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.
Assignment turnaround — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied assignment turnaround records (submission_...
Data collection completeness — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison for supplied data collection completeness records (observed_values, expected_values). Up to...
Course completion — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using s...
Research grant spending — Record quality audit + Date by category pivot: Record quality audit + Date by category pivot for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indepen...
Library circulation — Numeric row ordering + Daily sum series: Numeric row ordering + Daily sum series for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports using...
Research samples — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied research samples records (sampl...
Reading activity — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation for supplied reading activity records (pages_read, reading_m...
Accessibility review — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 independent...
Curriculum mapping — Adjacent row changes + Date by category pivot: Adjacent row changes + Date by category pivot for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independen...
Assignment turnaround — Numeric row ordering + Adjacent row changes: Numeric row ordering + Adjacent row changes for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independen...
Course completion — Adjacent row changes + IQR outlier flags: Adjacent row changes + IQR outlier flags for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using shared...
Training assessments — String normalisation + Date by category pivot: String normalisation + Date by category pivot for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports...
Workshop capacity — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent repor...
Question bank coverage — Numeric distribution + Numeric interval filter: Numeric distribution + Numeric interval filter for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indepen...
Workshop capacity — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independe...
Library circulation — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied library circulation records (loan_count, ava...
Library circulation — Numeric distribution + Daily sum series: Numeric distribution + Daily sum series for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent reports using...
Research grant spending — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series for supplied research grant spending records (budget_amount, spend_am...
Survey participation — Numeric interval filter + Trailing mean series: Numeric interval filter + Trailing mean series for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent re...
Peer feedback — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied peer feedback records (review_count, actioned_comments)....
Assessment item observations — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 indepen...
Course completion — Category frequencies + Two-measure correlation: Category frequencies + Two-measure correlation for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Curriculum mapping — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Peer feedback — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...