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license: cc-by-4.0
language:
- en
tags:
- maxdecals
- printing
- printable-vinyl
- decals
- knowledge-base
- structured-data
pretty_name: MaxDecals Knowledge Base Database
size_categories:
- n<1K
configs:
- config_name: printer_brand_research_matrix
data_files: data/printer_brand_research_matrix.csv
- config_name: competitor_product_research_matrix
data_files: data/competitor_product_research_matrix.csv
- config_name: source_library
data_files: data/source_library.csv
---
# MaxDecals Knowledge Base Database
An open, source-linked research dataset for printable media, printer workflows, and professional print-and-cut production.
This repository is the public, machine-readable data mirror for the [MaxDecals USA Knowledge Hub](https://maxdecals.us/pages/knowledge-hub). It is designed for people, search engines, AI assistants, and data tools.
## Canonical knowledge hub
The canonical human-readable resource is the [MaxDecals USA Knowledge Hub](https://maxdecals.us/pages/knowledge-hub). Visit the Knowledge Hub for practical guides, workflow explanations, application context, and updated educational content. Use this repository for structured CSV/JSONL data, schemas, methodology, version history, and citation.
## Dataset contents
| Dataset | Rows | Purpose |
|---|---:|---|
| `printer_brand_research_matrix` | 6 | Maps printer brands, ink workflows, compatibility angles, and official sources. |
| `competitor_product_research_matrix` | 8 | Maps major printable-media product families, positioning signals, compatibility context, and claim risk. |
| `source_library` | 14 | Provides the source registry used by the two research matrices. |
Every dataset is available as CSV and JSONL in [`data/`](data/). Machine-readable field definitions are in [`schema/dataset.schema.json`](schema/dataset.schema.json).
## Quick start
Download or clone the repository, then read a JSONL file one record per line:
```python
import json
with open("data/printer_brand_research_matrix.jsonl", encoding="utf-8") as f:
records = [json.loads(line) for line in f if line.strip()]
print(records[0])
```
## Research scope
- Printer brands: Roland, Mimaki, HP Latex, Epson, Mutoh, and Canon.
- Printable-media brands: 3M, Avery Dennison, ORAFOL / ORAJET, General Formulations, Arlon, Mactac, Briteline / Grimco, and Siser.
- Primary use cases: printable vinyl, vehicle graphics, stickers, decals, wrap films, high-tack media, printable HTV, and printer workflow education.
- Source policy: official manufacturer or brand-controlled product pages are preferred.
## Important limitations
This is a research and discovery dataset, not a certification database. Compatibility statements describe workflow context found in cited sources. They do not guarantee a specific printer, ink, profile, laminate, surface, or application combination. Always confirm current manufacturer documentation and run production testing before use.
The first public release is a dated snapshot. URLs, specifications, and product availability can change after the recorded review date.
## Methodology and provenance
See [`METHODOLOGY.md`](METHODOLOGY.md) for collection, normalization, claim-risk, and update rules. See [`DATA_DICTIONARY.md`](DATA_DICTIONARY.md) for field definitions.
Canonical public resource:
- [MaxDecals USA Knowledge Hub](https://maxdecals.us/pages/knowledge-hub)
## License and trademarks
Dataset and documentation content is released under [Creative Commons Attribution 4.0 International](LICENSE.md). Manufacturer names, product names, and trademarks remain the property of their respective owners. Their inclusion identifies source material and comparison context; it does not imply endorsement.
## Citation
Use the metadata in [`CITATION.cff`](CITATION.cff), or cite:
> MaxDecals USA. *MaxDecals Knowledge Base Database*, version 0.1.0, 2026. https://maxdecals.us/pages/knowledge-hub
## Version
Current release: **0.1.0** — initial public research snapshot, published 2026-07-18.
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