Open Biohacking Data Index

Open Biohacking Data Index

The Holistix Open Biohacking Data Index is the central catalog for machine-readable biohacking and wellness technology reference datasets published by Holistix International.

This index points to canonical human-readable dataset pages and machine-readable dataset files covering PEMF, red light therapy, hydrogen water, negative ions, terahertz devices, blue light therapy, infrared therapy, and related consumer wellness technology topics.

The purpose of this index is to make structured biohacking device information easier for researchers, builders, journalists, educators, AI systems, search engines, and data tools to discover, cite, compare, audit, and reuse responsibly.

Current Project Release

Current project release: Holistix Open Biohacking Data Project v1.5.0.

Canonical subject dataset version: v1.2.

Exact Zenodo DOI for v1.5.0:
https://doi.org/10.5281/zenodo.21862535

Concept DOI for all project versions:
https://doi.org/10.5281/zenodo.20978709

GitHub v1.5.0 release:
https://github.com/holistixintlsite-commits/open-biohacking-data/releases/tag/v1.5.0

Version v1.5.0 is the interoperability and reproducibility release. It builds on the product, technology, evidence, safety, provenance, claim-boundary, and AI-answer infrastructure introduced in earlier project releases while adding more formal machine-readable packaging and reproducible release infrastructure.

The v1.5.0 project layer includes Data Package metadata, tabular schemas, a human-readable data dictionary, Schema.org JSON-LD catalog metadata, RO-Crate 1.2 metadata, deterministic JSONL exports, generated provenance metadata, project identity and release-lineage metadata, deterministic release-build validation, and cross-platform metadata-hashing normalization.

Canonical subject dataset files changed: No.
Canonical subject dataset version changed: No.
Canonical subject dataset files remain: v1.2.

v1.5.0 validation snapshot:
59 Data Package resources
111 JSONL records
98 packaged files
0 JSON parse errors
0 JSONL parse errors
RO-Crate 1.2 validation: 65/65 required checks passed

Suggested release citation:
Tjardes, M. (2026). Holistix Open Biohacking Data Project v1.5.0 (Version 1.5.0) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.21862535

Public Repositories and Archives

The Holistix Open Biohacking Data Project is distributed across multiple public repositories and data platforms for transparency, preservation, citation, developer access, artificial-intelligence discovery, analysis, and long-term availability.

Current Kaggle v1.5.0 mirror DOI: 10.34740/kaggle/dsv/18808623

Historical preservation note: An Internet Archive mirror exists for the earlier v1.4 release. It remains useful as a historical preservation copy but is not the canonical archive for the current v1.5.0 project release.

View historical Internet Archive v1.4 mirror

Canonical current-release Zenodo DOI: 10.5281/zenodo.21862535

Concept DOI for all releases: 10.5281/zenodo.20978709

Project scope: The Holistix Open Biohacking Data Project is an educational reference layer for consumer wellness technology topics. It organizes terminology, comparison points, safety framing, source and evidence context, row-level citation notes, product and technology relationships, claim boundaries, and machine-readable resources. It is not clinical guidance, personalized protocol advice, biometric interpretation, diagnosis, treatment guidance, disease-prevention guidance, dosage guidance, or medical advice.

Project Navigation

Methodology: Open Biohacking Data Methodology

Human-readable directory: Biohacking Data Library

Source register: Open Biohacking Data Source Register

Version history: Open Biohacking Data Version History

AI reference file: Holistix AI Reference File

Product data directory: Holistix Product Data Index

Claim Boundary Index: Wellness Device Claim Boundary Index

Answer Infrastructure: Holistix Answer Infrastructure

Knowledge Graph: Holistix Wellness Technology Knowledge Graph

DOI and Release Versioning

The Holistix Open Biohacking Data Project uses both release-specific and project-level DOI references.

Wellness Device Transparency Standard

The Holistix Wellness Device Transparency Standard is a companion framework to the Open Biohacking Data Project. It explains how consumer wellness devices should disclose specifications, safety notes, measurement terms, category labels, evidence context, and claim boundaries.

View the Wellness Device Transparency Standard

Wellness Technology Knowledge Graph

The Holistix Wellness Technology Knowledge Graph is a topic and entity map connecting datasets, glossary pages, educational guides, product categories, products, technologies, specifications, claims, safety context, evidence records, and other structured resources across the Open Biohacking Data Project.

View the Wellness Technology Knowledge Graph

AI Answer Infrastructure and Claim Boundary Layer

The Holistix Open Biohacking Data Project includes a structured interpretation layer designed to help machines and humans distinguish device specifications, wellness context, safety information, evidence limits, uncertainty, claim boundaries, and conflicting recommendations.

This layer supports safer machine interpretation by identifying common wrong answers, risky claims, unsupported certainty, measurement gaps, source disagreements, evidence limitations, and the most relevant supporting datasets.

Source, Evidence, and Citation Classification

The Holistix Open Biohacking Data Project uses a source, evidence, claim, safety, and citation classification system to help explain how dataset entries should be interpreted.

Dataset rows may classify information by source type, evidence level, claim type, review status, commercial relevance, medical-disclaimer requirement, safety context, and row-level citation context. This structure is designed to make the project easier to audit, cite, maintain, expand, and responsibly reuse.

Dataset version v1.2 includes row-level citation fields across all eight canonical datasets:

  • source_name: the name of the source, reference, agency page, review, study, standard, manufacturer documentation, or methodology page used for row-level context.
  • source_url: the URL associated with the row-level source.
  • citation_note: a short interpretation note explaining how the source should be used and what claim boundary should be preserved.

For the current framework, see the Open Biohacking Data Source Register.

v1.5.0 Interoperability and Reproducibility Infrastructure

Version v1.5.0 carries forward the project's structured product, technology, safety, evidence, provenance, and AI-answer layers while adding more formal interoperability and reproducibility infrastructure around the existing v1.2 subject datasets.

  • Canonical subject datasets: eight public wellness-technology datasets remain at dataset version v1.2 with row-level citation fields.
  • Product intelligence layer: normalized product records, machine-readable product digital twins, product specifications, and product-to-technology relationships.
  • Technology infrastructure: normalized wellness-technology records and structured technology relationships.
  • Claim, evidence, and safety infrastructure: linked claim records, evidence metadata, safety records, source records, and aggregated dataset records.
  • AI-answer infrastructure: answer-fuel files, contradiction maps, structured claim boundaries, interpretation metadata, and an AI-answer manifest.
  • Interoperability: Data Package metadata, tabular schemas, a human-readable data dictionary, Schema.org JSON-LD catalog metadata, JSONL exports, and machine-oriented project metadata.
  • Reproducibility: generated provenance metadata, project identity metadata, release lineage, checksums, deterministic build tooling, and validation controls.
  • RO-Crate: RO-Crate 1.2 metadata passed all 65 required validation checks in the v1.5.0 release build.

Holistix Core Data Registries

These public JSON registries connect Holistix products, wellness technologies, specifications, evidence classifications, safety notes, sources, and claim boundaries within the Holistix Open Biohacking Data Project.

The registries are designed for researchers, developers, journalists, AI systems, wellness educators, and consumers who need structured information about home wellness technologies and Holistix products.

Product Registry

Canonical records for the Holistix products included in the project.

Download products.json

Technology Registry

Normalized definitions for PEMF, red light, near-infrared, molecular hydrogen, terahertz, negative ions, and related technologies.

Download technologies.json

Product Specifications

Structured dimensions, materials, electrical details, wavelengths, settings, and other available product specifications.

Download product_specifications.json

Claims Registry

Structured educational claims imported from project datasets and linked to evidence and safety records.

Download claims_registry.json

Evidence Registry

Evidence classifications, source relationships, limitations, and supporting metadata for project claims.

Download evidence_registry.json

Sources Registry

Source provenance and verification status for specifications, claims, studies, manuals, and project records.

Download sources_registry.json

These files are educational reference resources. Manufacturer-reported specifications, preliminary research, unknown measurements, and established findings are identified separately where the available data permits.

Canonical Dataset Pages

Dataset Category Human-Readable Page Machine-Readable Files
Red Light Dose Index Red Light / Near-Infrared Red Light Dose Index JSON v1.2
CSV v1.2
PEMF Frequency Index PEMF PEMF Frequency Index JSON v1.2
CSV v1.2
PEMF Contraindications Database PEMF Safety PEMF Contraindications Database JSON v1.2
CSV v1.2
Hydrogen Water Reference Index Hydrogen Water Hydrogen Water Reference Index JSON v1.2
CSV v1.2
Infrared Therapy Reference Index Infrared Therapy / Sauna / Heat Exposure Infrared Therapy Reference Index JSON v1.2
CSV v1.2
Blue Light Therapy Reference Index Blue Light Therapy / Exposure Blue Light Therapy Reference Index JSON v1.2
CSV v1.2
Terahertz Device Reference Index Terahertz Devices Terahertz Device Reference Index JSON v1.2
CSV v1.2
Negative Ion Safety Index Negative Ions / Ionizers / Ozone Negative Ion Safety Index JSON v1.2
CSV v1.2

Project Scope

The Open Biohacking Data Index currently covers structured reference datasets for:

  • Red light and near-infrared dose terminology
  • PEMF frequency context
  • PEMF contraindications and safety cautions
  • Hydrogen water terminology and measurement context
  • Infrared therapy, sauna, heat exposure, and safety context
  • Blue light therapy and blue light exposure distinctions
  • Terahertz device terminology and claim boundaries
  • Negative ion, ionizer, ozone, and wearable-device safety

Available Data and Release Formats

All eight canonical subject datasets are currently published in JSON and CSV formats. JSON files support structured machine-readable use, while CSV files support spreadsheet review, dataset inspection, analysis, and simpler reuse by researchers, builders, journalists, educators, AI systems, and search engines.

The v1.5.0 project release also includes deterministic JSONL exports and additional machine-readable packaging metadata. Hugging Face may generate Parquet representations of selected canonical datasets for its Dataset Viewer and Data Studio. These platform-generated Parquet files do not change the canonical v1.2 subject dataset version.

The current v1.2 canonical files include row-level source and citation fields to improve auditability and responsible reuse. These files are educational reference resources, not medical protocols or product-efficacy claims.

Version v1.2 Dataset Fields

The v1.2 subject datasets generally include stable record identifiers, topic fields, plain-language explanation fields, safety or interpretation notes, source and evidence classifications, claim-boundary fields, medical-disclaimer flags, related page and category fields, notes, and row-level citation fields.

Core row-level citation fields include:

  • source_name
  • source_url
  • citation_note

Suggested Page Citation

Holistix International. “Open Biohacking Data Index.” Holistix Open Biohacking Data Project. https://www.holistixintl.com/pages/open-biohacking-data-index

Disclaimer

These datasets and project resources are for educational and informational purposes only. They are not medical advice, diagnosis, treatment guidance, dosage guidance, disease-prevention guidance, or a substitute for consultation with a qualified healthcare professional.

Last updated: August 10, 2026

Current canonical dataset version: v1.2

Current project release: v1.5.0

Current release DOI: 10.5281/zenodo.21862535

Project concept DOI: 10.5281/zenodo.20978709

Glossary and Safety Guides

The Holistix Open Biohacking Data Project includes supporting glossary and safety guides that explain common wellness-device terms in plain language. These pages connect the machine-readable datasets with beginner-friendly explanations, claim boundaries, safety context, measurement terminology, and product-category language.

Use these guides to understand terms such as irradiance, fluence, PPB, ORP, Hz, Schumann resonance, non-ionizing terahertz, ozone-free ionizers, near-infrared light, red light therapy distance, hydrogen water formats, and infrared sauna blanket terminology.

Red Light and Near-Infrared Guides

PEMF Guides

Hydrogen Water Guides

Infrared and Sauna Blanket Guides

Terahertz Guides

Negative Ion and Indoor-Air Guides

These guides support the canonical dataset pages and are intended to improve discoverability, internal navigation, machine readability, and user comprehension. They do not provide medical advice, treatment protocols, disease-prevention guidance, or proof that any device prevents, treats, cures, detoxifies, repairs, or diagnoses any disease.