3,897 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.
Reading activity — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied reading activity records (pages_read, reading_m...
Peer feedback — Record quality audit + Category frequencies: Record quality audit + Category frequencies for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...
Experiment run timing — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied experiment run timing records (run_seconds, sample_count)....
Survey participation — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent...
Tutoring sessions — Record quality audit + String normalisation + IQR outlier flags: Record quality audit + String normalisation + IQR outlier flags for supplied tutoring sessions records (session_minutes, session_count)...
Assignment turnaround — Grouped numeric summary + Base-100 series: Grouped numeric summary + Base-100 series for supplied assignment turnaround records (submission_count, feedback_hours). Up to 200 rows; 2 independent re...
Course completion — Numeric row ordering + Two-measure correlation: Numeric row ordering + Two-measure correlation for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports u...
Experiment run timing — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes for supplied experiment run timing records (run_seconds, sample_count). Up to 200 rows; 2 independent repor...
Library circulation — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied library circulation records (loan_co...
Research grant spending — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 indep...
Thesis milestones — Category frequencies + Date by category pivot: Category frequencies + Date by category pivot for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 2 indepe...
Learning resource usage — String normalisation + Numeric distribution: String normalisation + Numeric distribution for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independ...
Study recruitment — Category frequencies + Numeric interval filter: Category frequencies + Numeric interval filter for supplied study recruitment records (eligible_candidates, enrolled_candidates). Up to 200 rows; 2 inde...
Assessment item observations — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied assessment item observations records (correct_responses, attempts). Up to...
Lab observations — String normalisation + Date by category pivot: String normalisation + Date by category pivot for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 independent reports...
Curriculum mapping — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + Keyed dataset comparison for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 indepe...
Course completion — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using s...
Peer feedback — String normalisation + Numeric distribution: String normalisation + Numeric distribution for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using s...
Research samples — Record quality audit + Daily sum series: Record quality audit + Daily sum series for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports using shared...
Learning resource usage — Adjacent row changes + Base-100 series: Adjacent row changes + Base-100 series for supplied learning resource usage records (access_count, resource_minutes). Up to 200 rows; 2 independent report...
Lab observations — Numeric row ordering + Secondary-measure weighted mean: Numeric row ordering + Secondary-measure weighted mean for supplied lab observations records (measurement, replicate_count). Up to 200 rows; 2 in...
Rubric scoring — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + Secondary-measure weighted mean for supplied rubric scoring records (awarded_points, available_points). Up to 200 rows...
Course completion — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports...
Experiment run timing — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied experiment run timing records (run_seconds, samp...