{"uid":"cap_-FutAYzO_Bdp6gVVUaooP","slug":"coordinate-quality-checks-exact-row-deduplication-category-frequencies-ad41c0be","name":"Coordinate Quality Checks — Exact Row Deduplication + Category Frequencies","description":"Coordinate quality checks — Exact row deduplication + Category frequencies: Exact row deduplication + 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-23-041?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}}},"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_SrKR188cxg_BEVSJb4JnH","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 on coordinate quality check records: exact row deduplication and category frequency analysis for checked_points and flagged_points fields, up to 200 rows.","exampleAgentPrompt":"Can you deduplicate these coordinate quality check records and give me a category frequency breakdown for checked_points and flagged_points? I have up to 50 rows with station_group, date, row_id, checked_points, and flagged_points fields.","exampleUseCases":[{"title":"Weather station QA deduplication audit","prompt":"I have 80 rows of weather station quality check logs with station_group, date, checked_points, and flagged_points — can you find all exact duplicate rows and give me a frequency count of how often each station group appears?"},{"title":"Flagged points distribution by group","prompt":"Run a category frequency analysis on my coordinate quality check records — I want to see how flagged_points and checked_points are distributed across different station groups. Here are 120 rows with row_id, date, station_group, checked_points, and flagged_points."},{"title":"Data cleaning before pipeline ingestion","prompt":"Before I load this dataset into my pipeline, can you deduplicate these 200 coordinate quality check rows and tell me how frequently each station_group category shows up across both checked_points and flagged_points?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying which rows are duplicates across all fields, and (2) a category frequency report showing how often each station_group and value category appears within checked_points and flagged_points — all computed locally without external lookups.","failureModes":["More than 200 rows submitted — exceeds maximum batch size","Missing required fields (row_id, station_group, date, checked_points, or flagged_points) cause validation errors","Invalid date format (must be YYYY-MM-DD pattern) causes rejection","Numeric values outside allowed range (-1e12 to 1e12) rejected","Empty rows array (minItems: 1 not satisfied) returns error"],"whenToPreferThis":"Choose this endpoint when you need fast, local deduplication and frequency analysis on coordinate quality check records (checked_points, flagged_points) without requiring external lookups, predictions, or professional assessments. It is optimal for data cleaning and QA pipelines processing up to 200 rows at a time at very 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":"2026-11-02T18:39:24.681Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-exact-row-deduplication-category-frequencies-ad41c0be"}