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.
Rubric scoring — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports usin...
Workshop capacity — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent r...
Research samples — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 indep...
Course completion — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using shared...
Accessibility review — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows;...
Learning resource usage — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independent re...
Bibliography inventories — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2...
Research grant spending — Base-100 series + Date by category pivot: Base-100 series + Date by category pivot for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent repor...
Curriculum mapping — Numeric interval filter + Base-100 series: Numeric interval filter + Base-100 series for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent report...
Workshop capacity — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied workshop capacity records (registrations, available_...
Assignment turnaround — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent...
Peer feedback — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...
Learning resource usage — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied learning resource usage records (access_coun...
Assessment item observations — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied assessment item observations records...
Research samples — Numeric row ordering + Two-measure correlation: Numeric row ordering + Two-measure correlation for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports...
Curriculum mapping — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Tutoring sessions — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports usin...
Peer feedback — Base-100 series + Date by category pivot: Base-100 series + Date by category pivot for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using shared...
Rubric scoring — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied rubric scoring records (awarded_points, a...
Data collection completeness — Equal-width histogram + Date by category pivot: Equal-width histogram + Date by category pivot for supplied data collection completeness records (observed_values, expected_values). Up to 20...
Library circulation — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied library circulation records (loan_coun...
Thesis milestones — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 independent reports...
Assignment turnaround — String normalisation + Daily sum series: String normalisation + Daily sum series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent report...
Reading activity — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent...