4,057 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 — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 in...
Accessibility review — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes for supplied accessibility review records (checked_resou...
Workshop capacity — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + Daily sum series for supplied workshop capacity records (registrations, available_places)....
Rubric scoring — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports usin...
Curriculum mapping — String normalisation + Explicit missing-value fill: String normalisation + Explicit missing-value fill for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2...
Assessment item observations — Grouped numeric summary + Two-measure correlation: Grouped numeric summary + Two-measure correlation for supplied assessment item observations records (correct_responses, attempts). Up to 2...
Data collection completeness — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied data collection completeness records (observed_values, expected_values). Up to...
Library circulation — Base-100 series + IQR outlier flags: Base-100 series + IQR outlier flags for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports using shared l...
Course completion — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports...
Lesson attendance — Trailing mean series + Base-100 series: Trailing mean series + Base-100 series for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports using shar...
Assignment turnaround — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 in...
Accessibility review — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows;...
Bibliography inventories — Numeric row ordering + Secondary-measure weighted mean: Numeric row ordering + Secondary-measure weighted mean for supplied bibliography inventories records (reference_count, verified_reference...
Reading activity — Base-100 series + Keyed dataset comparison: Base-100 series + Keyed dataset comparison for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using s...
Research samples — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 ind...
Research grant spending — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 i...
Workshop capacity — Numeric interval filter + Two-measure correlation: Numeric interval filter + Two-measure correlation for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 indepen...
Experiment run timing — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent reports usi...
Accessibility review — Numeric interval filter + Two-measure correlation: Numeric interval filter + Two-measure correlation for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 r...
Survey participation — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied survey participation records (respondents...
Bibliography inventories — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied bibliography inventories records (refer...
Study recruitment — Numeric row ordering + Secondary-measure weighted mean: Numeric row ordering + Secondary-measure weighted mean for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to...
Training assessments — Category frequencies + Two-measure correlation: Category frequencies + Two-measure correlation for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent repor...
Rubric scoring — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent re...