3,375 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.
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...
Learning resource usage — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied learning resource usage records (access_coun...
Course completion — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Experiment run timing — Numeric row ordering + Two-measure correlation: Numeric row ordering + Two-measure correlation for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent...
Experiment run timing — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied experiment run timing records (run_seconds...
Research samples — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes for supplied research samples records (sample_value, sample_...
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_...
Learning resource usage — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independ...
Curriculum mapping — Grouped numeric summary + Trailing mean series: Grouped numeric summary + Trailing mean series for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Accessibility review — Grouped numeric summary + Adjacent row changes: Grouped numeric summary + Adjacent row changes for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2...
Bibliography inventories — Trailing mean series + Explicit missing-value fill: Trailing mean series + Explicit missing-value fill for supplied bibliography inventories records (reference_count, verified_references). Up t...
Assignment turnaround — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2...
Assessment item observations — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied assessment item observations records...
Peer feedback — Daily sum series + Date by category pivot: Daily sum series + Date by category pivot for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using share...
Course completion — Daily sum series + Base-100 series: Daily sum series + Base-100 series for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using shared local analyt...
Lab observations — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 in...
Assessment item observations — String normalisation + Two-measure correlation: String normalisation + Two-measure correlation for supplied assessment item observations records (correct_responses, attempts). Up to 200 row...
Bibliography inventories — Two-measure correlation + Explicit missing-value fill: Two-measure correlation + Explicit missing-value fill for supplied bibliography inventories records (reference_count, verified_references)...
Workshop capacity — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent reports using...
Lab observations — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied lab observations records (measurement, replicat...
Survey participation — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent re...
Data collection completeness — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + Keyed dataset comparison for supplied data collection completeness records (observed_values, expected_values). Up to...
Bibliography inventories — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2 indepe...
Assessment item observations — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied assessment item obs...