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 + Explicit missing-value fill: Record quality audit + Explicit missing-value fill for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 indep...
Bibliography inventories — Record quality audit + String normalisation: Record quality audit + String normalisation for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2...
Workshop capacity — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation for supplied workshop capacity records (registrations, avai...
Course completion — Adjacent row changes + Date by category pivot: Adjacent row changes + Date by category pivot for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports usi...
Lesson attendance — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2...
Lab observations — Numeric distribution + Two-measure correlation: Numeric distribution + Two-measure correlation for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent report...
Thesis milestones — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series for supplied thesis milestones records (completed_milestones, pla...
Data collection completeness — Category frequencies + Date by category pivot: Category frequencies + Date by category pivot for supplied data collection completeness records (observed_values, expected_values). Up to 200...
Course completion — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + Keyed dataset comparison for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent r...
Thesis milestones — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 inde...
Reading activity — Numeric distribution + Trailing mean series: Numeric distribution + Trailing mean series for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using...
Workshop capacity — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent repor...
Assignment turnaround — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independ...
Curriculum mapping — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 ro...
Thesis milestones — String normalisation + Explicit missing-value fill: String normalisation + Explicit missing-value fill for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows...
Experiment run timing — Grouped numeric summary + Adjacent row changes: Grouped numeric summary + Adjacent row changes for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent...
Curriculum mapping — Numeric interval filter + Date by category pivot: Numeric interval filter + Date by category pivot for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 inde...
Experiment run timing — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied experiment run timing records (run...
Reading activity — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports...
Lesson attendance — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied lesson attendance records (attendees, registered_students). Up to 200 rows;...
Reading activity — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent repor...
Accessibility review — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied accessibility review records (checked_resou...
Learning resource usage — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independ...
Library circulation — Daily sum series + Adjacent row changes: Daily sum series + Adjacent row changes for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports using...