3,962 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.
Training assessments — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent rep...
Survey participation — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot for supplied survey participation records (respondents, in...
Data collection completeness — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum series for supplied data collection completeness records (obser...
Question bank coverage — Numeric interval filter + Explicit missing-value fill: Numeric interval filter + Explicit missing-value fill for supplied question bank coverage records (item_count, objective_count). Up to 200 r...
Training assessments — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + Secondary-measure weighted mean for supplied training assessments records (pre_score, post_score). Up to 200 row...
Learning resource usage — Two-measure correlation + Explicit missing-value fill: Two-measure correlation + Explicit missing-value fill for supplied learning resource usage records (access_count, resource_minutes). Up to...
Lesson attendance — Record quality audit + Category frequencies: Record quality audit + Category frequencies for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports...
Rubric scoring — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows...
Library circulation — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + Keyed dataset comparison for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 inde...
Tutoring sessions — Daily sum series + Secondary-measure weighted mean: Daily sum series + Secondary-measure weighted mean for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 indepe...
Assessment item observations — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + Secondary-measure weighted mean for supplied assessment item observations records (correct_responses, at...
Lesson attendance — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent re...
Course completion — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Research grant spending — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indep...
Accessibility review — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 indep...
Peer feedback — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports u...
Survey participation — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent...
Lesson attendance — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports using...
Reading activity — Numeric distribution + Numeric row ordering: Numeric distribution + Numeric row ordering for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using...
Library circulation — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 indepe...
Reading activity — Category frequencies + Trailing mean series: Category frequencies + Trailing mean series for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using...
Tutoring sessions — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports using...
Learning resource usage — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independ...
Accessibility review — String normalisation + Adjacent row changes: String normalisation + Adjacent row changes for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2 indep...