{"uid":"cap_wIrZVVL0rbxATGlVKXt1c","slug":"job-listing-inventories-grouped-numeric-summary-keyed-dataset-878ee6f8","name":"Job Listing Inventories — Grouped Numeric Summary & Keyed Dataset Comparison","description":"Job listing inventories — Grouped numeric summary + Keyed dataset comparison: Grouped numeric summary + 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 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a grouped numeric summary and a keyed dataset comparison for job listing inventory records (listing_count, duplicate_listings) across up to 200 rows using local analytical engines.","exampleAgentPrompt":"I have two sets of job listing inventory records — each with company group, date, listing count, and duplicate listings — and I want a grouped numeric summary by company group plus a side-by-side keyed comparison between the two datasets, analyzing the listing_count field, for up to 200 rows.","exampleUseCases":[{"title":"Duplicate listing audit by company","prompt":"I have 150 rows of job listing data with company groups, dates, listing counts, and duplicate listings — can you give me a grouped numeric summary so I can see which company groups have the highest duplicate listing rates?"},{"title":"Period-over-period inventory comparison","prompt":"I have two sets of job listing inventory snapshots — one from last quarter and one from this quarter — can you compare them row by row and also give me a grouped summary of listing_count differences by company group?"},{"title":"Data quality check on listing duplicates","prompt":"Can you run a grouped summary on my job listing inventory records to show the total and average duplicate_listings per company group, and also compare it against my baseline dataset to flag any keyed discrepancies?"}],"resultDescription":"Returns two independent analytical reports: (1) a grouped numeric summary aggregating listing_count or duplicate_listings by company_group across the supplied rows, and (2) a keyed dataset comparison between the primary rows and the secondary 'other' dataset, highlighting differences per matching key. All computation is performed locally with no external lookups.","failureModes":["Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) cause validation errors","Exceeding 200 rows results in rejection or truncation","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Null numeric values may affect aggregate computations","Mismatched row_ids between primary and comparison datasets reduce keyed comparison coverage"],"whenToPreferThis":"Choose this endpoint when you have structured job listing inventory data in hand and need both a grouped statistical summary and a dataset-to-dataset keyed comparison in a single call. Ideal for recruitment analytics pipelines, duplicate listing audits, or period-over-period inventory comparisons where no live data lookup or external API is needed. Not suitable for fetching live job data or making predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:44.145Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-grouped-numeric-summary-keyed-dataset-878ee6f8"}