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.
Course completion — Exact row deduplication + Trailing mean series: Exact row deduplication + Trailing mean series for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Experiment run timing — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent rep...
Learning resource usage — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied learning resource usage records (access_count, res...
Library circulation — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied library circulation records (loan_count, available_copies). Up to 200 rows...
Study recruitment — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 independen...
Tutoring sessions — Two-measure correlation + Secondary-measure weighted mean: Two-measure correlation + Secondary-measure weighted mean for supplied tutoring sessions records (session_minutes, session_count). Up to 200...
Data collection completeness — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied data collection completeness reco...
Peer feedback — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...
Curriculum mapping — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Thesis milestones — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 independen...
Question bank coverage — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + Keyed dataset comparison for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indep...
Learning resource usage — Numeric interval filter + Date by category pivot: Numeric interval filter + Date by category pivot for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows;...
Thesis milestones — Record quality audit + Two-measure correlation: Record quality audit + Two-measure correlation for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 inde...
Thesis milestones — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 inde...
Data collection completeness — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied data collection completeness records (observed_valu...
Course completion — Record quality audit + Two-measure correlation: Record quality audit + Two-measure correlation for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Survey participation — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent reports...
Reading activity — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using share...
Question bank coverage — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independent r...
Library circulation — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + Daily sum series for supplied library circulation records (loan_count, available_copies)...
Question bank coverage — Numeric row ordering + Trailing mean series: Numeric row ordering + Trailing mean series for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independent r...
Research grant spending — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent...
Question bank coverage — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independent r...
Question bank coverage — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indepen...