diff --git a/data/contributors.yml b/data/contributors.yml
index a7053e6..7d27493 100644
--- a/data/contributors.yml
+++ b/data/contributors.yml
@@ -5,7 +5,6 @@
     - Emeritus Peer Review Lead
     - Emeritus Editor in Chief
     - Executive Director & Founder
-    - Emeritus editor
   sort: 1
   bio: Open education, Open source and Open Science.Executive Director
       @pyOpenSci
@@ -197,15 +196,15 @@
 - name: Erin Robinson
   github_username: erinmr
   github_image_id: 2915555
-  title: Advisory Council
+  title: Emeritus Advisory Council
   sort:
   bio:
   organization:
   date_added: '2023-06-15'
   editorial_board: false
   emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
+  advisory: false
+  emeritus_advisory: true
   twitter: connector_erin
   mastodon:
   orcidid:
@@ -231,8 +230,8 @@
   date_added: '2019-10-10'
   editorial_board: false
   emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
+  advisory: false
+  emeritus_advisory: true
   twitter: choldgraf
   mastodon:
   orcidid:
@@ -272,6 +271,7 @@
   website:
   board: false
   contributor_type:
+    - community
     - leadership
     - package-guide
     - peer-review-guide
@@ -289,7 +289,7 @@
   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'
+  organization: Bloomberg Python Infrastructure
   date_added: '2023-03-01'
   editorial_board: false
   emeritus_editor: false
@@ -324,7 +324,7 @@
   date_added: '2019-10-15'
   editorial_board: false
   emeritus_editor: true
-  advisory: true
+  advisory: false
   emeritus_advisory: false
   twitter: xmnlab
   mastodon:
@@ -369,8 +369,8 @@
   date_added: '2019-10-17'
   editorial_board: false
   emeritus_editor: true
-  advisory: true
-  emeritus_advisory: false
+  advisory: false
+  emeritus_advisory: true
   twitter: ocefpaf
   mastodon:
   orcidid: 0000-0003-4165-2913
@@ -463,8 +463,8 @@
   date_added: '2020-04-09'
   editorial_board: false
   emeritus_editor: false
-  advisory: true
-  emeritus_advisory: false
+  advisory: false
+  emeritus_advisory: true
   twitter: martinfleis
   mastodon: https://fosstodon.org/@martinfleis
   orcidid: 0000-0003-3319-3366
@@ -1042,9 +1042,12 @@
     - reviewer
   packages_eic:
     - earthaccess
+    - weitsicht
   packages_editor:
     - earthaccess
     - lintquarto
+    - phasecurvefit
+    - weitsicht
   packages_submitted:
   packages_reviewed:
     - nbless
@@ -6713,14 +6716,14 @@
 - name: Felipe Moreno
   github_username: flpm
   github_image_id: 17676929
-  title:
+  title: Advisory Council
   sort:
   bio: Security + Python + Design
-  organization: Bloomberg LP
+  organization: Bloomberg
   date_added: '2024-06-01'
   editorial_board: false
   emeritus_editor: false
-  advisory: false
+  advisory: true
   emeritus_advisory: false
   twitter:
   mastodon:
@@ -6996,7 +6999,7 @@
   sort:
   bio: Software Engineer | Speaker | Author of "Hands-On Data Analysis with
       Pandas"
-  organization: '@Bloomberg'
+  organization: Bloomberg
   date_added: '2024-07-04'
   editorial_board: false
   emeritus_editor: false
@@ -9435,6 +9438,7 @@
     - c4dynamics
     - milespy
     - nsevdx
+    - phasecurvefit
     - pyhctsa
     - solar-wavelength-calibration
     - tanml
@@ -9450,6 +9454,7 @@
   packages_submitted:
   packages_reviewed:
     - felupe
+    - phasecurvefit
     - pyinterpolate
   location: Montreal, QC, CANADA
   email:
@@ -11458,7 +11463,8 @@
   title:
     - Editor
     - Peer Review Lead
-  sort:
+    - Community & Research Lead
+  sort: 3
   bio:
   organization:
   date_added: '2026-08-05'
@@ -11471,7 +11477,7 @@
   orcidid:
   partners:
   website: https://www.shaunagm.net
-  board: false
+  board: true
   contributor_type:
     - editor
     - web-contrib
@@ -12527,3 +12533,176 @@
   packages_reviewed:
   location:
   email:
+- name: Sujata Goswami
+  github_username: SujataSaurabh
+  github_image_id: 35897531
+  title:
+  sort:
+  bio: Scientific  + Generalist Software Developer.
+  organization: Lawrence Berkeley National Laboratory
+  date_added: '2026-10-19'
+  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:
+    - phasecurvefit
+  location: Berkeley
+  email:
+- name: Nathaniel Starkman
+  github_username: nstarman
+  github_image_id: 8949649
+  title:
+  sort:
+  bio: Nathaniel Starkman — Brinson Prize Fellow & Astrophysics Postdoc @
+      MIT.Maintainer for @astropy, @GalacticDynamics, @cosmology-api.
+  organization: MIT
+  date_added: '2026-10-19'
+  editorial_board: false
+  emeritus_editor: false
+  advisory: false
+  emeritus_advisory: false
+  twitter:
+  mastodon:
+  orcidid:
+  partners:
+  website: https://nstarkman.space
+  board: false
+  contributor_type:
+    - maintainer
+    - peer-review
+    - submitting-author
+  packages_eic:
+  packages_editor:
+  packages_submitted:
+    - phasecurvefit
+  packages_reviewed:
+  location:
+  email:
+- name: Jacob Nibauer
+  github_username: jnibauer
+  github_image_id: 35147827
+  title:
+  sort:
+  bio:
+  organization:
+  date_added: '2026-10-19'
+  editorial_board: false
+  emeritus_editor: false
+  advisory: false
+  emeritus_advisory: false
+  twitter:
+  mastodon:
+  orcidid:
+  partners:
+  website: https://jnibauer.github.io
+  board: false
+  contributor_type:
+    - maintainer
+    - peer-review
+  packages_eic:
+  packages_editor:
+  packages_submitted:
+    - phasecurvefit
+  packages_reviewed:
+  location:
+  email:
+- name: Miko Parkkinen
+  github_username: Miko997
+  github_image_id: 141511110
+  title:
+  sort:
+  bio: Simulation & robotics software engineer | Creator of Metriplane |
+      Digital twins, reproducible evaluation and physical AI
+  organization:
+  date_added: '2026-10-26'
+  editorial_board: false
+  emeritus_editor: false
+  advisory: false
+  emeritus_advisory: false
+  twitter:
+  mastodon:
+  orcidid:
+  partners:
+  website:
+      https://store.steampowered.com/app/2713550/Cursed_Dawn/?curator_clanid=4777282
+  board: false
+  contributor_type:
+    - peer-review
+    - reviewer
+  packages_eic:
+  packages_editor:
+  packages_submitted:
+  packages_reviewed:
+    - weitsicht
+  location: Helsinki
+  email:
+- name: Bob McNabb
+  github_username: iamdonovan
+  github_image_id: 5552374
+  title:
+  sort:
+  bio:
+  organization:
+  date_added: '2026-10-26'
+  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:
+    - weitsicht
+  location: Coleraine, Northern Ireland
+  email:
+- name: Martin W
+  github_username: MartinW-S2M
+  github_image_id: 117808574
+  title:
+  sort:
+  bio:
+  organization:
+  date_added: '2026-10-26'
+  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:
+    - weitsicht
+  packages_reviewed:
+  location: Vienna
+  email:
diff --git a/data/packages.yml b/data/packages.yml
index a71542e..a947c62 100644
--- a/data/packages.yml
+++ b/data/packages.yml
@@ -62,13 +62,118 @@
       name: earthaccess
       description: Python Library for NASA Earthdata APIs
       created_at: '2021-08-25'
-      stargazers_count: 644
-      watchers_count: 644
-      open_issues_count: 171
+      stargazers_count: 646
+      watchers_count: 646
+      open_issues_count: 167
       forks_count: 157
       documentation: https://earthaccess.readthedocs.io/
       contrib_count: 54
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-30'
+  labels:
+    - 6/pyOS-approved
+    - joss-submission-pending
+  active: true
+- package_name: phasecurvefit
+  package_description:
+  submitting_author:
+      name: Nathaniel Starkman
+      github_username: nstarman
+  all_current_maintainers:
+    - name: Nathaniel Starkman
+      github_username: nstarman
+    - name: Jacob Nibauer
+      github_username: jnibauer
+  repository_link: https://github.com/GalacticDynamics/phasecurvefit
+  repository_host: github
+  version_submitted: v0.1.0
+  categories:
+    - data-processing-munging
+  editor:
+      name: Kylen Solvik
+      github_username: kysolvik
+  eic:
+      name: Carter Lee Rhea
+      github_username: crhea93
+  reviewers:
+    - name: Sujata Goswami
+      github_username: SujataSaurabh
+    - name: Carter Lee Rhea
+      github_username: crhea93
+  archive: https://zenodo.org/records/23253194
+  version_accepted: v0.3.3
+  date_accepted: '2026-10-15'
+  created_at: 2026-02-20 15:32:56+00:00
+  updated_at: 2026-10-15 14:50:37+00:00
+  closed_at:
+  issue_link: https://github.com/pyOpenSci/software-submission/issues/285
+  joss:
+  partners:
+    - astropy
+  gh_meta:
+      name: phasecurvefit
+      description: Construct Paths through Phase-Space Points
+      created_at: '2026-01-14'
+      stargazers_count: 6
+      watchers_count: 6
+      open_issues_count: 8
+      forks_count: 3
+      documentation: https://phasecurvefit.readthedocs.io/
+      contrib_count: 3
+      last_commit: '2026-10-30'
+  labels:
+    - 6/pyOS-approved
+    - joss-submission-pending
+  active: true
+- package_name: weitsicht
+  package_description: A Python package that enables further use of
+      georeferenced images for mapping (plane, raster, mesh) and projection
+      between image space and 3D.
+  submitting_author:
+      name: Martin W
+      github_username: MartinW-S2M
+  all_current_maintainers:
+    - name: Martin W
+      github_username: MartinW-S2M
+  repository_link: https://github.com/MartinW-S2M/weitsicht
+  repository_host: github
+  version_submitted: v0.0.2
+  categories:
+    - data-extraction
+    - data-processing-munging
+    - scientific-software-wrapper
+  editor:
+      name: Kylen Solvik
+      github_username: kysolvik
+  eic:
+      name: Kylen Solvik
+      github_username: kysolvik
+  reviewers:
+    - name: Miko Parkkinen
+      github_username: Miko997
+    - name: Bob McNabb
+      github_username: iamdonovan
+  archive: https://zenodo.org/doi/10.5281/zenodo.20443144
+  version_accepted: (pending)
+  date_accepted: '2026-10-19'
+  created_at: 2026-02-18 00:23:51+00:00
+  updated_at: 2026-10-21 11:28:08+00:00
+  closed_at:
+  issue_link: https://github.com/pyOpenSci/software-submission/issues/284
+  joss:
+  partners:
+  gh_meta:
+      name: weitsicht
+      description: A Python package that enables further use of georeferenced
+          images for mapping (plane, raster, mesh) and projection between
+          image space and 3D.
+      created_at: '2026-02-14'
+      stargazers_count: 3
+      watchers_count: 3
+      open_issues_count: 1
+      forks_count: 1
+      documentation: https://weitsicht.readthedocs.io/en/latest/
+      contrib_count: 3
+      last_commit: '2026-10-31'
   labels:
     - 6/pyOS-approved
     - joss-submission-pending
@@ -159,13 +264,13 @@
       description: The most comprehensive time-series feature extraction
           package in Python.
       created_at: '2026-10-14'
-      stargazers_count: 3
-      watchers_count: 3
-      open_issues_count: 0
-      forks_count: 0
+      stargazers_count: 7
+      watchers_count: 7
+      open_issues_count: 3
+      forks_count: 1
       documentation: https://dynamicsandneuralsystems.github.io/pyhctsa/
-      contrib_count: 1
-      last_commit: '2026-10-14'
+      contrib_count: 3
+      last_commit: '2026-10-31'
   labels:
     - 6/pyOS-approved
     - 8/joss-review-complete
@@ -419,13 +524,13 @@
       name: astropy
       description: Astronomy and astrophysics core library
       created_at: '2011-07-21'
-      stargazers_count: 5341
-      watchers_count: 5341
-      open_issues_count: 1407
-      forks_count: 2207
+      stargazers_count: 5408
+      watchers_count: 5408
+      open_issues_count: 1397
+      forks_count: 2232
       documentation: https://www.astropy.org
       contrib_count: 448
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-29'
   labels:
     - 6/pyOS-approved
     - astropy
@@ -467,10 +572,10 @@
       name: pyinterpolate
       description: Kriging | Poisson Kriging | Variogram Analysis
       created_at: '2018-04-16'
-      stargazers_count: 176
-      watchers_count: 176
-      open_issues_count: 8
-      forks_count: 30
+      stargazers_count: 175
+      watchers_count: 175
+      open_issues_count: 9
+      forks_count: 31
       documentation: https://pyinterpolate.readthedocs.io/en/stable/
       contrib_count: 14
       last_commit: '2026-05-23'
@@ -577,7 +682,7 @@
       forks_count: 6
       documentation: https://swiftgalaxy.readthedocs.io/en/stable/index.html
       contrib_count: 4
-      last_commit: '2026-10-09'
+      last_commit: '2026-10-23'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -634,11 +739,11 @@
       created_at: '2014-04-04'
       stargazers_count: 78
       watchers_count: 78
-      open_issues_count: 8
-      forks_count: 39
+      open_issues_count: 7
+      forks_count: 40
       documentation: https://cds-astro.github.io/mocpy/
-      contrib_count: 14
-      last_commit: '2026-09-09'
+      contrib_count: 15
+      last_commit: '2026-10-27'
   labels:
     - 6/pyOS-approved
     - astropy
@@ -689,8 +794,8 @@
       open_issues_count: 2
       forks_count: 17
       documentation: https://pyautogalaxy.readthedocs.io/
-      contrib_count: 17
-      last_commit: '2026-10-12'
+      contrib_count: 18
+      last_commit: '2026-10-30'
   labels:
     - 6/pyOS-approved
     - astropy
@@ -737,13 +842,13 @@
       description: The Python framework for state-space modeling and algorithm
           development
       created_at: '2022-10-13'
-      stargazers_count: 95
-      watchers_count: 95
+      stargazers_count: 162
+      watchers_count: 162
       open_issues_count: 18
-      forks_count: 16
+      forks_count: 23
       documentation: https://c4dynamics.github.io/c4dynamics/
       contrib_count: 6
-      last_commit: '2026-10-12'
+      last_commit: '2026-10-31'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -788,11 +893,11 @@
       created_at: '2024-07-17'
       stargazers_count: 5
       watchers_count: 5
-      open_issues_count: 6
+      open_issues_count: 5
       forks_count: 2
       documentation: https://pymultifit.readthedocs.io/latest/
       contrib_count: 5
-      last_commit: '2026-10-13'
+      last_commit: '2026-10-27'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -976,8 +1081,8 @@
       description: A simple and efficient Python implementation of Mapper
           algorithm for Topological Data Analysis
       created_at: '2022-10-03'
-      stargazers_count: 188
-      watchers_count: 188
+      stargazers_count: 189
+      watchers_count: 189
       open_issues_count: 10
       forks_count: 24
       documentation: https://tda-mapper.readthedocs.io/en/main/
@@ -1033,7 +1138,7 @@
       watchers_count: 23
       open_issues_count: 1
       forks_count: 4
-      documentation:
+      documentation: https://galfitools.readthedocs.io/en/latest/
       contrib_count: 3
       last_commit: '2026-10-06'
   labels:
@@ -1179,13 +1284,13 @@
       description: Open finite element infrastructure for nonlinear
           computational mechanics.
       created_at: '2021-04-22'
-      stargazers_count: 187
-      watchers_count: 187
-      open_issues_count: 5
-      forks_count: 18
+      stargazers_count: 189
+      watchers_count: 189
+      open_issues_count: 4
+      forks_count: 19
       documentation: https://felupe.readthedocs.io/en/stable
-      contrib_count: 7
-      last_commit: '2026-10-14'
+      contrib_count: 8
+      last_commit: '2026-10-31'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1236,13 +1341,13 @@
       description: 'Some data analysis tools for working with historical PV solar
           time-series data sets. '
       created_at: '2019-02-17'
-      stargazers_count: 102
-      watchers_count: 102
+      stargazers_count: 101
+      watchers_count: 101
       open_issues_count: 7
-      forks_count: 37
+      forks_count: 38
       documentation: https://solar-data-tools.readthedocs.io
       contrib_count: 20
-      last_commit: '2026-06-02'
+      last_commit: '2026-10-21'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1285,13 +1390,13 @@
       name: thztools
       description: Tools for terahertz time-domain spectroscopy (THz-TDS)
       created_at: '2022-11-22'
-      stargazers_count: 31
-      watchers_count: 31
+      stargazers_count: 33
+      watchers_count: 33
       open_issues_count: 4
       forks_count: 17
       documentation: https://dodge-research-group.github.io/thztools/
       contrib_count: 16
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-28'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1342,7 +1447,7 @@
       created_at: '2023-10-26'
       stargazers_count: 66
       watchers_count: 66
-      open_issues_count: 10
+      open_issues_count: 11
       forks_count: 19
       documentation: https://worldbank.github.io/blackmarblepy/
       contrib_count: 7
@@ -1392,13 +1497,13 @@
       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: 66
-      watchers_count: 66
-      open_issues_count: 108
-      forks_count: 30
+      stargazers_count: 67
+      watchers_count: 67
+      open_issues_count: 115
+      forks_count: 31
       documentation: https://www.montepy.org/
-      contrib_count: 13
-      last_commit: '2026-10-08'
+      contrib_count: 14
+      last_commit: '2026-10-26'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1442,13 +1547,13 @@
       name: great-tables
       description: Make awesome display tables using Python
       created_at: '2022-05-06'
-      stargazers_count: 2899
-      watchers_count: 2899
-      open_issues_count: 71
-      forks_count: 138
+      stargazers_count: 2916
+      watchers_count: 2916
+      open_issues_count: 78
+      forks_count: 148
       documentation: https://posit-dev.github.io/great-tables/
-      contrib_count: 42
-      last_commit: '2026-10-15'
+      contrib_count: 50
+      last_commit: '2026-10-31'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1501,11 +1606,11 @@
       created_at: '2015-09-30'
       stargazers_count: 227
       watchers_count: 227
-      open_issues_count: 73
-      forks_count: 185
+      open_issues_count: 81
+      forks_count: 188
       documentation: https://stingray.science/stingray
-      contrib_count: 61
-      last_commit: '2026-10-12'
+      contrib_count: 62
+      last_commit: '2026-10-30'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1705,13 +1810,13 @@
       description: Python (and C++) interface to PartMC with Jupyter/Python,
           Julia and Matlab examples
       created_at: '2021-10-26'
-      stargazers_count: 31
-      watchers_count: 31
-      open_issues_count: 67
+      stargazers_count: 32
+      watchers_count: 32
+      open_issues_count: 64
       forks_count: 16
       documentation: https://open-atmos.github.io/PyPartMC/
       contrib_count: 11
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-20'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1758,8 +1863,8 @@
       description: A performance-focused library implementing algorithms for
           simulating network diffusion processes, written in Cython.
       created_at: '2023-12-12'
-      stargazers_count: 8
-      watchers_count: 8
+      stargazers_count: 9
+      watchers_count: 9
       open_issues_count: 2
       forks_count: 2
       documentation: https://eliotwrobson.github.io/CyNetDiff/
@@ -1860,13 +1965,13 @@
       name: pooltool
       description: A sandbox billiards game that emphasizes realistic physics
       created_at: '2020-04-09'
-      stargazers_count: 421
-      watchers_count: 421
-      open_issues_count: 13
-      forks_count: 92
+      stargazers_count: 429
+      watchers_count: 429
+      open_issues_count: 15
+      forks_count: 94
       documentation: https://pooltool.readthedocs.io
       contrib_count: 14
-      last_commit: '2026-10-11'
+      last_commit: '2026-10-25'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1919,7 +2024,7 @@
       forks_count: 8
       documentation: https://martini.readthedocs.io/
       contrib_count: 2
-      last_commit: '2026-09-28'
+      last_commit: '2026-10-28'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1971,7 +2076,7 @@
       created_at: '2021-08-11'
       stargazers_count: 13
       watchers_count: 13
-      open_issues_count: 5
+      open_issues_count: 4
       forks_count: 13
       documentation: https://cosmoglobe.github.io/zodipy/
       contrib_count: 9
@@ -2181,7 +2286,7 @@
       forks_count: 11
       documentation: https://xnemogcm.readthedocs.io/
       contrib_count: 6
-      last_commit: '2026-10-08'
+      last_commit: '2026-10-25'
   labels:
     - 6/pyOS-approved
   active: true
@@ -2232,13 +2337,13 @@
       description: A Python library for simulating finite automata, pushdown
           automata, and Turing machines
       created_at: '2016-02-16'
-      stargazers_count: 412
-      watchers_count: 412
+      stargazers_count: 413
+      watchers_count: 413
       open_issues_count: 11
       forks_count: 72
       documentation: https://caleb531.github.io/automata/
       contrib_count: 19
-      last_commit: '2026-06-25'
+      last_commit: '2026-10-28'
   labels:
     - 6/pyOS-approved
   active: true
@@ -2272,7 +2377,7 @@
   version_accepted: TBD
   date_accepted: '2026-03-11'
   created_at: 2023-11-17 20:39:40+00:00
-  updated_at: 2026-09-25 15:50:57+00:00
+  updated_at: 2026-10-19 20:43:35+00:00
   closed_at:
   issue_link: https://github.com/pyOpenSci/software-submission/issues/150
   joss:
@@ -2282,15 +2387,16 @@
       description: Visualize/test models for visual representation by
           synthesizing images.
       created_at: '2019-06-18'
-      stargazers_count: 95
-      watchers_count: 95
-      open_issues_count: 92
+      stargazers_count: 96
+      watchers_count: 96
+      open_issues_count: 94
       forks_count: 20
       documentation:
       contrib_count: 20
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-29'
   labels:
     - 6/pyOS-approved
+    - joss-submission-pending
   active: true
 - package_name: SLEPLET
   package_description: Slepian Scale-Discretised Wavelets in Python
@@ -2405,13 +2511,13 @@
       name: sunpy
       description: SunPy - Python for Solar Physics
       created_at: '2011-08-06'
-      stargazers_count: 1040
-      watchers_count: 1040
-      open_issues_count: 313
-      forks_count: 693
+      stargazers_count: 1050
+      watchers_count: 1050
+      open_issues_count: 316
+      forks_count: 697
       documentation: https://www.sunpy.org
       contrib_count: 259
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-28'
   labels:
     - 6/pyOS-approved
   active: true
@@ -2456,7 +2562,7 @@
       created_at: '2023-08-17'
       stargazers_count: 34
       watchers_count: 34
-      open_issues_count: 22
+      open_issues_count: 23
       forks_count: 16
       documentation: https://ncompare.readthedocs.io
       contrib_count: 7
@@ -2604,13 +2710,13 @@
       description: Quickly search, compare, and analyze genomic and
           metagenomic data sets.
       created_at: '2016-04-09'
-      stargazers_count: 556
-      watchers_count: 556
-      open_issues_count: 849
-      forks_count: 93
+      stargazers_count: 559
+      watchers_count: 559
+      open_issues_count: 851
+      forks_count: 94
       documentation: https://sourmash.readthedocs.io/en/latest/
       contrib_count: 46
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-26'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -2704,11 +2810,11 @@
       created_at: '2022-04-22'
       stargazers_count: 103
       watchers_count: 103
-      open_issues_count: 7
-      forks_count: 6
+      open_issues_count: 6
+      forks_count: 7
       documentation: https://jacksonburns.github.io/astartes/
-      contrib_count: 3
-      last_commit: '2025-09-30'
+      contrib_count: 4
+      last_commit: '2026-10-26'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -2765,13 +2871,13 @@
       description: CompleX Group Interactions (XGI) is a Python package for
           higher-order networks.
       created_at: '2021-09-08'
-      stargazers_count: 258
-      watchers_count: 258
-      open_issues_count: 49
+      stargazers_count: 259
+      watchers_count: 259
+      open_issues_count: 42
       forks_count: 52
       documentation: https://xgi.readthedocs.io
       contrib_count: 25
-      last_commit: '2026-10-13'
+      last_commit: '2026-10-30'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -2820,13 +2926,13 @@
       description: A unifying framework for biomedical research knowledge
           graphs
       created_at: '2021-09-10'
-      stargazers_count: 338
-      watchers_count: 338
-      open_issues_count: 185
-      forks_count: 57
+      stargazers_count: 343
+      watchers_count: 343
+      open_issues_count: 187
+      forks_count: 58
       documentation: https://biocypher.org
       contrib_count: 23
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-15'
   labels:
     - 6/pyOS-approved
   active: true
@@ -3075,11 +3181,11 @@
       created_at: '2019-11-11'
       stargazers_count: 158
       watchers_count: 158
-      open_issues_count: 92
+      open_issues_count: 109
       forks_count: 16
       documentation: https://python-graphblas.readthedocs.io/en/stable/
       contrib_count: 11
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-29'
   labels:
     - 6/pyOS-approved
   active: true
@@ -3125,13 +3231,13 @@
       description: 'Library of derived climate variables, ie climate indicators,
           based on xarray. '
       created_at: '2018-07-27'
-      stargazers_count: 406
-      watchers_count: 406
-      open_issues_count: 44
-      forks_count: 79
+      stargazers_count: 409
+      watchers_count: 409
+      open_issues_count: 46
+      forks_count: 80
       documentation: https://xclim.readthedocs.io/en/stable/
       contrib_count: 47
-      last_commit: '2026-10-13'
+      last_commit: '2026-10-28'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -3335,13 +3441,13 @@
       name: pygmt
       description: A Python interface for the Generic Mapping Tools.
       created_at: '2017-03-17'
-      stargazers_count: 876
-      watchers_count: 876
+      stargazers_count: 880
+      watchers_count: 880
       open_issues_count: 187
-      forks_count: 255
+      forks_count: 259
       documentation: https://www.pygmt.org
-      contrib_count: 57
-      last_commit: '2026-10-14'
+      contrib_count: 59
+      last_commit: '2026-10-28'
   labels:
     - 6/pyOS-approved
   active: true
@@ -3580,8 +3686,8 @@
       name: phenopype
       description: A phenotyping pipeline for Python
       created_at: '2022-01-04'
-      stargazers_count: 15
-      watchers_count: 15
+      stargazers_count: 16
+      watchers_count: 16
       open_issues_count: 1
       forks_count: 4
       documentation: https://www.phenopype.org
@@ -3631,13 +3737,13 @@
       description: A set of tools for getting the most from your geochemical
           data.
       created_at: '2018-06-13'
-      stargazers_count: 174
-      watchers_count: 174
-      open_issues_count: 11
+      stargazers_count: 178
+      watchers_count: 178
+      open_issues_count: 14
       forks_count: 53
       documentation: https://pyrolite.readthedocs.io
       contrib_count: 15
-      last_commit: '2026-10-14'
+      last_commit: '2026-10-26'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -3681,8 +3787,8 @@
       description: MovingPandas - a Python library for movement data
           exploration and analysis
       created_at: '2018-12-16'
-      stargazers_count: 1419
-      watchers_count: 1419
+      stargazers_count: 1421
+      watchers_count: 1421
       open_issues_count: 36
       forks_count: 215
       documentation: https://movingpandas.org
@@ -3729,13 +3835,13 @@
       description: A light-weight, flexible, and expressive statistical data
           testing library
       created_at: '2018-11-01'
-      stargazers_count: 4481
-      watchers_count: 4481
-      open_issues_count: 454
-      forks_count: 474
+      stargazers_count: 4506
+      watchers_count: 4506
+      open_issues_count: 460
+      forks_count: 500
       documentation: https://www.union.ai/pandera
-      contrib_count: 224
-      last_commit: '2026-10-14'
+      contrib_count: 242
+      last_commit: '2026-10-30'
   labels:
     - 6/pyOS-approved
   active: true
@@ -3834,8 +3940,8 @@
       description: A package built to support working with spatial data using
           open source python
       created_at: '2018-02-20'
-      stargazers_count: 537
-      watchers_count: 537
+      stargazers_count: 538
+      watchers_count: 538
       open_issues_count: 45
       forks_count: 166
       documentation: https://earthpy.readthedocs.io