Reporting
Data Quality
Completeness metrics, outlier detection, and missing data pattern analysis across all datasets.
94.2%
Completeness
+2.1% from last run
8
Outliers found
3 high severity
14
Variables checked
A-
Quality score
Good
Completeness Heatmap
Percentage of non-missing values for each variable across datasets
Legend: Green (≥95%) = Excellent | Yellow (90-95%) = Acceptable | Orange (80-90%) = Needs attention | Red (<80%) = Critical gaps