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873 human committers, 7 bots, and what the commit timestamps reveal about how GDS works.

Every commit carries an author name and email. Collapsing 10,780 per-repository author records by email gives 880 distinct identities - 873 people and 7 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

873
human committers
resolved by GitHub id, address or full name
7
automated identities
6% of all commits
7%
committed exactly once
65 people, one commit each
62
committed over 5+ years
the institutional memory

What stands out

The top 1% of committers wrote 16% of the human commits.

8 people out of 873 account for 24.2k commits. The top ten alone wrote 18%. 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.

7% of people committed exactly once.

65 of 873 committers made a single commit and never returned. 23% touched only one repository. A public organisation attracts drive-by contributors, and the numbers show GDS accepted them.

2.1% 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.

9.8k commits come from 7 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.

32% of live repositories rest on a single person.

In 105 of the 327 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.

Marc RansomeMarc Ransome: 4.3k4.3kJames FrancisJames Francis: 3.6k3.6kshorton-CHshorton-CH: 3.4k3.4kmattch1mattch1: 3.2k3.2kmarkpitmarkpit: 3.1k3.1kEmmaEmma: 2.6k2.6kcaismith-chcaismith-ch: 2.3k2.3klduranteaulduranteau: 1.7k1.7kKate RickardKate Rickard: 1.6k1.6kJake MetherellJake Metherell: 1.5k1.5ksbasile-chsbasile-ch: 1.4k1.4kVaughanJackson123VaughanJackson123: 1.4k1.4kmwestacottmwestacott: 1.4k1.4kmtuffsmtuffs: 1.3k1.3kOceanne EsparcieuxOceanne Esparcieux: 1.3k1.3kbsaunders95bsaunders95: 1.3k1.3kleahtaylorleahtaylor: 1.2k1.2kPhilipGloverPhilipGlover: 1.1k1.1kEdwin MeadEdwin Mead: 1.1k1.1kcgregoryCHcgregoryCH: 1.1k1.1ksvarallosvarallo: 984984Simon BoydSimon Boyd: 968968mouhajer-chmouhajer-ch: 964964sthompsonCHsthompsonCH: 952952drosserdrosser: 946946

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: 477477GitHub private emailGitHub private email: 282282Other organisationOther organisation: 5757Personal email (gmail etc)Personal email (gmail etc): 4646Misconfigured (.local etc)Misconfigured (.local etc): 77UnparseableUnparseable: 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.

39629719899011: 131112: 201213: 441314: 811415: 1571516: 2001617: 1441718: 1641819: 2211920: 2672021: 2322122: 2732223: 3122324: 3612425: 3962526: 27926

How long people stay

Span from first to last commit anywhere in the org.

244183122610same day: 90same day< 1 mth: 55< 1 mth1-3 mth: 641-3 mth3-12 mth: 2443-12 mth1-2 yr: 1771-2 yr2-4 yr: 1472-4 yr4-7 yr: 704-7 yr7 yr +: 267 yr +

When the work happens

Commits by hour of day

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

19.4k14.5k9.7k4.8k000: 7310001: 46602: 2700203: 17304: 1200405: 69006: 1.5k0607: 2.9k08: 7.8k0809: 15.4k10: 17.7k1011: 19.1k12: 16k1213: 15.7k14: 18.5k1415: 19.4k16: 16.2k1617: 8.2k18: 2.8k1819: 1.6k20: 1.4k2021: 1.4k22: 1.1k2223: 1k

Commits by day of week

35.7k26.8k17.8k8.9k0Sun: 1.8kSunMon: 32.1kMonTue: 35.4kTueWed: 33.9kWedThu: 35.7kThuFri: 29.5kFriSat: 1.8kSat

Reading the pattern

Weekend commits account for 2.1% 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. 327 repositories qualify for the measure.

Bus factor across live repositories

Fewest contributors accounting for more than half the commits.

10578.852.526.201 person: 1051 person2 people: 662 people3 people: 453 people4 people: 324 people5 people: 255 people6 or more: 546 or more

Where a single person wrote most of it

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

chl-tuxedo-amichl-tuxedo-ami: 100%100%ci-grafana-terraformci-grafana-terraform: 100%100%ci-tuxedo-buildci-tuxedo-build: 100%100%ois-tuxedo-stackois-tuxedo-stack: 100%100%ansible-role-epelansible-role-epel: 100%100%btd-clibtd-cli: 99%99%netapp-snapcenter-ansiblenetapp-snapcenter-ansible: 99%99%ois-tuxedo-scriptsois-tuxedo-scripts: 99%99%fil-tuxedo-scriptsfil-tuxedo-scripts: 99%99%fil-tuxedo-stackfil-tuxedo-stack: 99%99%win2019-base-amiwin2019-base-ami: 98%98%fil-tuxedo-stack-testfil-tuxedo-stack-test: 98%98%

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.

dependabot[bot]dependabot[bot]: 6.9k6.9kWayne JenkinsWayne Jenkins: 1.6k1.6kWayne JenkinsWayne Jenkins: 730730dependabot-preview[bot]dependabot-preview[bot]: 335335jenkins-cohojenkins-coho: 106106Travis CITravis CI: 1212Gavin JenkinsGavin Jenkins: 11

Top 60 committers

CommitterEmail typeCommits ReposFirstLast Years
Marc Ransomegov.uk4,3021162017-022026-089.5
James Francisgov.uk3,555442016-042025-109.5
shorton-CHgithub-private3,429162022-032026-084.4
mattch1gov.uk3,215202018-072026-017.5
markpitgov.uk3,083322019-032026-047.0
Emmagov.uk2,628182019-112026-086.7
caismith-chgov.uk2,292362017-102026-078.8
lduranteaugov.uk1,695172024-062026-072.1
Kate Rickardgov.uk1,560162022-062026-084.2
Jake Metherellgov.uk1,516622016-052026-0810.2
sbasile-chgov.uk1,392672017-012026-089.6
VaughanJackson123gov.uk1,382302019-092024-024.5
mwestacottgov.uk1,373272022-012026-084.6
mtuffsgov.uk1,30872022-052024-052.0
Oceanne Esparcieuxgov.uk1,269112018-092022-053.6
bsaunders95gov.uk1,258262018-032020-102.5
leahtaylorgov.uk1,18162016-012019-083.6
PhilipGlovergov.uk1,071292017-072026-089.1
Edwin Meadgov.uk1,065352016-072026-0710.0
cgregoryCHgov.uk1,060542021-052026-085.2
svarallogov.uk984152019-042023-033.9
Simon Boydgov.uk968242020-102026-085.9
mouhajer-chgov.uk964172020-092023-042.6
sthompsonCHgov.uk952372022-072025-113.4
drossergov.uk946172017-102020-022.3
Moses Wejuligov.uk910282020-022026-076.4
vschotgov.uk89742025-012026-081.6
AndreKramer7654gov.uk89582022-112024-031.3
Michael Gearongov.uk841192019-052022-032.8
ethatcher83gov.uk829222019-032022-093.5
olaychgov.uk81162022-112024-031.3
mattch1github-private809202018-072026-017.5
Phoebe Radford (Companies House)gov.uk801152022-012026-024.0
hwilliams1gov.uk795352019-062026-087.2
Marty Foxother-org793252020-122022-061.5
sroberts2gov.uk7901242018-042026-017.8
ttingle-chgov.uk78362024-012025-061.5
dgroves-chgov.uk759342019-072022-103.3
ICoxCHgov.uk746192019-102021-122.2
Joseph-Nashgov.uk732162018-092022-063.7
Shaun Mathiasgov.uk71092018-072025-087.1
SteveHicksCHgov.uk707252018-102026-077.8
krishna-patel-chgov.uk678102023-122025-111.9
shorton-CHgov.uk676132020-022022-032.1
rdasgov.uk66942024-102025-091.0
cbroadley-chgov.uk66472024-072025-121.4
okoye-companieshousegov.uk656112023-012025-012.0
Chris Harrisgov.uk649242022-082026-084.0
Rafagov.uk636282017-102026-058.6
rsachdevchgov.uk635152019-052022-063.1
mtomas-chgov.uk632182022-122026-083.7
VaughanJackson123gov.uk62972024-072026-041.7
matteoformica-amidogithub-private61552021-022022-101.7
samh241gov.uk603332022-042026-064.2
Damian Dunajskigov.uk601272020-012020-120.9
amoriartyCHgov.uk584142019-062021-112.4
jphillips2121gov.uk584182018-082022-104.2
Harry Bosworthgov.uk579222020-112026-025.2
ccullinanegov.uk577242021-032026-085.4
wdhda-chgithub-private574272023-042026-073.3