3,926 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 + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied data collection completeness records (obs...
Course completion — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports...
Research samples — String normalisation + Numeric distribution: String normalisation + Numeric distribution for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports using...
Peer feedback — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series for supplied peer feedback records (review_count, actioned_comments)....
Accessibility review — Daily sum series + Explicit missing-value fill: Daily sum series + Explicit missing-value fill for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2...
Workshop capacity — Numeric row ordering + Two-measure correlation: Numeric row ordering + Two-measure correlation for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent r...
Tutoring sessions — Daily sum series + Date by category pivot: Daily sum series + Date by category pivot for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports usin...
Bibliography inventories — Numeric interval filter + Daily sum series: Numeric interval filter + Daily sum series for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2 in...
Thesis milestones — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 inde...
Curriculum mapping — String normalisation + Category frequencies: String normalisation + Category frequencies for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Reading activity — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports...
Question bank coverage — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied question bank coverage records (item_coun...
Data collection completeness — Adjacent row changes + Two-measure correlation: Adjacent row changes + Two-measure correlation for supplied data collection completeness records (observed_values, expected_values). Up to 20...
Experiment run timing — Daily sum series + Base-100 series: Daily sum series + Base-100 series for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent reports using shared lo...
Assignment turnaround — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied assignment turnaround records (submission_coun...
Lab observations — String normalisation + Numeric distribution: String normalisation + Numeric distribution for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports usin...
Curriculum mapping — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Survey participation — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent reports using...
Curriculum mapping — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Rubric scoring — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent repo...
Rubric scoring — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent report...
Reading activity — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied reading activity records (pages_read, reading...
Course completion — Daily sum series + Date by category pivot: Daily sum series + Date by category pivot for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using share...
Learning resource usage — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independen...