A method, system, and computer program product for automated value analysis in legacy data are provided in the illustrative embodiments. A first number of occurrences of a first value in a first field is counted in the legacy data. A first identifier associated with the first field, the first value, and the first count are recorded as a first entry in a value data structure, the value data structure comprising a set of entries. The value data structure is analyzed to determine an aberration between the first count and a second count, wherein the second count corresponds to a second number of occurrences of a second value in the first field. The aberration at the first field of the legacy data is reported in a report.
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