- name: Alireza
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-- name: Alireza Alamgir
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-- name: Blake A. Wilson
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-- name: Syed Ali Mohsin Bukhari
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-- name: Akrita
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-- name: Tymoteusz Strojny
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-- name: T. E. Pickering
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-- name: Chris Añorve
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-  organization:
-  date_added: '2026-01-24'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website: https://www.astropy.org
-  board: false
-  contributor_type:
-    - maintainer
-    - peer-review
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-    - astropy
-  packages_reviewed:
-  location:
-  email:
-- name: Daniela Pamplona
-  github_username: DanielaPamplona
-  github_image_id: 46706155
-  title:
-  sort:
-  bio:
-  organization: UPEC
-  date_added: '2026-03-16'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website: https://danielapamplona.github.io/
-  board: false
-  contributor_type:
-    - peer-review
-    - reviewer
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-    - plenoptic
-  location: France
-  email:
-- name: Leah Mendelson
-  github_username: leahmendelson
-  github_image_id: 8322733
-  title:
-  sort:
-  bio: Associate Professor of Engineering
-  organization: Harvey Mudd College
-  date_added: '2026-05-04'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - peer-review
-    - reviewer
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-    - fluidimage
-  location: Claremont, CA
-  email: lmendelson@g.hmc.edu
-- name:
-  github_username: emmylia321
-  github_image_id: 168062638
-  title:
-  sort:
-  bio:
-  organization:
-  date_added: '2026-05-04'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - peer-review
-    - reviewer
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-    - fluidimage
-  location:
-  email:
-- name: Pierre Augier
-  github_username: paugier
-  github_image_id: 8842662
-  title:
-  sort:
-  bio:
-  organization: CNRS
-  date_added: '2026-05-04'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - maintainer
-    - peer-review
-    - submitting-author
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-    - fluidimage
-  packages_reviewed:
-  location:
-  email: pierre.augier@univ-grenoble-alpes.fr
-- name: Luca Simi
-  github_username: lucasimi
-  github_image_id: 45110399
-  title:
-  sort:
-  bio: Software engineer by day, math nerd by night.
-  organization:
-  date_added: '2026-05-18'
-  deia_advisory: false
-  editorial_board: false
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - maintainer
-    - peer-review
-    - submitting-author
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-    - tda-mapper
-  packages_reviewed:
-  location: Rome, Italy
-  email:
-- name: Britney Whittington
-  github_username: bwhitt7
-  github_image_id: 103079612
-  title:
-  sort:
-  bio:
-  organization: STScI
-  date_added: '2026-06-15'
-  deia_advisory: false
-  editorial_board:
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - web-contrib
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location: USA
-  email:
-- name: Abby Mitchell
-  github_username: javabster
-  github_image_id: 23662430
-  title:
-  sort:
-  bio: Senior Developer Advocate @ Meta
-  organization: '@facebook'
-  date_added: '2026-06-15'
-  deia_advisory: false
-  editorial_board:
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter: javabster
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - code-contrib
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-  packages_reviewed:
-  location: New York
-  email:
-- name: Amy Heather
-  github_username: amyheather
-  github_image_id: 92166537
-  title:
-  sort:
-  bio: Postdoctoral Research Associate at the University of Exeter
-  organization: University of Exeter
-  date_added: '2026-06-15'
-  deia_advisory: false
-  editorial_board:
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website: https://www.linkedin.com/in/amyheather
-  board: false
-  contributor_type:
-    - maintainer
-    - peer-review
-    - submitting-author
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-    - lintquarto
-  packages_reviewed:
-  location:
-  email:
-- name: c4dynamics
-  github_username: c4dynamics
-  github_image_id: 65109940
-  title:
-  sort:
-  bio: Dynamic Systems Algorithms
-  organization:
-  date_added: '2026-06-15'
-  deia_advisory: false
-  editorial_board:
-  emeritus_editor: false
-  advisory: false
-  emeritus_advisory: false
-  twitter:
-  mastodon:
-  orcidid:
-  partners:
-  website:
-  board: false
-  contributor_type:
-    - maintainer
-    - peer-review
-    - submitting-author
-  packages_eic:
-  packages_editor:
-  packages_submitted:
-    - c4dynamics
-  packages_reviewed:
-  location: Israel
-  email:
diff --git a/_data/packages.yml b/_data/packages.yml
deleted file mode 100644
index 1a7fc7c5..00000000
--- a/_data/packages.yml
+++ /dev/null
@@ -1,3400 +0,0 @@
-- package_name: lintquarto
-  package_description: Package for running linters, static type checkers and
-      code analysis tools on python code in quarto (.qmd) files.
-  submitting_author:
-      name: Amy Heather
-      github_username: amyheather
-  all_current_maintainers:
-    - name: Amy Heather
-      github_username: amyheather
-  repository_link: https://github.com/lintquarto/lintquarto
-  repository_host: github
-  version_submitted: v0.9.0
-  categories:
-    - data-validation-testing
-  editor:
-      name: Kylen Solvik
-      github_username: kysolvik
-  eic:
-      name: Eliot Robson
-      github_username: eliotwrobson
-  reviewers:
-    - name: Jonny Saunders
-      github_username: sneakers-the-rat
-    - name: Isabel Zimmerman
-      github_username: isabelizimm
-  archive: https://zenodo.org/doi/10.5281/zenodo.20594210
-  version_accepted: v0.12.0
-  date_accepted: '2026-06-09'
-  created_at: 2025-08-18 14:36:01+00:00
-  updated_at: 2026-06-12 13:04:13+00:00
-  closed_at:
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/257
-  joss:
-  partners:
-  gh_meta:
-      name: lintquarto
-      description: Package for running linters, formatters, static type
-          checkers, and code analysis tools on python code in quarto (.qmd)
-          files.
-      created_at: '2025-06-24'
-      stargazers_count: 9
-      watchers_count: 1
-      open_issues_count: 12
-      forks_count: 7
-      documentation: https://lintquarto.github.io/lintquarto/
-      contrib_count: 7
-      last_commit: '2026-06-12'
-  labels:
-    - 6/pyOS-approved
-    - 7/under-joss-review
-  active: true
-- package_name: ChemInformant
-  package_description: A robust, high-throughput Python client for retrieving
-      chemical information from the PubChem API; it returns analysis-ready
-      Pandas/SQL outputs, handles caching, rate-limiting and retries, and
-      includes convenient CLI tools.
-  submitting_author:
-      name: Zhiang He
-      github_username: HzaCode
-  all_current_maintainers:
-    - name: Zhiang He
-      github_username: HzaCode
-  repository_link: https://github.com/HzaCode/ChemInformant
-  repository_host: github
-  version_submitted: 2.4.0 (released 2025-07-30)
-  categories:
-    - data-retrieval
-    - data-extraction
-    - data-processing-munging
-    - data-validation-testing
-    - workflow-automation
-    - scientific-software-wrapper
-    - database-interoperability
-  editor:
-      name: Eliot Robson
-      github_username: eliotwrobson
-  eic:
-      name: Eliot Robson
-      github_username: eliotwrobson
-  reviewers:
-  archive: https://zenodo.org/doi/10.5281/zenodo.16623785
-  version_accepted: TBD
-  date_accepted: '2025-09-29'
-  created_at: 2025-07-31 17:50:42+00:00
-  updated_at: 2026-06-09 22:40:38+00:00
-  closed_at: 2025-10-01 15:35:48+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/254
-  joss: https://joss.theoj.org/papers/10.21105/joss.08341
-  partners:
-  gh_meta:
-      name: ChemInformant
-      description: ⚗️ An all-in-one solution for chemical property retrieval
-          from PubChem.
-      created_at: '2024-01-21'
-      stargazers_count: 50
-      watchers_count: 4
-      open_issues_count: 0
-      forks_count: 4
-      documentation: https://hezhiang.com/cheminformant_real.html
-      contrib_count: 2
-      last_commit: '2026-05-22'
-  labels:
-    - 6/pyOS-approved
-    - joss-fast-track
-  active: true
-- package_name: astropy
-  package_description: A Community Python Library for Astronomy
-  submitting_author:
-      name: P. L. Lim
-      github_username: pllim
-  all_current_maintainers:
-    - name: The Astropy Project
-      github_username: astropy
-  repository_link: https://github.com/astropy/astropy
-  repository_host: github
-  version_submitted: 7.1.0
-  categories:
-    - data-retrieval
-    - data-extraction
-    - data-processing-munging
-    - data-visualization
-    - scientific-software-wrapper
-  editor:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  eic:
-      name: Lauren Yee
-      github_username: yeelauren
-  reviewers:
-    - name: Aditya P T
-      github_username: adityapt
-    - name:
-      github_username: egbdfx
-  archive: https://zenodo.org/doi/10.5281/zenodo.17756022
-  version_accepted: 7.1.0
-  date_accepted: '2025-12-17'
-  created_at: 2025-07-14 21:58:24+00:00
-  updated_at: 2026-01-23 22:37:03+00:00
-  closed_at: 2026-01-22 23:06:56+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/251
-  joss:
-  partners:
-    - astropy
-  gh_meta:
-      name: astropy
-      description: Astronomy and astrophysics core library
-      created_at: '2011-07-21'
-      stargazers_count: 5185
-      watchers_count: 136
-      open_issues_count: 1279
-      forks_count: 2092
-      documentation: https://www.astropy.org
-      contrib_count: 447
-      last_commit: '2026-06-12'
-  labels:
-    - 6/pyOS-approved
-    - astropy
-  active: true
-- package_name: Pyinterpolate
-  package_description: 'Spatial interpolation: Kriging and Variogram Analysis toolset'
-  submitting_author:
-      name: Szymon Moliński
-      github_username: SimonMolinsky
-  all_current_maintainers:
-    - name: Szymon Moliński
-      github_username: SimonMolinsky
-  repository_link: https://github.com/DataverseLabs/pyinterpolate
-  repository_host: github
-  version_submitted: 1.0.1
-  categories:
-    - data-processing-munging
-  editor:
-      name: Bane Sullivan
-      github_username: banesullivan
-  eic:
-      name: Eliot Robson
-      github_username: eliotwrobson
-  reviewers:
-    - name: Carter Lee Rhea
-      github_username: crhea93
-    - name: Martin Fleischmann
-      github_username: martinfleis
-  archive: https://zenodo.org/doi/10.5281/zenodo.17691515
-  version_accepted: 1.2.0
-  date_accepted: 2025-12-3
-  created_at: 2025-07-12 14:09:45+00:00
-  updated_at: 2026-01-21 20:08:01+00:00
-  closed_at: 2026-01-21 20:08:01+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/250
-  joss: https://joss.theoj.org/papers/10.21105/joss.02869
-  partners:
-  gh_meta:
-      name: pyinterpolate
-      description: Kriging | Poisson Kriging | Variogram Analysis
-      created_at: '2018-04-16'
-      stargazers_count: 174
-      watchers_count: 2
-      open_issues_count: 7
-      forks_count: 30
-      documentation: https://pyinterpolate.readthedocs.io/en/stable/
-      contrib_count: 13
-      last_commit: '2025-12-26'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: swiftgalaxy
-  package_description: Load in particles of a simulated galaxy, rotate
-      coordinates, easy spherical/cylindrical coordinates, access integrated
-      properties, and more.
-  submitting_author:
-      name: Kyle Oman
-      github_username: kyleaoman
-  all_current_maintainers:
-    - name: Kyle Oman
-      github_username: kyleaoman
-  repository_link: https://github.com/SWIFTSIM/swiftgalaxy
-  repository_host: github
-  version_submitted: 2.1.1
-  categories:
-    - data-extraction
-    - data-processing-munging
-  editor:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  eic:
-      name: James J Balamuta
-      github_username: coatless
-  reviewers:
-    - name: Blake A. Wilson
-      github_username: blakeaw
-    - name: Chase Million
-      github_username: cmillion
-  archive: https://zenodo.org/doi/10.5281/zenodo.17382007
-  version_accepted: v2.2.1
-  date_accepted: '2025-10-17'
-  created_at: 2025-05-24 11:05:16+00:00
-  updated_at: 2025-12-17 23:10:08+00:00
-  closed_at: 2025-12-17 23:09:26+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/244
-  joss: https://joss.theoj.org/papers/10.21105/joss.09278
-  partners:
-  gh_meta:
-      name: swiftgalaxy
-      description: Load in particles of a simulated galaxy, rotate
-          coordinates, easy spherical/cylindrical coordinates, access
-          integrated properties, and more.
-      created_at: '2022-05-03'
-      stargazers_count: 9
-      watchers_count: 3
-      open_issues_count: 3
-      forks_count: 5
-      documentation: https://swiftgalaxy.readthedocs.io/en/stable/index.html
-      contrib_count: 3
-      last_commit: '2026-06-12'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: PyAutoGalaxy
-  package_description: Astronomy software for analysing the morphologies and
-      structures of galaxies
-  submitting_author:
-      name: James Nightingale
-      github_username: Jammy2211
-  all_current_maintainers:
-    - name: James Nightingale
-      github_username: Jammy2211
-  repository_link: https://github.com/Jammy2211/PyAutoGalaxy
-  repository_host: github
-  version_submitted: '[2025.1.18.7](https://github.com/Jammy2211/PyAutoGalaxy/tree/2025.1.18.7)'
-  categories:
-    - data-processing-munging
-    - scientific-software-wrapper
-  editor:
-      name: Hans Moritz Günther
-      github_username: hamogu
-  eic:
-      name: James J Balamuta
-      github_username: coatless
-  reviewers:
-    - name: Chris Añorve
-      github_username: canorve
-    - name: Erik Whiting
-      github_username: erik-whiting
-  archive: https://zenodo.org/doi/10.5281/zenodo.19552258
-  version_accepted: v2026.4.13.6
-  date_accepted: '2026-05-04'
-  created_at: 2025-03-13 13:15:30+00:00
-  updated_at: 2026-05-04 17:41:20+00:00
-  closed_at: 2026-05-04 17:41:20+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/235
-  joss:
-  partners:
-    - astropy
-  gh_meta:
-      name: PyAutoGalaxy
-      description: 'PyAutoGalaxy: Open-Source Multiwavelength Galaxy Structure &
-          Morphology'
-      created_at: '2019-10-19'
-      stargazers_count: 33
-      watchers_count: 3
-      open_issues_count: 12
-      forks_count: 13
-      documentation: https://pyautogalaxy.readthedocs.io/
-      contrib_count: 15
-      last_commit: '2026-06-09'
-  labels:
-    - 6/pyOS-approved
-    - astropy
-  active: true
-- package_name: C4dynamics
-  package_description: Python framework for algorithms of dynamic systems
-  submitting_author:
-      name: Ziv Meri
-      github_username: C4dynamics
-  all_current_maintainers:
-    - name: Ziv Meri
-      github_username: C4dynamics
-  repository_link: https://github.com/C4dynamics/C4dynamics
-  repository_host: github
-  version_submitted: v2.0.0
-  categories:
-    - data-processing-munging
-  editor:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  eic:
-    - name: James J Balamuta
-      github_username: coatless
-    - name: Carter Lee Rhea
-      github_username: crhea93
-    - name: Lauren Yee
-      github_username: yeelauren
-  reviewers:
-    - name: Aditya P T
-      github_username: adityapt
-    - name: Henry Cuzco
-      github_username: hfactor13
-  archive:
-  version_accepted: TBD
-  date_accepted: '2026-05-19'
-  created_at: 2025-03-08 19:44:02+00:00
-  updated_at: 2026-05-19 13:27:15+00:00
-  closed_at:
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/234
-  joss:
-  partners:
-  gh_meta:
-      name: c4dynamics
-      description: The Python framework for state-space modeling and algorithm
-          development
-      created_at: '2022-10-13'
-      stargazers_count: 88
-      watchers_count: 6
-      open_issues_count: 18
-      forks_count: 16
-      documentation: https://c4dynamics.github.io/c4dynamics/
-      contrib_count: 6
-      last_commit: '2026-06-10'
-  labels:
-    - 6/pyOS-approved
-    - 7/under-joss-review
-  active: true
-- package_name: pymultifit
-  package_description: A python library for fitting data with multiple models.
-  submitting_author:
-      name: Syed Ali Mohsin Bukhari
-      github_username: syedalimohsinbukhari
-  all_current_maintainers:
-    - name: Syed Ali Mohsin Bukhari
-      github_username: syedalimohsinbukhari
-  repository_link: https://github.com/syedalimohsinbukhari/pyMultiFit
-  repository_host: github
-  version_submitted: ~v1.0.3~
-      [v1.0.6](https://github.com/syedalimohsinbukhari/pyMultiFit/releases/tag/v1.0.6)
-  categories:
-    - data-processing-munging
-  editor:
-      name: Alex Batisse
-      github_username: batalex
-  eic:
-      name: James J Balamuta
-      github_username: coatless
-  reviewers:
-    - name: Sanjana Kandi
-      github_username: KandiSanjana
-    - name: Kristina Gagalova
-      github_username: KristinaGagalova
-  archive: https://zenodo.org/records/17273507
-  version_accepted: 1.0.7
-  date_accepted: '2025-10-05'
-  created_at: 2025-01-21 07:30:12+00:00
-  updated_at: 2025-11-05 11:15:18+00:00
-  closed_at: 2025-11-05 10:09:46+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/233
-  joss: https://joss.theoj.org/papers/10.21105/joss.09295
-  partners:
-  gh_meta:
-      name: pyMultiFit
-      description: A library to fit the data with multiple fitters.
-      created_at: '2024-07-17'
-      stargazers_count: 5
-      watchers_count: 1
-      open_issues_count: 6
-      forks_count: 0
-      documentation: https://pymultifit.readthedocs.io/latest/
-      contrib_count: 2
-      last_commit: '2025-12-25'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: BlockingPy
-  package_description: Blocking records for record linkage and deduplication
-      with Approximate Nearest Neighbor algorithms.;
-  submitting_author:
-      name: Tymoteusz Strojny
-      github_username: T-Strojny
-  all_current_maintainers:
-    - name: Tymoteusz Strojny
-      github_username: T-Strojny
-  repository_link: https://github.com/ncn-foreigners/BlockingPy
-  repository_host: github
-  version_submitted: v0.1.7
-  categories:
-    - data-processing-munging
-  editor:
-    - name: Carter Lee Rhea
-      github_username: crhea93
-    - name: Isabel Zimmerman
-      github_username: isabelizimm
-  eic:
-      name: James J Balamuta
-      github_username: coatless
-  reviewers:
-    - name: Akrita
-      github_username: akritaag
-    - name: Eliot Robson
-      github_username: eliotwrobson
-  archive:
-  version_accepted: TBD
-  date_accepted: '2025-10-01'
-  created_at: 2025-01-09 18:13:33+00:00
-  updated_at: 2026-06-09 22:41:31+00:00
-  closed_at: 2026-04-13 22:09:55+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/232
-  joss:
-  partners:
-  gh_meta:
-      name: BlockingPy
-      description: Blocking records for record linkage and data deduplication
-          based on ANN algorithms in Python.
-      created_at: '2024-10-11'
-      stargazers_count: 20
-      watchers_count: 1
-      open_issues_count: 1
-      forks_count: 2
-      documentation: https://blockingpy.readthedocs.io/en/latest/
-      contrib_count: 1
-      last_commit: '2026-03-09'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: PIVA
-  package_description: Visualization and analysis toolkit for experimental
-      data from Angle-Resolved Photoemission Spectroscopy (ARPES)
-  submitting_author:
-      name: Wojciech Radoslaw Pudelko
-      github_username: pudeIko
-  all_current_maintainers:
-    - name: Wojciech Radoslaw Pudelko
-      github_username: pudeIko
-  repository_link: https://github.com/pudeIko/piva
-  repository_host: github
-  version_submitted: v2.3.2
-  categories:
-    - data-extraction
-    - data-visualization
-  editor:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  eic:
-      name: James J Balamuta
-      github_username: coatless
-  reviewers:
-    - name: J. Steven Dodge
-      github_username: jsdodge
-    - name: Arthur Eigenbrot
-      github_username: eigenbrot
-  archive: https://zenodo.org/doi/10.5281/zenodo.16755506
-  version_accepted: v3.0.0
-  date_accepted: '2025-08-04'
-  created_at: 2025-01-04 14:36:12+00:00
-  updated_at: 2025-10-06 13:10:53+00:00
-  closed_at: 2025-10-06 13:10:53+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/231
-  joss: https://joss.theoj.org/papers/10.21105/joss.09129
-  partners:
-  gh_meta:
-      name: piva
-      description: Interactive tools for the visualization and analysis of
-          multidimensional photoemission data
-      created_at: '2022-04-12'
-      stargazers_count: 9
-      watchers_count: 1
-      open_issues_count: 7
-      forks_count: 3
-      documentation: https://piva.readthedocs.io/en/latest/intro.html
-      contrib_count: 3
-      last_commit: '2025-10-06'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: GREOPy
-  package_description: Calculate relativistic light rays sent by an emitter to
-      a receiver in the presence of a gravitational field.
-  submitting_author:
-      name: Jan P. Hackstein
-      github_username: irideselby
-  all_current_maintainers:
-    - name:
-      github_username: irideselby
-  repository_link: https://codeberg.org/JPHackstein/GREOPy
-  repository_host: codeberg
-  version_submitted: v0.2.1
-  categories:
-    - data-processing-munging
-  editor:
-      name: Jonas Eschle
-      github_username: jonas-eschle
-  eic:
-      name: James J Balamuta
-      github_username: coatless
-  reviewers:
-    - name: Leo Singer
-      github_username: lpsinger
-    - name: Sanjana Kandi
-      github_username: KandiSanjana
-  archive: https://zenodo.org/records/14537866
-  version_accepted: '1.0'
-  date_accepted: '2025-08-04'
-  created_at: 2024-12-21 12:34:09+00:00
-  updated_at: 2025-10-07 18:08:25+00:00
-  closed_at: 2025-10-07 18:05:53+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/227
-  joss: https://joss.theoj.org/papers/10.21105/joss.08765
-  partners:
-  gh_meta:
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: tda-mapper
-  package_description: A Python library implementing the Mapper algorithm for
-      Topological Data Analysis.
-  submitting_author:
-      name: Luca Simi
-      github_username: lucasimi
-  all_current_maintainers:
-    - name: Luca Simi
-      github_username: lucasimi
-  repository_link: https://github.com/lucasimi/tda-mapper-python
-  repository_host: github
-  version_submitted: v0.9.0
-  categories:
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Lauren Yee
-      github_username: yeelauren
-  eic:
-      name: Szymon Moliński
-      github_username: SimonMolinsky
-  reviewers:
-    - name: A Samuel Pottinger
-      github_username: sampottinger
-  archive: https://zenodo.org/doi/10.5281/zenodo.10642381
-  version_accepted: 0.12.0
-  date_accepted: '2026-05-21'
-  created_at: 2024-12-15 09:07:37+00:00
-  updated_at: 2026-06-11 16:50:59+00:00
-  closed_at: 2026-05-22 04:01:44+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/222
-  joss:
-  partners:
-  gh_meta:
-      name: tda-mapper-python
-      description: A simple and efficient Python implementation of Mapper
-          algorithm for Topological Data Analysis
-      created_at: '2022-10-03'
-      stargazers_count: 182
-      watchers_count: 8
-      open_issues_count: 10
-      forks_count: 25
-      documentation: https://tda-mapper.readthedocs.io/en/main/
-      contrib_count: 1
-      last_commit: '2026-05-22'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: GALFITools
-  package_description: A library for efficient data processing customized for
-      the GALFIT package
-  submitting_author:
-      name: Chris Añorve
-      github_username: canorve
-  all_current_maintainers:
-    - name: Chris Añorve
-      github_username: canorve
-  repository_link: https://github.com/canorve/GALFITools
-  repository_host: github
-  version_submitted: v1.15.0
-  categories:
-    - data-extraction
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Hans Moritz Günther
-      github_username: hamogu
-  eic:
-    - name: Szymon Moliński
-      github_username: SimonMolinsky
-    - name: James J Balamuta
-      github_username: coatless
-  reviewers:
-    - name: James Nightingale
-      github_username: Jammy2211
-    - name: T. E. Pickering
-      github_username: tepickering
-  archive: https://zenodo.org/records/17010007
-  version_accepted: 1.18.0
-  date_accepted: '2025-10-30'
-  created_at: 2024-12-07 00:28:52+00:00
-  updated_at: 2025-12-31 20:10:10+00:00
-  closed_at: 2025-12-31 18:36:25+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/220
-  joss: https://joss.theoj.org/papers/10.21105/joss.09534
-  partners:
-    - astropy
-  gh_meta:
-      name: GALFITools
-      description: A library for GALFIT
-      created_at: '2018-11-10'
-      stargazers_count: 20
-      watchers_count: 1
-      open_issues_count: 1
-      forks_count: 4
-      documentation:
-      contrib_count: 3
-      last_commit: '2026-06-14'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-    - astropy
-  active: true
-- package_name: GALAssify
-  package_description: A Python package for visually classifying astronomical
-      objects
-  submitting_author:
-      name: Manuel Alcázar-Laynez
-      github_username: Manalclay
-  all_current_maintainers:
-    - name:
-      github_username: Manalclay
-    - name: Andoni
-      github_username: andonij
-  repository_link: https://gitlab.com/astrogal/GALAssify/
-  repository_host: gitlab
-  version_submitted: v1.0.1
-  categories:
-    - data-validation-testing
-    - data-visualization
-  editor:
-      name: Avik Basu
-      github_username: ab93
-  eic:
-      name: Szymon Moliński
-      github_username: SimonMolinsky
-  reviewers:
-    - name: Akhil Krishna R
-      github_username: akhilkrishnar0
-    - name: Erik Whiting
-      github_username: erik-whiting
-  archive: https://zenodo.org/records/17433197
-  version_accepted: v2.0.0
-  date_accepted: '2025-11-16'
-  created_at: 2024-09-30 09:12:52+00:00
-  updated_at: 2025-12-12 13:12:57+00:00
-  closed_at: 2025-12-10 03:33:49+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/214
-  joss:
-  partners:
-  gh_meta:
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: neonutilities
-  package_description: neonutilities is a package for accessing and wrangling
-      data generated and published by the National Ecological Observatory
-      Network.
-  submitting_author:
-      name: Claire Lunch
-      github_username: cklunch
-  all_current_maintainers:
-    - name: Claire Lunch
-      github_username: cklunch
-    - name: Bridget Hass
-      github_username: bhass-neon
-    - name:
-      github_username: znickerson8
-  repository_link: https://github.com/NEONScience/NEON-utilities-python
-  repository_host: github
-  version_submitted: v1.0.1
-  categories:
-    - data-retrieval
-    - data-processing-munging
-  editor:
-      name: Julieta Millan
-      github_username: JuliMillan
-  eic:
-      name: Chiara Marmo
-      github_username: cmarmo
-  reviewers:
-    - name: Ethan White
-      github_username: ethanwhite
-    - name:
-      github_username: benjamindonnachie
-  archive: https://zenodo.org/doi/10.5281/zenodo.15530180
-  version_accepted: v1.1.0
-  date_accepted: 2025-05- 10
-  created_at: 2024-09-25 21:27:31+00:00
-  updated_at: 2025-06-11 23:06:08+00:00
-  closed_at: 2025-05-30 16:31:22+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/213
-  joss:
-  partners:
-  gh_meta:
-      name: NEON-utilities-python
-      description: Repository for Python package containing data-wrangling
-          utilities for working with NEON data.
-      created_at: '2023-08-25'
-      stargazers_count: 10
-      watchers_count: 4
-      open_issues_count: 0
-      forks_count: 5
-      documentation: https://neon-utilities-python.readthedocs.io/en/latest/
-      contrib_count: 6
-      last_commit: '2026-03-24'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: FElupe
-  package_description: Finite element analysis for continuum mechanics of
-      solid bodies.
-  submitting_author:
-      name: Andreas Dutzler
-      github_username: adtzlr
-  all_current_maintainers:
-    - name: Andreas Dutzler
-      github_username: adtzlr
-  repository_link: https://github.com/adtzlr/felupe
-  repository_host: github
-  version_submitted: v9.1.0
-  categories:
-    - data-retrieval
-    - data-extraction
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Tetsuo Koyama
-      github_username: tkoyama010
-  eic:
-      name: Chiara Marmo
-      github_username: cmarmo
-  reviewers:
-    - name: Nicolás Guarín-Zapata
-      github_username: nicoguaro
-    - name: Carter Lee Rhea
-      github_username: crhea93
-  archive: https://zenodo.org/doi/10.5281/zenodo.17202699
-  version_accepted: 9.4.0
-  date_accepted: 2025-9-18
-  created_at: 2024-09-14 22:37:44+00:00
-  updated_at: 2025-11-17 22:40:42+00:00
-  closed_at: 2025-11-17 22:40:18+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/212
-  joss: https://joss.theoj.org/papers/10.21105/joss.09160
-  partners:
-  gh_meta:
-      name: felupe
-      description: Open finite element infrastructure for nonlinear
-          computational mechanics.
-      created_at: '2021-04-22'
-      stargazers_count: 176
-      watchers_count: 5
-      open_issues_count: 5
-      forks_count: 18
-      documentation: https://felupe.readthedocs.io/en/stable
-      contrib_count: 6
-      last_commit: '2026-05-28'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: Solar Data Tools
-  package_description: Library of tools for analyzing photovoltaic power
-      time-series data.
-  submitting_author:
-      name: Sara Miskovich
-      github_username: pluflou
-  all_current_maintainers:
-    - name: Sara A. Miskovich
-      github_username: pluflou
-    - name: Bennet Meyers
-      github_username: bmeyers
-  repository_link: https://github.com/slacgismo/solar-data-tools
-  repository_host: github
-  version_submitted: 1.6.4
-  categories:
-    - data-retrieval
-    - data-extraction
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Silvana Ovaitt
-      github_username: shirubana
-  eic:
-      name: Chiara Marmo
-      github_username: cmarmo
-  reviewers:
-    - name: Jinning Wang
-      github_username: jinningwang
-    - name: Echedey Luis
-      github_username: echedey-ls
-    - name: Chris Deline
-      github_username: cdeline
-  archive: https://zenodo.org/doi/10.5281/zenodo.15243716
-  version_accepted: 1.7.1
-  date_accepted: '2025-06-13'
-  created_at: 2024-08-17 06:30:02+00:00
-  updated_at: 2025-06-27 21:22:44+00:00
-  closed_at: 2025-06-27 21:22:44+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/210
-  joss: https://joss.theoj.org/papers/10.21105/joss.08478
-  partners:
-  gh_meta:
-      name: solar-data-tools
-      description: 'Some data analysis tools for working with historical PV solar
-          time-series data sets. '
-      created_at: '2019-02-17'
-      stargazers_count: 96
-      watchers_count: 10
-      open_issues_count: 4
-      forks_count: 34
-      documentation: https://solar-data-tools.readthedocs.io
-      contrib_count: 20
-      last_commit: '2026-06-02'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: THzTools
-  package_description: Data analysis software tools for terahertz time-domain
-      spectroscopy (THz-TDS)
-  submitting_author:
-      name: J. Steven Dodge
-      github_username: jsdodge
-  all_current_maintainers:
-    - name: J. Steven Dodge
-      github_username: jsdodge
-  repository_link: https://github.com/dodge-research-group/thztools
-  repository_host: github
-  version_submitted: 0.5.4
-  categories:
-    - data-processing-munging
-  editor:
-      name: Bane Sullivan
-      github_username: banesullivan
-  eic:
-      name: Chiara Marmo
-      github_username: cmarmo
-  reviewers:
-    - name: Frank Male
-      github_username: frank1010111
-    - name:
-      github_username: Romain-Peretti
-  archive: https://zenodo.org/doi/10.5281/zenodo.10100093
-  version_accepted: 0.5.5
-  date_accepted: '2024-11-22'
-  created_at: 2024-08-01 11:54:53+00:00
-  updated_at: 2025-03-26 06:49:24+00:00
-  closed_at: 2024-12-03 02:41:20+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/209
-  joss: https://joss.theoj.org/papers/10.21105/joss.07542
-  partners:
-  gh_meta:
-      name: thztools
-      description: Tools for terahertz time-domain spectroscopy (THz-TDS)
-      created_at: '2022-11-22'
-      stargazers_count: 28
-      watchers_count: 2
-      open_issues_count: 3
-      forks_count: 17
-      documentation: https://dodge-research-group.github.io/thztools/
-      contrib_count: 5
-      last_commit: '2024-12-03'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: MontePy
-  package_description: MontePy is a python library for reading, editing, and
-      writing MCNP input files.
-  submitting_author:
-      name: Micah Gale
-      github_username: micahgale
-  all_current_maintainers:
-    - name: Micah Gale
-      github_username: micahgale
-    - name: Travis L.
-      github_username: tjlaboss
-  repository_link: https://github.com/idaholab/MontePy
-  repository_host: github
-  version_submitted: 0.2.10
-  categories:
-    - workflow-automation
-    - scientific-software-wrapper
-  editor:
-      name: Kelly L. Rowland
-      github_username: kellyrowland
-  eic:
-      name: Chiara Marmo
-      github_username: cmarmo
-  reviewers:
-    - name: Madicken Munk
-      github_username: munkm
-    - name: Joanna Piper Morgan
-      github_username: jpmorgan98
-  archive: https://zenodo.org/doi/10.5281/zenodo.15185506
-  version_accepted: 0.5.5
-  date_accepted: '2025-03-19'
-  created_at: 2024-07-01 21:04:05+00:00
-  updated_at: 2025-05-20 13:22:25+00:00
-  closed_at: 2025-04-30 19:12:35+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/205
-  joss: https://joss.theoj.org/papers/10.21105/joss.07951
-  partners:
-  gh_meta:
-      name: MontePy
-      description: MontePy is the most user friendly Python library (API) to
-          read, edit, and write MCNP input files.
-      created_at: '2024-01-09'
-      stargazers_count: 64
-      watchers_count: 4
-      open_issues_count: 102
-      forks_count: 21
-      documentation: https://www.montepy.org/
-      contrib_count: 8
-      last_commit: '2026-06-08'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: Great Tables
-  package_description: Make awesome display tables using Python.
-  submitting_author:
-      name: Richard Iannone
-      github_username: rich-iannone
-  all_current_maintainers:
-    - name: Richard Iannone
-      github_username: rich-iannone
-    - name: Michael Chow
-      github_username: machow
-  repository_link: https://github.com/posit-dev/great-tables
-  repository_host: github
-  version_submitted: v0.13.0
-  categories:
-    - data-visualization
-  editor:
-      name: Alex Batisse
-      github_username: Batalex
-  eic:
-      name: Alex Batisse
-      github_username: Batalex
-  reviewers:
-    - name:
-      github_username: cjbassin
-    - name: Guillaume Lemaitre
-      github_username: glemaitre
-  archive: https://zenodo.org/doi/10.5281/zenodo.15312934
-  version_accepted: v0.14.0
-  date_accepted: '2025-01-03'
-  created_at: 2024-06-14 19:55:59+00:00
-  updated_at: 2025-07-29 22:16:52+00:00
-  closed_at: 2025-07-29 22:16:20+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/202
-  joss:
-  partners:
-  gh_meta:
-      name: great-tables
-      description: Make awesome display tables using Python
-      created_at: '2022-05-06'
-      stargazers_count: 2679
-      watchers_count: 15
-      open_issues_count: 98
-      forks_count: 123
-      documentation: https://posit-dev.github.io/great-tables/
-      contrib_count: 33
-      last_commit: '2026-06-12'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: Stingray
-  package_description: A spectral-timing software package for astrophysical
-      X-ray (and other) data
-  submitting_author:
-      name: Matteo Bachetti
-      github_username: matteobachetti
-  all_current_maintainers:
-    - name: Daniela Huppenkothen
-      github_username: dhuppenkothen
-    - name: Guglielmo Mastroserio
-      github_username: mgullik
-    - name: John Swinbank
-      github_username: jdswinbank
-    - name:
-      github_username: matteolucchini1
-  repository_link: https://github.com/stingraysoftware/stingray
-  repository_host: github
-  version_submitted: '2.1'
-  categories:
-    - data-processing-munging
-    - data-validation-testing
-  editor:
-      name: Hans Moritz Günther
-      github_username: hamogu
-  eic:
-      name: Chiara Marmo
-      github_username: cmarmo
-  reviewers:
-    - name: Tom Aldcroft
-      github_username: taldcroft
-    - name: Mason Ng
-      github_username: masonng-astro
-  archive: https://zenodo.org/doi/10.5281/zenodo.11383212
-  version_accepted: '2.1'
-  date_accepted: '2024-10-01'
-  created_at: 2024-06-14 12:59:47+00:00
-  updated_at: 2024-11-23 00:06:34+00:00
-  closed_at: 2024-11-13 00:03:51+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/201
-  joss: https://joss.theoj.org/papers/10.21105/joss.07389
-  partners:
-    - astropy
-  gh_meta:
-      name: stingray
-      description: Anything can happen in the next half hour (including
-          spectral timing made easy)!
-      created_at: '2015-09-30'
-      stargazers_count: 218
-      watchers_count: 17
-      open_issues_count: 45
-      forks_count: 180
-      documentation:
-      contrib_count: 58
-      last_commit: '2026-06-02'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-    - astropy
-  active: true
-- package_name: Fluidimage
-  package_description: '"Fluidimage: a Python framework to study flows from images"'
-  submitting_author:
-      name: Pierre Augier
-      github_username: paugier
-  all_current_maintainers:
-    - name: Pierre Augier
-      github_username: paugier
-  repository_link: https://foss.heptapod.net/fluiddyn/fluidimage
-  repository_host: other
-  version_submitted: 0.5.3
-  categories:
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Chiara Marmo
-      github_username: cmarmo
-  eic:
-      name: Alex Batisse
-      github_username: Batalex
-  reviewers:
-    - name: Leah Mendelson
-      github_username: leahmendelson
-    - name: Kai Striega
-      github_username: Kai-Striega
-    - name:
-      github_username: emmylia321
-  archive:
-  version_accepted: TBD
-  date_accepted: '2025-12-17'
-  created_at: 2024-05-30 12:53:48+00:00
-  updated_at: 2026-06-09 22:44:04+00:00
-  closed_at: 2026-04-13 20:31:52+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/194
-  joss:
-  partners:
-  gh_meta:
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: astrodata
-  package_description: Common interface for astronomical data products.
-  submitting_author:
-      name: D.J. Teal
-      github_username: teald
-  all_current_maintainers:
-    - name: Teal
-      github_username: teald
-    - name: Chris Simpson
-      github_username: chris-simpson
-    - name:
-      github_username: jehturner
-  repository_link: https://github.com/GeminiDRSoftware/astrodata
-  repository_host: github
-  version_submitted: 2.9.2
-  categories:
-    - data-extraction
-    - data-processing-munging
-  editor:
-      name: Hans Moritz Günther
-      github_username: hamogu
-  eic:
-  reviewers:
-    - name: Aarya Patil
-      github_username: aaryapatil
-    - name: Matt Craig
-      github_username: mwcraig
-  archive: https://zenodo.org/records/14804283
-  version_accepted: 2.10.1
-  date_accepted: '2025-02-04'
-  created_at: 2024-05-13 23:48:03+00:00
-  updated_at: 2025-04-11 19:09:21+00:00
-  closed_at: 2025-04-11 19:09:19+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/181
-  joss:
-  partners:
-    - astropy
-  gh_meta:
-      name: astrodata
-      description:
-      created_at: '2023-10-17'
-      stargazers_count: 1
-      watchers_count: 2
-      open_issues_count: 17
-      forks_count: 3
-      documentation: https://geminidrsoftware.github.io/astrodata/
-      contrib_count: 16
-      last_commit: '2026-06-12'
-  labels:
-    - 6/pyOS-approved
-    - astropy
-  active: true
-- package_name: QuadratiK
-  package_description: QuadratiK includes test for multivariate normality,
-      test for uniformity on the sphere, non-parametric two- and k-sample
-      tests, random generation of points from the Poisson kernel-based density
-      and clustering algorithm for spherical data.
-  submitting_author:
-      name: Raktim Mukhopadhyay
-      github_username: rmj3197
-  all_current_maintainers:
-    - name: Raktim Mukhopadhyay
-      github_username: rmj3197
-    - name: Giovanni Saraceno
-      github_username: giovsaraceno
-  repository_link: https://github.com/rmj3197/QuadratiK
-  repository_host: github
-  version_submitted: 1.1.0
-  categories:
-    - data-processing-munging
-  editor:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  eic:
-      name: Alex Batisse
-      github_username: Batalex
-  reviewers:
-    - name: Alyssa Columbus
-      github_username: acolum
-    - name: Avik Basu
-      github_username: ab93
-  archive: https://zenodo.org/records/14546750
-  version_accepted: 1.1.2
-  date_accepted: '2024-12-03'
-  created_at: 2024-05-13 21:23:44+00:00
-  updated_at: 2025-03-17 01:23:41+00:00
-  closed_at: 2025-02-27 20:45:41+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/180
-  joss:
-  partners:
-  gh_meta:
-      name: QuadratiK
-      description: QuadratiK includes test for multivariate normality, test
-          for uniformity on the sphere, non-parametric two- and k-sample
-          tests, random generation of points from the Poisson kernel-based
-          density and clustering algorithm for spherical data.
-      created_at: '2024-02-04'
-      stargazers_count: 3
-      watchers_count: 2
-      open_issues_count: 0
-      forks_count: 0
-      documentation: https://quadratik.readthedocs.io/
-      contrib_count: 1
-      last_commit: '2026-06-02'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: PyPartMC
-  package_description: Python interface to PartMC aerosol-dynamics Monte-Carlo
-      simulation package
-  submitting_author:
-      name: Sylwester Arabas
-      github_username: slayoo
-  all_current_maintainers:
-    - name: Zach D'Aquino
-      github_username: zdaq12
-    - name: Jeffrey Curtis
-      github_username: jcurtis2
-    - name: Nicole Riemer
-      github_username: nriemer
-    - name: Matthew West
-      github_username: mwest1066
-  repository_link: https://github.com/open-atmos/PyPartMC/
-  repository_host: github
-  version_submitted: v1.2.0
-  categories:
-    - scientific-software-wrapper
-  editor:
-      name: Chiara Marmo
-      github_username: cmarmo
-  eic:
-      name: Alex Batisse
-      github_username: Batalex
-  reviewers:
-    - name: Simon O'Meara
-      github_username: simonom
-    - name: Dan Baston
-      github_username: dbaston
-  archive: https://zenodo.org/doi/10.5281/zenodo.14801138
-  version_accepted: 1.4.2
-  date_accepted: '2025-02-12'
-  created_at: 2024-05-03 18:22:59+00:00
-  updated_at: 2025-02-17 21:44:56+00:00
-  closed_at: 2025-02-17 18:52:18+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/179
-  joss:
-  partners:
-  gh_meta:
-      name: PyPartMC
-      description: Python (and C++) interface to PartMC with Jupyter/Python,
-          Julia and Matlab examples
-      created_at: '2021-10-26'
-      stargazers_count: 31
-      watchers_count: 5
-      open_issues_count: 55
-      forks_count: 16
-      documentation: https://open-atmos.github.io/PyPartMC/
-      contrib_count: 10
-      last_commit: '2026-06-10'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: CyNetDiff
-  package_description: A performance-focused library implementing algorithms
-      for simulating network diffusion processes, written in Cython.
-  submitting_author:
-      name: Name
-      github_username: eliotwrobson
-  all_current_maintainers:
-    - name: Eliot Robson
-      github_username: eliotwrobson
-    - name: Abhishek Umrawal
-      github_username: abhishekumrawal
-  repository_link: https://github.com/eliotwrobson/CyNetDiff
-  repository_host: github
-  version_submitted: v0.1.13
-  categories:
-    - data-processing-munging
-  editor:
-    - name: Jonny Saunders
-      github_username: sneakers-the-rat
-    - name: Leah Wasser
-      github_username: lwasser
-  eic:
-      name: Alex Batisse
-      github_username: Batalex
-  reviewers:
-    - name: Kai Striega
-      github_username: Kai-Striega
-    - name: SQ
-      github_username: jeremyzhangsq
-  archive:
-  version_accepted: v0.1.18
-  date_accepted: '2025-08-22'
-  created_at: 2024-04-22 03:28:38+00:00
-  updated_at: 2025-09-03 00:17:41+00:00
-  closed_at: 2025-09-03 00:17:41+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/175
-  joss: https://zenodo.org/doi/10.5281/zenodo.10801503
-  partners:
-  gh_meta:
-      name: CyNetDiff
-      description: A performance-focused library implementing algorithms for
-          simulating network diffusion processes, written in Cython.
-      created_at: '2023-12-12'
-      stargazers_count: 7
-      watchers_count: 2
-      open_issues_count: 2
-      forks_count: 1
-      documentation: https://eliotwrobson.github.io/CyNetDiff/
-      contrib_count: 1
-      last_commit: '2026-06-04'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: AMS
-  package_description: Power system dispatch modeling and dispatch-dynamic
-      co-simulation.
-  submitting_author:
-      name: Jinning Wang
-      github_username: jinningwang
-  all_current_maintainers:
-    - name: Jinning Wang
-      github_username: jinningwang
-  repository_link: https://github.com/CURENT/ams
-  repository_host: github
-  version_submitted: v0.9.6
-  categories:
-    - data-processing-munging
-  editor:
-    - name: Avik Basu
-      github_username: ab93
-    - name: Nima Sarajpoor
-      github_username: NimaSarajpoor
-  eic:
-      name: Alex Batisse
-      github_username: Batalex
-  reviewers:
-    - name: Alireza Gholamzadeh Khoee
-      github_username: Alizak-Mech
-    - name: Alireza Alamgir Tehrani
-      github_username: AlirezaAlamgir
-    - name: Kavian Mashayekhi
-      github_username: Kawians
-  archive: https://zenodo.org/records/17220598
-  version_accepted: v1.0.14
-  date_accepted: '2025-09-07'
-  created_at: 2024-04-22 01:37:56+00:00
-  updated_at: 2025-11-14 21:42:03+00:00
-  closed_at: 2025-11-14 02:04:35+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/174
-  joss:
-  partners:
-  gh_meta:
-      name: ams
-      description: Power system generation scheduling and co-simulation with
-          dynamics.
-      created_at: '2022-10-05'
-      stargazers_count: 24
-      watchers_count: 2
-      open_issues_count: 9
-      forks_count: 8
-      documentation: https://ltb.curent.org
-      contrib_count: 3
-      last_commit: '2026-05-03'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: pooltool
-  package_description: Pooltool is a general purpose billiards simulator
-      crafted specifically for science and engineering.
-  submitting_author:
-      name: Evan Kiefl
-      github_username: ekiefl
-  all_current_maintainers:
-    - name: Evan Kiefl
-      github_username: ekiefl
-  repository_link: https://github.com/ekiefl/pooltool
-  repository_host: github
-  version_submitted: v0.3.3
-  categories:
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Chiara Marmo
-      github_username: cmarmo
-  eic:
-      name: Alex Batisse
-      github_username: Batalex
-  reviewers:
-    - name: Sebastiano Tronto
-      github_username: sebastianotronto
-    - name: Eliot Robson
-      github_username: eliotwrobson
-  archive: https://zenodo.org/doi/10.5281/zenodo.13824503
-  version_accepted: 0.4.1
-  date_accepted: '2024-09-16'
-  created_at: 2024-04-15 21:44:43+00:00
-  updated_at: 2024-11-22 01:30:45+00:00
-  closed_at: 2024-10-01 11:51:34+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/173
-  joss: https://joss.theoj.org/papers/10.21105/joss.07301
-  partners:
-  gh_meta:
-      name: pooltool
-      description: A sandbox billiards game that emphasizes realistic physics
-      created_at: '2020-04-09'
-      stargazers_count: 381
-      watchers_count: 12
-      open_issues_count: 14
-      forks_count: 84
-      documentation: https://pooltool.readthedocs.io
-      contrib_count: 12
-      last_commit: '2026-05-26'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: martini
-  package_description: MARTINI is a modular package for the creation of
-      synthetic resolved HI line observations (data cubes) of
-      smoothed-particle hydrodynamics simulations of galaxies.
-  submitting_author:
-      name: Kyle Oman
-      github_username: kyleaoman
-  all_current_maintainers:
-    - name: Kyle Oman
-      github_username: kyleaoman
-  repository_link: https://github.com/kyleaoman/martini
-  repository_host: github
-  version_submitted: 2.0.11 (note JOSS paper is in branch joss-paper, and that
-      branch is somewhat behind main & 2.0.11)
-  categories:
-    - data-processing-munging
-  editor:
-      name: Hans Moritz Günther
-      github_username: hamogu
-  eic:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  reviewers:
-    - name: Tom Aldcroft
-      github_username: taldcroft
-    - name: Michele Delli Veneri
-      github_username: MicheleDelliVeneri
-  archive: https://zenodo.org/doi/10.5281/zenodo.11193206
-  version_accepted: 2.0.15
-  date_accepted: '2024-06-03'
-  created_at: 2024-03-06 17:08:29+00:00
-  updated_at: 2025-01-14 18:42:39+00:00
-  closed_at: 2024-07-01 15:58:14+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/164
-  joss: https://joss.theoj.org/papers/10.21105/joss.06860
-  partners:
-    - astropy
-  gh_meta:
-      name: martini
-      description: Mock spatially resolved spectral line observations of
-          simulated galaxies.
-      created_at: '2017-10-19'
-      stargazers_count: 25
-      watchers_count: 1
-      open_issues_count: 14
-      forks_count: 9
-      documentation: https://martini.readthedocs.io/
-      contrib_count: 2
-      last_commit: '2026-06-11'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-    - astropy
-  active: true
-- package_name: ZodiPy
-  package_description: Zodiacal emission simulations in timestreams or HEALPix
-      for solar system observers.
-  submitting_author:
-      name: Metin San
-      github_username: metinsa
-  all_current_maintainers:
-    - name: Metin San
-      github_username: metinsa
-    - name: Duncan Watts
-      github_username: dncnwtts
-    - name: Daniel Herman
-      github_username: hermda02
-  repository_link: https://github.com/Cosmoglobe/zodipy
-  repository_host: github
-  version_submitted: v.0.8.5
-  categories:
-    - scientific-software-wrapper
-  editor:
-      name: Derek Homeier
-      github_username: dhomeier
-  eic:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  reviewers:
-    - name: P. L. Lim
-      github_username: pllim
-    - name: Leo Singer
-      github_username: lpsinger
-  archive: https://zenodo.org/doi/10.5281/zenodo.10999612
-  version_accepted: v.0.9.2
-  date_accepted: '2024-04-21'
-  created_at: 2024-02-24 12:28:07+00:00
-  updated_at: 2025-01-14 18:43:28+00:00
-  closed_at: 2024-05-13 17:38:26+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/161
-  joss: https://joss.theoj.org/papers/10.21105/joss.06648
-  partners:
-    - astropy
-  gh_meta:
-      name: zodipy
-      description: 'Astropy-affiliated package for zodiacal light simulations. Maintainers:
-          @metinsa, @hermda02, @dncnwtts'
-      created_at: '2021-08-11'
-      stargazers_count: 13
-      watchers_count: 2
-      open_issues_count: 2
-      forks_count: 13
-      documentation: https://cosmoglobe.github.io/zodipy/
-      contrib_count: 9
-      last_commit: '2026-04-18'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-    - astropy
-  active: true
-- package_name: plot_phylo
-  package_description: A Python package to plot a phylogenetic tree on an
-      existing Matplotlib axis.
-  submitting_author:
-      name: Katy Brown
-      github_username: KatyBrown
-  all_current_maintainers:
-    - name: Katy Brown
-      github_username: KatyBrown
-  repository_link: https://github.com/KatyBrown/plot_phylo
-  repository_host: github
-  version_submitted: 1.9.0
-  categories:
-    - data-visualization
-    - workflow-automation
-  editor:
-      name: C. Titus Brown
-      github_username: ctb
-  eic:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  reviewers:
-    - name: Ammar Aziz
-      github_username: ammaraziz
-    - name: Jayaram Kancherla
-      github_username: jkanche
-  archive: https://zenodo.org/doi/10.5281/zenodo.13871592
-  version_accepted: 0.1.11
-  date_accepted: '2025-01-21'
-  created_at: 2024-02-22 11:55:59+00:00
-  updated_at: 2025-03-19 21:22:07+00:00
-  closed_at: 2025-03-19 21:22:05+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/160
-  joss:
-  partners:
-  gh_meta:
-      name: plot_phylo
-      description: Python package to plot a phylogenetic tree on an existing
-          matplotlib axis.
-      created_at: '2023-12-22'
-      stargazers_count: 29
-      watchers_count: 1
-      open_issues_count: 7
-      forks_count: 1
-      documentation: https://plot-phylo.readthedocs.io
-      contrib_count: 1
-      last_commit: '2025-07-21'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: PetroFit
-  package_description: The PetroFit Project is an open-source effort to
-      develop end-to-end tools for making accurate photometric measurements,
-      estimating morphological properties, and fitting 2D models to galaxy
-      images.
-  submitting_author:
-      name: Robel Geda
-      github_username: robelgeda
-  all_current_maintainers:
-    - name: Robel Geda
-      github_username: robelgeda
-    - name: Steve Crawford
-      github_username: crawfordsm
-  repository_link: https://github.com/PetroFit/petrofit
-  repository_host: github
-  version_submitted: v0.5.0 (will be updated to v1.0.0 after review)
-  categories:
-    - data-processing-munging
-  editor:
-      name: Derek Homeier
-      github_username: dhomeier
-  eic:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  reviewers:
-    - name: Nadia Dencheva
-      github_username: nden
-    - name: Kyle Oman
-      github_username: kyleaoman
-  archive: https://zenodo.org/doi/10.5281/zenodo.14962700
-  version_accepted: '[v0.6.0](https://github.com/PetroFit/petrofit/releases/tag/v0.6.0)'
-  date_accepted: '2025-02-28'
-  created_at: 2024-02-16 22:46:47+00:00
-  updated_at: 2025-05-02 11:04:54+00:00
-  closed_at: 2025-05-02 11:04:53+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/159
-  joss:
-  partners:
-    - astropy
-  gh_meta:
-      name: petrofit
-      description: Python package for calculating Petrosian properties and
-          fitting galaxy light profiles
-      created_at: '2021-03-16'
-      stargazers_count: 32
-      watchers_count: 2
-      open_issues_count: 30
-      forks_count: 7
-      documentation: https://petrofit.readthedocs.io
-      contrib_count: 3
-      last_commit: '2025-08-22'
-  labels:
-    - 6/pyOS-approved
-    - astropy
-  active: true
-- package_name: harmonize-wq
-  package_description: Standardize, clean, and wrangle Water Quality Portal
-      data into more analytic-ready formats
-  submitting_author:
-      name: Justin Bousquin
-      github_username: jbousquin
-  all_current_maintainers:
-    - name: Justin Bousquin
-      github_username: jbousquin
-  repository_link: https://github.com/USEPA/harmonize-wq
-  repository_host: github
-  version_submitted: 0.4.0
-  categories:
-    - data-processing-munging
-  editor:
-      name: Alex Batisse
-      github_username: Batalex
-  eic:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  reviewers:
-    - name: Romain Caneill
-      github_username: rcaneill
-    - name: Jacqui Levy
-      github_username: jacqui-123
-  archive: https://zenodo.org/doi/10.5281/zenodo.13356847
-  version_accepted: 0.5.0
-  date_accepted: '2024-08-10'
-  created_at: 2024-02-08 19:43:03+00:00
-  updated_at: 2025-02-06 17:12:04+00:00
-  closed_at: 2025-02-06 17:12:02+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/157
-  joss: https://joss.theoj.org/papers/10.21105/joss.07305
-  partners:
-  gh_meta:
-      name: harmonize-wq
-      description: Standardize, clean, and wrangle Water Quality Portal data
-          into more analytic-ready formats
-      created_at: '2022-06-27'
-      stargazers_count: 18
-      watchers_count: 4
-      open_issues_count: 27
-      forks_count: 10
-      documentation: https://usepa.github.io/harmonize-wq/
-      contrib_count: 6
-      last_commit: '2026-06-05'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: xnemogcm
-  package_description: Interface to open NEMO global circulation model output
-      dataset with xarray and create a xgcm grid.
-  submitting_author:
-      name: Romain Caneill
-      github_username: rcaneill
-  all_current_maintainers:
-    - name: Romain Caneill
-      github_username: rcaneill
-  repository_link: https://github.com/rcaneill/xnemogcm/
-  repository_host: github
-  version_submitted: 0.4.2
-  categories:
-    - data-processing-munging
-  editor:
-      name: Filipe
-      github_username: ocefpaf
-  eic:
-  reviewers:
-    - name: Paige Martin
-      github_username: paigem
-    - name: Callum Rollo
-      github_username: callumrollo
-  archive: https://zenodo.org/doi/10.5281/zenodo.10973846
-  version_accepted: 0.4.3
-  date_accepted: '2024-04-02'
-  created_at: 2024-01-06 12:33:45+00:00
-  updated_at: 2024-05-02 16:32:24+00:00
-  closed_at: 2024-04-18 10:12:09+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/155
-  joss:
-  partners:
-  gh_meta:
-      name: xnemogcm
-      description: Interface to open NEMO global circulation model output
-          dataset with xarray and create a xgcm grid.
-      created_at: '2020-01-24'
-      stargazers_count: 24
-      watchers_count: 1
-      open_issues_count: 1
-      forks_count: 11
-      documentation: https://xnemogcm.readthedocs.io/
-      contrib_count: 6
-      last_commit: '2026-05-18'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: automata
-  package_description: A Python library for simulating finite automata,
-      pushdown automata, and Turing machines.
-  submitting_author:
-      name: Eliot Robson
-      github_username: eliotwrobson
-  all_current_maintainers:
-    - name: Eliot Robson
-      github_username: eliotwrobson
-    - name: Caleb Evans
-      github_username: caleb531
-  repository_link: https://github.com/caleb531/automata
-  repository_host: github
-  version_submitted: v8.2.0
-  categories:
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Jonny Saunders
-      github_username: sneakers-the-rat
-  eic:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  reviewers:
-    - name: Phil Dong
-      github_username: phildong
-    - name: Iris Young
-      github_username: irisdyoung
-    - name: Nima Sarajpoor
-      github_username: NimaSarajpoor
-  archive: https://zenodo.org/doi/10.5281/zenodo.10864492
-  version_accepted: 8.4.0
-      ([repo](https://github.com/caleb531/automata/releases/tag/v8.4.0),
-      [pypi](https://pypi.org/project/automata-lib/8.4.0/),
-      [archive](https://zenodo.org/records/12594180))
-  date_accepted: '2024-06-29'
-  created_at: 2023-12-31 02:23:34+00:00
-  updated_at: 2024-08-01 19:14:28+00:00
-  closed_at: 2024-08-01 19:14:27+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/152
-  joss:
-  partners:
-  gh_meta:
-      name: automata
-      description: A Python library for simulating finite automata, pushdown
-          automata, and Turing machines
-      created_at: '2016-02-16'
-      stargazers_count: 405
-      watchers_count: 7
-      open_issues_count: 11
-      forks_count: 70
-      documentation: https://caleb531.github.io/automata/
-      contrib_count: 19
-      last_commit: '2026-01-02'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: Plenoptic
-  package_description: a python library for model-based synthesis of
-      perceptual stimuli
-  submitting_author:
-      name: Billy Broderick
-      github_username: billbrod
-  all_current_maintainers:
-    - name: William F. Broderick
-      github_username: billbrod
-  repository_link: https://github.com/plenoptic-org/plenoptic
-  repository_host: github
-  version_submitted: v1.0.2
-  categories:
-  editor:
-    - name: Jonny Saunders
-      github_username: sneakers-the-rat
-    - name: Eliot Robson
-      github_username: eliotwrobson
-  eic:
-      name: Jonny Saunders
-      github_username: sneakers-the-rat
-  reviewers:
-    - name: David Nicholson
-      github_username: NickleDave
-    - name: Daniela Pamplona
-      github_username: DanielaPamplona
-    - name:
-      github_username: '2023-12-13'
-  archive:
-  version_accepted: TBD
-  date_accepted: '2026-03-11'
-  created_at: 2023-11-17 20:39:40+00:00
-  updated_at: 2026-06-10 00:34:25+00:00
-  closed_at:
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/150
-  joss:
-  partners:
-  gh_meta:
-      name: plenoptic
-      description: Visualize/test models for visual representation by
-          synthesizing images.
-      created_at: '2019-06-18'
-      stargazers_count: 92
-      watchers_count: 6
-      open_issues_count: 80
-      forks_count: 20
-      documentation: https://docs.plenoptic.org/
-      contrib_count: 19
-      last_commit: '2026-06-12'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: SLEPLET
-  package_description: Slepian Scale-Discretised Wavelets in Python
-  submitting_author:
-      name: Patrick J. Roddy
-      github_username: paddyroddy
-  all_current_maintainers:
-    - name: Patrick J. Roddy
-      github_username: paddyroddy
-  repository_link: https://github.com/astro-informatics/sleplet
-  repository_host: github
-  version_submitted: '[v1.4.4](https://pypi.org/project/sleplet/1.4.4)'
-  categories:
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Szymon Moliński
-      github_username: SimonMolinsky
-  eic:
-      name: David Nicholson
-      github_username: NickleDave
-  reviewers:
-    - name: Shannon Quinn
-      github_username: magsol
-    - name: Jakub Tomasz Gnyp
-      github_username: gnypit
-  archive: https://zenodo.org/doi/10.5281/zenodo.7268074
-  version_accepted: 1.4.7
-  date_accepted: '2024-05-21'
-  created_at: 2023-11-16 01:32:15+00:00
-  updated_at: 2025-01-14 18:45:55+00:00
-  closed_at: 2024-06-06 08:29:04+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/149
-  joss: https://joss.theoj.org/papers/10.21105/joss.05221
-  partners:
-  gh_meta:
-      name: sleplet
-      description: Slepian Scale-Discretised Wavelets in Python
-      created_at: '2020-10-21'
-      stargazers_count: 10
-      watchers_count: 2
-      open_issues_count: 3
-      forks_count: 1
-      documentation: https://pypi.org/project/sleplet
-      contrib_count: 5
-      last_commit: '2026-06-12'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: sunpy
-  package_description: Python for Solar Physics
-  submitting_author:
-      name: Nabil Freij
-      github_username: nabobalis
-  all_current_maintainers:
-    - name: Steven Christe
-      github_username: ehsteve
-    - name: David Pérez-Suárez
-      github_username: dpshelio
-    - name: Jack Ireland
-      github_username: wafels
-    - name: Albert Y. Shih
-      github_username: ayshih
-    - name: Stuart Mumford
-      github_username: Cadair
-    - name: Nabil Freij
-      github_username: nabobalis
-    - name: David Stansby
-      github_username: dstansby
-    - name: DanRyanIrish
-      github_username: DanRyanIrish
-    - name: Will Barnes
-      github_username: wtbarnes
-    - name: Conor MacBride
-      github_username: ConorMacBride
-    - name: Alasdair Wilson
-      github_username: alasdairwilson
-    - name: Laura Hayes
-      github_username: hayesla
-    - name: Vishnunarayan K I
-      github_username: vn-ki
-  repository_link: https://github.com/sunpy/sunpy
-  repository_host: github
-  version_submitted: 5.0.1
-  categories:
-    - data-retrieval
-    - data-extraction
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Chiara Marmo
-      github_username: cmarmo
-  eic:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  reviewers:
-    - name: Septaris/Babouh
-      github_username: Septaris
-    - name: Sean Kelly
-      github_username: nutjob4life
-  archive: https://zenodo.org/record/8384174
-  version_accepted: 5.1.1
-  date_accepted: '2024-01-18'
-  created_at: 2023-10-30 18:45:06+00:00
-  updated_at: 2025-01-14 18:46:34+00:00
-  closed_at: 2024-01-27 23:05:39+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/147
-  joss: https://joss.theoj.org/papers/10.21105/joss.01832
-  partners:
-  gh_meta:
-      name: sunpy
-      description: SunPy - Python for Solar Physics
-      created_at: '2011-08-06'
-      stargazers_count: 1024
-      watchers_count: 44
-      open_issues_count: 237
-      forks_count: 655
-      documentation: https://www.sunpy.org
-      contrib_count: 250
-      last_commit: '2026-06-11'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: ncompare
-  package_description: '`ncompare` compares two netCDF files at the command line,
-      by generating a report of the matching and non-matching groups, variables,
-      and attributes.'
-  submitting_author:
-      name: Daniel Kaufman
-      github_username: danielfromearth
-  all_current_maintainers:
-    - name: Daniel Kaufman
-      github_username: danielfromearth
-  repository_link: https://github.com/nasa/ncompare
-  repository_host: github
-  version_submitted: 1.4.0
-  categories:
-    - data-validation-testing
-  editor:
-      name: Tom Russell
-      github_username: tomalrussell
-  eic:
-      name: David Nicholson
-      github_username: NickleDave
-  reviewers:
-    - name: Chiara Marmo
-      github_username: cmarmo
-    - name: Michael Tso
-      github_username: cmtso
-  archive: https://zenodo.org/doi/10.5281/zenodo.10625407
-  version_accepted: 1.7.2
-  date_accepted: '2024-02-06'
-  created_at: 2023-10-25 13:12:48+00:00
-  updated_at: 2025-01-14 18:47:21+00:00
-  closed_at: 2024-06-12 15:48:36+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/146
-  joss: https://joss.theoj.org/papers/10.21105/joss.06490
-  partners:
-  gh_meta:
-      name: ncompare
-      description: Compare the structure of two netCDF (or HDF5) files
-      created_at: '2023-08-17'
-      stargazers_count: 31
-      watchers_count: 3
-      open_issues_count: 3
-      forks_count: 9
-      documentation: https://ncompare.readthedocs.io
-      contrib_count: 7
-      last_commit: '2025-12-30'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: rdata
-  package_description: Read R datasets from Python.
-  submitting_author:
-      name: Carlos Ramos Carreño
-      github_username: vnmabus
-  all_current_maintainers:
-    - name: Carlos Ramos Carreño
-      github_username: vnmabus
-  repository_link: https://github.com/vnmabus/rdata
-  repository_host: github
-  version_submitted: 0.9.2.dev1
-  categories:
-    - data-processing-munging
-  editor:
-      name: Isabel Zimmerman
-      github_username: isabelizimm
-  eic:
-  reviewers:
-    - name: Richard Iannone
-      github_username: rich-iannone
-    - name: Hassan Kibirige
-      github_username: has2k1
-  archive: https://zenodo.org/doi/10.5281/zenodo.10776842
-  version_accepted: '[0.11.0](https://github.com/vnmabus/rdata/releases/tag/0.11.0)'
-  date_accepted: 2024-2-29
-  created_at: 2023-10-20 08:26:10+00:00
-  updated_at: 2025-02-22 00:24:49+00:00
-  closed_at: 2025-02-21 20:20:59+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/144
-  joss: https://joss.theoj.org/papers/10.21105/joss.07540
-  partners:
-  gh_meta:
-      name: rdata
-      description: A Python library for R datasets.
-      created_at: '2018-07-02'
-      stargazers_count: 59
-      watchers_count: 2
-      open_issues_count: 3
-      forks_count: 3
-      documentation: https://rdata.readthedocs.io
-      contrib_count: 4
-      last_commit: '2026-06-11'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: EOmaps
-  package_description: EOmaps is a python package to visualize, analyze and
-      compare geographical datasets.
-  submitting_author:
-      name: Raphael Quast
-      github_username: raphaelquast
-  all_current_maintainers:
-    - name: Raphael Quast
-      github_username: raphaelquast
-  repository_link: https://github.com/raphaelquast/EOmaps
-  repository_host: github
-  version_submitted: '7.3'
-  categories:
-    - data-visualization
-  editor:
-      name: Bane Sullivan
-      github_username: banesullivan
-  eic:
-  reviewers:
-    - name: Lauren Yee
-      github_username: yeelauren
-    - name: Joseph H Kennedy
-      github_username: jhkennedy
-  archive: https://zenodo.org/doi/10.5281/zenodo.10822829
-  version_accepted: 8.0.2
-  date_accepted: '2024-03-14'
-  created_at: 2023-09-26 12:14:47+00:00
-  updated_at: 2024-03-20 06:03:26+00:00
-  closed_at: 2024-03-20 05:56:50+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/138
-  joss:
-  partners:
-  gh_meta:
-      name: EOmaps
-      description: A library to create interactive maps of geographical
-          datasets
-      created_at: '2021-09-27'
-      stargazers_count: 362
-      watchers_count: 4
-      open_issues_count: 10
-      forks_count: 27
-      documentation: https://eomaps.readthedocs.io/
-      contrib_count: 9
-      last_commit: '2026-01-21'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: sourmash
-  package_description: '`sourmash` is a command line tool and Python library for
-      sketching collections of DNA, RNA, and amino acid k-mers for biological sequence
-      search, comparison, and analysis.'
-  submitting_author:
-      name: Tessa Pierce-Ward
-      github_username: bluegenes
-  all_current_maintainers:
-    - name: C. Titus Brown
-      github_username: ctb
-    - name: Luiz Irber
-      github_username: luizirber
-    - name: Tessa Pierce Ward
-      github_username: bluegenes
-  repository_link: https://github.com/sourmash-bio/sourmash
-  repository_host: github
-  version_submitted: '4.8'
-  categories:
-    - data-processing-munging
-  editor:
-      name: Emily Jane McTavish
-      github_username: snacktavish
-  eic:
-  reviewers:
-    - name: Lili Andersson-Li
-      github_username: LilyAnderssonLee
-    - name: Elais Player
-      github_username: elais
-  archive: https://zenodo.org/doi/10.5281/zenodo.10951577
-  version_accepted: '[v4.8.8](https://github.com/sourmash-bio/sourmash/releases/tag/v4.8.8)'
-  date_accepted: 2024-4-4
-  created_at: 2023-08-14 21:02:57+00:00
-  updated_at: 2024-11-23 00:44:05+00:00
-  closed_at: 2024-07-22 20:13:57+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/129
-  joss: https://joss.theoj.org/papers/10.21105/joss.06830
-  partners:
-  gh_meta:
-      name: sourmash
-      description: Quickly search, compare, and analyze genomic and
-          metagenomic data sets.
-      created_at: '2016-04-09'
-      stargazers_count: 547
-      watchers_count: 17
-      open_issues_count: 770
-      forks_count: 93
-      documentation: https://sourmash.readthedocs.io/en/latest/
-      contrib_count: 46
-      last_commit: '2026-06-08'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: Sciform
-  package_description: A package for converting python numbers (floats,
-      Decimals) into scientific-formatted strings more suitable for reading
-      and presentation.
-  submitting_author:
-      name: Justin Gerber
-      github_username: jagerber48
-  all_current_maintainers:
-    - name: Justin Gerber
-      github_username: jagerber48
-  repository_link: https://github.com/jagerber48/sciform
-  repository_host: github
-  version_submitted: 0.24.0
-  categories:
-    - data-visualization
-  editor:
-      name: Alex Batisse
-      github_username: Batalex
-  eic:
-  reviewers:
-    - name: Isabel Zimmerman
-      github_username: isabelizimm
-    - name: Michael Chow
-      github_username: machow
-  archive: https://zenodo.org/doi/10.5281/zenodo.10645273
-  version_accepted: 0.34.1
-  date_accepted: '2024-02-07'
-  created_at: 2023-07-21 04:41:08+00:00
-  updated_at: 2024-05-02 17:46:01+00:00
-  closed_at: 2024-05-02 16:42:00+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/121
-  joss:
-  partners:
-  gh_meta:
-      name: sciform
-      description: A package for formatting numbers into scientific formatted
-          strings.
-      created_at: '2023-05-26'
-      stargazers_count: 17
-      watchers_count: 1
-      open_issues_count: 8
-      forks_count: 2
-      documentation: https://sciform.readthedocs.io/en/stable/
-      contrib_count: 3
-      last_commit: '2025-09-11'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: astartes
-  package_description: Better Data Splits for Machine Learning
-  submitting_author:
-      name: Jackson Burns
-      github_username: JacksonBurns
-  all_current_maintainers:
-    - name: Kevin Spiekermann
-      github_username: kspieks
-    - name: Himaghna Bhattacharjee
-      github_username: himaghna
-  repository_link: https://github.com/JacksonBurns/astartes
-  repository_host: github
-  version_submitted:
-      v[1.1.2](https://github.com/JacksonBurns/astartes/releases/tag/v1.1.2)
-  categories:
-    - data-processing-munging
-  editor:
-      name: Chiara Marmo
-      github_username: cmarmo
-  eic:
-  reviewers:
-    - name: Beryl Kanali
-      github_username: BerylKanali
-    - name: Du Phan
-      github_username: du-phan
-  archive: https://zenodo.org/record/8431894
-  version_accepted:
-      v[1.1.3](https://github.com/JacksonBurns/astartes/releases/tag/v1.1.3)
-  date_accepted: '2023-10-15'
-  created_at: 2023-07-10 22:12:51+00:00
-  updated_at: 2025-02-01 17:50:10+00:00
-  closed_at: 2023-11-12 21:12:16+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/120
-  joss: https://joss.theoj.org/papers/10.21105/joss.05996
-  partners:
-  gh_meta:
-      name: astartes
-      description: Better Data Splits for Machine Learning
-      created_at: '2022-04-22'
-      stargazers_count: 101
-      watchers_count: 2
-      open_issues_count: 7
-      forks_count: 6
-      documentation: https://jacksonburns.github.io/astartes/
-      contrib_count: 3
-      last_commit: '2025-09-30'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: XGI
-  package_description: XGI is a Python package for higher-order networks.
-  submitting_author:
-      name: Nicholas Landry
-      github_username: nwlandry
-  all_current_maintainers:
-    - name: Nicholas Landry
-      github_username: nwlandry
-    - name: Leo Torres
-      github_username: leotrs
-    - name: Maxime Lucas
-      github_username: maximelucas
-    - name: Iacopo Iacopini
-      github_username: iaciac
-    - name: Giovanni Petri
-      github_username: lordgrilo
-    - name: Alice Schwarze
-      github_username: acuschwarze
-    - name: Thomas Robiglio
-      github_username: thomasrobiglio
-    - name: Alice Patania
-      github_username: alpatania
-  repository_link: https://github.com/xgi-org/xgi
-  repository_host: github
-  version_submitted: '0.7'
-  categories:
-    - data-retrieval
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Szymon Moliński
-      github_username: SimonMolinsky
-  eic:
-  reviewers:
-    - name: Nhat Jonny Tran
-      github_username: JonnyTran
-    - name: Marta Leszczyńska
-      github_username: Reckony
-  archive: https://zenodo.org/record/8365068
-  version_accepted: 0.7.4
-  date_accepted: '2023-09-23'
-  created_at: 2023-06-08 16:15:32+00:00
-  updated_at: 2025-02-01 17:51:41+00:00
-  closed_at: 2023-10-23 07:38:27+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/115
-  joss: https://joss.theoj.org/papers/10.21105/joss.05162
-  partners:
-  gh_meta:
-      name: xgi
-      description: CompleX Group Interactions (XGI) is a Python package for
-          higher-order networks.
-      created_at: '2021-09-08'
-      stargazers_count: 251
-      watchers_count: 9
-      open_issues_count: 51
-      forks_count: 47
-      documentation: https://xgi.readthedocs.io
-      contrib_count: 21
-      last_commit: '2026-05-29'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: biocypher
-  package_description: framework for creating biomedical knowledge graphs
-  submitting_author:
-      name: Sebastian Lobentanzer
-      github_username: slobentanzer
-  all_current_maintainers:
-    - name: Sebastian Lobentanzer
-      github_username: slobentanzer
-  repository_link: https://github.com/biocypher/biocypher
-  repository_host: github
-  version_submitted: 0.5.14
-  categories:
-    - data-retrieval
-    - data-extraction
-    - data-processing-munging
-    - data-deposition
-    - data-validation-testing
-    - workflow-automation
-    - database-interoperability
-  editor:
-      name: Ariane Sasso
-      github_username: arianesasso
-  eic:
-  reviewers:
-    - name: Lukas Heumos
-      github_username: Zethson
-    - name: Moritz E. Beber
-      github_username: Midnighter
-    - name:
-      github_username: Sinna
-  archive: https://zenodo.org/doi/10.5281/zenodo.10158204
-  version_accepted: v0.5.33
-  date_accepted: '2023-11-14'
-  created_at: 2023-05-04 18:08:32+00:00
-  updated_at: 2023-12-14 23:29:54+00:00
-  closed_at: 2023-11-28 18:03:51+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/110
-  joss:
-  partners:
-  gh_meta:
-      name: biocypher
-      description: A unifying framework for biomedical research knowledge
-          graphs
-      created_at: '2021-09-10'
-      stargazers_count: 311
-      watchers_count: 8
-      open_issues_count: 173
-      forks_count: 53
-      documentation: https://biocypher.org
-      contrib_count: 21
-      last_commit: '2026-06-01'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: cardsort
-  package_description: A python package to analyse data from open card sorting
-      tasks
-  submitting_author:
-      name: Katharina Kloppenborg
-      github_username: katoss
-  all_current_maintainers:
-    - name: Katharina Kloppenborg
-      github_username: katoss
-  repository_link: https://github.com/katoss/cardsort
-  repository_host: github
-  version_submitted: '[0.2.2](https://github.com/katoss/cardsort/releases/tag/v0.2.2)'
-  categories:
-    - data-extraction
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Alex Batisse
-      github_username: Batalex
-  eic:
-  reviewers:
-    - name: Semidán Robaina
-      github_username: Robaina
-    - name:
-      github_username: khynder
-  archive: https://zenodo.org/record/8214655
-  version_accepted: v
-      [0.2.36](https://github.com/katoss/cardsort/releases/tag/v0.2.36)
-  date_accepted: '2023-08-16'
-  created_at: 2023-04-20 11:29:27+00:00
-  updated_at: 2023-12-13 10:40:37+00:00
-  closed_at: 2023-08-23 08:21:12+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/102
-  joss:
-  partners:
-  gh_meta:
-      name: cardsort
-      description: A python package to analyse cardsorting data from
-          kardsort.com outputs.
-      created_at: '2023-03-16'
-      stargazers_count: 8
-      watchers_count: 2
-      open_issues_count: 0
-      forks_count: 2
-      documentation: https://cardsort.readthedocs.io
-      contrib_count: 4
-      last_commit: '2025-04-15'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: afscgap
-  package_description: Community contributed Python-based tools for working
-      with public bottom trawl surveys data from the NOAA Alaska Fisheries
-      Science Center Groundfish Assessment Program ([NOAA AFSC
-      GAP](https://www.fisheries.noaa.gov/contact/groundfish-assessment-program)).
-  submitting_author:
-      name: Sam Pottinger
-      github_username: sampottinger
-  all_current_maintainers:
-    - name: A Samuel Pottinger
-      github_username: sampottinger
-    - name: Giulia Zarpellon
-      github_username: gizarp
-  repository_link: https://github.com/SchmidtDSE/afscgap
-  repository_host: github
-  version_submitted: 0.0.7
-  categories:
-    - data-retrieval
-    - data-processing-munging
-    - data-visualization
-  editor:
-      name: Filipe
-      github_username: ocefpaf
-  eic:
-  reviewers:
-    - name: Tylar
-      github_username: 7yl4r
-    - name: Ayush Anand
-      github_username: ayushanand18
-  archive: https://zenodo.org/badge/latestdoi/603308264
-  version_accepted: 0.0.7
-  date_accepted: '2023-05-30'
-  created_at: 2023-03-25 00:27:27+00:00
-  updated_at: 2023-08-29 02:15:31+00:00
-  closed_at: 2023-06-28 19:06:00+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/93
-  joss: https://joss.theoj.org/papers/10.21105/joss.05593
-  partners:
-  gh_meta:
-      name: afscgap
-      description: Python-based tools for NOAA AFSC GAP marine species surveys
-          data
-      created_at: '2023-02-18'
-      stargazers_count: 5
-      watchers_count: 3
-      open_issues_count: 2
-      forks_count: 4
-      documentation: https://pyafscgap.org
-      contrib_count: 3
-      last_commit: '2026-02-05'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: taxpasta
-  package_description: TAXonomic Profile Aggregation and STAndardisation
-  submitting_author:
-      name: Moritz E. Beber
-      github_username: Midnighter
-  all_current_maintainers:
-    - name: Moritz E. Beber
-      github_username: Midnighter
-    - name: Sofia Stamouli
-      github_username: sofstam
-    - name: James A. Fellows Yates
-      github_username: jfy133
-  repository_link: https://github.com/taxprofiler/taxpasta
-  repository_host: github
-  version_submitted: 0.2.1
-  categories:
-    - data-processing-munging
-  editor:
-      name: C. Titus Brown
-      github_username: ctb
-  eic:
-  reviewers:
-    - name: Emily Jane McTavish
-      github_username: snacktavish
-    - name: Tessa Pierce Ward
-      github_username: bluegenes
-  archive: https://github.com/taxprofiler/taxpasta/releases/tag/0.4.0
-  version_accepted: 0.4.0
-  date_accepted: '2023-07-05'
-  created_at: 2023-03-02 16:50:50+00:00
-  updated_at: 2023-12-13 10:49:10+00:00
-  closed_at: 2023-07-12 14:22:46+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/84
-  joss: https://joss.theoj.org/papers/10.21105/joss.05627
-  partners:
-  gh_meta:
-      name: taxpasta
-      description: TAXnomic Profile Aggregation and STAndardisation
-      created_at: '2022-06-03'
-      stargazers_count: 44
-      watchers_count: 4
-      open_issues_count: 17
-      forks_count: 8
-      documentation: https://taxpasta.readthedocs.io/
-      contrib_count: 5
-      last_commit: '2025-08-19'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: bibat
-  package_description: An interactive template for Bayesian statistical
-      analysis projects
-  submitting_author:
-      name: Teddy Groves
-      github_username: teddygroves
-  all_current_maintainers:
-    - name: Teddy Groves
-      github_username: teddygroves
-  repository_link: https://github.com/teddygroves/bibat/
-  repository_host: github
-  version_submitted: 0.1.0
-  categories:
-    - workflow-automation
-  editor:
-      name: Meenal Jhajharia
-      github_username: mjhajharia
-  eic:
-  reviewers:
-    - name: Oriol Abril-Pla
-      github_username: OriolAbril
-    - name: Alexey Izmailov
-      github_username: alizma
-  archive: https://zenodo.org/record/8124312
-  version_accepted: 0.1.10
-  date_accepted: '2023-07-05'
-  created_at: 2023-03-01 14:16:51+00:00
-  updated_at: 2023-12-14 23:37:44+00:00
-  closed_at: 2023-12-13 22:30:02+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/83
-  joss:
-  partners:
-  gh_meta:
-      name: bibat
-      description: A batteries-included template for Bayesian data analysis
-          projects
-      created_at: '2021-03-04'
-      stargazers_count: 22
-      watchers_count: 1
-      open_issues_count: 13
-      forks_count: 1
-      documentation: https://bibat.readthedocs.io/
-      contrib_count: 1
-      last_commit: '2024-04-10'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: Python-graphblas
-  package_description: 'Python library for GraphBLAS: high-performance sparse linear
-      algebra for scalable graph analytics'
-  submitting_author:
-      name: Erik Welch
-      github_username: eriknw
-  all_current_maintainers:
-    - name: Erik Welch
-      github_username: eriknw
-    - name: Jim Kitchen
-      github_username: jim22k
-    - name: Sultan Orazbayev
-      github_username: SultanOrazbayev
-  repository_link: https://github.com/python-graphblas/python-graphblas
-  repository_host: github
-  version_submitted: 2023.1.0
-  categories:
-    - data-munging
-    - scientific-software-wrapper
-  editor:
-      name: Tom Russell
-      github_username: tomalrussell
-  eic:
-  reviewers:
-    - name: Jonny Saunders
-      github_username: sneakers-the-rat
-    - name: Szabolcs Horvát
-      github_username: szhorvat
-  archive: https://zenodo.org/record/8125660
-  version_accepted: 2023.7.0
-  date_accepted: '2023-07-14'
-  created_at: 2023-02-04 23:07:20+00:00
-  updated_at: 2024-03-12 17:32:53+00:00
-  closed_at: 2023-07-27 17:48:29+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/81
-  joss:
-  partners:
-  gh_meta:
-      name: python-graphblas
-      description: 'Python library for GraphBLAS: high-performance sparse linear
-          algebra for scalable graph analytics'
-      created_at: '2019-11-11'
-      stargazers_count: 155
-      watchers_count: 9
-      open_issues_count: 55
-      forks_count: 16
-      documentation: https://python-graphblas.readthedocs.io/en/stable/
-      contrib_count: 11
-      last_commit: '2026-04-22'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: xclim
-  package_description: Climate indices computation package based on Xarray
-  submitting_author:
-      name: Trevor James Smith
-      github_username: Zeitsperre
-  all_current_maintainers:
-    - name: Trevor James Smith
-      github_username: Zeitsperre
-    - name: Travis Logan
-      github_username: tlogan2000
-    - name: Pascal Bourgault
-      github_username: aulemahal
-  repository_link: https://github.com/Ouranosinc/xclim
-  repository_host: github
-  version_submitted: v0.40.0
-  categories:
-    - data-munging
-    - reproducibility
-    - geospatial
-  editor:
-      name: Alex Batisse
-      github_username: Batalex
-  eic:
-  reviewers:
-    - name: James Munroe
-      github_username: jmunroe
-    - name: Agustina
-      github_username: aguspesce
-  archive: https://zenodo.org/badge/latestdoi/142608764
-  version_accepted: v0.42.0
-  date_accepted: '2023-04-11'
-  created_at: 2023-01-16 16:59:20+00:00
-  updated_at: 2023-09-18 22:18:20+00:00
-  closed_at: 2023-05-22 04:04:53+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/73
-  joss: https://joss.theoj.org/papers/10.21105/joss.05415
-  partners:
-  gh_meta:
-      name: xclim
-      description: 'Library of derived climate variables, ie climate indicators,
-          based on xarray. '
-      created_at: '2018-07-27'
-      stargazers_count: 396
-      watchers_count: 13
-      open_issues_count: 42
-      forks_count: 74
-      documentation: https://xclim.readthedocs.io/en/stable/
-      contrib_count: 46
-      last_commit: '2026-06-09'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-    - Pangeo
-  active: true
-- package_name: crowsetta
-  package_description: A Python tool to work with any format for annotating
-      animal vocalizations and bioacoustics data.
-  submitting_author:
-      name: David Nicholson
-      github_username: NickleDave
-  all_current_maintainers:
-    - name: David Nicholson
-      github_username: NickleDave
-  repository_link: https://github.com/vocalpy/crowsetta
-  repository_host: github
-  version_submitted: '[4.0.0.post2](https://github.com/vocalpy/crowsetta/releases/tag/4.0.0.post2)'
-  categories:
-    - data-extraction
-    - data-munging
-    - reproducibility
-  editor:
-      name: Chiara Marmo
-      github_username: cmarmo
-  eic:
-  reviewers:
-    - name: Tessa Rhinehart
-      github_username: rhine3
-    - name: Sylvain HAUPERT
-      github_username: shaupert
-  archive: https://zenodo.org/badge/latestdoi/159904494
-  version_accepted: v
-      [5.0](https://github.com/vocalpy/crowsetta/releases/tag/5.0.0)
-  date_accepted: '2023-03-28'
-  created_at: 2023-01-03 19:39:16+00:00
-  updated_at: 2024-11-21 00:50:18+00:00
-  closed_at: 2023-04-13 20:26:00+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/68
-  joss: https://joss.theoj.org/papers/10.21105/joss.05338
-  partners:
-  gh_meta:
-      name: crowsetta
-      description: A tool to work with any format for annotating animal sounds
-      created_at: '2018-12-01'
-      stargazers_count: 62
-      watchers_count: 1
-      open_issues_count: 41
-      forks_count: 4
-      documentation: https://crowsetta.readthedocs.io/en/latest/
-      contrib_count: 2
-      last_commit: '2025-12-16'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: Pynteny
-  package_description: Query sequence database by HMMs arranged in predefined
-      synteny structure
-  submitting_author:
-      name: Semidán Robaina
-      github_username: Robaina
-  all_current_maintainers:
-    - name: Semidán Robaina
-      github_username: Robaina
-  repository_link: https://github.com/Robaina/Pynteny
-  repository_host: github
-  version_submitted: v0.0.5
-  categories:
-    - data-retrieval
-    - data-extraction
-    - education
-  editor:
-      name: Ariane Sasso
-      github_username: arianesasso
-  eic:
-  reviewers:
-    - name: Alex Batisse
-      github_username: Batalex
-    - name: Corinna Thoben
-      github_username: c-thoben
-  archive: https://zenodo.org/record/7696204
-  version_accepted: 1.0.0
-  date_accepted: '2023-03-10'
-  created_at: 2022-12-16 22:02:53+00:00
-  updated_at: 2023-08-29 01:32:03+00:00
-  closed_at: 2023-04-12 20:48:15+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/67
-  joss: https://joss.theoj.org/papers/10.21105/joss.05289
-  partners:
-  gh_meta:
-      name: Pynteny
-      description: Query sequence database by HMMs arranged in predefined
-          synteny structure
-      created_at: '2022-06-06'
-      stargazers_count: 14
-      watchers_count: 1
-      open_issues_count: 2
-      forks_count: 2
-      documentation: https://robaina.github.io/Pynteny
-      contrib_count: 2
-      last_commit: '2026-04-01'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: Jointly
-  package_description: Jointly is a python package for synchronizing sensors
-      with accelerometer data
-  submitting_author:
-      name: Arne Herdick
-      github_username: enra64
-  all_current_maintainers:
-    - name: Arne
-      github_username: enra64
-    - name: Ariane Sasso
-      github_username: arianesasso
-  repository_link: https://github.com/hpi-dhc/jointly
-  repository_host: github
-  version_submitted: 1.0.2
-  categories:
-    - data-munging
-  editor:
-      name: Ivan Ogasawara
-      github_username: xmnlab
-  eic:
-  reviewers:
-    - name: Álex Sáez
-      github_username: AlexS12
-    - name: K. Arthur Endsley
-      github_username: arthur-e
-  archive: https://zenodo.org/badge/latestdoi/303936309
-  version_accepted: 1.0.3
-  date_accepted: '2021-12-29'
-  created_at: 2021-08-31 12:58:45+00:00
-  updated_at: 2023-08-29 02:01:15+00:00
-  closed_at: 2022-01-12 18:45:20+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/45
-  joss:
-  partners:
-  gh_meta:
-      name: jointly
-      description: 'Jointly: A Python package for synchronizing sensors with accelerometer
-          data'
-      created_at: '2020-10-14'
-      stargazers_count: 11
-      watchers_count: 3
-      open_issues_count: 0
-      forks_count: 1
-      documentation: https://jointly.readthedocs.io/
-      contrib_count: 5
-      last_commit: '2022-01-11'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: PyGMT
-  package_description: A Python interface for the Generic Mapping Tools
-  submitting_author:
-      name: Wei Ji Leong
-      github_username: weiji14
-  all_current_maintainers:
-    - name: Wei Ji
-      github_username: weiji14
-    - name: Dongdong Tian
-      github_username: seisman
-    - name: Max Jones
-      github_username: maxrjones
-    - name: Michael Grund
-      github_username: michaelgrund
-    - name: Will Schlitzer
-      github_username: willschlitzer
-    - name: Yvonne Fröhlich
-      github_username: yvonnefroehlich
-  repository_link: https://github.com/GenericMappingTools/pygmt
-  repository_host: github
-  version_submitted:
-  categories:
-    - data-munging
-    - data-visualization
-    - geospatial
-  editor:
-      name: Leah Wasser
-      github_username: lwasser
-  eic:
-  reviewers:
-    - name: Julius Busecke
-      github_username: jbusecke
-    - name: Szymon Moliński
-      github_username: simonmolinsky
-  archive: https://zenodo.org/record/6702566
-  version_accepted: V 0.7.0
-  date_accepted: 2022-9-1
-  created_at: 2021-07-23 00:37:07+00:00
-  updated_at: 2024-12-15 05:27:30+00:00
-  closed_at: 2023-06-12 22:47:16+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/43
-  joss:
-  partners:
-  gh_meta:
-      name: pygmt
-      description: A Python interface for the Generic Mapping Tools.
-      created_at: '2017-03-17'
-      stargazers_count: 862
-      watchers_count: 25
-      open_issues_count: 125
-      forks_count: 237
-      documentation: https://www.pygmt.org
-      contrib_count: 51
-      last_commit: '2026-06-13'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: Devicely
-  package_description: A Python package for reading, timeshifting and writing
-      sensor data
-  submitting_author:
-      name: Ariane Sasso
-      github_username: arianesasso
-  all_current_maintainers:
-    - name: Ariane Sasso
-      github_username: arianesasso
-  repository_link: https://github.com/hpi-dhc/devicely
-  repository_host: github
-  version_submitted: 0.2.5
-  categories:
-    - data-munging
-  editor:
-      name: Ivan Ogasawara
-      github_username: xmnlab
-  eic:
-  reviewers:
-    - name: Carol Willing
-      github_username: willingc
-    - name: Robert Guggenberger
-      github_username: agricolab
-  archive: https://zenodo.org/badge/latestdoi/279395106
-  version_accepted: v1.1.1
-  date_accepted: '2021-08-19'
-  created_at: 2021-04-03 19:25:41+00:00
-  updated_at: 2023-08-29 02:06:23+00:00
-  closed_at: 2022-09-07 15:40:27+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/37
-  joss: https://joss.theoj.org/papers/10.21105/joss.03679
-  partners:
-  gh_meta:
-      name: devicely
-      description: 'Devicely: A Python package for reading, timeshifting and writing
-          sensor data'
-      created_at: '2020-07-13'
-      stargazers_count: 16
-      watchers_count: 4
-      open_issues_count: 1
-      forks_count: 8
-      documentation: https://hpi-dhc.github.io/devicely/
-      contrib_count: 4
-      last_commit: '2021-12-21'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: openomics
-  package_description: Library for integration of multi-omics, annotation, and
-      interaction data
-  submitting_author:
-      name: Jonny Tran
-      github_username: JonnyTran
-  all_current_maintainers:
-    - name: Nhat (Jonny) Tran
-      github_username: JonnyTran
-  repository_link: https://github.com/JonnyTran/OpenOmics
-  repository_host: github
-  version_submitted: '[0.8.4](https://github.com/JonnyTran/OpenOmics/releases/tag/v0.8.4)'
-  categories:
-    - data-retrieval
-    - data-extraction
-    - data-munging
-    - reproducibility
-  editor:
-      name: David Nicholson
-      github_username: NickleDave
-  eic:
-  reviewers:
-    - name: Steve Moss
-      github_username: gawbul
-    - name: Katharina Sielemann
-      github_username: ksielemann
-  archive: https://zenodo.org/record/4731011
-  version_accepted: v
-      [0.8.8](https://github.com/JonnyTran/OpenOmics/releases/tag/v0.8.8)
-  date_accepted: '2021-04-17'
-  created_at: 2021-01-01 19:54:20+00:00
-  updated_at: 2023-11-09 17:53:10+00:00
-  closed_at: 2021-05-10 17:48:02+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/31
-  joss: https://joss.theoj.org/papers/10.21105/joss.03249
-  partners:
-  gh_meta:
-      name: OpenOmics
-      description: A bioinformatics API to interface with public multi-omics
-          bio databases for wicked fast data integration.
-      created_at: '2018-03-16'
-      stargazers_count: 37
-      watchers_count: 4
-      open_issues_count: 6
-      forks_count: 10
-      documentation: https://openomics.readthedocs.io/en/latest/
-      contrib_count: 8
-      last_commit: '2024-05-15'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: Physcraper
-  package_description: Automated phylogenetic updating
-  submitting_author:
-      name: Emily Jane McTavish
-      github_username: snacktavish
-  all_current_maintainers:
-    - name: Emily Jane McTavish
-      github_username: snacktavish
-    - name: Luna L. Sanchez Reyes
-      github_username: LunaSare
-  repository_link: https://github.com/McTavishLab/physcraper
-  repository_host: github
-  version_submitted: '[0.55](https://github.com/McTavishLab/physcraper/releases/tag/0.55)'
-  categories:
-    - data-retrieval
-    - data-munging
-  editor:
-      name: David Nicholson
-      github_username: NickleDave
-  eic:
-  reviewers:
-    - name: Boas Pucker
-      github_username: bpucker
-    - name: Leonardo de Oliveira Martins
-      github_username: leomrtns
-  archive: https://zenodo.org/record/5512990
-  version_accepted: v
-      [1.0](https://github.com/McTavishLab/physcraper/releases/tag/v1.0.0)
-  date_accepted: '2021-09-14'
-  created_at: 2020-07-15 22:31:52+00:00
-  updated_at: 2023-09-09 19:52:35+00:00
-  closed_at: 2021-09-18 01:07:07+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/26
-  joss:
-  partners:
-  gh_meta:
-      name: physcraper
-      description: Welcome to Physcraper’s repository! Automatic gene tree
-          updating using the Open Tree of Life.
-      created_at: '2015-08-24'
-      stargazers_count: 13
-      watchers_count: 6
-      open_issues_count: 36
-      forks_count: 5
-      documentation: https://physcraper.readthedocs.io/en/main/
-      contrib_count: 5
-      last_commit: '2022-05-13'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: pystiche
-  package_description: Framework for Neural Style Transfer (NST) built upon
-      PyTorch
-  submitting_author:
-      name: Philip Meier
-      github_username: pmeier
-  all_current_maintainers:
-    - name: Philip Meier
-      github_username: pmeier
-  repository_link: https://github.com/pystiche/pystiche
-  repository_host: github
-  version_submitted: '[0.5.0post0](https://github.com/pystiche/pystiche/releases/tag/v0.5.0.post0)'
-  categories:
-    - reproducibility
-  editor:
-      name: David Nicholson
-      github_username: NickleDave
-  eic:
-  reviewers:
-    - name: Edgar Riba
-      github_username: edgarriba
-    - name: Soumith Chintala
-      github_username: soumith
-  archive: https://zenodo.org/record/4073515
-  version_accepted: v
-      [0.6.0](https://github.com/pystiche/pystiche/releases/tag/v0.6.0)
-  date_accepted: '2020-10-08'
-  created_at: 2020-07-02 12:57:08+00:00
-  updated_at: 2023-11-08 23:49:27+00:00
-  closed_at: 2020-10-14 16:05:10+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/25
-  joss: https://joss.theoj.org/papers/10.21105/joss.02761
-  partners:
-  gh_meta:
-      name: pystiche
-      description: Framework for Neural Style Transfer (NST) built upon
-          PyTorch
-      created_at: '2019-09-16'
-      stargazers_count: 274
-      watchers_count: 9
-      open_issues_count: 11
-      forks_count: 24
-      documentation:
-      contrib_count: 10
-      last_commit: '2022-03-18'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: phenopype
-  package_description: a phenotyping pipeline for Python
-  submitting_author:
-      name: Moritz Lürig
-      github_username: mluerig
-  all_current_maintainers:
-    - name: Moritz Lürig
-      github_username: mluerig
-  repository_link: https://github.com/phenopype/phenopype
-  repository_host: github
-  version_submitted: 1.0.5
-  categories:
-    - data-extraction
-    - reproducibility
-  editor:
-      name: Ben Cook
-      github_username: jbencook
-  eic:
-  reviewers:
-    - name: Arthur Porto
-      github_username: agporto
-    - name: Seth Donoughe
-      github_username: sdonoughe
-  archive: https://zenodo.org/record/4761417
-  version_accepted: 2.0.1
-  date_accepted: '2021-05-13'
-  created_at: 2020-05-04 16:51:36+00:00
-  updated_at: 2023-09-09 20:44:07+00:00
-  closed_at: 2021-05-17 21:07:45+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/24
-  joss:
-  partners:
-  gh_meta:
-      name: phenopype
-      description: A phenotyping pipeline for Python
-      created_at: '2022-01-04'
-      stargazers_count: 13
-      watchers_count: 1
-      open_issues_count: 1
-      forks_count: 4
-      documentation: https://www.phenopype.org
-      contrib_count: 1
-      last_commit: '2025-02-03'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: pyrolite
-  package_description: A set of tools for getting the most from your
-      geochemical data.
-  submitting_author:
-      name: Morgan Williams
-      github_username: morganjwilliams
-  all_current_maintainers:
-    - name: Morgan Williams
-      github_username: morganjwilliams
-  repository_link: https://github.com/morganjwilliams/pyrolite
-  repository_host: github
-  version_submitted: '[0.2.5](https://github.com/morganjwilliams/pyrolite/releases/tag/0.2.5)'
-  categories:
-    - data-munging
-    - reproducibility
-    - education
-    - data-visualization*
-  editor:
-      name: Leah Wasser
-      github_username: lwasser
-  eic:
-  reviewers:
-    - name: Romain Beucher
-      github_username: rbeucher
-    - name: Charles Le Losq
-      github_username: charlesll
-  archive: https://zenodo.org/record/3877690
-  version_accepted: v
-      [0.2.7](https://github.com/morganjwilliams/pyrolite/releases/tag/0.2.7)
-  date_accepted: '2020-06-04'
-  created_at: 2020-02-19 04:54:35+00:00
-  updated_at: 2023-09-10 20:51:18+00:00
-  closed_at: 2020-06-09 13:13:43+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/20
-  joss: https://joss.theoj.org/papers/10.21105/joss.02314
-  partners:
-  gh_meta:
-      name: pyrolite
-      description: A set of tools for getting the most from your geochemical
-          data.
-      created_at: '2018-06-13'
-      stargazers_count: 164
-      watchers_count: 5
-      open_issues_count: 10
-      forks_count: 50
-      documentation: https://pyrolite.readthedocs.io
-      contrib_count: 15
-      last_commit: '2026-04-17'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-  active: true
-- package_name: MovingPandas
-  package_description: Trajectory classes and functions built on top of
-      GeoPandas
-  submitting_author:
-      name: Anita Graser
-      github_username: anitagraser
-  all_current_maintainers:
-    - name: Anita Graser
-      github_username: anitagraser
-  repository_link: https://github.com/movingpandas/movingpandas
-  repository_host: github
-  version_submitted: '0.2'
-  categories:
-    - geospatial
-    - data-visualization*
-  editor:
-      name: Jenny Palomino
-      github_username: jlpalomino
-  eic:
-  reviewers:
-    - name: Ivan Ogasawara
-      github_username: xmnlab
-    - name: Martin Fleischmann
-      github_username: martinfleis
-  archive: https://zenodo.org/record/3710951
-  version_accepted: v
-      [0.3.rc1](https://github.com/movingpandas/movingpandas/releases/tag/v0.3.rc1)
-  date_accepted: '2020-03-19'
-  created_at: 2020-01-06 17:13:27+00:00
-  updated_at: 2023-09-10 20:38:04+00:00
-  closed_at: 2020-04-08 17:14:16+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/18
-  joss:
-  partners:
-  gh_meta:
-      name: movingpandas
-      description: MovingPandas - a Python library for movement data
-          exploration and analysis
-      created_at: '2018-12-16'
-      stargazers_count: 1397
-      watchers_count: 38
-      open_issues_count: 32
-      forks_count: 205
-      documentation: https://movingpandas.org
-      contrib_count: 40
-      last_commit: '2026-04-05'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: pandera
-  package_description: validate the types, properties, and statistics of
-      pandas data structures
-  submitting_author:
-      name: Niels Bantilan
-      github_username: cosmicbboy
-  all_current_maintainers:
-    - name: Niels Bantilan
-      github_username: cosmicbboy
-  repository_link: https://github.com/unionai-oss/pandera
-  repository_host: github
-  version_submitted: 0.1.5
-  categories:
-    - data-munging
-    - reproducibility
-  editor:
-      name: Leah Wasser
-      github_username: lwasser
-  eic:
-  reviewers:
-    - name: Max Joseph
-      github_username: mbjoseph
-    - name: Ivan Ogasawara
-      github_username: xmnlab
-  archive: https://github.com/pandera-dev/pandera/releases/tag/v0.2.3
-  version_accepted: v0.2.3
-  date_accepted: '2019-10-10'
-  created_at: 2019-08-14 22:21:25+00:00
-  updated_at: 2023-08-29 02:14:08+00:00
-  closed_at: 2021-12-16 21:55:55+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/12
-  joss:
-  partners:
-  gh_meta:
-      name: pandera
-      description: A light-weight, flexible, and expressive statistical data
-          testing library
-      created_at: '2018-11-01'
-      stargazers_count: 4378
-      watchers_count: 21
-      open_issues_count: 412
-      forks_count: 404
-      documentation: https://www.union.ai/pandera
-      contrib_count: 188
-      last_commit: '2026-06-14'
-  labels:
-    - 6/pyOS-approved
-  active: true
-- package_name: Nbless
-  package_description: Construct, deconstruct, convert, execute, & prepare
-      slides from Jupyter notebooks
-  submitting_author:
-      name: Martin Skarzynski
-      github_username: marskar
-  all_current_maintainers:
-    - name: Martin Skarzynski
-      github_username: marskar
-  repository_link: https://github.com/py4ds/nbless
-  repository_host: github
-  version_submitted: 0.2.26
-  categories:
-    - reproducibility
-    - education
-  editor:
-      name: Leah Wasser
-      github_username: lwasser
-  eic:
-  reviewers:
-    - name: Filipe
-      github_username: ocefpaf
-    - name: Kylen Solvik
-      github_username: kysolvik
-  archive:
-  version_accepted: TBD
-  date_accepted: '2019-06-17'
-  created_at: 2019-05-30 18:27:38+00:00
-  updated_at: 2025-01-13 17:42:30+00:00
-  closed_at: 2019-08-06 15:45:11+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/7
-  joss:
-  partners:
-  gh_meta:
-      name: nbless
-      description: Construct, deconstruct, convert, execute, and prepare
-          slides from Jupyter notebooks
-      created_at: '2018-09-05'
-      stargazers_count: 34
-      watchers_count: 0
-      open_issues_count: 0
-      forks_count: 6
-      documentation: https://py4ds.github.io/nbless/
-      contrib_count: 4
-      last_commit: '2019-07-25'
-  labels:
-    - 6/pyOS-approved
-    - archived
-  active: false
-- package_name: earthpy
-  package_description: A package built to support working with spatial data
-      using open source python
-  submitting_author:
-      name: Leah Wasser
-      github_username: lwasser
-  all_current_maintainers:
-    - name: Leah Wasser
-      github_username: lwasser
-    - name: Nathan Korinek
-      github_username: nkorinek
-    - name: Max Joseph
-      github_username: mbjoseph
-    - name: Joe McGlinchy
-      github_username: joemcglinchy
-    - name: Jenny Palomino
-      github_username: jlpalomino
-  repository_link: https://github.com/earthlab/earthpy
-  repository_host: github
-  version_submitted: '[0.7](https://github.com/earthlab/earthpy/releases/tag/v0.7.0)'
-  categories:
-    - geospatial
-  editor:
-      name: Luiz Irber
-      github_username: luizirber
-  eic:
-  reviewers:
-    - name: Rohit Goswami
-      github_username: HaoZeke
-    - name: Sean Gillies
-      github_username: sgillies
-  archive: https://zenodo.org/record/3520899
-  version_accepted: v
-      [0.7.5](https://github.com/earthlab/earthpy/releases/tag/v0.7.5)
-  date_accepted: '2019-11-06'
-  created_at: 2019-05-08 15:02:14+00:00
-  updated_at: 2025-02-15 03:57:27+00:00
-  closed_at: 2019-11-13 22:59:32+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/3
-  joss: https://joss.theoj.org/papers/10.21105/joss.01886
-  partners:
-  gh_meta:
-      name: earthpy
-      description: A package built to support working with spatial data using
-          open source python
-      created_at: '2018-02-20'
-      stargazers_count: 536
-      watchers_count: 16
-      open_issues_count: 29
-      forks_count: 158
-      documentation: https://earthpy.readthedocs.io
-      contrib_count: 29
-      last_commit: '2025-07-31'
-  labels:
-    - 6/pyOS-approved
-    - 9/joss-approved
-    - archived
-  active: false
diff --git a/content/about-peer-review.md b/content/about-peer-review.md
index 6e0fe8ee..0badaad2 100644
--- a/content/about-peer-review.md
+++ b/content/about-peer-review.md
@@ -1,112 +1,93 @@
 ---
-title: "pyOpenSci makes Python software better and easier to find through peer review"
+title: "Peer review makes research software better. Join us."
 layout: splash
 url: /about-peer-review/
+metrics_set: peer-review
 description: >-
-  Our open peer review process makes scientific software better and easier to
-  discover.
+  Open, community-led review that sets the standard for scientific Python software.
 hero:
   buttons:
-    - label: "Check out our accepted packages"
-      url: "/python-packages/"
+    - label: "Volunteer"
+      url: "/volunteer/"
+    - label: "Submit a package"
+      url: "/how-to-submit-a-package-to-pyopensci/"
+how_it_works:
+  theme: light
+  eyebrow: "How it works"
+  title: "Open, transparent, and community-led"
+  subtitle: >-
+    Every review is run as a public GitHub issue — anyone can read along,
+    learn, and see the process in action.
+  steps:
+    - label: "Step 1"
+      title: "Author submits"
+      text: >-
+        Package authors open a submission issue in our GitHub repo.
+    - label: "Step 2"
+      title: "Editor assigns reviewers"
+      text: >-
+        An editor finds two reviewers with relevant domain and Python expertise.
+    - label: "Step 3"
+      title: "Review & acceptance"
+      text: >-
+        Reviewers give structured feedback. Authors iterate. Editor makes
+        the call.
+  cta:
+    icon: "fa-brands fa-github"
+    title: "See a review in progress"
+    text: "All reviews are public on GitHub making the entire process transparent and open to everyone."
+    url: "https://github.com/pyOpenSci/software-submission/issues"
+get_involved:
+  theme: light
+  eyebrow: "Get involved"
+  title: "Support research software and our open peer review process"
+  subtitle: >-
+    Our review process runs entirely on community volunteers. Whether you're
+    an experienced developer or a domain scientist, there's a role for you.
+  cards:
+    - modifier: "card--reviewer"
+      icon: "fa-solid fa-user-check"
+      title: "Become a reviewer"
+      excerpt: >-
+        Review 1–2 packages per year. No prior review experience needed —
+        we'll walk you through it.
+      url: "https://forms.gle/GHfxvmS47nQFDcBM6"
+      cta: "Sign up to review"
+      button_variant: "dark-purple"
+    - modifier: "card--highlight"
+      icon: "fa-solid fa-people-group"
+      title: "Become an editor"
+      excerpt: >-
+        Editors manage the review process end-to-end and help shape
+        pyOpenSci's standards.
+      url: "https://www.pyopensci.org/software-peer-review/how-to/editor-guide.html"
+      cta: "Learn about the role"
+      button_variant: "outline"
+      target: "_blank"
 ---
 
-{{< section_band color="light-purple" divider="bottom" >}}
-
-{{< feature-row layout="left"
-    title="How Python software peer review works"
-    image="/images/landing-pages/peer-review-people.png"
-    alt="A pencil sketch of people from different backgrounds working together at a round table."
-    buttonUrl="https://www.pyopensci.org/software-peer-review/our-process/review-timeline.html"
-    buttonLabel="Learn about the peer review timeline and roles"
-    buttonTarget="_blank" >}}
-Software peer review, similar to the review of scientific papers, is a process
-where scientists vet software code, documentation, and infrastructure. pyOpenSci
-leads an [open peer review process](https://www.pyopensci.org/software-peer-review/our-process/how-review-works.html)
-run by a community of dedicated volunteers. Reviews are supportive and fully
-transparent with the shared goal of improving the quality, usability, and
-maintainability of the software that is driving open science.
-
-* Diverse teams lead each review, enhancing the overall feedback quality.
-{{< /feature-row >}}
-
-{{< feature-row layout="left"
-    title="Get a fast-track JOSS publication"
-    image="/images/landing-pages/pyopensci-joss-partners.png"
-    alt="Diagram showing pyOpenSci and JOSS partnership."
-    buttonUrl="https://www.pyopensci.org/software-peer-review/partners/joss.html"
-    buttonLabel="Learn more about our JOSS partnership"
-    buttonTarget="_blank" >}}
-Our partnership with JOSS means that you don't have to choose between pyOpenSci
-and JOSS. Simply submit your package to pyOpenSci for review. If your package
-is accepted and in scope for JOSS, it will be fast-tracked through JOSS'
-review process.
+{{< feature-row layout="right"
+    title="About peer review"
+    image="/images/people/pycon-us-2026-sprints-attendee.png"
+    alt="A pyOpenSci community member smiling while working on a sticker-covered laptop during PyCon US sprints."
+    buttonUrl="/how-to-submit-a-package-to-pyopensci/"
+    buttonLabel="Learn how to submit a package for review" >}}
+pyOpenSci runs an open, community-led peer review process for scientific Python packages. Volunteer editors and reviewers ensure software is well-documented, tested, and maintained — making it easier for scientists everywhere to trust and use.
 {{< /feature-row >}}
 
-{{< section-heading title="Get involved with software peer review" />}}
-
-{{< two-card-row >}}
-{{< card title="Become a pyOpenSci reviewer" icon="fa-solid fa-user-pen" >}}
-We could use your help! Fill out our reviewer form. We will contact you if we
-have a package that we need reviewers for. It's OK if you've never reviewed a
-package before! We'll walk you through it.
-
-{{< button href="https://forms.gle/GHfxvmS47nQFDcBM6" variant="green" target="_blank" >}}
-Sign up now (Google Form)
-{{< /button >}}
-{{< /card >}}
-
-{{< card title="See our review process in action" icon="fa-brands fa-github" >}}
-Our software review process is run using GitHub issues. This means that anyone
-can check in on any part of any review and read all of the conversation. Check
-it out.
+{{< metrics-bar >}}
 
-{{< button href="https://github.com/pyOpenSci/software-submission" variant="green" target="_blank" >}}
-See open reviews
-{{< /button >}}
-{{< /card >}}
-{{< /two-card-row >}}
+{{< how-it-works >}}
 
-{{< single-card-wide title="Ready to submit a package for review?" icon="fa-solid fa-rocket" >}}
-To submit a package to us, you need to
-<a href="https://github.com/pyOpenSci/software-submission/issues/new/choose">open an issue in our peer review GitHub repository</a>.
-Learn about the steps to submit a package for open peer review in our guidebook.
+{{< get-involved >}}
 
-{{< button href="https://www.pyopensci.org/software-peer-review/how-to/author-guide.html" variant="dark-purple" target="_blank" >}}
-View our Author Guide
-{{< /button >}}
-{{< /single-card-wide >}}
+{{< section_band color="light-purple" divider="bottom" >}}
 
 {{< /section_band >}}
 
-<div class="container">
 
-{{< feature-row layout="right"
-    title="Scientists need trusted and vetted software"
-    image="/images/landing-pages/trusted-python-software.png"
-    alt="Illustration of scientists collaborating around trusted Python tools."
-    buttonUrl="/partners/"
-    buttonLabel="Learn more about scientific Python community partnerships" >}}
-Through our partnerships with domain-specific communities, our catalog of
-trusted tools for scientists across domains continues to grow.
-{{< /feature-row >}}
-
-{{< feature-row layout="right"
-    title="Peer review benefits open source maintainers"
-    image="/images/landing-pages/peer-review-supports-maintainers.png"
-    alt="Illustration of maintainers supported through peer review."
-    buttonUrl="https://www.pyopensci.org/software-peer-review/about/benefits.html"
-    buttonLabel="Learn more about the benefits of peer review"
-    buttonTarget="_blank" >}}
-The pyOpenSci peer review process multiplies shared knowledge, making it easier
-for Pythonistas of all levels to accomplish challenging tasks, such as navigating
-the Python packaging ecosystem, with relative ease. And our diverse community
-supports scientific package maintainers in their efforts to develop and build
-robust software.
-{{< /feature-row >}}
-
-</div>
-
-{{< editorial-board >}}
+{{< editorial-board section="active" >}}
 
 {{< recent-packages limit="3" >}}
+
+{{< editorial-board section="emeritus" >}}
diff --git a/data/editorial-board.yml b/data/editorial-board.yml
new file mode 100644
index 00000000..7c85d273
--- /dev/null
+++ b/data/editorial-board.yml
@@ -0,0 +1,65 @@
+coatless:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+crhea93:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+ctb:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+eliotwrobson:
+  peer_review_lead: true
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+hamogu:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+haozeke:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+jonas-eschle:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+julimillan:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+kysolvik:
+  peer_review_lead: false
+  eic_team: true
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+rcaneill:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+slobentanzer:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+tkoyama010:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+yeelauren:
+  peer_review_lead: false
+  eic_team: false
+  emeritus_peer_review_lead: false
+  emeritus_eic: true
diff --git a/data/emeritus-editors.yml b/data/emeritus-editors.yml
new file mode 100644
index 00000000..306d4305
--- /dev/null
+++ b/data/emeritus-editors.yml
@@ -0,0 +1,36 @@
+ab93:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+banesullivan:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+cmarmo:
+  emeritus_peer_review_lead: false
+  emeritus_eic: true
+isabelizimm:
+  emeritus_peer_review_lead: false
+  emeritus_eic: true
+lwasser:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+mjhajharia:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+nickledave:
+  emeritus_peer_review_lead: false
+  emeritus_eic: true
+nimasarajpoor:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+simonmolinsky:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+sneakers-the-rat:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+tomalrussell:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
+xmnlab:
+  emeritus_peer_review_lead: false
+  emeritus_eic: false
diff --git a/hugo.toml b/hugo.toml
index 0aeea11e..a4effeae 100644
--- a/hugo.toml
+++ b/hugo.toml
@@ -106,6 +106,7 @@ buildFuture = true
     featureCard = '#EBC1D3'
     'heroBg' = '#33205C'
     brandPurple = '#33205C'
+    deepPurple = '#19112D'
     brandPurpleDark = '#542668'
     brandPurpleMedium = '#735FAB'
     brandSoftPurple = '#BAB3D4'
diff --git a/static/images/people/pycon-us-2026-sprints-attendee.png b/static/images/people/pycon-us-2026-sprints-attendee.png
new file mode 100644
index 00000000..e5e4dc94
Binary files /dev/null and b/static/images/people/pycon-us-2026-sprints-attendee.png differ
diff --git a/themes/clean-hugo/assets/css/_blog.scss b/themes/clean-hugo/assets/css/_blog.scss
index 5f5c8c79..4586a306 100644
--- a/themes/clean-hugo/assets/css/_blog.scss
+++ b/themes/clean-hugo/assets/css/_blog.scss
@@ -299,7 +299,7 @@
 .blog-highlight {
   width: 100%;
   padding: $spacing-section-lg 0 6rem;
-  background-color: var(--color-gray-900);
+  background-color: var(--color-deep-purple);
 
   .container {
     @include container($container-max-width, 1.5rem, 2rem);
@@ -342,6 +342,12 @@
   &__actions {
     margin-top: 2.5rem;
   }
+
+  /* Cards still use listing-card--on-dark; match section band until card tokens land */
+  .listing-card--on-dark {
+    background-color: var(--color-deep-purple);
+    border-color: color-mix(in srgb, var(--color-white) 18%, transparent);
+  }
 }
 
 /* Blog archives section — soft purple band (matches main site) */
diff --git a/themes/clean-hugo/assets/css/_cards.scss b/themes/clean-hugo/assets/css/_cards.scss
index 97b83fa9..b3f7db92 100644
--- a/themes/clean-hugo/assets/css/_cards.scss
+++ b/themes/clean-hugo/assets/css/_cards.scss
@@ -395,6 +395,10 @@
     &.btn {
       padding: 0.625rem 1.25rem;
       font-size: 1rem;
+    }
+
+    /* Default card CTA is outline — white fill reads on tinted card backgrounds */
+    &.btn--outline {
       background-color: var(--color-white);
     }
   }
diff --git a/themes/clean-hugo/assets/css/_content.scss b/themes/clean-hugo/assets/css/_content.scss
index 3580fad6..bd78d3aa 100644
--- a/themes/clean-hugo/assets/css/_content.scss
+++ b/themes/clean-hugo/assets/css/_content.scss
@@ -162,6 +162,8 @@
 .content-main > .section-band,
 .content-main > .section-band__divider-wrap,
 .content-main > .impact-destinations,
+.content-main > .how-it-works,
+.content-main > .get-involved,
 .splash-page__content > .metrics-bar,
 .splash-page__content > .blog-highlight,
 .splash-page__content > .single-card-wide,
@@ -171,7 +173,9 @@
 .splash-page__content > .impact-cards,
 .splash-page__content > .section-band,
 .splash-page__content > .section-band__divider-wrap,
-.splash-page__content > .impact-destinations {
+.splash-page__content > .impact-destinations,
+.splash-page__content > .how-it-works,
+.splash-page__content > .get-involved {
   width: 100vw;
   position: relative;
   left: 50%;
diff --git a/themes/clean-hugo/assets/css/_get-involved.scss b/themes/clean-hugo/assets/css/_get-involved.scss
new file mode 100644
index 00000000..da7e1dd9
--- /dev/null
+++ b/themes/clean-hugo/assets/css/_get-involved.scss
@@ -0,0 +1,84 @@
+/* Get involved — header + two-column impact cards */
+
+.get-involved {
+  width: 100%;
+  padding: $fluid-space-2xl $fluid-container-padding;
+  background-color: var(--color-white);
+  color: var(--color-gray-900);
+  box-sizing: border-box;
+
+  &__container {
+    max-width: $container-max-width;
+    margin-inline: auto;
+  }
+
+  &__header {
+    max-width: 42rem;
+    margin-bottom: $fluid-space-lg;
+
+    .get-involved__eyebrow {
+      margin: 0 0 0.5rem;
+      font-family: $font-family-heading;
+      font-size: 0.75rem;
+      font-weight: 700;
+      letter-spacing: 0.12em;
+      text-transform: uppercase;
+      color: var(--color-brand-medium-purple);
+    }
+
+    .get-involved__subtitle {
+      margin: 0;
+      font-size: 1.0625rem;
+      line-height: 1.6;
+      color: var(--color-gray-700);
+
+      p:last-child {
+        margin-bottom: 0;
+      }
+    }
+  }
+
+  h2.get-involved__title {
+    margin: 0 0 0.75rem;
+    font-size: clamp(1.75rem, 4vw, 2.5rem);
+    font-weight: 700;
+    line-height: 1.2;
+    color: var(--color-brand-purple);
+  }
+
+  &__cards.impact-cards {
+    padding: 0;
+
+    .impact-cards__container {
+      max-width: 100%;
+      padding-inline: 0;
+    }
+  }
+
+  .impact-cards .card.card--reviewer {
+    background-color: var(--color-light-purple);
+  }
+
+  .impact-cards .card .card__icon {
+    display: block;
+    margin-bottom: 1rem;
+    color: var(--color-brand-purple);
+  }
+
+  .impact-cards .card .card__header h3 {
+    display: block;
+  }
+
+  &--dark {
+    background-color: var(--color-deep-purple);
+    color: var(--color-white);
+
+    h2.get-involved__title {
+      color: var(--color-white);
+    }
+
+    .get-involved__subtitle {
+      color: color-mix(in srgb, var(--color-white) 92%, transparent);
+    }
+  }
+}
diff --git a/themes/clean-hugo/assets/css/_how-it-works.scss b/themes/clean-hugo/assets/css/_how-it-works.scss
new file mode 100644
index 00000000..26a418db
--- /dev/null
+++ b/themes/clean-hugo/assets/css/_how-it-works.scss
@@ -0,0 +1,241 @@
+/* Dark band — step cards + wide CTA (peer review landing, etc.) */
+
+.how-it-works {
+  width: 100%;
+  padding: $fluid-space-2xl $fluid-container-padding;
+  background-color: var(--color-deep-purple);
+  color: var(--color-white);
+  box-sizing: border-box;
+
+  &__container {
+    max-width: $container-max-width;
+    margin-inline: auto;
+  }
+
+  &__header {
+    max-width: 62rem;
+    margin-bottom: $fluid-space-lg;
+
+    /* Beat .splash-page__content p { color: gray-700 } */
+    .how-it-works__eyebrow {
+      margin: 0 0 0.5rem;
+      font-family: $font-family-heading;
+      font-size: 0.75rem;
+      font-weight: 700;
+      letter-spacing: 0.12em;
+      text-transform: uppercase;
+      color: var(--color-brand-medium-purple);
+    }
+
+    .how-it-works__subtitle {
+      margin: 0;
+      font-size: 1.0625rem;
+      line-height: 1.6;
+      color: color-mix(in srgb, var(--color-white) 92%, transparent);
+
+      p:last-child {
+        margin-bottom: 0;
+      }
+    }
+  }
+
+  /* Beat global h1/h2 { color: brand-purple } on splash pages */
+  h2.how-it-works__title {
+    margin: 0 0 0.75rem;
+    font-size: clamp(1.75rem, 4vw, 2.5rem);
+    font-weight: 700;
+    line-height: 1.2;
+    color: var(--color-white);
+  }
+
+  &__steps {
+    display: grid;
+    gap: 1rem;
+    grid-template-columns: 1fr;
+    margin-bottom: 1rem;
+
+    @media (min-width: $breakpoint-lg) {
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+    }
+  }
+
+  &__step {
+    padding: 1.25rem 1.5rem;
+    border-radius: $radius-lg;
+    border: 1px solid color-mix(
+      in srgb,
+      var(--color-brand-medium-purple) 35%,
+      transparent
+    );
+    background-color: var(--color-surface-footer-purple);
+
+    .how-it-works__step-label {
+      margin: 0 0 0.75rem;
+      font-family: $font-family-heading;
+      font-size: 0.75rem;
+      font-weight: 700;
+      letter-spacing: 0.08em;
+      text-transform: uppercase;
+      color: var(--color-brand-medium-purple);
+    }
+
+    .how-it-works__step-text {
+      margin: 0;
+      font-size: 0.9375rem;
+      line-height: 1.55;
+      color: color-mix(in srgb, var(--color-white) 88%, transparent);
+    }
+  }
+
+  h3.how-it-works__step-title {
+    margin: 0 0 0.5rem;
+    font-family: $font-family-heading;
+    font-size: 1.125rem;
+    font-weight: 700;
+    line-height: 1.3;
+    color: var(--color-white);
+  }
+
+  &__cta {
+    display: flex;
+    align-items: center;
+    gap: 1rem;
+    width: 100%;
+    padding: 1.25rem 1.5rem;
+    border-radius: $radius-lg;
+    border: 1px solid color-mix(
+      in srgb,
+      var(--color-brand-medium-purple) 35%,
+      transparent
+    );
+    background-color: var(--color-surface-footer-purple);
+    color: var(--color-white);
+    text-decoration: none;
+    transition: border-color $transition-base ease,
+      transform $transition-base ease;
+
+    &:hover,
+    &:focus-visible {
+      border-color: color-mix(
+        in srgb,
+        var(--color-brand-medium-purple) 65%,
+        transparent
+      );
+      transform: translateY(-2px);
+    }
+
+    &:focus-visible {
+      outline: 2px solid var(--color-brand-medium-purple);
+      outline-offset: 2px;
+    }
+  }
+
+  &__cta-icon {
+    flex-shrink: 0;
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    width: 2.5rem;
+    height: 2.5rem;
+    font-size: 1.35rem;
+    color: var(--color-white);
+  }
+
+  &__cta-body {
+    flex: 1;
+    min-width: 0;
+    display: flex;
+    flex-direction: column;
+    gap: 0.2rem;
+  }
+
+  &__cta-title {
+    font-family: $font-family-heading;
+    font-size: 1.0625rem;
+    font-weight: 700;
+    line-height: 1.3;
+    color: var(--color-white);
+  }
+
+  &__cta-text {
+    font-size: 0.9375rem;
+    line-height: 1.45;
+    color: color-mix(in srgb, var(--color-white) 82%, transparent);
+  }
+
+  &__cta-arrow {
+    flex-shrink: 0;
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    font-size: 1rem;
+    color: color-mix(in srgb, var(--color-white) 75%, transparent);
+    transition: color $transition-base ease,
+      transform $transition-base ease;
+  }
+
+  &__cta:hover &__cta-arrow,
+  &__cta:focus-visible &__cta-arrow {
+    color: var(--color-white);
+    transform: translateX(3px);
+  }
+
+  /* Light band — white page background, dark text */
+  &--light {
+    background-color: var(--color-white);
+    color: var(--color-gray-900);
+
+    h2.how-it-works__title {
+      color: var(--color-brand-purple);
+    }
+
+    .how-it-works__subtitle {
+      color: var(--color-gray-700);
+    }
+
+    .how-it-works__step {
+      background-color: var(--color-gray-50);
+      border-color: var(--color-gray-200);
+
+      .how-it-works__step-text {
+        color: var(--color-gray-700);
+      }
+    }
+
+    h3.how-it-works__step-title {
+      color: var(--color-gray-900);
+    }
+
+    .how-it-works__cta {
+      background-color: var(--color-gray-50);
+      border-color: var(--color-gray-200);
+      color: var(--color-gray-900);
+
+      &:hover,
+      &:focus-visible {
+        border-color: var(--color-brand-medium-purple);
+      }
+    }
+
+    .how-it-works__cta-icon {
+      color: var(--color-brand-purple);
+    }
+
+    .how-it-works__cta-title {
+      color: var(--color-gray-900);
+    }
+
+    .how-it-works__cta-text {
+      color: var(--color-gray-700);
+    }
+
+    .how-it-works__cta-arrow {
+      color: var(--color-gray-500);
+    }
+
+    .how-it-works__cta:hover .how-it-works__cta-arrow,
+    .how-it-works__cta:focus-visible .how-it-works__cta-arrow {
+      color: var(--color-brand-purple);
+    }
+  }
+}
diff --git a/themes/clean-hugo/assets/css/_impact-destinations.scss b/themes/clean-hugo/assets/css/_impact-destinations.scss
index c81c1ddf..d9f4a56d 100644
--- a/themes/clean-hugo/assets/css/_impact-destinations.scss
+++ b/themes/clean-hugo/assets/css/_impact-destinations.scss
@@ -3,7 +3,7 @@
 .impact-destinations {
   width: 100%;
   padding: $fluid-space-2xl $fluid-container-padding;
-  background-color: var(--color-surface-dark-purple-card);
+  background-color: var(--color-deep-purple);
   color: var(--color-white);
   box-sizing: border-box;
 
@@ -24,7 +24,7 @@
       font-weight: 700;
       letter-spacing: 0.12em;
       text-transform: uppercase;
-      color: var(--color-admonition-success);
+      color: var(--color-link-on-dark);
     }
 
     .impact-destinations__subtitle {
@@ -117,7 +117,7 @@
     width: 2.5rem;
     height: 2.5rem;
     font-size: 1.25rem;
-    color: var(--color-admonition-success);
+    color: var(--color-link-on-dark);
   }
 
   &__body {
diff --git a/themes/clean-hugo/assets/css/_people.scss b/themes/clean-hugo/assets/css/_people.scss
index 725a051b..000f6a12 100644
--- a/themes/clean-hugo/assets/css/_people.scss
+++ b/themes/clean-hugo/assets/css/_people.scss
@@ -262,3 +262,41 @@
       }
     }
   }
+
+  .emeritus-editor-pills {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 0.625rem 0.75rem;
+    list-style: none;
+    margin: 0;
+    padding: 0;
+
+    &__pill,
+    a:not(.btn) {
+      display: inline-block;
+      padding: 0.4375rem 1rem;
+      font-family: $font-family-body;
+      font-size: 0.9375rem;
+      font-weight: 500;
+      line-height: 1.4;
+      color: rgba(255, 255, 255, 0.9);
+      background-color: var(--color-surface-footer-purple);
+      border-radius: $radius-full;
+      text-decoration: none;
+      transition: background-color $transition-base ease,
+        color $transition-base ease,
+        transform $transition-base ease;
+
+      &:hover,
+      &:focus-visible {
+        color: var(--color-white);
+        background-color: var(--color-brand-purple);
+        transform: translateY(-1px);
+      }
+
+      &:focus-visible {
+        outline: 2px solid var(--color-brand-medium-purple);
+        outline-offset: 2px;
+      }
+    }
+  }
diff --git a/themes/clean-hugo/assets/css/_shortcodes.scss b/themes/clean-hugo/assets/css/_shortcodes.scss
index aaebfe9d..f1e0ae17 100644
--- a/themes/clean-hugo/assets/css/_shortcodes.scss
+++ b/themes/clean-hugo/assets/css/_shortcodes.scss
@@ -40,12 +40,14 @@
     }
   }
 
-  /* Metrics + dark band flush above site footer */
-  .splash-page__content > .metrics-bar + .impact-destinations {
+  /* Metrics + dark band flush (impact destinations, how it works) */
+  .splash-page__content > .metrics-bar + .impact-destinations,
+  .splash-page__content > .metrics-bar + .how-it-works {
     margin-top: 0;
   }
 
-  .splash-page__content > .metrics-bar:has(+ .impact-destinations) {
+  .splash-page__content > .metrics-bar:has(+ .impact-destinations),
+  .splash-page__content > .metrics-bar:has(+ .how-it-works) {
     margin-bottom: 0;
   }
 
diff --git a/themes/clean-hugo/assets/css/main.scss b/themes/clean-hugo/assets/css/main.scss
index f88e6a38..5dfc658b 100644
--- a/themes/clean-hugo/assets/css/main.scss
+++ b/themes/clean-hugo/assets/css/main.scss
@@ -295,6 +295,8 @@ xl: 1280px
 @import 'feature-row';
 @import 'intro-section';
 @import 'impact-destinations';
+@import 'how-it-works';
+@import 'get-involved';
 @import 'training-feature';
 @import 'home-bands';
 @import 'section-band';
diff --git a/themes/clean-hugo/layouts/_default/baseof.html b/themes/clean-hugo/layouts/_default/baseof.html
index f2fa8b9d..88c9614a 100644
--- a/themes/clean-hugo/layouts/_default/baseof.html
+++ b/themes/clean-hugo/layouts/_default/baseof.html
@@ -50,6 +50,7 @@
       {{ with $colors.neutral }}--color-neutral: {{ . }};{{ end }}
       {{ with $colors.heroBg }}--color-hero-bg: {{ . }};{{ end }}
       {{ with $colors.brandPurple }}--color-brand-purple: {{ . }};{{ end }}
+      {{ with $colors.deepPurple }}--color-deep-purple: {{ . }};{{ end }}
       {{ with $colors.brandPurpleDark }}--color-brand-purple-dark: {{ . }};{{ end }}
       {{ with $colors.brandPurpleMedium }}--color-brand-medium-purple: {{ . }};{{ end }}
       {{ with $colors.brandSoftPurple }}--color-soft-purple: {{ . }};{{ end }}
diff --git a/themes/clean-hugo/layouts/partials/calculate-peer-review-stats.html b/themes/clean-hugo/layouts/partials/calculate-peer-review-stats.html
new file mode 100644
index 00000000..7ad3c8a1
--- /dev/null
+++ b/themes/clean-hugo/layouts/partials/calculate-peer-review-stats.html
@@ -0,0 +1,34 @@
+{{/*
+  Peer review metrics from site data.
+
+  Returns a dict with:
+    packages_accepted, packages_active, packages_joss, maintainers,
+    editors, reviewers
+
+  reviewers = all-time count from contributors.yml (packages_reviewed
+  or contributor_type includes "reviewer").
+
+  Usage: {{ $stats := partial "calculate-peer-review-stats.html" . }}
+*/}}
+{{ $pkgStats := partial "calculate-package-stats.html" . }}
+
+{{ $board := index .Site.Data "editorial-board" | default dict }}
+{{ $editorCount := len $board }}
+
+{{ $reviewerCount := 0 }}
+{{ range .Site.Data.contributors | default slice }}
+  {{ $hasReviewed := gt (len (.packages_reviewed | default slice)) 0 }}
+  {{ $isReviewer := in (.contributor_type | default slice) "reviewer" }}
+  {{ if or $hasReviewed $isReviewer }}
+    {{ $reviewerCount = add $reviewerCount 1 }}
+  {{ end }}
+{{ end }}
+
+{{ return (dict
+    "packages_accepted" $pkgStats.total
+    "packages_active" $pkgStats.active
+    "packages_joss" $pkgStats.joss
+    "maintainers" $pkgStats.maintainers
+    "editors" $editorCount
+    "reviewers" $reviewerCount
+) }}
diff --git a/themes/clean-hugo/layouts/partials/cards.html b/themes/clean-hugo/layouts/partials/cards.html
index 3be275f6..2f1fa5f3 100644
--- a/themes/clean-hugo/layouts/partials/cards.html
+++ b/themes/clean-hugo/layouts/partials/cards.html
@@ -76,7 +76,15 @@ <h3>{{ if and $icon (in (printf "%s" $icon) "fa-") }}
   </div>
 
   {{ with .url }}
-    <a class="btn btn--outline btn--icon card__cta" href="{{ . }}">{{ $.cta | default "Learn more" }}<i class="fa-solid fa-arrow-right" aria-hidden="true"></i></a>
+    {{ $btnVariant := $.button_variant | default "outline" }}
+    {{ $target := $.target | default "" }}
+    {{ if and (eq $target "") (hasPrefix . "http") }}
+      {{ $target = "_blank" }}
+    {{ end }}
+    <a class="btn btn--{{ $btnVariant }} btn--icon card__cta"
+       href="{{ . }}"
+       {{ with $target }}target="{{ . }}"{{ end }}
+       {{ if eq $target "_blank" }}rel="noopener noreferrer"{{ end }}>{{ $.cta | default "Learn more" }}<i class="fa-solid fa-arrow-right" aria-hidden="true"></i></a>
   {{ end }}
 </article>
 {{ end }}
diff --git a/themes/clean-hugo/layouts/partials/get-involved.html b/themes/clean-hugo/layouts/partials/get-involved.html
new file mode 100644
index 00000000..30cc061a
--- /dev/null
+++ b/themes/clean-hugo/layouts/partials/get-involved.html
@@ -0,0 +1,48 @@
+{{/*
+  Get involved — eyebrow, title, two role cards (impact card grid).
+  Reads get_involved from page front matter (or {section}_get_involved).
+*/}}
+{{ $page := . }}
+{{ $section := "" }}
+{{ if and (reflect.IsMap .) (isset . "page") }}
+  {{ $page = .page }}
+  {{ $section = .section | default "" }}
+{{ end }}
+
+{{ $dataKey := "get_involved" }}
+{{ if ne $section "" }}
+  {{ $dataKey = printf "%s_get_involved" $section }}
+{{ end }}
+
+{{ $data := index $page.Params $dataKey }}
+{{ $theme := .theme | default ($data.theme | default "light") }}
+{{ if $data }}
+<section class="get-involved{{ if eq $theme "dark" }} get-involved--dark{{ end }}"
+         aria-labelledby="get-involved-title">
+  <div class="get-involved__container">
+    <header class="get-involved__header">
+      {{ with $data.eyebrow }}
+      <p class="get-involved__eyebrow">{{ . }}</p>
+      {{ end }}
+      {{ with $data.title }}
+      <h2 id="get-involved-title" class="get-involved__title">{{ . }}</h2>
+      {{ end }}
+      {{ with $data.subtitle }}
+      <p class="get-involved__subtitle">{{ . | markdownify }}</p>
+      {{ end }}
+    </header>
+
+    {{ with $data.cards }}
+    <div class="impact-cards get-involved__cards">
+      <div class="impact-cards__container">
+        <div class="impact-cards__grid">
+          {{ range . }}
+            {{ partial "cards.html" (merge . (dict "page" $page)) }}
+          {{ end }}
+        </div>
+      </div>
+    </div>
+    {{ end }}
+  </div>
+</section>
+{{ end }}
diff --git a/themes/clean-hugo/layouts/partials/how-it-works.html b/themes/clean-hugo/layouts/partials/how-it-works.html
new file mode 100644
index 00000000..40a97569
--- /dev/null
+++ b/themes/clean-hugo/layouts/partials/how-it-works.html
@@ -0,0 +1,84 @@
+{{/*
+  Dark “how it works” band: eyebrow, title, 3 step cards, wide CTA link.
+  Reads how_it_works from page front matter (or {section}_how_it_works).
+*/}}
+{{ $page := . }}
+{{ $section := "" }}
+{{ if and (reflect.IsMap .) (isset . "page") }}
+  {{ $page = .page }}
+  {{ $section = .section | default "" }}
+{{ end }}
+
+{{ $dataKey := "how_it_works" }}
+{{ if ne $section "" }}
+  {{ $dataKey = printf "%s_how_it_works" $section }}
+{{ end }}
+
+{{ $data := index $page.Params $dataKey }}
+{{ $theme := .theme | default ($data.theme | default "dark") }}
+{{ if $data }}
+<section class="how-it-works{{ if eq $theme "light" }} how-it-works--light{{ end }}"
+         aria-labelledby="how-it-works-title">
+  <div class="how-it-works__container">
+    <header class="how-it-works__header">
+      {{ with $data.eyebrow }}
+      <p class="how-it-works__eyebrow">{{ . }}</p>
+      {{ end }}
+      {{ with $data.title }}
+      <h2 id="how-it-works-title" class="how-it-works__title">{{ . }}</h2>
+      {{ end }}
+      {{ with $data.subtitle }}
+      <p class="how-it-works__subtitle">{{ . | markdownify }}</p>
+      {{ end }}
+    </header>
+
+    {{ with $data.steps }}
+    <div class="how-it-works__steps">
+      {{ range . }}
+      <article class="how-it-works__step">
+        {{ with .label }}
+        <p class="how-it-works__step-label">{{ . }}</p>
+        {{ end }}
+        {{ with .title }}
+        <h3 class="how-it-works__step-title">{{ . }}</h3>
+        {{ end }}
+        {{ with .text }}
+        <p class="how-it-works__step-text">{{ . }}</p>
+        {{ end }}
+      </article>
+      {{ end }}
+    </div>
+    {{ end }}
+
+    {{ with $data.cta }}
+      {{ if and .url (ne (printf "%s" .url) "") }}
+        {{ $target := .target | default "" }}
+        {{ if and (eq $target "") (hasPrefix .url "http") }}
+          {{ $target = "_blank" }}
+        {{ end }}
+    <a class="how-it-works__cta"
+       href="{{ .url }}"
+       {{ with $target }}target="{{ . }}"{{ end }}
+       {{ if eq $target "_blank" }}rel="noopener noreferrer"{{ end }}>
+      {{ with .icon }}
+      <span class="how-it-works__cta-icon" aria-hidden="true">
+        <i class="{{ . }}"></i>
+      </span>
+      {{ end }}
+      <span class="how-it-works__cta-body">
+        {{ with .title }}
+        <span class="how-it-works__cta-title">{{ . }}</span>
+        {{ end }}
+        {{ with .text }}
+        <span class="how-it-works__cta-text">{{ . }}</span>
+        {{ end }}
+      </span>
+      <span class="how-it-works__cta-arrow" aria-hidden="true">
+        <i class="fa-solid fa-arrow-right"></i>
+      </span>
+    </a>
+      {{ end }}
+    {{ end }}
+  </div>
+</section>
+{{ end }}
diff --git a/themes/clean-hugo/layouts/partials/metrics/build-stats.html b/themes/clean-hugo/layouts/partials/metrics/build-stats.html
index 382746fc..87832a45 100644
--- a/themes/clean-hugo/layouts/partials/metrics/build-stats.html
+++ b/themes/clean-hugo/layouts/partials/metrics/build-stats.html
@@ -16,6 +16,8 @@
   {{ partial "metrics/presets/volunteer.html" . }}
 {{ else if eq $set "packages" }}
   {{ partial "metrics/presets/packages.html" . }}
+{{ else if eq $set "peer-review" }}
+  {{ partial "metrics/presets/peer-review.html" . }}
 {{ else if .stats }}
   {{ .scratch.Set "stats" .stats }}
 {{ end }}
diff --git a/themes/clean-hugo/layouts/partials/metrics/presets/peer-review.html b/themes/clean-hugo/layouts/partials/metrics/presets/peer-review.html
new file mode 100644
index 00000000..3006118b
--- /dev/null
+++ b/themes/clean-hugo/layouts/partials/metrics/presets/peer-review.html
@@ -0,0 +1,11 @@
+{{/*
+  Peer review landing page metrics — live counts from site data.
+*/}}
+{{ $ctx := .context }}
+{{ $scratch := .scratch }}
+{{ $stats := partial "calculate-peer-review-stats.html" $ctx }}
+{{ $scratch.Set "stats" (slice
+    (printf "**%d** packages accepted" $stats.packages_accepted)
+    (printf "**%d** reviewers" $stats.reviewers)
+    (printf "**%d** maintainers" $stats.maintainers)
+) }}
diff --git a/themes/clean-hugo/layouts/partials/people/active-editorial-grid.html b/themes/clean-hugo/layouts/partials/people/active-editorial-grid.html
new file mode 100644
index 00000000..dedfcef1
--- /dev/null
+++ b/themes/clean-hugo/layouts/partials/people/active-editorial-grid.html
@@ -0,0 +1,53 @@
+{{/*
+  Active editorial board grid.
+  Expects: board (editorial-board data), contributors (contributors.yml)
+*/}}
+{{ $board := .board }}
+{{ $contributors := .contributors }}
+{{ $entries := slice }}
+{{ range $username, $roles := $board }}
+  {{ $contrib := partial "people/lookup-contributor.html" (dict
+    "username" $username
+    "contributors" $contributors) }}
+  {{ $tier := 2 }}
+  {{ if $roles.peer_review_lead }}
+    {{ $tier = 0 }}
+  {{ else if $roles.eic_team }}
+    {{ $tier = 1 }}
+  {{ end }}
+  {{ $sort := 99 }}
+  {{ with $contrib }}
+    {{ $sort = .sort | default 99 }}
+  {{ end }}
+  {{ $entries = $entries | append (dict
+    "username" $username
+    "contrib" $contrib
+    "roles" $roles
+    "tier" $tier
+    "sort" $sort) }}
+{{ end }}
+{{ $entries = sort $entries "sort" "asc" }}
+{{ $entries = sort $entries "tier" "asc" }}
+<div class="people-grid-static">
+  {{ range $entries }}
+    {{ $title := partial "people/editorial-role-title.html" (dict
+      "roles" .roles
+      "board" "active") }}
+    {{ with .contrib }}
+      {{ partial "people/card.html" (merge . (dict "title" $title)) }}
+    {{ else }}
+      <div class="people_card people_card--missing">
+        <div class="people_card__content">
+          <h3>
+            <a href="https://github.com/{{ .username }}" rel="noopener noreferrer">
+              @{{ .username }}
+            </a>
+          </h3>
+          <p class="people_card__title">
+            Profile missing from contributors.yml
+          </p>
+        </div>
+      </div>
+    {{ end }}
+  {{ end }}
+</div>
diff --git a/themes/clean-hugo/layouts/partials/people/editorial-role-title.html b/themes/clean-hugo/layouts/partials/people/editorial-role-title.html
new file mode 100644
index 00000000..8c0747c3
--- /dev/null
+++ b/themes/clean-hugo/layouts/partials/people/editorial-role-title.html
@@ -0,0 +1,38 @@
+{{/*
+  Build display title(s) from editorial-board / emeritus-editors role flags.
+  Usage:
+    {{ partial "people/editorial-role-title.html" (dict
+      "roles" $roles
+      "board" "active") }}
+  board: "active" | "emeritus"
+*/}}
+{{ $roles := .roles }}
+{{ $titles := slice }}
+{{ if eq .board "active" }}
+  {{ if $roles.peer_review_lead }}
+    {{ $titles = $titles | append "Peer Review Lead" }}
+  {{ end }}
+  {{ if $roles.eic_team }}
+    {{ $titles = $titles | append "Editor in Chief" }}
+  {{ end }}
+  {{ if $roles.emeritus_peer_review_lead }}
+    {{ $titles = $titles | append "Emeritus Peer Review Lead" }}
+  {{ end }}
+  {{ if $roles.emeritus_eic }}
+    {{ $titles = $titles | append "Emeritus Editor in Chief" }}
+  {{ end }}
+  {{ if eq (len $titles) 0 }}
+    {{ $titles = $titles | append "Editor" }}
+  {{ end }}
+{{ else }}
+  {{ if $roles.emeritus_peer_review_lead }}
+    {{ $titles = $titles | append "Emeritus Peer Review Lead" }}
+  {{ end }}
+  {{ if $roles.emeritus_eic }}
+    {{ $titles = $titles | append "Emeritus Editor in Chief" }}
+  {{ end }}
+  {{ if eq (len $titles) 0 }}
+    {{ $titles = $titles | append "Emeritus Editor" }}
+  {{ end }}
+{{ end }}
+{{ return $titles }}
diff --git a/themes/clean-hugo/layouts/partials/people/emeritus-editorial-grid.html b/themes/clean-hugo/layouts/partials/people/emeritus-editorial-grid.html
new file mode 100644
index 00000000..f00a5ea2
--- /dev/null
+++ b/themes/clean-hugo/layouts/partials/people/emeritus-editorial-grid.html
@@ -0,0 +1,31 @@
+{{/*
+  Emeritus editorial board — name pills.
+  Expects: board (emeritus-editors data), contributors (contributors.yml)
+*/}}
+{{ $board := .board }}
+{{ $contributors := .contributors }}
+{{ $entries := slice }}
+{{ range $username, $roles := $board }}
+  {{ $contrib := partial "people/lookup-contributor.html" (dict
+    "username" $username
+    "contributors" $contributors) }}
+  {{ $name := $username }}
+  {{ with $contrib }}
+    {{ $name = .name | default (printf "@%s" .github_username) }}
+  {{ end }}
+  {{ $entries = $entries | append (dict
+    "username" $username
+    "name" $name) }}
+{{ end }}
+{{ $entries = sort $entries "name" }}
+<ul class="emeritus-editor-pills" aria-label="Emeritus and guest editors">
+  {{ range $entries }}
+    <li>
+      <a class="emeritus-editor-pills__pill"
+         href="https://github.com/{{ .username }}"
+         rel="noopener noreferrer">
+        {{ .name }}
+      </a>
+    </li>
+  {{ end }}
+</ul>
diff --git a/themes/clean-hugo/layouts/partials/people/lookup-contributor.html b/themes/clean-hugo/layouts/partials/people/lookup-contributor.html
new file mode 100644
index 00000000..15a9805f
--- /dev/null
+++ b/themes/clean-hugo/layouts/partials/people/lookup-contributor.html
@@ -0,0 +1,15 @@
+{{/*
+  Case-insensitive contributor lookup by GitHub username.
+  Usage:
+    {{ partial "people/lookup-contributor.html" (dict
+      "username" "eliotwrobson"
+      "contributors" .Site.Data.contributors) }}
+*/}}
+{{ $username := lower .username }}
+{{ $found := dict }}
+{{ range .contributors }}
+  {{ if eq (lower .github_username) $username }}
+    {{ $found = . }}
+  {{ end }}
+{{ end }}
+{{ return $found }}
diff --git a/themes/clean-hugo/layouts/partials/people/page-body.html b/themes/clean-hugo/layouts/partials/people/page-body.html
index 20d431ab..c24f7f6b 100644
--- a/themes/clean-hugo/layouts/partials/people/page-body.html
+++ b/themes/clean-hugo/layouts/partials/people/page-body.html
@@ -39,19 +39,6 @@ <h2>Advisory Council</h2>
     </section>
   {{ end }}
 
-  {{ $editorial := where .Site.Data.contributors "editorial_board" true }}
-  {{ if $editorial }}
-    <section class="people-page__section">
-      <div class="container">
-        <h2>Editorial Board</h2>
-        <div class="people-grid-static">
-          {{ range sort $editorial "sort" }}
-            {{ partial "people/card.html" . }}
-          {{ end }}
-        </div>
-      </div>
-    </section>
-  {{ end }}
 
   {{ $totalPeople := len .Site.Data.contributors }}
   <section class="people-page__section">
diff --git a/themes/clean-hugo/layouts/shortcodes/editorial-board.html b/themes/clean-hugo/layouts/shortcodes/editorial-board.html
index 0873e1e6..7ff472e9 100644
--- a/themes/clean-hugo/layouts/shortcodes/editorial-board.html
+++ b/themes/clean-hugo/layouts/shortcodes/editorial-board.html
@@ -1,11 +1,20 @@
-{{/* Editorial board grids from data/contributors.yml */}}
-{{ $editorial := where .Site.Data.contributors "editorial_board" true }}
-{{ $emeritus := where .Site.Data.contributors "emeritus_editor" true }}
+{{/* Editorial board: roles from data/*.yml, profiles from contributors.yml
+     Usage:
+       {{< editorial-board >}}                    — active + emeritus
+       {{< editorial-board section="active" >}}   — active board only
+       {{< editorial-board section="emeritus" >}} — emeritus only
+*/}}
+{{ $section := .Get "section" | default "all" }}
+{{ $board := index .Page.Site.Data "editorial-board" }}
+{{ $emeritus := index .Page.Site.Data "emeritus-editors" }}
+{{ $contributors := .Page.Site.Data.contributors | default slice }}
+{{ $showActive := or (eq $section "all") (eq $section "active") }}
+{{ $showEmeritus := or (eq $section "all") (eq $section "emeritus") }}
 
-{{ if $editorial }}
+{{ if and $showActive $board }}
 <section class="people-page__section">
   <div class="container">
-    <h2>Meet our editorial board</h2>
+    <h2 id="meet-our-editorial-board">Meet our editorial board</h2>
     <p>
       The pyOpenSci software peer review process is led by a volunteer team of
       editors from the scientific Python community. Editors do the following
@@ -22,25 +31,21 @@ <h2>Meet our editorial board</h2>
       <a href="https://www.pyopensci.org/software-peer-review/how-to/editors-guide.html"
          target="_blank" rel="noopener noreferrer">in our peer review guide</a>.
     </p>
-    <div class="people-grid-static">
-      {{ range sort $editorial "sort" }}
-        {{ partial "people/card.html" . }}
-      {{ end }}
-    </div>
+    {{ partial "people/active-editorial-grid.html" (dict
+      "board" $board
+      "contributors" $contributors) }}
   </div>
 </section>
 {{ end }}
 
-{{ if $emeritus }}
+{{ if and $showEmeritus $emeritus }}
 <section class="people-page__section">
   <div class="container">
-    <h2>Emeritus &amp; guest editors</h2>
-    <p>We are deeply grateful for those served on our editorial board previously!</p>
-    <div class="people-grid-static">
-      {{ range sort $emeritus "sort" }}
-        {{ partial "people/card.html" . }}
-      {{ end }}
-    </div>
+    <h2>Emeritus editors</h2>
+    <p>We are deeply grateful for those who served on our editorial board previously.</p>
+    {{ partial "people/emeritus-editorial-grid.html" (dict
+      "board" $emeritus
+      "contributors" $contributors) }}
   </div>
 </section>
 {{ end }}
diff --git a/themes/clean-hugo/layouts/shortcodes/get-involved.html b/themes/clean-hugo/layouts/shortcodes/get-involved.html
new file mode 100644
index 00000000..4ddf3643
--- /dev/null
+++ b/themes/clean-hugo/layouts/shortcodes/get-involved.html
@@ -0,0 +1,11 @@
+{{/*
+  Get involved — two role cards with section header.
+
+  {{< get-involved >}}
+  {{< get-involved theme="dark" >}}
+*/}}
+{{ partial "get-involved.html" (dict
+    "page" .Page
+    "section" (.Get "section")
+    "theme" (.Get "theme")
+) }}
diff --git a/themes/clean-hugo/layouts/shortcodes/how-it-works.html b/themes/clean-hugo/layouts/shortcodes/how-it-works.html
new file mode 100644
index 00000000..2aa00ee4
--- /dev/null
+++ b/themes/clean-hugo/layouts/shortcodes/how-it-works.html
@@ -0,0 +1,12 @@
+{{/*
+  How it works band — front matter how_it_works or section param.
+
+  {{< how-it-works >}}
+  {{< how-it-works theme="light" >}}
+  {{< how-it-works section="peer_review" >}}
+*/}}
+{{ partial "how-it-works.html" (dict
+    "page" .Page
+    "section" (.Get "section")
+    "theme" (.Get "theme")
+) }}
diff --git a/themes/clean-hugo/layouts/shortcodes/metrics-bar.html b/themes/clean-hugo/layouts/shortcodes/metrics-bar.html
index 4cfd298d..93160f2e 100644
--- a/themes/clean-hugo/layouts/shortcodes/metrics-bar.html
+++ b/themes/clean-hugo/layouts/shortcodes/metrics-bar.html
@@ -4,6 +4,7 @@
   Named preset (live data):
     {{< metrics-bar set="volunteer" >}}
     {{< metrics-bar set="packages" >}}
+    {{< metrics-bar set="peer-review" >}}
 
   Page front matter:
     metrics_set: volunteer
diff --git a/themes/clean-hugo/theme.toml b/themes/clean-hugo/theme.toml
index 595de63a..20ebac04 100644
--- a/themes/clean-hugo/theme.toml
+++ b/themes/clean-hugo/theme.toml
@@ -34,7 +34,11 @@ min_version = "0.118.2"
   gray200 = "#E5E7EB"
   gray600 = "#4B5563"
   gray700 = "#374151"
-  gray900 = "#111827" # Used for dark background for blog highlights
+  gray900 = "#111827"
+
+  # Dark band backgrounds (home blog highlight, volunteer impact section)
+  # this is our brand purple with black mixed in
+  deepPurple = "#19112D"
 
   # Semantic colors
   link = "#2E6060"