3,897 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.
Course completion — Numeric distribution + Equal-width histogram: Numeric distribution + Equal-width histogram for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using...
Data collection completeness — Record quality audit + String normalisation + IQR outlier flags: Record quality audit + String normalisation + IQR outlier flags for supplied data collection completeness records (observed_...
Workshop capacity — Daily sum series + Trailing mean series: Daily sum series + Trailing mean series for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent reports using s...
Data collection completeness — Category frequencies + Numeric interval filter: Category frequencies + Numeric interval filter for supplied data collection completeness records (observed_values, expected_values). Up to 20...
Data collection completeness — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes for supplied data collection completeness record...
Question bank coverage — Grouped numeric summary + Two-measure correlation: Grouped numeric summary + Two-measure correlation for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 i...
Research grant spending — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent repor...
Rubric scoring — Date by category pivot + Explicit missing-value fill: Date by category pivot + Explicit missing-value fill for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows; 2 indepe...
Peer feedback — Daily sum series + Two-measure correlation: Daily sum series + Two-measure correlation for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using sha...
Lesson attendance — String normalisation + Category frequencies: String normalisation + Category frequencies for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports...
Peer feedback — Category frequencies + Explicit missing-value fill: Category frequencies + Explicit missing-value fill for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent r...
Assessment item observations — Two-measure correlation + Date by category pivot: Two-measure correlation + Date by category pivot for supplied assessment item observations records (correct_responses, attempts). Up to 200...
Lesson attendance — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum series for supplied lesson attendance records (attendees, registered_stude...
Training assessments — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports using sha...
Workshop capacity — Category frequencies + Trailing mean series: Category frequencies + Trailing mean series for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent reports...
Question bank coverage — Record quality audit + Base-100 series: Record quality audit + Base-100 series for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independent reports usi...
Research samples — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum series for supplied research samples records (sample_value, sample_weight)....
Tutoring sessions — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows;...
Peer feedback — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports u...
Training assessments — String normalisation + IQR outlier flags: String normalisation + IQR outlier flags for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports using sha...
Course completion — Record quality audit + Daily sum series: Record quality audit + Daily sum series for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using shared lo...
Survey participation — String normalisation + Base-100 series: String normalisation + Base-100 series for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent reports using shar...
Accessibility review — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied accessibility review records (checked_res...
Lab observations — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports using...