{"uid":"cap_1bv2rxiM4gc6asyAsT6jX","slug":"geospatial-tile-processing-grouped-summary-dataset-comparison-94ee6640","name":"Geospatial Tile Processing — Grouped Summary & Dataset Comparison","description":"Geospatial tile processing — Grouped numeric summary + Keyed dataset comparison: Grouped numeric summary + Keyed dataset comparison for supplied geospatial tile processing records (tile_count, processing_seconds). 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-weather-21-098?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","tile_count","processing_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"tile_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"station_group":{"type":"string","default":"","maxLength":80},"processing_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","tile_count":10,"station_group":"group-a","processing_seconds":1},{"date":"2026-10-02","row_id":"row-2","tile_count":20,"station_group":"group-b","processing_seconds":2},{"date":"2026-10-03","row_id":"row-3","tile_count":15,"station_group":"group-a","processing_seconds":3},{"date":"2026-10-04","row_id":"row-4","tile_count":30,"station_group":"group-b","processing_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["tile_count","processing_seconds"],"type":"string","default":"tile_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","tile_count","processing_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"tile_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"station_group":{"type":"string","default":"","maxLength":80},"processing_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","tile_count":10,"station_group":"group-a","processing_seconds":1},{"date":"2026-10-02","row_id":"row-2","tile_count":21,"station_group":"group-b","processing_seconds":2},{"date":"2026-10-03","row_id":"row-3","tile_count":17,"station_group":"group-a","processing_seconds":3},{"date":"2026-10-04","row_id":"row-4","tile_count":33,"station_group":"group-b","processing_seconds":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_OMl3C2ASssbuXUatfgJ1A","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":"Computes grouped numeric summaries and keyed dataset comparisons on geospatial tile processing records (tile_count, processing_seconds) for up to 200 rows across two independent reports.","exampleAgentPrompt":"I have two batches of geospatial tile processing records — each up to 200 rows with tile_count and processing_seconds per station_group and date — can you run a grouped summary and a keyed comparison between the two datasets on tile_count?","exampleUseCases":[{"title":"Compare tile throughput between pipeline runs","prompt":"I ran our tile rendering pipeline twice this week with different configs — here are the records for each run with tile_count and processing_seconds per station group. Can you give me a grouped summary of tile_count for the first run and then compare the two runs row-by-row to see where the numbers differ?"},{"title":"Audit processing time anomalies by station group","prompt":"Here are 150 geospatial tile processing records from last month grouped by station_group, each with processing_seconds. Can you summarize the processing_seconds by group and compare them against our baseline dataset to flag any significant changes?"},{"title":"Validate tile counts before and after reprocessing","prompt":"We reprocessed a batch of map tiles and I need to verify the results. I have the original tile_count records and the reprocessed ones — both have station_group and date fields. Please run a grouped summary and a keyed dataset comparison on tile_count to confirm they match up."}],"resultDescription":"Returns two independent analytical reports: (1) a grouped numeric summary breaking down the selected field (tile_count or processing_seconds) by station_group, and (2) a keyed dataset comparison highlighting differences between the primary rows dataset and the secondary 'other' dataset on matching row_ids. All computation is performed locally on the supplied data with no external lookups.","failureModes":["Input rows array exceeds 200-item limit — request rejected","Missing required fields (row_id, station_group, date, tile_count, processing_seconds) — validation error","Invalid date format (must be YYYY-MM-DD) — schema rejection","Numeric values out of allowed range (±1,000,000,000,000) — validation error","Empty rows array — minimum 1 item required","Mismatched row_ids between rows and other dataset — comparison may return empty or partial results"],"whenToPreferThis":"Choose this endpoint when you need both a grouped aggregate summary and a side-by-side keyed comparison of geospatial tile processing records in a single low-cost call. It is ideal for pipeline performance audits, before/after reprocessing validation, and station-group-level throughput analysis on batches up to 200 rows. It does not perform live geospatial lookups, predictions, or external data fetching — all analysis is purely computational on the data you supply.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:39:48.021Z","isFirstParty":false,"canonicalSlug":"geospatial-tile-processing-grouped-summary-dataset-comparison-94ee6640"}