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.
Learning resource usage — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied learning resource usage records (access_...
Question bank coverage — Date by category pivot + Keyed dataset comparison: Date by category pivot + Keyed dataset comparison for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 i...
Accessibility review — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series for supplied accessibility review records (checked_resources, remediated...
Library circulation — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent report...
Tutoring sessions — Numeric interval filter + Adjacent row changes: Numeric interval filter + Adjacent row changes for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent re...
Learning resource usage — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied learning resource usage records (access_...
Course completion — Numeric interval filter + Daily sum series: Numeric interval filter + Daily sum series for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using sha...
Accessibility review — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 indep...
Assessment item observations — String normalisation + Base-100 series: String normalisation + Base-100 series for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 independent...
Library circulation — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independ...
Reading activity — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 ind...
Study recruitment — IQR outlier flags + Secondary-measure weighted mean: IQR outlier flags + Secondary-measure weighted mean for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 ro...
Bibliography inventories — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum series for supplied bibliography inventories records (reference_cou...
Assignment turnaround — Daily sum series + Date by category pivot: Daily sum series + Date by category pivot for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent re...
Training assessments — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independe...
Learning resource usage — Trailing mean series + Explicit missing-value fill: Trailing mean series + Explicit missing-value fill for supplied learning resource usage records (access_count, resource_minutes). Up to 200 ro...
Survey participation — Duplicate key report + Date by category pivot: Duplicate key report + Date by category pivot for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent repo...
Curriculum mapping — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Study recruitment — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied study recruitment records (eligible_candidates...
Reading activity — Category frequencies + Explicit missing-value fill: Category frequencies + Explicit missing-value fill for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent...
Research samples — Numeric interval filter + Secondary-measure weighted mean: Numeric interval filter + Secondary-measure weighted mean for supplied research samples records (sample_value, sample_weight). Up to 200 rows;...
Accessibility review — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 ind...
Study recruitment — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independent...
Peer feedback — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports...