4,057 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 — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied lab observations records (measurement, replicate_co...
Training assessments — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied training assessments records (pre_score,...
Research grant spending — Two-measure correlation + Date by category pivot: Two-measure correlation + Date by category pivot for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 i...
Curriculum mapping — Category frequencies + Two-measure correlation: Category frequencies + Two-measure correlation for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Thesis milestones — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 in...
Rubric scoring — Record quality audit + String normalisation + IQR outlier flags: Record quality audit + String normalisation + IQR outlier flags for supplied rubric scoring records (awarded_points, available_points). Up...
Curriculum mapping — Numeric distribution + Trailing mean series: Numeric distribution + Trailing mean series for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Experiment run timing — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + Keyed dataset comparison for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 ind...
Survey participation — String normalisation + Numeric row ordering: String normalisation + Numeric row ordering for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent reports...
Curriculum mapping — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independ...
Training assessments — Numeric distribution + Date by category pivot: Numeric distribution + Date by category pivot for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports...
Assignment turnaround — String normalisation + Numeric interval filter: String normalisation + Numeric interval filter for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 inde...
Learning resource usage — Daily sum series + Explicit missing-value fill: Daily sum series + Explicit missing-value fill for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 in...
Peer feedback — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports u...
Workshop capacity — Record quality audit + String normalisation + Numeric row ordering: Record quality audit + String normalisation + Numeric row ordering for supplied workshop capacity records (registrations, available_...
Peer feedback — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports...
Data collection completeness — Numeric distribution + Base-100 series: Numeric distribution + Base-100 series for supplied data collection completeness records (observed_values, expected_values). Up to 200 rows; 2 indepe...
Curriculum mapping — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent re...
Tutoring sessions — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows;...
Thesis milestones — Two-measure correlation + Keyed dataset comparison: Two-measure correlation + Keyed dataset comparison for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows...
Data collection completeness — Grouped numeric summary + Date by category pivot: Grouped numeric summary + Date by category pivot for supplied data collection completeness records (observed_values, expected_values). Up t...
Course completion — String normalisation + Base-100 series: String normalisation + Base-100 series for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using shared loca...
Survey participation — Equal-width histogram + Date by category pivot: Equal-width histogram + Date by category pivot for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent re...
Research grant spending — Category frequencies + Trailing mean series: Category frequencies + Trailing mean series for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent...