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Newsletter Observations — Record Quality Audit + Numeric Interval Filter
x402
Newsletter Observations — Record Quality Audit + Numeric Interval Filter 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).
Runs two analytical reports on newsletter observation rows: a record quality audit and a numeric interval filter for delivered_messages or open_count fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Newsletter observations — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied newsletter observations records (delivered_messages, open_count). 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 record quality audit identifying issues such as nulls, out-of-range values, or malformed records across the supplied newsletter rows, and (2) a numeric interval filter report listing which rows have the chosen field (delivered_messages or open_count) within the specified minimum–maximum range. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Email campaign data quality check
“I have 80 rows of newsletter delivery data for October with channel groups and open counts — can you run a record quality audit on them and also filter delivered_messages to rows between 100 and 10000?”
Anomaly detection in open counts
“Can you audit this set of newsletter observation records for quality issues and filter the open_count field to flag anything outside the range of 0 to 5000? I've got about 150 rows from different channel groups.”
Pre-reporting data validation
“Before I build my monthly newsletter report, can you check these 200 rows for record quality problems and filter out any delivered_messages values that fall outside 200 to 50000?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-08-008?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need both a quality audit and a numeric range filter on newsletter observation data in a single call for up to 200 rows, without requiring external data lookups or predictions. It is cost-effective at $0.01 USDC for two reports simultaneously and is ideal for pre-processing or validating newsletter analytics data before reporting or downstream pipeline use.
Side effects
- Fewer than 1 row or more than 200 rows supplied returns a validation error
- Missing required fields (row_id, channel_group, date, delivered_messages, open_count) cause row rejection
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Minimum greater than maximum may produce empty filter results or an error
- Payment not included or insufficient USDC results in 402 rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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