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.
Curriculum mapping — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent repo...
Data collection completeness — String normalisation + Numeric row ordering: String normalisation + Numeric row ordering for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows...
Research grant spending — Numeric interval filter + Two-measure correlation: Numeric interval filter + Two-measure correlation for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2...
Study recruitment — Base-100 series + IQR outlier flags: Base-100 series + IQR outlier flags for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independent reports using...
Research grant spending — String normalisation + Numeric interval filter: String normalisation + Numeric interval filter for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indep...
Training assessments — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied training assessments records (pre_score, po...
Study recruitment — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 inde...
Study recruitment — Duplicate key report + Date by category pivot: Duplicate key report + Date by category pivot for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 indepe...
Survey participation — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied survey participation records (respondents,...
Research samples — Duplicate key report + Keyed dataset comparison: Duplicate key report + Keyed dataset comparison for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent repor...
Experiment run timing — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent reports usi...
Bibliography inventories — Record quality audit + Date by category pivot: Record quality audit + Date by category pivot for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows...
Curriculum mapping — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Rubric scoring — Two-measure correlation + Date by category pivot: Two-measure correlation + Date by category pivot for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent re...
Assessment item observations — String normalisation + Adjacent row changes: String normalisation + Adjacent row changes for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 i...
Lesson attendance — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied lesson attendance records (attendees, registered_students). Up...
Course completion — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports...
Workshop capacity — Category frequencies + Date by category pivot: Category frequencies + Date by category pivot for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent rep...
Accessibility review — String normalisation + Base-100 series: String normalisation + Base-100 series for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independent rep...
Question bank coverage — String normalisation + Numeric distribution: String normalisation + Numeric distribution for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independent r...
Learning resource usage — Daily sum series + Date by category pivot: Daily sum series + Date by category pivot for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independent...
Study recruitment — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied study recruitment records (eligible_cand...
Research grant spending — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent rep...
Assessment item observations — Grouped numeric summary + Numeric interval filter: Grouped numeric summary + Numeric interval filter for supplied assessment item observations records (correct_responses, attempts). Up to 2...