{"uid":"cap_OHQdprhb-F2jrO0zWpO0m","slug":"csv-json-data-cleaner-normalize-deduplicate-validate-tabular-data-5c4b98ef","name":"CSV/JSON Data Cleaner – Normalize, Deduplicate & Validate Tabular Data","description":"Normalize, trim, validate, and deduplicate tabular CSV or JSON data for reliable agent workflows.","url":"https://i3p3mgbsn54dvlivnk6wbumal40eqtsn.lambda-url.us-east-1.on.aws/v1/data-cleaner?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":null,"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.08","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"registry","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":"$0.08/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.08","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.08","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_XTw2CMo_yaut3mp_Gj6-M","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.08","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Normalizes, trims, validates, and deduplicates tabular CSV or JSON data to produce clean, reliable datasets for agent workflows.","exampleAgentPrompt":"Can you clean this customer export CSV — normalize the text fields, trim extra whitespace, remove duplicate rows, and flag any records with missing required values so it's ready to load into the pipeline?","exampleUseCases":[{"title":"CRM export deduplication before sync","prompt":"I just exported 5,000 contacts from our CRM as a CSV and there are definitely duplicates and inconsistent formatting. Can you deduplicate the rows, normalize the name and email fields, and trim any stray whitespace so I can safely import it into HubSpot?"},{"title":"Agent workflow data quality gate","prompt":"Before my agent pipeline processes this JSON dataset of product records, can you validate all required fields are present, remove exact duplicate entries, and normalize the category and price columns so downstream steps don't fail?"},{"title":"Spreadsheet cleanup for analytics","prompt":"I have a messy CSV export from our order management system with inconsistent capitalization, trailing spaces in addresses, and some duplicate order IDs. Can you clean it up — normalize the fields, deduplicate by order ID, and tell me which rows had validation issues?"}],"resultDescription":"Returns a cleaned version of the input tabular data (CSV or JSON) with whitespace trimmed, fields normalized, duplicates removed, and a validation summary indicating which rows or fields had issues detected and corrected.","failureModes":["Malformed CSV or JSON that cannot be parsed returns a parse error","Extremely large datasets may exceed Lambda payload limits","Ambiguous deduplication keys may produce unexpected results if no key column is specified","Missing or inconsistent column headers may cause normalization to fail","Unsupported data formats beyond CSV and JSON will be rejected"],"whenToPreferThis":"Choose this endpoint when you need a fast, serverless data-cleaning step before ingesting tabular CSV or JSON into a database, pipeline, or agent workflow. It combines normalization, trimming, validation, and deduplication in a single call, making it ideal for ETL preprocessing or quality-gating agent data flows without standing up dedicated infrastructure.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T12:37:40.770Z","isFirstParty":false,"canonicalSlug":"csv-json-data-cleaner-normalize-deduplicate-validate-tabular-data-5c4b98ef"}