{"uid":"cap_HHcxv_Ew-Iy2FoXAoPr1y","slug":"bibliography-inventories-string-normalisation-adjacent-row-changes-67090ffa","name":"Bibliography Inventories — String Normalisation + Adjacent Row Changes","description":"Bibliography inventories — String normalisation + Adjacent row changes: String normalisation + Adjacent row changes 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-08-029?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_Y8R31X7dbIoMt1Z2g7OLm","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":"Runs two local analytical reports (string normalisation and adjacent row changes) on up to 200 bibliography inventory rows containing reference_count and verified_references fields.","exampleAgentPrompt":"Can you run string normalisation and adjacent row changes reports on my bibliography inventory data? I have 4 rows — row-1 for group-a on 2026-10-01 with reference_count 10 and verified_references 1, row-2 for group-b on 2026-10-02 with reference_count 20 and verified_references 2 — and I want to analyze the reference_count field.","exampleUseCases":[{"title":"Audit reference count drift over time","prompt":"I have a set of bibliography records for two course groups across several dates and I want to see how reference_count changes from one row to the next — can you run the adjacent row changes report on this dataset for me?"},{"title":"Normalize string formatting in verified references","prompt":"My bibliography inventory has messy string data in the verified_references column across about 150 rows — can you run a string normalisation report to clean and standardize it?"},{"title":"Dual report on course group bibliography data","prompt":"I need both a string normalisation check and an adjacent row changes analysis on my bibliography inventory records for the course groups I track — here are 80 rows with dates, reference counts, and verified references, please run both reports on reference_count."}],"resultDescription":"Two independent analytical reports: (1) a string normalisation report highlighting formatting inconsistencies or non-standard values in the selected field across the supplied rows, and (2) an adjacent row changes report showing value differences between consecutive rows for the selected numeric field (reference_count or verified_references). Both reports are computed locally on the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, course_group, date, reference_count, verified_references) causes rejection","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array is not accepted (minItems: 1)","Payment of 0.01 USDC not supplied or declined results in 402 error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 bibliography inventory rows and need both string normalisation and adjacent row change detection in a single low-cost call ($0.01 USDC). It is ideal for educational data pipelines where reference counts and verified references need sequential consistency checks and formatting audits without any external data lookups or live predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:51:40.608Z","isFirstParty":false,"canonicalSlug":"bibliography-inventories-string-normalisation-adjacent-row-changes-67090ffa"}