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.
Aggregation checks — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied aggregation checks records (source_sum,...
Data freshness — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean for supplied data freshness records (age_minutes, record_count). Up to 200 rows; 2 indepen...
Null coverage — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + Duplicate key report for supplied null coverage records (missing_values, total_values). Up...
Data ingestion batches — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied data ingestion batches records (received_rows, accepted_rows). Up to 200 rows; 2 independent repo...
Join coverage — Duplicate key report + Numeric row ordering: Duplicate key report + Numeric row ordering for supplied join coverage records (matched_rows, source_rows). Up to 200 rows; 2 independent reports using shared...
Sampling observations — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied sampling observations records (sample_value, sample_weight). Up to 200 rows; 2 independe...
Dataset partition sizes — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + Secondary-measure weighted mean for supplied dataset partition sizes records (row_count, file_mb). Up to 200 rows;...
Numeric precision comparisons — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison for supplied numeric precision comparisons records (source_value, transformed_value). Up to...
Dataset partition sizes — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary for supplied dataset partition sizes records (row_count, file_mb). Up to 200 rows; 2 independ...
Null coverage — Numeric distribution + Explicit missing-value fill: Numeric distribution + Explicit missing-value fill for supplied null coverage records (missing_values, total_values). Up to 200 rows; 2 independent repo...
Join coverage — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + Grouped numeric summary for supplied join coverage records (matched_rows, source_rows)....
Export validation — String normalisation + Category frequencies: String normalisation + Category frequencies for supplied export validation records (valid_rows, exported_rows). Up to 200 rows; 2 independent reports using...
Data freshness — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied data freshness records (age_minutes, record_cou...
Transformation throughput — Numeric interval filter + Two-measure correlation: Numeric interval filter + Two-measure correlation for supplied transformation throughput records (processed_rows, duration_seconds). Up to 20...
Record routing — Numeric distribution + Explicit missing-value fill: Numeric distribution + Explicit missing-value fill for supplied record routing records (accepted_records, rejected_records). Up to 200 rows; 2 independ...
Transformation throughput — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied transformation throughput records (pro...
Null coverage — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied null coverage records (missing_values, total_values). Up to 200 rows; 2 independent reports using sh...
Dataset partition sizes — Daily sum series + Secondary-measure weighted mean: Daily sum series + Secondary-measure weighted mean for supplied dataset partition sizes records (row_count, file_mb). Up to 200 rows; 2 indepe...
Sampling observations — Daily sum series + Trailing mean series: Daily sum series + Trailing mean series for supplied sampling observations records (sample_value, sample_weight). Up to 200 rows; 2 independent reports usi...
Data ingestion batches — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied data ingestion batches records (received_rows, accepted_r...
Record routing — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied record routing records (accepted_records, rejected_records). Up to 200 rows; 2...
Data ingestion batches — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied data ingestion batches records (received_rows, accepted_rows). Up to 200 rows; 2 indepe...
Record routing — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied record routing records (accepted_records, rejected_reco...
Validation rule results — Numeric distribution + Adjacent row changes: Numeric distribution + Adjacent row changes for supplied validation rule results records (passed_rules, total_rules). Up to 200 rows; 2 independent r...