{"uid":"cap_PkANbW5HCn8sw47pIzS5t","slug":"job-listing-inventories-record-quality-audit-string-normalisation-b775f620","name":"Job Listing Inventories — Record Quality Audit + String Normalisation + Grouped Numeric Summary","description":"Job listing inventories — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + Grouped numeric summary for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-13-194?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"}}},"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_lf1ql1bPLO2OFwmwDxoMZ","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":"Runs three local analytical reports on job listing inventory data: a record quality audit, string normalisation, and a grouped numeric summary for listing_count and duplicate_listings fields.","exampleAgentPrompt":"Can you run a full data quality audit, string normalisation, and grouped numeric summary on this job listing inventory dataset — it has columns for company_group, date, listing_count, and duplicate_listings, up to 150 rows — and report on listing_count?","exampleUseCases":[{"title":"Job board data quality check","prompt":"I have a CSV of job listing inventory records with company groups, dates, listing counts, and duplicate listing counts — can you run a record quality audit on all 80 rows and tell me what data quality issues exist, using listing_count as the focus field?"},{"title":"Normalising company names before reporting","prompt":"Some of the company_group strings in my job listing data look inconsistent — can you run a string normalisation pass over these 60 rows so I can trust the groupings before I build my report?"},{"title":"Grouped summary of duplicate listings by company","prompt":"Can you give me a grouped numeric summary of duplicate_listings broken down by company_group for this dataset of 120 job listing inventory rows? I want to see which groups have the most duplicates."}],"resultDescription":"Three structured analytical reports covering: (1) a record quality audit flagging missing values, type errors, and anomalies; (2) normalised string representations of text fields like company_group; and (3) a grouped numeric summary aggregating listing_count or duplicate_listings by company_group — all computed locally without any external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, company_group) causes row rejection","Invalid date format (not YYYY-MM-DD) triggers a pattern validation failure","Null numeric values for both listing_count and duplicate_listings may reduce summary accuracy","Selecting an invalid field enum value returns a schema error"],"whenToPreferThis":"Use this endpoint when you need all three analytical operations (quality audit, string normalisation, grouped numeric summary) bundled into a single cost-effective call for job listing inventory data up to 200 rows. It is ideal when working offline or without access to live data sources, and when the analysis is purely on supplied data without needing predictions or external enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:41:37.443Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-b775f620"}