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.
Question bank coverage — Category frequencies + Numeric interval filter: Category frequencies + Numeric interval filter for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indepen...
Lab observations — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent report...
Accessibility review — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independent...
Research samples — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied research samples records (sample_value, sample_...
Library circulation — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + Secondary-measure weighted mean for supplied library circulation records (loan_count, available_copies). Up to 20...
Lesson attendance — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent...
Tutoring sessions — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent re...
Survey participation — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied survey participation records (respondents,...
Data collection completeness — Grouped numeric summary + Two-measure correlation: Grouped numeric summary + Two-measure correlation for supplied data collection completeness records (observed_values, expected_values). Up...
Course completion — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using s...
Training assessments — Numeric distribution + Base-100 series: Numeric distribution + Base-100 series for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports using shared...
Rubric scoring — Numeric distribution + Daily sum series: Numeric distribution + Daily sum series for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports using shared...
Library circulation — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes for supplied library circulation records (loan_count, ava...
Training assessments — Numeric distribution + Daily sum series: Numeric distribution + Daily sum series for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports using share...
Lesson attendance — Grouped numeric summary + Keyed dataset comparison: Grouped numeric summary + Keyed dataset comparison for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 indepe...
Rubric scoring — Daily sum series + Adjacent row changes: Daily sum series + Adjacent row changes for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports using shared...
Assessment item observations — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 i...
Assignment turnaround — Numeric row ordering + Two-measure correlation: Numeric row ordering + Two-measure correlation for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 inde...
Peer feedback — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series for supplied peer feedback records (review_count, actioned_comments). Up to 200...
Survey participation — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied survey participation records (respond...
Workshop capacity — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied workshop capacity records (registratio...
Rubric scoring — Duplicate key report + Date by category pivot: Duplicate key report + Date by category pivot for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent reports...
Bibliography inventories — String normalisation + Adjacent row changes: String normalisation + Adjacent row changes for supplied bibliography inventories records (reference_count, verified_references). Up to 200 rows; 2...
Workshop capacity — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied workshop capacity records (registrations, avai...