{"uid":"cap_l3CJCLa_laAYUlLKnrcEa","slug":"geospatial-tile-processing-record-quality-audit-string-normalisation-1da42cda","name":"Geospatial Tile Processing — Record Quality Audit + String Normalisation + Trailing Mean Series","description":"Geospatial tile processing — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series for supplied geospatial tile processing records (tile_count, processing_seconds). 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-21-199?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","tile_count","processing_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"tile_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"station_group":{"type":"string","default":"","maxLength":80},"processing_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","tile_count":10,"station_group":"group-a","processing_seconds":1},{"date":"2026-10-02","row_id":"row-2","tile_count":20,"station_group":"group-b","processing_seconds":2},{"date":"2026-10-03","row_id":"row-3","tile_count":15,"station_group":"group-a","processing_seconds":3},{"date":"2026-10-04","row_id":"row-4","tile_count":30,"station_group":"group-b","processing_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["tile_count","processing_seconds"],"type":"string","default":"tile_count"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_zwJ5BdPR3OqTSJ75m3-1d","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 on geospatial tile processing records: a record quality audit, string normalisation, and a trailing mean time series — no external lookups or live data.","exampleAgentPrompt":"Can you audit the quality of my geospatial tile processing records, normalise the station_group strings, and compute a trailing mean for tile_count with a window of 3 — here are my rows: row-1, 2026-10-01, group-a, 10 tiles, 1.2 seconds; row-2, 2026-10-02, group-b, 20 tiles, 2.4 seconds; row-3, 2026-10-03, group-A, 15 tiles, 3.1 seconds?","exampleUseCases":[{"title":"Tile pipeline data quality check","prompt":"I have about 80 rows of daily tile processing logs from our geospatial pipeline — can you run a quality audit on them and flag any missing or malformed values in tile_count and processing_seconds?"},{"title":"Station group label normalisation","prompt":"Our station_group field has inconsistent capitalisation and spacing across 150 records — can you normalise those strings and give me a clean report of what changed?"},{"title":"Rolling average for processing time monitoring","prompt":"Can you compute a trailing mean over a window of 5 for processing_seconds across my 120 geospatial tile records so I can see if processing time is trending up or down?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging null values, out-of-range numbers, and format issues; (2) a string normalisation report showing cleaned station_group values; and (3) a trailing mean series for the selected numeric field (tile_count or processing_seconds) computed over the specified window size — all derived from the supplied rows with no external data sources.","failureModes":["Fewer than 1 or more than 200 rows submitted — rejected with validation error","Invalid date format (not YYYY-MM-DD) — row-level validation failure","Window size larger than the number of submitted rows — trailing mean series may be empty or return NaN values","Null values in tile_count or processing_seconds — quality audit flags them but mean series may skip those rows","row_id or station_group exceeding 80 characters — truncation or rejection","Numeric values outside ±1,000,000,000,000 range — schema validation error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 geospatial tile processing records and need all three reports — quality audit, string normalisation, and trailing mean series — bundled into a single $0.01 call. Prefer this over separate analytics tools when your data is already structured with row_id, station_group, date, tile_count, and processing_seconds fields and you want purely local, deterministic computation with no external API calls or live data dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T00:39:30.668Z","isFirstParty":false,"canonicalSlug":"geospatial-tile-processing-record-quality-audit-string-normalisation-1da42cda"}