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.
Tutoring sessions — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied tutoring sessions records (session_minutes, session_count). Up to 200...
Lesson attendance — Numeric row ordering + Daily sum series: Numeric row ordering + Daily sum series for supplied lesson attendance records (attendees, registered_students). Up to 200 rows; 2 independent reports using sh...
Library circulation — Adjacent row changes + Equal-width histogram: Adjacent row changes + Equal-width histogram for supplied library circulation records (loan_count, available_copies). Up to 200 rows; 2 independent repo...
Training assessments — Exact row deduplication + Base-100 series: Exact row deduplication + Base-100 series for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent reports using s...
Survey participation — Base-100 series + Two-measure correlation: Base-100 series + Two-measure correlation for supplied survey participation records (respondents, invitations). Up to 200 rows; 2 independent reports usin...
Data collection completeness — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + Secondary-measure weighted mean for supplied data collection completeness records (observed_values, expe...
Assessment item observations — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum series for supplied assessment item observations records (corre...
Research samples — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied research samples records (sample_value, sampl...
Lesson attendance — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied lesson attendance records (attendees, registered_students). Up to 200...
Research grant spending — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied research grant spending records (budget_amount, spend_amount). Up to 200 rows; 2 independent...
Data collection completeness — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied data collection completeness records (observed_values, expected_values). Up to...
Question bank coverage — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indep...
Study recruitment — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied study recruitment records (eligible_candidates...
Question bank coverage — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter for supplied question bank coverage records (item_count, objective_count). Up to 200 rows; 2 indepen...
Assessment item observations — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied assessment item observations records (correct_responses, attempts). Up to 200 rows; 2 i...
Reading activity — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies for supplied reading activity records (pages_read, reading_minutes). Up to 200 rows; 2 independent reports using...
Course completion — Duplicate key report + Keyed dataset comparison: Duplicate key report + Keyed dataset comparison for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports...
Survey participation — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter for supplied survey participation records (respondents,...
Peer feedback — Grouped numeric summary + Daily sum series: Grouped numeric summary + Daily sum series for supplied peer feedback records (review_count, actioned_comments). Up to 200 rows; 2 independent reports using sha...
Question bank coverage — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied question bank coverage records (item_coun...
Research samples — Adjacent row changes + Equal-width histogram: Adjacent row changes + Equal-width histogram for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports usi...
Training assessments — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied training assessments records (pre_score, post_score). Up to 200 rows; 2 independent repor...
Research samples — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution for supplied research samples records (sample_value, sample_weight). Up to 200 rows; 2 independent reports using...
Curriculum mapping — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags for supplied curriculum mapping records (mapped_outcomes, required_outcomes). Up to 200 rows; 2 independent reports...