Sampling Observations — String Normalisation + Category Frequencies

API ↗

Sampling Observations — String Normalisation + Category Frequencies 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).

Performs string normalisation and category frequency analysis on up to 200 sampling observation records (sample_value, sample_weight) in a single call.

How this service works

Sampling observations — String normalisation + Category frequencies: String normalisation + Category frequencies for supplied sampling observations records (sample_value, sample_weight). 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

Two analytical reports for the supplied rows: (1) a string normalisation report standardising the categorical/text fields across the dataset, and (2) a category frequency report showing how often each distinct dataset_group value appears, potentially weighted by sample_weight. No external lookups or live data are used — analysis is performed locally on the submitted rows.