Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-19 15:38 UTC

ToucanToco / fastexcel

A fast excel reader for Rust and Python

Rust · PythonMIT★ 247 stars⑂ 21 forkssince Oct 2022View on GitHub ↗

ToucanToco/fastexcel holds a health index of 90 out of 100, placing it in the Excellent band. It scores highest on Vitality (89/100) and lowest on Community & Adoption (64/100). It was last updated today. A single contributor accounts for most of its recent work.

90
overall / 100
Excellent

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.

90
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 76 is calibrated to 90 on the published index scale (record calibration 2026-08-02).

Ownership

ToucanTocoOrganization
25 followers62 public repossince Aug 2014

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
crates.iofastexcel0.21.0160100 days ago
PyPIfastexcel0.21.03,249,789370 days ago

Metrics by category

Vitality

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

89Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
23.5/36Commit cadence34/52 weeks with commits
18/18Commit volume110 commits in the last year
10/10OpenSSF Scorecard: Maintained12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year110
human_commit_share0.58
days_since_last_push0
active_weeks_last_year34
How it's scored
27/27Ships releases38 releases published
36/36Release recencylatest release 0 days ago
27/27Release cadencea release every ~39 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count38
latest_release_tagv0.21.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases39

Community & Adoption

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

64Moderate · 17% of overall
How it's scored
38.8/60Stars247 stars
10.8/25Forks21 forks
5/15Watchers9 watchers
Inputs used
forks21
stars247
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno
How it's scored
80/80Monthly downloads3,249,949 downloads/month across crates, pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesfastexcel, fastexcel
dependents
ecosystemscrates, pypi
total_downloads2,676
monthly_downloads3,249,949
unverified_packages_excluded
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

72Good · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
5.1/22.5Commit distributiontop contributor authored 77% of commits
13.5/13.5Contributor breadth16 contributors
10/10OpenSSF Scorecard: Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor1
contributors_sampled16
top_contributor_share0.772
How it's scored
35.1/42Issue resolution84% of issues closed
27.5/30PR acceptance361/394 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
9/15OpenSSF Scorecard: Code-ReviewFound 10/15 approved changesets -- score normalized to 6
Inputs used
merged_prs361
open_issues18
closed_issues92
prs_merged_7d1
prs_decided_7d1
prs_merged_30d5
prs_decided_30d5
issue_closed_ratio0.836
closed_unmerged_prs33
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 backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
10.2/25Owner reach25 followers of ToucanToco
25/25Track record62 public repos, account ~11 yr old
Inputs used
followers25
owner_typeOrganization
is_verified
owner_loginToucanToco
public_repos62
account_age_days4,374
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable2 package(s) on crates, pypi
35/35Publish recencylatest publish 0 days ago
20/20Version history37 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesfastexcel, fastexcel
ecosystemscrates, pypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall
How it's scored
24/24CI workflows3 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage sitehttp://fastexcel.toucantoco.dev/
10/10Repository description
10/10Topics5 topics
10/10Wiki
Inputs used
topicsarrow, pandas, polars, python, rust
has_wikiyes
homepagehttp://fastexcel.toucantoco.dev/
docs_sitehttp://fastexcel.toucantoco.dev/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

66Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
2.5/2.5CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-ReviewFound 10/15 approved changesets -- score normalized to 6
2.5/2.5Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0/5SASTSAST tool is not run on all commits -- score normalized to 0
0/5Security-Policysecurity policy file not detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.8
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 advisoriesno direct dependency carries a known advisory
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages245
unassessed_packages0
affected_by_severityunknown 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 245 resolved dependencies against OSV. 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.

73Good · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history58 of 58 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
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format config
11/11Static type checkingpython/fastexcel/py.typed
10/10Reproducible environmentlockfile
8/10Demonstrated agent practice4 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance42 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, uv.lock
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configspython/fastexcel/py.typed
agent_commit_share0.04
toolchain_manifestsCargo.toml
dependency_bot_commit_share0.42
How it's scored
45/45Type-checkable codeRust (statically typed)
55/55Manageable file sizes0/53 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes40,069
source_files_sampled53
oversized_source_files0

Key facts

247GitHub stars
16contributors
110commits, last 12 months
0days since last push
38releases
1bus factor
18open issues
crates.io, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index crates:fastexcel@0.21.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 21 ⇿
0Stars
21Forks
29Releases

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.

048121620242122022-112024-092026-07
Major 0Minor 14Patch 15

Each point covers 4 days.

OpenSSF Scorecard 5.8 / 10
5.8aggregate

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 · 2026-08-19 15:37 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
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 10/15 approved changesets -- score normalized to 6
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained12 commit(s) and 3 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
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
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 11
RegistryPackageVersion constraintManifest
crates.ioarrow-array^59Cargo.toml
crates.ioarrow-pyarrow^59Cargo.toml
crates.ioarrow-schema^59Cargo.toml
crates.iocalamine^0.36.1Cargo.toml
crates.iochrono^0.4.40Cargo.toml
crates.iolog^0.4Cargo.toml
crates.iopolars-core>=0.53Cargo.toml
crates.iopyo3^0.29Cargo.toml
crates.iopyo3-arrow^0.19Cargo.toml
crates.iopyo3-log^0.13.3Cargo.toml
PyPItyping-extensions>=4.0.0pyproject.toml
All dependencies 245

Full resolved dependency set from the GitHub dependency graph: 11 direct and 234 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioarrow-array59.2.0direct
crates.ioarrow-pyarrow59.2.0direct
crates.ioarrow-schema59.2.0direct
crates.iocalamine0.36.1direct
crates.iochrono0.4.41direct
crates.iolog0.4.33direct
crates.iopolars-core0.53.0direct
crates.iopyo30.29.2direct
crates.iopyo3-arrow0.19.0direct
crates.iopyo3-log0.13.4direct
PyPItyping-extensions4.15.0direct
crates.ioadler22.0.1indirect
crates.ioahash0.8.12indirect
crates.ioaho-corasick1.1.3indirect
crates.ioallocator-api20.2.21indirect
crates.ioandroid-tzdata0.1.1indirect
crates.ioandroid_system_properties0.1.5indirect
crates.ioanyhow1.0.104indirect
crates.ioarc-swap1.7.1indirect
crates.ioargminmax0.6.3indirect
crates.ioarrow-buffer59.2.0indirect
crates.ioarrow-cast59.0.0indirect
crates.ioarrow-data59.2.0indirect
crates.ioarrow-ord59.0.0indirect
crates.ioarrow-select59.0.0indirect
crates.ioatoi2.0.0indirect
crates.ioatoi_simd0.17.0indirect
crates.ioatoi_simd0.18.1indirect
crates.ioautocfg1.5.0indirect
crates.iobase640.22.1indirect
crates.iobitflags2.9.3indirect
crates.ioboxcar0.2.14indirect
crates.iobumpalo3.19.0indirect
crates.iobytemuck1.23.2indirect
crates.iobytemuck_derive1.10.1indirect
crates.iobyteorder1.5.0indirect
crates.iobytes1.11.1indirect
crates.iocastaway0.2.4indirect
crates.iocc1.2.34indirect
crates.iocfg-if1.0.3indirect
crates.iochrono-tz0.10.4indirect
crates.iocodepage0.1.2indirect
crates.iocomfy-table7.1.4indirect
crates.iocompact_str0.9.0indirect
crates.ioconst-random0.1.18indirect
crates.ioconst-random-macro0.1.16indirect
crates.iocore-foundation-sys0.8.7indirect
crates.iocrc32fast1.5.0indirect
crates.iocrossbeam-deque0.8.6indirect
crates.iocrossbeam-epoch0.9.18indirect
crates.iocrossbeam-utils0.8.21indirect
crates.iocrunchy0.2.4indirect
crates.iodebug_unsafe0.1.3indirect
crates.iodiff0.1.13indirect
crates.iodyn-clone1.0.20indirect
crates.ioeither1.15.0indirect
crates.ioencoding_rs0.8.35indirect
crates.ioequivalent1.0.2indirect
crates.ioethnum1.5.3indirect
crates.iofast-float20.2.3indirect
crates.ioflate21.1.2indirect
crates.iofoldhash0.2.0indirect
crates.iogetrandom0.2.16indirect
crates.iogetrandom0.3.3indirect
crates.ioglob0.3.3indirect
crates.iohalf2.7.1indirect
crates.iohashbrown0.16.0indirect
crates.iohashbrown0.17.0indirect
crates.ioheck0.5.0indirect
crates.ioiana-time-zone0.1.63indirect
crates.ioiana-time-zone-haiku0.1.2indirect
crates.ioindexmap2.12.0indirect
crates.ioitoa1.0.15indirect
crates.iojs-sys0.3.77indirect
crates.iolexical-core1.0.5indirect
crates.iolexical-parse-float1.0.5indirect
crates.iolexical-parse-integer1.0.5indirect
crates.iolexical-util1.0.6indirect
crates.iolexical-write-float1.0.5indirect
crates.iolexical-write-integer1.0.5indirect
crates.iolibc0.2.175indirect
crates.iolibm0.2.15indirect
crates.iolibz-rs-sys0.5.1indirect
crates.iolock_api0.4.13indirect
crates.iomatrixmultiply0.3.10indirect
crates.iomemchr2.7.5indirect
crates.iominiz_oxide0.8.9indirect
crates.iondarray0.16.1indirect
crates.ionum-bigint0.5.1indirect
crates.ionum-complex0.4.6indirect
crates.ionum-derive0.4.2indirect
crates.ionum-integer0.1.46indirect
crates.ionum-traits0.2.19indirect
crates.ionumpy0.29.0indirect
crates.ioonce_cell1.21.3indirect
crates.ioparking_lot0.12.4indirect
crates.ioparking_lot_core0.9.11indirect
crates.iophf0.12.1indirect
crates.iophf_shared0.12.1indirect
crates.iopolars-arrow0.53.0indirect
crates.iopolars-buffer0.53.0indirect
crates.iopolars-compute0.53.0indirect
crates.iopolars-dtype0.53.0indirect
crates.iopolars-error0.53.0indirect
crates.iopolars-row0.53.0indirect
crates.iopolars-schema0.53.0indirect
crates.iopolars-utils0.53.0indirect
crates.ioportable-atomic1.11.1indirect
crates.ioportable-atomic-util0.2.4indirect
crates.ioppv-lite860.2.21indirect
crates.iopretty_assertions1.4.1indirect
crates.ioproc-macro21.0.101indirect
crates.iopsm0.1.26indirect
crates.iopyo3-build-config0.29.2indirect
crates.iopyo3-ffi0.29.2indirect
crates.iopyo3-macros0.29.2indirect
crates.iopyo3-macros-backend0.29.2indirect
crates.ioquick-xml0.41.0indirect
crates.ioquote1.0.40indirect
crates.ior-efi5.3.0indirect
crates.iorand0.9.4indirect
crates.iorand_chacha0.9.0indirect
crates.iorand_core0.9.3indirect
crates.ioraw-cpuid11.5.0indirect
crates.iorawpointer0.2.1indirect
crates.iorayon1.11.0indirect
crates.iorayon-core1.13.0indirect
crates.ioredox_syscall0.5.17indirect
crates.ioregex1.11.2indirect
crates.ioregex-automata0.4.10indirect
crates.ioregex-syntax0.8.6indirect
crates.iorelative-path1.9.3indirect
crates.iorstest0.26.1indirect
crates.iorstest_macros0.26.1indirect
crates.iorustc-hash2.1.1indirect
crates.iorustc_version0.4.1indirect
crates.iorustversion1.0.22indirect
crates.ioryu1.0.20indirect
crates.ioscopeguard1.2.0indirect
crates.iosemver1.0.26indirect
crates.ioserde1.0.228indirect
crates.ioserde_core1.0.228indirect
crates.ioserde_derive1.0.228indirect
crates.ioshlex1.3.0indirect
crates.iosignal-hook0.4.3indirect
crates.iosignal-hook-registry1.4.6indirect
crates.iosimd-adler320.3.7indirect
crates.iosimdutf80.1.5indirect
crates.iosiphasher1.0.1indirect
crates.ioslotmap1.0.7indirect
crates.iosmallvec1.15.1indirect
crates.iostacker0.1.21indirect
crates.iostatic_assertions1.1.0indirect
crates.iostreaming-iterator0.1.9indirect
crates.iostrength_reduce0.2.4indirect
crates.iostrum_macros0.27.2indirect
crates.iosyn2.0.106indirect
crates.iotarget-lexicon0.13.5indirect
crates.iothiserror1.0.69indirect
crates.iothiserror-impl1.0.69indirect
crates.iotiny-keccak2.0.2indirect
crates.iotyped-path0.12.2indirect
crates.iounicode-ident1.0.18indirect
crates.iounicode-segmentation1.12.0indirect
crates.iounicode-width0.2.1indirect
crates.iouuid1.18.0indirect
crates.ioversion_check0.9.5indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowasi0.14.2+wasi-0.2.4indirect
crates.iowasm-bindgen0.2.100indirect
crates.iowasm-bindgen-backend0.2.100indirect
crates.iowasm-bindgen-macro0.2.100indirect
crates.iowasm-bindgen-macro-support0.2.100indirect
crates.iowasm-bindgen-shared0.2.100indirect
crates.iowindows-core0.61.2indirect
crates.iowindows-implement0.60.0indirect
crates.iowindows-interface0.59.1indirect
crates.iowindows-link0.1.3indirect
crates.iowindows-result0.3.4indirect
crates.iowindows-strings0.4.2indirect
crates.iowindows-sys0.59.0indirect
crates.iowindows-targets0.52.6indirect
crates.iowindows_aarch64_gnullvm0.52.6indirect
crates.iowindows_aarch64_msvc0.52.6indirect
crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_msvc0.52.6indirect
crates.iowit-bindgen-rt0.39.0indirect
crates.ioxxhash-rust0.8.15indirect
crates.ioyansi1.0.1indirect
crates.iozerocopy0.8.26indirect
crates.iozerocopy-derive0.8.26indirect
crates.iozip8.6.0indirect
crates.iozlib-rs0.5.1indirect
crates.iozmij1.0.21indirect
crates.iozopfli0.8.3indirect
PyPIast-serialize0.3.0indirect
PyPIcfgv3.5.0indirect
PyPIcolorama0.4.6indirect
PyPIdistlib0.4.0indirect
PyPIet-xmlfile2.0.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIfilelock3.20.3indirect
PyPIidentify2.6.16indirect
PyPIiniconfig2.3.0indirect
PyPIjinja23.1.6indirect
PyPIlibrt0.11.0indirect
PyPImarkdown22.5.4indirect
PyPImarkupsafe3.0.3indirect
PyPImaturin1.11.5indirect
PyPImypy2.0.0indirect
PyPImypy-extensions1.1.0indirect
PyPInodeenv1.10.0indirect
PyPInumpy2.2.6indirect
PyPInumpy2.4.2indirect
PyPIopenpyxl3.1.5indirect
PyPIpackaging26.0indirect
PyPIpandas2.3.3indirect
PyPIpandas3.0.0indirect
PyPIpathspec1.0.4indirect
PyPIpdoc16.0.0indirect
PyPIplatformdirs4.5.1indirect
PyPIpluggy1.6.0indirect
PyPIpolars1.38.1indirect
PyPIpolars-runtime-321.38.1indirect
PyPIpre-commit4.5.1indirect
PyPIpy-cpuinfo9.0.0indirect
PyPIpyarrow24.0.0indirect
PyPIpygments2.20.0indirect
PyPIpytest9.0.3indirect
PyPIpytest-benchmark5.2.3indirect
PyPIpytest-mock3.15.1indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpytz2025.2indirect
PyPIpyyaml6.0.3indirect
PyPIruff0.15.0indirect
PyPIsix1.17.0indirect
PyPItomli2.4.0indirect
PyPIty0.0.35indirect
PyPItzdata2025.3indirect
PyPIvirtualenv20.36.1indirect
PyPIxlrd2.0.2indirect
Dependency advisories 1

This repository publishes no package the index resolves, so its own dependency graph was assessed — 245 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
crossbeam-epoch0.9.18indirectunknown10.9.20

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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Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

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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 statisticscrates.io, PyPI.