Data Analysis Pipeline
Raw tables to charted reports, one pipeline
Data Analysis Pipeline
Raw tables to charted reports, one pipeline
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Description
📊 From raw Excel to reports with charts, all in one pipeline—no more jumping between multiple tools. 🔁 Four-stage analytical relay (AI automatically switches analysis style—no need to manually change models): 🧹 Data cleaning: automatically handles nulls, outliers, formatting, and duplicates, outputting clean tables 🔬 Deep analysis: descriptive statistics, correlation, attribution, trends, hypothesis testing, with supporting data evidence 📈 Visualization: automatically selects optimal chart types—2–4 core charts explained in one sentence 📝 Report writing: conclusion-first, well-structured analysis reports in Chinese, with actionable recommendations 👥 Use cases: business data analysis, operational reviews, financial reports, user behavior research, academic data exploration—any scenario where you need to turn tables into insights. 💡 Default output is Markdown reports, convertible to Word/PPT. Report style automatically adjusts based on the reader's role (manager/colleague/yourself).
Related Skills
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Data Analysis & Visualization V2
From raw tables to reports with charts, this four-step pipeline runs everything in one go: data cleaning → in-depth analysis → visualization → a Chinese report that leads with conclusions. It automatically adapts to the reader’s role and can export to Word/PPT.
Ecommerce Operations Dashboard
📊 **One-sentence value**: Upload store data, and AI automatically generates an e-commerce operations dashboard with core metrics, trend charts, and operational insights. 🔍 **Core features**: - **One-click dashboard generation**: Upload data exported from any e-commerce backend, and it automatically cleans, calculates, and visualizes. - **Five key metric categories**: Traffic, conversion, sales, users, and products—covering all dimensions of operations. - **Multiple dashboard types**: Supports daily reports, live-stream dashboards, product dashboards, and user dashboards, switchable on demand. - **Smart insights engine**: Automatically identifies trend turning points and abnormal fluctuations, and generates actionable operational recommendations. - **Ready to use**: Outputs a standalone HTML dashboard that opens in your browser with a double-click—no configuration required. 🎯 **Use cases**: - 📊 **Daily/weekly report automation**: Generate a daily operations report in 1 minute every day—no more manual spreadsheets. - 📈 **Sales event review**: After 618 or Double 11, generate a full-dimensional review dashboard with one click. - 🛍️ **Multi-platform management**: Unified dashboards for data from Taobao, JD.com, Douyin, and Pinduoduo. - 🎯 **Operations decisions**: Use data to drive product selection, pricing, and campaign strategy adjustments. - 📱 **Live-stream review**: Generate GPM, engagement rate, and conversion funnel from live session data with one click. 👩💼 **Who it's for**: E-commerce operators, store managers, data analysts, live-stream operators, and e-commerce entrepreneurs—anyone who needs to quickly understand their store's performance.
Research Report Generator
📝 Value in one sentence: Enter a topic or upload materials, and AI handles the entire process from organizing sources to drafting. 🔍 Core features: Smart source integration: Upload multiple documents and AI automatically extracts key viewpoints, critical data, and representative cases, while removing duplicates and flagging conflicts. Automatic outline generation: Based on the topic or source content, it creates a logically clear and well-structured article outline. One-click draft writing: Generates content section by section according to the outline, with every data point and case study source-tagged and traceable. Five writing styles: Supports formal reports, WeChat articles, Xiaohongshu notes, academic papers, and business briefings. Transparent citations: Every figure and viewpoint is marked with its source—no fabrication or invention. Automated content workflow: Source parsing → viewpoint extraction → outline generation → writing in five styles. 🎯 Use cases: 📊 Industry research: Enter "Humanoid Robot Industry 2026" to generate a draft analysis report with data and case studies. 📝 Content creation: Upload 3 related articles to combine into an in-depth WeChat article. 📚 Academic writing: Upload multiple paper abstracts to create a literature review draft. 📋 Competitor analysis: Upload several competitor documents to instantly generate a comparative analysis report. 🧠 Personal learning: Enter a new-domain topic to quickly generate a knowledge overview. 💼 Business decisions: Input business data and background information to produce a decision brief for the CEO. 👩💼 Who it's for: Researchers, analysts, content creators, product managers, students, and consultants—anyone who needs to quickly produce high-quality first drafts.
Information
- Version
- v2
- Last updated
- Runtime credits
- Usage-based
- Models
- Auto
