diff --git a/_data/contributors-test.yml b/_data/contributors-test.yml
new file mode 100644
index 00000000..784a0a39
--- /dev/null
+++ b/_data/contributors-test.yml
@@ -0,0 +1,567 @@
+# Staff goes here
+- name: "Leah Wasser"
+  sort: 1
+  bio: "Executive Director, pyOpenSci"
+  organization: "pyOpenSci"
+  github_username: "lwasser"
+  github_image_id: 7649194 # You can find this by right clicking on the image in your bio, and copying the link. the last part contains a 7 digit number that is your avatar image!
+  title: "Executive Director"
+  twitter: "leahawasser"
+  mastodon: "https://fosstodon.org/@leahawasser"
+  orcidid: 0000-0002-8177-6550
+  website: "https://www.leahwasser.com"
+  board: true
+  contributor_type:
+    - leadership
+    - current editor
+    - package-maintainer
+  packages-editor: ["errdapy", "pandera", "nbless"]
+  packages-submitted: ["earthpy"]
+  packages-reviewed: [""]
+- name: Tracy Teal
+  sort: 2
+  bio: ''
+  organization: "RStudio"
+  twitter: "tracykteal"
+  github_username: "tracykteal"
+  github_image_id: 889238 # You can find this by right clicking on the image in your bio, and copying the link. the last part contains a 7 digit number that is your avatar image!
+  title: "Board chair"
+  board: true
+- name: "Karen Cranston"
+  sort: 3
+  title: ""
+  bio: ''
+  organization: ""
+  twitter: kcranstn
+  mastodon:
+  orcidid:
+  website:
+  github_username: kcranston
+  github_image_id: 312034
+  board: true
+## Advisory council
+- name: "Chris Holdgraf"
+  advisory: true
+  bio: "Executive Director, 2i2c"
+  organization: "2i2c, Project Jupyter"
+  github_username: "choldgraf"
+  github_image_id: 1839645
+  twitter: "choldgraf"
+  mastodon: "https://hachyderm.io/@choldgraf"
+  orcidid: "0000-0002-2391-0678"
+  website: "https://chrisholdgraf.com"
+  contributor_type:
+    #- contributor
+  packages-submitted: [""]
+  packages-reviewed: ["erdapy"]
+  packages-editor: [""]
+- name: Leonardo Uieda
+  advisory: true
+  bio: ''
+  organization: "University of Liverpool, JOSS"
+  github_username: leouieda
+  github_image_id: 290082
+  twitter:
+  mastodon:
+  orcidid:
+  website: https://www.leouieda.com
+  contributor_type:
+    #- contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Ivan Ogasawara
+  sort: 1
+  advisory: true
+  bio: 'I had the opportunity to develop in multiple programming languages, such as Python, C++, Javascript, PHP, VB, JAVA, ShellScript for back-end, front-end, besides promoting DevOps and packaging'
+  organization: "Open Science Labs, ArxLang"
+  github_username: xmnlab
+  github_image_id: 5209757
+  twitter: "xmnlab"
+  mastodon:
+  orcidid: 0000-0001-5049-4289
+  website: "https://xmnlab.github.io"
+  #title: "Alumni Editor"
+  editor: #true # can say emeritus when they step down?
+  contributor_type:
+    - reviewer
+    - alumni-editor
+  packages-submitted: [""]
+  packages-reviewed: ["pandera"]
+  packages-editor: ["sevivi"]
+- name: Filipe Fernandes
+  advisory: true
+  bio: 'Physical Oceanographer'
+  organization: "IOOS, Conda-Forge"
+  github_username: ocefpaf
+  github_image_id: 950575
+  twitter: ocefpaf
+  # mastodon: "https://scicomm.xyz/@ocefpaf"
+  orcidid: 0000-0003-4165-2913
+  website:
+  contributor_type:
+    #- contributor #commented out because has an advisory role
+  packages-submitted: ["errdapy"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: "Lindsey Heagy"
+  advisory: true
+  bio: 'Assistant Professor'
+  organization: "UBC EOAS"
+  github_username: "lheagy"
+  github_image_id: 6361812
+  twitter: "lindsey_jh"
+  mastodon: 
+  orcidid:
+  website: "https://lindseyjh.ca/"
+  contributor_type:
+    #- contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Martin Fleischmann
+  advisory: true
+  bio: 'Urban Data Scientist'
+  organization: "Charles University in Prague, University of Liverpool"
+  github_username: martinfleis
+  github_image_id: 36797143
+  twitter: martinfleis
+  mastodon: "https://fosstodon.org/@martinfleis"
+  orcidid: 0000-0003-3319-3366
+  website:
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["movingpandas"]
+- name: Yuvi Panda
+  advisory: true
+  bio: 'Open Source Infrastructure Engineer'
+  organization: "Project Jupyter"
+  github_username: yuvipanda
+  github_image_id: 30430
+  twitter: 
+  mastodon: https://hachyderm.io/@yuvipanda
+  orcidid: 
+  website: https://words.yuvi.in
+  contributor_type: []
+  packages-submitted: [""]
+  packages-reviewed: [""]
+# Editors
+- name: Ariane Sasso
+  bio: 'Researcher in Medical Informatics and Digital Health'
+  organization: "Hasso Plattner Institute"
+  title: "Editor"
+  github_username: arianesasso
+  github_image_id: 3659681
+  editorial-board: true
+  twitter:
+  mastodon:
+  orcidid:
+  website:
+  contributor_type:
+    - package-maintainer
+    - editor
+  packages-editor: ["pyteny"]
+  packages-submitted: ["devicely"]
+  packages-reviewed: [""]
+- name: David Nicholson
+  sort: 2
+  title: "Editor in Chief"
+  editorial-board: true
+  bio: 'Bio goes here just a sentence or two is great!'
+  organization: ""
+  github_username: NickleDave
+  github_image_id: 11934090
+  twitter: nicholdav
+  mastodon: https://fosstodon.org/@nicholdav
+  orcidid: 0000-0002-4261-4719
+  website: https://nicholdav.info/
+  contributor_type:
+    - current editor
+    - contributor
+  packages-submitted: [""]
+  packages-reviewed: ["pydov"]
+  packages-editor: ["openomics", "physcraper", "pystiche"]
+- name: Chiara Marmo
+  bio: 'Research Software Engineer, geospatial, planetary and astronomy data.'
+  organization: ""
+  title: "Editor"
+  github_username: cmarmo
+  github_image_id: 1662261
+  editorial-board: true
+  twitter:
+  mastodon:
+  orcidid: 0000-0003-2843-6044
+  website: https://cmarmo.github.io
+  contributor_type:
+    - editor
+  packages-editor: ["crowsetta"]
+  packages-submitted: [""]
+  packages-reviewed: [""]
+- name: Jenny Palomino
+  bio: 'Technical Curriculum Developer for Data Engineering'
+  title: "Editor"
+  organization: "Google Cloud Learning Services"
+  github_username: jlpalomino
+  github_image_id: 4017492
+  editorial-board: true
+  twitter:
+  mastodon:
+  orcidid:
+  website:
+  contributor_type:
+    - reviewer
+    - contributor
+  focus-areas: ["gis", "spatial-remote-sensing", "database"]
+  packages-editor: [""]
+  packages-submitted: ["earthpy"]
+  packages-reviewed: ["erddapy"]
+- name: Anita Graser
+  bio: 'Researcher, open source GIS developer and author.'
+  organization: "AIT Austrian Institute of Technology"
+  title: "Editor"
+  editorial-board: true
+  focus-areas: ["gis", "spatial-vector-data"]
+  github_username: anitagraser
+  github_image_id: 590385
+  mastodon:
+  orcidid:
+  website:
+  contributor_type:
+    - package-maintainer
+  packages-submitted: ["movingpandas"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+  twitter: "underdarkGIS"
+- name: Alex Batisse
+  bio: "Software engineer & Data scientist."
+  organization:
+  title: "Editor"
+  editorial-board: true
+  focus-areas: ["analytics", "data visualization"]
+  github_username: batalex
+  github_image_id: 11004857
+  mastodon: https://fosstodon.org/@batalex
+  orcidid:
+  website: https://batalex.github.io/
+  contributor_type:
+    - editor
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["Pynteny"]
+  packages-editor: ["Xclim"]
+  twitter:
+# Reviewers & maintainers go here
+- name: Chris Holdgraf
+  bio: 'Bio Here'
+  organization: "Berkeley Bids, Project Jupyter, Binder"
+  github_username: choldgraf
+  github_image_id: 1839645
+  twitter:
+  mastodon:
+  orcidid:
+  website:
+  contributor_type:
+    - leadership
+    - editor
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["erdapy"]
+- name: Max Joseph
+  bio: 'Data Scientist'
+  organization: "Earth Lab, University of Colorado - Boulder"
+  github_username: mbjoseph
+  github_image_id: 2664564
+  twitter:
+  mastodon:
+  orcidid:
+  website:
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["pandera"]
+- name: Luiz Irber
+  bio: ''
+  organization: "DIB Lab -- UC Davis"
+  github_username: luizirber
+  github_image_id: 6642
+  contributor_type:
+    - editor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: ["earthpy"]
+- name: Paige Bailey
+  bio: ''
+  organization: "Google"
+  github_username: dynamicwebpaige
+  github_image_id: 3712347
+  contributor_type:
+    - contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Carson Farmer
+  bio: ''
+  organization: "Textileio"
+  github_username: carsonfarmer
+  github_image_id: 1220613
+  contributor_type:
+    - contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Joe Hamman
+  bio: ''
+  organization: "NCAR, Pangeo"
+  github_username: jhamman
+  github_image_id: 2443309
+  contributor_type:
+    - contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Kylen Solvik
+  bio: ''
+  organization: "CU Boulder"
+  github_username: ksolvik
+  github_image_id: 24379590
+  contributor_type:
+    - contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Martin Skarzynski
+  bio: ''
+  organization: "NCI Biostatistics Branch"
+  github_username: marskar
+  github_image_id: 12806339
+  contributor_type:
+    - contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Mike Trizna
+  bio: ''
+  organization: ""
+  github_username: MikeTrizna
+  github_image_id: 472677
+  contributor_type:
+    - contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Neil Chue Hong
+  bio: ''
+  organization: "Software Sustainability Institute"
+  github_username: npch
+  github_image_id: 1507151
+  contributor_type:
+    - contributor
+  packages-submitted: [""]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Niels Bantilan
+  bio: ''
+  organization: ""
+  github_username: cosmicBboy
+  github_image_id: 2816689
+  contributor_type:
+    - contributor
+    - package-maintainer
+  packages-submitted: ["pandera"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Sean Gillies
+  bio: ''
+  organization: "Mapbox"
+  github_username: sgillies
+  github_image_id: 33697
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["earthpy"]
+  packages-editor: [""]
+- name: Rohit Goswami
+  bio: ''
+  organization: "University of Iceland"
+  github_username: HaoZeke
+  github_image_id: 4336207
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["earthpy"]
+  packages-editor: [""]
+- name: Morgan Williams
+  bio: 'Postdoctoral Fellow, Geoscience Analytics'
+  organization: "CSIRO"
+  github_username: morganjwilliams
+  github_image_id: 11415019
+  contributor_type:
+    - package-maintainer
+  packages-submitted: ["pyrolite"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Philip Meier
+  bio: 'PhD student working on Neural Style Transfer'
+  organization: "Quansight"
+  github_username: pmeier
+  github_image_id: 6849766
+  contributor_type:
+    - package-maintainer
+    - reviewer
+  packages-submitted: ["pystiche"]
+  packages-reviewed: ["sevivi"]
+  packages-editor: [""]
+- name: Edgar Riba
+  bio: "Computer Vision Research Engineer"
+  organization: "Farm-ng, Kornia/OpenCV.org"
+  github_username: edgarriba
+  github_image_id: 5157099
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["pystiche", "sevivi"]
+  packages-editor: [""]
+- name: DOV-Vlaanderen
+  bio: ''
+  organization: "DOV-Vlaanderen"
+  github_username: DOV-Vlaanderen
+  github_image_id: 24718915
+  contributor_type:
+    - package-maintainer
+  packages-submitted: ["pydov"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Roel Huybrechts
+  bio: ''
+  organization: ""
+  github_username: Roel
+  github_image_id: 140299
+  contributor_type:
+    - package-maintainer
+  packages-submitted: ["pydov"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Stijn Van Hoey
+  bio: ''
+  organization: "Fluves"
+  github_username: stijnvanhoey
+  github_image_id: 754862
+  contributor_type:
+    - package-maintainer
+  packages-submitted: ["pydov"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Pieter Jan Haest
+  bio: ''
+  organization: "De Watergroep"
+  github_username: pjhaest
+  github_image_id: 22764347
+  contributor_type:
+    - package-maintainer
+  packages-submitted: ["pydov"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Nhat (Jonny) Tran
+  bio: ''
+  organization: "University of Texas at Arlington"
+  github_username: JonnyTran
+  github_image_id: 4750391
+  contributor_type:
+    - package-maintainer
+  packages-submitted: ["openomics"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Katharina Sielemann
+  bio: ''
+  organization: "Bielefeld University"
+  github_username: ksielemann
+  github_image_id: 62541949
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["openomics"]
+  packages-editor: [""]
+- name: Moritz Lürig
+  bio: 'postdoc in ecology and evolution'
+  organization: "Lund University"
+  github_username: mluerig
+  github_image_id: 15648068
+  contributor_type:
+    - contributor
+    - package-maintainer
+  packages-submitted: ["phenopype"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Emily Jane McTavish
+  bio: 'Assistant Professor, Life and Environmental Sciences'
+  organization: "University of California, Merced"
+  github_username: snacktavish
+  github_image_id: 1652782
+  contributor_type:
+    - contributor
+    - package-maintainer
+  packages-submitted: ["physcraper"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: Luna L. Sanchez Reyes
+  bio: 'Postdoctoral Researcher: Evolutionary biology and Open Science for phylogenetics research and education.'
+  organization: "University of California, Merced"
+  github_username: LunaSare
+  github_image_id: 26721915
+  contributor_type:
+    - contributor
+    - package-maintainer
+  packages-submitted: ["physcraper"]
+  packages-reviewed: [""]
+  packages-editor: [""]
+- name: K. Arthur Endsley
+  bio: 'Computational Geoscientist'
+  organization: "W.A. Franke College of Forestry and Conservation, University of Montana"
+  github_username: arthur-e
+  github_image_id: 1211103
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["Jointly"]
+  packages-editor: [""]
+- name: Alejandro Sáez Mollejo
+  bio: 'Aerospace engineer'
+  organization: ""
+  github_username: alexs12
+  github_image_id: 6061587
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["jointly"]
+  packages-editor: [""]
+- name: Julius Busecke
+  bio: ''
+  organization: "Columbia University"
+  github_username: jbusecke
+  github_image_id: 14314623
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["PyGMT"]
+  packages-editor: [""]
+- name: Szymon Moliński
+  bio: 'Head of Data Science | Spatial | Time Series'
+  organization: "Digitree S.A. | HackerSpace"
+  github_username: SimonMolinsky
+  github_image_id: 31246246
+  contributor_type:
+    - reviewer
+  packages-submitted: [""]
+  packages-reviewed: ["PyGMT"]
+  packages-editor: [""]
+- name: "Nicolas Palopoli"
+  bio: "Co-Executive Director, MetaDocencia. Adjunct Researcher, Universidad Nacional de Quilmes & CONICET"
+  organization: "MetaDocencia"
+  github_username: "npalopoli"
+  github_image_id: 1713937 # You can find this by right clicking on the image in your bio, and copying the link. the last part contains a 7 digit number that is your avatar image!
+  title: "Co-Executive Director"
+  twitter: "NPalopoli" 
+  mastodon: "https://fediscience.org/@npalopoli"
+  orcidid: ​0000-0001-7925-6436
+  website: https://about.me/npalopoli
diff --git a/_data/contributors.yml b/_data/contributors.yml
index e6093c64..784a0a39 100644
--- a/_data/contributors.yml
+++ b/_data/contributors.yml
@@ -293,7 +293,7 @@
 - name: Paige Bailey
   bio: ''
   organization: "Google"
-  github_username:
+  github_username: dynamicwebpaige
   github_image_id: 3712347
   contributor_type:
     - contributor
@@ -303,7 +303,7 @@
 - name: Carson Farmer
   bio: ''
   organization: "Textileio"
-  github_username:
+  github_username: carsonfarmer
   github_image_id: 1220613
   contributor_type:
     - contributor
@@ -313,7 +313,7 @@
 - name: Joe Hamman
   bio: ''
   organization: "NCAR, Pangeo"
-  github_username:
+  github_username: jhamman
   github_image_id: 2443309
   contributor_type:
     - contributor
@@ -323,7 +323,7 @@
 - name: Kylen Solvik
   bio: ''
   organization: "CU Boulder"
-  github_username:
+  github_username: ksolvik
   github_image_id: 24379590
   contributor_type:
     - contributor
@@ -333,7 +333,7 @@
 - name: Martin Skarzynski
   bio: ''
   organization: "NCI Biostatistics Branch"
-  github_username:
+  github_username: marskar
   github_image_id: 12806339
   contributor_type:
     - contributor
@@ -343,7 +343,7 @@
 - name: Mike Trizna
   bio: ''
   organization: ""
-  github_username:
+  github_username: MikeTrizna
   github_image_id: 472677
   contributor_type:
     - contributor
@@ -353,7 +353,7 @@
 - name: Neil Chue Hong
   bio: ''
   organization: "Software Sustainability Institute"
-  github_username:
+  github_username: npch
   github_image_id: 1507151
   contributor_type:
     - contributor
diff --git a/parse-contributors.py b/parse-contributors.py
new file mode 100644
index 00000000..8060c4c3
--- /dev/null
+++ b/parse-contributors.py
@@ -0,0 +1,122 @@
+import os
+from urllib.request import urlopen
+import json 
+
+import ruamel.yaml
+import pandas as pd
+
+# First get all contribs across repos
+all_files = ["https://raw.githubusercontent.com/pyOpenSci/python-package-guide/main/.all-contributorsrc",
+             "https://raw.githubusercontent.com/pyOpenSci/software-peer-review/main/.all-contributorsrc",
+             "https://raw.githubusercontent.com/pyOpenSci/pyopensci.github.io/main/.all-contributorsrc"]
+
+def flatten_list(l):
+    return [item for sublist in l for item in sublist]   
+
+# Open all contributors, deserialize json to dict / pandas?
+all_contribs = []
+for file in all_files:
+    with urlopen(file) as url:
+        data = json.load(url)
+        all_contribs.append(data["contributors"])
+
+contribs_flat = flatten_list(all_contribs)
+
+all_keys = ["mastodon", "twitter", "bio", "orcidid", 
+            "contributor_type", "packages-submitted", "packages-reviewed"]
+# Modify contribs (turn into function)
+for acontrib in contribs_flat:
+    # Change login: sumit-158 to github username github_username: "lwasser"
+    # change profile profile --> website: "website-here.com"
+    acontrib['github_username'] = acontrib.pop('login')
+    acontrib['website'] = acontrib.pop('profile')
+    # Parse avatar id from string avatar_url: https://avatars.githubusercontent.com/u/118582?v=4 --> github_image_id: 30430
+    gh_avatar_num = acontrib['avatar_url'].rsplit('/', 1)[-1].rsplit('?', 1)[0]
+    # 
+    acontrib['github_image_id'] = acontrib.pop('avatar_url') 
+    acontrib['github_image_id'] = int(gh_avatar_num)
+    # Add keys needed in website yaml
+    for akey in all_keys:
+        # TODO: turn "" or None into a blank in the yaml file
+        acontrib.update({akey:""})
+
+# It's much easier to remove dups with pandas
+contribs_df = pd.DataFrame.from_dict(contribs_flat).sort_values(by=['github_username']).drop_duplicates(subset=['github_username'])
+contribs_df.drop(['contributions'], axis=1, inplace=True)
+contribs_dict = contribs_df.reset_index().to_dict(orient='records')
+
+
+# Next - open the existing yaml file, and look for each "github username"
+# So it comes in as a dict vs ordered dict
+yaml = ruamel.yaml.YAML(typ='safe')
+with open(os.path.join("_data", "contributors.yml"), "r") as contrib_file:
+    web_contribs = yaml.load(contrib_file)
+
+web_contribs_df = pd.DataFrame.from_dict(web_contribs)
+
+# Now compare github user names between contribs_df and web_contribs_df
+web_contribs_df[["name", "github_username"]]   
+
+
+# Diff against the web yaml list - case insensitive
+bool = contribs_df["github_username"].apply(str.lower).isin(web_contribs_df['github_username'].apply(str.lower))
+new_contributors_dict = contribs_df[~bool].reset_index(drop=True, inplace=True).to_dict(orient='records')
+# Add each username that doesn't already exist in the file to the bottom of the file
+
+
+with open(f"_data/contributors-test.yml",'r') as all_contrib:
+    yaml = ruamel.yaml.YAML(typ='safe')
+    all_contrib = yaml.load(all_contrib) 
+    all_contrib.extend(new_contributors_dict)
+
+# Output to contributor file to yaml
+with open(f"all-pyos-contributors.yml", "w") as file:
+    # yaml.dump need a dict and a file handler as parameter
+    yaml = ruamel.yaml.YAML(typ='safe')
+    #yaml.indent(sequence=4, offset=2)
+    yaml.dump(all_contrib, file)
+"""
+This is flipping the order of stuff - not sure why?
+bio: Executive Director, pyOpenSci
+  board: true
+  contributor_type: [leadership, current editor, package-maintainer]
+  github_image_id: 7649194
+  github_username: lwasser
+  mastodon: https://fosstodon.org/@leahawasser
+  name: Leah Wasser
+  orcidid: 0000-0002-8177-6550
+  organization: pyOpenSci
+  packages-editor: [errdapy, pandera, nbless]
+  packages-reviewed: ['']
+  packages-submitted: [earthpy]
+  sort: 1
+  title: Executive Director
+  twitter: leahawasser
+  website: https://www.leahwasser.com
+"""
+
+
+# Eventually i think i'll want to write sections in the file in addition to just dumping yaml
+
+## TODO: FUTURE - could use github api to grab twitter and location from profile too??
+
+# ```
+# - name: Yuvi Panda
+#   advisory: true
+#   bio: 'Open Source Infrastructure Engineer'
+#   organization: "Project Jupyter"
+#   github_username: yuvipanda
+#   github_image_id: 30430
+#   twitter: 
+#   mastodon: https://hachyderm.io/@yuvipanda
+#   orcidid: 
+#   website: https://words.yuvi.in
+#   contributor_type: []
+#   packages-submitted: [""]
+#   packages-reviewed: [""]
+#   `
+
+# turn into pandas DF
+
+
+# write to yaml file for website?
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