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Duplicate Observations — Grouped Numeric Summary + Base-100 Series
x402
Duplicate Observations — Grouped Numeric Summary + Base-100 Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Computes a grouped numeric summary and a base-100 indexed time series for up to 200 duplicate-observation records containing duplicate_rows and total_rows fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Duplicate observations — Grouped numeric summary + Base-100 series: Grouped numeric summary + Base-100 series for supplied duplicate observations records (duplicate_rows, total_rows). 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 grouped numeric summary breaking down duplicate_rows and total_rows statistics by dataset_group, and (2) a base-100 indexed time series for the chosen field (duplicate_rows or total_rows) relative to the specified base_index row, covering up to 200 supplied records.
Example use cases
Daily duplicate rate monitoring by pipeline
“I have a week of daily duplicate-row counts across three data pipelines — can you give me a grouped summary per pipeline and also a base-100 series for duplicate_rows starting from day 1 so I can see how duplication has grown?”
Data quality audit across dataset groups
“We're doing a data quality audit and I need a grouped numeric summary of duplicate_rows and total_rows across our five dataset groups — can you crunch these 80 records and give me the two reports?”
Baseline-indexed deduplication trend report
“Here are 120 records of duplicate and total row counts recorded weekly across two groups — index them as a base-100 series anchored at row index 0 for the total_rows field and include the grouped summary too.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-04-092?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have pre-collected duplicate observation records and need both a grouped statistical summary by category and a normalized base-100 time series in a single API call, without requiring any external data lookup, live prediction, or professional assessment. It is ideal for data quality workflows where you want fast, local analytical computation on up to 200 rows across multiple dataset groups.
Side effects
- Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) causes validation error
- Input array exceeds 200 rows maximum — request rejected
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- base_index out of range (0–199) or exceeding the number of supplied rows causes error
- Null numeric values may affect statistical calculations in grouped summary
- Payment of 0.01 USDC not completed — request blocked
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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