3,585 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.
Data collection completeness — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied data collection completeness records (o...
Research samples — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports using...
Workshop capacity — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied workshop capacity records (registrations, availabl...
Research grant spending — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indep...
Thesis milestones — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 independen...
Survey participation — Exact row deduplication + Base-100 series: Exact row deduplication + Base-100 series for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent reports usin...
Bibliography inventories — Base-100 series + Explicit missing-value fill: Base-100 series + Explicit missing-value fill for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows...
Lesson attendance — Daily sum series + IQR outlier flags: Daily sum series + IQR outlier flags for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports using shared l...
Curriculum mapping — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Accessibility review — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independent...
Tutoring sessions — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent re...
Accessibility review — String normalisation + Trailing mean series: String normalisation + Trailing mean series for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 indep...
Assessment item observations — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 i...
Curriculum mapping — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Assignment turnaround — Record quality audit + String normalisation + Adjacent row changes: Record quality audit + String normalisation + Adjacent row changes for supplied assignment turnaround records (submission_count,...
Reading activity — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied reading activity records (pages_read, reading_min...
Research grant spending — Numeric distribution + Date by category pivot: Numeric distribution + Date by category pivot for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indepen...
Bibliography inventories — String normalisation + Numeric interval filter: String normalisation + Numeric interval filter for supplied bibliography inventories records (reference_count, verified_references). Up to 200 ro...
Workshop capacity — Grouped numeric summary + Trailing mean series: Grouped numeric summary + Trailing mean series for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent r...
Workshop capacity — String normalisation + Date by category pivot: String normalisation + Date by category pivot for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent rep...
Data collection completeness — Grouped numeric summary + Two-measure correlation: Grouped numeric summary + Two-measure correlation for supplied data collection completeness records (observed_values, expected_values). Up...
Research grant spending — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent repor...
Question bank coverage — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied question bank coverage records (i...
Library circulation — String normalisation + Numeric interval filter: String normalisation + Numeric interval filter for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent...