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.
Study recruitment — Numeric interval filter + Base-100 series: Numeric interval filter + Base-100 series for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independent re...
Data collection completeness — Base-100 series + Secondary-measure weighted mean: Base-100 series + Secondary-measure weighted mean for supplied data collection completeness records (observed_values, expected_values). Up...
Training assessments — Two-measure correlation + Explicit missing-value fill: Two-measure correlation + Explicit missing-value fill for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 ind...
Peer feedback — String normalisation + Keyed dataset comparison: String normalisation + Keyed dataset comparison for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports...
Assignment turnaround — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent...
Workshop capacity — String normalisation + Daily sum series: String normalisation + Daily sum series for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent reports using s...
Rubric scoring — Numeric distribution + Adjacent row changes: Numeric distribution + Adjacent row changes for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports usin...
Study recruitment — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 inde...
Data collection completeness — Daily sum series + Base-100 series: Daily sum series + Base-100 series for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows; 2 independent re...
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 — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indepen...
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...