3,900 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 samples — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series for supplied research samples records (sample_value, sample_weight...
Curriculum mapping — String normalisation + Numeric row ordering: String normalisation + Numeric row ordering for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
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 — String normalisation + Adjacent row changes: String normalisation + Adjacent row changes for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independen...
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...
Assignment turnaround — Record quality audit + String normalisation + Numeric row ordering: Record quality audit + String normalisation + Numeric row ordering for supplied assignment turnaround records (submission_count,...
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...
Peer feedback — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using shared loca...
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...
Reading activity — Numeric row ordering + Date by category pivot: Numeric row ordering + Date by category pivot for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports u...
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...
Research grant spending — Adjacent row changes + Two-measure correlation: Adjacent row changes + Two-measure correlation for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indep...
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...
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...
Rubric scoring — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied rubric scoring records (awarded_points, ava...