{"uid":"cap_6mEf66_V3JWMy1zdRZD16","slug":"course-outline-word-frequency-analyzer-597c8a91","name":"Course Outline Word Frequency Analyzer","description":"Course outline - Word frequencies: Word frequencies for Course outline. Supplied Markdown or plain text, up to 20,000 characters. Deterministic processing and document templates; no generative prose or fact checking. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded word frequencies deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-writing-course-outline-word-frequency?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string","default":"## Outcomes\nExample 1 content.\nTODO: review the supplied document by 2026-10-10.\n\n## Modules\nExample 2 content.\nTODO: review the supplied document by 2026-10-10.\n\n## Assessment\nExample 3 content.\nTODO: review the supplied document by 2026-10-10.","maxLength":20000}}},"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_gvoF3fwVDC7f-Jk5UfDz7","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":"Counts and returns word frequencies from a submitted course outline document (Markdown or plain text, up to 20,000 characters)","exampleAgentPrompt":"Can you count the word frequencies in my course outline? Here it is: '## Outcomes\nStudents will learn Python programming fundamentals.\n\n## Modules\nModule 1 covers variables and data types. Module 2 covers functions.\n\n## Assessment\nStudents complete a final project demonstrating Python skills.'","exampleUseCases":[{"title":"Detecting overused terms in syllabus","prompt":"I've written a course outline for my Python bootcamp and I'm worried I'm repeating certain words too much — can you run word frequency analysis on it so I can see which terms are overused? Here's the text: '## Outcomes\nStudents will learn core Python concepts. Students will build real projects.\n\n## Modules\nModule 1: Python basics. Module 2: Python functions. Module 3: Python projects.\n\n## Assessment\nStudents submit a Python project for final grading.'"},{"title":"Vocabulary balance check for curriculum writer","prompt":"I'm designing a university course outline and want to make sure my language is balanced across sections. Can you give me a word frequency breakdown for this text: '## Learning Objectives\nDevelop critical thinking and analytical skills.\n\n## Weekly Topics\nWeek 1: Introduction to sociology. Week 2: Social structures. Week 3: Cultural analysis.\n\n## Grading\nParticipation, essays, and final exam.'"},{"title":"Content audit before publishing course","prompt":"Before I publish my online course outline, I want to audit the word usage to make sure key terms appear consistently. Can you run word frequencies on this outline: '## Course Goals\nMaster data analysis using spreadsheets and SQL.\n\n## Modules\nModule 1: Spreadsheet basics. Module 2: SQL queries. Module 3: Data visualization.\n\n## Assessments\nQuizzes and a capstone data project.'"}],"resultDescription":"Returns a list or table of words and their occurrence counts extracted from the submitted course outline text, showing how frequently each term appears across the document. Output is deterministic — identical input always produces identical frequency results.","failureModes":["Text exceeding 20,000 characters will be rejected or truncated","Empty or missing text field may return an error or empty frequency map","Non-text binary content will not be parsed correctly","Heavily formatted or code-heavy Markdown may skew word counts toward syntax tokens"],"whenToPreferThis":"Choose this endpoint when you need deterministic, reproducible word frequency counts from a course outline or educational document in Markdown or plain text format. It is purpose-built for the course outline writing sector and costs only $0.01 USDC per call, making it suitable for automated batch auditing of curriculum content. Prefer this over general NLP APIs when you want a bounded, predictable output with no generative or probabilistic components.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:41.721Z","isFirstParty":false,"canonicalSlug":"course-outline-word-frequency-analyzer-597c8a91"}