{"uid":"cap_VJeyGw6IJEiYeIGqySLC5","slug":"data-ingestion-batches-date-category-pivot-keyed-dataset-comparison-d5759542","name":"Data Ingestion Batches — Date×Category Pivot + Keyed Dataset Comparison","description":"Data ingestion batches — Date by category pivot + Keyed dataset comparison: Date by category pivot + Keyed dataset comparison for supplied data ingestion batches records (received_rows, accepted_rows). 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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two analytical reports for data ingestion batch records: a date-by-category pivot table and a keyed dataset comparison, for up to 200 rows.","exampleAgentPrompt":"Can you run a date-by-category pivot and a keyed comparison on these two sets of ingestion batch records — I want to analyze received_rows across group-a and group-b from October 2026, up to 200 rows in each dataset?","exampleUseCases":[{"title":"Pipeline Acceptance Rate Breakdown","prompt":"I have two weeks of ingestion batch records across three dataset groups — can you pivot the accepted_rows by date and category, and also compare this week's data against last week's to spot any drops in acceptance?"},{"title":"Ingestion Anomaly Investigation","prompt":"Something looks off in our batch ingestion logs — can you pivot received_rows by date and dataset_group for these 150 records and compare them against our baseline dataset to find where the numbers diverge?"},{"title":"Multi-Group Ingestion Performance Review","prompt":"I need a summary report on our ingestion batches for Q4: pivot the received_rows field by date and group, and compare the current batch dataset against our reference dataset using row IDs to highlight mismatches."}],"resultDescription":"Returns two independent analytical reports: (1) a date-by-category pivot table showing the selected metric (received_rows or accepted_rows) broken down by date and dataset_group, and (2) a keyed dataset comparison that aligns rows from the primary and secondary datasets by row_id to highlight differences. Both reports are computed locally with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) cause validation errors","Date strings not matching YYYY-MM-DD pattern are rejected","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array returns an error","Payment failure via x402 results in no response"],"whenToPreferThis":"Choose this endpoint when you need both a date-by-category pivot table AND a keyed comparison between two ingestion batch datasets in a single call for up to 200 rows. It is purpose-built for data ingestion batch metrics (received_rows, accepted_rows) and bundles two reports at $0.01 USDC — ideal for ETL monitoring, pipeline QA, and batch acceptance analysis without needing to call two separate services.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T00:52:36.986Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-date-category-pivot-keyed-dataset-comparison-d5759542"}