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bytedance/data-analysis

사용자가 Excel(.xlsx/.xls) 또는 CSV 파일을 업로드하고 데이터 분석, 통계 생성, 요약, 피벗 테이블, SQL 쿼리 또는 구조화된 데이터 탐색을 원할 때 이 스킬을 사용하세요. 다중 시트 Excel 통합 문서, 집계, 필터링, 조인 및 CSV/JSON/Markdown으로 결과 내보내기를 지원합니다.

data-analysis란 무엇인가요?

bytedance/data-analysis 스킬은 사용자가 업로드한 Excel (.xlsx/.xls) 또는 CSV 파일에 대한 포괄적인 데이터 분석 기능을 제공합니다. 주요 기능으로는 데이터 통계 생성, 요약, 피벗 테이블 생성, SQL 쿼리 실행, 그리고 구조화된 데이터 탐색이 포함됩니다. 이 스킬은 다중 시트 Excel 통합 문서를 지원하며, 데이터 집계, 필터링, 테이블 간 조인과 같은 고급 작업을 수행할 수 있습니다. 분석 결과는 CSV, JSON, 또는 Markdown 형식으로 내보낼 수 있어 데이터를 다른 도구나 문서와 쉽게 통합할 수 있습니다. AI 에이전트와 개발자에게 유용하며, 데이터 분석 워크플로우를 자동화하고 비전문가도 복잡한 데이터 조작을 쉽게 할 수 있도록 설계되었습니다. Claude, Cursor, Codex 등 주요 AI 플랫폼에서 사용 가능하며, SKILL.md 문서에 상세한 사용법이 안내되어 있습니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/bytedance/deer-flow/tree/main/skills/data-analysis

Installed? Explore more 연구 & 데이터 분석 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →

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이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

문서

data-analysis은(는) 무엇을 하나요?

사용자가 Excel (.xlsx/.xls) 또는 CSV 파일을 업로드하고 데이터 분석, 통계 생성, 요약, 피벗 테이블, SQL 쿼리 또는 구조화된 데이터 탐색을 원할 때 이 스킬을 사용하세요. 다중 시트 Excel 통합 문서, 집계, 필터링, 조인 및 CSV/JSON/Markdown으로 결과 내보내기 지원합니다.

기능

  • 파일 로드: .xlsx, .xls, .csv 파일 지원
  • 데이터 미리보기: 처음 몇 행을 표시하여 데이터 구조 파악
  • 통계 요약: 평균, 중앙값, 표준편차 등 기본 통계 계산
  • 피벗 테이블: 사용자 지정 행/열/값으로 데이터 요약
  • SQL 쿼리: SQLite 구문을 사용한 데이터 질의
  • 데이터 변환: 필터링, 정렬, 열 추가/제거
  • 내보내기: 결과를 CSV, JSON, Markdown 형식으로 저장

사용 방법

  1. 사용자가 데이터 파일을 업로드합니다.
  2. 스킬이 자동으로 파일을 감지하고 로드합니다.
  3. 데이터 분석 요청을 처리합니다 (예: "가장 높은 매출을 보인 제품은?", "평균 연령 계산", "부서별 요약").
  4. 결과를 표나 가독성 있는 형식으로 표시합니다.
  5. 필요한 경우 결과를 지정된 형식으로 내보냅니다.

예시

  • "sales.xlsx 파일을 분석해 주세요. 월별 총 판매량과 평균 가격을 보여주세요."
  • "CSV 데이터에서 'region' 열로 그룹화하고 'revenue' 합계를 계산하세요."
  • "마지막 30일 동안의 데이터만 필터링하고 JSON으로 내보내세요."

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

academic-paper-review

Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".

bootstrap

Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger when the user wants to create, set up, or initialize their AI partner's identity — e.g., "create my SOUL.md", "bootstrap my agent", "set up my AI partner", "define who you are", "let's do onboarding", "personalize this AI", "make you mine", or when a SOUL.md is missing. Also trigger for updates: "update my SOUL.md", "change my AI's personality", "tweak the soul".

bytedance/academic-paper-review

Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".

bytedance/chart-visualization

This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, and generates a chart image using a JavaScript script.

bytedance/claude-to-deerflow

Interact with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants to send messages or questions to DeerFlow for research/analysis, start a DeerFlow conversation thread, check DeerFlow status or health, list available models/skills/agents in DeerFlow, manage DeerFlow memory, upload files to DeerFlow threads, or delegate complex research tasks to DeerFlow. Also use when the user mentions deerflow, deer flow, or wants to run a deep research task that DeerFlow can handle.

bytedance/consulting-analysis

Use this skill when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial analysis, industry research, competitive intelligence, investment due diligence, or any consulting-grade analytical report. This skill operates in two phases — (1) generating a structured analysis framework with chapter skeleton, data query requirements, and analysis logic, and (2) after data collection by other skills, producing the final consulting-grade report with structured narratives, embedded charts, and strategic insights.

bytedance/deep-research

Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks. Provides systematic multi-angle research methodology instead of single superficial searches. Use this proactively when the user's question needs online information.

bytedance/find-skills

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

bytedance/frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

bytedance/github-deep-research

Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces structured markdown reports with executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. Triggers on Github repository URL or open source projects.

bytedance/image-generation

Use this skill when the user requests to generate, create, imagine, or visualize images including characters, scenes, products, or any visual content. Supports structured prompts and reference images for guided generation.

bytedance/podcast-generation

Use this skill when the user requests to generate, create, or produce podcasts from text content. Converts written content into a two-host conversational podcast audio format with natural dialogue.

bytedance/ppt-generation

Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file.

bytedance/skill-creator

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

bytedance/surprise-me

Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says "surprise me" or any request expressing a desire for an unexpected creative showcase. Also triggers when the user is bored, wants inspiration, or asks for "something interesting".

bytedance/vercel-deploy

Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and give me the link", or "Push this live". No authentication required - returns preview URL and claimable deployment link.

bytedance/video-generation

Use this skill when the user requests to generate, create, or imagine videos. Supports structured prompts and reference image for guided generation.

bytedance/web-design-guidelines

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

chart-visualization

This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, and generates a chart image using a JavaScript script.

claude-to-deerflow

Interact with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants to send messages or questions to DeerFlow for research/analysis, start a DeerFlow conversation thread, check DeerFlow status or health, list available models/skills/agents in DeerFlow, manage DeerFlow memory, upload files to DeerFlow threads, or delegate complex research tasks to DeerFlow. Also use when the user mentions deerflow, deer flow, or wants to run a deep research task that DeerFlow can handle.

관련 스킬

affaan-m/uspto-database

USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.

community

affaan-m/scholar-evaluation

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

community

affaan-m/literature-review

Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.

community

affaan-m/everything-claude-code

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

community

forrestchang/andrej-karpathy-skills

Agent skill repository discovered by 10x-chat research.

community

langgenius/backend-code-review

Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.

community
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