4,054 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.
Survey participation — Category frequencies + Base-100 series: Category frequencies + Base-100 series for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent reports using shar...
Lesson attendance — Base-100 series + Explicit missing-value fill: Base-100 series + Explicit missing-value fill for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent repo...
Library circulation — Daily sum series + Base-100 series: Daily sum series + Base-100 series for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports using shared loc...
Lab observations — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied lab observations records (measurement, replicate_coun...
Experiment run timing — Daily sum series + Trailing mean series: Daily sum series + Trailing mean series for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent reports using...
Curriculum mapping — Base-100 series + Two-measure correlation: Base-100 series + Two-measure correlation for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent report...
Data collection completeness — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied data collection completeness records (observed_values, expected_values). Up to 20...
Curriculum mapping — Category frequencies + Explicit missing-value fill: Category frequencies + Explicit missing-value fill for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2...
Course completion — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill for supplied course completion records (completions, enrolments). Up to 200 rows; 2 indepen...
Accessibility review — Numeric interval filter + Secondary-measure weighted mean: Numeric interval filter + Secondary-measure weighted mean for supplied accessibility review records (checked_resources, remediated_resourc...
Data collection completeness — Grouped numeric summary + Daily sum series: Grouped numeric summary + Daily sum series for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows;...
Lesson attendance — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent report...
Peer feedback — Two-measure correlation + Explicit missing-value fill: Two-measure correlation + Explicit missing-value fill for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 indepen...
Study recruitment — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 in...
Lab observations — Daily sum series + Equal-width histogram: Daily sum series + Equal-width histogram for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports using shar...
Library circulation — Record quality audit + String normalisation + IQR outlier flags: Record quality audit + String normalisation + IQR outlier flags for supplied library circulation records (loan_count, available_copie...
Learning resource usage — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independ...
Training assessments — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent rep...
Data collection completeness — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied data collection completeness records (observed_values, expected_values)....
Lab observations — Exact row deduplication + Numeric interval filter: Exact row deduplication + Numeric interval filter for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent...
Lab observations — Record quality audit + Explicit missing-value fill: Record quality audit + Explicit missing-value fill for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independen...
Learning resource usage — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied learning resource usage records (a...
Library circulation — Numeric distribution + Adjacent row changes: Numeric distribution + Adjacent row changes for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent report...
Assignment turnaround — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent reports...