4,056 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.
Training assessments — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent rep...
Course completion — Trailing mean series + IQR outlier flags: Trailing mean series + IQR outlier flags for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using shared...
Accessibility review — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 ind...
Bibliography inventories — Numeric row ordering + Numeric interval filter: Numeric row ordering + Numeric interval filter for supplied bibliography inventories records (reference_count, verified_references). Up to 200 ro...
Accessibility review — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 r...
Data collection completeness — Daily sum series + Date by category pivot: Daily sum series + Date by category pivot for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows; 2...
Rubric scoring — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports using shared l...
Learning resource usage — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + Daily sum series for supplied learning resource usage records (access_count, resourc...
Lab observations — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports us...
Library circulation — String normalisation + Daily sum series: String normalisation + Daily sum series for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports using...
Tutoring sessions — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports us...
Data collection completeness — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows...
Course completion — Adjacent row changes + Equal-width histogram: Adjacent row changes + Equal-width histogram for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using...
Learning resource usage — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 in...
Lab observations — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent repo...
Question bank coverage — Numeric row ordering + Two-measure correlation: Numeric row ordering + Two-measure correlation for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indepen...
Bibliography inventories — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2...
Lesson attendance — Numeric interval filter + Base-100 series: Numeric interval filter + Base-100 series for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports usin...
Thesis milestones — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied thesis milestones records (completed_milestones,...
Assessment item observations — Numeric interval filter + Daily sum series: Numeric interval filter + Daily sum series for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 ind...
Reading activity — Numeric interval filter + Explicit missing-value fill: Numeric interval filter + Explicit missing-value fill for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 indep...
Lesson attendance — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean for supplied lesson attendance records (attendees, registered_students). Up to 200 rows...
Curriculum mapping — String normalisation + Numeric interval filter: String normalisation + Numeric interval filter for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Tutoring sessions — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent...