{"uid":"cap_xaRX7JOJKYoDCXpJTfx3r","slug":"research-sample-recovery-date-by-category-pivot-b81a87ae","name":"Research Sample Recovery – Date by Category Pivot","description":"Research sample recovery - Date by category pivot: Date by category pivot for Research sample recovery. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded date by category pivot report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-sample-recovery-pivot?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","specimen","date","input_mass_g","recovered_mass_g"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"specimen":{"type":"string","default":"","maxLength":80},"input_mass_g":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"recovered_mass_g":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","specimen":"group-a","input_mass_g":10,"recovered_mass_g":1},{"date":"2026-10-02","row_id":"row-2","specimen":"group-b","input_mass_g":20,"recovered_mass_g":2},{"date":"2026-10-03","row_id":"row-3","specimen":"group-a","input_mass_g":15,"recovered_mass_g":3},{"date":"2026-10-04","row_id":"row-4","specimen":"group-b","input_mass_g":30,"recovered_mass_g":4}],"maxItems":200,"minItems":1},"field":{"enum":["input_mass_g","recovered_mass_g"],"type":"string","default":"input_mass_g"}}},"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_mjK357h217jD7XMhj90Fk","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":"Generates a date-by-category pivot report for research sample recovery data, summarizing input and recovered mass across specimen types and dates.","exampleAgentPrompt":"Can you run a date-by-category pivot on my sample recovery data — I have 4 rows with specimen groups 'group-a' and 'group-b' across dates in October 2026, and I want to pivot on the input_mass_g field?","exampleUseCases":[{"title":"Lab batch recovery summary by specimen","prompt":"I have 50 rows of sample recovery records from our lab — each has a date, a specimen group name, and both input and recovered mass in grams. Can you pivot them by date and specimen category using the recovered_mass_g field so I can see recovery totals at a glance?"},{"title":"Weekly research audit across material types","prompt":"We ran experiments across three material types over the past two weeks and I need a pivot table showing input_mass_g broken down by date and specimen category — I'll send you up to 120 rows of data."},{"title":"Compare recovery across specimen groups","prompt":"I want to compare how much mass was recovered for each specimen group on each day of our trial. Can you take my 80 experiment records and give me a date-by-category pivot on recovered_mass_g?"}],"resultDescription":"Returns a bounded descriptive analytics pivot report cross-tabulating the selected mass field (input_mass_g or recovered_mass_g) by date and specimen category. Covers up to 200 input rows with no external enrichment or forecasting — purely local aggregation of the supplied records.","failureModes":["Missing required fields (row_id, date, specimen) returns a validation error","Date strings not matching YYYY-MM-DD pattern are rejected","More than 200 rows in the request exceeds the maxItems limit","Null values in the selected mass field may be excluded or treated as zero","Invalid field enum value other than 'input_mass_g' or 'recovered_mass_g' causes a schema error","Payment failure via x402 protocol prevents report generation"],"whenToPreferThis":"Choose this endpoint when you have up to 200 typed sample recovery records and need a quick, local date-by-category pivot on mass measurements (input or recovered) without any enrichment, forecasting, or external data lookup. Ideal for lab researchers or analysts who want a structured summary of recovery performance across specimen groups over time at very low cost ($0.01 USDC per call).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:46:32.443Z","isFirstParty":false,"canonicalSlug":"research-sample-recovery-date-by-category-pivot-b81a87ae"}