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Company Record Completeness — Grouped Numeric Summary & Missing-Value Fill
x402
Company Record Completeness — Grouped Numeric Summary & Missing-Value Fill 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).
Generates two analytical reports on company record completeness data: a grouped numeric summary by company group and an explicit missing-value fill for populated_fields or required_fields columns.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill for supplied company record completeness records (populated_fields, required_fields). 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
Two analytical reports: (1) a grouped numeric summary of populated_fields and required_fields aggregated by company_group, and (2) the same dataset with null values in the specified field (populated_fields or required_fields) explicitly replaced using the chosen method (zero, mean, or median). No external lookups or predictions are made — analysis is performed locally on the supplied rows.
Example use cases
Data quality audit by company group
“I've got 150 rows of company completeness records with company_group, date, populated_fields, and required_fields — can you group them and give me a numeric summary per group so I can see which groups have the worst coverage?”
Impute missing required_fields with mean
“Some of my company records have null required_fields values. Can you fill those in using the mean of the existing values across my dataset of about 80 rows?”
Board-ready completeness report prep
“Before I present our data quality metrics, I need to fill missing populated_fields values with zeros and get a grouped summary by company_group for my 200-row completeness dataset — can you run both reports at once?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-099?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of company record completeness data and need both a grouped numeric summary by company group AND missing-value imputation in a single low-cost call ($0.01 USDC). Ideal for data quality audits, pre-processing pipelines, and governance reporting where you want grouped statistics and clean data without external API lookups or ML predictions.
Side effects
- Fewer than 1 row supplied — request rejected
- More than 200 rows submitted — exceeds row limit
- Invalid date format (not YYYY-MM-DD) — validation error
- Missing required fields (row_id, company_group, date) — schema validation failure
- Numeric values outside allowed range — rejected
- Invalid fill method or field enum value — schema error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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