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.
Research grant spending — Date by category pivot + Explicit missing-value fill: Date by category pivot + Explicit missing-value fill for supplied research grant spending records (budget_amount, spend_amount). Up to 200 r...
Rubric scoring — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports usin...
Course completion — Grouped numeric summary + Numeric interval filter: Grouped numeric summary + Numeric interval filter for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent rep...
Data collection completeness — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows...
Peer feedback — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports...
Experiment run timing — Date by category pivot + Explicit missing-value fill: Date by category pivot + Explicit missing-value fill for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2...
Assignment turnaround — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation for supplied assignment turnaround records (submission_...
Research grant spending — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied research grant spending records (budget_...
Rubric scoring — Adjacent row changes + Date by category pivot: Adjacent row changes + Date by category pivot for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports...
Learning resource usage — Grouped numeric summary + Base-100 series: Grouped numeric summary + Base-100 series for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independent...
Peer feedback — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using...
Survey participation — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied survey participation records (respondents,...
Data collection completeness — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied data collection completeness record...
Assignment turnaround — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series for supplied assignment turnaround records (submission_count,...
Accessibility review — Numeric distribution + Date by category pivot: Numeric distribution + Date by category pivot for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 i...
Learning resource usage — Base-100 series + Keyed dataset comparison: Base-100 series + Keyed dataset comparison for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independen...
Lesson attendance — Numeric distribution + Trailing mean series: Numeric distribution + Trailing mean series for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports...
Lab observations — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied lab observations records (measurement, replicate_count). Up to...
Workshop capacity — Numeric row ordering + Numeric interval filter: Numeric row ordering + Numeric interval filter for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent r...
Survey participation — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series for supplied survey participation records (respondents, invitations). Up...
Library circulation — Numeric interval filter + Trailing mean series: Numeric interval filter + Trailing mean series for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent...
Peer feedback — String normalisation + Adjacent row changes: String normalisation + Adjacent row changes for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...
Experiment run timing — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent repor...
Research samples — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports...