{"uid":"cap_C9aSi1Ccm9WkPdiVmIGsu","slug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-e93666ec","name":"Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Category Frequencies","description":"Job listing inventories — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies 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-13-212?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_Jqu7kGQJPngMuUPw5G9K8","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 supplied job listing inventory rows: record quality audit, exact row deduplication, and category frequency analysis — all offline, no external lookups.","exampleAgentPrompt":"Can you audit the quality, remove exact duplicate rows, and show me category frequencies for my job listing inventory data? I have rows with fields like row_id, company_group, date, listing_count, and duplicate_listings — up to 200 rows — and I want all three reports at once.","exampleUseCases":[{"title":"Pre-pipeline data quality check","prompt":"Before I load these job listing inventory records into our pipeline, can you run a quality audit and flag any bad rows? I have about 50 records with company_group, date, listing_count, and duplicate_listings fields and want to know what's clean and what isn't."},{"title":"Deduplicate recruitment inventory snapshot","prompt":"I pulled a snapshot of our job listing inventory for October 2026 and I think there are exact duplicate rows in it. Can you run exact row deduplication on these records and tell me which rows are duplicates?"},{"title":"Category frequency breakdown by company group","prompt":"Can you analyze my job listing data and tell me how frequently each company group appears across all the records? I want to see the category frequency distribution so I know which groups dominate our inventory."}],"resultDescription":"Returns three separate analytical reports for the supplied rows: (1) a record quality audit identifying missing, malformed, or out-of-range values; (2) an exact row deduplication report listing which rows are identical; and (3) a category frequency report showing how often each company_group (and other categorical values) appears across all supplied records. All processing is done locally with no external API calls.","failureModes":["More than 200 rows supplied — request will be rejected or truncated","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) in any row causes validation error","Malformed date strings not matching YYYY-MM-DD pattern rejected","Empty rows array returns an error","Numeric fields outside allowed range (-1e12 to 1e12) may cause validation failure"],"whenToPreferThis":"Choose this endpoint when you need to quickly audit the quality, deduplicate, and analyze category frequencies of a job listing inventory dataset of up to 200 rows in a single API call. It is ideal for offline/local analysis (no live lookups or external data enrichment) and offers all three reports bundled at a flat $0.01 USDC price. Prefer this over general-purpose analytics tools when your data specifically includes listing_count and duplicate_listings fields organized by company_group and date.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:15.367Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-e93666ec"}