{"uid":"cap_mA_B9f0kdL0_h68ArNiUe","slug":"time-series-completeness-record-quality-audit-exact-row-deduplication-8beeca42","name":"Time Series Completeness — Record Quality Audit + Exact Row Deduplication + Trailing Mean Series","description":"Time series completeness — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied time series completeness records (observed_points, expected_points). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-16-216?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","observed_points","expected_points"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"expected_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"observed_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","expected_points":1,"observed_points":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","expected_points":2,"observed_points":20},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","expected_points":3,"observed_points":15},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","expected_points":4,"observed_points":30}],"maxItems":200,"minItems":1},"field":{"enum":["observed_points","expected_points"],"type":"string","default":"observed_points"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_fOzNld9O1AytjO6uTzO4-","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs three local analytical reports on time series completeness data: a record quality audit, exact row deduplication, and a trailing mean series calculation.","exampleAgentPrompt":"Can you run the three-report completeness analysis on these rows — quality audit, exact deduplication, and a trailing mean over observed_points with a window of 3 — for my dataset with dates 2026-10-01 through 2026-10-04 across group-a and group-b?","exampleUseCases":[{"title":"Daily completeness audit for ingestion pipeline","prompt":"I have up to 50 rows of daily completeness records for my data ingestion pipeline — each row has a date, group, and observed vs expected point counts. Can you run the record quality audit, deduplicate any exact duplicates, and give me a trailing mean over expected_points with a window of 5?"},{"title":"Detecting duplicate records in multi-group series","prompt":"We suspect our completeness tracking system is producing duplicate entries across dataset groups. Can you run the exact row deduplication report along with a quality audit on these 80 rows of observed and expected point data?"},{"title":"Rolling average analysis for completeness monitoring","prompt":"For my time series completeness data covering the last month across two dataset groups, can you compute a trailing mean series on the observed_points field using a window of 7, plus run the quality audit and deduplication checks?"}],"resultDescription":"Returns three independent reports for the submitted rows (up to 200): (1) a record quality audit flagging anomalies or issues in the input records, (2) an exact row deduplication report identifying identical records, and (3) a trailing mean series computed over the chosen field (observed_points or expected_points) with the specified window size. All processing is done locally with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — validation error","Missing required fields (row_id, date, observed_points, expected_points) — schema validation failure","Invalid date format (must match YYYY-MM-DD) — pattern validation error","Window size outside 2–200 range — validation error","null values in numeric fields may affect trailing mean computation"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports (quality audit, deduplication, trailing mean) on time series completeness records in a single $0.01 call, especially when working with datasets up to 200 rows and wanting observed_points vs expected_points analysis without any external data lookup or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:54.461Z","isFirstParty":false,"canonicalSlug":"time-series-completeness-record-quality-audit-exact-row-deduplication-8beeca42"}