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Source Diversity Record Quality Audit, Exact Row Deduplication, and Grouped Numeric Summary
x402
Source Diversity Record Quality Audit, Exact Row Deduplication, and Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
Runs three analytical reports on source diversity data (source_count, outlet_count): a record quality audit, exact row deduplication, and a grouped numeric summary — all offline using supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Source diversity — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied source diversity records (source_count, outlet_count). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three independent analytical reports: (1) a record quality audit flagging malformed, missing, or invalid values; (2) an exact row deduplication report identifying and removing duplicate records; and (3) a grouped numeric summary of the selected field (source_count or outlet_count) aggregated by channel_group. All computed locally from the supplied rows with no external lookups.
Example use cases
Media outlet data quality check
“I have a dataset of news outlet diversity records with source_count and outlet_count per channel group and date — can you audit them for quality issues, flag any exact duplicate rows, and give me a grouped numeric summary of source_count across channel groups?”
Newsroom source diversity deduplication
“Can you clean up my source diversity dataset by running a record quality audit, removing any exact duplicate entries, and summarizing the outlet_count values grouped by channel_group? I have about 150 rows with row_id, date, channel_group, source_count, and outlet_count.”
Channel group source count summary report
“I need three reports on my source diversity data: a record quality audit, exact row deduplication, and a grouped numeric summary — the field I want summarized is outlet_count. My rows include date, row_id, channel_group, source_count, and outlet_count.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-17-211?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of source diversity data (with source_count and outlet_count fields) and need all three analytical operations — quality audit, deduplication, and grouped numeric summary — bundled into a single cost-efficient call. Ideal for offline batch data cleaning and summarization without requiring any external data lookups or live integrations. At $0.01 USDC for all three reports, it is highly cost-effective for lightweight media diversity analytics pipelines.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, channel_group, date, source_count, outlet_count) in any row — validation error
- Date fields not matching YYYY-MM-DD format — pattern validation failure
- Empty rows array (minItems: 1 not met) — schema validation error
- Invalid field selector value not in enum ['source_count','outlet_count'] — rejected
- row_id exceeds 80 characters — field length violation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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