{"uid":"cap_JFCFkePAPmB7qj4FH4s30","slug":"job-listing-inventories-exact-row-deduplication-base-100-series-be34ed99","name":"Job Listing Inventories — Exact Row Deduplication + Base-100 Series","description":"Job listing inventories — Exact row deduplication + Base-100 series: Exact row deduplication + Base-100 series 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-13-047?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_esVhKzfWVh5jz1KOdCJr3","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":"Deduplicates job listing inventory rows and generates a Base-100 index series for listing_count or duplicate_listings metrics across up to 200 supplied rows.","exampleAgentPrompt":"I have job listing inventory records for two company groups over four dates — can you deduplicate the rows exactly and also build a Base-100 index series for listing_count starting from row index 0? Here are the rows: row-1, 2026-10-01, group-a, listing_count=10, duplicate_listings=1; row-2, 2026-10-02, group-b, listing_count=20, duplicate_listings=2; row-3, 2026-10-03, group-a, listing_count=15, duplicate_listings=3; row-4, 2026-10-04, group-b, listing_count=30, duplicate_listings=4.","exampleUseCases":[{"title":"Weekly job board deduplication audit","prompt":"I've got 150 rows of job listing inventory data across several company groups — can you find and remove all exact duplicate rows, and also give me a Base-100 index for listing_count anchored to the very first row?"},{"title":"Tracking duplicate listings trend by group","prompt":"Run a Base-100 series on the duplicate_listings field for my job listing inventory records so I can see how duplicates have grown relative to the baseline — I have about 80 rows spanning October through December, starting the index at row 0."},{"title":"Pre-pipeline data quality check for listings","prompt":"Before I load this job listing inventory dataset into our pipeline, can you do an exact row deduplication pass and index the listing_count column to base 100 from the start? I have 60 rows with row_id, company_group, date, listing_count, and duplicate_listings fields."}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication report identifying and removing fully identical rows from the supplied job listing inventory data, and (2) a Base-100 index series for the chosen field (listing_count or duplicate_listings), normalizing values relative to the chosen base row index. Both reports operate entirely on the supplied data with no external lookups.","failureModes":["Exceeding 200 rows causes rejection — input must be trimmed to maxItems: 200","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) on any row causes validation failure","Invalid date format (not YYYY-MM-DD) triggers schema validation error","base_index out of range (0–199) or exceeding the number of supplied rows causes an error","Null values in the target field may affect Base-100 index calculation","Payment failure or insufficient USDC balance prevents processing"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and a Base-100 normalization index for job listing inventory data in a single low-cost call ($0.01 USDC). It is ideal for data quality checks before pipeline ingestion, trend analysis relative to a baseline period, or quick audits of listing count datasets up to 200 rows. Prefer it over general-purpose deduplication tools when your data specifically contains listing_count and duplicate_listings fields and you want both reports simultaneously without any external data lookups or live predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:00.294Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-base-100-series-be34ed99"}