{"uid":"cap_A6lmphd9kSirc-_rpO4a-","slug":"feature-availability-analytics-numeric-row-ordering-equal-width-acf58ad8","name":"Feature Availability Analytics: Numeric Row Ordering + Equal-Width Histogram","description":"Feature availability — Numeric row ordering + Equal-width histogram: Numeric row ordering + Equal-width histogram for supplied feature availability records (populated_features, expected_features). 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-10-118?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","populated_features","expected_features"],"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},"expected_features":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_features":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","expected_features":1,"populated_features":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","expected_features":2,"populated_features":20},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","expected_features":3,"populated_features":15},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","expected_features":4,"populated_features":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_features","expected_features"],"type":"string","default":"populated_features"}}},"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_rYLXZtub2jepHUOkdP0tJ","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 local analytical reports — numeric row ordering and an equal-width histogram — for feature availability data (populated_features and expected_features) across up to 200 rows.","exampleAgentPrompt":"Can you rank these 4 dataset rows by populated_features and also give me a 5-bin equal-width histogram of the populated_features values? The rows are: row-1 (group-a, 2026-10-01, populated=10, expected=1), row-2 (group-b, 2026-10-02, populated=20, expected=2), row-3 (group-a, 2026-10-03, populated=15, expected=3), row-4 (group-b, 2026-10-04, populated=30, expected=4).","exampleUseCases":[{"title":"Feature completeness audit across dataset groups","prompt":"I have 50 dataset records with populated_features and expected_features values across groups A and B — can you rank them by populated_features and show me a 10-bin histogram so I can see the distribution of completeness?"},{"title":"Expected features distribution check for data pipeline","prompt":"We're validating our data pipeline output. Here are 100 rows with expected_features counts per date — can you run a 20-bin equal-width histogram on the expected_features field so we can spot any anomalies in the distribution?"},{"title":"Daily feature availability ranking for monitoring dashboard","prompt":"I've got 30 rows of daily feature availability logs with row IDs, groups, and both populated and expected feature counts — please rank them numerically by populated_features and give me 5 histogram bins so I can report on today's data completeness."}],"resultDescription":"Returns two analytical reports: (1) rows sorted/ranked numerically by the selected feature field, and (2) an equal-width histogram with up to 30 user-specified bins showing frequency distribution of values across the submitted rows. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Empty or malformed rows array returns a validation error","More than 200 rows submitted exceeds the maximum and is rejected","Bins value outside 1–30 range is rejected by schema validation","Null values in populated_features or expected_features may affect histogram bin computation","Invalid date format (not YYYY-MM-DD) causes row-level validation failure","row_id exceeding 80 characters is rejected","Payment not included or insufficient USDC triggers x402 payment-required response"],"whenToPreferThis":"Choose this endpoint when you need quick, local statistical analysis of feature availability data — specifically numeric ordering and equal-width histogram generation — without any external API calls, ML predictions, or professional assessments. It is ideal when you have up to 200 rows of structured feature records with populated/expected counts and need two complementary reports in a single $0.01 call. Prefer this over general-purpose analytics platforms when you want a lightweight, reproducible, deterministic summary of data completeness distributions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:19:34.478Z","isFirstParty":false,"canonicalSlug":"feature-availability-analytics-numeric-row-ordering-equal-width-acf58ad8"}