{"uid":"cap_EWFh6AOMwWWF0HkHYARyM","slug":"job-listing-inventories-record-quality-audit-string-normalisation-5ba2fe60","name":"Job Listing Inventories — Record Quality Audit + String Normalisation + Daily Sum Series","description":"Job listing inventories — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + Daily sum series 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-13-198?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_BTuiggBpmz8PB8OifhFEH","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 analytical reports on job listing inventory data: record quality audit, string normalisation, and daily sum series aggregation for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and daily sum series on my job listing inventory data — I've got rows with listing_count and duplicate_listings fields across a few company groups and dates, up to about 50 rows, and I want the analysis focused on listing_count?","exampleUseCases":[{"title":"Daily listing count trends by company","prompt":"I have job listing inventory records for two company groups over the past month — can you aggregate them into a daily sum series for listing_count and also run a quality audit and string normalisation on the data? Here are the rows with row_id, company_group, date, listing_count, and duplicate_listings."},{"title":"Data quality check before reporting","prompt":"Before I send this job listing dataset to my manager, can you audit the record quality and normalise the company_group strings? I have about 80 rows with listing_count and duplicate_listings and I need to make sure there are no formatting issues or data problems."},{"title":"Duplicate listing trend analysis","prompt":"Can you run all three reports — quality audit, string normalisation, and daily sum series — on my job listing inventory data, focusing on the duplicate_listings field? I have around 120 rows covering several company groups and want to see the daily totals for duplicates."}],"resultDescription":"Returns three independent analytical reports computed locally on the supplied data: (1) a record quality audit flagging issues such as nulls, out-of-range values, or malformed rows; (2) a string normalisation report cleaning and standardising text fields like company_group; and (3) a daily sum series aggregating the chosen numeric field (listing_count or duplicate_listings) by date. All reports cover up to 200 input rows.","failureModes":["More than 200 rows supplied — request rejected or truncated","Missing required row fields (row_id, date, company_group, listing_count, duplicate_listings) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Field selector not in allowed enum values — rejected","Empty rows array — error response","Numeric values outside allowed range — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — quality audit, string normalisation, and daily sum aggregation — on job listing inventory data in a single low-cost call. It is ideal for offline/batch data cleaning and summarisation pipelines where no live data lookup, prediction, or external action is needed, and where you want a cheap, deterministic computation on up to 200 rows of listing_count and duplicate_listings records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:32.681Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-5ba2fe60"}