diff --git a/_data/contributors.yml b/_data/contributors.yml
index 5756b59..93360f7 100644
--- a/_data/contributors.yml
+++ b/_data/contributors.yml
@@ -1054,12 +1054,14 @@
   board: false
   contributor_type:
     - contributor
+    - editor
     - guidebook-contrib
     - peer-review
     - peer-review-guide
     - reviewer
   packages_eic:
   packages_editor:
+    - lintquarto
   packages_submitted:
   packages_reviewed:
     - nbless
@@ -1801,6 +1803,7 @@
     - plenoptic
   packages_submitted:
   packages_reviewed:
+    - lintquarto
     - python-graphblas
   location:
   email:
@@ -2612,7 +2615,7 @@
   mastodon:
   orcidid:
   partners:
-  website: https://www.tu-braunschweig.de/en/ifp/pbb
+  website:
   board: false
   contributor_type:
     - peer-review
@@ -4402,6 +4405,7 @@
     - rdata
   packages_submitted:
   packages_reviewed:
+    - lintquarto
     - sciform
   location: FLorida, USA
   email:
@@ -4437,9 +4441,11 @@
     - web-contrib
   packages_eic:
     - cheminformant
+    - lintquarto
     - pyinterpolate
   packages_editor:
     - cheminformant
+    - plenoptic
   packages_submitted:
     - automata
     - cynetdiff
@@ -5446,6 +5452,7 @@
     - reviewer
   packages_eic:
     - astropy
+    - c4dynamics
   packages_editor:
     - tda-mapper
   packages_submitted:
@@ -9030,7 +9037,7 @@
   mastodon:
   orcidid:
   partners:
-  website: https://lagrange.mechse.illinois.edu/mwest
+  website:
   board: false
   contributor_type:
     - maintainer
@@ -9678,14 +9685,17 @@
   contributor_type:
     - code-contrib
     - editor
+    - eic
     - peer-review
     - peer-review-guide
     - reviewer
     - web-contrib
   packages_eic:
+    - c4dynamics
   packages_editor:
     - astropy
     - blockingpy
+    - c4dynamics
     - piva
     - swiftgalaxy
   packages_submitted:
@@ -9976,10 +9986,13 @@
   board: false
   contributor_type:
     - package-guide
+    - peer-review
+    - reviewer
   packages_eic:
   packages_editor:
   packages_submitted:
   packages_reviewed:
+    - c4dynamics
   location:
   email:
 - name: James Lamb
@@ -10469,6 +10482,7 @@
     - peer-review
   packages_eic:
     - blockingpy
+    - c4dynamics
     - galfitools
     - greopy
     - piva
@@ -11368,6 +11382,7 @@
   packages_submitted:
   packages_reviewed:
     - astropy
+    - c4dynamics
   location: Bay Area
   email:
 - name:
@@ -11581,9 +11596,9 @@
   sort:
   bio: Software engineer by day, math nerd by night.
   organization:
-  date_added: '2026-05-15'
+  date_added: '2026-05-18'
   deia_advisory: false
-  editorial_board:
+  editorial_board: false
   emeritus_editor: false
   advisory: false
   emeritus_advisory: false
@@ -11604,3 +11619,117 @@
   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
index 540f025..a6fab07 100644
--- a/_data/packages.yml
+++ b/_data/packages.yml
@@ -1,3 +1,54 @@
+- 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
@@ -29,9 +80,9 @@
   reviewers:
   archive: https://zenodo.org/doi/10.5281/zenodo.16623785
   version_accepted: TBD
-  date_accepted: missing
+  date_accepted: '2025-09-29'
   created_at: 2025-07-31 17:50:42+00:00
-  updated_at: 2025-10-07 16:39:26+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
@@ -41,13 +92,13 @@
       description: ⚗️ An all-in-one solution for chemical property retrieval
           from PubChem.
       created_at: '2024-01-21'
-      stargazers_count: 29
+      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: '2026-04-19'
+      last_commit: '2026-05-22'
   labels:
     - 6/pyOS-approved
     - joss-fast-track
@@ -94,13 +145,13 @@
       name: astropy
       description: Astronomy and astrophysics core library
       created_at: '2011-07-21'
-      stargazers_count: 5163
-      watchers_count: 138
-      open_issues_count: 1286
-      forks_count: 2073
+      stargazers_count: 5185
+      watchers_count: 136
+      open_issues_count: 1279
+      forks_count: 2092
       documentation: https://www.astropy.org
       contrib_count: 447
-      last_commit: '2026-05-14'
+      last_commit: '2026-06-12'
   labels:
     - 6/pyOS-approved
     - astropy
@@ -142,7 +193,7 @@
       name: pyinterpolate
       description: Kriging | Poisson Kriging | Variogram Analysis
       created_at: '2018-04-16'
-      stargazers_count: 175
+      stargazers_count: 174
       watchers_count: 2
       open_issues_count: 7
       forks_count: 30
@@ -201,7 +252,7 @@
       forks_count: 5
       documentation: https://swiftgalaxy.readthedocs.io/en/stable/index.html
       contrib_count: 3
-      last_commit: '2026-05-06'
+      last_commit: '2026-06-12'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -247,17 +298,70 @@
       description: 'PyAutoGalaxy: Open-Source Multiwavelength Galaxy Structure &
           Morphology'
       created_at: '2019-10-19'
-      stargazers_count: 32
+      stargazers_count: 33
       watchers_count: 3
-      open_issues_count: 5
+      open_issues_count: 12
       forks_count: 13
       documentation: https://pyautogalaxy.readthedocs.io/
       contrib_count: 15
-      last_commit: '2026-05-14'
+      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:
@@ -298,7 +402,7 @@
       created_at: '2024-07-17'
       stargazers_count: 5
       watchers_count: 1
-      open_issues_count: 11
+      open_issues_count: 6
       forks_count: 0
       documentation: https://pymultifit.readthedocs.io/latest/
       contrib_count: 2
@@ -336,9 +440,9 @@
       github_username: eliotwrobson
   archive:
   version_accepted: TBD
-  date_accepted: missing
+  date_accepted: '2025-10-01'
   created_at: 2025-01-09 18:13:33+00:00
-  updated_at: 2026-04-14 06:48:44+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:
@@ -472,14 +576,12 @@
   reviewers:
     - name: A Samuel Pottinger
       github_username: sampottinger
-    - name: Ellie Abrahams
-      github_username: elliesch
-  archive:
-  version_accepted: TBD
-  date_accepted: missing
+  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: 2026-05-12 14:55:58+00:00
-  closed_at:
+  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:
@@ -488,13 +590,13 @@
       description: A simple and efficient Python implementation of Mapper
           algorithm for Topological Data Analysis
       created_at: '2022-10-03'
-      stargazers_count: 175
-      watchers_count: 5
+      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: '2025-09-22'
+      last_commit: '2026-05-22'
   labels:
     - 6/pyOS-approved
   active: true
@@ -547,7 +649,7 @@
       forks_count: 4
       documentation:
       contrib_count: 3
-      last_commit: '2026-05-09'
+      last_commit: '2026-06-14'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -688,16 +790,16 @@
   partners:
   gh_meta:
       name: felupe
-      description: finite element analysis for continuum mechanics of solid
-          bodies
+      description: Open finite element infrastructure for nonlinear
+          computational mechanics.
       created_at: '2021-04-22'
-      stargazers_count: 172
-      watchers_count: 4
-      open_issues_count: 4
-      forks_count: 17
+      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: '2026-05-13'
+      last_commit: '2026-05-28'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -748,13 +850,13 @@
       description: 'Some data analysis tools for working with historical PV solar
           time-series data sets. '
       created_at: '2019-02-17'
-      stargazers_count: 95
+      stargazers_count: 96
       watchers_count: 10
-      open_issues_count: 3
-      forks_count: 33
+      open_issues_count: 4
+      forks_count: 34
       documentation: https://solar-data-tools.readthedocs.io
       contrib_count: 20
-      last_commit: '2026-04-28'
+      last_commit: '2026-06-02'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -797,10 +899,10 @@
       name: thztools
       description: Tools for terahertz time-domain spectroscopy (THz-TDS)
       created_at: '2022-11-22'
-      stargazers_count: 27
+      stargazers_count: 28
       watchers_count: 2
       open_issues_count: 3
-      forks_count: 16
+      forks_count: 17
       documentation: https://dodge-research-group.github.io/thztools/
       contrib_count: 5
       last_commit: '2024-12-03'
@@ -850,13 +952,13 @@
       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: 62
+      stargazers_count: 64
       watchers_count: 4
-      open_issues_count: 104
-      forks_count: 20
+      open_issues_count: 102
+      forks_count: 21
       documentation: https://www.montepy.org/
       contrib_count: 8
-      last_commit: '2026-05-12'
+      last_commit: '2026-06-08'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -900,13 +1002,13 @@
       name: great-tables
       description: Make awesome display tables using Python
       created_at: '2022-05-06'
-      stargazers_count: 2655
+      stargazers_count: 2679
       watchers_count: 15
-      open_issues_count: 120
-      forks_count: 125
+      open_issues_count: 98
+      forks_count: 123
       documentation: https://posit-dev.github.io/great-tables/
-      contrib_count: 32
-      last_commit: '2026-05-12'
+      contrib_count: 33
+      last_commit: '2026-06-12'
   labels:
     - 6/pyOS-approved
   active: true
@@ -957,13 +1059,13 @@
       description: Anything can happen in the next half hour (including
           spectral timing made easy)!
       created_at: '2015-09-30'
-      stargazers_count: 215
+      stargazers_count: 218
       watchers_count: 17
-      open_issues_count: 44
-      forks_count: 178
-      documentation: https://stingray.science/stingray
+      open_issues_count: 45
+      forks_count: 180
+      documentation:
       contrib_count: 58
-      last_commit: '2026-03-16'
+      last_commit: '2026-06-02'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -998,9 +1100,9 @@
       github_username: emmylia321
   archive:
   version_accepted: TBD
-  date_accepted: missing
+  date_accepted: '2025-12-17'
   created_at: 2024-05-30 12:53:48+00:00
-  updated_at: 2026-04-27 06:11:55+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:
@@ -1052,11 +1154,11 @@
       created_at: '2023-10-17'
       stargazers_count: 1
       watchers_count: 2
-      open_issues_count: 16
+      open_issues_count: 17
       forks_count: 3
       documentation: https://geminidrsoftware.github.io/astrodata/
-      contrib_count: 4
-      last_commit: '2025-04-02'
+      contrib_count: 16
+      last_commit: '2026-06-12'
   labels:
     - 6/pyOS-approved
     - astropy
@@ -1112,7 +1214,7 @@
       forks_count: 0
       documentation: https://quadratik.readthedocs.io/
       contrib_count: 1
-      last_commit: '2026-05-01'
+      last_commit: '2026-06-02'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1163,11 +1265,11 @@
       created_at: '2021-10-26'
       stargazers_count: 31
       watchers_count: 5
-      open_issues_count: 53
+      open_issues_count: 55
       forks_count: 16
       documentation: https://open-atmos.github.io/PyPartMC/
       contrib_count: 10
-      last_commit: '2026-05-13'
+      last_commit: '2026-06-10'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1214,13 +1316,13 @@
       description: A performance-focused library implementing algorithms for
           simulating network diffusion processes, written in Cython.
       created_at: '2023-12-12'
-      stargazers_count: 6
+      stargazers_count: 7
       watchers_count: 2
       open_issues_count: 2
       forks_count: 1
       documentation: https://eliotwrobson.github.io/CyNetDiff/
       contrib_count: 1
-      last_commit: '2025-08-23'
+      last_commit: '2026-06-04'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1270,7 +1372,7 @@
       stargazers_count: 24
       watchers_count: 2
       open_issues_count: 9
-      forks_count: 9
+      forks_count: 8
       documentation: https://ltb.curent.org
       contrib_count: 3
       last_commit: '2026-05-03'
@@ -1316,13 +1418,13 @@
       name: pooltool
       description: A sandbox billiards game that emphasizes realistic physics
       created_at: '2020-04-09'
-      stargazers_count: 366
+      stargazers_count: 381
       watchers_count: 12
-      open_issues_count: 2
-      forks_count: 82
+      open_issues_count: 14
+      forks_count: 84
       documentation: https://pooltool.readthedocs.io
       contrib_count: 12
-      last_commit: '2026-05-10'
+      last_commit: '2026-05-26'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1375,7 +1477,7 @@
       forks_count: 9
       documentation: https://martini.readthedocs.io/
       contrib_count: 2
-      last_commit: '2026-05-12'
+      last_commit: '2026-06-11'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1428,7 +1530,7 @@
       stargazers_count: 13
       watchers_count: 2
       open_issues_count: 2
-      forks_count: 12
+      forks_count: 13
       documentation: https://cosmoglobe.github.io/zodipy/
       contrib_count: 9
       last_commit: '2026-04-18'
@@ -1587,7 +1689,7 @@
       forks_count: 10
       documentation: https://usepa.github.io/harmonize-wq/
       contrib_count: 6
-      last_commit: '2026-05-08'
+      last_commit: '2026-06-05'
   labels:
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     - 9/joss-approved
@@ -1635,7 +1737,7 @@
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       documentation: https://xnemogcm.readthedocs.io/
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@@ -1686,9 +1788,9 @@
       description: A Python library for simulating finite automata, pushdown
           automata, and Turing machines
       created_at: '2016-02-16'
-      stargazers_count: 403
+      stargazers_count: 405
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+      open_issues_count: 11
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       documentation: https://caleb531.github.io/automata/
       contrib_count: 19
@@ -1710,8 +1812,10 @@
   version_submitted: v1.0.2
   categories:
   editor:
-      name: Jonny Saunders
+    - name: Jonny Saunders
       github_username: sneakers-the-rat
+    - name: Eliot Robson
+      github_username: eliotwrobson
   eic:
       name: Jonny Saunders
       github_username: sneakers-the-rat
@@ -1724,9 +1828,9 @@
       github_username: '2023-12-13'
   archive:
   version_accepted: TBD
-  date_accepted: missing
+  date_accepted: '2026-03-11'
   created_at: 2023-11-17 20:39:40+00:00
-  updated_at: 2026-05-07 15:36:30+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:
@@ -1736,13 +1840,13 @@
       description: Visualize/test models for visual representation by
           synthesizing images.
       created_at: '2019-06-18'
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+      stargazers_count: 92
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       documentation: https://docs.plenoptic.org/
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   labels:
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   active: true
@@ -1790,7 +1894,7 @@
       forks_count: 1
       documentation: https://pypi.org/project/sleplet
       contrib_count: 5
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@@ -1859,13 +1963,13 @@
       name: sunpy
       description: SunPy - Python for Solar Physics
       created_at: '2011-08-06'
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-      watchers_count: 45
+      stargazers_count: 1024
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+      forks_count: 655
       documentation: https://www.sunpy.org
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   labels:
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   active: true
@@ -1954,13 +2058,13 @@
       name: rdata
       description: A Python library for R datasets.
       created_at: '2018-07-02'
-      stargazers_count: 57
+      stargazers_count: 59
       watchers_count: 2
-      open_issues_count: 5
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       forks_count: 3
       documentation: https://rdata.readthedocs.io
       contrib_count: 4
-      last_commit: '2026-04-20'
+      last_commit: '2026-06-11'
   labels:
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@@ -2054,13 +2158,13 @@
       description: Quickly search, compare, and analyze genomic and
           metagenomic data sets.
       created_at: '2016-04-09'
-      stargazers_count: 542
+      stargazers_count: 547
       watchers_count: 17
-      open_issues_count: 769
-      forks_count: 92
+      open_issues_count: 770
+      forks_count: 93
       documentation: https://sourmash.readthedocs.io/en/latest/
       contrib_count: 46
-      last_commit: '2026-05-11'
+      last_commit: '2026-06-08'
   labels:
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@@ -2108,7 +2212,7 @@
       open_issues_count: 8
       forks_count: 2
       documentation: https://sciform.readthedocs.io/en/stable/
-      contrib_count: 2
+      contrib_count: 3
       last_commit: '2025-09-11'
   labels:
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@@ -2215,13 +2319,13 @@
       description: CompleX Group Interactions (XGI) is a Python package for
           higher-order networks.
       created_at: '2021-09-08'
-      stargazers_count: 248
+      stargazers_count: 251
       watchers_count: 9
-      open_issues_count: 53
+      open_issues_count: 51
       forks_count: 47
       documentation: https://xgi.readthedocs.io
-      contrib_count: 20
-      last_commit: '2026-04-29'
+      contrib_count: 21
+      last_commit: '2026-05-29'
   labels:
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@@ -2270,13 +2374,13 @@
       description: A unifying framework for biomedical research knowledge
           graphs
       created_at: '2021-09-10'
-      stargazers_count: 303
+      stargazers_count: 311
       watchers_count: 8
-      open_issues_count: 179
-      forks_count: 51
+      open_issues_count: 173
+      forks_count: 53
       documentation: https://biocypher.org
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   labels:
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   active: true
@@ -2474,7 +2578,7 @@
       stargazers_count: 22
       watchers_count: 1
       open_issues_count: 13
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       documentation: https://bibat.readthedocs.io/
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       last_commit: '2024-04-10'
@@ -2575,13 +2679,13 @@
       description: 'Library of derived climate variables, ie climate indicators,
           based on xarray. '
       created_at: '2018-07-27'
-      stargazers_count: 395
+      stargazers_count: 396
       watchers_count: 13
-      open_issues_count: 40
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+      open_issues_count: 42
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       documentation: https://xclim.readthedocs.io/en/stable/
-      contrib_count: 45
-      last_commit: '2026-05-11'
+      contrib_count: 46
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   labels:
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@@ -2678,8 +2782,8 @@
       created_at: '2022-06-06'
       stargazers_count: 14
       watchers_count: 1
-      open_issues_count: 1
-      forks_count: 1
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+      forks_count: 2
       documentation: https://robaina.github.io/Pynteny
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       last_commit: '2026-04-01'
@@ -2783,13 +2887,13 @@
       name: pygmt
       description: A Python interface for the Generic Mapping Tools.
       created_at: '2017-03-17'
-      stargazers_count: 860
-      watchers_count: 26
-      open_issues_count: 121
-      forks_count: 236
+      stargazers_count: 862
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+      forks_count: 237
       documentation: https://www.pygmt.org
-      contrib_count: 52
-      last_commit: '2026-05-12'
+      contrib_count: 51
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   labels:
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   active: true
@@ -2882,7 +2986,7 @@
       description: A bioinformatics API to interface with public multi-omics
           bio databases for wicked fast data integration.
       created_at: '2018-03-16'
-      stargazers_count: 36
+      stargazers_count: 37
       watchers_count: 4
       open_issues_count: 6
       forks_count: 10
@@ -3079,10 +3183,10 @@
       description: A set of tools for getting the most from your geochemical
           data.
       created_at: '2018-06-13'
-      stargazers_count: 163
+      stargazers_count: 164
       watchers_count: 5
       open_issues_count: 10
-      forks_count: 51
+      forks_count: 50
       documentation: https://pyrolite.readthedocs.io
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       last_commit: '2026-04-17'
@@ -3129,7 +3233,7 @@
       description: MovingPandas - a Python library for movement data
           exploration and analysis
       created_at: '2018-12-16'
-      stargazers_count: 1398
+      stargazers_count: 1397
       watchers_count: 38
       open_issues_count: 32
       forks_count: 205
@@ -3177,13 +3281,13 @@
       description: A light-weight, flexible, and expressive statistical data
           testing library
       created_at: '2018-11-01'
-      stargazers_count: 4338
+      stargazers_count: 4378
       watchers_count: 21
-      open_issues_count: 410
-      forks_count: 395
+      open_issues_count: 412
+      forks_count: 404
       documentation: https://www.union.ai/pandera
-      contrib_count: 182
-      last_commit: '2026-05-08'
+      contrib_count: 188
+      last_commit: '2026-06-14'
   labels:
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   active: true
@@ -3282,7 +3386,7 @@
       description: A package built to support working with spatial data using
           open source python
       created_at: '2018-02-20'
-      stargazers_count: 535
+      stargazers_count: 536
       watchers_count: 16
       open_issues_count: 29
       forks_count: 158