{"uid":"cap_EKgNeNYooWx7MOO9ddK_M","slug":"job-listing-inventories-string-normalisation-grouped-numeric-summary-3b44c7d2","name":"Job Listing Inventories — String Normalisation + Grouped Numeric Summary","description":"Job listing inventories — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-13-023?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_RDUCDe6qhlcIoNrs8NC_W","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":"Normalises strings and produces a grouped numeric summary report for up to 200 job listing inventory rows, covering listing_count and duplicate_listings fields.","exampleAgentPrompt":"Can you run string normalisation and a grouped numeric summary on these job listing inventory records — I have 4 rows with company groups 'group-a' and 'group-b', dates from 2026-10-01 to 2026-10-04, listing_count values of 10, 20, 15, and 30, and duplicate_listings of 1, 2, 3, and 4 — analyse the listing_count field?","exampleUseCases":[{"title":"Recruitment agency monthly duplicate audit","prompt":"I have 80 rows of job listing inventory records from last month across 5 company groups, each with a listing_count and duplicate_listings value — can you normalise the strings and give me a grouped numeric summary so I can see which groups have the most duplicate listings?"},{"title":"Job board data quality review","prompt":"Run a string normalisation pass and a grouped numeric summary on my job board inventory data — I've got 150 rows with company_group, date, listing_count, and duplicate_listings, and I want to analyse the duplicate_listings field to spot which company groups are generating the most duplicates."},{"title":"Weekly listing inventory comparison across groups","prompt":"I want to compare listing counts across our company groups for this week — can you take these 50 job listing rows with dates from 2026-10-07 to 2026-10-13 and give me the string normalisation report plus a grouped numeric summary on listing_count?"}],"resultDescription":"Returns two analytical reports: (1) a string normalisation report cleaning and standardising string fields in the submitted rows, and (2) a grouped numeric summary aggregating the selected numeric field (listing_count or duplicate_listings) by company_group — covering up to 200 input rows with no external lookups or live data.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range — rejected","Invalid field enum value (not listing_count or duplicate_listings) — error","Empty rows array — rejected"],"whenToPreferThis":"Choose this endpoint when you have structured job listing inventory tabular data (up to 200 rows) and need both string normalisation and a grouped numeric summary in a single call without any external data lookups, live predictions, or professional assessments. Ideal for offline batch analytics on recruitment or job board datasets grouped by company.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:01.660Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-string-normalisation-grouped-numeric-summary-3b44c7d2"}