{"uid":"cap_y5IeIIHNJupAd9qIZ_mTp","slug":"schema-conformity-analytics-string-normalisation-trailing-mean-series-d206b4e5","name":"Schema Conformity Analytics — String Normalisation & Trailing Mean Series","description":"Schema conformity — String normalisation + Trailing mean series: String normalisation + Trailing mean series for supplied schema conformity records (valid_records, checked_records). 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-02-028?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_records","checked_records"],"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},"valid_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","valid_records":10,"checked_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","valid_records":20,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":15,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":30,"checked_records":4}],"maxItems":200,"minItems":1},"field":{"enum":["valid_records","checked_records"],"type":"string","default":"valid_records"},"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_oyi35MKbFDqn0XiTn7ypF","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 two local analytical reports (string normalisation and trailing mean series) on schema conformity data (valid_records, checked_records) for up to 200 rows.","exampleAgentPrompt":"Can you run the string normalisation and trailing mean series reports on my schema conformity data? I have 4 rows — row-1 through row-4 for group-a and group-b from 2026-10-01 to 2026-10-04 with valid_records of 10, 20, 15, 30 and checked_records of 1, 2, 3, 4 — use valid_records as the field and a window of 2.","exampleUseCases":[{"title":"Daily data quality trend monitoring","prompt":"Run the trailing mean series on my schema conformity records for the past week — I've got 7 rows for group-alpha with valid_records ranging from 80 to 150 and checked_records around 200 each day, using a window of 3 and tracking valid_records."},{"title":"Multi-group conformity normalisation audit","prompt":"I need the string normalisation report on my schema conformity data — I have 10 rows across dataset groups 'prod', 'staging', and 'dev' from 2025-01-01 to 2025-01-10, with valid_records and checked_records filled in, field set to checked_records and window of 2."},{"title":"Batch QA pipeline conformity analysis","prompt":"Analyze these 50 schema conformity records from our QA pipeline — groups are 'ingest' and 'transform', dates run from 2025-06-01 to 2025-07-20, valid_records and checked_records are both populated, please use valid_records as the field and window size 5 for the trailing mean."}],"resultDescription":"Returns two analytical reports: (1) a string-normalised view of the supplied schema conformity rows, and (2) a trailing mean series computed over the chosen field (valid_records or checked_records) with the specified window size, covering up to 200 rows across all submitted dataset groups and dates.","failureModes":["More than 200 rows submitted — request rejected or truncated","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, date, valid_records, checked_records) — schema rejection","Window size outside range 2–200 — validation error","All numeric values null — trailing mean series may be empty or undefined","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need two lightweight, local analytical passes — string normalisation and trailing mean series — on schema conformity data (valid/checked record counts) for up to 200 rows, without any live lookup or external data enrichment. Ideal for batch data quality pipelines, recurring conformity audits, and time-series trend detection on already-collected metrics at very low cost ($0.01 per call for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:37:27.774Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-string-normalisation-trailing-mean-series-d206b4e5"}