公开记录
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-08-01 05:43 UTC

sportsdataverse / sportsdataverse-py

sportsdataverse python package

PythonMIT★ 111 星标⑂ 13 复刻始于 2021年10月在 GitHub 上查看 ↗
类型库如何判定
#nhl#nhl-api#nba#nba-stats#nfl#nflfastr#college-football#cfb-data#wnba#womens-basketball#college-basketball#espn#python#sports-analytics#sports-data#sports#hockey#data-science#sports-stats#sportsdataverse

sportsdataverse/sportsdataverse-py 的健康指数为 100 分中的 80 分，处于「优秀」区间。 其得分最高的类别是Engineering Quality（95/100），最低的是Security（43/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

80
总分 / 100
优秀

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。

80
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 68 经校准后在公布的指数量表上为 80（记录校准 2026-08-02）。

所有权

SportsDataverse组织
233 关注者73 个公开仓库始于 2020年5月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIsportsdataverse0.0.7315,7941110 天前nbawnbanflcollege-footballncaa-basketballmlbnhlespnmlb-stats-apistatcastbaseball-savantnhl-edgenhl-api-webdataepastatisticswin-probabilityplay-by-playweb-scrapingpolarsparser

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

83优秀 · 占总体的 21%

开发活跃度

72良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
8.3/36提交节奏 — 52 周中有 12 周有提交
18/18提交量 — 最近一年 394 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year394
human_commit_share1
days_since_last_push0
active_weeks_last_year12

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 24 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 5 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count24
latest_release_tagv0.0.73
releases_from_tags否
days_since_latest_release0
mean_days_between_releases5
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

63中等 · 占总体的 17%

流行度与采用

46薄弱
评分方式
33.1/60星标 — 111 个星标
9/25复刻 — 13 个复刻
3.9/15关注者 — 6 位关注者
所用输入
forks13
stars111
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges—
has_contributing是
has_issue_template否
has_code_of_conduct否
readme_badge_services—
has_pull_request_template是

生态采用（下载量）

70良好
评分方式
56/80月度下载量 — pypi 合计每月 15,794 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagessportsdataverse
dependents—
ecosystemspypi
total_downloads—
monthly_downloads15,794
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

55中等 · 占总体的 23%

维护者韧性（巴士系数）

21存在风险
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
3.5/22.5提交分布 — 头号贡献者编写了 84% 的提交
5.4/13.5贡献者广度 — 4 位贡献者
3/10OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled4
top_contributor_share0.843

议题与 PR 响应能力

44薄弱
评分方式
10.2/42议题解决 — 24% 的议题已关闭
28.5/30PR 接受 — 已裁定的 PR 中 241/254 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs241
open_issues34
closed_issues11
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.244
closed_unmerged_prs13
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
已排除计分（无数据或不适用）：newcomer_pr_acceptance。 其余权重已重新归一化。

所有权与托管责任

72良好
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
17/25所有者影响力 — sportsdataverse 有 233 位关注者
25/25既往记录 — 73 个公开仓库，账户约 6 年
所用输入
followers233
owner_typeOrganization
is_verified—
owner_loginsportsdataverse
public_repos73
account_age_days2,265

软件包维护

100卓越
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 111 个已发布版本
20/20未被弃用 — 活跃，未被弃用或撤回
所用输入
packagessportsdataverse
ecosystemspypi
any_deprecated否
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位？

95卓越 · 占总体的 19%

工程实践

92优秀
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
16/16Linter 配置 — .flake8
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
18/20OpenSSF Scorecard：CI-Tests — 21 out of 22 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config是

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://py.sportsdataverse.org
10/10仓库描述
10/10主题标签 — 20 个主题标签
10/10Wiki
所用输入
topicsnhl, nhl-api, nba, nba-stats, nfl, nflfastr, college-football, cfb-data, wnba, womens-basketball, college-basketball, espn, python, sports-analytics, sports-data, sports, hockey, data-science, sports-stats, sportsdataverse
has_wiki是
homepagehttps://py.sportsdataverse.org
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

43薄弱 · 占总体的 16%

安全态势

39薄弱
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.2/2.5CI-Tests — 21 out of 22 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
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 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
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 — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 60 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.9
已排除计分（无数据或不适用）：branch_protection, signed_releases。 其余权重已重新归一化。

依赖安全公告

59中等
评分方式
13.5/35直接依赖不含已知公告 — 2 个受影响：pyarrow 21.0.0 (high 7.0), requests 2.32.5 (moderate 5.5)
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
30.5/40没有长期未处理的公告 — 2 个携带公告的软件包超过 90 天未处理；最早一条发布于 164 天前
所用输入
sourceosv
advisories116
affected_packages32
assessed_packages1,479
unassessed_packages29
affected_by_severitycritical 4, high 16, moderate 9, low 3
direct_affected_packages2
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 1479 个已解析依赖与 OSV 比对。 有 29 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

65良好 · 占总体的 4%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — .github/copilot-instructions.md, CLAUDE.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 100 次人类提交中有 100 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, CLAUDE.md
agent_instruction_max_bytes63,153

验证循环（构建 / 测试 / 类型检查）

54中等
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置 — .flake8
11/11静态类型检查 — docs/tsconfig.json, sportsdataverse/py.typed
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfilesuv.lock, yarn.lock
has_dockerfile否
typed_language否
bootstrap_files—
has_devcontainer否
has_linter_config是
typecheck_configsdocs/tsconfig.json, sportsdataverse/py.typed
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

78良好
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（docs/tsconfig.json, sportsdataverse/py.typed）
51/55可控的文件大小 — 采样的 1,249 个源文件中有 90 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes359,063
source_files_sampled1,249
oversized_source_files90

机器可读接口

40薄弱
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
0/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal否
api_schema_files—

关键数据

111GitHub 星标
4贡献者
394最近 12 个月提交数
0距最近推送天数
24发布版本数
1巴士系数（bus factor）
34开放议题
npm, PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:sportsdataverse@0.0.73; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 13 ⇿
0Star
13Fork
22发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

03581013151312022-052024-062026-07
主版本 0次版本 2修订 20

每个点涵盖 4 天。

OpenSSF Scorecard 3.9 / 10
3.9综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-08-01 05:43 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-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-Tests21 out of 22 merged PRs checked by a CI test -- score normalized to 9
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
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 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
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities60 existing vulnerabilities detected
直接依赖 17
注册表软件包版本约束清单文件
PyPIattrs>=20.3.0pyproject.toml
PyPIbeautifulsoup4>=4.11.0pyproject.toml
PyPIinflection>=0.5.1pyproject.toml
PyPIlxml>=4.9.0pyproject.toml
PyPImatplotlib>=3.5.0pyproject.toml
PyPInumpy>=1.23.0pyproject.toml
PyPIpandas>=2.0.0pyproject.toml
PyPIpolars>=1.0,<2.0pyproject.toml
PyPIpyarrow>=14.0.0pyproject.toml
PyPIpyjanitor>=0.23.1pyproject.toml
PyPIrequests>=2.28.0pyproject.toml
PyPIscipy>=1.10.0pyproject.toml
PyPItqdm>=4.50.0pyproject.toml
PyPIscikit-learn>=1.0.0pyproject.toml
PyPIxgboost>=2.0.0pyproject.toml
PyPIrapidfuzz>=3.13.0pyproject.toml
PyPItzdata—pyproject.toml
全部依赖 1,508

来自 GitHub 依赖图的完整解析依赖集合：49 个直接依赖与 1,459 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
PyPIattrs—直接
PyPIattrs26.1.0直接
PyPIbeautifulsoup4—直接
PyPIbeautifulsoup44.15.0直接
PyPIinflection—直接
PyPIinflection0.5.1直接
PyPIlxml—直接
PyPIlxml6.1.1直接
PyPImatplotlib—直接
PyPImatplotlib3.10.9直接
PyPImatplotlib3.11.0直接
PyPImatplotlib3.9.4直接
PyPInumpy—直接
PyPInumpy2.0.2直接
PyPInumpy2.2.6直接
PyPInumpy2.4.6直接
PyPInumpy2.5.0直接
PyPIpandas—直接
PyPIpandas2.3.3直接
PyPIpandas3.0.4直接
PyPIpolars—直接
PyPIpolars1.36.1直接
PyPIpolars1.42.0直接
PyPIpyarrow—直接
PyPIpyarrow21.0.0直接
PyPIpyarrow24.0.0直接
PyPIpyjanitor—直接
PyPIpyjanitor0.32.2直接
PyPIpyjanitor0.32.23直接
PyPIrapidfuzz3.13.0直接
PyPIrapidfuzz3.14.5直接
PyPIrequests—直接
PyPIrequests2.32.5直接
PyPIrequests2.34.2直接
PyPIscikit-learn1.6.1直接
PyPIscikit-learn1.7.2直接
PyPIscikit-learn1.9.0直接
PyPIscipy—直接
PyPIscipy1.13.1直接
PyPIscipy1.15.3直接
PyPIscipy1.17.1直接
PyPIscipy1.18.0直接
PyPItqdm—直接
PyPItqdm4.68.3直接
PyPItzdata2026.2直接
PyPIxgboost—直接
PyPIxgboost2.1.4直接
PyPIxgboost3.2.0直接
PyPIxgboost3.3.0直接
npm@algolia/abtesting1.18.1间接
npm@algolia/autocomplete-core1.19.2间接
npm@algolia/autocomplete-core1.19.8间接
npm@algolia/autocomplete-plugin-algolia-insights1.19.2间接
npm@algolia/autocomplete-plugin-algolia-insights1.19.8间接
npm@algolia/autocomplete-shared1.19.2间接
npm@algolia/autocomplete-shared1.19.8间接
npm@algolia/client-abtesting5.52.1间接
npm@algolia/client-analytics5.52.1间接
npm@algolia/client-common5.52.1间接
npm@algolia/client-insights5.52.1间接
npm@algolia/client-personalization5.52.1间接
npm@algolia/client-query-suggestions5.52.1间接
npm@algolia/client-search5.52.1间接
npm@algolia/events4.0.1间接
npm@algolia/ingestion1.52.1间接
npm@algolia/monitoring1.52.1间接
npm@algolia/recommend5.52.1间接
npm@algolia/requester-browser-xhr5.52.1间接
npm@algolia/requester-fetch5.52.1间接
npm@algolia/requester-node-http5.52.1间接
npm@babel/code-frame7.29.0间接
npm@babel/compat-data7.29.3间接
npm@babel/core7.29.0间接
npm@babel/generator7.29.1间接
npm@babel/helper-annotate-as-pure7.27.3间接
npm@babel/helper-compilation-targets7.28.6间接
npm@babel/helper-create-class-features-plugin7.29.3间接
npm@babel/helper-create-regexp-features-plugin7.28.5间接
npm@babel/helper-define-polyfill-provider0.6.8间接
npm@babel/helper-globals7.28.0间接
npm@babel/helper-member-expression-to-functions7.28.5间接
npm@babel/helper-module-imports7.28.6间接
npm@babel/helper-module-transforms7.28.6间接
npm@babel/helper-optimise-call-expression7.27.1间接
npm@babel/helper-plugin-utils7.28.6间接
npm@babel/helper-remap-async-to-generator7.27.1间接
npm@babel/helper-replace-supers7.28.6间接
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npmpostcss-pseudo-class-any-link10.0.1间接
npmpostcss-reduce-idents6.0.3间接
npmpostcss-reduce-initial6.1.0间接
npmpostcss-reduce-transforms6.0.2间接
npmpostcss-replace-overflow-wrap4.0.0间接
npmpostcss-selector-not8.0.1间接
npmpostcss-selector-parser6.1.2间接
npmpostcss-selector-parser7.1.1间接
npmpostcss-sort-media-queries5.2.0间接
npmpostcss-svgo6.0.3间接
npmpostcss-unique-selectors6.0.4间接
npmpostcss-value-parser4.2.0间接
npmpostcss-zindex6.0.2间接
npmpretty-error4.0.0间接
npmpretty-time1.1.0间接
npmprism-react-renderer2.4.1间接
npmprismjs1.30.0间接
npmprocess-nextick-args2.0.1间接
npmprompts2.4.2间接
npmprop-types15.8.1间接
npmproperty-information7.1.0间接
npmproto-list1.2.4间接
npmproxy-addr2.0.7间接
npmpunycode2.3.1间接
npmpupa3.3.0间接
npmpvtsutils1.3.6间接
npmpvutils1.1.5间接
npmqs6.14.2间接
npmqs6.15.1间接
npmqueue-microtask1.2.3间接
npmquick-lru5.1.1间接
npmrandombytes2.1.0间接
npmrange-parser1.2.0间接
npmrange-parser1.2.1间接
npmraw-body2.5.3间接
npmrc1.2.8间接
npmreact18.3.1间接
npmreact-dom18.3.1间接
npmreact-fast-compare3.2.2间接
npmreact-helmet-async1.3.0间接
npmreact-is16.13.1间接
npmreact-json-view-lite2.5.0间接
npmreact-loadable6.0.0间接
npmreact-loadable-ssr-addon-v5-slorber1.0.3间接
npmreact-router5.3.4间接
npmreact-router-config5.1.1间接
npmreact-router-dom5.3.4间接
npmreadable-stream2.3.8间接
npmreadable-stream3.6.2间接
npmreaddirp3.6.0间接
npmrecma-build-jsx1.0.0间接
npmrecma-jsx1.0.1间接
npmrecma-parse1.0.0间接
npmrecma-stringify1.0.0间接
npmreflect-metadata0.2.2间接
npmregenerate1.4.2间接
npmregenerate-unicode-properties10.2.2间接
npmregexpu-core6.4.0间接
npmregistry-auth-token5.1.1间接
npmregistry-url6.0.1间接
npmregjsgen0.8.0间接
npmregjsparser0.13.1间接
npmrehype-raw7.0.0间接
npmrehype-recma1.0.0间接
npmrelateurl0.2.7间接
npmremark-directive3.0.1间接
npmremark-emoji4.0.1间接
npmremark-frontmatter5.0.0间接
npmremark-gfm4.0.1间接
npmremark-mdx3.1.1间接
npmremark-parse11.0.0间接
npmremark-rehype11.1.2间接
npmremark-stringify11.0.0间接
npmrenderkid3.0.0间接
npmrequire-from-string2.0.2间接
npmrequire-like0.1.2间接
npmrequires-port1.0.0间接
npmresolve1.22.12间接
npmresolve-alpn1.2.1间接
npmresolve-from4.0.0间接
npmresolve-pathname3.0.0间接
npmresponselike3.0.0间接
npmretry0.13.1间接
npmreusify1.1.0间接
npmrtlcss4.3.0间接
npmrun-applescript7.1.0间接
npmrun-parallel1.2.0间接
npmsafe-buffer5.1.2间接
npmsafe-buffer5.2.1间接
npmsafer-buffer2.1.2间接
npmsax1.6.0间接
npmscheduler0.23.2间接
npmschema-dts1.1.5间接
npmschema-utils3.3.0间接
npmschema-utils4.3.3间接
npmsection-matter1.0.0间接
npmselect-hose2.0.0间接
npmselfsigned5.5.0间接
npmsemver6.3.1间接
npmsemver7.7.4间接
npmsemver-diff4.0.0间接
npmsend0.19.2间接
npmserialize-javascript6.0.2间接
npmserve-handler6.1.7间接
npmserve-index1.9.2间接
npmserve-static1.16.3间接
npmset-function-length1.2.2间接
npmsetprototypeof1.2.0间接
npmshallow-clone3.0.1间接
npmshallowequal1.1.0间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmshell-quote1.8.3间接
npmside-channel1.1.0间接
npmside-channel-list1.0.1间接
npmside-channel-map1.0.1间接
npmside-channel-weakmap1.0.2间接
npmsignal-exit3.0.7间接
npmsirv2.0.4间接
npmsisteransi1.0.5间接
npmsitemap7.1.3间接
npmskin-tone2.0.0间接
npmslash3.0.0间接
npmslash4.0.0间接
npmsnake-case3.0.4间接
npmsockjs0.3.24间接
npmsort-css-media-queries2.2.0间接
npmsource-map0.6.1间接
npmsource-map0.7.6间接
npmsource-map-js1.2.1间接
npmsource-map-support0.5.21间接
npmspace-separated-tokens2.0.2间接
npmspdy4.0.2间接
npmspdy-transport3.0.0间接
npmsprintf-js1.0.3间接
npmsrcset4.0.0间接
npmstatuses1.5.0间接
npmstatuses2.0.2间接
npmstd-env3.10.0间接
npmstring-width4.2.3间接
npmstring-width5.1.2间接
npmstring_decoder1.1.1间接
npmstring_decoder1.3.0间接
npmstringify-entities4.0.4间接
npmstringify-object3.3.0间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.2.0间接
npmstrip-bom-string1.0.0间接
npmstrip-final-newline2.0.0间接
npmstrip-json-comments2.0.1间接
npmstrip-json-comments3.1.1间接
npmstyle-to-js1.1.21间接
npmstyle-to-object1.0.14间接
npmstylehacks6.1.1间接
npmsupports-color7.2.0间接
npmsupports-color8.1.1间接
npmsupports-preserve-symlinks-flag1.0.0间接
npmsvg-parser2.0.4间接
npmsvgo3.3.3间接
npmswc-loader0.2.7间接
npmtapable2.3.3间接
npmterser5.47.1间接
npmterser-webpack-plugin5.5.0间接
npmthingies2.6.0间接
npmthunky1.1.0间接
npmtiny-invariant1.3.3间接
npmtiny-warning1.0.3间接
npmtinypool1.1.1间接
npmto-regex-range5.0.1间接
npmtoidentifier1.0.1间接
npmtotalist3.0.1间接
npmtree-dump1.1.0间接
npmtrim-lines3.0.1间接
npmtrough2.2.0间接
npmtslib1.14.1间接
npmtslib2.8.1间接
npmtsyringe4.10.0间接
npmtype-fest1.4.0间接
npmtype-fest2.19.0间接
npmtype-is1.6.18间接
npmtypedarray-to-buffer3.1.5间接
npmtypescript5.9.3间接
npmundici-types7.19.2间接
npmunicode-canonical-property-names-ecmascript2.0.1间接
npmunicode-emoji-modifier-base1.0.0间接
npmunicode-match-property-ecmascript2.0.0间接
npmunicode-match-property-value-ecmascript2.2.1间接
npmunicode-property-aliases-ecmascript2.2.0间接
npmunified11.0.5间接
npmunique-string3.0.0间接
npmunist-util-is6.0.1间接
npmunist-util-position5.0.0间接
npmunist-util-position-from-estree2.0.0间接
npmunist-util-stringify-position4.0.0间接
npmunist-util-visit5.1.0间接
npmunist-util-visit-parents6.0.2间接
npmuniversalify2.0.1间接
npmunpipe1.0.0间接
npmupdate-browserslist-db1.2.3间接
npmupdate-notifier6.0.2间接
npmuri-js4.4.1间接
npmurl-loader4.1.1间接
npmutil-deprecate1.0.2间接
npmutila0.4.0间接
npmutility-types3.11.0间接
npmutils-merge1.0.1间接
npmuuid8.3.2间接
npmvalue-equal1.0.1间接
npmvary1.1.2间接
npmvfile6.0.3间接
npmvfile-location5.0.3间接
npmvfile-message4.0.3间接
npmwatchpack2.5.1间接
npmwbuf1.7.3间接
npmweb-namespaces2.0.1间接
npmwebpack5.106.2间接
npmwebpack-bundle-analyzer4.10.2间接
npmwebpack-dev-middleware7.4.5间接
npmwebpack-dev-server5.2.3间接
npmwebpack-merge5.10.0间接
npmwebpack-merge6.0.1间接
npmwebpack-sources3.4.1间接
npmwebpackbar7.0.0间接
npmwebsocket-driver0.7.4间接
npmwebsocket-extensions0.1.4间接
npmwhich2.0.2间接
npmwidest-line4.0.1间接
npmwildcard2.0.1间接
npmwrap-ansi8.1.0间接
npmwrite-file-atomic3.0.3间接
npmws7.5.10间接
npmws8.20.0间接
npmwsl-utils0.1.0间接
npmxdg-basedir5.1.0间接
npmxml-js1.6.11间接
npmyallist3.1.1间接
npmyocto-queue1.2.2间接
npmzwitch2.0.4间接
PyPIannotated-doc0.0.4间接
PyPIappnope0.1.4间接
PyPIast-serialize0.5.0间接
PyPIasttokens3.0.1间接
PyPIbackports-tarfile1.2.0间接
PyPIblack—间接
PyPIblack25.11.0间接
PyPIblack26.5.1间接
PyPIbleach6.2.0间接
PyPIbleach6.4.0间接
PyPIbuild1.4.4间接
PyPIbuild1.5.0间接
PyPIcertifi2026.6.17间接
PyPIcffi2.0.0间接
PyPIcfgv3.4.0间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.1.8间接
PyPIclick8.4.2间接
PyPIcolorama0.4.6间接
PyPIcomm0.2.3间接
PyPIcontourpy1.3.0间接
PyPIcontourpy1.3.2间接
PyPIcontourpy1.3.3间接
PyPIcoverage7.10.7间接
PyPIcoverage7.14.3间接
PyPIcryptography47.0.0间接
PyPIcryptography49.0.0间接
PyPIcurl-cffi0.13.0间接
PyPIcurl-cffi0.15.0间接
PyPIcycler0.12.1间接
PyPIdebugpy1.8.21间接
PyPIdecorator5.3.1间接
PyPIdefusedxml0.7.1间接
PyPIdistlib0.4.3间接
PyPIdocstring-parser0.18.0间接
PyPIdocutils0.23间接
PyPIexceptiongroup1.3.1间接
PyPIexecnet2.1.2间接
PyPIexecuting2.2.1间接
PyPIfastjsonschema2.21.2间接
PyPIfilelock3.19.1间接
PyPIfilelock3.29.4间接
PyPIflake8—间接
PyPIflake87.3.0间接
PyPIfonttools4.60.2间接
PyPIfonttools4.63.0间接
PyPIgreenlet3.2.5间接
PyPIgreenlet3.5.3间接
PyPIid1.6.1间接
PyPIidentify2.6.15间接
PyPIidentify2.6.19间接
PyPIidna3.18间接
PyPIimportlib-metadata8.7.1间接
PyPIimportlib-metadata9.0.0间接
PyPIimportlib-resources6.5.2间接
PyPIiniconfig2.1.0间接
PyPIiniconfig2.3.0间接
PyPIipykernel6.31.0间接
PyPIipykernel7.3.0间接
PyPIipython8.18.1间接
PyPIipython8.39.0间接
PyPIipython9.15.0间接
PyPIipython-pygments-lexers1.1.1间接
PyPIisort—间接
PyPIisort6.1.0间接
PyPIisort8.0.1间接
PyPIjanitor-rs0.6.1间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.1间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.4.0间接
PyPIjaraco-functools4.5.0间接
PyPIjedi0.19.2间接
PyPIjedi0.20.0间接
PyPIjeepney0.9.0间接
PyPIjinja23.1.6间接
PyPIjoblib1.5.3间接
PyPIjson50.15.0间接
PyPIjsonschema4.25.1间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjupyter-client8.6.3间接
PyPIjupyter-client8.9.1间接
PyPIjupyter-core5.8.1间接
PyPIjupyter-core5.9.1间接
PyPIjupyterlab-pygments0.3.0间接
PyPIkeyring25.7.0间接
PyPIkiwisolver1.4.7间接
PyPIkiwisolver1.5.0间接
PyPIlibcst1.8.6间接
PyPIlibrt0.11.0间接
PyPImarkdown-it-py3.0.0间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib-inline0.2.2间接
PyPImccabe0.7.0间接
PyPImdurl0.1.2间接
PyPImistune3.3.2间接
PyPImore-itertools10.8.0间接
PyPImore-itertools11.1.0间接
PyPImultipledispatch1.0.0间接
PyPImypy—间接
PyPImypy1.19.1间接
PyPImypy2.1.0间接
PyPImypy-extensions1.1.0间接
PyPInarwhals2.22.1间接
PyPInatsort8.4.0间接
PyPInbclient0.10.2间接
PyPInbclient0.11.0间接
PyPInbconvert7.17.1间接
PyPInbformat5.10.4间接
PyPInbmake1.5.5间接
PyPInest-asyncio1.6.0间接
PyPInest-asyncio21.7.2间接
PyPInh30.3.6间接
PyPInodeenv1.10.0间接
PyPInvidia-nccl-cu122.30.7间接
PyPIpackaging26.2间接
PyPIpandas-flavor0.7.0间接
PyPIpandas-flavor0.8.1间接
PyPIpandocfilters1.5.1间接
PyPIparso0.8.7间接
PyPIpatchright1.60.1间接
PyPIpatchright1.61.2间接
PyPIpathspec1.1.1间接
PyPIpexpect4.9.0间接
PyPIpillow11.3.0间接
PyPIpillow12.2.0间接
PyPIplatformdirs4.10.0间接
PyPIplatformdirs4.4.0间接
PyPIplaywright1.60.0间接
PyPIplaywright1.61.0间接
PyPIpluggy1.6.0间接
PyPIpolars-runtime-321.36.1间接
PyPIpolars-runtime-321.42.0间接
PyPIpre-commit4.3.0间接
PyPIpre-commit4.6.0间接
PyPIprompt-toolkit3.0.52间接
PyPIpsutil7.2.2间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpycln—间接
PyPIpycln2.6.0间接
PyPIpycodestyle2.14.0间接
PyPIpycparser2.23间接
PyPIpycparser3.0间接
PyPIpydocstyle—间接
PyPIpydocstyle6.3.0间接
PyPIpyee13.0.1间接
PyPIpyflakes3.4.0间接
PyPIpygments2.20.0间接
PyPIpyparsing3.3.2间接
PyPIpyproject-hooks1.2.0间接
PyPIpyreadr—间接
PyPIpytest—间接
PyPIpytest8.4.2间接
PyPIpytest9.1.1间接
PyPIpytest-cov—间接
PyPIpytest-cov7.1.0间接
PyPIpytest-xdist—间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.4.2间接
PyPIpytokens0.4.1间接
PyPIpytz2026.2间接
PyPIpywin32312间接
PyPIpywin32-ctypes0.2.3间接
PyPIpyyaml6.0.3间接
PyPIpyyaml-ft8.0.0间接
PyPIpyzmq27.1.0间接
PyPIreadme-renderer44.0间接
PyPIreadme-renderer45.0间接
PyPIreferencing0.36.2间接
PyPIreferencing0.37.0间接
PyPIrequests-toolbelt1.0.0间接
PyPIrfc39862.0.0间接
PyPIrich15.0.0间接
PyPIrpds-py0.27.1间接
PyPIrpds-py0.30.0间接
PyPIrpds-py2026.5.1间接
PyPIruff—间接
PyPIruff0.15.12间接
PyPIsecretstorage3.3.3间接
PyPIsecretstorage3.5.0间接
PyPIsetuptools—间接
PyPIshellingham1.5.4间接
PyPIsix1.17.0间接
PyPIsnowballstemmer3.1.1间接
PyPIsoupsieve2.8.4间接
PyPIsphinx—间接
PyPIsphinx-markdown-builder—间接
PyPIsphinx-material—间接
PyPIsportsdataverse0.0.73间接
PyPIstack-data0.6.3间接
PyPIthreadpoolctl3.6.0间接
PyPItinycss21.4.0间接
PyPItinycss21.5.1间接
PyPItomli2.4.1间接
PyPItomlkit0.15.0间接
PyPItornado6.5.7间接
PyPItraitlets5.15.1间接
PyPItwine6.2.0间接
PyPItyper0.23.2间接
PyPItyper0.26.8间接
PyPItypes-requests2.32.4.20260107间接
PyPItypes-requests2.33.0.20260518间接
PyPItyping-extensions4.15.0间接
PyPIurllib32.6.3间接
PyPIurllib32.7.0间接
PyPIvirtualenv21.5.1间接
PyPIwcwidth0.8.1间接
PyPIwebencodings0.5.1间接
PyPIxarray2024.7.0间接
PyPIxarray2025.6.1间接
PyPIxarray2026.4.0间接
PyPIzipp3.23.1间接
PyPIzipp4.1.0间接
依赖安全公告 32

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 1,479 个包，其中也包含从不交付的开发与测试版本固定：32 个存在已知公告，2 个为直接依赖。 有 29 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
black25.11.0间接严重326.3.1
pillow11.3.0间接严重3612.3.0
pillow12.2.0间接严重2612.3.0
shell-quote1.8.3间接严重21.9.0
pyarrow21.0.0直接高223.0.1
brace-expansion1.1.14间接高25.0.8
click8.1.8间接高18.3.3
cryptography47.0.0间接高148.0.1
curl-cffi0.13.0间接高20.15.0
fast-uri3.1.2间接高24.1.1
js-yaml3.14.2间接高24.3.0
js-yaml4.1.1间接高24.3.0
postcss8.5.14间接高18.5.18
serialize-javascript6.0.2间接高27.0.5
svgo3.3.3间接高14.0.2
urllib32.6.3间接高42.7.0
uuid8.3.2间接高113.0.1
websocket-driver0.7.4间接高20.7.5
ws7.5.10间接高18.21.0
ws8.20.0间接高28.21.0
requests2.32.5直接中22.33.0
bleach6.2.0间接中26.4.0
filelock3.19.1间接中43.20.3
http-proxy-middleware2.0.9间接中14.1.0
joi17.13.3间接中118.2.1
pytest8.4.2间接中29.0.3
qs6.14.2间接中16.15.2
qs6.15.1间接中16.15.2
webpack-dev-server5.2.3间接中45.2.6
@babel/core7.29.0间接低18.0.0-rc.6
body-parser1.20.5间接低12.3.0
launch-editor2.13.2间接低18.0.16

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读

相关记录

与 sportsdataverse/sportsdataverse-py 共享目录标签或生态系统的已检测仓库。 并排阅读 →

99apache/airflowApache Airflow - A platform to programmatically author, schedule, and monitor workflows卓越99PrefectHQ/prefectPrefect is a workflow orchestration framework for building resilient data pipelines in Python.卓越100scikit-learn/scikit-learnscikit-learn: machine learning in Python卓越96Nixtla/statsforecastLightning ⚡️ fast forecasting with statistical and econometric models.卓越100streamlit/streamlitStreamlit — A faster way to build and share data apps.卓越99apache/supersetApache Superset is a Data Visualization and Data Exploration Platform卓越

评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v2.5.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.