Philip A. Schrodt, Deborah J. Gerner, Validity Assessment of a Machine-Coded Event Data Set for the Middle East, 1982-92, American Journal of Political Science, Vol. 38, No. 3 (Aug., 1994), pp. 825-854
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Schrodt et al. (1994) studied this question.