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We provide data for an empirical measure of metering problems, i.e., the difficulties of measuring productivity and rewards in firms. We build on the insight that these metering problems are reflected in the intensity with which firms apply Generally Accepted Accounting Principles when preparing their financial statements to capture economic transactions. We adapt a simple computational linguistics algorithm to identify textual patterns that uniquely signify heightened use of accounting measurement in preparation of accounting reports. The measure has been extensively validated and offers time-varying, firm-level scores of Accounting Measurement Intensity.