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Peer Feedback Deduplication and Two-Measure Correlation Analyzer
x402
Peer Feedback Deduplication and Two-Measure Correlation Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-29).
Performs exact row deduplication and Pearson/rank correlation between review_count and actioned_comments on up to 200 peer feedback records, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Peer feedback — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied peer feedback records (review_count, actioned_comments). 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) an exact row deduplication report identifying and removing fully duplicate rows from the submitted peer feedback records, and (2) a two-measure correlation report computing the statistical relationship between review_count and actioned_comments across the deduplicated dataset, all derived locally without external lookups.
Example use cases
Course group feedback quality check
“I've got peer feedback data for two course groups — about 120 rows with row_id, date, course_group, review_count, and actioned_comments. Can you strip out any exact duplicate rows and then show me whether the number of reviews correlates with how many comments were actioned?”
Weekly peer review correlation report
“Run a deduplication pass on these 50 weekly peer feedback records and compute the correlation between review_count and actioned_comments across all dates — I need both the deduplicated dataset summary and the correlation result.”
Education analytics pipeline data cleaning
“Before I run my education analytics, can you deduplicate this batch of 200 peer feedback rows by exact match and also tell me the correlation between review_count and actioned_comments so I know if they move together?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-23-050?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a combined, low-cost ($0.01 USDC) offline data quality operation on peer feedback records — specifically exact row deduplication paired with a two-measure correlation between review_count and actioned_comments — for batches up to 200 rows, without needing any live data lookup, predictive modeling, or external integrations.
Side effects
- Exceeding 200 row limit returns a validation error
- Missing required fields (row_id, course_group, date, review_count, actioned_comments) causes schema rejection
- Malformed date strings not matching YYYY-MM-DD pattern are rejected
- Empty rows array (minItems:1 violated) returns an error
- Null values for both numeric measures may degrade correlation computation
- Payment failure via x402 protocol blocks processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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