4,054 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 + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied learning resource usage records (access_...
Experiment run timing — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied experiment run timing records (run_seconds...
Workshop capacity — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied workshop capacity records (registrations, available_...
Learning resource usage — Category frequencies + Date by category pivot: Category frequencies + Date by category pivot for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 inde...
Training assessments — Trailing mean series + Date by category pivot: Trailing mean series + Date by category pivot for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports...
Training assessments — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports usi...
Curriculum mapping — Grouped numeric summary + Numeric interval filter: Grouped numeric summary + Numeric interval filter for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 in...
Assessment item observations — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + Keyed dataset comparison for supplied assessment item observations records (correct_responses, attempts). Up to...
Thesis milestones — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 independent repo...
Survey participation — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent re...
Lab observations — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + Daily sum series for supplied lab observations records (measurement, replicate_count). Up t...
Learning resource usage — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2...
Workshop capacity — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied workshop capacity records (registrations, available_...
Peer feedback — Category frequencies + Trailing mean series: Category frequencies + Trailing mean series for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...
Peer feedback — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...
Assessment item observations — Daily sum series + Two-measure correlation: Daily sum series + Two-measure correlation for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 ind...
Assignment turnaround — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 inde...
Assignment turnaround — Record quality audit + String normalisation: Record quality audit + String normalisation for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independen...
Reading activity — Record quality audit + String normalisation + Adjacent row changes: Record quality audit + String normalisation + Adjacent row changes for supplied reading activity records (pages_read, reading_minutes...
Study recruitment — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 inde...
Research grant spending — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied research grant spending records (budget_...
Data collection completeness — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + Keyed dataset comparison for supplied data collection completeness records (observed_values, ex...
Thesis milestones — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied thesis milestones records (completed_milesto...
Research grant spending — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent...