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Market Survey Observations — Category Frequencies + Numeric Row Ordering
x402
Market Survey Observations — Category Frequencies + Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-03).
Computes category frequency distributions and numeric row ordering for market survey observation records (respondent_count, sample_weight) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Market survey observations — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied market survey observations records (respondent_count, 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
Returns two reports: (1) category frequency counts for the company_group field showing how often each category appears, and (2) numeric ordering of all submitted rows ranked by the selected numeric field (respondent_count or sample_weight). Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Survey panel group frequency analysis
“I've got a market survey dataset with 150 rows tagged by company_group — can you tell me how frequently each group appears and rank the rows by respondent_count so I know which records have the most respondents?”
Sample weight ordering for survey weighting review
“Here are my survey observation records for Q4, each with a sample_weight and company_group. Can you compute the category frequencies for company_group and sort all rows numerically by sample_weight?”
Multi-group survey distribution check
“I need to audit my market survey data — I have records from group-a, group-b, and group-c across 80 rows. Please give me the category frequency breakdown and rank everything by respondent_count.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-06-100?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have structured market survey observation records and need both a categorical frequency summary of company groups and a numeric ranking of rows by respondent_count or sample_weight, all in a single low-cost call. Best for datasets up to 200 rows where no external data, predictions, or live lookups are needed — purely analytical over supplied data.
Side effects
- Submitting more than 200 rows returns an error — must chunk data to stay within limit
- Missing required fields (row_id, company_group, date, respondent_count, sample_weight) cause validation errors
- Invalid date format (non-YYYY-MM-DD) fails schema validation
- Null values for both numeric fields may produce incomplete ordering results
- Payment of 0.01 USDC required per call; missing payment results in 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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