Student records · quality control
● Local analysis onlySee what your student data is trying to tell you.
Normalize contact fields, measure completeness, surface conflicts, and separate safe fixes from records that need human attention.
0valid records
0%average completeness
0duplicate conflicts
0safe fixes proposed
Live audit
Sample admissions data
0%
datasethealth
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Safe transformations are previewed; conflicting records are preserved. This tool will not guess which student record is correct when two rows sharing an ID disagree.