{"uid":"cap__MVrva8oDfb__-vp2BKBO","slug":"equipment-runtime-keyed-dataset-comparison-49d073ed","name":"Equipment Runtime Keyed Dataset Comparison","description":"Equipment runtime - Keyed dataset comparison: Keyed dataset comparison for Equipment runtime. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded keyed dataset comparison deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-equipment-runtime-compare?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","machine","date","run_hours","downtime_hours"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"machine":{"type":"string","default":"","maxLength":80},"run_hours":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"downtime_hours":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","machine":"group-a","run_hours":10,"downtime_hours":1},{"date":"2026-10-02","row_id":"row-2","machine":"group-b","run_hours":20,"downtime_hours":2},{"date":"2026-10-03","row_id":"row-3","machine":"group-a","run_hours":15,"downtime_hours":3},{"date":"2026-10-04","row_id":"row-4","machine":"group-b","run_hours":30,"downtime_hours":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","machine","date","run_hours","downtime_hours"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"machine":{"type":"string","default":"","maxLength":80},"run_hours":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"downtime_hours":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","machine":"group-a","run_hours":10,"downtime_hours":1},{"date":"2026-10-02","row_id":"row-2","machine":"group-b","run_hours":21,"downtime_hours":2},{"date":"2026-10-03","row_id":"row-3","machine":"group-a","run_hours":17,"downtime_hours":3},{"date":"2026-10-04","row_id":"row-4","machine":"group-b","run_hours":33,"downtime_hours":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_SNmVl3i7Yqe3I1DrnLA8m","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 keyed datasets of equipment runtime records (run hours and downtime hours per machine per date) and returns numeric difference and data-quality metrics.","exampleAgentPrompt":"Compare these two equipment runtime datasets for me — the baseline has machine group-a on 2026-10-01 with 10 run hours and 1 downtime hour, and group-b on 2026-10-02 with 20 run hours and 2 downtime hours; the new snapshot has the same rows but group-b shows 21 run hours and 3 downtime hours — tell me the numeric differences and flag any data quality issues.","exampleUseCases":[{"title":"Shift-over-shift runtime drift detection","prompt":"I have two daily equipment logs for machines A and B across Oct 1–4 — one from last week and one from this week. Can you compare them row by row and tell me which machines changed their run hours or downtime hours and by how much?"},{"title":"Pre- and post-maintenance runtime audit","prompt":"Before we did maintenance on machine group-a, run hours were 15 on Oct 3. After maintenance the log shows 17 run hours. Can you compare the full pre- and post-maintenance runtime datasets across all four rows and highlight the differences?"},{"title":"Data quality check between two ERP exports","prompt":"We pulled equipment runtime data from two different ERP exports for the same week — I need to know if there are any mismatches or data quality issues between them, especially for run_hours and downtime_hours values across all machines."}],"resultDescription":"Returns a structured comparison of two keyed equipment runtime datasets including numeric deltas for run_hours and downtime_hours per row_id, data quality flags (e.g. missing values, nulls), and summary metrics across up to 200 records per dataset.","failureModes":["Missing required fields (row_id, machine, date, run_hours, downtime_hours) cause validation errors","Exceeding 200 rows per dataset returns an error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Empty rows array returns an error (minItems: 1)","Null numeric values may affect delta computation and trigger quality flags"],"whenToPreferThis":"Choose this endpoint when you need a fast, local numeric comparison of two keyed equipment runtime datasets (up to 200 rows each) with data quality assessment, without requiring external enrichment or forecasting. Ideal for auditing ERP exports, shift-over-shift drift detection, or pre/post-maintenance runtime validation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T19:02:46.598Z","isFirstParty":false,"canonicalSlug":"equipment-runtime-keyed-dataset-comparison-49d073ed"}