{"uid":"cap_IWm_Jfa6d_C6Rh8puPsW-","slug":"data-ingestion-batches-category-frequencies-equal-width-histogram-8fe9fd20","name":"Data Ingestion Batches — Category Frequencies + Equal-Width Histogram","description":"Data ingestion batches — Category frequencies + Equal-width histogram: Category frequencies + Equal-width histogram for supplied data ingestion batches records (received_rows, accepted_rows). 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-01-106?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","dataset_group","date","received_rows","accepted_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"accepted_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"received_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","accepted_rows":1,"dataset_group":"group-a","received_rows":10},{"date":"2026-10-02","row_id":"row-2","accepted_rows":2,"dataset_group":"group-b","received_rows":20},{"date":"2026-10-03","row_id":"row-3","accepted_rows":3,"dataset_group":"group-a","received_rows":15},{"date":"2026-10-04","row_id":"row-4","accepted_rows":4,"dataset_group":"group-b","received_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["received_rows","accepted_rows"],"type":"string","default":"received_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_mJIAHUfE7TBMo-_7TmzJx","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":"Computes category frequency counts and equal-width histogram distributions for received_rows and accepted_rows fields in data ingestion batch records (up to 200 rows, 2 reports per call).","exampleAgentPrompt":"Can you run a category frequency report and a 10-bin equal-width histogram on the received_rows field for these ingestion batch records: row-1 on 2025-01-01 in group-a had 500 received and 480 accepted, row-2 on 2025-01-02 in group-b had 320 received and 300 accepted, row-3 on 2025-01-03 in group-a had 750 received and 700 accepted?","exampleUseCases":[{"title":"ETL pipeline row acceptance audit","prompt":"I have 50 ingestion batch records from last month across three dataset groups — can you compute category frequencies by dataset_group and a 5-bin histogram on accepted_rows so I can see which groups are underperforming?"},{"title":"Data quality distribution check","prompt":"Run a 10-bin equal-width histogram on received_rows for these 80 ingestion batch records — I want to see if there are any unusual spikes or gaps in how many rows are coming in per batch."},{"title":"Ingestion volume comparison by group","prompt":"Give me category frequency counts for dataset_group and a histogram of received_rows using 8 bins for these daily ingestion batches from our analytics pipeline — I need to understand which groups are generating the most data."}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing counts per dataset_group value, and (2) an equal-width histogram with configurable bins (1–30) showing the distribution of the selected numeric field (received_rows or accepted_rows) across the supplied batch records. Results are computed locally using supplied data only — no external lookups or predictions.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","bins value outside 1–30 range — rejected","Numeric field values outside ±1,000,000,000,000 — rejected","Invalid field enum value (not received_rows or accepted_rows) — error"],"whenToPreferThis":"Choose this endpoint when you need fast, local statistical summaries (category frequencies + histogram) for data ingestion batch records specifically structured with received_rows and accepted_rows fields. Ideal for ETL pipeline monitoring, data quality reviews, and batch volume analysis when you have up to 200 records and want two complementary views (categorical breakdown + numeric distribution) in a single low-cost call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:46.672Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-category-frequencies-equal-width-histogram-8fe9fd20"}