3,899 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.
Learning resource usage — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied learning resource usage records (access_...
Course completion — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied course completion records (completions, enrolments). Up...
Assignment turnaround — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independen...
Research grant spending — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2...
Data collection completeness — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied data collection completeness records (observe...
Lab observations — Trailing mean series + Secondary-measure weighted mean: Trailing mean series + Secondary-measure weighted mean for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 in...
Accessibility review — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied accessibility review records (checked_resourc...
Reading activity — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using share...
Library circulation — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports usin...
Rubric scoring — Exact row deduplication + Trailing mean series: Exact row deduplication + Trailing mean series for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent report...
Workshop capacity — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied workshop capacity records (registrations, avai...
Bibliography inventories — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary for supplied bibliography inventories records (reference_count, verified_references). Up to 200 ro...
Assignment turnaround — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied assignment turnaround reco...
Assessment item observations — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied assessment item observations records (correct_responses, attempts). Up to 200 row...
Experiment run timing — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent rep...
Learning resource usage — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied learning resource usage records (access_count, res...
Study recruitment — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independen...
Tutoring sessions — Two-measure correlation + Secondary-measure weighted mean: Two-measure correlation + Secondary-measure weighted mean for supplied tutoring sessions records (session_minutes, session_count). Up to 200...
Data collection completeness — String normalisation + Trailing mean series: String normalisation + Trailing mean series for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows...
Training assessments — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports using...
Curriculum mapping — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Curriculum mapping — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Experiment run timing — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent repor...
Assignment turnaround — Numeric row ordering + Trailing mean series: Numeric row ordering + Trailing mean series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independen...