Occupational demand, credential demand, training availability and a training-route constraint indicator, reported separately and never combined into a shortage claim. A shortage is a claim about labour supply and requires a credential-holder denominator OEX does not hold. Advertised record counts are counts of advertisements, not of unfilled positions or people needed, and are not deduplicated across employers.