{"uid":"cap_NQgZEYJDUW_XonxkrhUYI","slug":"job-listing-inventories-record-quality-audit-string-normalisation-f1af6ca0","name":"Job Listing Inventories — Record Quality Audit + String Normalisation + Date by Category Pivot","description":"Job listing inventories — Record quality audit + String normalisation + Date by category pivot: Record quality audit + String normalisation + Date by category pivot 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-13-206?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_RJmGRIN0DS5ZmLOv5jakm","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: record quality audit, string normalisation, and a date-by-category pivot, for up to 200 rows at $0.01 USDC.","exampleAgentPrompt":"Run a record quality audit, string normalisation, and date-by-category pivot on my job listing inventory data — here are up to 200 rows with fields row_id, company_group, date, listing_count, and duplicate_listings; use listing_count as the primary field.","exampleUseCases":[{"title":"Auditing recruitment data before reporting","prompt":"I have a CSV of job listing inventory records across two company groups over the past quarter — can you run a quality audit, normalise the company_group strings, and give me a date-by-category pivot for listing_count so I can spot any issues before I send the report?"},{"title":"Deduplication analysis for job board operator","prompt":"We suspect our job board has inconsistent company names and duplicate listings inflating our counts — run a record quality audit and string normalisation on these 150 rows of listing_count and duplicate_listings data, grouped by company_group and date."},{"title":"Category pivot for workforce analytics dashboard","prompt":"For our workforce analytics dashboard, take these job listing inventory records and produce a date-by-category pivot on duplicate_listings so we can see how duplicates trend across company groups over time."}],"resultDescription":"Returns three analytical reports derived from the supplied rows: (1) a record quality audit flagging issues such as missing values, out-of-range numbers, and malformed dates; (2) a string normalisation report standardising company_group and other string fields; and (3) a date-by-category pivot table summarising the chosen numeric field (listing_count or duplicate_listings) broken down by date and company_group. All processing is local with no external lookups.","failureModes":["Rows array empty or missing — validation error returned","More than 200 rows submitted — request rejected with maxItems error","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Numeric fields outside allowed range — schema validation error","Invalid field enum value (not listing_count or duplicate_listings) — rejected","Malformed JSON body — parse error"],"whenToPreferThis":"Choose this endpoint when you have structured job listing inventory data (up to 200 rows) and need three complementary analytical reports — quality audit, string normalisation, and date pivot — in a single low-cost call ($0.01 USDC). It is ideal when all processing should be local with no external API calls, predictions, or professional assessments, and when your data includes company_group, date, listing_count, and duplicate_listings fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T06:58:47.765Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-f1af6ca0"}