{"uid":"cap_jX6VSNfOH5FSscS0mRIa2","slug":"job-listing-inventories-record-quality-audit-string-normalisation-be21a9f1","name":"Job Listing Inventories — Record Quality Audit + String Normalisation + Adjacent Row Changes","description":"Job listing inventories — Record quality audit + String normalisation + Adjacent row changes: Record quality audit + String normalisation + Adjacent row changes 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-13-200?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_I4aeBA_VF_y7L2VPH_742","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 (record quality audit, string normalisation, and adjacent row changes) on up to 200 rows of job listing inventory data containing listing_count and duplicate_listings fields.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and adjacent row changes analysis on my job listing inventory data? I have rows for company groups 'group-a' and 'group-b' with listing_count and duplicate_listings values across dates in October 2026 — use listing_count as the primary field.","exampleUseCases":[{"title":"Weekly job board data quality check","prompt":"I've got a batch of job listing inventory rows for our recruitment platform — can you audit the record quality, normalise the company group strings, and flag any adjacent row changes in listing_count across up to 150 rows of data?"},{"title":"Duplicate listing anomaly detection","prompt":"Run the three-report analysis on my job listing inventory records — I want to see the quality audit, string normalisation, and row-over-row changes specifically for the duplicate_listings field across these 80 rows."},{"title":"Multi-company listing inventory audit","prompt":"I need to audit job listing inventory data for several company groups — can you do the record quality check, string normalisation, and adjacent row change detection on these 200 rows, looking at listing_count as the main field?"}],"resultDescription":"Three independent analytical reports generated from the supplied rows: (1) a record quality audit flagging missing, null, or malformed values; (2) a string normalisation report standardising text fields like company_group; and (3) an adjacent row changes report showing value differences between consecutive rows for the selected numeric field (listing_count or duplicate_listings). No external data is fetched; all analysis is local.","failureModes":["Exceeding 200 rows returns an error or truncated response","Rows missing required fields (row_id, date, company_group) cause validation failure","Invalid date format (not YYYY-MM-DD) may cause parsing errors","Supplying an invalid field enum value (not listing_count or duplicate_listings) causes rejection","Empty rows array returns an error (minItems: 1)","Numeric values outside allowed range may be rejected"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of job listing inventory data and need three simultaneous local analytical reports — record quality audit, string normalisation, and adjacent row changes — in a single low-cost call ($0.01 USDC). Prefer it over general-purpose data tools when the input schema matches exactly (listing_count and duplicate_listings fields with date and company_group grouping) and no live data lookup or external enrichment is required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:42:51.237Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-be21a9f1"}