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BHFDSC / People

78 human committers, 1 bots, and what the commit timestamps reveal about how GDS works.

Every commit carries an author name and email. Collapsing 260 per-repository author records by email gives 79 distinct identities - 78 people and 1 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

78
human committers
resolved by GitHub id, address or full name
1
automated identities
0% of all commits
4%
committed exactly once
3 people, one commit each
0
committed over 5+ years
the institutional memory

What stands out

The top 1% of committers wrote 31% of the human commits.

1 people out of 78 account for 1.4k commits. The top ten alone wrote 76%. 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.

4% of people committed exactly once.

3 of 78 committers made a single commit and never returned. 53% touched only one repository. A public organisation attracts drive-by contributors, and the numbers show GDS accepted them.

1.7% 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.

0% of all commits were made by machines.

8 commits come from 1 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.

64% of live repositories rest on a single person.

In 7 of the 11 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.

anna-stevensonanna-stevenson: 1.4k1.4kFionna ChalmersFionna Chalmers: 650650Rouven-BHF-DSCRouven-BHF-DSC: 569569Lars MurdockLars Murdock: 170170Kelly FleetwoodKelly Fleetwood: 150150Venexia WalkerVenexia Walker: 136136LarsMurdockLarsMurdock: 132132tomlincrtomlincr: 127127martapinedamartapineda: 8989fionnachalmersfionnachalmers: 7878favourfavour: 7676JackieMacArthurJackieMacArthur: 6969Hoda AbbasizanjaniHoda Abbasizanjani: 6262Hiu Yan Samantha IpHiu Yan Samantha Ip: 5656YL720YL720: 5555huang1010huang1010: 5151zwelshmanzwelshman: 4646jpbraverjpbraver: 4242spirosspiros: 3636venexiavenexia: 3636Elena RaffettiElena Raffetti: 3636jj-l98jj-l98: 2525WoshiSevenWoshiSeven: 2424AlexHandy1AlexHandy1: 2323Filip SosenkoFilip Sosenko: 2323

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.

GitHub private emailGitHub private email: 4444Personal email (gmail etc)Personal email (gmail etc): 1616Other organisationOther organisation: 1616UnparseableUnparseable: 11Misconfigured (.local etc)Misconfigured (.local etc): 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.

4332.221.510.8020: 12021: 192122: 272223: 322324: 432425: 232526: 1626

How long people stay

Span from first to last commit anywhere in the org.

1813.594.50same day: 14same day< 1 mth: 9< 1 mth1-3 mth: 91-3 mth3-12 mth: 133-12 mth1-2 yr: 181-2 yr2-4 yr: 132-4 yr4-7 yr: 24-7 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.

635476.2317.5158.8000: 500001: 402: 00203: 104: 00405: 006: 60607: 3208: 1310809: 27510: 6311011: 39312: 4701213: 57814: 6351415: 61116: 3401617: 16218: 951819: 6320: 742021: 2322: 532223: 34

Commits by day of week

1.2k915.8610.5305.20Sun: 56SunMon: 1.2kMonTue: 945TueWed: 858WedThu: 1.1kThuFri: 482FriSat: 22Sat

Reading the pattern

Weekend commits account for 1.7% 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. 11 repositories qualify for the measure.

Bus factor across live repositories

Fewest contributors accounting for more than half the commits.

75.23.51.801 person: 71 person2 people: 32 people3 people: 13 people4 people: 04 people5 people: 05 people6 or more: 06 or more

Where a single person wrote most of it

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

CCU046_01CCU046_01: 94%94%CCU007_03CCU007_03: 93%93%CCU013_01_ENG-COVID-19_event_phenoCCU013_01_ENG-COVID-19_event_pheno: 88%88%documentationdocumentation: 86%86%CCU002_06CCU002_06: 82%82%CCU037_01CCU037_01: 75%75%CCU002_02CCU002_02: 65%65%

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]: 88

Top 60 committers

CommitterEmail typeCommits ReposFirstLast Years
anna-stevensongithub-private1,44332022-102026-023.3
Fionna Chalmersgithub-private650202022-102026-073.8
Rouven-BHF-DSCgithub-private569942021-022025-124.8
Lars Murdockpersonal17012022-102024-122.1
Kelly Fleetwoodgithub-private15032022-112026-033.3
Venexia Walkerother-org13632021-062022-101.3
LarsMurdockgithub-private13232022-102026-063.7
tomlincrother-org12722021-062022-091.3
martapinedagithub-private8932022-022025-043.2
fionnachalmerspersonal7812022-102022-110.0
favourpersonal7612023-072023-080.1
JackieMacArthurgithub-private6932021-022025-044.1
Hoda Abbasizanjanigithub-private6232021-112024-022.3
Hiu Yan Samantha Ipother-org5632021-062024-012.6
YL720github-private5512023-122025-051.5
huang1010github-private5112024-092024-110.2
zwelshmanpersonal4632022-102024-071.8
jpbraverpersonal4212025-092025-120.2
spirospersonal3652021-032022-041.1
venexiaunknown3622021-092021-110.2
Elena Raffettigithub-private3612024-012024-040.2
jj-l98github-private2522024-072026-041.8
WoshiSevengithub-private2412025-032025-060.2
AlexHandy1personal2322021-072022-020.6
Filip Sosenkogithub-private2332023-052025-021.7
hrwhittakergithub-private2022023-032024-031.0
martapinedaother-org2022022-112023-020.3
Carlos Sánchezgithub-private1912025-012025-110.8
HarrisonWildepersonal1822022-092024-011.4
Zach Welshmangithub-private1832022-102026-043.5
hilgepersonal1732021-112023-051.5
Rob Fletcherother-org1612024-072024-120.4
WillWhiteleygithub-private1432021-042023-102.5
Fatemeh Torabigithub-private1422021-112024-123.1
kml234github-private1412021-082022-111.2
charrison-uomgithub-private1412024-032024-080.4
RochelleKnightgithub-private1312021-092021-100.0
Fred Hopersonal1212023-092024-080.9
Arun KSgithub-private1122024-022024-070.4
timwilkinson1github-private1112022-022022-110.7
Sharmin Shabnamgithub-private1122024-022025-091.6
sjk98camgithub-private1022021-102025-073.8
Muhammad Dashtban (aka, Ashkan)github-private1012021-102021-110.1
mehrdadmznpersonal1012021-112021-120.0
carmenpetitjeangithub-private1012025-042025-060.1
e-walshgithub-private1022024-122026-011.1
LauraSherlockother-org1032026-042026-070.2
Favour Yahdiigithub-private1012023-072023-080.1
martapinedapersonal922023-032024-041.0
Richard Williamspersonal912023-052023-050.0
SJL-nottmother-org912025-022026-041.2
Dan-OC-BHFgithub-private822022-092024-061.7
removedporngithub-private762023-032023-030.0
Rohan Takhargithub-private722023-122026-022.1
James Farrellgithub-private622024-072025-091.2
Yogini Chudasamagithub-private612026-042026-040.0
Joanna Daviesother-org622022-102023-090.9
StevenRKerrpersonal612023-052023-050.0
Anna Stevensonother-org612022-112022-110.0
freya-allerygithub-private512024-112026-041.3