{"uid":"cap_75pit4gYAeaxVD9T7n-FH","slug":"page-change-observations-record-quality-audit-string-normalisation-936898d0","name":"Page Change Observations — Record Quality Audit + String Normalisation + Numeric Row Ordering","description":"Page change observations — Record quality audit + String normalisation + Numeric row ordering: Record quality audit + String normalisation + Numeric row ordering for supplied page change observations records (changed_blocks, total_blocks). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-web-12-196?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","site_group","date","changed_blocks","total_blocks"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"site_group":{"type":"string","default":"","maxLength":80},"total_blocks":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"changed_blocks":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","site_group":"group-a","total_blocks":1,"changed_blocks":10},{"date":"2026-10-02","row_id":"row-2","site_group":"group-b","total_blocks":2,"changed_blocks":20},{"date":"2026-10-03","row_id":"row-3","site_group":"group-a","total_blocks":3,"changed_blocks":15},{"date":"2026-10-04","row_id":"row-4","site_group":"group-b","total_blocks":4,"changed_blocks":30}],"maxItems":200,"minItems":1},"field":{"enum":["changed_blocks","total_blocks"],"type":"string","default":"changed_blocks"}}},"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_agYd7RtHjB-7TPx9z45Gx","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 three analytical reports (record quality audit, string normalisation, and numeric row ordering) on up to 200 rows of page change observation data containing changed_blocks and total_blocks fields.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and numeric row ordering on these 12 rows of page change observations — the fields are site_group, date, changed_blocks, and total_blocks — and order the results by changed_blocks?","exampleUseCases":[{"title":"Web crawler data quality check","prompt":"I have 80 rows of page change observations from our crawler with site_group, date, changed_blocks, and total_blocks — can you run a quality audit on them and flag any record-level issues?"},{"title":"Normalising site group labels","prompt":"Our page change dataset has inconsistent capitalisation and spacing in the site_group field across 150 rows — can you run string normalisation on it so the labels are consistent?"},{"title":"Ranking pages by block change volume","prompt":"Take these 50 page change observation rows and order them by total_blocks numerically so I can see which pages had the most content overall."}],"resultDescription":"Three independent analytical reports covering: (1) a record quality audit flagging data issues in the supplied rows, (2) string normalisation results for the site_group and related string fields, and (3) a numeric row ordering of the dataset ranked by the selected field (changed_blocks or total_blocks). All processing is performed locally without external lookups or predictions.","failureModes":["Fewer than 1 row supplied — minimum row count not met","More than 200 rows supplied — maximum row count exceeded","Invalid date format (must be YYYY-MM-DD) causes schema validation failure","Missing required fields (row_id, site_group, date, changed_blocks, total_blocks) causes rejection","Numeric values outside the allowed range (-1,000,000,000,000 to 1,000,000,000,000) cause validation errors","Invalid field enum value (must be 'changed_blocks' or 'total_blocks') causes parameter rejection","Payment of 0.01 USDC not fulfilled — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports — quality audit, string normalisation, and numeric ordering — on a batch of up to 200 page change observation rows in a single low-cost call. It is best suited for offline or post-collection analysis of web monitoring data rather than real-time lookups or predictions. Prefer it over single-report alternatives when you need all three report types at once for the same dataset.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:45:23.243Z","isFirstParty":false,"canonicalSlug":"page-change-observations-record-quality-audit-string-normalisation-936898d0"}