{"uid":"cap_CUykU96_aJUDE-mtT-vFy","slug":"export-validation-exact-row-deduplication-equal-width-histogram-0295647c","name":"Export Validation — Exact Row Deduplication + Equal-Width Histogram","description":"Export validation — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied export validation records (valid_rows, exported_rows). 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-14-048?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_rows","exported_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"valid_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"exported_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","valid_rows":10,"dataset_group":"group-a","exported_rows":1},{"date":"2026-10-02","row_id":"row-2","valid_rows":20,"dataset_group":"group-b","exported_rows":2},{"date":"2026-10-03","row_id":"row-3","valid_rows":15,"dataset_group":"group-a","exported_rows":3},{"date":"2026-10-04","row_id":"row-4","valid_rows":30,"dataset_group":"group-b","exported_rows":4}],"maxItems":200,"minItems":1},"field":{"enum":["valid_rows","exported_rows"],"type":"string","default":"valid_rows"}}},"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_33WLPuNYK4BdjxTV47kH7","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 on export validation data: exact row deduplication and equal-width histogram distribution for valid_rows or exported_rows fields.","exampleAgentPrompt":"Can you run a deduplication check and a 5-bin equal-width histogram on my export validation data for the valid_rows field? I have records with row_id, dataset_group, date, valid_rows, and exported_rows for groups A and B across October 2026.","exampleUseCases":[{"title":"ETL export deduplication audit","prompt":"I've got up to 200 rows from my ETL export log with valid_rows and exported_rows counts per dataset group and date — can you check for exact duplicate rows and also show me a 10-bin histogram of the valid_rows field so I can spot any anomalies?"},{"title":"Data quality check on exported row counts","prompt":"Run a deduplication report and a 5-bin histogram on my export validation records for the exported_rows field — I want to see if any rows repeat exactly and how the export counts are distributed across groups."},{"title":"Daily pipeline export validation review","prompt":"I'm reviewing my daily pipeline exports for October 2026 — can you deduplicate my 150 export validation records and give me an equal-width histogram with 8 bins on the valid_rows field to see the spread?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying duplicate records in the supplied export validation rows, and (2) an equal-width histogram showing the frequency distribution of the selected field (valid_rows or exported_rows) across the specified number of bins (1–30, default 5). Both reports are computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems limit","Missing required fields (row_id, dataset_group, date, valid_rows, exported_rows) cause validation errors","Invalid date format (not YYYY-MM-DD) causes schema rejection","bins value outside 1–30 range causes validation error","Empty rows array (minItems: 1 not met) causes rejection","Non-numeric values in valid_rows or exported_rows where not null cause processing errors"],"whenToPreferThis":"Choose this endpoint when you need two simultaneous local analytical operations — exact row deduplication and equal-width histogram — on export validation data (valid_rows, exported_rows) without any external lookups or live data access, at very low cost ($0.01 USDC for both reports). Ideal for ETL pipeline validation, data quality audits, and export reconciliation tasks on datasets up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:28.087Z","isFirstParty":false,"canonicalSlug":"export-validation-exact-row-deduplication-equal-width-histogram-0295647c"}