{"uid":"cap_f2cj6zKGYqv0TfbI7KRbL","slug":"tree-canopy-observations-record-quality-audit-exact-row-deduplication-ae638114","name":"Tree Canopy Observations — Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram","description":"Tree canopy observations — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied tree canopy observations records (canopy_m2, plot_m2). 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-17-219?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","canopy_m2","plot_m2"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"plot_m2":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"canopy_m2":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"station_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","plot_m2":1,"canopy_m2":10,"station_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","plot_m2":2,"canopy_m2":20,"station_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","plot_m2":3,"canopy_m2":15,"station_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","plot_m2":4,"canopy_m2":30,"station_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["canopy_m2","plot_m2"],"type":"string","default":"canopy_m2"}}},"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_qNMM76IZnDCecgaIKWMZU","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 on tree canopy observation records: a data quality audit, exact row deduplication, and an equal-width histogram over canopy_m2 or plot_m2 values.","exampleAgentPrompt":"Can you audit the quality of my tree canopy observation records, remove exact duplicate rows, and give me a 10-bin equal-width histogram over canopy_m2? I have about 50 rows from two station groups.","exampleUseCases":[{"title":"Pre-analysis data quality check","prompt":"I have 120 tree canopy survey records with canopy_m2 and plot_m2 measurements across several station groups — can you run a quality audit on them, find any exact duplicate rows, and show me a 5-bin histogram of canopy_m2 so I know the data is clean before I start modeling?"},{"title":"Distribution check on plot sizes","prompt":"Before I aggregate my canopy plots, can you deduplicate my 80 observation records and generate a 10-bin equal-width histogram of the plot_m2 field so I can see how plot sizes are distributed?"},{"title":"Field data validation for reporting","prompt":"I just collected 150 tree canopy records from the field and need to validate them — please run a record quality audit, strip out any exact duplicates, and histogram the canopy_m2 values into 8 equal-width bins so I can include the summary in my report."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values for each row; (2) a list of exact duplicate rows identified in the dataset; (3) an equal-width histogram of the selected numeric field (canopy_m2 or plot_m2) with the specified number of bins and per-bin counts.","failureModes":["Rows array exceeds 200 items — request rejected","Missing required row fields (row_id, date, canopy_m2, plot_m2, station_group) — validation error","Invalid date format (non-YYYY-MM-DD) — schema rejection","Bins value outside 1–30 range — parameter error","Payment not included or insufficient — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 tree canopy observation records and need all three reports — quality audit, deduplication, and histogram — in a single low-cost call. It is ideal for pre-processing field survey data before downstream modeling or reporting, and requires no external connectivity or live data sources. Not suitable for real-time sensor streams, large datasets over 200 rows, or predictive modeling tasks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:33:20.545Z","isFirstParty":false,"canonicalSlug":"tree-canopy-observations-record-quality-audit-exact-row-deduplication-ae638114"}