Tree Canopy Observations — Duplicate Key Report + Explicit Missing-Value Fill

API ↗

Tree Canopy Observations — Duplicate Key Report + Explicit Missing-Value Fill is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).

Analyzes up to 200 tree canopy observation rows to identify duplicate row keys and fill missing numeric values (canopy_m2 or plot_m2) using zero, mean, or median imputation.

How this service works

Tree canopy observations — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied tree canopy observations records (canopy_m2, plot_m2). 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.

Output

Returns two independent analytical reports: (1) a duplicate key report identifying any row_id values that appear more than once across the submitted rows, and (2) an explicit missing-value fill report showing which canopy_m2 or plot_m2 values were null and what values were substituted using the chosen method (zero, mean, or median). Up to 200 rows processed per call.