3,579 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.
Lab observations — Record quality audit + Explicit missing-value fill: Record quality audit + Explicit missing-value fill for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independen...
Learning resource usage — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied learning resource usage records (a...
Library circulation — Numeric distribution + Adjacent row changes: Numeric distribution + Adjacent row changes for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent report...
Assignment turnaround — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent reports...
Experiment run timing — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent repor...
Reading activity — Trailing mean series + Base-100 series: Trailing mean series + Base-100 series for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using shared lo...
Bibliography inventories — Trailing mean series + Two-measure correlation: Trailing mean series + Two-measure correlation for supplied bibliography inventories records (reference_count, verified_references). Up to 200 ro...
Course completion — Numeric interval filter + Two-measure correlation: Numeric interval filter + Two-measure correlation for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent rep...
Accessibility review — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied accessibility review records (checked_resources, remediated_resources). U...
Question bank coverage — Category frequencies + Explicit missing-value fill: Category frequencies + Explicit missing-value fill for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2...
Library circulation — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied library circulation records (loan_count, ava...
Lesson attendance — Record quality audit + Base-100 series: Record quality audit + Base-100 series for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports using shar...
Workshop capacity — Grouped numeric summary + Numeric interval filter: Grouped numeric summary + Numeric interval filter for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 indepen...
Data collection completeness — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied data collection completeness records (observed_values, expected_values). Up to 200 ro...
Assignment turnaround — Record quality audit + Base-100 series: Record quality audit + Base-100 series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent reports...
Accessibility review — Adjacent row changes + Two-measure correlation: Adjacent row changes + Two-measure correlation for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2...
Curriculum mapping — Base-100 series + Date by category pivot: Base-100 series + Date by category pivot for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent reports...
Research grant spending — Daily sum series + Secondary-measure weighted mean: Daily sum series + Secondary-measure weighted mean for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows;...
Peer feedback — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + Grouped numeric summary for supplied peer feedback records (review_count, actioned_comm...
Study recruitment — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 in...
Rubric scoring — Numeric interval filter + Two-measure correlation: Numeric interval filter + Two-measure correlation for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent...
Accessibility review — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2...
Library circulation — Grouped numeric summary + Date by category pivot: Grouped numeric summary + Date by category pivot for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independ...
Experiment run timing — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent reports usi...