4,054 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.
Research grant spending — Numeric interval filter + IQR outlier flags: Numeric interval filter + IQR outlier flags for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent...
Assessment item observations — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison for supplied assessment item observations records (correct_responses, attempts). Up to 200 r...
Research samples — Grouped numeric summary + Adjacent row changes: Grouped numeric summary + Adjacent row changes for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports...
Assessment item observations — String normalisation + Numeric interval filter: String normalisation + Numeric interval filter for supplied assessment item observations records (correct_responses, attempts). Up to 200 row...
Assessment item observations — Numeric interval filter + Base-100 series: Numeric interval filter + Base-100 series for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 indep...
Survey participation — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent re...
Assignment turnaround — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied assignment turnaround records (submi...
Data collection completeness — Two-measure correlation + Secondary-measure weighted mean: Two-measure correlation + Secondary-measure weighted mean for supplied data collection completeness records (observed_values, expe...
Accessibility review — Base-100 series + Date by category pivot: Base-100 series + Date by category pivot for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independent...
Survey participation — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum series for supplied survey participation records (respondents, invitati...
Accessibility review — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independent...
Workshop capacity — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent reports...
Bibliography inventories — Numeric interval filter + Explicit missing-value fill: Numeric interval filter + Explicit missing-value fill for supplied bibliography inventories records (reference_count, verified_references)...
Lab observations — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports usin...
Question bank coverage — String normalisation + Date by category pivot: String normalisation + Date by category pivot for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independe...
Library circulation — Category frequencies + Base-100 series: Category frequencies + Base-100 series for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports using sh...
Lesson attendance — Daily sum series + Explicit missing-value fill: Daily sum series + Explicit missing-value fill for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent re...
Assignment turnaround — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 inde...
Accessibility review — Numeric row ordering + Adjacent row changes: Numeric row ordering + Adjacent row changes for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 indep...
Bibliography inventories — String normalisation + Category frequencies: String normalisation + Category frequencies for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2...
Rubric scoring — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series for supplied rubric scoring records (awarded_points, available_points). Up to...
Thesis milestones — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 inde...
Survey participation — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent reports...
Question bank coverage — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + Secondary-measure weighted mean for supplied question bank coverage records (item_count, objective_count). Up to 200...