{"uid":"cap_FyTu_5ib3dVyqI-tkTxWQ","slug":"job-listing-inventories-record-quality-audit-explicit-missing-value-926dd374","name":"Job Listing Inventories — Record Quality Audit + Explicit Missing-Value Fill","description":"Job listing inventories — Record quality audit + Explicit missing-value fill: Record quality audit + Explicit missing-value fill for supplied job listing inventories records (listing_count, duplicate_listings). 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-13-019?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listing_count","duplicate_listings"],"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},"listing_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_listings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listing_count":10,"duplicate_listings":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listing_count":20,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":15,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":30,"duplicate_listings":4}],"maxItems":200,"minItems":1},"field":{"enum":["listing_count","duplicate_listings"],"type":"string","default":"listing_count"},"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_oXEEuh9SfxMQjTCdon3eY","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":"Audits record quality and fills missing values in job listing inventory data (listing_count, duplicate_listings) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you audit the quality of my job listing inventory records and fill any missing listing_count values using median imputation? I have about 50 rows with company_group, date, listing_count, and duplicate_listings fields — give me both a quality audit and the filled-in data.","exampleUseCases":[{"title":"HR data pipeline quality check","prompt":"I need to validate my job listing inventory data before loading it into the dashboard — can you run a record quality audit on these 80 rows and flag any issues with listing_count or duplicate_listings?"},{"title":"Missing listing count imputation","prompt":"Some of my job listing records have null listing_count values. Can you fill them in using median imputation across all rows and give me back the completed dataset?"},{"title":"Duplicate listings data cleanup","prompt":"I have 150 rows of company job posting data and the duplicate_listings field has several missing entries — can you audit the data quality and impute the missing duplicate_listings values using the mean?"}],"resultDescription":"Two independent reports: (1) a record quality audit identifying data completeness issues, invalid values, or anomalies across the supplied rows; (2) an explicit missing-value fill report where nulls in the specified field (listing_count or duplicate_listings) are replaced using the chosen method (zero, mean, or median). No external data is fetched; all analysis uses local analytical engines on the supplied rows only.","failureModes":["Input array exceeds 200 rows — request rejected","row_id missing or empty — validation error","date field does not match YYYY-MM-DD pattern — schema error","Unsupported imputation method enum value — schema rejection","All rows have null values for target field — mean/median cannot be computed","Fewer than 1 row provided — minItems violation"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of job listing inventory data (with listing_count and duplicate_listings fields) and need both a data quality audit and explicit null imputation in a single call. It is ideal for preprocessing pipelines where no live data lookup or external enrichment is needed — purely local, deterministic analysis on supplied data. Prefer alternatives if you need more than 200 rows, live job market data, predictive analytics, or enrichment from external sources.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T18:53:18.881Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-explicit-missing-value-926dd374"}