{"uid":"cap_BFkRLIoz87DGXbhwaeIyl","slug":"customer-segment-observations-category-frequencies-base-100-series-f332bec2","name":"Customer Segment Observations — Category Frequencies + Base-100 Series","description":"Customer segment observations — Category frequencies + Base-100 series: Category frequencies + Base-100 series for supplied customer segment observations records (account_count, revenue_amount). 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-16-105?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","account_count","revenue_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"account_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"revenue_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","account_count":10,"company_group":"group-a","revenue_amount":1},{"date":"2026-10-02","row_id":"row-2","account_count":20,"company_group":"group-b","revenue_amount":2},{"date":"2026-10-03","row_id":"row-3","account_count":15,"company_group":"group-a","revenue_amount":3},{"date":"2026-10-04","row_id":"row-4","account_count":30,"company_group":"group-b","revenue_amount":4}],"maxItems":200,"minItems":1},"field":{"enum":["account_count","revenue_amount"],"type":"string","default":"account_count"},"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_sz76Da05dU6KS-94Zd1uj","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 distributions and a base-100 indexed time series for customer segment observation data (account_count or revenue_amount) across up to 200 rows.","exampleAgentPrompt":"Analyze my customer segment data for account_count: here are 4 rows — row-1 on 2026-10-01 group-a had 10 accounts, row-2 on 2026-10-02 group-b had 20, row-3 on 2026-10-03 group-a had 15, row-4 on 2026-10-04 group-b had 30 — give me the category frequencies and a base-100 series using row-1 as the base index.","exampleUseCases":[{"title":"Segment revenue share by company group","prompt":"I have monthly revenue data for two customer segments — group-a and group-b — across 12 months. Can you compute the category frequency breakdown and a base-100 series for revenue_amount using the first month as the base, so I can see how each group's share and relative growth has changed?"},{"title":"Account count trend indexed to baseline","prompt":"Here are 50 rows of customer observation records with account_count values across group-a, group-b, and group-c. Index everything to base row 0 and show me the frequency of each company group alongside the base-100 series for account_count."},{"title":"Quarterly segment performance summary","prompt":"I need to compare how our three customer segments performed in Q3 — I have 90 rows of data with revenue_amount by company group. Can you run a category frequency report and a base-100 series starting from the first row so I can benchmark each group's trajectory?"}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing how often each company_group appears in the dataset, and (2) a base-100 index series for the chosen numeric field (account_count or revenue_amount) relative to the specified base row, enabling proportional trend comparison across customer segments.","failureModes":["Missing required fields (row_id, company_group, date, account_count, revenue_amount) cause validation errors","Date strings not matching YYYY-MM-DD pattern are rejected","More than 200 rows submitted exceeds the maxItems limit and returns an error","base_index value pointing to a non-existent row index causes computation failure","Null values in the selected numeric field may produce incomplete series output","Payment failure or insufficient USDC balance prevents processing"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of customer segment observation records and need both a category frequency breakdown by company group and a base-100 indexed numeric series in a single low-cost call ($0.01 USDC). It is ideal for offline/batch analytical tasks on supplied data where no live lookup, external data enrichment, or prediction is needed — just local statistical computation on your own records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:33.747Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-category-frequencies-base-100-series-f332bec2"}