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.
Bibliography inventories — Equal-width histogram + Date by category pivot: Equal-width histogram + Date by category pivot for supplied bibliography inventories records (reference_count, verified_references). Up to 200 ro...
Learning resource usage — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 in...
Lesson attendance — String normalisation + Explicit missing-value fill: String normalisation + Explicit missing-value fill for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 indepe...
Lab observations — Date by category pivot + Explicit missing-value fill: Date by category pivot + Explicit missing-value fill for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 indepe...
Course completion — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied course completion records (completions, enrolm...
Survey participation — Numeric row ordering + Explicit missing-value fill: Numeric row ordering + Explicit missing-value fill for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 indepe...
Library circulation — Daily sum series + Trailing mean series: Daily sum series + Trailing mean series for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports using...
Course completion — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied course completion records (completions, enrolments...
Workshop capacity — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent r...
Peer feedback — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports u...
Curriculum mapping — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent...
Course completion — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using shared...
Reading activity — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports...
Question bank coverage — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied question bank coverage records (item_count, objective_count). Up to 200...
Assessment item observations — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 indepen...
Research grant spending — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent...
Bibliography inventories — Numeric distribution + Numeric interval filter: Numeric distribution + Numeric interval filter for supplied bibliography inventories records (reference_count, verified_references). Up to 200 ro...
Rubric scoring — Daily sum series + Base-100 series: Daily sum series + Base-100 series for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports using shared local ana...
Assessment item observations — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series for supplied assessment item observations records (correct_respo...
Accessibility review — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied accessibility review records (checked...
Course completion — Base-100 series + Keyed dataset comparison: Base-100 series + Keyed dataset comparison for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using sha...
Thesis milestones — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 inde...
Tutoring sessions — Adjacent row changes + IQR outlier flags: Adjacent row changes + IQR outlier flags for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports using...
Reading activity — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied reading activity records (pages_read, reading_m...