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.
Assessment item observations — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 indepen...
Survey participation — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied survey participation records (respondents, invita...
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...
Accessibility review — Exact row deduplication + Trailing mean series: Exact row deduplication + Trailing mean series for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2...
Workshop capacity — Date by category pivot + Explicit missing-value fill: Date by category pivot + Explicit missing-value fill for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 i...
Bibliography inventories — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied bibliography inventorie...
Assessment item observations — Daily sum series + Equal-width histogram: Daily sum series + Equal-width histogram for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 indepen...
Peer feedback — Numeric distribution + Daily sum series: Numeric distribution + Daily sum series for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using shared lo...
Research samples — Grouped numeric summary + Keyed dataset comparison: Grouped numeric summary + Keyed dataset comparison for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent...
Data collection completeness — Record quality audit + Trailing mean series: Record quality audit + Trailing mean series for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows...
Course completion — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using s...
Research samples — String normalisation + Category frequencies: String normalisation + Category frequencies for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports using...
Learning resource usage — Record quality audit + Base-100 series: Record quality audit + Base-100 series for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independent report...
Reading activity — String normalisation + Equal-width histogram: String normalisation + Equal-width histogram for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports usi...
Peer feedback — Daily sum series + Base-100 series: Daily sum series + Base-100 series for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using shared local analyt...
Assessment item observations — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 indepen...
Experiment run timing — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied experiment run timing records (run_seconds, samp...
Rubric scoring — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied rubric scoring records (awarded_points, available_poi...
Lab observations — Base-100 series + IQR outlier flags: Base-100 series + IQR outlier flags for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports using shared local a...
Experiment run timing — Numeric distribution + Base-100 series: Numeric distribution + Base-100 series for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent reports using s...
Learning resource usage — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation for supplied learning resource usage records (access_...
Tutoring sessions — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes for supplied tutoring sessions records (session_minutes, se...
Assignment turnaround — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied assignment turnaround records (submission_count,...
Reading activity — Trailing mean series + Date by category pivot: Trailing mean series + Date by category pivot for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports u...