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Source Diversity Duplicate Key Report + Keyed Dataset Comparison
x402
Source Diversity Duplicate Key Report + Keyed Dataset Comparison is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Runs two local analytical reports on supplied source-diversity data: a duplicate key detector and a keyed row-by-row comparison between two datasets, for up to 200 rows each.
Price / call$0.01
Success—
StatusUnknown
How this service works
Source diversity — Duplicate key report + Keyed dataset comparison: Duplicate key report + Keyed dataset comparison for supplied source diversity records (source_count, outlet_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
Returns two independent analytical reports: (1) a duplicate key report listing any row_ids or key combinations that appear more than once in the primary dataset, and (2) a keyed comparison report showing row-level differences between the primary and secondary datasets, including which source_count and outlet_count values differ by row_id. No external lookups or predictions are performed — all analysis is local.
Example use cases
Duplicate key audit on news source data
“I exported our weekly source diversity table with columns row_id, channel_group, date, source_count, and outlet_count — can you scan it for any duplicate row IDs or repeated channel_group/date combos?”
Comparing two source diversity snapshots
“I have two exports of our outlet diversity data from different reporting periods, each up to 150 rows with row_id, channel_group, date, source_count, and outlet_count — can you compare them key-by-key and tell me which rows have different values?”
Validating source diversity before dashboard publish
“Before I push this source diversity dataset to the dashboard, can you check it for duplicate keys and then diff it against last week's version to catch any unexpected changes in source_count or outlet_count?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-17-069?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously check a source diversity dataset for duplicate keys AND compare it against a second keyed dataset in a single paid call. It is purpose-built for news/media source diversity records with source_count and outlet_count fields. Prefer it over general-purpose data tools when you want a low-cost ($0.01 USDC), offline, two-report bundle with no external data access.
Side effects
- Fewer than 1 row supplied returns a validation error
- More than 200 rows in either array triggers a maxItems error
- Missing required fields (row_id, channel_group, date, source_count, outlet_count) causes schema rejection
- Malformed date strings not matching YYYY-MM-DD pattern are rejected
- row_id values exceeding 80 characters are rejected
- Numeric values outside ±1,000,000,000,000 are rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| other | array |
Tags
x402
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