{"uid":"cap_NIFG_5FkimesXOwxb9gPa","slug":"job-listing-inventories-record-quality-audit-string-normalisation-d4cdc221","name":"Job Listing Inventories — Record Quality Audit + String Normalisation + Duplicate Key Report","description":"Job listing inventories — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + Duplicate key report 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-13-192?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}}},"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_DEchx1mZ4KT8X0q14nL7j","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 duplicate key detection — for up to 200 rows.","exampleAgentPrompt":"Can you run a full data quality audit, string normalisation, and duplicate key report on my job listing inventory records? I have up to 50 rows with fields like row_id, company_group, date, listing_count, and duplicate_listings — here's the data.","exampleUseCases":[{"title":"Recruitment data pipeline quality check","prompt":"I've got a batch of job listing inventory records from our ATS export — can you audit them for record quality issues, normalise any inconsistent strings in the company_group field, and flag any duplicate keys across all rows?"},{"title":"HR analytics data validation","prompt":"Before we load these job listing counts into our dashboard, can you run a quality audit and duplicate key report on this dataset of 120 rows covering multiple company groups and dates?"},{"title":"Job board deduplication audit","prompt":"We're seeing weird numbers in our listing_count metrics — can you check this job listing inventory data for duplicated row IDs and also do a string normalisation pass on the company_group names so we can trust the groupings?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying missing, malformed, or out-of-range values; (2) a string normalisation report showing cleaned/standardised text fields; and (3) a duplicate key report identifying rows with repeated keys across the supplied dataset. All computed locally with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause row-level errors","Invalid date format (not YYYY-MM-DD) triggers validation failure","Empty rows array returns an error","Numeric values outside ±1,000,000,000,000 range rejected by schema"],"whenToPreferThis":"Choose this endpoint when you need offline, deterministic data quality analysis on job listing inventory records without any live lookups or external data enrichment. It's ideal for pre-ingestion pipeline validation, ETL auditing, and quick data health checks on batches of up to 200 rows. Prefer it over general-purpose data tools when you specifically need all three reports (quality audit, string normalisation, duplicate keys) bundled at low cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:57.132Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-d4cdc221"}