Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 14:35 UTC

CodeForPhilly / chime

COVID-19 Hospital Impact Model for Epidemics

PythonMIT★ 210 stars⑂ 153 forkssince Mar 2020View on GitHub ↗
KindNetwork serviceLibraryCommand-line toolhow this is determined

CodeForPhilly/chime holds a health index of 34 out of 100, placing it in the At Risk band. It scores highest on Sustainability & Governance (80/100) and lowest on Vitality (22/100). It was last updated 1289 days ago. 3 contributors account for most of its recent work.

34
overall / 100
At Risk

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

34
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).

Ownership

Code for PhillyOrganization
83 followers134 public repossince Feb 2012

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIpenn_chimepoints to another repo — not scored0.0.36242333 days ago—
npme2e0.1.03,187853 days agoe2etester-army

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

22At Risk · 21% of overall
How it's scored
0/36Push recency — last push 1,289 days ago
0/36Commit cadence — 0/52 weeks with commits
0/18Commit volume — 0 commits in the last year
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year0
human_commit_share1
days_since_last_push1,289
active_weeks_last_year0
How it's scored
27/27Ships releases — 39 releases published
0/36Release recency — latest release 2,319 days ago
27/27Release cadence — a release every ~0.9 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count39
latest_release_tagv1.1.5
releases_from_tagsno
days_since_latest_release2,319
mean_days_between_releases0.9

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

77Good · 17% of overall
How it's scored
37.6/60Stars — 210 stars
18.2/25Forks — 153 forks
7.5/15Watchers — 23 watchers
Inputs used
forks153
stars210
watchers23
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateyes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

80Excellent · 23% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
17.4/22.5Commit distribution — top contributor authored 23% of commits
13.5/13.5Contributor breadth — 42 contributors
10/10OpenSSF Scorecard: Contributors — project has 28 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled42
top_contributor_share0.227
How it's scored
38.3/42Issue resolution — 91% of issues closed
24.6/30PR acceptance — 264/322 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
4.5/15OpenSSF Scorecard: Code-Review — Found 6/17 approved changesets -- score normalized to 3
Inputs used
merged_prs264
open_issues25
closed_issues262
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.913
closed_unmerged_prs58
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
13.8/25Owner reach — 83 followers of CodeForPhilly
25/25Track record — 134 public repos, account ~14 yr old
Inputs used
followers83
owner_typeOrganization
is_verifiedno
owner_loginCodeForPhilly
public_repos134
account_age_days5,319

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 53 days ago
20/20Version history — 8 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagese2e
ecosystemsnpm
any_deprecatedno
min_days_since_publish53

Engineering Quality

Are baseline engineering and documentation practices in place?

78Good · 19% of overall
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — setup.cfg ([flake8])
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 8 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://codeforphilly.github.io/chime/
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicscode-for-philly, epidemiology, epidemics, penn, covid-19, code-for-america
has_wikiyes
homepagehttps://codeforphilly.github.io/chime/
docs_sitehttps://codeforphilly.github.io/chime/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

48Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
0/2.5CI-Tests — 0 out of 8 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 6/17 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 28 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 172 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.5
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories300
affected_packages52
assessed_packages295
unassessed_packages14
affected_by_severitycritical 6, high 34, moderate 9, low 2, unknown 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 295 resolved dependencies against OSV. 14 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

40Weak · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://code-for-philly.gitbook.io/llms.txt)
13.9/40Legible commit history — 26 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://code-for-philly.gitbook.io/llms.txt
legible_history_share0.26
agent_instruction_files—
agent_instruction_max_bytes—
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — setup.cfg ([flake8])
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesPipfile.lock, package-lock.json
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/53 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes15,240
source_files_sampled53
oversized_source_files0

Key facts

210GitHub stars
42contributors
0commits, last 12 months
1,289days since last push
39releases
3bus factor
25open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'penn_chime' points at a different repository (https://codeforphilly.github.io/chime/); excluded from ecosystem scoring

More detail

Star and fork history 0 ★ / 153 ⇿
0Stars
153Forks
39Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0255075100125150149342020-032023-052026-08
Major 1Minor 4Patch 7

Each point covers 6 days.

OpenSSF Scorecard 3.5 / 10
3.5aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-13 14:34 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 8 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 6/17 approved changesets -- score normalized to 3
10Contributorsproject has 28 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities172 existing vulnerabilities detected
Direct dependencies 1
RegistryPackageVersion constraintManifest
npmcypress^4.2.0e2e/package.json
All dependencies 309

Full resolved dependency set from the GitHub dependency graph: 1 direct and 308 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIpytest—indirect
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PyPIpytz2019.3indirect
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PyPIsix1.14.0indirect
PyPIstreamlit—indirect
PyPIstreamlit0.58.0indirect
PyPItoml0.10.0indirect
PyPItoolz0.10.0indirect
PyPItornado5.1.1indirect
PyPItraitlets4.3.3indirect
PyPItyped-ast1.4.1indirect
PyPItzlocal2.1b1indirect
PyPIurllib31.25.9indirect
PyPIvalidators0.14.3indirect
PyPIwatchdog0.10.2indirect
PyPIwcwidth0.1.9indirect
PyPIwerkzeug1.0.1indirect
PyPIwidgetsnbextension4.0.0a0indirect
PyPIzipp3.1.0indirect
Dependency advisories 52

This repository publishes no package the index resolves, so its own dependency graph was assessed — 295 packages, which also include development and test pins that never ship: 52 carry known advisories, of which 0 are direct. 14 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
black19.10b0indirectcritical426.3.1
json-schema0.2.3indirectcritical10.4.0
minimist0.0.8indirectcritical21.2.6
minimist1.2.2indirectcritical21.2.6
pillow7.1.1indirectcritical8527.0.0-beta.2
pyyaml5.3.1indirectcritical25.4
ansi-regex3.0.0indirecthigh16.0.1
async3.2.0indirecthigh13.2.2
brace-expansion1.1.11indirecthigh55.0.9
certifi2020.4.5.1indirecthigh52024.7.4
click7.1.1indirecthigh18.3.3
cross-spawn6.0.5indirecthigh17.0.5
extract-zip1.6.7indirecthigh2—
flask1.1.2indirecthigh43.1.3
form-data2.3.3indirecthigh24.0.6
future0.18.2indirecthigh20.18.3
gunicorn20.0.4indirecthigh422.0.0
httplib20.17.3indirecthigh60.32.0
idna2.9indirecthigh43.15
ini1.3.5indirecthigh11.3.6
ipython7.13.0indirecthigh48.10.0
jinja23.0.0a1indirecthigh83.1.6
jupyter-core4.6.3indirecthigh45.8.1
lodash4.17.15indirecthigh64.18.0
minimatch3.0.4indirecthigh410.2.3
moment2.24.0indirecthigh22.29.4
numpy1.18.3indirecthigh61.22
protobuf3.11.3indirecthigh76.33.5
py1.8.1indirecthigh21.10.0
pyasn10.4.8indirecthigh80.6.4
pygments2.6.1indirecthigh82.20.0
qs6.5.2indirecthigh36.16.0
rsa4.0indirecthigh44.7
semver5.7.1indirecthigh17.5.2
streamlit0.58.0indirecthigh61.54.0
tmp0.1.0indirecthigh20.2.6
tornado5.1.1indirecthigh306.5.8
urllib31.25.9indirecthigh182.7.0
uuid3.4.0indirecthigh113.0.1
werkzeug1.0.1indirecthigh163.1.6
ajv6.12.0indirectmoderate28.18.0
dash1.11.0indirectmoderate22.15.0
dash-core-components1.9.1indirectmoderate22.15.0
dash-html-components1.0.3indirectmoderate22.15.0
pytest5.4.1indirectmoderate29.0.3
requestgithub:cypress-io/request#b5af0d1fa47eec97ba980cde90a13e69a2afcd16indirectmoderate13.0.0
requests2.23.0indirectmoderate82.33.0
tough-cookie2.5.0indirectmoderate14.1.3
zipp3.1.0indirectmoderate23.19.1
debug3.2.6indirectlow14.3.1
debug4.1.1indirectlow14.3.1
pandas1.0.3indirectunknown11.0.4

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI, npm.