4,119 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.
Bibliography inventories — Grouped numeric summary + Daily sum series: Grouped numeric summary + Daily sum series for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2 in...
Study recruitment — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied study recruitment records (eligible_candidates,...
Workshop capacity — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent r...
Peer feedback — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied peer feedback records (review_count, actioned_comments)....
Data collection completeness — Numeric distribution + Explicit missing-value fill: Numeric distribution + Explicit missing-value fill for supplied data collection completeness records (observed_values, expected_values)....
Survey participation — String normalisation + Date by category pivot: String normalisation + Date by category pivot for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent repo...
Survey participation — Numeric distribution + Equal-width histogram: Numeric distribution + Equal-width histogram for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent report...
Curriculum mapping — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Question bank coverage — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied question bank coverage records (item_coun...
Question bank coverage — Numeric interval filter + Adjacent row changes: Numeric interval filter + Adjacent row changes for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indepen...
Research grant spending — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independe...
Survey participation — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent...
Question bank coverage — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies for supplied question bank coverage records (item_count, obj...
Lesson attendance — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent...
Course completion — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Course completion — Grouped numeric summary + Keyed dataset comparison: Grouped numeric summary + Keyed dataset comparison for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent r...
Workshop capacity — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent reports...
Data collection completeness — Numeric row ordering + Daily sum series: Numeric row ordering + Daily sum series for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows; 2 inde...
Peer feedback — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...
Peer feedback — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + Keyed dataset comparison for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports...
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...