--- title: "academic-research-skills vs kedro-viz" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/imbad0202-academic-research-skills-vs-kedro-org-kedro-viz" tools: ["imbad0202-academic-research-skills", "kedro-org-kedro-viz"] --- # academic-research-skills vs kedro-viz *GraphCanon updated Jul 11, 2026* ## Verdict Pick academic-research-skills when academic-research-skills is primarily Python; kedro-viz is JavaScript; pick kedro-viz when kedro-viz is primarily JavaScript; academic-research-skills is Python. [academic-research-skills](https://buymeacoffee.com/crucify020v) reports 37k GitHub stars, 3.0k forks, and 9 open issues, last pushed Jul 11, 2026. [kedro-viz](https://demo.kedro.org) has 752 stars, 123 forks, and 77 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills) and [kedro-viz's repository](https://github.com/kedro-org/kedro-viz). | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [kedro-viz](/tools/kedro-org-kedro-viz.md) | | --- | --- | --- | | Tagline | Academic Research Skills for Claude Code: research → write → review → revise → finalize | Visualise your Kedro data and machine-learning pipelines and track your experiments. | | Stars | 37,300 | 752 | | Forks | 3,043 | 123 | | Open issues | 9 | 77 | | Language | Python | JavaScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | Data & Retrieval, LLM Frameworks | Data & Retrieval, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [kedro-viz](/tools/kedro-org-kedro-viz.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 9 | 77 | | Owner type | User | Organization | | Full report | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | [trust report](/tools/kedro-org-kedro-viz/trust.md) | ## Choose when ### Choose academic-research-skills if… - academic-research-skills is primarily Python; kedro-viz is JavaScript. - License: academic-research-skills is Other, kedro-viz is Apache-2.0. - Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude. - Also covers LLM Frameworks. ### Choose kedro-viz if… - kedro-viz is primarily JavaScript; academic-research-skills is Python. - License: kedro-viz is Apache-2.0, academic-research-skills is Other. - Tags unique to kedro-viz: data-visualization, experiment-tracking, hacktoberfest, javascript. - Also covers Vector Databases. ## When NOT to use academic-research-skills - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use kedro-viz - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## Common questions ### What is the difference between academic-research-skills and kedro-viz? academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. kedro-viz: Visualise your Kedro data and machine-learning pipelines and track your experiments.. See the comparison table for live GitHub stats and shared categories. ### When should I choose academic-research-skills over kedro-viz? Choose academic-research-skills over kedro-viz when academic-research-skills is primarily Python; kedro-viz is JavaScript; License: academic-research-skills is Other, kedro-viz is Apache-2.0; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers LLM Frameworks. ### When should I choose kedro-viz over academic-research-skills? Choose kedro-viz over academic-research-skills when kedro-viz is primarily JavaScript; academic-research-skills is Python; License: kedro-viz is Apache-2.0, academic-research-skills is Other; Tags unique to kedro-viz: data-visualization, experiment-tracking, hacktoberfest, javascript; Also covers Vector Databases. ### When should I avoid academic-research-skills? Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid kedro-viz? Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### Is academic-research-skills or kedro-viz more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 752). Stars measure visibility, not whether either tool fits your constraints. ### Are academic-research-skills and kedro-viz open source? Yes - both are open-source projects on GitHub (academic-research-skills: Other, kedro-viz: Apache-2.0). ### Where can I find alternatives to academic-research-skills or kedro-viz? GraphCanon lists graph-backed alternatives at [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) and [kedro-viz alternatives](/tools/kedro-org-kedro-viz/alternatives) ([academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/alternatives.md), [kedro-viz markdown twin](/tools/kedro-org-kedro-viz/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/imbad0202-academic-research-skills-vs-kedro-org-kedro-viz.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, academic-research-skills or kedro-viz? academic-research-skills: Very active. kedro-viz: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for academic-research-skills and kedro-viz? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust); [kedro-viz trust report](/tools/kedro-org-kedro-viz/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=imbad0202-academic-research-skills`](/api/graphcanon/graph?tool=imbad0202-academic-research-skills) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_