{"uid":"cap_EXN0amtn1c6DEsWlvpmEK","slug":"coordinate-quality-checks-record-audit-string-normalisation-equal-59356dc6","name":"Coordinate Quality Checks — Record Audit, String Normalisation & Equal-Width Histogram","description":"Coordinate quality checks — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied coordinate quality checks records (checked_points, flagged_points). 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-weather-23-202?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","checked_points","flagged_points"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"station_group":{"type":"string","default":"","maxLength":80},"checked_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","station_group":"group-a","checked_points":10,"flagged_points":1},{"date":"2026-10-02","row_id":"row-2","station_group":"group-b","checked_points":20,"flagged_points":2},{"date":"2026-10-03","row_id":"row-3","station_group":"group-a","checked_points":15,"flagged_points":3},{"date":"2026-10-04","row_id":"row-4","station_group":"group-b","checked_points":30,"flagged_points":4}],"maxItems":200,"minItems":1},"field":{"enum":["checked_points","flagged_points"],"type":"string","default":"checked_points"}}},"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_YUdpU8zeq8wvGhhqw8wuR","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 local analytical reports (record quality audit, string normalisation, and equal-width histogram) on up to 200 rows of coordinate quality check data (checked_points, flagged_points).","exampleAgentPrompt":"Run a record quality audit, string normalisation, and equal-width histogram (5 bins) on my coordinate quality check data — here are 4 rows with station groups group-a and group-b, dates 2026-10-01 through 2026-10-04, checked_points values 10, 20, 15, 30, and flagged_points 1, 2, 3, 4 — use checked_points as the histogram field.","exampleUseCases":[{"title":"Daily coordinate QA data audit","prompt":"I have 50 rows of coordinate quality check records from our surveying stations for October — can you run a record quality audit, string normalisation check, and a 10-bin histogram on the checked_points field so I can see where data issues are?"},{"title":"Flagged point distribution analysis","prompt":"Analyse the distribution of flagged_points across my 120 station group records using an equal-width histogram with 8 bins, and also give me the record quality audit and string normalisation reports for the same dataset."},{"title":"Station group data normalisation review","prompt":"I need to check data quality for our coordinate QA records — run all three reports (record audit, string normalisation, histogram) on these 30 rows covering station groups north-sector and south-sector, and use flagged_points as the histogram field with 5 bins."}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit flagging missing, null, or out-of-range values per row; (2) a string normalisation report on text fields like station_group; and (3) an equal-width histogram of the selected numeric field (checked_points or flagged_points) across up to 30 configurable bins. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected with validation error","Missing required fields (row_id, date, checked_points, flagged_points) cause row-level audit failures","Invalid date format (not YYYY-MM-DD) triggers schema validation error","bins value outside 1–30 range causes parameter rejection","Null values in both numeric fields may reduce histogram utility","Malformed JSON body returns HTTP 400"],"whenToPreferThis":"Choose this endpoint when you need three quick local analytical reports — quality audit, string normalisation, and histogram — on a small-to-medium batch (up to 200 rows) of coordinate quality check records without any external data lookups, predictions, or live services. It is cost-effective at $0.01 USDC for all three reports simultaneously. Prefer it over general-purpose analytics when your data specifically involves checked_points and flagged_points fields from coordinate or geospatial QA workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:31:54.861Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-record-audit-string-normalisation-equal-59356dc6"}