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Company Record Completeness — Equal-Width Histogram + Missing-Value Fill
x402
Company Record Completeness — Equal-Width Histogram + 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 an equal-width histogram and explicit missing-value fill report for up to 200 company record completeness rows across populated_fields and required_fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Equal-width histogram + Explicit missing-value fill: Equal-width histogram + 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
Returns two reports: (1) an equal-width histogram showing the distribution of the chosen field (populated_fields or required_fields) across the specified number of bins, and (2) an explicit missing-value fill report where nulls in the target field are replaced using the chosen method (zero, mean, or median). Covers up to 200 input rows processed locally without external lookups.
Example use cases
Data quality audit across company groups
“I have 120 company records with populated_fields and required_fields counts — can you create an equal-width histogram with 8 bins for populated_fields and fill any nulls using the mean, so I can see how completeness is distributed across our company groups?”
Missing-value fill before downstream processing
“Before I run our pipeline, I need to fill missing required_fields values using median substitution across these 80 company records from Q1 2026 — can you generate the filled dataset and a histogram with 5 bins?”
Comparing completeness across two company segments
“I want to compare how complete our company records are for group-alpha vs group-beta — run a 10-bin equal-width histogram on required_fields for these 200 rows and fill any missing values with zero.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-175?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, local statistical summary of company record completeness data — specifically an equal-width histogram plus missing-value imputation — without requiring external data lookups, predictions, or professional assessments. It is ideal for data quality audits, pre-pipeline null handling, and completeness distribution analysis on batches up to 200 rows. Prefer it over general-purpose analytics tools when you want both histogram binning and missing-value fill delivered together in a single low-cost call.
Side effects
- More than 200 rows submitted — request rejected with maxItems validation error
- Invalid date format not matching YYYY-MM-DD pattern — schema validation failure
- bins value outside 1–30 range — rejected by schema constraints
- required row fields (row_id, company_group, date, populated_fields, required_fields) missing — schema validation error
- All values in target field are null — mean/median fill may be undefined or zero
- Payment of 0.01 USDC not completed — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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