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Research Task Completion Analyzer — Deduplication + Numeric Distribution
x402
Research Task Completion Analyzer — Deduplication + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Performs exact row deduplication and numeric distribution analysis on supplied research task completion records (completed_tasks, assigned_tasks) for up to 200 rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Research task completion — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution for supplied research task completion records (completed_tasks, assigned_tasks). 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) an exact row deduplication report identifying and removing fully duplicate rows from the supplied dataset, and (2) a numeric distribution report covering statistical characteristics (e.g. min, max, mean, percentiles, frequency distribution) of the selected numeric field (completed_tasks or assigned_tasks). Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Research team completion rate audit
“I have daily task records for two research groups — group-a and group-b — spanning October 2026 with row IDs, completed_tasks, and assigned_tasks. Can you deduplicate any exact duplicate rows and show me the numeric distribution of completed_tasks across all entries?”
Workforce task assignment distribution check
“We track assigned_tasks per company group each day and I suspect there are duplicate rows in our export. Please run exact deduplication and give me a distribution breakdown of the assigned_tasks field across all 150 records I'm sending over.”
Data quality check before analytics pipeline
“Before I feed this dataset into our reporting tool, can you deduplicate these 200 research task completion rows by exact match and also give me a numeric distribution report on the completed_tasks column so I can spot any anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-22-039?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication and numeric distribution analysis on task completion records (completed_tasks, assigned_tasks) in a single $0.01 call, without needing live lookups, predictions, or external data. Ideal for data quality checks before analytics pipelines, auditing research task datasets for duplicates, or quickly profiling the distribution of task metrics across company groups and dates. Not suitable if you need fuzzy/approximate deduplication, ML-based anomaly detection, or analysis of fields beyond the supported schema.
Side effects
- Fewer than 1 row supplied — minimum row count not met
- More than 200 rows supplied — exceeds maximum row limit
- Missing required fields (row_id, company_group, date, completed_tasks, assigned_tasks) in any row
- Invalid date format (must match YYYY-MM-DD pattern)
- Numeric field values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
- Invalid field selector — must be 'completed_tasks' or 'assigned_tasks'
- Payment of 0.01 USDC not provided or rejected via x402 protocol
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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