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nhsx / Code

28 languages, 1.5 GB 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

28
languages in use
1.5 GB of source
16k
files at HEAD
across every analysed repository
0 B
on disk as mirrors
full history, every branch and tag
293.2 MB
largest repository
audere

What stands out

One archived repository holds 12% of all the bytes.

audere is 293.2 MB of git - a 2013 static snapshot of www.gov.uk, not source code. It single-handedly makes HTML the largest language by volume (96% 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.

39% 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: 1.5 GB1.5 GBJupyter NotebookJupyter Notebook: 19.2 MB19.2 MBPythonPython: 17.3 MB17.3 MBJavaScriptJavaScript: 7.7 MB7.7 MBTypeScriptTypeScript: 3.5 MB3.5 MBCSSCSS: 3.4 MB3.4 MBJavaJava: 2.6 MB2.6 MBRR: 474.0 kB474.0 kBVueVue: 312.8 kB312.8 kBC#C#: 310.4 kB310.4 kBSCSSSCSS: 307.6 kB307.6 kBHCLHCL: 279.8 kB279.8 kBObjective-C++Objective-C++: 220.1 kB220.1 kBShellShell: 177.0 kB177.0 kB

By number of repositories

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

PythonPython: 5757HTMLHTML: 3939Jupyter NotebookJupyter Notebook: 3636CSSCSS: 3333JavaScriptJavaScript: 2828ShellShell: 1818SCSSSCSS: 1212DockerfileDockerfile: 1010RR: 77RubyRuby: 66MakefileMakefile: 55HCLHCL: 44TSQLTSQL: 44BatchfileBatchfile: 44

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

PythonPython: 3030HTMLHTML: 1414Jupyter NotebookJupyter Notebook: 1313JavaScriptJavaScript: 1010CSSCSS: 44TypeScriptTypeScript: 33RR: 33SCSSSCSS: 33TSQLTSQL: 11SwiftSwift: 11

Archived repositories

PythonPython: 00HTMLHTML: 22Jupyter NotebookJupyter Notebook: 00JavaScriptJavaScript: 11CSSCSS: 00TypeScriptTypeScript: 00RR: 00SCSSSCSS: 00TSQLTSQL: 11SwiftSwift: 00

Scale

Repository size distribution

Git data per repository, log-ish buckets.

36271890< 10 kB: 4< 10 kB< 100 kB: 9< 100 kB< 1 MB: 27< 1 MB< 10 MB: 36< 10 MB< 100 MB: 19< 100 MB100 MB +: 8100 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.

4.1k769.0143.526.85.0213.490.1604.44.1k.github: 6 commits, 2 files, 2 authorsAIF_Allocation_Tool: 191 commits, 13 files, 15 authorsASDM: 50 commits, 75 files, 5 authorsAnalyticsUnit: 217 commits, 168 files, 17 authorsELM4PSIR: 36 commits, 166 files, 6 authorsESNEFT_diabetes_StephenRicher: 9 commits, 16 files, 2 authorsForecasting: 80 commits, 24 files, 3 authorsHSMA4-12-DES-rheum: 88 commits, 33 files, 5 authorsLASwift: 45 commits, 136 files, 6 authorsLIME-XAI-Facial-Disease-Classification: 37 commits, 17 files, 2 authorsMental-Health: 126 commits, 72 files, 2 authorsPrivacyFingerprint: 11 commits, 11 files, 2 authorsSynPath: 69 commits, 89 files, 6 authorsSynPath_Diabetes: 21 commits, 43 files, 3 authorsSynthVAE: 236 commits, 121 files, 12 authorsSystemHierarchies: 21 commits, 67 files, 3 authorsTime_Series_Forecasting_MS: 22 commits, 88 files, 4 authorsadmitme: 173 commits, 65 files, 7 authorsai-dictionary: 258 commits, 36 files, 19 authorsalgorithm-library: 8 commits, 4 files, 2 authorsambulance-DES: 10 commits, 119 files, 3 authorsanalyticsunit-template: 50 commits, 10 files, 9 authorsantibiotic_cost: 249 commits, 56 files, 5 authorsantibody-web: 653 commits, 297 files, 10 authorsau-azure-databricks: 403 commits, 166 files, 16 authorsau-azure-databricks-cicd: 1,374 commits, 340 files, 25 authorsau-azure-functionapps-cicd: 37 commits, 17 files, 5 authorsau-data-engineering: 181 commits, 119 files, 7 authorsau-tableau-analytics: 671 commits, 206 files, 17 authorsaudere: 3,704 commits, 4,056 files, 36 authorscommercial-data-healthcare-predictions: 53 commits, 20 files, 3 authorscovid-chest-imaging-database: 1,501 commits, 193 files, 18 authorscovid-pass-letter-backend-gitleaks-tests: 10 commits, 191 files, 5 authorsdata-lens-query-validator: 21 commits, 8 files, 3 authorsdiabetes-inequalities: 198 commits, 35 files, 4 authorsdigital-health-insights: 201 commits, 58 files, 5 authorsdigital-social-care-buyer-guidance-tree: 79 commits, 58 files, 4 authorsdigitisation-index: 6 commits, 45 files, 2 authorsdna-risk-predict: 146 commits, 36 files, 8 authorsdt-public: 246 commits, 593 files, 4 authorsgp_mapping: 202 commits, 55 files, 4 authorshypergraph-mm: 77 commits, 30 files, 5 authorshypergraphical: 150 commits, 53 files, 5 authorsil-frontdoor-form: 50 commits, 44 files, 1 authorsil-hans-management-interface: 114 commits, 45 files, 12 authorsil-hans-nems-subscriber: 142 commits, 170 files, 7 authorsil-innovation-radar: 155 commits, 34 files, 25 authorsil-magic-scanner: 34 commits, 105 files, 2 authorsil-qr-form: 8 commits, 18 files, 1 authorsil-smpi-trial: 7 commits, 24 files, 1 authorsinternational-patient-summary: 5 commits, 60 files, 2 authorslanguage-corpus-tools: 12 commits, 113 files, 3 authorsmorbidity_network_analysis: 109 commits, 20 files, 6 authorsnccid-cleaning: 86 commits, 15 files, 6 authorsnccid-ct-slice-lung-classification: 18 commits, 9 files, 2 authorsnccid-validation-infrastructure: 50 commits, 49 files, 5 authorsnhs-app-analytics-dashboard: 99 commits, 6 files, 7 authorsnhs-io-theme: 135 commits, 30 files, 23 authorsnhs_time_of_travel: 561 commits, 80 files, 16 authorsnhsalexahack: 81 commits, 7 files, 6 authorsnhsx-internship-projects: 211 commits, 135 files, 12 authorsnhsx-io-theme: 120 commits, 30 files, 19 authorsnhsx-prototype: 39 commits, 207 files, 5 authorsnhsx-publications: 82 commits, 100 files, 6 authorsnhsx-website: 1,729 commits, 604 files, 45 authorsold-nhsx-website: 384 commits, 86 files, 21 authorsonline-services-demographic-modelling: 31 commits, 48 files, 3 authorsopen-analytics-template: 41 commits, 46 files, 6 authorsopen-cyber: 383 commits, 677 files, 8 authorsopen-cyber-interim: 352 commits, 741 files, 6 authorsopen-source-fhir-server: 55 commits, 549 files, 3 authorsopen-source-imaging-data-sets: 85 commits, 32 files, 10 authorsopen-source-policy: 61 commits, 4 files, 8 authorspatient-online-mapping: 70 commits, 55 files, 3 authorsself-isolation-prototype: 104 commits, 287 files, 5 authorsskunkworks: 242 commits, 131 files, 8 authorsskunkworks-adrenal-lesions-detection: 16 commits, 20 files, 2 authorsskunkworks-ambulance-queueing-prediction: 96 commits, 32 files, 12 authorsskunkworks-bed-allocation: 172 commits, 210 files, 10 authorsskunkworks-ct-alignment-lesion-detection: 19 commits, 178 files, 3 authorsskunkworks-data-lens: 69 commits, 186 files, 7 authorsskunkworks-long-stayer-risk-stratification: 27 commits, 91 files, 7 authorsskunkworks-long-stayer-risk-stratification-baseline: 262 commits, 33 files, 7 authorsskunkworks-model-card: 472 commits, 191 files, 25 authorsskunkworks-nursing-placement-schedule-optimisation: 127 commits, 36 files, 3 authorsskunkworks-parkinsons-detection: 56 commits, 140 files, 12 authorsskunkworks-renal-health-prediction: 28 commits, 218 files, 4 authorsskunkworks-synthetic-data: 6 commits, 138 files, 2 authorsskunkworks-template: 46 commits, 5 files, 8 authorssocial-care-connectivity-devices: 26 commits, 8 files, 3 authorsstandards-community-platform-for-health-and-social-care: 22 commits, 3 files, 2 authorsstandards-registry: 1,666 commits, 259 files, 27 authorsstandards-registry-discovery: 163 commits, 518 files, 7 authorsstm-survey-text: 61 commits, 31 files, 6 authorssynthea: 4,120 commits, 848 files, 109 authorstransform: 23 commits, 28 files, 4 authorsturbo-octo-robot: 38 commits, 8 files, 2 authorstxt-ray-align: 37 commits, 40 files, 8 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

docsdocs: 3535datadata: 1919srcsrc: 1919assetsassets: 1616_layouts_layouts: 1616teststests: 1414_includes_includes: 1313liblib: 1111notebooksnotebooks: 99appapp: 88reportsreports: 77publicpublic: 66configconfig: 66middlewaremiddleware: 55imagesimages: 44componentscomponents: 44pagespages: 44stylesstyles: 44

Most common file extensions

By total file count across the estate.

.png.png: 3k3k.py.py: 1.8k1.8k.js.js: 1.5k1.5k.html.html: 1.2k1.2k.json.json: 945945.svg.svg: 826826.md.md: 686686.ts.ts: 579579.tsx.tsx: 495495.java.java: 295295.css.css: 231231.scss.scss: 214214.cs.cs: 179179.rds.rds: 176176.csv.csv: 172172.tf.tf: 170170

The twenty largest repositories

RepositoryLanguageGit size CommitsFilesStatus
audereTypeScript293.2 MB3,7044,056active
au-tableau-analyticsTSQL284.1 MB671206active
syntheaJava279.3 MB4,120848active
open-cyberHTML240.3 MB383677active
open-cyber-interimHTML226.7 MB352741active
diabetes-inequalitiesPython159.7 MB19835active
AIF_Allocation_ToolPython111.0 MB19113active
stm-survey-textR107.5 MB6131active
nccid-ct-slice-lung-classificationPython73.5 MB189active
nhs-app-analytics-dashboard-55.7 MB996active
patient-online-mappingHTML52.7 MB7055active
commercial-data-healthcare-predictionsJupyter Notebook48.8 MB5320active
nhs_time_of_travelHTML46.9 MB56180active
antibody-webTypeScript37.5 MB653297active
standards-registry-discoveryHTML27.0 MB163518active
skunkworks-renal-health-predictionPython23.6 MB28218active
ambulance-DESHTML22.1 MB10119active
AnalyticsUnitCSS21.4 MB217168active
skunkworks-parkinsons-detectionHTML20.3 MB56140active
Mental-Health-19.6 MB12672active