4,119 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.
Workshop capacity — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied workshop capacity records (registrations, avai...
Lesson attendance — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied lesson attendance records (attendees, register...
Lesson attendance — Daily sum series + Adjacent row changes: Daily sum series + Adjacent row changes for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports using sh...
Library circulation — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports usin...
Thesis milestones — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean for supplied thesis milestones records (completed_milestones, planned_milestones). Up t...
Study recruitment — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independen...
Peer feedback — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied peer feedback records (review_count, actioned_co...
Library circulation — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied library circulation records (loan_coun...
Lab observations — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent report...
Course completion — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports...
Bibliography inventories — String normalisation + IQR outlier flags: String normalisation + IQR outlier flags for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2 indepe...
Library circulation — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean for supplied library circulation records (loan_count, available_copies). Up to 200 rows...
Peer feedback — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using...
Thesis milestones — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied thesis milestones records (completed_milestone...
Assignment turnaround — Daily sum series + Trailing mean series: Daily sum series + Trailing mean series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent report...
Tutoring sessions — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies for supplied tutoring sessions records (session_minutes, session_...
Lesson attendance — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied lesson attendance records (attendees, registered_student...
Study recruitment — String normalisation + Numeric row ordering: String normalisation + Numeric row ordering for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independen...
Learning resource usage — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 indepe...
Library circulation — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + Grouped numeric summary for supplied library circulation records (loan_count, ava...
Study recruitment — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independen...
Lesson attendance — Duplicate key report + Date by category pivot: Duplicate key report + Date by category pivot for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent repo...
Accessibility review — Category frequencies + Equal-width histogram: Category frequencies + Equal-width histogram for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 ind...
Peer feedback — Duplicate key report + Daily sum series: Duplicate key report + Daily sum series for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using shared lo...