{"uid":"cap_8_IbbRSMYQ2bYoJQ5D7i4","slug":"detection-rules-dataset-comparison-with-missing-value-fill-c7a7154f","name":"Detection Rules Dataset Comparison with Missing-Value Fill","description":"Detection rules — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied detection rules records (rule_count, alert_count). 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-security-17-190?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","control_group","date","rule_count","alert_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"rule_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"alert_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"control_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","rule_count":10,"alert_count":1,"control_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","rule_count":20,"alert_count":2,"control_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","rule_count":15,"alert_count":3,"control_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","rule_count":30,"alert_count":4,"control_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["rule_count","alert_count"],"type":"string","default":"rule_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","control_group","date","rule_count","alert_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"rule_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"alert_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"control_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","rule_count":10,"alert_count":1,"control_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","rule_count":21,"alert_count":2,"control_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","rule_count":17,"alert_count":3,"control_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","rule_count":33,"alert_count":4,"control_group":"group-b"}],"maxItems":200,"minItems":0},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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__mOeMjRueeIJxZq8eUllw","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":"Compares two keyed datasets of detection rule metrics (rule_count, alert_count) by date and control group, filling missing values explicitly, across up to 200 rows with two analytical reports.","exampleAgentPrompt":"Compare these two sets of detection rule data for rule_count differences — I have two datasets of up to 50 rows each with dates, row IDs, and control groups (group-a and group-b), and I need missing values filled in before the keyed comparison runs.","exampleUseCases":[{"title":"Security rule coverage drift audit","prompt":"I have two weekly snapshots of our detection rules — one from last week and one from this week — each with rule_count and alert_count per date and team group. Can you run a keyed comparison on rule_count and fill any missing values so I can see which rules were added, removed, or changed?"},{"title":"Alert volume change between environments","prompt":"Compare alert_count across these two datasets from our staging and production detection rule configs, grouped by control_group and date. Fill in any missing values and give me both comparison reports."},{"title":"Baseline vs updated ruleset comparison","prompt":"I updated our SIEM detection rules last Tuesday and I have the before and after rule_count and alert_count data for about 80 rows. Can you do a keyed dataset comparison with explicit missing-value fill so I can quantify what changed?"}],"resultDescription":"Two analytical reports covering: (1) a keyed dataset comparison showing row-by-row differences in the selected field (rule_count or alert_count) between the two supplied datasets, matched by row_id/control_group/date keys; and (2) an explicit missing-value fill summary showing how null or absent values were handled. Up to 200 rows processed using local analytical engines with no external lookups.","failureModes":["Fewer than 1 row submitted returns a validation error","More than 200 rows submitted exceeds the row limit and is rejected","Rows missing required fields (row_id, control_group, date, rule_count, alert_count) fail schema validation","Invalid date format (not YYYY-MM-DD) causes parsing failure","Mismatched key sets between rows and other arrays may result in unjoined records","Payment of 0.01 USDC not included or rejected blocks the request"],"whenToPreferThis":"Choose this endpoint when you have two structured datasets of detection rule metrics (rule_count, alert_count) keyed by date and control group, and need both a row-level keyed comparison and explicit missing-value imputation in a single call for up to 200 rows. It is purpose-built for security/detection-rule analytics rather than generic tabular diffing tools.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:33:58.515Z","isFirstParty":false,"canonicalSlug":"detection-rules-dataset-comparison-with-missing-value-fill-c7a7154f"}