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.
Workshop capacity — Trailing mean series + Explicit missing-value fill: Trailing mean series + Explicit missing-value fill for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 indep...
Curriculum mapping — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 indepe...
Reading activity — String normalisation + Numeric distribution: String normalisation + Numeric distribution for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using...
Learning resource usage — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied learning resource usage records (access_count, resource_minutes). Up t...
Peer feedback — Duplicate key report + Date by category pivot: Duplicate key report + Date by category pivot for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports usi...
Survey participation — Record quality audit + String normalisation + Numeric row ordering: Record quality audit + String normalisation + Numeric row ordering for supplied survey participation records (respondents, invita...
Lab observations — Base-100 series + Equal-width histogram: Base-100 series + Equal-width histogram for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports using shared...
Question bank coverage — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 independent r...
Assessment item observations — Duplicate key report + Date by category pivot: Duplicate key report + Date by category pivot for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows;...
Research grant spending — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied research grant spending records (budget_amount, spend_amount). Up to 200...
Library circulation — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independ...
Experiment run timing — Record quality audit + Explicit missing-value fill: Record quality audit + Explicit missing-value fill for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 ind...
Course completion — Numeric row ordering + Trailing mean series: Numeric row ordering + Trailing mean series for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using s...
Reading activity — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 i...
Library circulation — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + Keyed dataset comparison for supplied library circulation records (loan_count, available_copies). Up to...
Curriculum mapping — Numeric distribution + Explicit missing-value fill: Numeric distribution + Explicit missing-value fill for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2...
Training assessments — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports usi...
Lesson attendance — Numeric interval filter + IQR outlier flags: Numeric interval filter + IQR outlier flags for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports...
Tutoring sessions — Category frequencies + Two-measure correlation: Category frequencies + Two-measure correlation for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent re...
Peer feedback — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied peer feedback records (review_count, actioned_comm...
Workshop capacity — Grouped numeric summary + Trailing mean series: Grouped numeric summary + Trailing mean series for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent r...
Research samples — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied research samples records (sample_value, sample_...
Peer feedback — String normalisation + IQR outlier flags: String normalisation + IQR outlier flags for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using shared...
Research grant spending — Daily sum series + Base-100 series: Daily sum series + Base-100 series for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent reports using sha...