diff --git a/_data/contributors.yml b/_data/contributors.yml
index 1acc7729..d4401a38 100644
--- a/_data/contributors.yml
+++ b/_data/contributors.yml
@@ -488,6 +488,7 @@
   packages_submitted:
   packages_reviewed:
     - movingpandas
+    - pyinterpolate
   location: Prague
   email: martin@martinfleischmann.net
 - name: Yuvi Panda
@@ -746,15 +747,19 @@
     - editor
     - eic
     - guidebook-contrib
+    - maintainer
     - package-guide
     - peer-review
     - reviewer
+    - submitting-author
   packages_eic:
+    - galassify
     - galfitools
   packages_editor:
     - sleplet
     - xgi
   packages_submitted:
+    - pyinterpolate
   packages_reviewed:
     - pygmt
   location:
@@ -4417,6 +4422,7 @@
     - web-contrib
   packages_eic:
     - cheminformant
+    - pyinterpolate
   packages_editor:
     - cheminformant
   packages_submitted:
@@ -5452,6 +5458,7 @@
   packages_eic:
   packages_editor:
     - eomaps
+    - pyinterpolate
     - thztools
   packages_submitted:
   packages_reviewed:
@@ -8356,6 +8363,7 @@
   packages_eic:
   packages_editor:
     - ams
+    - galassify
   packages_submitted:
   packages_reviewed:
     - quadratik
@@ -8501,11 +8509,14 @@
   board: false
   contributor_type:
     - package-guide
+    - peer-review
+    - reviewer
     - web-contrib
   packages_eic:
   packages_editor:
   packages_submitted:
   packages_reviewed:
+    - galassify
   location: Omaha, NE
   email: erik@erikwhiting.com
 - name:
@@ -8672,7 +8683,7 @@
   mastodon:
   orcidid:
   partners:
-  website: https://astro.utoronto.ca/~patil
+  website:
   board: false
   contributor_type:
     - peer-review
@@ -8967,7 +8978,7 @@
   mastodon:
   orcidid:
   partners:
-  website: https://www.atmos.illinois.edu/~nriemer
+  website:
   board: false
   contributor_type:
     - maintainer
@@ -9530,10 +9541,13 @@
   board: false
   contributor_type:
     - package-guide
+    - peer-review
+    - reviewer
   packages_eic:
   packages_editor:
   packages_submitted:
   packages_reviewed:
+    - galassify
   location: Bangalore. India
   email:
 - name: Zac Warham
@@ -9652,6 +9666,7 @@
   packages_submitted:
   packages_reviewed:
     - felupe
+    - pyinterpolate
   location: Montreal, QC, CANADA
   email:
 - name: Jinning Wang
@@ -10068,7 +10083,7 @@
   mastodon:
   orcidid:
   partners:
-  website: https://mandymoore.tech
+  website:
   board: false
   contributor_type:
     - web-contrib
@@ -11232,3 +11247,62 @@
   packages_reviewed:
   location: Sinaloa, Mexico
   email:
+- name:
+  github_username: Manalclay
+  github_image_id: 166520075
+  title:
+  sort:
+  bio:
+  organization:
+  date_added: '2025-12-06'
+  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:
+    - galassify
+  packages_reviewed:
+  location:
+  email:
+- name: Andoni
+  github_username: andonij
+  github_image_id: 91870745
+  title:
+  sort:
+  bio:
+  organization: UGR
+  date_added: '2025-12-06'
+  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
+  packages_eic:
+  packages_editor:
+  packages_submitted:
+    - galassify
+  packages_reviewed:
+  location: Spain
+  email:
diff --git a/_data/packages.yml b/_data/packages.yml
index fda8a0ad..4d62ea3d 100644
--- a/_data/packages.yml
+++ b/_data/packages.yml
@@ -40,10 +40,10 @@
       description: ⚗️ An all-in-one solution for chemical property retrieval
           from PubChem.
       created_at: '2024-01-21'
-      stargazers_count: 24
-      watchers_count: 3
+      stargazers_count: 29
+      watchers_count: 4
       open_issues_count: 0
-      forks_count: 2
+      forks_count: 4
       documentation: https://hezhiang.com/cheminformant_real.html
       contrib_count: 2
       last_commit: '2025-10-15'
@@ -51,6 +51,53 @@
     - 6/pyOS-approved
     - joss-fast-track
   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
+  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://doi.org/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: 2025-12-03 17:37:41+00:00
+  closed_at:
+  issue_link: https://github.com/pyOpenSci/software-submission/issues/250
+  joss: https://doi.org/10.21105/joss.02869
+  partners:
+  gh_meta:
+      name: pyinterpolate
+      description: Kriging | Poisson Kriging | Variogram Analysis
+      created_at: '2018-04-16'
+      stargazers_count: 169
+      watchers_count: 2
+      open_issues_count: 7
+      forks_count: 28
+      documentation: https://pyinterpolate.readthedocs.io/en/stable/
+      contrib_count: 13
+      last_commit: '2025-11-23'
+  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
@@ -191,13 +238,13 @@
       description: Blocking records for record linkage and data deduplication
           based on ANN algorithms in Python.
       created_at: '2024-10-11'
-      stargazers_count: 15
+      stargazers_count: 17
       watchers_count: 1
-      open_issues_count: 2
+      open_issues_count: 0
       forks_count: 1
       documentation: https://blockingpy.readthedocs.io/en/latest/
       contrib_count: 1
-      last_commit: '2025-10-10'
+      last_commit: '2025-11-28'
   labels:
     - 6/pyOS-approved
   active: true
@@ -321,7 +368,7 @@
   version_accepted: 1.18.0
   date_accepted: '2025-10-30'
   created_at: 2024-12-07 00:28:52+00:00
-  updated_at: 2025-11-06 00:30:50+00:00
+  updated_at: 2025-11-30 19:02:03+00:00
   closed_at:
   issue_link: https://github.com/pyOpenSci/software-submission/issues/220
   joss:
@@ -334,14 +381,55 @@
       stargazers_count: 17
       watchers_count: 1
       open_issues_count: 0
-      forks_count: 2
+      forks_count: 3
       documentation:
       contrib_count: 1
-      last_commit: '2025-11-05'
+      last_commit: '2025-11-20'
   labels:
     - 6/pyOS-approved
+    - 7/under-joss-review
     - 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/
+  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:
+  version_accepted: v2.0.0
+  date_accepted: '2025-11-16'
+  created_at: 2024-09-30 09:12:52+00:00
+  updated_at: 2025-11-17 05:49:36+00:00
+  closed_at:
+  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
@@ -406,7 +494,7 @@
     - name: Andreas Dutzler
       github_username: adtzlr
   repository_link: https://github.com/adtzlr/felupe
-  version_submitted: ~v9.0.0~ v9.1.0 (updated on 2024-11-23)
+  version_submitted: v9.1.0
   categories:
     - data-retrieval
     - data-extraction
@@ -427,23 +515,23 @@
   version_accepted: 9.4.0
   date_accepted: 2025-9-18
   created_at: 2024-09-14 22:37:44+00:00
-  updated_at: 2025-10-13 21:20:25+00:00
-  closed_at:
+  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:
+  joss: https://doi.org/10.21105/joss.09160
   partners:
   gh_meta:
       name: felupe
       description: finite element analysis for continuum mechanics of solid
           bodies
       created_at: '2021-04-22'
-      stargazers_count: 147
+      stargazers_count: 149
       watchers_count: 4
       open_issues_count: 7
       forks_count: 16
       documentation: https://felupe.readthedocs.io/en/stable
       contrib_count: 4
-      last_commit: '2025-11-11'
+      last_commit: '2025-11-28'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -493,13 +581,13 @@
       description: 'Some data analysis tools for working with historical PV solar
           time-series data sets. '
       created_at: '2019-02-17'
-      stargazers_count: 86
+      stargazers_count: 89
       watchers_count: 9
       open_issues_count: 3
       forks_count: 29
       documentation: https://solar-data-tools.readthedocs.io
       contrib_count: 20
-      last_commit: '2025-10-31'
+      last_commit: '2025-11-25'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -541,10 +629,10 @@
       name: thztools
       description: Tools for terahertz time-domain spectroscopy (THz-TDS)
       created_at: '2022-11-22'
-      stargazers_count: 20
+      stargazers_count: 21
       watchers_count: 2
-      open_issues_count: 3
-      forks_count: 13
+      open_issues_count: 5
+      forks_count: 14
       documentation: https://dodge-research-group.github.io/thztools/
       contrib_count: 5
       last_commit: '2024-12-03'
@@ -595,11 +683,11 @@
       created_at: '2024-01-09'
       stargazers_count: 48
       watchers_count: 4
-      open_issues_count: 108
+      open_issues_count: 106
       forks_count: 18
       documentation: https://www.montepy.org/
-      contrib_count: 7
-      last_commit: '2025-10-30'
+      contrib_count: 8
+      last_commit: '2025-11-24'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -642,10 +730,10 @@
       name: great-tables
       description: Make awesome display tables using Python
       created_at: '2022-05-06'
-      stargazers_count: 2529
+      stargazers_count: 2554
       watchers_count: 14
-      open_issues_count: 127
-      forks_count: 108
+      open_issues_count: 128
+      forks_count: 109
       documentation: https://posit-dev.github.io/great-tables/
       contrib_count: 25
       last_commit: '2025-10-31'
@@ -698,7 +786,7 @@
       description: Anything can happen in the next half hour (including
           spectral timing made easy)!
       created_at: '2015-09-30'
-      stargazers_count: 205
+      stargazers_count: 206
       watchers_count: 16
       open_issues_count: 49
       forks_count: 167
@@ -861,11 +949,11 @@
       created_at: '2021-10-26'
       stargazers_count: 31
       watchers_count: 5
-      open_issues_count: 47
+      open_issues_count: 49
       forks_count: 14
       documentation: https://open-atmos.github.io/PyPartMC/
       contrib_count: 9
-      last_commit: '2025-11-09'
+      last_commit: '2025-11-21'
   labels:
     - 6/pyOS-approved
   active: true
@@ -949,12 +1037,12 @@
       github_username: AlirezaAlamgir
     - name: Kavian Mashayekhi
       github_username: Kawians
-  archive:
+  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: 2025-11-08 02:13:17+00:00
-  closed_at:
+  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:
@@ -1011,13 +1099,13 @@
       name: pooltool
       description: A sandbox billiards game that emphasizes realistic physics
       created_at: '2020-04-09'
-      stargazers_count: 301
+      stargazers_count: 316
       watchers_count: 13
       open_issues_count: 4
-      forks_count: 57
+      forks_count: 63
       documentation: https://pooltool.readthedocs.io
       contrib_count: 9
-      last_commit: '2025-11-01'
+      last_commit: '2025-11-12'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1069,7 +1157,7 @@
       forks_count: 7
       documentation: https://martini.readthedocs.io/
       contrib_count: 1
-      last_commit: '2025-10-23'
+      last_commit: '2025-11-25'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1118,13 +1206,13 @@
       description: 'Astropy-affiliated package for zodiacal light simulations. Maintainers:
           @metinsa, @hermda02, @dncnwtts'
       created_at: '2021-08-11'
-      stargazers_count: 12
+      stargazers_count: 13
       watchers_count: 2
       open_issues_count: 2
       forks_count: 10
       documentation: https://cosmoglobe.github.io/zodipy/
       contrib_count: 8
-      last_commit: '2025-10-27'
+      last_commit: '2025-11-24'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1225,7 +1313,7 @@
       stargazers_count: 31
       watchers_count: 2
       open_issues_count: 30
-      forks_count: 7
+      forks_count: 6
       documentation: https://petrofit.readthedocs.io
       contrib_count: 3
       last_commit: '2025-08-22'
@@ -1277,7 +1365,7 @@
       forks_count: 9
       documentation: https://usepa.github.io/harmonize-wq/
       contrib_count: 6
-      last_commit: '2025-11-05'
+      last_commit: '2025-12-05'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1374,9 +1462,9 @@
       description: A Python library for simulating finite automata, pushdown
           automata, and Turing machines
       created_at: '2016-02-16'
-      stargazers_count: 391
+      stargazers_count: 393
       watchers_count: 7
-      open_issues_count: 13
+      open_issues_count: 14
       forks_count: 69
       documentation: https://caleb531.github.io/automata/
       contrib_count: 18
@@ -1427,7 +1515,7 @@
       forks_count: 1
       documentation: https://pypi.org/project/sleplet
       contrib_count: 5
-      last_commit: '2025-11-04'
+      last_commit: '2025-12-02'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1495,13 +1583,13 @@
       name: sunpy
       description: SunPy - Python for Solar Physics
       created_at: '2011-08-06'
-      stargazers_count: 985
-      watchers_count: 45
-      open_issues_count: 264
-      forks_count: 624
+      stargazers_count: 987
+      watchers_count: 43
+      open_issues_count: 270
+      forks_count: 630
       documentation: https://www.sunpy.org
-      contrib_count: 242
-      last_commit: '2025-11-11'
+      contrib_count: 243
+      last_commit: '2025-12-04'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1641,7 +1729,7 @@
       forks_count: 27
       documentation: https://eomaps.readthedocs.io/
       contrib_count: 9
-      last_commit: '2025-06-03'
+      last_commit: '2025-11-18'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1686,13 +1774,13 @@
       description: Quickly search, compare, and analyze genomic and
           metagenomic data sets.
       created_at: '2016-04-09'
-      stargazers_count: 527
-      watchers_count: 16
-      open_issues_count: 752
+      stargazers_count: 530
+      watchers_count: 17
+      open_issues_count: 760
       forks_count: 88
       documentation: https://sourmash.readthedocs.io/en/latest/
       contrib_count: 45
-      last_commit: '2025-11-10'
+      last_commit: '2025-12-01'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1782,7 +1870,7 @@
       name: astartes
       description: Better Data Splits for Machine Learning
       created_at: '2022-04-22'
-      stargazers_count: 89
+      stargazers_count: 90
       watchers_count: 2
       open_issues_count: 7
       forks_count: 5
@@ -1844,10 +1932,10 @@
       description: CompleX Group Interactions (XGI) is a Python package for
           higher-order networks.
       created_at: '2021-09-08'
-      stargazers_count: 226
+      stargazers_count: 227
       watchers_count: 10
-      open_issues_count: 49
-      forks_count: 38
+      open_issues_count: 50
+      forks_count: 39
       documentation: https://xgi.readthedocs.io
       contrib_count: 18
       last_commit: '2025-11-04'
@@ -1898,13 +1986,13 @@
       description: A unifying framework for biomedical research knowledge
           graphs
       created_at: '2021-09-10'
-      stargazers_count: 278
+      stargazers_count: 281
       watchers_count: 7
       open_issues_count: 180
-      forks_count: 41
+      forks_count: 43
       documentation: https://biocypher.org
       contrib_count: 19
-      last_commit: '2025-10-28'
+      last_commit: '2025-12-04'
   labels:
     - 6/pyOS-approved
   active: true
@@ -2146,7 +2234,7 @@
       description: 'Python library for GraphBLAS: high-performance sparse linear
           algebra for scalable graph analytics'
       created_at: '2019-11-11'
-      stargazers_count: 139
+      stargazers_count: 148
       watchers_count: 9
       open_issues_count: 55
       forks_count: 15
@@ -2199,11 +2287,11 @@
       created_at: '2018-07-27'
       stargazers_count: 374
       watchers_count: 14
-      open_issues_count: 38
+      open_issues_count: 40
       forks_count: 68
       documentation: https://xclim.readthedocs.io/en/stable/
-      contrib_count: 41
-      last_commit: '2025-11-10'
+      contrib_count: 42
+      last_commit: '2025-12-01'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -2247,7 +2335,7 @@
       name: crowsetta
       description: A tool to work with any format for annotating animal sounds
       created_at: '2018-12-01'
-      stargazers_count: 58
+      stargazers_count: 59
       watchers_count: 1
       open_issues_count: 41
       forks_count: 4
@@ -2401,13 +2489,13 @@
       name: pygmt
       description: A Python interface for the Generic Mapping Tools.
       created_at: '2017-03-17'
-      stargazers_count: 822
+      stargazers_count: 830
       watchers_count: 26
       open_issues_count: 138
       forks_count: 226
       documentation: https://www.pygmt.org
       contrib_count: 50
-      last_commit: '2025-11-11'
+      last_commit: '2025-12-06'
   labels:
     - 6/pyOS-approved
   active: true
@@ -2498,7 +2586,7 @@
       description: A bioinformatics API to interface with public multi-omics
           bio databases for wicked fast data integration.
       created_at: '2018-03-16'
-      stargazers_count: 35
+      stargazers_count: 36
       watchers_count: 4
       open_issues_count: 6
       forks_count: 10
@@ -2691,7 +2779,7 @@
       description: A set of tools for getting the most from your geochemical
           data.
       created_at: '2018-06-13'
-      stargazers_count: 150
+      stargazers_count: 151
       watchers_count: 5
       open_issues_count: 13
       forks_count: 44
@@ -2740,10 +2828,10 @@
       description: Movement trajectory classes and functions built on top of
           GeoPandas
       created_at: '2018-12-16'
-      stargazers_count: 1353
+      stargazers_count: 1360
       watchers_count: 39
       open_issues_count: 33
-      forks_count: 202
+      forks_count: 201
       documentation: https://movingpandas.org
       contrib_count: 40
       last_commit: '2025-11-11'
@@ -2787,13 +2875,13 @@
       description: A light-weight, flexible, and expressive statistical data
           testing library
       created_at: '2018-11-01'
-      stargazers_count: 4079
-      watchers_count: 21
-      open_issues_count: 429
-      forks_count: 360
+      stargazers_count: 4108
+      watchers_count: 20
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       documentation: https://www.union.ai/pandera
-      contrib_count: 168
-      last_commit: '2025-11-10'
+      contrib_count: 170
+      last_commit: '2025-11-25'
   labels:
     - 6/pyOS-approved
   active: true
@@ -2834,7 +2922,7 @@
       description: Construct, deconstruct, convert, execute, and prepare
           slides from Jupyter notebooks
       created_at: '2018-09-05'
-      stargazers_count: 34
+      stargazers_count: 35
       watchers_count: 0
       open_issues_count: 0
       forks_count: 6