公开记录存在风险
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 03:09 UTC
tidymodels / modeldata
Data Sets Used by tidymodels Packages
tidymodels/modeldata 的健康指数为 100 分中的 48 分，处于「存在风险」区间。 其得分最高的类别是Sustainability & Governance（64/100），最低的是AI Readiness（18/100）。 最近一次更新在 252 天前。 近期的大部分工作由 1 位贡献者完成。
48
总分 / 100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；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 49（有风险）的上限。AI 就绪度不计入总体分。
48
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
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。
所有权
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？
33
开发活跃度
14危急
评分方式
| 3.6/36 | 推送新近度 — 最近一次推送于 252 天前 |
| 2.1/36 | 提交节奏 — 52 周中有 3 周有提交 |
| 8.6/18 | 提交量 — 最近一年 8 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
所用输入
| commits_last_year | 8 |
| human_commit_share | 1 |
| days_since_last_push | 252 |
| active_weeks_last_year | 3 |
发布纪律
62中等
评分方式
| 27/27 | 有发布版本 — 已发布 11 个发布版本 |
| 16.2/36 | 发布时效 — 最近一次发布版本于 336 天前 |
| 12.6/27 | 发布节奏 — 约每 196.1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 11 |
| latest_release_tag | v1.5.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 336 |
| mean_days_between_releases | 196.1 |
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？
44
流行度与采用
31存在风险
评分方式
| 22.1/60 | 星标 — 24 个星标 |
| 6.5/25 | 复刻 — 7 个复刻 |
| 2.7/15 | 关注者 — 4 位关注者 |
所用输入
| forks | 7 |
| stars | 24 |
| watchers | 4 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
59中等
评分方式
| 22.5/22.5 | README |
| 16.9/22.5 | 许可证 — 存在许可证文件，但不是可识别的许可证 |
| 0/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 否 |
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？
64
维护者韧性（巴士系数）
38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 |
| 7.2/22.5 | 提交分布 — 头号贡献者编写了 68% 的提交 |
| 12.2/13.5 | 贡献者广度 — 9 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 7 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 9 |
| top_contributor_share | 0.679 |
议题与 PR 响应能力
84良好
评分方式
| 43.9/46.8 | 议题解决 — 94% 的议题已关闭 |
| 38.2/38.3 | PR 接受 — 已裁定的 PR 中 51/51 已合并 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 3/23 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 51 |
| open_issues | 2 |
| closed_issues | 31 |
| issue_closed_ratio | 0.939 |
| closed_unmerged_prs | 0 |
所有权与托管责任
75良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 19.8/25 | 所有者影响力 — tidymodels 有 563 位关注者 |
| 25/25 | 既往记录 — 66 个公开仓库，账户约 9 年 |
所用输入
| followers | 563 |
| owner_type | Organization |
| is_verified | — |
| owner_login | tidymodels |
| public_repos | 66 |
| account_age_days | 3,341 |
工程质量
基础的工程与文档实践是否到位？
58
工程实践
54中等
评分方式
| 24/24 | CI 工作流 — 6 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 6/20 | OpenSSF Scorecard：CI-Tests — 5 out of 16 merged PRs checked by a CI test -- score normalized to 3 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
65中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://modeldata.tidymodels.org/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | https://modeldata.tidymodels.org/ |
| has_readme | 是 |
| has_docs_dir | 否 |
| 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？
34
安全态势
34存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0.8/2.5 | CI-Tests — 5 out of 16 merged PRs checked by a CI test -- score normalized to 3 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 3/23 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.4 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。
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？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
18
AI 代理上下文与指引
22危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 21.9/40 | 可读的提交历史 — 100 次人类提交中有 41 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_share | 0.41 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 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 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
1危急
评分方式
| 0/45 | 可类型检查的代码 — R，未配置类型检查 |
| 0/55 | 可控的文件大小 — 未检测到源文件 |
所用输入
| primary_language | R |
| largest_source_bytes | — |
| source_files_sampled | 0 |
| oversized_source_files | 0 |
已排除计分（无数据或不适用）：可控的文件大小。 其余权重已重新归一化。
关键数据
24GitHub 星标
9贡献者
8最近 12 个月提交数
252距最近推送天数
11发布版本数
1巴士系数（bus factor）
2开放议题
—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
更多细节
Star 与 Fork 历史 0 ★ / 7 ⇿
0Star
7Fork
11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。
主版本 1次版本 6修订 4
每个点涵盖 6 天。
OpenSSF Scorecard 3.4 / 10
3.4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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 3 | CI-Tests | 5 out of 16 merged PRs checked by a CI test -- score normalized to 3 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 3/23 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 0
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 0 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 |
|---|
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies to assess
原始 JSON 报告 机器可读
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"repo": {
"topics": [],
"is_fork": false,
"size_kb": 26554,
"has_wiki": true,
"homepage": "https://modeldata.tidymodels.org/",
"languages": {
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"pushed_at": "2025-11-14T09:50:37Z",
"created_at": "2019-11-26T17:46:11Z",
"owner_type": "Organization",
"updated_at": "2026-01-31T01:49:16Z",
"description": "Data Sets Used by tidymodels Packages",
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"public_repos": 66,
"account_age_days": 3341
},
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"published_at": "2023-08-09T19:22:23Z"
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"published_at": "2023-01-25T13:02:05Z"
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"published_at": "2022-09-06T13:57:56Z"
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"kind": "major",
"published_at": "2022-07-01T18:00:38Z"
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"tag": "v0.1.1",
"kind": "patch",
"published_at": "2021-07-14T16:36:17Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2020-10-22T18:47:18Z"
},
{
"tag": "v0.0.2",
"kind": "patch",
"published_at": "2020-06-22T18:02:16Z"
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"recent_commits": [
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