{"uid":"cap_uVjiTSH8t9-wdNxDAxyik","slug":"job-listing-inventories-numeric-distribution-keyed-dataset-comparison-d838db18","name":"Job Listing Inventories — Numeric Distribution + Keyed Dataset Comparison","description":"Job listing inventories — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison 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-13-084?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"listing_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_listings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listing_count":10,"duplicate_listings":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listing_count":20,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":15,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":30,"duplicate_listings":4}],"maxItems":200,"minItems":1},"field":{"enum":["listing_count","duplicate_listings"],"type":"string","default":"listing_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listing_count","duplicate_listings"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":17,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":33,"duplicate_listings":4}],"maxItems":200,"minItems":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_iJShDGC7Mse0yYrXjbnsK","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":"Analyzes job listing inventory records (listing_count, duplicate_listings) by computing numeric distribution stats and performing a keyed comparison between two supplied datasets, returning two independent analytical reports.","exampleAgentPrompt":"Can you run a numeric distribution report and a keyed comparison for my job listing inventory data? I have two datasets of up to 50 rows each with company_group, date, listing_count, and duplicate_listings — analyze the listing_count field and compare the primary dataset against the reference dataset.","exampleUseCases":[{"title":"Distribution of duplicate listings by group","prompt":"I have two months of job listing inventory data across group-a and group-b, each snapshot with up to 100 rows. Can you compute the numeric distribution of duplicate_listings and also compare the two monthly datasets row-by-row to see what changed?"},{"title":"Benchmarking listing counts across company groups","prompt":"I want to understand how listing_count is distributed across my company groups and compare this week's inventory snapshot against last week's. Here are both datasets with row_id, company_group, date, listing_count, and duplicate_listings — please run the distribution and keyed comparison reports on listing_count."},{"title":"Auditing duplicate listings before job board submission","prompt":"Before we submit to the job board, can you analyze our listing inventory records — up to 80 rows — and give me a numeric distribution of duplicate_listings plus a side-by-side comparison of our cleaned dataset versus the original to verify what changed?"}],"resultDescription":"Returns two independent analytical reports: (1) a numeric distribution report for the selected field (listing_count or duplicate_listings) across the supplied rows, including statistical metrics such as min, max, mean, median, and percentiles; and (2) a keyed dataset comparison report that aligns rows from the primary and secondary datasets by row_id and highlights field-level differences. Both reports are computed locally with no external lookups.","failureModes":["Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) cause validation errors","Submitting more than 200 rows returns an error or truncated results","Invalid date format (not YYYY-MM-DD) triggers a schema validation failure","Null values in listing_count or duplicate_listings may affect distribution calculations","Mismatched row_ids between primary and comparison datasets reduce keyed comparison coverage","Payment not included or insufficient USDC amount results in rejected request"],"whenToPreferThis":"Choose this endpoint when you have structured job listing inventory data (with listing_count and duplicate_listings fields) and need both a numeric distribution summary and a row-keyed comparison between two dataset snapshots — all at low cost ($0.01 USDC for both reports). Prefer this over generic analytics tools when your data is already formatted with row_id, company_group, and date keys and you need fast, local, no-external-lookup analysis on up to 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:22.468Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-numeric-distribution-keyed-dataset-comparison-d838db18"}