{"uid":"cap_nZ4xT3ZttkwS1RqmDpLr1","slug":"schema-conformity-analytics-category-frequencies-trailing-mean-series-e0f0b93e","name":"Schema Conformity Analytics: Category Frequencies + Trailing Mean Series","description":"Schema conformity — Category frequencies + Trailing mean series: Category frequencies + 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-02-103?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_9Bb_Pc4qmD9BYuOOOBAoc","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 category-frequency distribution and a trailing moving-average series for schema conformity records (valid_records, checked_records) supplied by the caller — up to 200 rows, two independent reports.","exampleAgentPrompt":"Analyze my schema conformity data — here are 50 rows each with a date, dataset_group, valid_records, and checked_records — and give me both a category frequency breakdown by group and a trailing mean series for valid_records using a window of 5.","exampleUseCases":[{"title":"Daily data quality trend report","prompt":"I have 120 rows of daily schema conformity logs with valid_records and checked_records per dataset group. Can you compute the trailing mean series for valid_records using a window of 7 days, and also show me the frequency breakdown by dataset group?"},{"title":"Comparing two field metrics across groups","prompt":"Here are 80 conformity records across three dataset groups. Run the category frequency report and trailing mean analysis on checked_records with a window of 3, so I can see which groups are checking the most records and how that trend looks over time."},{"title":"Weekly pipeline validation summary","prompt":"My data pipeline produces schema validation results each day — I have 30 rows for this week. Give me the group-level category frequencies and a trailing mean for valid_records with window 2 so I can spot any dips in conformity."}],"resultDescription":"Returns two independent analytical reports: (1) a category frequency table showing counts grouped by dataset_group, and (2) a trailing moving-average series for the chosen field (valid_records or checked_records) computed over the specified window size. Based on up to 200 supplied rows; no external data is fetched.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — rejected, maxItems constraint","Invalid date format (not YYYY-MM-DD) — validation error","Window size outside 2–200 range — validation error","Field value not in enum ['valid_records','checked_records'] — validation error","Null numeric values in all rows for selected field — may produce empty or degenerate series","Missing required row fields (row_id, dataset_group, date) — validation error"],"whenToPreferThis":"Choose this endpoint when you already have schema conformity records in hand (valid_records, checked_records) and need two quick analytical outputs — a category frequency breakdown and a trailing mean time series — without any external lookups or predictions. It is ideal for lightweight, low-cost ($0.01 USDC for both reports) batch summarization of up to 200 rows of data-quality logs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:47:00.792Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-category-frequencies-trailing-mean-series-e0f0b93e"}