{"uid":"cap_PUSmoh20yRt2FaG8XKdKl","slug":"job-listing-inventories-string-normalisation-category-frequencies-65a391a4","name":"Job Listing Inventories — String Normalisation + Category Frequencies","description":"Job listing inventories — String normalisation + Category frequencies: String normalisation + Category frequencies 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-13-024?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_Mu0lf1Q2vbw8Gsl1Q3qCf","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":"Analyses up to 200 job listing inventory rows, returning string-normalised fields and category frequency counts for listing_count and duplicate_listings across company groups.","exampleAgentPrompt":"I have a batch of job listing inventory records — can you normalise the strings and give me category frequency reports for listing_count and duplicate_listings across our company groups? I've got about 50 rows covering group-a and group-b from October 2026.","exampleUseCases":[{"title":"Duplicate listing audit by company","prompt":"We have 120 rows of job listing inventory data from our recruiting platform — can you normalise the company group names and tell me how frequently duplicates appear across group-a, group-b, and group-c so I can spot which groups have the worst duplication problems?"},{"title":"Weekly inventory category breakdown","prompt":"I want a frequency breakdown of listing counts and duplicate listings for our weekly job inventory snapshot — here are 80 rows covering the last week across three company groups, can you normalise the data and give me the category distributions?"},{"title":"Cleaning messy job listing exports","prompt":"Our job listing export has inconsistent company group labels and I need to know the frequency distribution of listing_count and duplicate_listings before I process it further — can you normalise the strings and run the category frequency reports on these 150 rows?"}],"resultDescription":"Two analytical reports: (1) string-normalised versions of input fields (company_group and date strings cleaned/standardised), and (2) category frequency tables showing how listing_count and duplicate_listings values distribute across the supplied rows and company groups. No external lookups or predictions — entirely local computation on the submitted data.","failureModes":["Exceeding 200-row limit returns a validation error","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) causes rejection","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","Numeric values outside the allowed range cause schema rejection","Empty rows array rejected due to minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of job listing inventory data and need both string normalisation and category frequency analysis in a single low-cost call ($0.01 USDC). Ideal for quick, offline analytical passes on recruiting or HR inventory snapshots without needing a live database or prediction service. Best when you need two complementary analytical views — normalised text and frequency distributions — on the same dataset simultaneously.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:05.711Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-string-normalisation-category-frequencies-65a391a4"}