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Robots Review Observations — Exact Row Deduplication + Two-Measure Correlation
x402
Robots Review Observations — Exact Row Deduplication + Two-Measure Correlation 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 up to 200 robots.txt review observation records and computes a two-measure correlation between checked_paths and restricted_paths, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Robots review observations — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied robots review observations records (checked_paths, restricted_paths). 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 analytical reports: (1) an exact row deduplication report identifying and removing fully duplicated rows from the supplied dataset, and (2) a two-measure correlation report quantifying the statistical relationship between checked_paths and restricted_paths across the submitted records. No external data is fetched; all analysis is performed on the supplied rows only.
Example use cases
Deduplication audit for crawl observations
“I've collected robots review records across several site groups over the past month and I suspect there are duplicate entries — can you deduplicate these rows exactly and also tell me how strongly checked_paths correlates with restricted_paths?”
SEO team path restriction analysis
“Our SEO team logged checked_paths and restricted_paths for multiple site groups by date, up to 150 rows — please clean out any exact duplicate rows and run a two-measure correlation between checked and restricted paths so we can see how tightly they track each other.”
Robots.txt coverage quality check
“I have a dataset of robots review observations with row IDs, dates, site groups, and path counts — run exact deduplication to find any repeated rows and compute the correlation between checked_paths and restricted_paths so I can assess coverage quality.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-07-050?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 robots review observation records and need both exact row deduplication and a two-measure correlation between checked_paths and restricted_paths in a single low-cost call. It is ideal for offline, self-contained analysis of supplied data without needing live lookups or external enrichment. Prefer alternatives if you need more than two measures correlated, more than 200 rows processed, live data fetching, or more advanced statistical models.
Side effects
- Fewer than 1 row supplied — request rejected
- More than 200 rows supplied — exceeds row limit, request rejected
- Missing required fields (row_id, site_group, date, checked_paths, restricted_paths) — validation error
- Date field not in YYYY-MM-DD format — pattern validation failure
- Non-numeric or out-of-range values for checked_paths or restricted_paths — schema rejection
- All rows are duplicates — deduplication report shows empty clean set
- Insufficient numeric variance in measures — correlation report may return undefined or NaN coefficient
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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