3,350 services carry this tag in their source record. Tags come from the provider, not from us — a tag is a claim about what the service does, not proof that it does it well.
Pipeline durations — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied pipeline durations records (run_seconds, processed_rows). Up to 200 rows; 2 independent reports using s...
Aggregation checks — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied aggregation checks records (source_sum, aggregate_sum). Up to 200 rows; 2 independent rep...
Membership activity - Duplicate key report: Duplicate key report for Membership activity. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 prof...
Schema conformity — Adjacent row changes + Equal-width histogram: Adjacent row changes + Equal-width histogram for supplied schema conformity records (valid_records, checked_records). Up to 200 rows; 2 independent report...
Null coverage — Two-measure correlation + Secondary-measure weighted mean: Two-measure correlation + Secondary-measure weighted mean for supplied null coverage records (missing_values, total_values). Up to 200 rows; 2 in...
Label review — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied label review records (reviewed_records, changed_labels). Up to 200 rows; 2 independent reports using shared l...
Software quality - Daily sum series: Daily sum series for Software quality. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calcul...
Dataset partition sizes — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied dataset partition sizes records (row_count, file_mb). Up to 200 rows; 2 independent reports...
Export validation — Daily sum series + Adjacent row changes: Daily sum series + Adjacent row changes for supplied export validation records (valid_rows, exported_rows). Up to 200 rows; 2 independent reports using shared...
Validation rule results — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation for supplied validation rule results records (passed_rules, total_rules). Up to 200 rows; 2 indepen...
Aggregation checks — String normalisation + Daily sum series: String normalisation + Daily sum series for supplied aggregation checks records (source_sum, aggregate_sum). Up to 200 rows; 2 independent reports using share...
Time series completeness — String normalisation + Keyed dataset comparison: String normalisation + Keyed dataset comparison for supplied time series completeness records (observed_points, expected_points). Up to 200 rows...
Validation rule results — Numeric row ordering + Secondary-measure weighted mean: Numeric row ordering + Secondary-measure weighted mean for supplied validation rule results records (passed_rules, total_rules). Up to 200...
Data reconciliation — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill for supplied data reconciliation records (source_total, target_total). Up to 200 rows; 2...
Data ingestion batches — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied data ingestion batches records (received_...
Null coverage — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied null coverage records (missing_values, tot...
Dataset partition sizes — Equal-width histogram + Date by category pivot: Equal-width histogram + Date by category pivot for supplied dataset partition sizes records (row_count, file_mb). Up to 200 rows; 2 independent re...
Time series completeness — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + Keyed dataset comparison for supplied time series completeness records (observed_points, expected_points). Up to 20...
Feature availability — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied feature availability records (populated_features, expected_features). Up to 200 rows; 2...
Numeric precision comparisons — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied numeric precision comparisons records (source_value, trans...
Schema conformity — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies for supplied schema conformity records (valid_records, checked_re...
Export validation — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison for supplied export validation records (valid_rows, exported_rows). Up to 200 rows; 2 independent repor...
Feature availability — String normalisation + Numeric distribution: String normalisation + Numeric distribution for supplied feature availability records (populated_features, expected_features). Up to 200 rows; 2 indepen...
Export validation — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes for supplied export validation records (valid_rows, exporte...