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The first component is the Market Data Gateway (or API Wrapper). This layer creates a persistent connection to the exchange's servers, translating raw 'JSON' or 'FIX' messages into clean Python data ...

It took many years to conserve, digitise and index millions of records to get the 1926 Census ready for publication ...