{"uid":"cap_TQIGqK6MzEvvmGlKwSk63","slug":"feedback-theme-labelled-jsonl-export-4289a9db","name":"Feedback Theme Labelled JSONL Export","description":"Feedback theme - Labelled JSONL export: Labelled JSONL export for Feedback theme. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded labelled jsonl export deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-feedback-theme-jsonl-export?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"records":{"type":"array","items":{"type":"object","required":["id","text","actual"],"properties":{"id":{"type":"string","default":"","maxLength":80,"minLength":1},"text":{"type":"string","default":"","maxLength":1000},"actual":{"enum":["quality","price","delivery","support"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"quality sample document number 0 for this supplied dataset.","actual":"quality"},{"id":"example-0-1","text":"quality sample document number 1 for this supplied dataset.","actual":"quality"},{"id":"example-0-2","text":"quality sample document number 2 for this supplied dataset.","actual":"quality"},{"id":"example-1-0","text":"price sample document number 0 for this supplied dataset.","actual":"price"},{"id":"example-1-1","text":"price sample document number 1 for this supplied dataset.","actual":"price"},{"id":"example-1-2","text":"price sample document number 2 for this supplied dataset.","actual":"price"},{"id":"example-2-0","text":"delivery sample document number 0 for this supplied dataset.","actual":"delivery"},{"id":"example-2-1","text":"delivery sample document number 1 for this supplied dataset.","actual":"delivery"},{"id":"example-2-2","text":"delivery sample document number 2 for this supplied dataset.","actual":"delivery"},{"id":"example-3-0","text":"support sample document number 0 for this supplied dataset.","actual":"support"},{"id":"example-3-1","text":"support sample document number 1 for this supplied dataset.","actual":"support"},{"id":"example-3-2","text":"support sample document number 2 for this supplied dataset.","actual":"support"}],"maxItems":200,"minItems":2}}},"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_Aq4P7jYmZ_RCeP5gpvZUB","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":"Exports up to 200 labelled customer feedback text records as a JSONL file, with each record tagged by feedback theme (quality, price, delivery, or support), for local ML evaluation and naive-Bayes baseline training.","exampleAgentPrompt":"Can you export my labelled customer feedback records as a JSONL file? I have about 50 records each tagged with one of these themes — quality, price, delivery, or support — and I need the dataset for training a naive-Bayes classifier locally.","exampleUseCases":[{"title":"Baseline classifier training dataset","prompt":"I have 120 customer reviews already labelled as quality, price, delivery, or support — can you export them as a labelled JSONL file so I can train a simple naive-Bayes text classifier on my laptop?"},{"title":"Feedback model evaluation set","prompt":"I need to evaluate my feedback topic classifier against some ground-truth data. Can you package up these 80 labelled feedback records — marked as quality, price, delivery, or support — into a JSONL export for me?"},{"title":"Themed feedback dataset for local analysis","prompt":"We've tagged 200 customer support messages with themes like quality, price, delivery, and support — export them as a labelled JSONL file so our data science team can run local experiments."}],"resultDescription":"A bounded JSONL export containing up to 200 labelled text records, each with an ID, the original feedback text, and its assigned theme label (one of: quality, price, delivery, support). Suitable for local dataset tooling, classifier evaluation, and small naive-Bayes baseline training. No hosted model or foundation-model training is included.","failureModes":["Fewer than 2 records submitted — minimum input requirement not met","More than 200 records submitted — exceeds maximum items limit","Missing required fields (id, text, or actual) on any record — validation error","Invalid theme label used outside enum values (quality, price, delivery, support)","Record ID or text exceeds maximum length constraints","Payment not processed — x402 payment failure blocks response"],"whenToPreferThis":"Choose this endpoint when you need a compact, labelled JSONL export of customer feedback data categorized into exactly four themes (quality, price, delivery, support) for local ML workflows — particularly for naive-Bayes baseline training or classifier evaluation on datasets up to 200 records. It is not suitable for hosted model training, foundation model fine-tuning, or datasets exceeding 200 records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:37.828Z","isFirstParty":false,"canonicalSlug":"feedback-theme-labelled-jsonl-export-4289a9db"}