{"uid":"cap_UxZJIeG2sw4aB3i-vtwOM","slug":"company-record-completeness-equal-width-histogram-missing-value-fill-7e95d952","name":"Company Record Completeness — Equal-Width Histogram + Missing-Value Fill","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-01-175?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","populated_fields","required_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_fields","required_fields"],"type":"string","default":"populated_fields"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_yOjcvVqRGQ8QMAjLmRq1F","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"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.","exampleAgentPrompt":"Analyze the completeness of these 50 company records — bin the populated_fields values into 10 equal-width buckets and fill any missing values using the median, for groups A and B with dates from 2026-01-01 to 2026-01-31.","exampleUseCases":[{"title":"Data quality audit across company groups","prompt":"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?"},{"title":"Missing-value fill before downstream processing","prompt":"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?"},{"title":"Comparing completeness across two company segments","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:15.957Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-equal-width-histogram-missing-value-fill-7e95d952"}