3,899 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.
Accessibility review — Trailing mean series + IQR outlier flags: Trailing mean series + IQR outlier flags for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independent...
Peer feedback — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 indep...
Learning resource usage — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied learning resource usage records (access_count, resource_minutes). Up to 200 ro...
Lesson attendance — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied lesson attendance records (attendees, registered...
Thesis milestones — Trailing mean series + Two-measure correlation: Trailing mean series + Two-measure correlation for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 inde...
Training assessments — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied training assessments records (pre_score,...
Question bank coverage — Duplicate key report + Numeric row ordering: Duplicate key report + Numeric row ordering for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independent r...
Course completion — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied course completion records (completions, enrolments). Up to 200...
Research grant spending — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + Duplicate key report for supplied research grant spending records (budget_amount...
Accessibility review — Trailing mean series + Date by category pivot: Trailing mean series + Date by category pivot for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 i...
Rubric scoring — Base-100 series + Keyed dataset comparison: Base-100 series + Keyed dataset comparison for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports using...
Tutoring sessions — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports...
Study recruitment — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independent...
Research grant spending — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indep...
Curriculum mapping — Numeric distribution + Adjacent row changes: Numeric distribution + Adjacent row changes for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Peer feedback — Trailing mean series + Explicit missing-value fill: Trailing mean series + Explicit missing-value fill for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent r...
Bibliography inventories — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows;...
Peer feedback — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + Daily sum series for supplied peer feedback records (review_count, actioned_comments). Up to 2...
Learning resource usage — Numeric interval filter + Daily sum series: Numeric interval filter + Daily sum series for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independen...
Study recruitment — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 in...
Assessment item observations — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies for supplied assessment item observations records (correct_responses, attempts). Up to 200 row...
Thesis milestones — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 independent re...
Study recruitment — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 inde...
Data collection completeness — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied data collection completeness records (observed_values, expected_values). Up to 20...