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Start with a clear question.

For research, corrections, partnerships or future product access, contact Doberman directly.

Research

Evidence & methodology

Questions about a source, interpretation, confidence level or the research process.

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Corrections

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Send the exact URL, disputed statement and a primary source that supports the correction.

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Business

Partnerships & access

Institutional conversations, data partnerships and future product-access enquiries.

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A useful first message

Context makes the reply better.

  1. 01

    State the subject. Link the report, signal, dataset or product area.

  2. 02

    Explain the decision. Tell us what you are trying to understand or evaluate.

  3. 03

    Include evidence. Primary sources and reproducible queries are especially useful.

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