Terms of Use

Effective Date: March 10, 2026

1. Acceptance of Terms

By accessing and using the J-Beta Analytics website (the “Website”), you agree to the terms described in this document. If you do not agree with these terms, you should discontinue use of the Website.

The Website is operated by Joshua G. Bruno, based in Boston, Massachusetts, United States.

2. Purpose of the Website

J-Beta Analytics is a personal and professional website that shares:

  • Data visualizations

  • Research analysis

  • Policy-related insights

  • Educational content about data analysis and statistical interpretation

  • Information about consulting services

Content on the Website is intended for informational, educational, and illustrative purposes only.

3. Analytics Disclaimer

All charts, visualizations, models, and statistical interpretations presented on this Website reflect the analytical work and interpretation of the author at the time of publication.

Data analysis inherently involves:

  • methodological assumptions

  • model selection

  • interpretation choices

  • data limitations

As a result:

  • conclusions presented on this Website should not be interpreted as definitive findings

  • visualizations represent analytical interpretation rather than objective fact

  • analytical results may change as new data becomes available or methodologies improve

Visitors are encouraged to review original data sources and conduct independent analysis when making decisions based on data.

4. Not Professional Advice

The information and analysis presented on this Website do not constitute legal, financial, investment, or policy advice.

The content is intended for educational and informational purposes only.

Organizations or individuals seeking formal analysis, policy evaluation, or consulting services should contact the Website owner directly to discuss a separate contractual agreement.

5. Data Sources and Attribution

Whenever possible, datasets used in visualizations and research are drawn from:

  • publicly available datasets

  • government statistical agencies

  • academic research repositories

  • international organizations

  • reputable open data sources

Data sources are cited according to APA 7th Edition standards whenever feasible.

Despite best efforts to ensure accuracy, errors in datasets or interpretation may occur. The Website owner does not guarantee the completeness, reliability, or accuracy of all data presented.

6. Intellectual Property

Unless otherwise noted, the following content is the intellectual property of Joshua G. Bruno:

  • original data visualizations

  • written analysis

  • research commentary

  • charts and graphics produced using R or other analytical tools

Visitors may:

  • reference or share visualizations for educational purposes

  • cite the work with appropriate attribution

Visitors may not:

  • reproduce content for commercial purposes without permission

  • present the analysis as their own work

  • modify visualizations in a misleading manner

Requests for permission to reuse material may be sent via the website contact form.

7. Contributions from External Creators

The Website may occasionally publish visualizations or analysis submitted by external contributors.

Submitted work must:

  • include properly sourced datasets

  • comply with the Website’s publication guidelines

  • provide appropriate attribution to the creator

The Website owner reserves the right to edit, decline, or remove submissions at any time.

8. Limitation of Liability

To the fullest extent permitted by law, the Website owner shall not be liable for any damages arising from:

  • reliance on data visualizations or analytical interpretations presented on the Website

  • errors or omissions in datasets or analysis

  • the use or misuse of information presented on the Website

Visitors use the information provided on this Website at their own discretion and risk.

9. External Links

This Website may link to external resources, datasets, or research materials.

The Website owner is not responsible for the content, policies, or accuracy of third-party websites.

10. AI Transparency

Artificial intelligence tools may be used to assist with website design, layout suggestions, or non-analytical text drafting.

However:

All research analysis, interpretation of datasets, and academic content presented as research on this Website represents the original work of the author.

11. Changes to These Terms

These Terms of Use may be updated periodically to reflect changes in website functionality or legal requirements.

Updates will be posted on this page with a revised effective date.

12. Contact

Questions regarding these Terms of Use may be directed to:

Joshua G. Bruno
Boston, Massachusetts, USA
Email: joshuabruno23@gmail.com