4,119 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.
Training assessments — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent rep...
Bibliography inventories — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2...
Curriculum mapping — Numeric row ordering + Daily sum series: Numeric row ordering + Daily sum series for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent reports us...
Thesis milestones — Category frequencies + Two-measure correlation: Category frequencies + Two-measure correlation for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 inde...
Training assessments — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 i...
Rubric scoring — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied rubric scoring records (awarded_points, available...
Research grant spending — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent...
Tutoring sessions — Adjacent row changes + Explicit missing-value fill: Adjacent row changes + Explicit missing-value fill for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 indepe...
Library circulation — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent report...
Research samples — Numeric interval filter + Date by category pivot: Numeric interval filter + Date by category pivot for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent rep...
Thesis milestones — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied thesis milestones records (completed_milestone...
Accessibility review — Trailing mean series + Base-100 series: Trailing mean series + Base-100 series for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independent rep...
Lesson attendance — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports using...
Assessment item observations — Numeric distribution + Numeric interval filter: Numeric distribution + Numeric interval filter for supplied assessment item observations records (correct_responses, attempts). Up to 200 row...
Rubric scoring — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies for supplied rubric scoring records (awarded_points, available_point...
Bibliography inventories — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied bibliography inventories records (refer...
Experiment run timing — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent...
Reading activity — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using...
Accessibility review — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean for supplied accessibility review records (checked_resources, remediated_resources)....
Peer feedback — String normalisation + Equal-width histogram: String normalisation + Equal-width histogram for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using...
Lab observations — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied lab observations records (measurement, replicate_...
Tutoring sessions — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2...
Tutoring sessions — Base-100 series + Keyed dataset comparison: Base-100 series + Keyed dataset comparison for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports us...
Learning resource usage — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean for supplied learning resource usage records (access_count, resource_minutes). Up...