{"uid":"cap_qcF1jFZ8J9J2CwiE6lpU-","slug":"bibliography-inventories-category-frequencies-numeric-row-ordering-0a87fa5c","name":"Bibliography Inventories — Category Frequencies + Numeric Row Ordering","description":"Bibliography inventories — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering 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-08-100?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_7jY0Q5ynB6opGj3Cg16Xc","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":"Analyzes bibliography inventory records to produce category frequency counts and numerically ordered row rankings for reference_count or verified_references fields.","exampleAgentPrompt":"I have a list of up to 50 bibliography inventory rows with course groups, dates, reference counts, and verified references — can you run two reports on them: one showing how often each course group appears and another ranking the rows numerically by reference_count?","exampleUseCases":[{"title":"Course group citation frequency analysis","prompt":"Here are 80 bibliography records with course_group and reference_count fields — can you give me a frequency breakdown of how often each course group appears and also rank the rows by reference_count?"},{"title":"Verified references ranking for auditing","prompt":"I need to audit our bibliography inventory. I have 120 rows with verified_references values — please give me both the category frequencies by course group and a numeric ordering of all rows by verified_references."},{"title":"Academic inventory summary for department review","prompt":"I have a semester's worth of bibliography inventory data, about 150 rows, each with a course_group, date, and reference_count. Can you generate the category frequency counts and a ranked ordering by reference_count for the department review?"}],"resultDescription":"Returns two analytical reports for the supplied bibliography inventory rows: (1) a category frequency table showing how often each course_group value appears, and (2) a numerically ordered ranking of all rows sorted by the chosen numeric field (reference_count or verified_references). Covers up to 200 rows per call.","failureModes":["Exceeding 200 rows returns an error or truncation","Missing required fields (row_id, course_group, date, reference_count, verified_references) cause validation failure","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Null values in the selected numeric field may affect ordering results","Submitting an empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you have bibliography or citation inventory data organized by course group and need both a categorical frequency summary and a numeric row ranking in a single low-cost call. It is ideal for academic reporting, library audits, or education analytics workflows where no external data lookup or live data is needed — just local analytical computation on your supplied records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:12:04.242Z","isFirstParty":false,"canonicalSlug":"bibliography-inventories-category-frequencies-numeric-row-ordering-0a87fa5c"}