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Dataset Partition Sizes Analytics: Category Frequencies + Keyed Dataset Comparison
x402
Dataset Partition Sizes Analytics: Category Frequencies + 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 2026-10-19).
Runs two local analytical reports on supplied dataset partition size records — category frequency distribution and keyed dataset comparison — for up to 200 rows at $0.01 USDC.
Price / call$0.01
Success—
StatusUnknown
How this service works
Dataset partition sizes — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison for supplied dataset partition sizes records (row_count, file_mb). 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 category frequency report showing how often each dataset_group value appears and aggregate stats on row_count and file_mb per group; (2) a keyed comparison report matching rows from the two supplied datasets by row_id and highlighting differences in row_count and file_mb.
Example use cases
Dataset group frequency audit
“I have 150 partition records with row_id, dataset_group, date, row_count, and file_mb — can you tell me how many records fall into each dataset_group category and give me a frequency breakdown?”
Before-and-after partition comparison
“I ran a data pipeline and I have the partition sizes before and after — each set has row_id, dataset_group, date, row_count, and file_mb. Can you compare the two snapshots and show me which rows changed and by how much?”
Monthly partition size distribution check
“Here are our October partition records for two environments — same row_ids but possibly different row_counts and file sizes. Can you run a category frequency report on the first set and a keyed comparison between the two to spot discrepancies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-07-111?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 dataset partition records (with row_count and file_mb fields) and need both a category frequency distribution and a keyed row-level comparison between two dataset versions in a single low-cost ($0.01 USDC) call. Prefer it over manual computation when you want both reports simultaneously without external dependencies or live data lookups.
Side effects
- Exceeds 200-row limit — request rejected; split into smaller batches
- Missing required fields (row_id, dataset_group, date, row_count, file_mb) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Empty rows array — minItems:1 violation
- No live external lookup available — results are purely computed from supplied data
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| other | array |
Tags
x402
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