{"uid":"cap_SuDx6mEcSHSMJKmAnlmfJ","slug":"job-listing-inventories-keyed-dataset-comparison-missing-value-fill-6b6f9b4f","name":"Job Listing Inventories — Keyed Dataset Comparison & Missing-Value Fill","description":"Job listing inventories — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill 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-13-190?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},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_rajsuPI1x-WJwDGGRwM-R","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":"Compares two job listing inventory datasets by key, filling missing values explicitly, and returns 2 analytical reports covering listing_count and duplicate_listings fields for up to 200 rows.","exampleAgentPrompt":"Compare these two job listing inventory datasets by row_id — one from group-a and one from group-b across October 2026 — filling in any missing listing_count values, and give me 2 reports covering both listing_count and duplicate_listings fields across all 4 rows.","exampleUseCases":[{"title":"Reconciling job board snapshot discrepancies","prompt":"I have two weekly snapshots of job listing counts by company group from October 2026 — can you compare them row by row using row_id as the key, fill in any null listing_count values, and give me a report showing where the numbers differ?"},{"title":"Auditing duplicate listings across data sources","prompt":"Compare my two job listing inventory files and highlight any differences in duplicate_listings values by company group and date, filling gaps where one source has nulls, and return both the listing_count and duplicate_listings comparison reports."},{"title":"Data quality check for HR analytics pipeline","prompt":"Before I load these job listing records into my analytics pipeline, run a keyed comparison between my baseline and updated datasets — use row_id as the key, fill missing values explicitly, and flag any mismatches in listing_count and duplicate_listings across all rows."}],"resultDescription":"Returns 2 analytical reports: one keyed dataset comparison showing row-by-row differences between the two supplied datasets (matched on row_id), and one explicit missing-value fill report — both covering the selected field (listing_count or duplicate_listings) across up to 200 rows per dataset, computed locally with no external lookups.","failureModes":["Exceeding 200 rows per dataset returns a validation error","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) causes schema rejection","Malformed date strings not matching YYYY-MM-DD pattern fail validation","Numeric values outside the allowed range cause rejection","Empty rows array (minItems: 1 not met) returns an error","Mismatched row_id keys between primary and secondary datasets may result in unmatched rows in the comparison report"],"whenToPreferThis":"Choose this endpoint when you have two structured job listing inventory datasets you want to compare key-by-key (by row_id) and need explicit missing-value filling for listing_count or duplicate_listings fields — all offline, with no live data lookups. Ideal for data quality audits, reconciliation of two snapshots, or pre-pipeline validation of HR/job board inventory data at low cost ($0.01 for 2 reports on up to 200 rows).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:37.139Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-keyed-dataset-comparison-missing-value-fill-6b6f9b4f"}