3,926 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 — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied question bank coverage records (item_coun...
Lab observations — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports usin...
Research samples — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + Keyed dataset comparison for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent...
Question bank coverage — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indep...
Learning resource usage — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + Grouped numeric summary for supplied learning resource usage records (access_...
Survey participation — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean for supplied survey participation records (respondents, invitations). Up to 200 rows...
Lesson attendance — Two-measure correlation + Secondary-measure weighted mean: Two-measure correlation + Secondary-measure weighted mean for supplied lesson attendance records (attendees, registered_students). Up to 200...
Assessment item observations — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 indepen...
Research samples — Grouped numeric summary + Trailing mean series: Grouped numeric summary + Trailing mean series for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports...
Reading activity — Exact row deduplication + Numeric interval filter: Exact row deduplication + Numeric interval filter for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent r...
Assessment item observations — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied assessment item observations records (correct_responses, attempts). Up to 200 r...
Experiment run timing — Adjacent row changes + Base-100 series: Adjacent row changes + Base-100 series for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent reports using s...
Bibliography inventories — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied bibliography inventories records (reference_count, verified_references). Up t...
Course completion — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using sha...
Thesis milestones — Adjacent row changes + IQR outlier flags: Adjacent row changes + IQR outlier flags for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 independent repo...
Lesson attendance — Adjacent row changes + IQR outlier flags: Adjacent row changes + IQR outlier flags for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports using...
Accessibility review — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2...
Bibliography inventories — Grouped numeric summary + Date by category pivot: Grouped numeric summary + Date by category pivot for supplied bibliography inventories records (reference_count, verified_references). Up to 20...
Learning resource usage — Numeric interval filter + IQR outlier flags: Numeric interval filter + IQR outlier flags for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independ...
Reading activity — Numeric row ordering + Trailing mean series: Numeric row ordering + Trailing mean series for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using...
Tutoring sessions — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports...
Curriculum mapping — String normalisation + Two-measure correlation: String normalisation + Two-measure correlation for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Lesson attendance — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports...
Rubric scoring — Daily sum series + Explicit missing-value fill: Daily sum series + Explicit missing-value fill for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 independent report...