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Peer Feedback Data Cleaner — Exact Row Deduplication + Numeric Row Ordering
x402
Peer Feedback Data Cleaner — Exact Row Deduplication + 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 2026-10-22).
Deduplicates and numerically orders peer feedback records (review_count, actioned_comments) across up to 200 rows, returning 2 analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Peer feedback — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering 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
Returns 2 independent analytical reports: one covering exact row deduplication results (identifying and removing exact duplicate rows) and one covering numeric row ordering of the supplied peer feedback records, based on the chosen field (review_count or actioned_comments). No external lookups or predictions are performed; all processing is local.
Example use cases
Cleaning duplicate course feedback submissions
“I have a batch of peer feedback records for my online course groups with some exact duplicate rows mixed in — can you deduplicate them and then sort by review_count so I get clean, ordered data with both reports?”
Ordering actioned comments by numeric value
“I need my peer feedback dataset sorted numerically by actioned_comments and any exact duplicate rows removed — I have about 80 rows across two course groups, can you run both reports on that field?”
Auditing review counts across course groups
“Can you clean up my peer feedback data by removing exact duplicate entries and ordering the rows numerically by review_count? I have around 120 rows with course_group labels and dates from late 2026, and I need both of the standard reports.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-23-042?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to quickly deduplicate and numerically order a small-to-medium peer feedback dataset (up to 200 rows) without external lookups, predictions, or professional assessment. It is especially useful in education analytics pipelines where review_count and actioned_comments data may have duplicate submissions and need ordered output. Prefer it when you need exactly two local analytical reports at low cost ($0.01 USDC) and your data fits the schema with row_id, course_group, date, and numeric metric fields.
Side effects
- Exceeding 200 rows causes a rejection or truncation
- Missing required fields (row_id, course_group, date, review_count, actioned_comments) causes validation failure
- Invalid date format (not YYYY-MM-DD) triggers a pattern mismatch error
- Numeric values outside allowed range cause schema rejection
- Empty rows array returns an error
- Payment not processed results in 402 response with no data returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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