{"uid":"cap_d7eh8j_8OLezvhGUpThmR","slug":"time-series-completeness-exact-row-deduplication-keyed-dataset-c28d2512","name":"Time Series Completeness — Exact Row Deduplication + Keyed Dataset Comparison","description":"Time series completeness — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + Keyed dataset comparison for supplied time series completeness records (observed_points, expected_points). Up to 200 rows; 2 independent reports using shared local analytical engines. 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Can you deduplicate each snapshot and show me which rows differ between them?"},{"title":"Sensor feed gap detection","prompt":"I'm monitoring two sensor feed datasets for missing data points. Each has up to 100 rows with a date, a sensor group name, observed readings, and expected readings. Can you run exact duplicate removal on both and then compare them row-by-row to highlight any keyed differences?"},{"title":"ETL job output validation","prompt":"We ran two ETL jobs and got two result sets of completeness records — around 80 rows each, with row IDs, dataset groups, dates, and observed vs expected counts. Please deduplicate both and give me a comparison report showing where the outputs diverge."}],"resultDescription":"Two independent analytical reports: (1) an exact row deduplication report identifying duplicate records within the supplied dataset(s), and (2) a keyed dataset comparison report highlighting rows that differ between the two supplied datasets based on observed_points and expected_points values — all computed locally without any external lookups or predictions.","failureModes":["Exceeding 200 rows per dataset triggers a validation error","Missing required fields (row_id, date, dataset_group, observed_points, expected_points) causes rejection","Invalid date format (non YYYY-MM-DD) fails schema validation","Empty rows array (minItems:1 not met) returns an error","Numeric values outside allowed range (-1e12 to 1e12) are rejected"],"whenToPreferThis":"Choose this endpoint when you need deterministic, purely local deduplication and cross-dataset comparison on time series completeness records (observed vs expected data points) with up to 200 rows, and you want two independent reports in a single $0.01 call — without requiring live data lookup, ML prediction, or external enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:49.104Z","isFirstParty":false,"canonicalSlug":"time-series-completeness-exact-row-deduplication-keyed-dataset-c28d2512"}