3,962 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.
Thesis milestones — Record quality audit + String normalisation + Adjacent row changes: Record quality audit + String normalisation + Adjacent row changes for supplied thesis milestones records (completed_milestones, pla...
Data collection completeness — Record quality audit + Daily sum series: Record quality audit + Daily sum series for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows; 2 inde...
Reading activity — Exact row deduplication + Trailing mean series: Exact row deduplication + Trailing mean series for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports...
Assessment item observations — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary for supplied assessment item observations records (correct_responses, attempts). Up to 200 row...
Accessibility review — Date by category pivot + Explicit missing-value fill: Date by category pivot + Explicit missing-value fill for supplied accessibility review records (checked_resources, remediated_resources). Up to...
Training assessments — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent repor...
Rubric scoring — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent report...
Workshop capacity — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies for supplied workshop capacity records (registrations, available_...
Curriculum mapping — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Survey participation — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independen...
Learning resource usage — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 in...
Peer feedback — Adjacent row changes + Date by category pivot: Adjacent row changes + Date by category pivot for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports usi...
Library circulation — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied library circulation records (loan_count, available_copies). Up to 200 rows;...
Thesis milestones — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied thesis milestones records (completed_milestones, p...
Lab observations — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports usin...
Curriculum mapping — String normalisation + Equal-width histogram: String normalisation + Equal-width histogram for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent...
Rubric scoring — Numeric interval filter + Daily sum series: Numeric interval filter + Daily sum series for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports using...
Assignment turnaround — Trailing mean series + Two-measure correlation: Trailing mean series + Two-measure correlation for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 inde...
Bibliography inventories — Numeric row ordering + Base-100 series: Numeric row ordering + Base-100 series for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2 independen...
Bibliography inventories — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2 indepe...
Experiment run timing — Record quality audit + String normalisation + Adjacent row changes: Record quality audit + String normalisation + Adjacent row changes for supplied experiment run timing records (run_seconds, samp...
Question bank coverage — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2...
Lab observations — Date by category pivot + Keyed dataset comparison: Date by category pivot + Keyed dataset comparison for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent...
Library circulation — Category frequencies + Equal-width histogram: Category frequencies + Equal-width histogram for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent repo...