데이터 분석은(는) 무엇을 하나요?
스프레드시트 데이터를 분석하고, 인사이트를 생성하며, 시각화를 만들고 Excel/CSV 데이터로 보고서를 작성합니다.
스프레드시트 데이터를 분석하고, 인사이트를 생성하며, 시각화를 만들고 Excel/CSV 데이터로 보고서를 작성합니다.
이 스킬은 Excel 및 CSV 파일과 같은 스프레드시트 데이터를 분석하여 실행 가능한 인사이트를 도출하고, 데이터 시각화를 생성하며, 종합적인 보고서를 작성할 수 있도록 설계되었습니다. 데이터 분석가, 비즈니스 사용자, 그리고 엔지니어링 팀이 복잡한 데이터셋을 빠르게 이해하고 의사 결정을 내리는 데 유용합니다. Claude Code, Cursor, Codex 등 다양한 AI 에이전트 플랫폼에서 활용할 수 있으며, 사용자는 데이터 파일을 로드하고 특정 분석 요청을 자연어로 제시하면 스킬이 자동으로 데이터를 처리하고 결과를 제공합니다. 이 스킬은 pandas, numpy와 같은 Python 라이브러리를 기반으로 데이터 집계, 패턴 탐지, 이상값 식별, 그리고 차트나 그래프 생성을 지원합니다. 또한 분석 과정을 투명하게 설명하고 재현 가능한 보고서를 생성하므로, 데이터 기반 워크플로우를 향상시키고 반복적인 데이터 작업을 자동화하는 데 강력한 도구가 됩니다.
npx skills add https://github.com/claude-office-skills/skills/tree/main/skills/data-analysisInstalled? Explore more 연구 & 데이터 분석 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
스프레드시트 데이터를 분석하고, 인사이트를 생성하며, 시각화를 만들고 Excel/CSV 데이터로 보고서를 작성합니다.
This repo contains 20 individual skills — each has its own dedicated page.
Search and analyze academic literature. Find papers, understand research methodologies, and synthesize academic findings for research projects.
Multi-platform ad copy generation for Google Ads, Meta/Facebook, TikTok, LinkedIn with A/B testing variants
Build AI agents with tools, memory, and multi-step reasoning - ChatGPT, Claude, Gemini integration patterns
Airtable database automation - views, automations, integrations, and workflow triggers
Generate complete presentations with AI - from outline to polished slides
Automate Amazon seller operations including inventory, orders, pricing, and advertising management
Create and trigger Apple Shortcuts for iOS/macOS automation and cross-platform workflows
Screen job applications against requirements and score candidates
Automate Asana project management workflows, task tracking, team collaboration, and reporting
Batch convert documents between multiple formats using a unified pipeline
Process multiple documents in bulk with parallel execution
Create and maintain brand style guides for consistent visual identity
Automate web browser interactions, scraping, testing, and workflow automation with Puppeteer/Playwright
Google Calendar and Outlook automation - scheduling optimization, meeting workflows, time blocking, and Slack/Sheets integration
Generate release notes from git commits, updates, or feature lists
Design effective data visualizations and charts. Generate chart configurations for ECharts, Chart.js, and other libraries. Create dashboards and reports.
Answer questions about PDF content, summarize, and extract information
Automate ClickUp workspace management, task workflows, time tracking, and team productivity
Conduct comprehensive company research and due diligence. Analyze business model, competitive landscape, management, and market position.
Analyze competitors systematically. Compare products, features, pricing, positioning, and market strategies. Generate comprehensive competitive intelligence reports.
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
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.