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.
Data freshness — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + Keyed dataset comparison for supplied data freshness records (age_minutes, record_count). Up to 200 rows; 2 i...
Dataset partition sizes — String normalisation + Daily sum series: String normalisation + Daily sum series for supplied dataset partition sizes records (row_count, file_mb). Up to 200 rows; 2 independent reports using sh...
Pipeline durations — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series for supplied pipeline durations records (run_seconds, processed_rows). Up...
Dataset partition sizes — Date by category pivot + Explicit missing-value fill: Date by category pivot + Explicit missing-value fill for supplied dataset partition sizes records (row_count, file_mb). Up to 200 rows; 2 in...
Label review — Numeric row ordering + Trailing mean series: Numeric row ordering + Trailing mean series for supplied label review records (reviewed_records, changed_labels). Up to 200 rows; 2 independent reports using sh...
Transformation throughput — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean for supplied transformation throughput records (processed_rows, duration_second...
Data freshness — Two-measure correlation + Date by category pivot: Two-measure correlation + Date by category pivot for supplied data freshness records (age_minutes, record_count). Up to 200 rows; 2 independent reports u...
Join coverage — Numeric interval filter + Explicit missing-value fill: Numeric interval filter + Explicit missing-value fill for supplied join coverage records (matched_rows, source_rows). Up to 200 rows; 2 independent r...
Aggregation checks — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied aggregation checks records (source_sum, aggregate_sum). Up to 200 rows; 2 independent reports using sha...
Training attendance - Duplicate key report: Duplicate key report for Training attendance. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 prof...
Pipeline durations — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison for supplied pipeline durations records (run_seconds, processed_rows). Up to 200 rows; 2 independent r...
Export validation — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary for supplied export validation records (valid_rows, exported_rows). Up to 200 rows; 2 independent reports...
Join coverage — Record quality audit + String normalisation + Numeric row ordering: Record quality audit + String normalisation + Numeric row ordering for supplied join coverage records (matched_rows, source_rows). Up to...
Water monitoring - Category frequencies: Category frequencies for Water monitoring. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles o...
Feature availability — Trailing mean series + Date by category pivot: Trailing mean series + Date by category pivot for supplied feature availability records (populated_features, expected_features). Up to 200 rows; 2 ind...
Validation rule results — Exact row deduplication + Numeric interval filter: Exact row deduplication + Numeric interval filter for supplied validation rule results records (passed_rules, total_rules). Up to 200 rows; 2 i...
Numeric precision comparisons — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes for supplied numeric precision comparisons records (source_value, transformed_value). Up to 200 row...
Survey scores - Equal-width histogram: Equal-width histogram for Survey scores. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or ca...
Export validation — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram for supplied export validation records (valid_rows, exported_rows). Up to 200 rows; 2 independent repor...
Dataset storage — Record quality audit + Category frequencies: Record quality audit + Category frequencies for supplied dataset storage records (used_mb, row_count). Up to 200 rows; 2 independent reports using shared loc...
Feature availability — Numeric distribution + Base-100 series: Numeric distribution + Base-100 series for supplied feature availability records (populated_features, expected_features). Up to 200 rows; 2 independent repor...
Join coverage — Record quality audit + String normalisation: Record quality audit + String normalisation for supplied join coverage records (matched_rows, source_rows). Up to 200 rows; 2 independent reports using shared...
Label review — String normalisation + Adjacent row changes: String normalisation + Adjacent row changes for supplied label review records (reviewed_records, changed_labels). Up to 200 rows; 2 independent reports using sh...
Time series completeness — Record quality audit + String normalisation: Record quality audit + String normalisation for supplied time series completeness records (observed_points, expected_points). Up to 200 rows; 2 inde...