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.
Course completion — Date by category pivot + Keyed dataset comparison: Date by category pivot + Keyed dataset comparison for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent rep...
Question bank coverage — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied question bank coverage records (item_count, objective_count). Up...
Data collection completeness — IQR outlier flags + Secondary-measure weighted mean: IQR outlier flags + Secondary-measure weighted mean for supplied data collection completeness records (observed_values, expected_values)...
Data collection completeness — Numeric distribution + Numeric row ordering: Numeric distribution + Numeric row ordering for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows...
Rubric scoring — String normalisation + Keyed dataset comparison: String normalisation + Keyed dataset comparison for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent repo...
Question bank coverage — Numeric interval filter + Secondary-measure weighted mean: Numeric interval filter + Secondary-measure weighted mean for supplied question bank coverage records (item_count, objective_count). Up...
Peer feedback — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports u...
Research grant spending — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied research grant spending records (budget_...
Reading activity — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent repor...
Training assessments — Numeric interval filter + Trailing mean series: Numeric interval filter + Trailing mean series for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent repor...
Bibliography inventories — Grouped numeric summary + Numeric interval filter: Grouped numeric summary + Numeric interval filter for supplied bibliography inventories records (reference_count, verified_references). Up to...
Lab observations — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independen...
Curriculum mapping — Category frequencies + Trailing mean series: Category frequencies + Trailing mean series for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Assessment item observations — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 i...
Peer feedback — String normalisation + Numeric interval filter: String normalisation + Numeric interval filter for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports u...
Research samples — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent repor...
Rubric scoring — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + Secondary-measure weighted mean for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 in...
Bibliography inventories — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + Keyed dataset comparison for supplied bibliography inventories records (reference_count, verified_references). Up t...
Learning resource usage — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied learning resource usage records (access_count,...
Curriculum mapping — Numeric row ordering + Explicit missing-value fill: Numeric row ordering + Explicit missing-value fill for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2...
Peer feedback — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports u...
Assignment turnaround — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 inde...
Lab observations — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent report...
Experiment run timing — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent repor...