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dwp / People

997 human committers, 9 bots, and what the commit timestamps reveal about how GDS works.

Every commit carries an author name and email. Collapsing 9,154 per-repository author records by email gives 1,006 distinct identities - 997 people and 9 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

997
human committers
resolved by GitHub id, address or full name
9
automated identities
6% of all commits
12%
committed exactly once
122 people, one commit each
33
committed over 5+ years
the institutional memory

What stands out

The top 1% of committers wrote 17% of the human commits.

9 people out of 997 account for 27.9k commits. The top ten alone wrote 19%. 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.

12% of people committed exactly once.

122 of 997 committers made a single commit and never returned. 54% touched only one repository. A public organisation attracts drive-by contributors, and the numbers show GDS accepted them.

3.1% 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.

6% of all commits were made by machines.

9.4k commits come from 9 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.

39% of live repositories rest on a single person.

In 87 of the 222 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.

Gemma LeighGemma Leigh: 4.4k4.4kJoe LanmanJoe Lanman: 3.8k3.8kRichard SmithRichard Smith: 3.8k3.8kstevenburtonstevenburton: 3.2k3.2kbeckysarahleebeckysarahlee: 3k3kDaniel ChicotDaniel Chicot: 2.7k2.7kDataWorks-CIDataWorks-CI: 2.5k2.5kChris Scott-ThomasChris Scott-Thomas: 2.3k2.3kTom ByersTom Byers: 2.2k2.2kMMWDPMMWDP: 2.1k2.1kStephen MorettiStephen Moretti: 2.1k2.1kJames AshcroftJames Ashcroft: 2k2kMattHall-DWPMattHall-DWP: 2k2kSnyk botSnyk bot: 1.9k1.9kPrafullaCPrafullaC: 1.8k1.8kConnor AveryConnor Avery: 1.7k1.7ksteveburton4steveburton4: 1.5k1.5kben raineben raine: 1.4k1.4kJorge MigueisJorge Migueis: 1.4k1.4kJonathan MeliaJonathan Melia: 1.3k1.3kRichard PayneRichard Payne: 1.3k1.3kToby WallsToby Walls: 1.3k1.3kColin GreenwoodColin Greenwood: 1.3k1.3kMarkMark: 1.2k1.2kRuben DiazRuben Diaz: 1.2k1.2k

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.

gov.uk addressgov.uk address: 446446GitHub private emailGitHub private email: 209209Personal email (gmail etc)Personal email (gmail etc): 163163Other organisationOther organisation: 151151Misconfigured (.local etc)Misconfigured (.local etc): 2424UnparseableUnparseable: 44

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.

540405270135011: 161112: 251213: 831314: 561415: 921516: 1941617: 2001718: 2881819: 3861920: 4822021: 5402122: 5092223: 2182324: 2182425: 1842526: 13726

How long people stay

Span from first to last commit anywhere in the org.

242181.512160.50same day: 221same day< 1 mth: 165< 1 mth1-3 mth: 821-3 mth3-12 mth: 2423-12 mth1-2 yr: 1451-2 yr2-4 yr: 852-4 yr4-7 yr: 434-7 yr7 yr +: 147 yr +

When the work happens

Commits by hour of day

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

20.2k15.2k10.1k5.1k000: 1.3k0001: 1.4k02: 1.2k0203: 97804: 8240405: 89106: 9840607: 1.8k08: 6.1k0809: 13.2k10: 16.9k1011: 18.8k12: 13.9k1213: 15.6k14: 19.6k1415: 20.2k16: 19.4k1617: 10.8k18: 4.4k1819: 3.2k20: 2.5k2021: 1.9k22: 1.9k2223: 2.4k

Commits by day of week

37.7k28.3k18.8k9.4k0Sun: 3kSunMon: 31.6kMonTue: 37.1kTueWed: 37.7kWedThu: 37.1kThuFri: 31.3kFriSat: 2.5kSat

Reading the pattern

Weekend commits account for 3.1% 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. 222 repositories qualify for the measure.

Bus factor across live repositories

Fewest contributors accounting for more than half the commits.

10075502501 person: 871 person2 people: 1002 people3 people: 223 people4 people: 34 people5 people: 45 people6 or more: 66 or more

Where a single person wrote most of it

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

publish-source-codepublish-source-code: 98%98%health-assessmentshealth-assessments: 98%98%innovation-puppetinnovation-puppet: 97%97%pip-register-agent-servicepip-register-agent-service: 96%96%phoenix-servicephoenix-service: 96%96%CAMLite-PrototypeCAMLite-Prototype: 96%96%carbon-calculator-protoypecarbon-calculator-protoype: 95%95%prototype-residency-testprototype-residency-test: 94%94%schemasschemas: 94%94%db-migration-spikedb-migration-spike: 94%94%has-supporting-docshas-supporting-docs: 89%89%health-core-componentshealth-core-components: 87%87%

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.

snyk-botsnyk-bot: 4.8k4.8kRenovateBotRenovateBot: 2.4k2.4kdependabot[bot]dependabot[bot]: 991991svc-group-1f70b5e4-renovate-botsvc-group-1f70b5e4-renovate-bot: 775775RenovateBotRenovateBot: 161161Travis CITravis CI: 130130greenkeeper[bot]greenkeeper[bot]: 6464github-actions[bot]github-actions[bot]: 1717Jenkins Continuous Integration ServerJenkins Continuous Integration Server: 1212

Top 60 committers

CommitterEmail typeCommits ReposFirstLast Years
Gemma Leighgithub-private4,417152014-032017-093.5
Joe Lanmangov.uk3,833152014-012022-088.5
Richard Smithgov.uk3,781162017-012026-019.0
stevenburtongov.uk3,211712019-072021-092.2
beckysarahleegov.uk2,991122018-092026-077.9
Daniel Chicotgov.uk2,689362019-062021-102.3
DataWorks-CIgithub-private2,4691402019-092023-124.2
Chris Scott-Thomasgov.uk2,261552020-022021-091.6
Tom Byerspersonal2,228152014-012015-121.9
MMWDPgov.uk2,13022023-092026-082.9
Stephen Morettigov.uk2,1221072018-012025-077.5
James Ashcroftgov.uk2,05072019-042026-087.4
MattHall-DWPgov.uk1,96582022-012026-074.5
Snyk botother-org1,8701282019-072025-035.6
PrafullaCother-org1,84962013-072015-041.8
Connor Averygov.uk1,678422020-032021-091.6
steveburton4other-org1,4871002019-072024-064.9
ben rainegov.uk1,3631212018-082026-067.8
Jorge Migueisother-org1,35192013-072015-051.9
Jonathan Meliagov.uk1,3281022022-092024-092.0
Richard Payneother-org1,32412015-022016-031.1
Toby Wallsgov.uk1,286692021-032023-112.7
Colin Greenwoodother-org1,26892015-112017-011.2
Markother-org1,250342020-122021-090.8
Ruben Diazother-org1,24592013-052015-112.5
David Connifeygov.uk1,24412023-092025-031.6
Phil Swanother-org1,243262016-052020-064.0
benrainegithub-private1,2251402019-012025-076.5
Craig Abbottother-org1,223222015-122022-117.0
svc-group-1f70b5e4-gitlab_configuration-botother-org1,2121202025-072025-080.1
Kit-Rosenberggithub-private1,19412023-102025-051.6
Edward Horsfordgov.uk1,182142015-112021-116.0
Camilla Scuffigithub-private1,177222020-092023-032.5
kieranwyattgov.uk1,16732021-072025-104.3
Jonathan Inchgov.uk1,13232020-052026-086.2
Chris Dennettmisconfigured1,12432013-062022-069.0
Mark Hunterother-org1,11872013-122024-0210.2
sumit.bharadiagov.uk1,063562021-072024-123.4
Scott Walkerother-org1,05942013-062013-100.4
james.gauldgov.uk1,056102018-022026-038.0
Peter Whiteheadother-org1,033112015-102017-021.4
Malcolm Hiregov.uk1,02332019-042022-063.2
mblackwell49gov.uk1,00242019-022023-024.0
Tim Paulgov.uk993142015-102017-091.9
Mark Matthewsgov.uk990202019-052020-121.6
Daniel Hillgov.uk979722018-052024-116.5
timcoopergithub-private91922022-092024-112.2
Rachel Derbyshiregov.uk91752023-012025-042.2
Nick Colleygov.uk894102016-082020-013.4
hannah.noblegov.uk89322024-022024-100.7
Alex Colbeckpersonal87812018-092019-020.4
Rahul Sharmagov.uk86922023-102025-112.1
Matt Burgessgov.uk867322018-122020-122.0
Al Robinsongithub-private81132021-012022-111.8
Kate Radcliffgov.uk81012023-102026-062.7
emilywilkinsongov.uk80592019-052026-067.1
Dmitrijs Kovalenkogov.uk798352019-062024-125.5
Benjamin Sherwoodgov.uk793302019-062020-121.5
pripley-dwpgithub-private76222020-122022-031.3
levankirvalidzeother-org754162020-042021-041.0