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nhsx / People

216 human committers, 5 bots, and what the commit timestamps reveal about how GDS works.

Every commit carries an author name and email. Collapsing 900 per-repository author records by email gives 221 distinct identities - 216 people and 5 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

216
human committers
resolved by GitHub id, address or full name
5
automated identities
7% of all commits
16%
committed exactly once
34 people, one commit each
2
committed over 5+ years
the institutional memory

What stands out

The top 1% of committers wrote 12% of the human commits.

2 people out of 216 account for 1.7k commits. The top ten alone wrote 39%. 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.

16% of people committed exactly once.

34 of 216 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.

4.0% 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.

7% of all commits were made by machines.

1.1k commits come from 5 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.

51% of live repositories rest on a single person.

In 31 of the 61 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.

Ralph CowlingRalph Cowling: 866866mattia-ficarellimattia-ficarelli: 814814Gergely ImrehGergely Imreh: 704704Amadeus StevensonAmadeus Stevenson: 702702Craig ShentonCraig Shenton: 468468Paul CarrollPaul Carroll: 463463Jonny PearsonJonny Pearson: 452452Stephen RicherStephen Richer: 372372Stuart HarrisonStuart Harrison: 341341imrehgimrehg: 295295abdu nuhuabdu nuhu: 289289Dan SchofieldDan Schofield: 259259AdamChrimesAdamChrimes: 234234oliverjonesnhsxoliverjonesnhsx: 224224OliOli: 221221Leonard MartinLeonard Martin: 218218Daniel BurnleyDaniel Burnley: 214214Barnaby CotterBarnaby Cotter: 213213FrLemarchandFrLemarchand: 196196maryamanuelnhsxmaryamanuelnhsx: 194194David BrindDavid Brind: 189189Sarah MountSarah Mount: 178178faaiz-25faaiz-25: 174174Chris ToddChris Todd: 168168Evop-hubEvop-hub: 163163

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: 9494GitHub private emailGitHub private email: 7979Personal email (gmail etc)Personal email (gmail etc): 3535UnparseableUnparseable: 77gov.uk addressgov.uk address: 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.

116875829016: 281617: 371718: 541819: 951920: 1132021: 1122122: 1162223: 872324: 502425: 162526: 1226

How long people stay

Span from first to last commit anywhere in the org.

5843.52914.50same day: 51same day< 1 mth: 30< 1 mth1-3 mth: 201-3 mth3-12 mth: 583-12 mth1-2 yr: 281-2 yr2-4 yr: 222-4 yr4-7 yr: 74-7 yr7 yr +: 07 yr +

When the work happens

Commits by hour of day

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

2.7k2k1.3k672.5000: 1150001: 5902: 330203: 2204: 320405: 30206: 1280607: 26608: 7560809: 1.7k10: 2.4k1011: 2.5k12: 2k1213: 2.2k14: 2.5k1415: 2.7k16: 2.7k1617: 1.8k18: 1.1k1819: 48120: 3962021: 43622: 3792223: 221

Commits by day of week

5.4k4.1k2.7k1.4k0Sun: 525SunMon: 4.5kMonTue: 5.4kTueWed: 5kWedThu: 4.9kThuFri: 4.2kFriSat: 476Sat

Reading the pattern

Weekend commits account for 4.0% 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. 61 repositories qualify for the measure.

Bus factor across live repositories

Fewest contributors accounting for more than half the commits.

3123.215.57.801 person: 311 person2 people: 162 people3 people: 113 people4 people: 24 people5 people: 05 people6 or more: 16 or more

Where a single person wrote most of it

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

il-frontdoor-formil-frontdoor-form: 100%100%skunkworks-nursing-placement-schedskunkworks-nursing-placement-sched: 98%98%digital-social-care-buyer-guidancedigital-social-care-buyer-guidance: 90%90%self-isolation-prototypeself-isolation-prototype: 90%90%hypergraphicalhypergraphical: 88%88%morbidity_network_analysismorbidity_network_analysis: 84%84%open-source-fhir-serveropen-source-fhir-server: 82%82%dna-risk-predictdna-risk-predict: 81%81%ASDMASDM: 80%80%nccid-validation-infrastructurenccid-validation-infrastructure: 80%80%ForecastingForecasting: 76%76%Mental-HealthMental-Health: 75%75%

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]: 640640dependabot-preview[bot]dependabot-preview[bot]: 203203github-actionsgithub-actions: 174174github-actions[bot]github-actions[bot]: 6969dependabot[bot]dependabot[bot]: 22

Top 60 committers

CommitterEmail typeCommits ReposFirstLast Years
Ralph Cowlingother-org86612021-112022-121.1
mattia-ficarelligithub-private81482021-072022-101.2
Gergely Imrehother-org70422020-042021-031.0
Amadeus Stevensonother-org702152021-082022-081.1
Craig Shentonother-org468132020-092022-011.3
Paul Carrollgithub-private46392022-022024-112.8
Jonny Pearsongithub-private452282020-092026-075.8
Stephen Richerother-org37232022-072022-120.4
Stuart Harrisonpersonal34112020-032021-061.2
imrehggithub-private29512020-042024-124.7
abdu nuhugithub-private28932022-062024-072.0
Dan Schofieldgithub-private25992021-042025-013.8
AdamChrimesother-org23432019-032020-061.2
oliverjonesnhsxgithub-private22442022-022024-102.7
Oliother-org22152022-022024-092.6
Leonard Martinpersonal21832021-102022-111.1
Daniel Burnleyother-org21412020-052020-090.4
Barnaby Cotterpersonal21312020-052020-090.3
FrLemarchandgithub-private19622021-032023-021.9
maryamanuelnhsxgithub-private19472020-112022-091.9
David Brindother-org18912022-022022-040.2
Sarah Mountgithub-private17812023-012026-063.4
faaiz-25other-org17442022-032023-111.7
Chris Toddgithub-private16842021-112024-012.2
Evop-hubgithub-private16342021-112026-014.2
Andy Beaumontother-org16112020-032020-040.0
matthewcooper19other-org15952022-042022-100.5
ZoeHancoxgithub-private15122023-022023-050.3
christodd-nhsxunknown14722021-112024-012.2
Fraser Cookpersonal14542021-112022-040.4
Joe Fitterother-org14522021-102022-121.1
Karwai Punpersonal14532021-112022-080.8
Dragon (David McKee)other-org14412021-062023-021.7
Giuseppe Sollazzopersonal13252022-062023-071.1
regularfryother-org12492022-092024-061.8
amadeuspzspersonal114102021-122023-021.2
mbfonsgithub-private10972021-032024-012.8
Everistus Oputaother-org10932021-112024-062.6
faaiz-25github-private10852022-032024-032.0
asmith-nhsxgithub-private10812021-092023-122.3
Ben Marvellpersonal10632021-042022-121.6
MichaƂ Krasother-org10522023-022023-050.2
faaiz-25unknown10112023-012023-120.9
Stuart Lastother-org9712023-042023-120.7
Taraother-org9632020-122021-121.0
Mark Stringerother-org9612022-042022-120.7
Colin Pattinsonpersonal9512019-072020-020.6
GitHub Actions Botgithub-private9412022-012023-121.9
Evop-hubunknown8722021-112024-112.9
abdu-runknown8322022-062024-072.0
mbfonsother-org7962021-032022-111.7
Shahriar Kabir Khanpersonal7612022-082023-040.7
Henry Wrightgithub-private7322023-032023-110.7
Andreea Vladother-org7112020-032020-030.1
dragon-dxwgithub-private7012021-062022-111.4
Stu Lastother-org6812023-042024-030.9
Tim Lossenother-org6512016-042018-021.9
Mike Thomasgithub-private5812021-042021-110.6
SteereARgithub-private5612019-052020-040.9
Rob Organother-org5412019-062019-070.2