3,578 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.
Lab observations — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports using sh...
Experiment run timing — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent...
Data collection completeness — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows...
Workshop capacity — Numeric distribution + Equal-width histogram: Numeric distribution + Equal-width histogram for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 independent repor...
Lab observations — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent report...
Lesson attendance — Trailing mean series + Two-measure correlation: Trailing mean series + Two-measure correlation for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent re...
Assessment item observations — Category frequencies + Numeric interval filter: Category frequencies + Numeric interval filter for supplied assessment item observations records (correct_responses, attempts). Up to 200 row...
Survey participation — Grouped numeric summary + Two-measure correlation: Grouped numeric summary + Two-measure correlation for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independ...
Data collection completeness — Daily sum series + Explicit missing-value fill: Daily sum series + Explicit missing-value fill for supplied data collection completeness records (observed_values, expected_values). Up to 20...
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...
Curriculum mapping — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + Secondary-measure weighted mean for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up t...
Thesis milestones — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + Grouped numeric summary for supplied thesis milestones records (completed_milestone...
Training assessments — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation for supplied training assessments records (pre_score, po...
Course completion — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Accessibility review — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied accessibility review records (checked_resources, remediated_resources). Up to 200 rows; 2...
Training assessments — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent rep...
Research samples — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports using...
Reading activity — Exact row deduplication + Base-100 series: Exact row deduplication + Base-100 series for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using sha...
Rubric scoring — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied rubric scoring records (awarded_points, available_points). Up to...
Learning resource usage — Daily sum series + Base-100 series: Daily sum series + Base-100 series for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independent reports using...
Workshop capacity — Category frequencies + Explicit missing-value fill: Category frequencies + Explicit missing-value fill for supplied workshop capacity records (registrations, available_places). Up to 200 rows; 2 indep...
Thesis milestones — Numeric distribution + Equal-width histogram: Numeric distribution + Equal-width histogram for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 independ...
Tutoring sessions — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + Keyed dataset comparison for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent...
Library circulation — Grouped numeric summary + Adjacent row changes: Grouped numeric summary + Adjacent row changes for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent...