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NaturalHistoryMuseum / People

200 human committers, 3 bots, and what the commit timestamps reveal about how GDS works.

Every commit carries an author name and email. Collapsing 1,938 per-repository author records by email gives 203 distinct identities - 200 people and 3 machines. Identity is keyed on email because it is the only stable key git offers; one person using both a work and a personal address will appear twice.

People

200
human committers
resolved by GitHub id, address or full name
3
automated identities
1% of all commits
28%
committed exactly once
56 people, one commit each
18
committed over 5+ years
the institutional memory

What stands out

The top 1% of committers wrote 47% of the human commits.

2 people out of 200 account for 29.8k commits. The top ten alone wrote 87%. This is the usual open-source power law, but it is worth noting in a government context: institutional knowledge is concentrated in very few hands.

28% of people committed exactly once.

56 of 200 committers made a single commit and never returned. 73% touched only one repository. A public organisation attracts drive-by contributors, and the numbers show GDS accepted them.

8.1% of commits land at the weekend.

Weekday work dominates, as you would expect from a civil-service delivery organisation with a strong stated position on sustainable pace. The residual weekend activity is concentrated in incident response and personal-time open-source work.

1% of all commits were made by machines.

829 commits come from 3 automated identities - overwhelmingly Dependabot. GOV.UK's documented policy is to auto-merge dependency upgrades where possible, and the commit history shows that policy working at scale.

53% of live repositories rest on a single person.

In 40 of the 76 live repositories with meaningful history, one individual wrote more than half of all commits. That is the ordinary shape of a large estate with many small tools, but it is worth knowing which ones - they are listed below.

Who writes the code

Top 25 committers by commit count

Humans only. Bots are charted separately below.

Simon RycroftSimon Rycroft: 18.9k18.9kDries BuytaertDries Buytaert: 10.9k10.9kAlice ButcherAlice Butcher: 5.6k5.6kbenscottbenscott: 5k5kJosh HumphriesJosh Humphries: 3.7k3.7kGábor HojtsyGábor Hojtsy: 3.3k3.3kMike LaughtonMike Laughton: 2.4k2.4kSteven WittensSteven Wittens: 2k2kLawrence HudsonLawrence Hudson: 1.7k1.7kAlice HeatonAlice Heaton: 1.3k1.3kEdward BakerEdward Baker: 1.1k1.1kNeil DrummNeil Drumm: 816816Paul KiddlePaul Kiddle: 771771Kjartan MannesKjartan Mannes: 740740informatics-devinformatics-dev: 698698K A BoutonK A Bouton: 387387Gerhard KillesreiterGerhard Killesreiter: 386386Khalid AlmainiKhalid Almaini: 358358AndrewRoberts1AndrewRoberts1: 245245essveeessvee: 237237Jeroen BenschJeroen Bensch: 202202Andy AllanAndy Allan: 175175Natalie CooperNatalie Cooper: 139139andrc91andrc91: 138138David SnopekDavid Snopek: 120120

Who they work for

Committers by email domain

A rough proxy for employment. GDS staff use gov.uk addresses; GitHub's privacy setting hides the rest, and a long tail commit from personal accounts.

Other organisationOther organisation: 102102Personal email (gmail etc)Personal email (gmail etc): 5959GitHub private emailGitHub private email: 3838UnparseableUnparseable: 11

Churn and tenure

Distinct people committing each year

Counting anyone whose active span covers that year. The shape tracks GDS headcount and the delivery peaks of the mid-2010s.

205153.8102.551.2011: 471112: 821213: 1361314: 2051415: 1991516: 1631617: 1511718: 1491819: 1141920: 962021: 992122: 822223: 562324: 402425: 282526: 1326

How long people stay

Span from first to last commit anywhere in the org.

9067.54522.50same day: 90same day< 1 mth: 26< 1 mth1-3 mth: 81-3 mth3-12 mth: 223-12 mth1-2 yr: 181-2 yr2-4 yr: 152-4 yr4-7 yr: 104-7 yr7 yr +: 117 yr +

When the work happens

Commits by hour of day

Author local time as recorded in the commit. A clean single-peak working day.

11k8.2k5.5k2.7k000: 1.2k0001: 71302: 5160203: 36404: 4030405: 69906: 8200607: 1.6k08: 3k0809: 6k10: 8.6k1011: 10.9k12: 10.7k1213: 9.4k14: 10.1k1415: 10.7k16: 11k1617: 9k18: 5.5k1819: 4k20: 3.3k2021: 3k22: 2.5k2223: 2k

Commits by day of week

23.1k17.3k11.6k5.8k0Sun: 4.8kSunMon: 19.5kMonTue: 23.1kTueWed: 22.5kWedThu: 22.4kThuFri: 18.9kFriSat: 4.6kSat

Reading the pattern

Weekend commits account for 8.1% of all activity. The working day peaks between 10:00 and 16:00 with a visible lunch dip, and tails off sharply after 18:00 - the signature of an organisation that does not run on overtime.

Concentration of knowledge

For each live repository with more than fifty human commits, how many people it takes to account for over half of them. One is a genuine key-person risk; four or more is a healthily shared codebase. 76 repositories qualify for the measure.

Bus factor across live repositories

Fewest contributors accounting for more than half the commits.

4030201001 person: 401 person2 people: 232 people3 people: 103 people4 people: 14 people5 people: 05 people6 or more: 26 or more

Where a single person wrote most of it

Share of commits by the largest single contributor, for the most concentrated repositories.

biodiversity-informatics-101biodiversity-informatics-101: 100%100%data-portal-google-scripts-libdata-portal-google-scripts-lib: 100%100%audioblast_ingestaudioblast_ingest: 99%99%scratchpads2-chefscratchpads2-chef: 99%99%raster-projectraster-project: 97%97%ke2mongoke2mongo: 97%97%ukbolukbol: 97%97%libdmtx-windowslibdmtx-windows: 97%97%GERTIE-DEVGERTIE-DEV: 97%97%goudagouda: 96%96%dmtx-wrappersdmtx-wrappers: 96%96%compile-frontend-actionscompile-frontend-actions: 95%95%

The machines

Top automated committers

Dependabot dominates. GOV.UK runs an in-house govuk-dependabot-merger service that auto-merges qualifying upgrade PRs, which is why bot commit volume is so high.

github-actions[bot]github-actions[bot]: 583583dependabot[bot]dependabot[bot]: 237237copilot-swe-agent[bot]copilot-swe-agent[bot]: 99

Top 60 committers

CommitterEmail typeCommits ReposFirstLast Years
Simon Rycroftother-org18,903122008-042016-017.7
Dries Buytaertother-org10,86422000-052011-0811.2
Alice Butcherpersonal5,562512017-102026-078.8
benscottother-org5,047792009-032026-0617.2
Josh Humphriesother-org3,701452017-122025-077.6
Gábor Hojtsyother-org3,32622007-042016-028.9
Mike Laughtonother-org2,37822005-112011-065.5
Steven Wittensother-org2,02422000-102007-076.8
Lawrence Hudsonpersonal1,725142014-092022-037.5
Alice Heatonother-org1,295252012-092015-042.6
Edward Bakerpersonal1,116142011-022025-0514.2
Neil Drummother-org81622006-032008-082.4
Paul Kiddleother-org771162017-122021-073.6
Kjartan Mannesother-org74022000-052006-106.4
informatics-devgithub-private69812017-122017-120.0
K A Boutonother-org38722012-112014-031.4
Gerhard Killesreiterother-org38622006-022006-080.4
Khalid Almainiother-org35812013-042013-110.6
AndrewRoberts1personal24522025-012026-031.1
essveeother-org23762017-052023-035.9
Jeroen Benschother-org20222000-052001-081.2
Andy Allanother-org17552014-012014-020.1
Natalie Cooperother-org13922017-072019-061.9
andrc91personal13812025-102026-010.3
David Snopekpersonal12022018-022019-010.9
Pieter Holtzhausenpersonal11922014-032017-083.4
AndrewRoberts1github-private11862025-012026-081.5
Rob Davisother-org11722021-092023-011.4
Andrewpersonal8542026-032026-080.4
Joseph Fernerother-org7022009-022009-030.1
HirisGupersonal6952023-052025-122.6
alycejennigithub-private6842019-092025-116.1
Laurence Livermorepersonal6562011-092023-0711.8
Abraham Nievapersonal5712018-052019-081.2
Sara Contu (Technician)other-org5412017-022019-062.4
Ariannapersonal4822023-062024-040.8
Jennifer Hodgdonother-org4622012-112015-123.1
Stefan van der Waltpersonal4512014-082015-010.4
James Durrantpersonal4122017-082025-067.8
vagrantother-org3752014-012015-091.6
David Rothsteinpersonal3222013-112015-081.7
Matt Woodburnother-org2742014-112021-056.4
DaveASmithgithub-private2422017-092018-091.0
tifayukiother-org2412014-042015-121.6
Peter Willemsenpersonal1912016-112016-120.1
Jay Guopersonal1812018-022026-078.4
Kehan Harmanpersonal1812008-062009-081.2
Fernandogithub-private1712013-122016-022.2
Ed Bakerother-org1652016-062022-116.4
Joshua Guerraother-org1612018-022018-100.6
kartikgithub-private1512018-012018-010.0
amercaderpersonal1412015-042018-043.0
therobyouknowother-org1432022-022022-080.5
Lorna Morrisother-org1412012-042013-010.7
Harald von Waldowother-org1212017-042018-051.1
DCFEWgithub-private1112017-102017-100.0
andrc1other-org1122025-102026-060.7
[email protected]other-org1112017-062017-070.1
Ariannaother-org1122024-102024-100.0
gpongelligithub-private1112022-122023-030.2