{"uid":"cap_vp7iEPXW7LR7Ag2zNW6tW","slug":"commercial-proposal-comparisons-base-100-series-explicit-missing-1e692cad","name":"Commercial Proposal Comparisons — Base-100 Series + Explicit Missing-Value Fill","description":"Commercial proposal comparisons — Base-100 series + Explicit missing-value fill: Base-100 series + Explicit missing-value fill for supplied commercial proposal comparisons records (quoted_amount, delivery_days). 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-company-24-169?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","quoted_amount","delivery_days"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"delivery_days":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"quoted_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","delivery_days":1,"quoted_amount":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","delivery_days":2,"quoted_amount":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","delivery_days":3,"quoted_amount":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","delivery_days":4,"quoted_amount":30}],"maxItems":200,"minItems":1},"field":{"enum":["quoted_amount","delivery_days"],"type":"string","default":"quoted_amount"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_5G1bScKZ8Y7d1dunB9zCQ","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 a Base-100 index series and fills missing values for commercial proposal comparison data (quoted_amount, delivery_days) across up to 200 rows.","exampleAgentPrompt":"I have 50 vendor proposal rows with company group, date, quoted_amount, and delivery_days — some values are missing. Can you normalize the quoted_amount field into a Base-100 series starting from row index 0, and fill any missing values using the median method?","exampleUseCases":[{"title":"Procurement bid price benchmarking","prompt":"I've got 80 supplier quote records with company names, dates, and quoted amounts — a few amounts are blank. Can you index the quoted_amount to Base-100 starting from the first row and fill the missing amounts using the mean, so I can compare all suppliers on the same scale?"},{"title":"Delivery timeline comparison across vendors","prompt":"I have 40 proposal rows from different vendor groups showing their delivery_days estimates, but some rows are missing that value. Please build a Base-100 series on delivery_days using row 0 as the base and fill missing values with the median so I can see how each group trends over time."},{"title":"Missing data cleanup for proposal analysis","prompt":"We collected 120 commercial proposal records but many have null quoted_amounts. Can you fill those nulls with zeros and also produce a Base-100 normalized series for quoted_amount starting from index 5 so I can send a clean comparison report to the team?"}],"resultDescription":"Returns two analytical reports for the supplied dataset: (1) a Base-100 index series where each row's field value is expressed relative to the chosen base row, and (2) an explicit missing-value-filled version of the dataset using the selected fill method (zero, mean, or median). Both reports cover up to 200 rows and use local analytical engines with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Invalid date format (not YYYY-MM-DD) causes schema validation failure","base_index out of range for the number of supplied rows","All values for the selected field are null, making mean/median fill undefined","Missing required fields (row_id, company_group, date) cause row rejection","Non-numeric values in quoted_amount or delivery_days fields fail validation"],"whenToPreferThis":"Choose this endpoint when you need to normalize commercial proposal or vendor bid data to a common Base-100 index for apples-to-apples comparison, and simultaneously need to handle missing values through imputation — all in a single low-cost call. It is ideal for procurement analytics, supplier benchmarking, and bid comparison workflows where datasets are small (≤200 rows) and no external data, predictions, or live lookups are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:42:06.500Z","isFirstParty":false,"canonicalSlug":"commercial-proposal-comparisons-base-100-series-explicit-missing-1e692cad"}