{"uid":"cap_tTDeUr97OQ43o1uVBghlk","slug":"onboarding-progress-record-quality-audit-equal-width-histogram-f00556b7","name":"Onboarding Progress Record Quality Audit + Equal-Width Histogram","description":"Onboarding progress — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied onboarding progress records (completed_steps, required_steps). 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-operations-08-013?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","team_group","date","completed_steps","required_steps"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"required_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","required_steps":1,"completed_steps":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","required_steps":2,"completed_steps":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","required_steps":3,"completed_steps":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","required_steps":4,"completed_steps":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_steps","required_steps"],"type":"string","default":"completed_steps"}}},"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_vup7TY5ophqg62ReRYZI1","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":"Runs a data quality audit and an equal-width histogram analysis on onboarding progress records (completed_steps and required_steps) for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and a 10-bin equal-width histogram on my onboarding progress data for the completed_steps field? Here are the rows: row-1 (group-a, 2026-10-01, completed=8, required=10), row-2 (group-b, 2026-10-02, completed=5, required=10), row-3 (group-a, 2026-10-03, completed=null, required=10).","exampleUseCases":[{"title":"Audit team onboarding data quality","prompt":"I have 150 onboarding records from two teams — can you check them for data quality issues and also show me a 5-bin histogram of the completed_steps field so I can see how step completion is distributed?"},{"title":"Spot missing required_steps values","prompt":"Run a record quality audit on this batch of onboarding progress records and generate an equal-width histogram with 8 bins for the required_steps field — I want to catch any nulls or outliers before we report to leadership."},{"title":"Profile onboarding completion across groups","prompt":"I've got 200 rows of onboarding progress data across several team groups. Can you do a quality audit plus a 10-bin histogram on completed_steps so I can understand the distribution and flag any bad records?"}],"resultDescription":"Returns two analytical reports: (1) a record quality audit listing data issues such as nulls, out-of-range values, and invalid entries per row; and (2) an equal-width histogram showing the frequency distribution of the chosen field (completed_steps or required_steps) across the specified number of bins, including bin boundaries and counts.","failureModes":["Empty rows array or missing required fields (row_id, date, completed_steps, required_steps) cause validation errors","More than 200 rows submitted exceeds the maximum and will be rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Bins value outside 1–30 range is rejected","All values null for the target field may produce a degenerate histogram","Payment failure or insufficient USDC balance prevents call execution"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a histogram distribution report on onboarding progress fields (completed_steps or required_steps) in a single low-cost call. It is ideal for HR analytics pipelines, onboarding dashboard preparation, or pre-reporting data validation where up to 200 rows need to be profiled quickly without any external lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:44:02.228Z","isFirstParty":false,"canonicalSlug":"onboarding-progress-record-quality-audit-equal-width-histogram-f00556b7"}