{"uid":"cap_PPDS7Pb_wkWLDZvZm78JZ","slug":"schema-conformity-analytics-record-quality-audit-deduplication-equal-740ae003","name":"Schema Conformity Analytics: Record Quality Audit + Deduplication + Equal-Width Histogram","description":"Schema conformity — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied schema conformity records (valid_records, checked_records). 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-02-219?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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"}}},"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_hqPHhKhN46zRZchgFsHcL","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 schema conformity data — a record quality audit, exact row deduplication, and equal-width histogram — for up to 200 rows of valid_records/checked_records data.","exampleAgentPrompt":"Run a record quality audit, exact row deduplication check, and equal-width histogram with 10 bins on the valid_records field for my schema conformity dataset — here are 5 rows: row-1, group-a, 2024-01-01, valid=980, checked=1000; row-2, group-b, 2024-01-02, valid=850, checked=1000; row-3, group-a, 2024-01-03, valid=920, checked=1000; row-4, group-b, 2024-01-01, valid=850, checked=1000; row-5, group-c, 2024-01-04, valid=760, checked=900.","exampleUseCases":[{"title":"Daily conformity pipeline quality gate","prompt":"I have 50 rows of daily schema conformity data across dataset groups A and B — can you audit the record quality, deduplicate any exact duplicate rows, and show me a histogram of valid_records with 8 bins so I can spot outlier days?"},{"title":"Comparing valid vs checked record distributions","prompt":"Run the three analytics reports on my 120 conformity rows but this time target the checked_records field for the histogram with 15 bins — I want to see how the checked volume distributes across my groups."},{"title":"Deduplication check before reporting","prompt":"Before I finalize my monthly schema conformity report, can you run an exact row deduplication check plus a quality audit on these 30 records to make sure there are no duplicate entries skewing my numbers? Use 5 histogram bins on valid_records."}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit summarizing completeness and validity of the supplied rows, (2) an exact row deduplication report identifying and flagging duplicate rows, and (3) an equal-width histogram of either the valid_records or checked_records field across the specified number of bins — all computed locally against the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, date, valid_records, checked_records) — validation error returned","Invalid date format (must be YYYY-MM-DD) — schema validation failure","bins value outside 1–30 range — rejected by schema","All null values in the target histogram field — histogram cannot be computed","field enum value not 'valid_records' or 'checked_records' — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need three complementary data quality reports (audit, dedup, histogram) in a single low-cost call against locally supplied schema conformity data (valid_records, checked_records). It is ideal for pipelines that periodically validate conformity metrics before reporting, where no external data enrichment or live lookup is needed and cost-efficiency matters (all three reports for $0.01 USDC). Prefer alternatives if you need fuzzy deduplication, statistical inference, or analysis of fields beyond valid_records and checked_records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:36:45.349Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-record-quality-audit-deduplication-equal-740ae003"}