Whale Analyzer

📚 Investment Academy & 13F Research Guides

Learn investing fundamentals, SEC 13F filings, hedge fund holdings, value investing philosophy, and portfolio analysis tools through our curated collection of in-depth articles.

📖 28 Articles 📂 4 Categories 🌐 Bilingual EN/ZH

Indices & ETFs Illustrated feature · EN / ZH

Beginner · 18 min read · English

A World in One Basket: Indices, ETFs, Returns and Risk

An illustrated guide to China, Hong Kong and US indices, with 229 catalogue entries, historical returns, CAGR and maximum drawdowns.

📖 Experience (7)

Intermediate · 15 min read

The Founder's Playbook: Building an AI-Native Startup

Reading notes on Anthropic's 36-page playbook. How AI reboots the startup lifecycle and what it means for investors evaluating AI-native companies.

AI Startup Anthropic Agentic Coding
Intermediate · 12 min read

Duan Yongping: Buying Stocks = Buying Companies

BBK founder Duan Yongping's investment philosophy distilled. From his $620K Buffett lunch to the core principle of treating stocks as businesses.

Duan Yongping Value Investing Do Right Things
Intermediate · 15 min read

Munger's Psychology of Misjudgment: 24 Mental Traps

Deep analysis of Munger's 1995 Harvard lecture. How 24 psychological biases affect investment decisions, with modern examples.

Munger Psychology Behavioral Bias
Beginner · 10 min read

Peter Lynch: Stock Picking Rules from Zero to Hero

Peter Lynch achieved 29.2% annual returns over 13 years. Why his methodology is particularly friendly to individual investors.

Peter Lynch Stock Picking Magellan Fund
Intermediate · 11 min read

Buffett's Shareholder Letters: 50 Years of Wisdom

10 key investment principles distilled from 50+ shareholder letters, paired with market context from each era.

Buffett Berkshire Shareholder Letters
Advanced · 9 min read

Howard Marks: The Art of Cycles and Risk

Even Buffett reads Howard's memos first. Understanding market cycles, assessing risk, and staying calm.

Marks Cycles Risk
Intermediate · 9 min read

Li Lu: Value Investing in China

Munger's only Chinese disciple. From Tiananmen to Wall Street, and the legendary BYD investment case.

Li Lu China BYD

🧠 Philosophy (7)

Intermediate · 32 min read

Entrepreneurship, Values, and Building Wealth

A reflection on creating value, choosing a direction, building capabilities, and managing risk so that wealth supports a life you choose.

EntrepreneurshipValue CreationLong-Term Compounding
Intermediate · 18 min read

The Underlying Logic of Investing: Entrusting Capital to Value Creators

Long-term investing is less about predicting every price move and more about choosing the people, organizations, institutions, and assets most capable of compounding value over time.

Compounding Organizational Quality Index Funds
Beginner · 9 min read

First Principles of Value Investing

Why 'buying stocks = buying companies' isn't a slogan but the mathematical foundation of value investing.

Value Investing First Principles Mr. Market
Beginner · 8 min read

Margin of Safety: Graham's Most Important Legacy

If you could learn only one concept from value investing, it's margin of safety. Explained with a bridge-building analogy.

Margin of Safety Graham Risk Control
Beginner · 7 min read

Long-termism and the Power of Compound Interest

¥10K at 15% annual return for 50 years = ¥10.83M. Time is the most powerful weapon of value investors.

Compound Interest Long-term Time Value
Intermediate · 9 min read

Contrarian Thinking: Be Greedy When Others Are Fearful

Munger says 'invert, always invert.' Data from 2008, 2020, 2022 crashes proves contrarian investing works.

Contrarian Munger Fear & Greed
Beginner · 7 min read

Circle of Competence: Admitting Ignorance Is Wisdom

Duan says 'I don't invest in pharma because I don't understand it.' Buffett avoided tech in 2000 and was vindicated.

Circle of Competence Buffett Duan Yongping

🔧 Tools (6)

Advanced · 18 min read

Serenity X Stock Mentions: Every Ticker and Thesis Through May 31, 2026

A data-driven summary of every stock Serenity mentioned on X, with first-mention prices, source links, and high-conviction active charts.

Serenity X Stock Mentions AI Supply Chain
Intermediate · 12 min read

DCF Valuation Model: A Practical Tutorial

Step-by-step DCF valuation using Apple as an example. From data gathering to valuation range, with formulas.

DCF Valuation Apple
Beginner · 10 min read

How to Read Financial Statements: Secrets of Three Reports

Income statement, balance sheet, cash flow — using Moutai's real financials to highlight the 10 most critical numbers.

Financial Statements Income Balance Sheet
Intermediate · 8 min read

A Practical SEC 13F Research Guide: From Filing to Reproducible Insight

A reproducible workflow for reading Form 13F: identify the right filing, verify period and units, separate trading from price effects, and account for amendments, splits, security classes, and disclosure limits.

Advanced · 9 min read

Portfolio Construction: Kelly Criterion and Position Sizing

Duan says '2-3 stocks is enough.' How to scientifically size positions? The Kelly Criterion provides the math.

Kelly Criterion Position Sizing Concentrated Portfolio
Intermediate · 8 min read

Porter's Five Forces: Is This Industry Worth Investing In?

Baijiu vs airlines: why the same revenue produces vastly different profits. Five Forces in practice.

Five Forces Industry Analysis Porter

📐 Fundamentals (4)