{"uid":"cap_x8NO9uZCdhReJoT1SQPCE","slug":"transformation-throughput-analytics-grouped-numeric-summary-category-4dd8f0dd","name":"Transformation Throughput Analytics — Grouped Numeric Summary + Category Frequencies","description":"Transformation throughput — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies for supplied transformation throughput records (processed_rows, duration_seconds). 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-analytics-13-086?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","processed_rows","duration_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","processed_rows":10,"duration_seconds":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","processed_rows":20,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":15,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":30,"duration_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["processed_rows","duration_seconds"],"type":"string","default":"processed_rows"}}},"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_BIPPfUfnBqGs6JvPfCCbu","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 two statistical reports for transformation throughput data: a grouped numeric summary and category frequency breakdown for processed_rows or duration_seconds fields across dataset groups.","exampleAgentPrompt":"Can you run a grouped numeric summary and category frequency report on these transformation throughput records — I have up to 50 rows with dataset_group, date, processed_rows, and duration_seconds — and focus the numeric analysis on processed_rows?","exampleUseCases":[{"title":"ETL pipeline throughput audit","prompt":"I have logs from our nightly ETL jobs — each row has a date, a dataset_group like 'orders' or 'inventory', and how many rows were processed along with the duration in seconds. Can you give me a grouped numeric summary and category frequency breakdown focused on processed_rows so I can see which groups are slowest?"},{"title":"Data team weekly performance review","prompt":"We ran 120 transformation jobs this week across three pipeline groups. Can you summarize the duration_seconds statistics by dataset_group and also show me how often each group appears in the dataset? I want both the numeric summary and category frequencies."},{"title":"Throughput anomaly investigation","prompt":"I'm seeing weird spikes in our pipeline. Here are 80 throughput records with row_id, date, dataset_group, processed_rows, and duration_seconds. Can you compute a grouped numeric summary and category frequencies for duration_seconds so I can compare groups and spot outliers?"}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary with descriptive statistics (e.g. count, min, max, mean) for the chosen field (processed_rows or duration_seconds) broken down by dataset_group, and (2) a category frequency table showing how often each dataset_group appears in the supplied records. Covers up to 200 input rows using local analytical engines with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) cause row-level errors","Invalid date format (not YYYY-MM-DD) may cause parsing failures","Null numeric values in processed_rows or duration_seconds may be excluded from numeric summaries","Sending fewer than 1 row returns an error","Field enum value must be exactly 'processed_rows' or 'duration_seconds'"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records with dataset_group categories and numeric fields (processed_rows, duration_seconds) and need both grouped descriptive statistics and category frequency counts in a single paid call. It is ideal for lightweight ETL/pipeline analytics without requiring a full data warehouse or BI tool. Prefer it over generic analytics services when you want a self-contained, low-cost ($0.01 USDC) dual-report computation on supplied data with no external dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:23.008Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-grouped-numeric-summary-category-4dd8f0dd"}