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 samples — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent rep...
Study recruitment — Adjacent row changes + Date by category pivot: Adjacent row changes + Date by category pivot for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 indepe...
Bibliography inventories — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2...
Learning resource usage — Trailing mean series + Equal-width histogram: Trailing mean series + Equal-width histogram for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 indepe...
Research samples — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 indep...
Survey participation — Equal-width histogram + Two-measure correlation: Equal-width histogram + Two-measure correlation for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent...
Library circulation — Equal-width histogram + Two-measure correlation: Equal-width histogram + Two-measure correlation for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independen...
Accessibility review — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied accessibility review records (checked_resou...
Course completion — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using shared...
Course completion — Numeric interval filter + Adjacent row changes: Numeric interval filter + Adjacent row changes for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Accessibility review — Exact row deduplication + Base-100 series: Exact row deduplication + Base-100 series for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independe...
Learning resource usage — String normalisation + Secondary-measure weighted mean: String normalisation + Secondary-measure weighted mean for supplied learning resource usage records (access_count, resource_minutes). Up t...
Learning resource usage — Adjacent row changes + Explicit missing-value fill: Adjacent row changes + Explicit missing-value fill for supplied learning resource usage records (access_count, resource_minutes). Up to 200 ro...
Reading activity — Category frequencies + Two-measure correlation: Category frequencies + Two-measure correlation for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports...
Assessment item observations — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean for supplied assessment item observations records (correct_responses, attempts...
Experiment run timing — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied experiment run timing records (run_seconds...
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...
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...
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...
Question bank coverage — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indepen...
Course completion — Category frequencies + Numeric interval filter: Category frequencies + Numeric interval filter for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Reading activity — Base-100 series + Equal-width histogram: Base-100 series + Equal-width histogram for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using shared...
Library circulation — Numeric row ordering + Date by category pivot: Numeric row ordering + Date by category pivot for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent re...
Lesson attendance — Two-measure correlation + Explicit missing-value fill: Two-measure correlation + Explicit missing-value fill for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2...