{"uid":"cap_qcrdw48R9M-fKi4u6Q7tX","slug":"onboarding-progress-data-quality-analytics-suite-eda1f5ee","name":"Onboarding Progress Data Quality & Analytics Suite","description":"Onboarding progress — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied onboarding progress records (completed_steps, required_steps). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-operations-08-211?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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_sB2ulOXhYR8tTq3DUPkQR","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":"Audits record quality, deduplicates exact rows, and produces grouped numeric summaries for onboarding progress data (completed_steps, required_steps) in a single call.","exampleAgentPrompt":"Can you run a data quality audit, deduplicate exact rows, and give me a grouped numeric summary for this batch of onboarding progress records — I've got up to 50 rows with completed_steps and required_steps fields grouped by team, and I want the analysis on the completed_steps column.","exampleUseCases":[{"title":"HR team onboarding data cleanup","prompt":"I have a spreadsheet of onboarding progress records with completed_steps and required_steps for each employee grouped by department — can you audit it for quality issues, remove exact duplicates, and give me a summary grouped by team? There are about 80 rows total."},{"title":"Product team step completion audit","prompt":"We're tracking feature onboarding steps across user groups and I want to check the required_steps data for quality problems, find any duplicate rows, and get a grouped numeric breakdown by team_group — here are 120 rows, please analyze the required_steps field."},{"title":"Weekly onboarding pipeline QA check","prompt":"Every Monday I need to validate our onboarding progress data before it goes into reporting — can you run a record quality audit, exact deduplication, and grouped numeric summary on these 35 rows of completed_steps and required_steps data segmented by group?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging nulls, out-of-range values, and formatting issues; (2) an exact row deduplication report identifying and removing fully duplicate records; and (3) a grouped numeric summary aggregating the selected numeric field (completed_steps or required_steps) by team_group and/or date.","failureModes":["Input exceeds 200 rows — request rejected with row count error","Missing required fields (row_id, team_group, date, completed_steps, required_steps) — validation error returned","Invalid date format not matching YYYY-MM-DD pattern — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — rejected","Empty rows array (minItems: 1 not met) — request rejected","Invalid field enum value (must be 'completed_steps' or 'required_steps') — schema error"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations on onboarding progress data in a single low-cost call: quality audit, exact deduplication, and grouped summary. It is ideal for preprocessing or QA pipelines on step-completion datasets up to 200 rows. Prefer this over general analytics tools when your data specifically has completed_steps and required_steps fields grouped by team, and you want all three reports without separate API calls.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:37:48.667Z","isFirstParty":false,"canonicalSlug":"onboarding-progress-data-quality-analytics-suite-eda1f5ee"}