{"uid":"cap__1wfjcxYSPadS7OlNETlP","slug":"payment-imports-csv-column-statistics-f82f754e","name":"Payment Imports CSV Column Statistics","description":"Payment imports — Column statistics: Column statistics for Payment imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one CSV column statistics report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-payments-column-stats?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"payment_id,paid_on,invoice_id,paid_amount,processing_fee\nrecord-a,2026-01-01,group-a,10,2\nrecord-b,2026-01-02,group-b,20,3","maxLength":100000,"minLength":1},"maximum":{"type":"number","default":1000000000000,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":-1000000000000,"maximum":1000000000000,"minimum":-1000000000000},"delimiter":{"enum":[",",";","\t"],"type":"string","default":","},"max_cell_length":{"type":"integer","default":1000,"maximum":5000,"minimum":1},"allowed_categories":{"type":"array","items":{"type":"string","default":"","maxLength":100,"minLength":1},"default":["group-a","group-b"],"maxItems":100,"minItems":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_wtmBJSH2mUR1f76iYwQJH","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":"Validates and computes column-level statistics for a payment imports CSV table (up to 1000 rows), reporting numeric ranges, category membership, and structural integrity.","exampleAgentPrompt":"Can you validate my payment imports CSV and give me column statistics — check that paid amounts are between 0 and 50000, that the invoice_id values are only 'group-a' or 'group-b', and use a comma delimiter? Here's the CSV: payment_id,paid_on,invoice_id,paid_amount,processing_fee\\nrecord-a,2026-01-01,group-a,10,2\\nrecord-b,2026-01-02,group-b,20,3","exampleUseCases":[{"title":"Pre-import payment data audit","prompt":"Before I load this month's payment records into our system, can you run column statistics on this CSV to make sure all paid_amount values are between 1 and 100000 and that every invoice_id is either 'group-a', 'group-b', or 'group-c'? Delimiter is a comma."},{"title":"Detecting out-of-range processing fees","prompt":"I have a payment imports CSV and I want to check that no processing_fee column values go below 0 or above 5000 — can you validate it and give me a column stats report? The file uses comma delimiters."},{"title":"Validating category columns before reconciliation","prompt":"Can you profile this payment CSV and tell me if the invoice_id column contains anything outside the allowed categories 'group-a' and 'group-b'? I want to catch any rogue values before we start the reconciliation run."}],"resultDescription":"Returns a per-column statistics report for the submitted payment CSV, including numeric min/max validation against declared bounds, category membership checks for string columns, structural integrity results, and a summary of any violations or anomalies found across up to 1000 rows.","failureModes":["CSV exceeds 1000 rows — only up to 1000 rows are processed","CSV string exceeds 100,000 character limit — returns an error","Invalid delimiter specified — must be comma, semicolon, or tab","Cell exceeds max_cell_length — flagged or rejected depending on configuration","Malformed CSV (unclosed quotes, inconsistent columns) — parsing error returned","allowed_categories list exceeds 100 entries — validation error","Numeric bounds reversed (minimum > maximum) — may produce unexpected results"],"whenToPreferThis":"Choose this endpoint when you need to validate and profile columns in a payment-specific CSV (with fields like payment_id, invoice_id, paid_amount, processing_fee) before importing or processing the data. It is purpose-built for payment import files with support for category allowlists and numeric range enforcement, making it more targeted than a generic CSV profiler. Best suited for pre-import data quality checks, compliance audits, and reconciliation preparation pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T00:52:46.434Z","isFirstParty":false,"canonicalSlug":"payment-imports-csv-column-statistics-f82f754e"}