Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-12 19:46 UTC

ManimCommunity / manim

A community-maintained Python framework for creating mathematical animations.

PythonMIT★ 40,143 stars⑂ 3,022 forkssince May 2020View on GitHub ↗
KindCommand-line toolLibraryhow this is determined
#math#python#manim#animations#hacktoberfest

ManimCommunity/manim holds a health index of 97 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (95/100) and lowest on Security (71/100). It was last updated today. 3 contributors account for most of its recent work.

97
overall / 100
Exceptional

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.

97
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 85 is calibrated to 97 on the published index scale (record calibration 2026-08-02).

Ownership

Manim CommunityOrganization
1,351 followers17 public repossince May 2020

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPImanim0.21.0-341 day ago

Metrics by category

Vitality

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

83Excellent · 21% of overall

Development activity

87Excellent
How it's scored
36/36Push recency — last push 0 days ago
22.8/36Commit cadence — 33/52 weeks with commits
18/18Commit volume — 193 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year193
human_commit_share0.75
days_since_last_push0
active_weeks_last_year33

Release discipline

76Good
How it's scored
27/27Ships releases — 34 releases published
36/36Release recency — latest release 1 days ago
12.6/27Release cadence — a release every ~135.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count34
latest_release_tagv0.21.0
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases135.8

Community & Adoption

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

94Exceptional · 17% of overall

Popularity & adoption

95Exceptional
How it's scored
60/60Stars — 40,143 stars
25/25Forks — 3,022 forks
9.7/15Watchers — 57 watchers
Inputs used
forks3,022
stars40,143
watchers57
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_badges8
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, readthedocs.org, shields.io
has_pull_request_templateyes

Sustainability & Governance

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

85Excellent · 23% of overall

Maintainer resilience (bus factor)

73Good
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
13.1/22.5Commit distribution — top contributor authored 42% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 21 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled98
top_contributor_share0.416

Issue & PR responsiveness

81Excellent
How it's scored
32.7/42Issue resolution — 78% of issues closed
23.2/30PR acceptance — 2,128/2,754 decided PRs merged
13/13Newcomer PR acceptance — 5/5 first-time contributors' PRs merged in 30d
12/15OpenSSF Scorecard: Code-Review — Found 26/29 approved changesets -- score normalized to 8
Inputs used
merged_prs2,128
open_issues400
closed_issues1,403
prs_merged_7d15
prs_decided_7d17
prs_merged_30d26
prs_decided_30d28
issue_closed_ratio0.778
closed_unmerged_prs626
first_time_authors_30d5
first_time_prs_merged_30d5
first_time_prs_decided_30d5

Ownership & stewardship

92Excellent
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
22.5/25Owner reach — 1,351 followers of ManimCommunity
21.1/25Track record — 17 public repos, account ~6 yr old
Inputs used
followers1,351
owner_typeOrganization
is_verified—
owner_loginManimCommunity
public_repos17
account_age_days2,276
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 1 days ago
20/20Version history — 34 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesmanim
ecosystemspypi
any_deprecatedno
min_days_since_publish1

Engineering Quality

Are baseline engineering and documentation practices in place?

95Exceptional · 19% of overall

Engineering practices

92Excellent
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
16/16Linter config — .flake8, .pylintrc
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 28 out of 29 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.manim.community
10/10Repository description
10/10Topics — 5 topics
10/10Wiki
Inputs used
topicsmath, python, manim, animations, hacktoberfest
has_wikiyes
homepagehttps://www.manim.community
docs_sitehttps://www.manim.community
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

71Good · 16% of overall

Security posture

64Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.2/2.5CI-Tests — 28 out of 29 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 26/29 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 21 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
7.5/7.5Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool detected but not run on all commits
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
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.4
Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages32
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:manim@0.21.0 runtime dependency closure — what installing the published package pulls in — 32 packages. 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.

72Good · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 75 of 75 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

82Excellent
How it's scored
18/18One-command bootstrap — docs/Makefile
22/22Automated tests
11/11Lint / format config — .flake8, .pylintrc
11/11Static type checking — manim/py.typed, mypy.ini
10/10Reproducible environment — Dockerfile, lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 25 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsmanim/py.typed, mypy.ini
agent_commit_share0.01
toolchain_manifests—
dependency_bot_commit_share0.25

Code legibility for models

80Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (manim/py.typed, mypy.ini)
53.2/55Manageable file sizes — 11/336 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes976,862
source_files_sampled336
oversized_source_files11

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — notebooks
Inputs used
example_dirsnotebooks
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

40,143GitHub stars
98contributors
193commits, last 12 months
0days since last push
34releases
3bus factor
400open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 18 authors (cap 12)

More detail

Star and fork history 0 ★ / 3,022 ⇿
0Stars
3,022Forks
5Releases

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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

2,0002,2002,4002,6002,8003,0003,2003,022112025-032025-112026-08
Major 0Minor 2Patch 3

Each point covers 2 days.

OpenSSF Scorecard 6.4 / 10
6.4aggregate

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 · 2026-08-12 19:45 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
9CI-Tests28 out of 29 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 26/29 approved changesets -- score normalized to 8
10Contributorsproject has 21 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool detected but not run on all commits
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
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 27
RegistryPackageVersion constraintManifest
PyPIaudioop-lts>=0.2.1pyproject.toml
PyPIav>=15.0pyproject.toml
PyPIbeautifulsoup4>=4.12pyproject.toml
PyPIclick>=8.0pyproject.toml
PyPIcloup>=2.0.0pyproject.toml
PyPIdecorator>=4.3.2pyproject.toml
PyPIisosurfaces>=0.1.1pyproject.toml
PyPImanimpango>=0.6.1,<1.0.0pyproject.toml
PyPImapbox-earcut>=1.0.0pyproject.toml
PyPImoderngl-window>=2.0.0pyproject.toml
PyPImoderngl>=5.7.0,<6.0.0pyproject.toml
PyPInetworkx>=2.6pyproject.toml
PyPInumpy>=2.1pyproject.toml
PyPIpillow>=11.0pyproject.toml
PyPIpycairo>=1.14,<2.0.0pyproject.toml
PyPIpydub>=0.22.0pyproject.toml
PyPIpygments>=2.17pyproject.toml
PyPIrich>=12.0.0pyproject.toml
PyPIscipy>=1.13.0pyproject.toml
PyPIscipy>=1.15.0pyproject.toml
PyPIscreeninfo>=0.7.0pyproject.toml
PyPIskia-pathops>=0.9.0pyproject.toml
PyPIsrt>=3.0.0pyproject.toml
PyPIsvgelements>=1.9.0pyproject.toml
PyPItqdm>=4.21.0pyproject.toml
PyPItyping-extensions>=4.12.0pyproject.toml
PyPIwatchdog>=2.0.0pyproject.toml
All dependencies 190

Full resolved dependency set from the GitHub dependency graph: 26 direct and 164 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaudioop-lts0.2.2direct
PyPIav16.1.0direct
PyPIbeautifulsoup44.14.3direct
PyPIclick8.3.1direct
PyPIcloup3.0.8direct
PyPIdecorator5.2.1direct
PyPIisosurfaces0.1.2direct
PyPImanimpango0.6.1direct
PyPImapbox-earcut2.0.0direct
PyPImoderngl5.12.0direct
PyPImoderngl-window3.1.1direct
PyPInetworkx3.6.1direct
PyPInumpy2.4.1direct
PyPIpillow12.3.0direct
PyPIpycairo1.29.0direct
PyPIpydub0.25.1direct
PyPIpygments2.20.0direct
PyPIrich14.2.0direct
PyPIscipy1.17.0direct
PyPIscreeninfo0.8.1direct
PyPIskia-pathops0.9.1direct
PyPIsrt3.5.3direct
PyPIsvgelements1.9.6direct
PyPItqdm4.67.1direct
PyPItyping-extensions4.15.0direct
PyPIwatchdog6.0.0direct
PyPIaccessible-pygments0.0.5indirect
PyPIalabaster1.0.0indirect
PyPIanyio4.12.1indirect
PyPIappnope0.1.4indirect
PyPIargon2-cffi25.1.0indirect
PyPIargon2-cffi-bindings25.1.0indirect
PyPIarrow1.4.0indirect
PyPIasttokens3.0.1indirect
PyPIasync-lru2.0.5indirect
PyPIattrs25.4.0indirect
PyPIbabel2.17.0indirect
PyPIbleach6.4.0indirect
PyPIcertifi2026.1.4indirect
PyPIcffi2.0.0indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.4.4indirect
PyPIcolorama0.4.6indirect
PyPIcomm0.2.3indirect
PyPIcontourpy1.3.3indirect
PyPIcoverage7.13.1indirect
PyPIcycler0.12.1indirect
PyPIcython3.2.4indirect
PyPIdearpygui2.1.1indirect
PyPIdebugpy1.8.19indirect
PyPIdefusedxml0.7.1indirect
PyPIdistlib0.4.0indirect
PyPIdocutils0.21.2indirect
PyPIexecnet2.1.2indirect
PyPIexecuting2.2.1indirect
PyPIfastjsonschema2.21.2indirect
PyPIfilelock3.20.3indirect
PyPIfonttools4.61.1indirect
PyPIfqdn1.5.1indirect
PyPIfuro—indirect
PyPIfuro2025.12.19indirect
PyPIglcontext3.0.0indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx0.28.1indirect
PyPIidentify2.6.16indirect
PyPIidna3.15indirect
PyPIimagesize1.4.1indirect
PyPIiniconfig2.3.0indirect
PyPIipykernel7.1.0indirect
PyPIipython9.9.0indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIisoduration20.11.0indirect
PyPIjedi0.19.2indirect
PyPIjinja23.1.6indirect
PyPIjson50.13.0indirect
PyPIjsonpointer3.0.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter-client8.8.0indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyter-events0.12.0indirect
PyPIjupyter-lsp2.3.0indirect
PyPIjupyter-server2.20.0indirect
PyPIjupyter-server-terminals0.5.4indirect
PyPIjupyterlab—indirect
PyPIjupyterlab4.5.10indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.28.0indirect
PyPIkiwisolver1.4.9indirect
PyPIlark1.3.1indirect
PyPImanim0.21.0indirect
PyPImarkdown-it-py3.0.0indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib3.10.8indirect
PyPImatplotlib-inline0.2.1indirect
PyPImdit-py-plugins0.5.0indirect
PyPImdurl0.1.2indirect
PyPImistune3.3.0indirect
PyPImyst-parser—indirect
PyPImyst-parser4.0.1indirect
PyPInbclient0.10.4indirect
PyPInbconvert7.17.1indirect
PyPInbformat5.10.4indirect
PyPInest-asyncio1.6.0indirect
PyPInodeenv1.10.0indirect
PyPInotebook7.5.6indirect
PyPInotebook-shim0.2.4indirect
PyPIoverrides7.7.0indirect
PyPIpackaging25.0indirect
PyPIpandocfilters1.5.1indirect
PyPIparso0.8.5indirect
PyPIpexpect4.9.0indirect
PyPIplatformdirs4.5.1indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit4.5.1indirect
PyPIprometheus-client0.24.1indirect
PyPIprompt-toolkit3.0.52indirect
PyPIpsutil7.2.1indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpy1.11.0indirect
PyPIpycparser2.23indirect
PyPIpyglet2.1.12indirect
PyPIpyglm2.8.3indirect
PyPIpyobjc-core12.1indirect
PyPIpyobjc-framework-cocoa12.1indirect
PyPIpyparsing3.3.1indirect
PyPIpytest9.0.3indirect
PyPIpytest-cov7.0.0indirect
PyPIpytest-forked1.6.0indirect
PyPIpytest-xdist2.5.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-json-logger4.0.0indirect
PyPIpywinpty3.0.2indirect
PyPIpyyaml6.0.3indirect
PyPIpyzmq27.1.0indirect
PyPIreferencing0.37.0indirect
PyPIrequests2.33.0indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIroman-numerals4.1.0indirect
PyPIroman-numerals-py4.1.0indirect
PyPIrpds-py0.30.0indirect
PyPIruff0.14.11indirect
PyPIsend2trash2.1.0indirect
PyPIsetuptools83.0.0indirect
PyPIsix1.17.0indirect
PyPIsnowballstemmer3.0.1indirect
PyPIsoupsieve2.8.4indirect
PyPIsphinx—indirect
PyPIsphinx8.2.3indirect
PyPIsphinx-basic-ng1.0.0b2indirect
PyPIsphinx-copybutton—indirect
PyPIsphinx-copybutton0.5.2indirect
PyPIsphinx-design—indirect
PyPIsphinx-design0.6.1indirect
PyPIsphinx-reredirects—indirect
PyPIsphinx-reredirects1.1.0indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-programoutput—indirect
PyPIsphinxcontrib-programoutput0.18indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIsphinxext-opengraph—indirect
PyPIsphinxext-opengraph0.13.0indirect
PyPIstack-data0.6.3indirect
PyPIterminado0.18.1indirect
PyPItinycss21.4.0indirect
PyPItomli2.4.0indirect
PyPItornado6.5.7indirect
PyPItraitlets5.14.3indirect
PyPItypes-decorator5.2.0.20251101indirect
PyPItypes-docutils0.22.3.20251115indirect
PyPItypes-pillow10.2.0.20240822indirect
PyPItypes-pygments2.19.0.20251121indirect
PyPItypst—indirect
PyPItypst0.14.8indirect
PyPItzdata2025.3indirect
PyPIuri-template1.3.0indirect
PyPIurllib32.7.0indirect
PyPIvirtualenv20.36.1indirect
PyPIwcwidth0.2.14indirect
PyPIwebcolors25.10.0indirect
PyPIwebencodings0.5.1indirect
PyPIwebsocket-client1.9.0indirect
Dependency advisories 0

Installing pypi:manim@0.21.0 pulls in 32 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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

Feedback

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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 v0.31.0 — full methodology · metrics wiki.

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