Estates Portugal

Portugal Housing Data · Chat with the numbers

Ask Portugal’s housing data a question

Type a plain-language question about Portuguese house prices and get back a report built straight from the official statistics — a table with its sources, a copy-ready citation and a CSV export. The model only composes your question; every number comes from the warehouse.

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Every figure is rendered from the warehouse with its source — the model only composes the question.

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How the answers stay honest

  1. Step 1

    You ask in plain language

    Name an indicator, a place and a period — the way a journalist on deadline or a researcher actually thinks. No query language, no dashboards.

  2. Step 2

    The model only composes the request

    A language model turns your question into a strict, SQL-free report request. It never writes a number — the worst it can do is ask for a report we then decline.

  3. Step 3

    Every figure comes from the warehouse

    The request is validated and rendered from the official marts, so each figure carries its own source, licence and reference period. A suppressed value stays a gap, never a zero.

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