Editorial / Data / Financial disclaimer

READ THE
CONTEXT.

01

Personal work

The views and analysis published on this site are my own unless a page explicitly states otherwise. They do not represent current or former employers, clients or organizations.

02

Data can change

Data stories, interactive tools and research may rely on public or third-party datasets. I aim to identify sources and methodology where they matter, but source data can be revised, delayed or incomplete. Check the source and update date before relying on a figure.

03

Not professional advice

Tax, investment, energy-cost and personal-finance content is educational and informational. It is not individualized legal, tax, accounting, investment or financial advice. Rules, rates and personal circumstances change; verify important decisions with an appropriate qualified professional or official source.

04

Corrections

If you find a factual error, broken source or material omission, please email me. Substantive corrections may be reflected directly in the article or tool.

Report an issue ↗