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StatisticsHealthEconomics / Code

9 languages, 4.5 MB of source, and what the live estate is written in today.

Language figures come from GitHub's own per-repository byte counts, which measure source rather than a single headline label. File counts and repository sizes come from the mirrors themselves. The two tell different stories, and the difference is the point.

The codebase

9
languages in use
4.5 MB of source
1.2k
files at HEAD
across every analysed repository
0 B
on disk as mirrors
full history, every branch and tag
2.4 GB
largest repository
multimcm

What stands out

One archived repository holds 90% of all the bytes.

multimcm is 2.4 GB of git - a 2013 static snapshot of www.gov.uk, not source code. It single-handedly makes HTML the largest language by volume (46% of all source bytes). Any size or language statistic that does not exclude it is measuring an archive, not a codebase.

Sizes here are GitHub's reported figures.

This organisation was harvested with blobless partial clones, which fetch every commit and file path but not file contents, so there is no local size to measure against. Checked elsewhere in this dataset against 1,526 fully mirrored repositories, GitHub's reported size is accurate to within about six percent.

Ruby is the house language, but its share is falling.

Ruby is the primary language of 0% of archived repositories but only 0% of live ones. Python, Go, TypeScript and HCL have taken the difference - the signature of a shift from monolithic Rails publishing apps toward data pipelines, infrastructure-as-code and platform tooling.

Most repositories are small; a handful are enormous.

59% of repositories are under a megabyte of git data. The estate is not a monolith - it is a very long tail of small services, gems and prototypes around a few large publishing applications.

Languages, two ways

By volume of source

Bytes of code. Dominated by archived static HTML.

HTMLHTML: 2.1 MB2.1 MBJavaScriptJavaScript: 1.2 MB1.2 MBRR: 703.4 kB703.4 kBTeXTeX: 292.3 kB292.3 kBCSSCSS: 184.4 kB184.4 kBStanStan: 54.7 kB54.7 kBDockerfileDockerfile: 1.3 kB1.3 kBShellShell: 859 B859 BC++C++: 48 B48 B

By number of repositories

How many repositories name each language as their primary one. A better guide to what engineers actually work in.

RR: 1010TeXTeX: 55HTMLHTML: 44JavaScriptJavaScript: 33StanStan: 22CSSCSS: 11ShellShell: 11C++C++: 11DockerfileDockerfile: 11

Live estate versus archive

The same language ranking, split by whether the repository is still active. The shift is the clearest signal of technical direction in the whole dataset.

Active repositories

RR: 66HTMLHTML: 33StanStan: 11JavaScriptJavaScript: 11

Archived repositories

RR: 00HTMLHTML: 00StanStan: 00JavaScriptJavaScript: 00

Scale

Repository size distribution

Git data per repository, log-ish buckets.

53.82.51.20< 10 kB: 4< 10 kB< 100 kB: 2< 100 kB< 1 MB: 4< 1 MB< 10 MB: 0< 10 MB< 100 MB: 5< 100 MB100 MB +: 2100 MB +

Commits against files

Each circle is a repository, sized by number of distinct authors. Both axes are logarithmic. The diagonal band is the normal relationship between codebase size and churn; outliers above it are long-lived apps with heavy iteration, below it are dumps and imports.

567.0173.853.216.35.014.924.4120.2593BayesianMixtureCure: 38 commits, 47 files, 2 authorsCOVID_Italy: 5 commits, 11 files, 1 authorsEpitome: 16 commits, 238 files, 2 authorsHTAinRmanifesto: 31 commits, 6 files, 1 authorsPolished-Fribble: 72 commits, 48 files, 4 authorsSTAT0019-practicals: 5 commits, 3 files, 1 authorsblendR: 209 commits, 70 files, 5 authorsblendR-paper: 11 commits, 24 files, 4 authorscovid: 27 commits, 1 files, 2 authorslondon-bikes: 5 commits, 3 files, 1 authorsmultimcm: 338 commits, 149 files, 4 authorsoutstandR: 567 commits, 593 files, 3 authorsstat0019_binder: 222 commits, 36 files, 2 authorsstatisticshealtheconomics.r-universe.dev: 10 commits, 2 files, 1 authorsfiles at HEAD (log)commits (log)

The shape of a repository

Directory layout is the cheapest reliable signal of what a repository actually is. app/ with config/ and spec/ is a Rails application; src/ with test/ is Java or Node. Counted by how many repositories contain each top-level directory at HEAD.

Most common top-level directories

datadata: 55teststests: 44scriptsscripts: 33manman: 33RR: 33instinst: 33docsdocs: 33vignettesvignettes: 33reading-listreading-list: 33.Rproj.user.Rproj.user: 22DataData: 22profileprofile: 11paperspapers: 11stanstan: 11GraphsGraphs: 11aesaes: 11workshopworkshop: 11test_case_exampletest_case_example: 11

Most common file extensions

By total file count across the estate.

.r.r: 159159.woff2.woff2: 157157.html.html: 133133.md.md: 117117.rd.rd: 9999.png.png: 9696.js.js: 8282.css.css: 5656.ttf.ttf: 2727.pdf.pdf: 1818.rmd.rmd: 1818.otf.otf: 1212.log.log: 1010.stan.stan: 99.txt.txt: 99.eot.eot: 88

The twenty largest repositories

RepositoryLanguageGit size CommitsFilesStatus
multimcmR2.4 GB338149active
outstandRHTML109.4 MB567593active
stat0019_binderR54.1 MB22236active
BayesianMixtureCureStan35.1 MB3847active
EpitomeJavaScript33.8 MB16238active
COVID_ItalyR19.7 MB511active
blendRHTML14.7 MB20970active
london-bikes-867.3 kB53active
Polished-FribbleR516.1 kB7248active
blendR-paperHTML282.6 kB1124active
gender-bias-in-hiring-153.6 kB44active
HTAinRmanifestoR86.0 kB316active
covid-29.7 kB271active
statisticshealtheconomics.r-universe.dev-6.1 kB102active
speed-limits-4.1 kB43active
.github-1.0 kB22active
STAT0019-practicalsR1.0 kB53active