{"uid":"cap_5vcljkMH22SLjkz36iQjJ","slug":"contact-record-quality-trailing-mean-series-adjacent-row-changes-3e80cb1c","name":"Contact Record Quality — Trailing Mean Series + Adjacent Row Changes","description":"Contact record quality — Trailing mean series + Adjacent row changes: Trailing mean series + Adjacent row changes for supplied contact record quality records (checked_records, duplicate_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-company-03-146?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","checked_records","duplicate_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","checked_records":10,"duplicate_records":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","checked_records":20,"duplicate_records":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","checked_records":15,"duplicate_records":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","checked_records":30,"duplicate_records":4}],"maxItems":200,"minItems":1},"field":{"enum":["checked_records","duplicate_records"],"type":"string","default":"checked_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_jqMeAOGvN1exHr-rJyWZp","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":"Computes trailing moving-average time series and adjacent-row change analysis for contact record quality metrics (checked_records, duplicate_records) across up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run a trailing mean series and adjacent row change analysis on our contact record quality data — here are 50 rows with row_id, company_group, date, checked_records, and duplicate_records — use a window size of 5 and analyze the checked_records field?","exampleUseCases":[{"title":"Weekly duplicate record trend audit","prompt":"I have 120 rows of contact record quality data by company group and date — can you compute the trailing mean series and adjacent row changes for duplicate_records using a window of 7, so I can see where duplicate rates are spiking week over week?"},{"title":"Checked records rolling average for CRM report","prompt":"Run a trailing mean analysis with a window of 10 on our checked_records figures across these 80 contact quality rows grouped by company, and also show me the adjacent row differences so I can spot any sudden jumps."},{"title":"Data quality baseline comparison across groups","prompt":"I need to compare how checked_records are trending across our two company groups over the last 200 rows — please generate the trailing mean series and row-to-row change report with a window of 4 so I can identify which group has more volatile data quality."}],"resultDescription":"Two independent analytical reports: (1) a trailing mean series showing rolling averages of the selected metric (checked_records or duplicate_records) over the specified window size per row, and (2) an adjacent row changes report showing the difference between consecutive rows for the same metric — both computed locally on the supplied data up to 200 rows.","failureModes":["Fewer than 1 or more than 200 rows supplied — rejected with validation error","Invalid date format (not YYYY-MM-DD) causes row rejection or error","Window size smaller than 2 or larger than number of rows produces limited or empty trailing mean output","Missing required fields (row_id, date, company_group, checked_records, duplicate_records) cause row-level errors","Null values in the selected metric field may result in gaps or NaN entries in the output series","Invalid field enum value (not checked_records or duplicate_records) returns validation error"],"whenToPreferThis":"Choose this endpoint when you have tabular contact record quality data (checked_records and duplicate_records) already in hand and need both a rolling/trailing mean time series and adjacent row delta analysis in a single call for up to 200 rows. It is ideal for offline or batch analytical workflows where no live data lookup, external enrichment, or prediction is needed — just local statistical computation on supplied rows. At $0.01 USDC for two reports covering up to 200 rows, it is cost-efficient for routine data quality auditing pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:19.563Z","isFirstParty":false,"canonicalSlug":"contact-record-quality-trailing-mean-series-adjacent-row-changes-3e80cb1c"}