{"uid":"cap_e78pGeYj-WVf07McI-Zoi","slug":"partnership-pipeline-duplicate-key-report-missing-value-fill-081d23e2","name":"Partnership Pipeline Duplicate Key Report & Missing Value Fill","description":"Partnership pipeline — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied partnership pipeline records (qualified_partners, active_partners). 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-09-070?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","qualified_partners","active_partners"],"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},"active_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"qualified_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","active_partners":1,"qualified_partners":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","active_partners":2,"qualified_partners":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","active_partners":3,"qualified_partners":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","active_partners":4,"qualified_partners":30}],"maxItems":200,"minItems":1},"field":{"enum":["qualified_partners","active_partners"],"type":"string","default":"qualified_partners"},"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_GYUBMV_6KvqNbzOdFUJ0y","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":"Analyzes up to 200 partnership pipeline records to produce a duplicate key report and fill missing values in qualified_partners or active_partners using zero, mean, or median imputation.","exampleAgentPrompt":"Can you run a duplicate key check and fill in any missing qualified_partners values using median imputation on my partnership pipeline data? I have rows with row_id, company_group, date, qualified_partners, and active_partners fields — up to 50 rows across two groups.","exampleUseCases":[{"title":"Clean partner pipeline before quarterly review","prompt":"I need to prep my partnership pipeline data for the quarterly review — can you check for any duplicate row IDs and fill in any null qualified_partners values using the median? Here are my 80 rows with row_id, company_group, date, qualified_partners, and active_partners."},{"title":"Impute missing active_partners with zero","prompt":"Some of my active_partners entries are missing in my partner records. Can you fill those nulls with zero and also flag any duplicate keys in the dataset? I have about 150 rows with row_id, company_group, and date."},{"title":"Data quality audit for onboarding pipeline","prompt":"Can you run a duplicate key report and use mean imputation to fill missing qualified_partners values across my partner onboarding pipeline? I've got 120 rows I want cleaned up before loading them into our CRM."}],"resultDescription":"Returns two independent reports: (1) a duplicate key report identifying rows with repeated key combinations, and (2) a missing-value fill report showing which rows had null values in the selected field (qualified_partners or active_partners) and what values were substituted using the chosen method (zero, mean, or median). No external data is fetched; all analysis is performed on the supplied rows.","failureModes":["Input array is empty or exceeds 200 rows — validation error returned","Required fields (row_id, company_group, date) missing from one or more rows — schema validation failure","Invalid date format not matching YYYY-MM-DD pattern — rejected row or error","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — schema rejection","Invalid method enum value (not zero/mean/median) — request rejected","Invalid field enum value (not qualified_partners/active_partners) — request rejected","Payment of 0.01 USDC not fulfilled — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local data-quality processing on partnership pipeline records specifically — detecting duplicate keys and imputing missing numeric values in a single paid call. It is ideal for pre-processing small-to-medium batches (up to 200 rows) before loading into downstream systems, with no need for external data lookups or predictions. Prefer this over general-purpose ETL tools when you want a simple, pay-per-use microservice scoped to qualified_partners and active_partners fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:11.675Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-duplicate-key-report-missing-value-fill-081d23e2"}