3,894 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.
Bibliography inventories — Date by category pivot + Explicit missing-value fill: Date by category pivot + Explicit missing-value fill for supplied bibliography inventories records (reference_count, verified_references)....
Peer feedback — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2...
Research grant spending — Numeric interval filter + Adjacent row changes: Numeric interval filter + Adjacent row changes for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indep...
Lesson attendance — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports...
Lab observations — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent report...
Bibliography inventories — Category frequencies + Daily sum series: Category frequencies + Daily sum series for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2 independ...
Experiment run timing — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent...
Accessibility review — Category frequencies + Date by category pivot: Category frequencies + Date by category pivot for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 i...
Survey participation — Record quality audit + Explicit missing-value fill: Record quality audit + Explicit missing-value fill for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 indepe...
Library circulation — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent repo...
Study recruitment — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied study recruitment records (eligible_candidates...
Thesis milestones — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 independ...
Accessibility review — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 indep...
Question bank coverage — Base-100 series + Equal-width histogram: Base-100 series + Equal-width histogram for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independent reports u...
Lab observations — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent...
Library circulation — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports usin...
Lesson attendance — Record quality audit + Two-measure correlation: Record quality audit + Two-measure correlation for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent re...
Data collection completeness — Record quality audit + String normalisation + Adjacent row changes: Record quality audit + String normalisation + Adjacent row changes for supplied data collection completeness records (obs...
Library circulation — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independen...
Peer feedback — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent rep...
Course completion — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + Duplicate key report for supplied course completion records (completions, enrolments)....
Question bank coverage — String normalisation + Explicit missing-value fill: String normalisation + Explicit missing-value fill for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2...
Training assessments — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent repor...
Assessment item observations — Base-100 series + IQR outlier flags: Base-100 series + IQR outlier flags for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 independent repor...