{"uid":"cap_SFa5cbYgRluR16BxJkeyC","slug":"numeric-precision-comparisons-category-frequencies-row-ordering-a16a560a","name":"Numeric Precision Comparisons – Category Frequencies & Row Ordering Analytics","description":"Numeric precision comparisons — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied numeric precision comparisons records (source_value, transformed_value). 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-20-100?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_value","transformed_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"transformed_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_value":10,"dataset_group":"group-a","transformed_value":1},{"date":"2026-10-02","row_id":"row-2","source_value":20,"dataset_group":"group-b","transformed_value":2},{"date":"2026-10-03","row_id":"row-3","source_value":15,"dataset_group":"group-a","transformed_value":3},{"date":"2026-10-04","row_id":"row-4","source_value":30,"dataset_group":"group-b","transformed_value":4}],"maxItems":200,"minItems":1},"field":{"enum":["source_value","transformed_value"],"type":"string","default":"source_value"}}},"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_3_oxplzRtRpP9rIAS1skO","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":"Analyzes up to 200 rows of numeric precision comparison records, producing two reports: category frequency counts by dataset_group and numeric row ordering for source_value or transformed_value.","exampleAgentPrompt":"I have up to 200 rows of numeric precision comparison records with source_value and transformed_value fields — can you give me two reports: category frequency counts by dataset_group and the rows ordered by source_value?","exampleUseCases":[{"title":"ETL validation frequency check","prompt":"I ran an ETL pipeline and have 150 rows with source_value and transformed_value — can you count how many records fall into each dataset_group category and also rank them by source_value so I can spot outliers?"},{"title":"Data quality audit row ranking","prompt":"I need to audit my numeric precision comparison data: here are 80 rows with group labels and both source and transformed values — give me frequency counts per group and order the rows by transformed_value."},{"title":"A/B test category distribution","prompt":"I've got two groups of records from an A/B test, up to 200 rows each with a source_value and transformed_value — can you tell me how many rows are in each group and sort them by source_value?"}],"resultDescription":"Two independent analytical reports: (1) a frequency table showing how many rows belong to each dataset_group category, and (2) the full set of rows sorted in numeric order by the selected field (source_value or transformed_value). No external lookups or predictions are made — all analysis is performed on the supplied data.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, source_value, transformed_value) cause validation errors","Dates not matching YYYY-MM-DD pattern are rejected","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array returns an error","Invalid field selector value (not 'source_value' or 'transformed_value') causes failure"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, low-cost ($0.01 USDC) dual-report analytics pass on up to 200 rows of numeric comparison records — specifically category frequency distribution and numeric ordering — with no need for external data, machine learning predictions, or professional interpretation. Ideal for quick data quality checks, ETL validation, or exploratory summaries of precision comparison datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:45.286Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-category-frequencies-row-ordering-a16a560a"}