{"uid":"cap_0XdcNf7nD3mzT1JgOfk8v","slug":"vendor-evaluation-exact-row-deduplication-explicit-missing-value-fill-bc1adc54","name":"Vendor Evaluation — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Vendor evaluation — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied vendor evaluation records (supplied_score, maximum_score). 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-company-10-054?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","supplied_score","maximum_score"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"maximum_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"supplied_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","maximum_score":1,"supplied_score":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","maximum_score":2,"supplied_score":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","maximum_score":3,"supplied_score":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","maximum_score":4,"supplied_score":30}],"maxItems":200,"minItems":1},"field":{"enum":["supplied_score","maximum_score"],"type":"string","default":"supplied_score"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_G_HKuNVU6Ffm7lRiUFUnS","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":"Deduplicates exact duplicate rows and fills missing values in vendor evaluation records containing supplied_score and maximum_score fields, producing two analytical reports.","exampleAgentPrompt":"I have a list of vendor evaluation rows with supplied_score and maximum_score — can you deduplicate exact duplicate rows and fill any missing supplied_score values using the median, for up to 200 rows?","exampleUseCases":[{"title":"Clean procurement scoring dataset","prompt":"I have vendor evaluation records with row_id, company_group, date, supplied_score, and maximum_score — some rows are duplicated and some supplied_score values are null. Can you remove exact duplicates and fill missing supplied_score values using the median?"},{"title":"Zero-fill missing maximum scores","prompt":"My vendor benchmark dataset has some maximum_score fields that are blank. Please deduplicate any exact duplicate rows and fill those missing maximum_score values with zero."},{"title":"Pre-reporting vendor data cleanup","prompt":"Before I run my quarterly vendor report, I need to clean up this dataset of up to 150 vendor evaluation entries — strip out exact duplicate rows and use mean imputation to fill any missing supplied_score values."}],"resultDescription":"Returns two analytical reports: one covering exact row deduplication results (identifying and removing fully duplicate rows) and one covering explicit missing-value fill results (replacing null supplied_score or maximum_score values using the chosen method: zero, mean, or median). Both reports are generated from the supplied data using local analytical engines with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, supplied_score, maximum_score) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Score values outside allowed numeric range — rejection","Invalid fill method or field enum value — schema error"],"whenToPreferThis":"Choose this endpoint when you have vendor evaluation data with supplied_score and maximum_score fields and need both deduplication and missing-value imputation in a single call. It is purpose-built for vendor scoring datasets (up to 200 rows) and returns two distinct reports at a low flat cost. Prefer this over generic data cleaning tools when your data matches the vendor evaluation schema and you want deterministic, local processing with no external data dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T12:46:12.248Z","isFirstParty":false,"canonicalSlug":"vendor-evaluation-exact-row-deduplication-explicit-missing-value-fill-bc1adc54"}