65,223 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.
Sentiment - Grouped dataset split: Grouped dataset split for Sentiment. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model train...
Firewall rule reviews — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied firewall rule reviews records (rules_reviewed, rules_removed). Up to 200 rows; 2...
Simulation caches — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied simulation caches records (cache_gb, simulation_seconds). Up to 200 rows; 2 independent repo...
Newsletter observations — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied newsletter observations records (delivered_m...
Continuous integration — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied continuous integration re...
Product category - Confidence calibration bins: Confidence calibration bins for Product category. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model...
Lighting setups — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series for supplied lighting setups records (light_count, render_seconds)....
Queue consumers — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison for supplied queue consumers records (queue_depth, processed_messages). Up to 200 rows; 2 independent r...
Aggregation checks — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied aggregation checks records (source_sum, aggregate_sum). Up to 200 rows; 2 independent repor...
Water service coverage — Record quality audit + String normalisation + IQR outlier flags: Record quality audit + String normalisation + IQR outlier flags for supplied water service coverage records (served_households, to...
Job listing inventories — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 2...
Registry snapshots — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied registry snapshots records (registered_...
Source attribution — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags for supplied source attribution records (cited_sources, verified_links). Up to 200 rows; 2 independent reports using...
Newsroom assignments — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied newsroom assignments records (assigned_items, completed_items). Up to 200 rows; 2 indepen...
Course completion — Daily sum series + Date by category pivot: Daily sum series + Date by category pivot for supplied course completion records (completions, enrolments). Up to 200 rows; 2 independent reports using share...
Network links — Grouped numeric summary + Base-100 series: Grouped numeric summary + Base-100 series for supplied network links records (transferred_mb, duration_seconds). Up to 200 rows; 2 independent reports using shar...
Elevation samples — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied elevation samples records (elevation_m, sample...
Publication proofing — Numeric row ordering + Adjacent row changes: Numeric row ordering + Adjacent row changes for supplied publication proofing records (checked_pages, flagged_pages). Up to 200 rows; 2 independent repo...
Creative review — Grouped numeric summary + Two-measure correlation: Grouped numeric summary + Two-measure correlation for supplied creative review records (feedback_count, approved_items). Up to 200 rows; 2 independent...
Expense claims — Numeric interval filter + Daily sum series: Numeric interval filter + Daily sum series for supplied expense claims records (claimed_amount, approved_amount). Up to 200 rows; 2 independent reports using s...
Price basket observations — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies for supplied price basket observations records (item_pric...
Public project delivery — Grouped numeric summary + Date by category pivot: Grouped numeric summary + Date by category pivot for supplied public project delivery records (planned_days, actual_days). Up to 200 rows; 2 ind...
Fact check workflow — Category frequencies + Date by category pivot: Category frequencies + Date by category pivot for supplied fact check workflow records (claims_reviewed, references_collected). Up to 200 rows; 2 indep...
Vulnerability queues — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied vulnerability queues record...