Automated Metadata Quality Report from CodeMetaSoft

[esgg]

This issue was created automatically after running metadata quality checks. Several warnings or pitfalls were detected and may be worth reviewing.

This automated issue includes:

• Detected metadata pitfalls and warnings
• A suggested codemeta.json when no codemeta.json was detected
• Suggestions for fixing each issue

Context

This analysis is performed by the CodeMetaSoft project to help improve research software metadata quality.

This is a first initiative aimed at identifying and reporting metadata quality issues across research software repositories.
At this stage, we only provide diagnostics and recommendations.
In future iterations, we plan to propose automated fixes for the detected issues to further simplify the improvement process and reduce manual effort.

Each pitfall and warning is identified by a unique code (e.g. P001 for pitfalls, W004 for warnings) that corresponds to specific metadata quality issues.
You can find more details about these checks and how to address them in the RSMetacheck catalog.

Metadata Quality Report

Repository: https://github.com/oeg-upm/LinkedOpenDataINE
Analysis Date: 2026-06-05
sw-metadata-bot version: 0.5.0
RSMetacheck version: 0.3.1

📄 Missing codemeta.json

No root codemeta.json file was detected in the repository. A generated suggestion is provided below.

{
  "@context": "https://w3id.org/codemeta/3.0",
  "@type": [
    "SoftwareSourceCode",
    "SoftwareApplication"
  ],
  "codeRepository": "https://github.com/oeg-upm/LinkedOpenDataINE",
  "issueTracker": "https://api.github.com/repos/oeg-upm/LinkedOpenDataINE/issues",
  "dateCreated": "2023-12-04",
  "dateModified": "2026-06-05",
  "downloadUrl": "https://github.com/oeg-upm/LinkedOpenDataINE/releases",
  "name": "LinkedOpenDataINE",
  "programmingLanguage": [
    "Python"
  ],
  "softwareRequirements": [
    {
      "name": "altair",
      "@type": "SoftwareApplication",
      "version": "==6.0.0"
    },
    {
      "name": "anaconda-anon-usage",
      "@type": "SoftwareApplication",
      "version": "==0.7.2"
    },
    {
      "name": "anaconda-auth",
      "@type": "SoftwareApplication",
      "version": "==0.8.6"
    },
    {
      "name": "anaconda-cli-base",
      "@type": "SoftwareApplication",
      "version": "==0.5.2"
    },
    {
      "name": "annotated-types",
      "@type": "SoftwareApplication",
      "version": "==0.6.0"
    },
    {
      "name": "archspec",
      "@type": "SoftwareApplication",
      "version": "==0.2.3"
    },
    {
      "name": "asttokens",
      "@type": "SoftwareApplication",
      "version": "==3.0.1"
    },
    {
      "name": "attrs",
      "@type": "SoftwareApplication",
      "version": "==25.4.0"
    },
    {
      "name": "blinker",
      "@type": "SoftwareApplication",
      "version": "==1.9.0"
    },
    {
      "name": "boltons",
      "@type": "SoftwareApplication",
      "version": "==25.0.0"
    },
    {
      "name": "brotlicffi",
      "@type": "SoftwareApplication",
      "version": "==1.0.9.2"
    },
    {
      "name": "cachetools",
      "@type": "SoftwareApplication",
      "version": "==6.2.6"
    },
    {
      "name": "certifi",
      "@type": "SoftwareApplication",
      "version": "==2026.1.4"
    },
    {
      "name": "cffi",
      "@type": "SoftwareApplication",
      "version": "==1.17.1"
    },
    {
      "name": "charset-normalizer",
      "@type": "SoftwareApplication",
      "version": "==3.3.2"
    },
    {
      "name": "click",
      "@type": "SoftwareApplication",
      "version": "==8.2.1"
    },
    {
      "name": "colorama",
      "@type": "SoftwareApplication",
      "version": "==0.4.6"
    },
    {
      "name": "conda",
      "@type": "SoftwareApplication",
      "version": "==26.1.0"
    },
    {
      "name": "conda-anaconda-telemetry",
      "@type": "SoftwareApplication",
      "version": "==0.3.0"
    },
    {
      "name": "conda-anaconda-tos",
      "@type": "SoftwareApplication",
      "version": "==0.2.2"
    },
    {
      "name": "conda-content-trust",
      "@type": "SoftwareApplication",
      "version": "==0.2.0"
    },
    {
      "name": "conda-libmamba-solver",
      "@type": "SoftwareApplication",
      "version": "==25.4.0"
    },
    {
      "name": "conda-package-handling",
      "@type": "SoftwareApplication",
      "version": "==2.4.0"
    },
    {
      "name": "conda_package_streaming",
      "@type": "SoftwareApplication",
      "version": "==0.12.0"
    },
    {
      "name": "cryptography",
      "@type": "SoftwareApplication",
      "version": "==45.0.5"
    },
    {
      "name": "decorator",
      "@type": "SoftwareApplication",
      "version": "==5.2.1"
    },
    {
      "name": "defusedxml",
      "@type": "SoftwareApplication",
      "version": "==0.7.1"
    },
    {
      "name": "distro",
      "@type": "SoftwareApplication",
      "version": "==1.9.0"
    },
    {
      "name": "dnspython",
      "@type": "SoftwareApplication",
      "version": "==2.8.0"
    },
    {
      "name": "duckdb",
      "@type": "SoftwareApplication",
      "version": "==1.4.4"
    },
    {
      "name": "elementpath",
      "@type": "SoftwareApplication",
      "version": "==4.8.0"
    },
    {
      "name": "et_xmlfile",
      "@type": "SoftwareApplication",
      "version": "==2.0.0"
    },
    {
      "name": "executing",
      "@type": "SoftwareApplication",
      "version": "==2.2.1"
    },
    {
      "name": "falcon",
      "@type": "SoftwareApplication",
      "version": "==4.2.0"
    },
    {
      "name": "frozendict",
      "@type": "SoftwareApplication",
      "version": "==2.4.2"
    },
    {
      "name": "gitdb",
      "@type": "SoftwareApplication",
      "version": "==4.0.12"
    },
    {
      "name": "GitPython",
      "@type": "SoftwareApplication",
      "version": "==3.1.46"
    },
    {
      "name": "idna",
      "@type": "SoftwareApplication",
      "version": "==3.7"
    },
    {
      "name": "ipython",
      "@type": "SoftwareApplication",
      "version": "==9.10.0"
    },
    {
      "name": "ipython_pygments_lexers",
      "@type": "SoftwareApplication",
      "version": "==1.1.1"
    },
    {
      "name": "jaraco.classes",
      "@type": "SoftwareApplication",
      "version": "==3.4.0"
    },
    {
      "name": "jaraco.context",
      "@type": "SoftwareApplication",
      "version": "==0.0.0"
    },
    {
      "name": "jaraco.functools",
      "@type": "SoftwareApplication",
      "version": "==4.1.0"
    },
    {
      "name": "jedi",
      "@type": "SoftwareApplication",
      "version": "==0.19.2"
    },
    {
      "name": "Jinja2",
      "@type": "SoftwareApplication",
      "version": "==3.1.6"
    },
    {
      "name": "jsonpatch",
      "@type": "SoftwareApplication",
      "version": "==1.33"
    },
    {
      "name": "jsonpath-ng",
      "@type": "SoftwareApplication",
      "version": "==1.7.0"
    },
    {
      "name": "jsonpath-python",
      "@type": "SoftwareApplication",
      "version": "==1.0.6"
    },
    {
      "name": "jsonpickle",
      "@type": "SoftwareApplication",
      "version": "==4.1.1"
    },
    {
      "name": "jsonpointer",
      "@type": "SoftwareApplication",
      "version": "==3.0.0"
    },
    {
      "name": "jsonschema",
      "@type": "SoftwareApplication",
      "version": "==4.26.0"
    },
    {
      "name": "jsonschema-specifications",
      "@type": "SoftwareApplication",
      "version": "==2025.9.1"
    },
    {
      "name": "kafka",
      "@type": "SoftwareApplication",
      "version": "==1.3.5"
    },
    {
      "name": "keyring",
      "@type": "SoftwareApplication",
      "version": "==25.6.0"
    },
    {
      "name": "langcodes",
      "@type": "SoftwareApplication",
      "version": "==3.5.1"
    },
    {
      "name": "libmambapy",
      "@type": "SoftwareApplication",
      "version": "==2.0.5"
    },
    {
      "name": "lxml",
      "@type": "SoftwareApplication",
      "version": "==6.0.2"
    },
    {
      "name": "markdown-it-py",
      "@type": "SoftwareApplication",
      "version": "==2.2.0"
    },
    {
      "name": "MarkupSafe",
      "@type": "SoftwareApplication",
      "version": "==3.0.3"
    },
    {
      "name": "matplotlib-inline",
      "@type": "SoftwareApplication",
      "version": "==0.2.1"
    },
    {
      "name": "mdurl",
      "@type": "SoftwareApplication",
      "version": "==0.1.0"
    },
    {
      "name": "menuinst",
      "@type": "SoftwareApplication",
      "version": "==2.3.1"
    },
    {
      "name": "more-itertools",
      "@type": "SoftwareApplication",
      "version": "==10.3.0"
    },
    {
      "name": "morph_kgc",
      "@type": "SoftwareApplication",
      "version": "==2.10.0"
    },
    {
      "name": "narwhals",
      "@type": "SoftwareApplication",
      "version": "==2.16.0"
    },
    {
      "name": "networkx",
      "@type": "SoftwareApplication",
      "version": "==3.6.1"
    },
    {
      "name": "numpy",
      "@type": "SoftwareApplication",
      "version": "==2.4.2"
    },
    {
      "name": "odfpy",
      "@type": "SoftwareApplication",
      "version": "==1.4.1"
    },
    {
      "name": "openpyxl",
      "@type": "SoftwareApplication",
      "version": "==3.1.5"
    },
    {
      "name": "oracledb",
      "@type": "SoftwareApplication",
      "version": "==3.4.2"
    },
    {
      "name": "packaging",
      "@type": "SoftwareApplication",
      "version": "==25.0"
    },
    {
      "name": "pandas",
      "@type": "SoftwareApplication",
      "version": "==2.3.3"
    },
    {
      "name": "parso",
      "@type": "SoftwareApplication",
      "version": "==0.8.6"
    },
    {
      "name": "pexpect",
      "@type": "SoftwareApplication",
      "version": "==4.9.0"
    },
    {
      "name": "pillow",
      "@type": "SoftwareApplication",
      "version": "==12.1.1"
    },
    {
      "name": "pip",
      "@type": "SoftwareApplication",
      "version": "==25.1"
    },
    {
      "name": "pkce",
      "@type": "SoftwareApplication",
      "version": "==1.0.3"
    },
    {
      "name": "platformdirs",
      "@type": "SoftwareApplication",
      "version": "==4.3.7"
    },
    {
      "name": "plotly",
      "@type": "SoftwareApplication",
      "version": "==6.5.2"
    },
    {
      "name": "pluggy",
      "@type": "SoftwareApplication",
      "version": "==1.5.0"
    },
    {
      "name": "ply",
      "@type": "SoftwareApplication",
      "version": "==3.11"
    },
    {
      "name": "prompt_toolkit",
      "@type": "SoftwareApplication",
      "version": "==3.0.52"
    },
    {
      "name": "protobuf",
      "@type": "SoftwareApplication",
      "version": "==6.33.5"
    },
    {
      "name": "psycopg",
      "@type": "SoftwareApplication",
      "version": "==3.3.2"
    },
    {
      "name": "psycopg-binary",
      "@type": "SoftwareApplication",
      "version": "==3.3.2"
    },
    {
      "name": "ptyprocess",
      "@type": "SoftwareApplication",
      "version": "==0.7.0"
    },
    {
      "name": "pure_eval",
      "@type": "SoftwareApplication",
      "version": "==0.2.3"
    },
    {
      "name": "pyarrow",
      "@type": "SoftwareApplication",
      "version": "==23.0.1"
    },
    {
      "name": "pycosat",
      "@type": "SoftwareApplication",
      "version": "==0.6.6"
    },
    {
      "name": "pycparser",
      "@type": "SoftwareApplication",
      "version": "==2.21"
    },
    {
      "name": "pydantic",
      "@type": "SoftwareApplication",
      "version": "==2.11.7"
    },
    {
      "name": "pydantic_core",
      "@type": "SoftwareApplication",
      "version": "==2.33.2"
    },
    {
      "name": "pydantic-settings",
      "@type": "SoftwareApplication",
      "version": "==2.6.1"
    },
    {
      "name": "pydeck",
      "@type": "SoftwareApplication",
      "version": "==0.9.1"
    },
    {
      "name": "Pygments",
      "@type": "SoftwareApplication",
      "version": "==2.19.1"
    },
    {
      "name": "PyJWT",
      "@type": "SoftwareApplication",
      "version": "==2.10.1"
    },
    {
      "name": "pymongo",
      "@type": "SoftwareApplication",
      "version": "==4.16.0"
    },
    {
      "name": "PyMySQL",
      "@type": "SoftwareApplication",
      "version": "==1.1.2"
    },
    {
      "name": "pyodbc",
      "@type": "SoftwareApplication",
      "version": "==5.3.0"
    },
    {
      "name": "pyoxigraph",
      "@type": "SoftwareApplication",
      "version": "==0.3.22"
    },
    {
      "name": "pyparsing",
      "@type": "SoftwareApplication",
      "version": "==3.3.2"
    },
    {
      "name": "PySocks",
      "@type": "SoftwareApplication",
      "version": "==1.7.1"
    },
    {
      "name": "python-dateutil",
      "@type": "SoftwareApplication",
      "version": "==2.9.0.post0"
    },
    {
      "name": "python-dotenv",
      "@type": "SoftwareApplication",
      "version": "==1.1.0"
    },
    {
      "name": "pytz",
      "@type": "SoftwareApplication",
      "version": "==2025.2"
    },
    {
      "name": "pyvis",
      "@type": "SoftwareApplication",
      "version": "==0.3.2"
    },
    {
      "name": "PyYAML",
      "@type": "SoftwareApplication",
      "version": "==6.0.3"
    },
    {
      "name": "rdflib",
      "@type": "SoftwareApplication",
      "version": "==7.2.1"
    },
    {
      "name": "readchar",
      "@type": "SoftwareApplication",
      "version": "==4.0.5"
    },
    {
      "name": "referencing",
      "@type": "SoftwareApplication",
      "version": "==0.37.0"
    },
    {
      "name": "requests",
      "@type": "SoftwareApplication",
      "version": "==2.32.4"
    },
    {
      "name": "rich",
      "@type": "SoftwareApplication",
      "version": "==13.9.4"
    },
    {
      "name": "rpds-py",
      "@type": "SoftwareApplication",
      "version": "==0.30.0"
    },
    {
      "name": "ruamel.yaml",
      "@type": "SoftwareApplication",
      "version": "==0.18.10"
    },
    {
      "name": "ruamel.yaml.clib",
      "@type": "SoftwareApplication",
      "version": "==0.2.12"
    },
    {
      "name": "semver",
      "@type": "SoftwareApplication",
      "version": "==3.0.2"
    },
    {
      "name": "setuptools",
      "@type": "SoftwareApplication",
      "version": "==78.1.1"
    },
    {
      "name": "shellingham",
      "@type": "SoftwareApplication",
      "version": "==1.5.0"
    },
    {
      "name": "six",
      "@type": "SoftwareApplication",
      "version": "==1.17.0"
    },
    {
      "name": "smmap",
      "@type": "SoftwareApplication",
      "version": "==5.0.2"
    },
    {
      "name": "SQLAlchemy",
      "@type": "SoftwareApplication",
      "version": "==2.0.46"
    },
    {
      "name": "sqlglot",
      "@type": "SoftwareApplication",
      "version": "==28.10.1"
    },
    {
      "name": "stack-data",
      "@type": "SoftwareApplication",
      "version": "==0.6.3"
    },
    {
      "name": "streamlit",
      "@type": "SoftwareApplication",
      "version": "==1.54.0"
    },
    {
      "name": "streamlit-js-eval",
      "@type": "SoftwareApplication",
      "version": "==1.0.0"
    },
    {
      "name": "tenacity",
      "@type": "SoftwareApplication",
      "version": "==9.1.4"
    },
    {
      "name": "toml",
      "@type": "SoftwareApplication",
      "version": "==0.10.2"
    },
    {
      "name": "tomli",
      "@type": "SoftwareApplication",
      "version": "==2.2.1"
    },
    {
      "name": "tornado",
      "@type": "SoftwareApplication",
      "version": "==6.5.4"
    },
    {
      "name": "tqdm",
      "@type": "SoftwareApplication",
      "version": "==4.67.1"
    },
    {
      "name": "traitlets",
      "@type": "SoftwareApplication",
      "version": "==5.14.3"
    },
    {
      "name": "truststore",
      "@type": "SoftwareApplication",
      "version": "==0.10.1"
    },
    {
      "name": "typer",
      "@type": "SoftwareApplication",
      "version": "==0.9.0"
    },
    {
      "name": "typing_extensions",
      "@type": "SoftwareApplication",
      "version": "==4.15.0"
    },
    {
      "name": "typing-inspection",
      "@type": "SoftwareApplication",
      "version": "==0.4.0"
    },
    {
      "name": "tzdata",
      "@type": "SoftwareApplication",
      "version": "==2025.3"
    },
    {
      "name": "urllib3",
      "@type": "SoftwareApplication",
      "version": "==2.5.0"
    },
    {
      "name": "wcwidth",
      "@type": "SoftwareApplication",
      "version": "==0.6.0"
    },
    {
      "name": "wheel",
      "@type": "SoftwareApplication",
      "version": "==0.45.1"
    },
    {
      "name": "xlrd",
      "@type": "SoftwareApplication",
      "version": "==2.0.2"
    },
    {
      "name": "zstandard",
      "@type": "SoftwareApplication",
      "version": "==0.23.0"
    }
  ],
  "author": [
    {
      "@type": "Organization",
      "identifier": "oeg-upm",
      "@id": "https://github.com/oeg-upm"
    }
  ],
  "readme": "https://raw.githubusercontent.com/oeg-upm/LinkedOpenDataINE/main/README.md",
  "runtimePlatform": "Python: 2.9.0.post0",
  "description": [
    "Este repositorio existe para subir los recursos sem\u00e1nticos generados para el proyecto LinkedOpenData, colaboraci\u00f3n entre el Ontology Engineering Group y el Instituto Nacional de Estad\u00edstica"
  ]
}

---

This report was generated automatically by sw-metadata-bot on your main default branch.

If you're not interested in participating, please comment "unsubscribe" and we will remove your repository from our list.
If you would like the pitfalls and warnings to be fixed automatically, please comment "auto-fix" and we will prioritize adding this feature in future iterations.