{"uid":"cap_t6NUu9W8dLeyU09coMZjH","slug":"bibliography-inventories-numeric-row-ordering-secondary-measure-794550ea","name":"Bibliography Inventories — Numeric Row Ordering + Secondary-Measure Weighted Mean","description":"Bibliography inventories — Numeric row ordering + Secondary-measure weighted mean: Numeric row ordering + Secondary-measure weighted mean for supplied bibliography inventories records (reference_count, verified_references). 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-education-08-121?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","reference_count","verified_references"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"reference_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"verified_references":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","reference_count":10,"verified_references":1},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","reference_count":20,"verified_references":2},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","reference_count":15,"verified_references":3},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","reference_count":30,"verified_references":4}],"maxItems":200,"minItems":1},"field":{"enum":["reference_count","verified_references"],"type":"string","default":"reference_count"}}},"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_uJ1ME0j3PnsJ37YSfzvQ-","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 numeric row ordering and secondary-measure weighted mean analytics for bibliography inventory records (reference_count, verified_references) across up to 200 rows, returning 2 independent reports.","exampleAgentPrompt":"Can you rank these bibliography inventory rows by reference_count and compute the weighted mean of verified_references? Here are my 4 rows: row-1 on 2026-10-01 in group-a with reference_count=10 and verified_references=1, row-2 on 2026-10-02 in group-b with reference_count=20 and verified_references=2, row-3 on 2026-10-03 in group-a with reference_count=15 and verified_references=3, row-4 on 2026-10-04 in group-b with reference_count=30 and verified_references=4.","exampleUseCases":[{"title":"Course group citation ranking","prompt":"I have bibliography records for two course groups across several dates — can you numerically rank all the rows by reference_count and also compute the weighted mean of verified_references for me? Here's my data: row-1 (2026-10-01, group-a, reference_count=10, verified_references=1), row-2 (2026-10-02, group-b, reference_count=20, verified_references=2), row-3 (2026-10-03, group-a, reference_count=15, verified_references=3)."},{"title":"Verified reference quality weighting","prompt":"For my bibliography inventory audit, can you order these rows numerically by verified_references and give me a weighted mean for that field? Rows: row-A (2026-09-01, group-x, reference_count=50, verified_references=40), row-B (2026-09-02, group-y, reference_count=80, verified_references=60), row-C (2026-09-03, group-x, reference_count=30, verified_references=25)."},{"title":"Multi-date bibliography summary report","prompt":"I need two analytical reports on this bibliography dataset — numeric row ordering and a secondary-measure weighted mean using reference_count as the primary field. Here are my records: row-1 (2026-11-01, group-alpha, reference_count=100, verified_references=90), row-2 (2026-11-02, group-beta, reference_count=200, verified_references=150), row-3 (2026-11-03, group-alpha, reference_count=75, verified_references=60), row-4 (2026-11-04, group-beta, reference_count=120, verified_references=110)."}],"resultDescription":"Returns 2 independent analytical reports: (1) numeric row ordering of the supplied bibliography inventory records ranked by the chosen field (reference_count or verified_references), and (2) a secondary-measure weighted mean computed across those records — all processed locally with no external lookups.","failureModes":["Exceeds 200-row limit — request rejected","Missing required fields (row_id, date, reference_count, or verified_references) — validation error","Date format does not match YYYY-MM-DD pattern — schema validation failure","field enum value not one of reference_count or verified_references — invalid input","All numeric values are null — weighted mean cannot be computed","Payment not fulfilled via x402 — request blocked"],"whenToPreferThis":"Choose this endpoint when you need deterministic, local numeric row ranking and weighted mean analytics specifically for bibliography or citation inventory datasets with reference_count and verified_references fields, requiring two bundled reports for up to 200 rows at a flat low cost, with no need for live data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:31:40.461Z","isFirstParty":false,"canonicalSlug":"bibliography-inventories-numeric-row-ordering-secondary-measure-794550ea"}