{"uid":"cap_CrH0FvBgNY5rcOh0RQ3yh","slug":"numeric-precision-comparisons-record-quality-audit-exact-row-a2731070","name":"Numeric Precision Comparisons — Record Quality Audit, Exact Row Deduplication & Base-100 Series","description":"Numeric precision comparisons — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied numeric precision comparisons records (source_value, transformed_value). 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-20-218?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_value","transformed_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"transformed_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_value":10,"dataset_group":"group-a","transformed_value":1},{"date":"2026-10-02","row_id":"row-2","source_value":20,"dataset_group":"group-b","transformed_value":2},{"date":"2026-10-03","row_id":"row-3","source_value":15,"dataset_group":"group-a","transformed_value":3},{"date":"2026-10-04","row_id":"row-4","source_value":30,"dataset_group":"group-b","transformed_value":4}],"maxItems":200,"minItems":1},"field":{"enum":["source_value","transformed_value"],"type":"string","default":"source_value"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":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_sHSFBk8N7tilyxH8wLOF9","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 numeric source/transformed value pairs: a record quality audit, exact row deduplication, and a base-100 index series — all computed offline with no external lookups.","exampleAgentPrompt":"Can you run the three-report analytics bundle on my numeric records — here are 10 rows with row_id, dataset_group, date, source_value, and transformed_value — I want the record quality audit, exact row deduplication, and a base-100 series rebased starting at index 0 on the source_value field.","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have 50 rows from our ETL run with source_value and transformed_value fields. Can you audit them for record quality issues, find any exact duplicate rows, and give me a base-100 series on source_value starting from index 0? Here are the rows with row_id, dataset_group, and date."},{"title":"Financial data rebase and deduplication","prompt":"We've got 120 rows of financial measurements across two dataset groups — can you deduplicate them exactly, run a quality audit, and produce a base-100 index series on transformed_value starting at position 0? I'll provide all the row details."},{"title":"Sensor reading comparison audit","prompt":"I need to check 80 sensor readings where source_value is the raw reading and transformed_value is the calibrated output. Please run the quality audit, flag any duplicate rows, and build a base-100 series on source_value from index 0 so I can spot drift."}],"resultDescription":"Returns three independent analytical reports computed locally: (1) a record quality audit flagging anomalies or issues in the source_value/transformed_value pairs, (2) an exact row deduplication report identifying identical rows, and (3) a base-100 index series for the selected field (source_value or transformed_value) rebased at the specified base_index row. No external data is fetched.","failureModes":["Rows array empty or missing — minimum 1 row required","More than 200 rows submitted — exceeds maxItems limit","row_id missing or blank — required field per row","date field does not match YYYY-MM-DD pattern — validation error","source_value or transformed_value outside ±1,000,000,000,000 — rejected","base_index out of range 0–199 or exceeds actual row count — error","Invalid field enum value (must be 'source_value' or 'transformed_value')"],"whenToPreferThis":"Choose this endpoint when you need all three offline analytics — quality audit, deduplication, and base-100 reindexing — applied to a batch of up to 200 numeric source/transformed value pairs in a single $0.01 call. Ideal when no live data lookup, external enrichment, or prediction is needed and you want purely local, deterministic computation on supplied rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:36.276Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-record-quality-audit-exact-row-a2731070"}