{"uid":"cap_fbFVnpbMPIFUABM04kcX3","slug":"coordinate-quality-checks-numeric-distribution-category-frequencies-ef4ce8ac","name":"Coordinate Quality Checks — Numeric Distribution + Category Frequencies","description":"Coordinate quality checks — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies for supplied coordinate quality checks records (checked_points, flagged_points). 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-weather-23-072?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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_FhhL3imWqkGltMDM4nXyx","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 coordinate quality check records (checked_points, flagged_points) to produce numeric distribution statistics and category frequency reports for up to 200 rows.","exampleAgentPrompt":"Can you run a numeric distribution and category frequency analysis on my coordinate quality check records? I have up to 50 rows with station_group, date, checked_points, and flagged_points fields — analyze the checked_points field and give me both reports.","exampleUseCases":[{"title":"Weather station QC audit","prompt":"I have daily quality check logs from two weather station groups — group-alpha and group-beta — with checked_points and flagged_points for each day in October. Can you analyze the distribution of checked_points and show me how often each station group appears in the dataset?"},{"title":"Flagged data spike investigation","prompt":"Our coordinate pipeline flagged an unusually high number of points last week. I've got 120 rows of QC records with station_group, date, checked_points, and flagged_points. Can you compute the numeric distribution for flagged_points and break down the category frequencies by station_group?"},{"title":"Routine QC report generation","prompt":"Run a standard data quality summary on these coordinate check records — about 80 rows covering three station groups over the past month. I need the numeric distribution and category frequency report for the checked_points field."}],"resultDescription":"Returns two analytical reports for the supplied coordinate quality check records: (1) a numeric distribution summary for the selected field (checked_points or flagged_points), including statistics like min, max, mean, and spread; and (2) a category frequency breakdown for categorical fields such as station_group. Covers up to 200 rows of supplied data using local analytical engines — no external lookups or live data.","failureModes":["More than 200 rows submitted — request is rejected or truncated","Missing required fields (row_id, station_group, date, checked_points, or flagged_points) cause validation errors","Invalid date format (must match YYYY-MM-DD) causes schema rejection","Null values in numeric fields may affect distribution calculations","Invalid field enum value (must be 'checked_points' or 'flagged_points') causes error","Empty rows array rejected (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of coordinate quality check records with checked_points and flagged_points fields and need quick, local statistical analysis — specifically a numeric distribution report and a category frequency breakdown — without any external API calls, live lookups, or predictions. Ideal for offline QC audits, batch data quality reviews, and station group frequency analysis at low cost ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:34:34.981Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-numeric-distribution-category-frequencies-ef4ce8ac"}