Trade-Based Pump-and-Dump and Profitability

■ Introduction to the paper

- Title: Trade-Based Pump-and-Dump and Profitability

- Author: EJ Lee, R Kim

- Data: Second-level order and transaction data for all stocks of the Korea Exchange (KRX) (can be identified at the account level)

- Source: SSRN Working Paper

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■ What the paper proves

- Empirical analysis of pump-and-dump stock price manipulation patterns using actual order and transaction data for all stocks on the Korea Exchange

- Identify manipulation forces on an account-by-account basis → Prove that the operation is not just a rumor, but an act that can be traced through data

- Quantifying the profitability of stock price manipulation → Identifying a structure in which manipulation is repeated because it is profitable

- Core pattern: Power buys first (pump) → induces the stock price to rise → sells (dumps) the quantity at the high point → individuals receive the quantity

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■ Evangelist Empathy: This is not an accident, it is a design

- As the paper reveals, the manipulation is not accidental. It was a planned act.

- If you look at the structure of the operation, relationships always move first.

· Before manipulation → Certain executives are replaced or new board members are appointed

· Before manipulation → Private placement CB (convertible bonds) are issued. The power's funds come in first.

· Before manipulation → The largest shareholder’s shares move quietly

- The subject of stock price manipulation is a network, not an individual.

· High-capital apex powers use lower-level companies as tools through a network of intermediate corporations and executives

· RaymondsRisk captures that this network (relationship) changes first.

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■ Why are individual investors always last?

- Financial statements record abnormal signals only after the pump ends.

- Announcements are made only when the dump begins.

- Individuals take the place where the peak power left.

- Information asymmetry is not the problem. Relationship asymmetry is a problem

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■ Why relational risk tracking is necessary

- RaymondsRisk v1.1: Analysis of all 3,109 KOSPI·KOSDAQ companies

- 85.9% of 276 suspended companies — pre-caught in relational indicators

- Executive replacement, CB issuance, share dilution → Changes in these three relationships are a leading signal of stock price manipulation

- Relational risks warn in advance of what the paper proves after the fact.

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■ Conclusion

- The operation is real. the data proves it

-Operation begins with relationships. You must read the relationship first

- The reason individual investors need to know this structure is why evangelists exist.

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■ Reference materials

- Lee & Kim, Trade-Based Pump-and-Dump and Profitability, SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4173353

- Korea Exchange (KRX): https://www.krx.co.kr

- RaymondsRisk White Paper: https://www.konnect-ai.net/whitepaper

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#relationalrisk #raymondsrisk #raymondsindex #konnectai

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■ Reference materials

- Lee & Kim, Trade-Based Pump-and-Dump and Profitability, SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4173353

- Korea Exchange (KRX): https://www.krx.co.kr

- RaymondsRisk White Paper: https://www.konnect-ai.net/whitepaper

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#relationalrisk #raymondsrisk #raymondsindex #konnectai

- The operation is real. the data proves it

-Operation begins with relationships. You must read the relationship first

- The reason individual investors need to know this structure is why evangelists exist.

 

RaymondsRisk - Relational Risk Analysis

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