{"uid":"cap_dr_QtXcPPzZhgd-wpPjc1","slug":"time-series-completeness-duplicate-key-report-keyed-dataset-comparison-f50c73bb","name":"Time Series Completeness — Duplicate Key Report + Keyed Dataset Comparison","description":"Time series completeness — Duplicate key report + Keyed dataset comparison: Duplicate key report + 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. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-16-069?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"expected_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"observed_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","expected_points":1,"observed_points":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","expected_points":2,"observed_points":20},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","expected_points":3,"observed_points":15},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","expected_points":4,"observed_points":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","observed_points","expected_points"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","expected_points":3,"observed_points":17},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","expected_points":4,"observed_points":33}],"maxItems":200,"minItems":0}}},"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_EN4vBE3_Fe7FoADi2FwEE","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":"Generates two analytical reports on time series completeness records: a duplicate key report and a keyed dataset comparison, processing up to 200 rows locally with no external lookups.","exampleAgentPrompt":"Check my two batches of time series completeness records for duplicate keys and compare them side by side — here's the primary dataset with rows for group-a and group-b from 2026-10-01 to 2026-10-04 with their observed and expected points, and here's a second dataset with slightly different observed_points values for the same row IDs.","exampleUseCases":[{"title":"Data pipeline completeness audit","prompt":"I have daily completeness logs for two dataset groups — can you run a duplicate key check and a side-by-side comparison on these two batches? Primary batch has rows for group-a and group-b from 2024-01-01 to 2024-01-10 with observed and expected points, and the secondary batch is last week's version of the same rows with updated observed_points."},{"title":"Detecting duplicate dates in monitoring data","prompt":"My time series monitoring export might have duplicate date-group combinations — can you run a duplicate key report on these 150 rows of completeness records with row_id, dataset_group, date, observed_points, and expected_points fields?"},{"title":"Comparing two ETL completeness snapshots","prompt":"I ran two ETL jobs and got different completeness counts — can you compare the two result sets row by row using the row_id as the key? I want to see which rows have different observed_points or expected_points between the first run and the second run."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any row_id or date/group key collisions within the supplied dataset, and (2) a keyed dataset comparison showing differences between the primary (rows) and secondary (other) datasets matched by key fields. Both reports are computed locally on the supplied data with no external lookups.","failureModes":["Empty rows array — minItems:1 enforced, returns validation error","More than 200 rows submitted — maxItems:200 enforced, request rejected","Invalid date format not matching YYYY-MM-DD pattern — schema validation error","Missing required fields (row_id, dataset_group, date, observed_points, expected_points) — request rejected","row_id exceeding 80 characters — schema validation error","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — schema validation error"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key audit and a keyed dataset diff on time series completeness records (observed vs expected data points) in a single $0.01 call. It is purpose-built for up to 200 rows of date-keyed completeness data and runs entirely on local analytical engines — no external data access. Prefer this over general-purpose analytics tools when you specifically need the combination of duplicate detection and dataset comparison on completeness metrics structured around observed_points and expected_points fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:45:21.046Z","isFirstParty":false,"canonicalSlug":"time-series-completeness-duplicate-key-report-keyed-dataset-comparison-f50c73bb"}