{"uid":"cap_fTUac326_1gEzKAqjq1s2","slug":"manufacturing-output-equal-width-histogram-19b9b8b7","name":"Manufacturing Output Equal-Width Histogram","description":"Manufacturing output - Equal-width histogram: Equal-width histogram for Manufacturing output. 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 equal-width histogram deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-histogram?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","line","date","units","defects"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"line":{"type":"string","default":"","maxLength":80},"units":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"defects":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","line":"group-a","units":10,"row_id":"row-1","defects":1},{"date":"2026-10-02","line":"group-b","units":20,"row_id":"row-2","defects":2},{"date":"2026-10-03","line":"group-a","units":15,"row_id":"row-3","defects":3},{"date":"2026-10-04","line":"group-b","units":30,"row_id":"row-4","defects":4}],"maxItems":200,"minItems":1},"field":{"enum":["units","defects"],"type":"string","default":"units"}}},"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_8cEx4Pj7Ry2l_wjpfK8mc","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 an equal-width histogram over manufacturing output data (units or defects) for up to 200 typed records, returning binned frequency distributions with no external enrichment.","exampleAgentPrompt":"Can you generate an equal-width histogram with 10 bins for our manufacturing units field using these 50 production line records — I want to see how our daily output is distributed across bin ranges?","exampleUseCases":[{"title":"Defect rate distribution analysis","prompt":"Run an equal-width histogram on my defect counts using 8 bins — here are 120 daily production records from our two lines, group-a and group-b, and I want to see how defects cluster across the range."},{"title":"Production output frequency binning","prompt":"Take these 80 manufacturing records and compute a 5-bin equal-width histogram on the units field so I can see which output range most of our production days fall into."},{"title":"Quality control spread visualization","prompt":"I have 150 records from our factory floor covering the last quarter — can you calculate a 15-bin histogram on the defects field so I can identify if we have outlier days with unusually high defect counts?"}],"resultDescription":"Returns a binned histogram over the selected numeric field (units or defects) with equal-width intervals. Each bin includes its lower and upper boundary and the count of records falling within that range. May also include data-quality indicators such as null counts or out-of-range values. No external enrichment or forecasting is performed — purely local statistical computation on the supplied records.","failureModes":["Empty or missing rows array returns validation error","bin count outside 1–30 range is rejected","rows exceeding 200 records are rejected","null values in the selected field may reduce effective record count","invalid date format (non-YYYY-MM-DD) causes record-level rejection","field value not in enum ['units','defects'] returns schema error","row_id missing or empty string fails required field validation"],"whenToPreferThis":"Choose this endpoint when you need a fast, local equal-width histogram over manufacturing production or defect data with up to 200 records and no external data dependencies. It is ideal for quality control analysis, production output distribution checks, and quick statistical profiling of factory line data. Prefer it over general-purpose analytics tools when you want a bounded, deterministic computation at low cost ($0.01 USDC) with no latency from external API calls.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:08:40.247Z","isFirstParty":false,"canonicalSlug":"manufacturing-output-equal-width-histogram-19b9b8b7"}