Social Post Observations — Duplicate Key Report + Explicit Missing-Value Fill

API ↗

Social Post 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 2026-10-23).

Analyzes up to 200 rows of social post observation data (impressions, engagement_count) to produce a duplicate key report and fill missing values using zero, mean, or median imputation.

How this service works

Social post observations — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied social post observations records (impressions, engagement_count). 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 which row_ids appear more than once in the supplied dataset, and (2) an explicit missing-value fill report showing which rows had null values in the specified field (impressions or engagement_count) and what values were substituted using the chosen method (zero, mean, or median). No external data is fetched; all analysis is performed on the supplied rows.