Comparison
data-juicer vs kedro-viz
Verdict
Pick data-juicer if a Python library for foundational AI model data processing, offering a pipeline for tasks like instruction tuning and synthetic data generation; pick kedro-viz if kedro-Viz is tailored for visualizing Kedro projects and tracking experiments within the Kedro framework.
Markdown twin · data-juicer alternatives · kedro-viz alternatives
GraphCanon updated 4d
vs
Trust & integrity
| Signal | data-juicer | kedro-viz |
|---|---|---|
| Maintenance | Very active (4d since push) As of 4d · github_public_v1 | Very active (1d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- data-juicer
- Data processing for and with foundation models
- kedro-viz
- Visualise Kedro data pipelines and track experiments.
Stars
- data-juicer
- 6.9k
- kedro-viz
- 753
Forks
- data-juicer
- 404
- kedro-viz
- 125
Open issues
- data-juicer
- 59
- kedro-viz
- 73
Language
- data-juicer
- Python
- kedro-viz
- JavaScript
Adopt for
- data-juicer
- A Python library for foundational AI model data processing, offering a pipeline for tasks like instruction tuning and synthetic data generation.
- kedro-viz
- Kedro-Viz is tailored for visualizing Kedro projects and tracking experiments within the Kedro framework.
Persona
- data-juicer
- -
- kedro-viz
- -
Runtime
- data-juicer
- -
- kedro-viz
- -
License
- data-juicer
- Apache-2.0
- kedro-viz
- Licensed under Apache-2.0
Last pushed
- data-juicer
- Aug 13, 2026
- kedro-viz
- Aug 1, 2026
Categories
- data-juicer
- Data & Retrieval, Model Training
- kedro-viz
- Data & Retrieval
Trust and health
Days since push
- data-juicer
- 4d
- kedro-viz
- 1d
Open issues (now)
- data-juicer
- 59
- kedro-viz
- 73
Stars delta
- data-juicer
- +166 (30d)
- kedro-viz
- Unknown
Open issues delta
- data-juicer
- -3 (30d)
- kedro-viz
- Unknown
Full report
- data-juicer
- Trust report
- kedro-viz
- Trust report
Shared compatibility
- Python · data-juicer: Python runtime · kedro-viz: Python runtime
Choose data-juicer if…
- data-juicer is primarily Python; kedro-viz is JavaScript.
- Tags unique to data-juicer: foundation-models, instruction-tuning, large language models, llm.
- Also covers Model Training.
- data-juicer ships Docker support for self-hosted deployment.
- When you need to preprocess large datasets specifically for training large language models (LLMs) with pipelines that support sophisticated processes like instruction tuning.
When NOT to use data-juicer
- If your project does not involve foundational AI model training or if you do not require advanced data processing capabilities such as synthetic data generation.
Choose kedro-viz if…
- kedro-viz is primarily JavaScript; data-juicer is Python.
- Tags unique to kedro-viz: data-visualization, experiment tracking, kedro-extension, kedro-plugin.
- When working with existing Kedro projects to visualize pipelines and gain insights into experiment outcomes efficiently.
When NOT to use kedro-viz
- For pipeline visualization and experiment tracking if the project is not built on the Kedro framework, as integration may be cumbersome or unsupported.
- In settings where real-time collaboration features are essential, as its focus leans towards individual or pre-defined team workflows within a specific tech stack.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (datajuicer/data-juicer) · observed Aug 17, 2026
- GitHub forks (datajuicer/data-juicer) · observed Aug 17, 2026
- Last push (datajuicer/data-juicer) · observed Aug 13, 2026
- License file (Apache-2.0) · observed Aug 17, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (kedro-org/kedro-viz) · observed Aug 3, 2026
- GitHub forks (kedro-org/kedro-viz) · observed Aug 3, 2026
- Last push (kedro-org/kedro-viz) · observed Aug 1, 2026
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: data-juicer 6.9k · kedro-viz 753 (synced Aug 17, 2026).
Common questions
- What is the difference between data-juicer and kedro-viz?
- data-juicer: Data processing for and with foundation models. kedro-viz: Visualise Kedro data pipelines and track experiments.. See the comparison table for live GitHub stats and shared categories.
- When should I choose data-juicer over kedro-viz?
- Choose data-juicer over kedro-viz when data-juicer is primarily Python; kedro-viz is JavaScript; Tags unique to data-juicer: foundation-models, instruction-tuning, large language models, llm; Also covers Model Training; data-juicer ships Docker support for self-hosted deployment; When you need to preprocess large datasets specifically for training large language models (LLMs) with pipelines that support sophisticated processes like instruction tuning.
- When should I choose kedro-viz over data-juicer?
- Choose kedro-viz over data-juicer when kedro-viz is primarily JavaScript; data-juicer is Python; Tags unique to kedro-viz: data-visualization, experiment tracking, kedro-extension, kedro-plugin; When working with existing Kedro projects to visualize pipelines and gain insights into experiment outcomes efficiently.
- When should I avoid data-juicer?
- If your project does not involve foundational AI model training or if you do not require advanced data processing capabilities such as synthetic data generation.
- When should I avoid kedro-viz?
- For pipeline visualization and experiment tracking if the project is not built on the Kedro framework, as integration may be cumbersome or unsupported. In settings where real-time collaboration features are essential, as its focus leans towards individual or pre-defined team workflows within a specific tech stack.
- Is data-juicer or kedro-viz more popular on GitHub?
- data-juicer has more GitHub stars (6,897 vs 753). Stars measure visibility, not whether either tool fits your constraints.
- Are data-juicer and kedro-viz open source?
- Yes - both are open-source projects on GitHub (data-juicer: Apache-2.0, kedro-viz: Apache-2.0).
- Where can I find alternatives to data-juicer or kedro-viz?
- GraphCanon lists graph-backed alternatives at data-juicer alternatives and kedro-viz alternatives (data-juicer markdown twin, kedro-viz markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, data-juicer or kedro-viz?
- data-juicer: 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 data-juicer and kedro-viz?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: data-juicer trust report; kedro-viz trust report.