Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-18 08:23 UTC

samplics-org / svy

Modern Python ecosystem for complex survey design, weighting, estimation, and small area estimation.

Python · C · RustMIT★ 23 stars⑂ 0 forkssince Jan 2026View on GitHub ↗

samplics-org/svy holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on Vitality (90/100) and lowest on Community & Adoption (44/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.

81
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.

81
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 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).

Ownership

svyOrganization
9 followers2 public repossince Dec 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIsvy0.29.0-524 days agosamplingsampleweightingestimationsurvey
PyPIsvy-iopoints to another repo — not scored0.4.0-129 days ago
PyPIsvy_rspoints to another repo — not scored0.17.1-194 days ago

Metrics by category

Vitality

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

90Excellent · 21% of overall
How it's scored
36/36Push recencylast push 4 days ago
18.7/36Commit cadence27/52 weeks with commits
18/18Commit volume311 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year311
human_commit_share1
days_since_last_push4
active_weeks_last_year27

Release discipline

100Exceptional
How it's scored
27/27Ships releases8 releases published
36/36Release recencylatest release 4 days ago
27/27Release cadencea release every ~2.3 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count8
latest_release_tagsvy-v0.29.0
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases2.3
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

44Weak · 17% of overall
How it's scored
21.8/60Stars23 stars
0/25Forks0 forks
0/15Watchers2 watchers
Inputs used
forks0
stars23
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

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

55Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
39.4/42Issue resolution94% of issues closed
23.1/30PR acceptance128/166 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs128
open_issues1
closed_issues15
prs_merged_7d8
prs_decided_7d8
prs_merged_30d47
prs_decided_30d47
issue_closed_ratio0.938
closed_unmerged_prs38
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 domain
7.2/25Owner reach9 followers of samplics-org
15.5/25Track record2 public repos, account ~7 yr old
Inputs used
followers9
owner_typeOrganization
is_verifiedno
owner_loginsamplics-org
public_repos2
account_age_days2,818

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 4 days ago
20/20Version history52 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagessvy
ecosystemspypi
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall
How it's scored
24/24CI workflows5 workflow(s)
24/24Tests present
16/16Linter configpackages/svy-io/pyproject.toml ([tool.ruff]), packages/svy/pyproject.toml ([tool.ruff]), pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage sitehttps://svylab.com/docs/svy
10/10Repository description
10/10Topics10 topics
10/10Wiki
Inputs used
topicsdata-science, jax, official-statistics, python, sampling, small-area-estimation, statistics, survey-statistics, survey-weighting, design-based-inference
has_wikiyes
homepage
docs_sitehttps://svylab.com/docs/svy
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

72Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
2.2/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests30 out of 30 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
0/7.5Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
5/5Fuzzingproject is fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
5/5Pinned-Dependenciesall dependencies are pinned
0/5SASTSAST tool is not run on all commits -- score normalized to 0
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities13 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.5
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
25/25Indirect dependencies free of known advisoriesno indirect dependency carries a known advisory
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages15
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:svy@0.29.0 runtime dependency closure — what installing the published package pulls in — 15 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.

78Good · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt)llms.txt served by the project website (https://svylab.com/llms.txt)
40/40Legible commit history97 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://svylab.com/llms.txt
legible_history_share0.97
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrapmakefile, packages/svy-io/makefile
22/22Automated tests
11/11Lint / format configpackages/svy-io/pyproject.toml ([tool.ruff]), packages/svy/pyproject.toml ([tool.ruff]), pyproject.toml ([tool.ruff])
11/11Static type checkingpackages/svy/src/svy/py.typed
10/10Reproducible environmentlockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
10/10OpenSSF Scorecard: Pinned-Dependenciesall dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, uv.lock
has_dockerfileno
typed_languageno
bootstrap_filesmakefile, packages/svy-io/makefile
has_devcontainerno
has_linter_configyes
typecheck_configspackages/svy/src/svy/py.typed
agent_commit_share0
toolchain_manifestspackages/svy-io/native/readstat-sys/Cargo.toml, packages/svy-io/native/svyreadstat_rs/Cargo.toml, packages/svy-rs/Cargo.toml
dependency_bot_commit_share0
How it's scored
27/45Type-checkable codePython with type-check config (packages/svy/src/svy/py.typed)
53.8/55Manageable file sizes12/559 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes193,539
source_files_sampled559
oversized_source_files12
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
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

23GitHub stars
1contributors
311commits, last 12 months
4days since last push
8releases
1bus factor
1open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch crates package 'svy_rs' from its registry
  • pypi download statistics for 'svy' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi package 'svy-io' points at a different repository (https://svylab.com/docs/svy-io); excluded from ecosystem scoring
  • pypi package 'svy_rs' points at a different repository (https://gitlab.com/samplics/svy); excluded from ecosystem scoring

More detail

OpenSSF Scorecard 6.5 / 10
6.5aggregate

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 · 2026-09-18 08:22 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities13 existing vulnerabilities detected
Direct dependencies 20
RegistryPackageVersion constraintManifest
PyPIpolars>=1.34.0packages/svy-io/pyproject.toml
crates.iopyo30.29packages/svy-rs/Cargo.toml
crates.iopyo3-polars0.28packages/svy-rs/Cargo.toml
crates.iopolars0.55packages/svy-rs/Cargo.toml
crates.iofaer0.24packages/svy-rs/Cargo.toml
crates.ioahash0.8packages/svy-rs/Cargo.toml
crates.ionumpy0.29packages/svy-rs/Cargo.toml
crates.iondarray0.17packages/svy-rs/Cargo.toml
crates.iorayon1.12packages/svy-rs/Cargo.toml
crates.iorustc-hash2.1packages/svy-rs/Cargo.toml
crates.iothiserror2.0packages/svy-rs/Cargo.toml
crates.ioapprox0.5.1packages/svy-rs/Cargo.toml
PyPIpolars>=1.39.1packages/svy-rs/pyproject.toml
PyPIhttpx>=0.28.1packages/svy/pyproject.toml
PyPInumpy>=2.0packages/svy/pyproject.toml
PyPImsgspec>=0.21.0packages/svy/pyproject.toml
PyPIpolars>=1.36.1packages/svy/pyproject.toml
PyPIscipy>=1.13packages/svy/pyproject.toml
PyPIsvy-io>=0.4.0,<0.5.0packages/svy/pyproject.toml
PyPIsvy-rs>=0.17.1,<0.18.0packages/svy/pyproject.toml
All dependencies 710

Full resolved dependency set from the GitHub dependency graph: 29 direct and 681 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioahash0.8.12direct
crates.ioapprox0.5.1direct
crates.iofaer0.24.4direct
crates.iondarray0.17.2direct
crates.ionumpy0.29.0direct
crates.iopolars0.55.2direct
crates.iopyo30.29.0direct
crates.iopyo30.29.2direct
crates.iopyo3-polars0.28.0direct
crates.iorayon1.11.0direct
crates.iorayon1.12.0direct
crates.iorustc-hash2.1.2direct
crates.iorustc-hash2.1.3direct
crates.iothiserror1.0.69direct
crates.iothiserror2.0.20direct
PyPIhttpxdirect
PyPIhttpx0.28.1direct
PyPImsgspecdirect
PyPImsgspec0.21.1direct
PyPInumpydirect
PyPInumpy2.4.4direct
PyPIpolarsdirect
PyPIpolars1.39.3direct
PyPIscipydirect
PyPIscipy1.17.1direct
PyPIsvy-iodirect
PyPIsvy-io0.4.0direct
PyPIsvy-rsdirect
PyPIsvy-rs0.17.1direct
crates.ioadler22.0.1indirect
crates.ioaho-corasick1.1.3indirect
crates.ioaho-corasick1.1.4indirect
crates.ioalloca0.4.0indirect
crates.ioallocator-api20.2.21indirect
crates.ioandroid_system_properties0.1.5indirect
crates.ioanes0.1.6indirect
crates.ioanstyle1.0.13indirect
crates.ioanstyle1.0.14indirect
crates.ioanyhow1.0.100indirect
crates.ioar_archive_writer0.2.0indirect
crates.ioargminmax0.6.3indirect
crates.ioarray-init-cursor0.2.1indirect
crates.ioarrayref0.3.9indirect
crates.ioarrayvec0.7.6indirect
crates.ioarrow58.1.0indirect
crates.ioarrow-arith58.1.0indirect
crates.ioarrow-array58.1.0indirect
crates.ioarrow-buffer58.1.0indirect
crates.ioarrow-cast58.1.0indirect
crates.ioarrow-csv58.1.0indirect
crates.ioarrow-data58.1.0indirect
crates.ioarrow-ipc58.1.0indirect
crates.ioarrow-json58.1.0indirect
crates.ioarrow-ord58.1.0indirect
crates.ioarrow-row58.1.0indirect
crates.ioarrow-schema58.1.0indirect
crates.ioarrow-select58.1.0indirect
crates.ioarrow-string58.1.0indirect
crates.ioasync-channel2.5.0indirect
crates.ioasync-stream0.3.6indirect
crates.ioasync-stream-impl0.3.6indirect
crates.ioasync-trait0.1.89indirect
crates.ioatoi2.0.0indirect
crates.ioatoi_simd0.18.1indirect
crates.ioatomic-wait1.1.0indirect
crates.ioatomic-waker1.1.2indirect
crates.ioautocfg1.5.0indirect
crates.iobase640.22.1indirect
crates.iobincode2.0.1indirect
crates.iobincode_derive2.0.1indirect
crates.iobindgen0.72.1indirect
crates.iobitflags2.10.0indirect
crates.iobitflags2.9.4indirect
crates.ioblake31.8.3indirect
crates.ioblock-buffer0.10.4indirect
crates.ioblock-buffer0.12.1indirect
crates.ioboxcar0.2.14indirect
crates.iobumpalo3.19.0indirect
crates.iobumpalo3.19.1indirect
crates.iobytemuck1.24.0indirect
crates.iobytemuck_derive1.10.2indirect
crates.iobyteorder1.5.0indirect
crates.iobytes1.12.1indirect
crates.iocast0.3.0indirect
crates.iocastaway0.2.4indirect
crates.iocc1.2.39indirect
crates.iocc1.2.52indirect
crates.iocc1.4.4indirect
crates.iocexpr0.6.0indirect
crates.iocfg-if1.0.3indirect
crates.iocfg-if1.0.4indirect
crates.iocfg_aliases0.2.1indirect
crates.iochacha200.10.1indirect
crates.iochrono0.4.42indirect
crates.iochrono0.4.44indirect
crates.iochrono-tz0.10.4indirect
crates.iociborium0.2.2indirect
crates.iociborium-io0.2.2indirect
crates.iociborium-ll0.2.2indirect
crates.ioclang-sys1.8.1indirect
crates.ioclap4.5.50indirect
crates.ioclap4.6.1indirect
crates.ioclap_builder4.5.50indirect
crates.ioclap_builder4.6.0indirect
crates.ioclap_lex0.7.6indirect
crates.ioclap_lex1.1.0indirect
crates.iocompact_str0.9.0indirect
crates.ioconcurrent-queue2.5.0indirect
crates.ioconst-oid0.10.2indirect
crates.ioconst-random0.1.18indirect
crates.ioconst-random-macro0.1.16indirect
crates.ioconstant_time_eq0.4.2indirect
crates.iocore-foundation0.10.1indirect
crates.iocore-foundation-sys0.8.7indirect
crates.iocpufeatures0.2.17indirect
crates.iocpufeatures0.3.0indirect
crates.iocrc32fast1.5.0indirect
crates.iocriterion0.8.2indirect
crates.iocriterion-plot0.8.2indirect
crates.iocrossbeam0.8.4indirect
crates.iocrossbeam-channel0.5.15indirect
crates.iocrossbeam-deque0.8.6indirect
crates.iocrossbeam-epoch0.9.18indirect
crates.iocrossbeam-queue0.3.12indirect
crates.iocrossbeam-utils0.8.21indirect
crates.iocrunchy0.2.4indirect
crates.iocrypto-common0.1.7indirect
crates.iocrypto-common0.2.2indirect
crates.iocsv1.3.1indirect
crates.iocsv-core0.1.12indirect
crates.iodebug_unsafe0.1.3indirect
crates.iodefer0.2.1indirect
crates.iodigest0.10.7indirect
crates.iodigest0.11.3indirect
crates.iodigest-io0.1.0indirect
crates.iodisplaydoc0.2.5indirect
crates.iodyn-clone1.0.20indirect
crates.iodyn-stack0.13.2indirect
crates.iodyn-stack-macros0.1.3indirect
crates.ioeither1.15.0indirect
crates.ioenum-as-inner0.6.1indirect
crates.ioequator0.2.2indirect
crates.ioequator0.4.2indirect
crates.ioequator0.6.0indirect
crates.ioequator-macro0.2.1indirect
crates.ioequator-macro0.4.2indirect
crates.ioequator-macro0.6.0indirect
crates.ioequivalent1.0.2indirect
crates.ioerrno0.3.14indirect
crates.ioethnum1.5.3indirect
crates.ioevent-listener5.4.1indirect
crates.ioevent-listener-strategy0.5.4indirect
crates.iofaer-traits0.24.0indirect
crates.iofallible-streaming-iterator0.1.9indirect
crates.iofast-float20.2.3indirect
crates.iofastrand2.5.0indirect
crates.iofind-msvc-tools0.1.11indirect
crates.iofind-msvc-tools0.1.2indirect
crates.iofind-msvc-tools0.1.7indirect
crates.ioflatbuffers25.12.19indirect
crates.ioflate21.1.5indirect
crates.iofnv1.0.7indirect
crates.iofoldhash0.1.5indirect
crates.iofoldhash0.2.0indirect
crates.ioform_urlencoded1.2.2indirect
crates.iofs41.1.0indirect
crates.iofutures0.3.31indirect
crates.iofutures-channel0.3.31indirect
crates.iofutures-core0.3.31indirect
crates.iofutures-executor0.3.31indirect
crates.iofutures-io0.3.31indirect
crates.iofutures-macro0.3.31indirect
crates.iofutures-sink0.3.31indirect
crates.iofutures-task0.3.31indirect
crates.iofutures-util0.3.31indirect
crates.iogemm0.19.0indirect
crates.iogemm-c320.19.0indirect
crates.iogemm-c640.19.0indirect
crates.iogemm-common0.19.0indirect
crates.iogemm-f160.19.0indirect
crates.iogemm-f320.19.0indirect
crates.iogemm-f640.19.0indirect
crates.iogenerativity1.1.0indirect
crates.iogenerator0.8.8indirect
crates.iogeneric-array0.14.7indirect
crates.iogetrandom0.2.16indirect
crates.iogetrandom0.3.3indirect
crates.iogetrandom0.3.4indirect
crates.iogetrandom0.4.3indirect
crates.ioglob0.3.3indirect
crates.ioh20.4.13indirect
crates.iohalf2.6.0indirect
crates.iohalf2.7.1indirect
crates.iohashbrown0.15.5indirect
crates.iohashbrown0.16.0indirect
crates.iohashbrown0.16.1indirect
crates.iohashbrown0.17.1indirect
crates.ioheck0.5.0indirect
crates.iohermit-abi0.5.2indirect
crates.iohex0.4.3indirect
crates.iohome0.5.12indirect
crates.iohttp1.4.0indirect
crates.iohttp-body1.0.1indirect
crates.iohttp-body-util0.1.3indirect
crates.iohttparse1.10.1indirect
crates.iohumantime2.3.0indirect
crates.iohybrid-array0.4.14indirect
crates.iohyper1.8.1indirect
crates.iohyper-rustls0.27.7indirect
crates.iohyper-util0.1.19indirect
crates.ioiana-time-zone0.1.64indirect
crates.ioiana-time-zone-haiku0.1.2indirect
crates.ioicu_collections2.1.1indirect
crates.ioicu_locale_core2.1.1indirect
crates.ioicu_normalizer2.1.1indirect
crates.ioicu_normalizer_data2.1.1indirect
crates.ioicu_properties2.1.2indirect
crates.ioicu_properties_data2.1.2indirect
crates.ioicu_provider2.1.1indirect
crates.ioidna1.1.0indirect
crates.ioidna_adapter1.2.1indirect
crates.ioindexmap2.11.4indirect
crates.ioindexmap2.13.0indirect
crates.iointerpol0.2.1indirect
crates.ioipnet2.11.0indirect
crates.ioiri-string0.7.10indirect
crates.ioiter-read1.1.0indirect
crates.ioitertools0.13.0indirect
crates.ioitertools0.14.0indirect
crates.ioitoa1.0.15indirect
crates.ioitoa1.0.17indirect
crates.iojobserver0.1.34indirect
crates.iojs-sys0.3.81indirect
crates.iojs-sys0.3.83indirect
crates.iolazy_static1.5.0indirect
crates.iolexical-core1.0.6indirect
crates.iolexical-parse-float1.0.6indirect
crates.iolexical-parse-integer1.0.6indirect
crates.iolexical-util1.0.7indirect
crates.iolexical-write-float1.0.6indirect
crates.iolexical-write-integer1.0.6indirect
crates.iolibc0.2.176indirect
crates.iolibc0.2.180indirect
crates.iolibc0.2.189indirect
crates.iolibloading0.8.9indirect
crates.iolibm0.2.15indirect
crates.iolibz-sys1.1.22indirect
crates.iolibz-sys1.1.29indirect
crates.iolinux-raw-sys0.11.0indirect
crates.iolitemap0.8.1indirect
crates.iolock_api0.4.14indirect
crates.iolog0.4.28indirect
crates.iolog0.4.29indirect
crates.ioloom0.7.2indirect
crates.iolru-slab0.1.2indirect
crates.iolz41.28.1indirect
crates.iolz4-sys1.11.1+lz4-1.10.0indirect
crates.iomatchers0.2.0indirect
crates.iomatrixmultiply0.3.10indirect
crates.iomemchr2.7.6indirect
crates.iomemmap20.9.9indirect
crates.iominimal-lexical0.2.1indirect
crates.iominiz_oxide0.8.9indirect
crates.iomio1.1.1indirect
crates.ionano-gemm0.2.2indirect
crates.ionano-gemm-c320.2.1indirect
crates.ionano-gemm-c640.2.1indirect
crates.ionano-gemm-codegen0.2.1indirect
crates.ionano-gemm-core0.2.1indirect
crates.ionano-gemm-f320.2.1indirect
crates.ionano-gemm-f640.2.1indirect
crates.ionom7.1.3indirect
crates.ionow0.1.3indirect
crates.ionpyz0.8.4indirect
crates.iontapi0.4.3indirect
crates.ionu-ansi-term0.50.3indirect
crates.ionum-bigint0.4.6indirect
crates.ionum-complex0.4.6indirect
crates.ionum-derive0.4.2indirect
crates.ionum-integer0.1.46indirect
crates.ionum-traits0.2.19indirect
crates.ionum_cpus1.17.0indirect
crates.ioobjc2-core-foundation0.3.2indirect
crates.ioobjc2-io-kit0.3.2indirect
crates.ioobject0.32.2indirect
crates.ioobject_store0.13.2indirect
crates.ioonce_cell1.21.3indirect
crates.iooorandom11.1.5indirect
crates.ioopenssl-probe0.2.0indirect
crates.iopage_size0.6.0indirect
crates.ioparking2.2.1indirect
crates.ioparking_lot0.12.5indirect
crates.ioparking_lot_core0.9.12indirect
crates.iopaste1.0.15indirect
crates.iopercent-encoding2.3.2indirect
crates.iopest2.8.5indirect
crates.iopest_derive2.8.5indirect
crates.iopest_generator2.8.5indirect
crates.iopest_meta2.8.5indirect
crates.iophf0.12.1indirect
crates.iophf_shared0.12.1indirect
crates.iopin-project-lite0.2.16indirect
crates.iopin-utils0.1.0indirect
crates.iopkg-config0.3.32indirect
crates.iopkg-config0.3.34indirect
crates.ioplanus1.1.1indirect
crates.ioplotters0.3.7indirect
crates.ioplotters-backend0.3.7indirect
crates.ioplotters-svg0.3.7indirect
crates.iopolars-arrow0.55.2indirect
crates.iopolars-arrow-format0.2.1indirect
crates.iopolars-async0.55.2indirect
crates.iopolars-buffer0.55.2indirect
crates.iopolars-compute0.55.2indirect
crates.iopolars-config0.55.2indirect
crates.iopolars-core0.55.2indirect
crates.iopolars-dtype0.55.2indirect
crates.iopolars-error0.55.2indirect
crates.iopolars-expr0.55.2indirect
crates.iopolars-ffi0.55.2indirect
crates.iopolars-io0.55.2indirect
crates.iopolars-lazy0.55.2indirect
crates.iopolars-mem-engine0.55.2indirect
crates.iopolars-ooc0.55.2indirect
crates.iopolars-ops0.55.2indirect
crates.iopolars-parquet0.55.2indirect
crates.iopolars-parquet-format0.1.0indirect
crates.iopolars-plan0.55.2indirect
crates.iopolars-row0.55.2indirect
crates.iopolars-schema0.55.2indirect
crates.iopolars-stream0.55.2indirect
crates.iopolars-time0.55.2indirect
crates.iopolars-utils0.55.2indirect
crates.ioportable-atomic1.11.1indirect
crates.ioportable-atomic1.13.0indirect
crates.ioportable-atomic-util0.2.4indirect
crates.iopotential_utf0.1.4indirect
crates.ioppv-lite860.2.21indirect
crates.ioprettyplease0.2.37indirect
crates.ioprivate-gemm-x860.1.20indirect
crates.ioproc-macro21.0.101indirect
crates.ioproc-macro21.0.105indirect
crates.iopsm0.1.28indirect
crates.iopulp0.22.2indirect
crates.iopulp-wasm-simd-flag0.1.0indirect
crates.iopy_literal0.4.0indirect
crates.iopyo3-build-config0.29.0indirect
crates.iopyo3-build-config0.29.2indirect
crates.iopyo3-ffi0.29.0indirect
crates.iopyo3-ffi0.29.2indirect
crates.iopyo3-macros0.29.0indirect
crates.iopyo3-macros0.29.2indirect
crates.iopyo3-macros-backend0.29.0indirect
crates.iopyo3-macros-backend0.29.2indirect
crates.iopyo3-polars-derive0.22.0indirect
crates.ioqd0.8.0indirect
crates.ioquick-xml0.39.4indirect
crates.ioquinn0.11.9indirect
crates.ioquinn-proto0.11.16indirect
crates.ioquinn-udp0.5.14indirect
crates.ioquote1.0.41indirect
crates.ioquote1.0.43indirect
crates.ior-efi5.3.0indirect
crates.ior-efi6.0.0indirect
crates.iorand0.10.2indirect
crates.iorand0.8.7indirect
crates.iorand0.9.5indirect
crates.iorand_chacha0.9.0indirect
crates.iorand_core0.10.1indirect
crates.iorand_core0.6.4indirect
crates.iorand_core0.9.3indirect
crates.iorand_distr0.5.1indirect
crates.iorand_distr0.6.0indirect
crates.iorand_pcg0.10.2indirect
crates.ioraw-cpuid11.6.0indirect
crates.iorawpointer0.2.1indirect
crates.iorayon-core1.13.0indirect
crates.ioreborrow0.5.5indirect
crates.iorecursive0.1.1indirect
crates.iorecursive-proc-macro-impl0.1.1indirect
crates.ioredox_syscall0.5.18indirect
crates.ioregex1.11.3indirect
crates.ioregex1.12.2indirect
crates.ioregex-automata0.4.11indirect
crates.ioregex-automata0.4.13indirect
crates.ioregex-syntax0.8.6indirect
crates.ioregex-syntax0.8.8indirect
crates.ioreqwest0.12.28indirect
crates.ioring0.17.14indirect
crates.iormp0.8.15indirect
crates.iormp-serde1.3.1indirect
crates.iorustc_version0.4.1indirect
crates.iorustix1.1.3indirect
crates.iorustls0.23.36indirect
crates.iorustls-native-certs0.8.3indirect
crates.iorustls-pki-types1.13.2indirect
crates.iorustls-webpki0.103.13indirect
crates.iorustversion1.0.22indirect
crates.ioryu1.0.20indirect
crates.ioryu1.0.22indirect
crates.iosame-file1.0.6indirect
crates.ioschannel0.1.28indirect
crates.ioscoped-tls1.0.1indirect
crates.ioscopeguard1.2.0indirect
crates.iosecurity-framework3.5.1indirect
crates.iosecurity-framework-sys2.15.0indirect
crates.iosemver1.0.27indirect
crates.ioseq-macro0.3.6indirect
crates.ioserde1.0.228indirect
crates.ioserde-pickle1.2.0indirect
crates.ioserde_core1.0.228indirect
crates.ioserde_derive1.0.228indirect
crates.ioserde_json1.0.145indirect
crates.ioserde_json1.0.149indirect
crates.ioserde_stacker0.1.14indirect
crates.ioserde_urlencoded0.7.1indirect
crates.iosha20.10.9indirect
crates.iosha20.11.0indirect
crates.iosharded-slab0.1.7indirect
crates.ioshlex1.3.0indirect
crates.ioshlex2.0.1indirect
crates.iosignal-hook0.4.4indirect
crates.iosignal-hook-registry1.4.8indirect
crates.iosimd-adler320.3.8indirect
crates.iosimdutf80.1.5indirect
crates.iosiphasher1.0.1indirect
crates.ioslab0.4.11indirect
crates.ioslotmap1.1.1indirect
crates.iosmallvec1.15.1indirect
crates.iosocket20.6.1indirect
crates.iospindle0.2.6indirect
crates.iostable_deref_trait1.2.1indirect
crates.iostacker0.1.22indirect
crates.iostatic_assertions1.1.0indirect
crates.iostreaming-decompression0.1.2indirect
crates.iostreaming-iterator0.1.9indirect
crates.iostrength_reduce0.2.4indirect
crates.iostrum_macros0.28.0indirect
crates.iosubtle2.6.1indirect
crates.iosyn1.0.109indirect
crates.iosyn2.0.106indirect
crates.iosyn2.0.107indirect
crates.iosyn2.0.114indirect
crates.iosyn3.0.3indirect
crates.iosync_wrapper1.0.2indirect
crates.iosynstructure0.13.2indirect
crates.iosysctl0.6.0indirect
crates.iosysinfo0.39.6indirect
crates.iotarget-lexicon0.13.4indirect
crates.iotarget-lexicon0.13.5indirect
crates.iothiserror-impl1.0.69indirect
crates.iothiserror-impl2.0.20indirect
crates.iothread_local1.1.9indirect
crates.iotiny-keccak2.0.2indirect
crates.iotinystr0.8.2indirect
crates.iotinytemplate1.2.1indirect
crates.iotinyvec1.10.0indirect
crates.iotinyvec_macros0.1.1indirect
crates.iotokio1.49.0indirect
crates.iotokio-macros2.6.0indirect
crates.iotokio-rustls0.26.4indirect
crates.iotokio-util0.7.18indirect
crates.iotower0.5.2indirect
crates.iotower-http0.6.8indirect
crates.iotower-layer0.3.3indirect
crates.iotower-service0.3.3indirect
crates.iotracing0.1.44indirect
crates.iotracing-attributes0.1.31indirect
crates.iotracing-core0.1.36indirect
crates.iotracing-log0.2.0indirect
crates.iotracing-subscriber0.3.23indirect
crates.iotry-lock0.2.5indirect
crates.iotypenum1.20.1indirect
crates.ioucd-trie0.1.7indirect
crates.iounicode-ident1.0.19indirect
crates.iounicode-ident1.0.22indirect
crates.iountrusted0.9.0indirect
crates.iounty0.0.4indirect
crates.iourl2.5.8indirect
crates.ioutf8_iter1.0.4indirect
crates.iouuid1.19.0indirect
crates.iovaluable0.1.1indirect
crates.iovcpkg0.2.15indirect
crates.ioversion_check0.9.5indirect
crates.iovirtue0.0.18indirect
crates.iowalkdir2.5.0indirect
crates.iowant0.3.1indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowasi0.14.7+wasi-0.2.4indirect
crates.iowasip21.0.1+wasi-0.2.4indirect
crates.iowasm-bindgen0.2.104indirect
crates.iowasm-bindgen0.2.106indirect
crates.iowasm-bindgen-backend0.2.104indirect
crates.iowasm-bindgen-futures0.4.56indirect
crates.iowasm-bindgen-macro0.2.104indirect
crates.iowasm-bindgen-macro0.2.106indirect
crates.iowasm-bindgen-macro-support0.2.104indirect
crates.iowasm-bindgen-macro-support0.2.106indirect
crates.iowasm-bindgen-shared0.2.104indirect
crates.iowasm-bindgen-shared0.2.106indirect
crates.iowasm-streams0.4.2indirect
crates.ioweb-sys0.3.81indirect
crates.ioweb-sys0.3.83indirect
crates.ioweb-time1.1.0indirect
crates.iowinapi0.3.9indirect
crates.iowinapi-i686-pc-windows-gnu0.4.0indirect
crates.iowinapi-util0.1.11indirect
crates.iowinapi-x86_64-pc-windows-gnu0.4.0indirect
crates.iowindows0.62.2indirect
crates.iowindows-collections0.3.2indirect
crates.iowindows-core0.62.1indirect
crates.iowindows-core0.62.2indirect
crates.iowindows-future0.3.2indirect
crates.iowindows-implement0.60.1indirect
crates.iowindows-implement0.60.2indirect
crates.iowindows-interface0.59.2indirect
crates.iowindows-interface0.59.3indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-numerics0.3.1indirect
crates.iowindows-result0.4.0indirect
crates.iowindows-result0.4.1indirect
crates.iowindows-strings0.5.0indirect
crates.iowindows-strings0.5.1indirect
crates.iowindows-sys0.42.0indirect
crates.iowindows-sys0.52.0indirect
crates.iowindows-sys0.59.0indirect
crates.iowindows-sys0.60.2indirect
crates.iowindows-sys0.61.2indirect
crates.iowindows-targets0.52.6indirect
crates.iowindows-targets0.53.5indirect
crates.iowindows-threading0.2.1indirect
crates.iowindows_aarch64_gnullvm0.42.2indirect
crates.iowindows_aarch64_gnullvm0.52.6indirect
crates.iowindows_aarch64_gnullvm0.53.1indirect
crates.iowindows_aarch64_msvc0.42.2indirect
crates.iowindows_aarch64_msvc0.52.6indirect
crates.iowindows_aarch64_msvc0.53.1indirect
crates.iowindows_i686_gnu0.42.2indirect
crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnu0.53.1indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_gnullvm0.53.1indirect
crates.iowindows_i686_msvc0.42.2indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_i686_msvc0.53.1indirect
crates.iowindows_x86_64_gnu0.42.2indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnu0.53.1indirect
crates.iowindows_x86_64_gnullvm0.42.2indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_gnullvm0.53.1indirect
crates.iowindows_x86_64_msvc0.42.2indirect
crates.iowindows_x86_64_msvc0.52.6indirect
crates.iowindows_x86_64_msvc0.53.1indirect
crates.iowit-bindgen0.46.0indirect
crates.iowriteable0.6.2indirect
crates.ioxxhash-rust0.8.15indirect
crates.ioyoke0.8.1indirect
crates.ioyoke-derive0.8.1indirect
crates.iozerocopy0.8.27indirect
crates.iozerocopy0.8.33indirect
crates.iozerocopy-derive0.8.27indirect
crates.iozerocopy-derive0.8.33indirect
crates.iozerofrom0.1.6indirect
crates.iozerofrom-derive0.1.6indirect
crates.iozeroize1.8.2indirect
crates.iozerotrie0.2.3indirect
crates.iozerovec0.11.5indirect
crates.iozerovec-derive0.11.2indirect
crates.iozmij1.0.12indirect
crates.iozstd0.13.3indirect
crates.iozstd-safe7.2.4indirect
crates.iozstd-sys2.0.16+zstd.1.5.7indirect
PyPIanyio4.13.0indirect
PyPIappnope0.1.4indirect
PyPIargon2-cffi25.1.0indirect
PyPIargon2-cffi-bindings25.1.0indirect
PyPIarrow1.4.0indirect
PyPIasttokens3.0.1indirect
PyPIasync-lru2.3.0indirect
PyPIattrs26.1.0indirect
PyPIbabel2.18.0indirect
PyPIbeautifulsoup44.14.3indirect
PyPIbleach6.4.0indirect
PyPIcertifi2026.2.25indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.7indirect
PyPIclick8.4.2indirect
PyPIcodecov2.1.13indirect
PyPIcolorama0.4.6indirect
PyPIcomm0.2.3indirect
PyPIcoverageindirect
PyPIcoverage7.15.4indirect
PyPIdebugpy1.8.20indirect
PyPIdecorator5.2.1indirect
PyPIdefusedxml0.7.1indirect
PyPIexecuting2.2.1indirect
PyPIfaicons0.2.2indirect
PyPIfastjsonschema2.21.2indirect
PyPIfqdn1.5.1indirect
PyPIgreat-tablesindirect
PyPIgreat-tables0.24.0indirect
PyPIh110.16.0indirect
PyPIhtmltools0.6.0indirect
PyPIhttpcore1.0.9indirect
PyPIidna3.18indirect
PyPIimportlib-metadata9.0.0indirect
PyPIimportlib-resources7.1.0indirect
PyPIiniconfig2.3.0indirect
PyPIipykernel7.2.0indirect
PyPIipython9.10.1indirect
PyPIipython9.12.0indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIisoduration20.11.0indirect
PyPIjedi0.19.2indirect
PyPIjinja23.1.6indirect
PyPIjson50.14.0indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter-builder1.1.0indirect
PyPIjupyter-client8.8.0indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyter-events0.12.0indirect
PyPIjupyter-lsp2.3.1indirect
PyPIjupyter-server2.20.0indirect
PyPIjupyter-server-terminals0.5.4indirect
PyPIjupyterlab4.6.3indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.28.0indirect
PyPIlark1.3.1indirect
PyPIline-profiler5.0.2indirect
PyPImarkdown-it-py4.0.0indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib-inline0.2.1indirect
PyPImaturinindirect
PyPImaturin1.15.0indirect
PyPImdurl0.1.2indirect
PyPImistune3.3.4indirect
PyPImultimark0.2.0indirect
PyPInbclient0.10.4indirect
PyPInbconvert7.17.1indirect
PyPInbformat5.10.4indirect
PyPInest-asyncio1.6.0indirect
PyPInokap0.1.0indirect
PyPInotebook-shim0.2.4indirect
PyPIoverrides7.7.0indirect
PyPIpackaging26.1indirect
PyPIpandas3.0.2indirect
PyPIpandocfilters1.5.1indirect
PyPIparso0.8.6indirect
PyPIpatsy1.0.2indirect
PyPIpexpect4.9.0indirect
PyPIplatformdirs4.9.6indirect
PyPIpluggy1.6.0indirect
PyPIpolars-runtime-321.39.3indirect
PyPIprometheus-client0.25.0indirect
PyPIprompt-toolkit3.0.52indirect
PyPIpsutil7.2.2indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpy-cpuinfo210.1.1indirect
PyPIpyarrow23.0.1indirect
PyPIpycparser3.0indirect
PyPIpygments2.20.0indirect
PyPIpytestindirect
PyPIpytest9.1.1indirect
PyPIpytest-benchmarkindirect
PyPIpytest-benchmark5.3.0indirect
PyPIpytest-covindirect
PyPIpytest-cov7.1.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-json-logger4.1.0indirect
PyPIpywinpty3.0.3indirect
PyPIpyyaml6.0.3indirect
PyPIpyzmq27.1.0indirect
PyPIreferencing0.37.0indirect
PyPIrequests2.33.1indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIrichindirect
PyPIrich15.0.0indirect
PyPIrpds-py0.30.0indirect
PyPIruff0.16.4indirect
PyPIsamplics0.6.0indirect
PyPIsend2trash2.1.0indirect
PyPIsix1.17.0indirect
PyPIsoupsieve2.8.4indirect
PyPIstack-data0.6.3indirect
PyPIstatsmodels0.14.6indirect
PyPIsvy0.29.0indirect
PyPIterminado0.18.1indirect
PyPItinycss21.4.0indirect
PyPItomli2.4.1indirect
PyPItornado6.5.8indirect
PyPItqdm4.70.0indirect
PyPItraitlets5.14.3indirect
PyPIty0.0.21indirect
PyPItyping-extensions4.15.0indirect
PyPItzdata2026.1indirect
PyPIuri-template1.3.0indirect
PyPIurllib32.7.0indirect
PyPIuv-buildindirect
PyPIwcwidth0.6.0indirect
PyPIwebcolors25.10.0indirect
PyPIwebencodings0.5.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsockets16.1indirect
PyPIzipp3.23.1indirect
Dependency advisories 0

Installing pypi:svy@0.29.0 pulls in 15 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

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.

The message is kept through sign-in.

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 statisticsPyPI.