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Survey Response Weights — Exact Row Deduplication + Date by Category Pivot
x402
Survey Response Weights — Exact Row Deduplication + Date by Category Pivot is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).
Deduplicates exact duplicate rows and pivots survey response weight data by date and category, producing two analytical reports from up to 200 supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Survey response weights — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot for supplied survey response weights records (response_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: (1) a deduplicated version of the input rows with exact duplicate records removed, and (2) a date-by-category pivot table of the selected field (response_value or sample_weight) aggregated across region groups and dates. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Cleaning duplicate survey panel records
“I've collected survey panel data with response_value and sample_weight for each respondent row, but I think there are exact duplicates — can you deduplicate them and pivot the response_value by date and region so I can see clean summaries across my groups?”
Weighted response analysis by time period
“Here are 150 rows of survey data with dates, regions, sample_weight, and response_value — run exact row deduplication on them and give me a date-by-category pivot for sample_weight so I can compare group trends over time.”
Economics survey data quality check
“I need to audit my economics survey dataset before analysis — can you remove any exact duplicate rows and produce a pivot of response_value broken down by date and category for my 180 records?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-economics-24-052?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have survey response datasets (up to 200 rows) with response_value and sample_weight fields and need both exact duplicate removal and a date-by-category pivot in a single cheap call. It is ideal for lightweight, offline analytical preprocessing of survey panel data without requiring a full analytics platform. Prefer it over generic data tools when the two-report bundle (deduplication + pivot) matches your workflow and cost sensitivity is high ($0.01 per call).
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, region, date, response_value, sample_weight) on any row causes validation error
- Invalid date format (must be YYYY-MM-DD) causes schema rejection
- Null values in response_value or sample_weight may affect pivot aggregation
- Payment of 0.01 USDC not received — 402 response returned
- Empty rows array (minItems:1 not met) causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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