That thing about Crackers and Computer Criminals and Crypto. Just check the Computer equipment of that Crew and compare it with only my Corporate Desk, but not with my Kitchen Table.
This is not about Police here.
The Crew tried to launder money through a Crypto Mixer. The point is that they most likely, being idiots, used the same Wallet to receive and spend coins. The Mixer takes your coins and gives coins back. Because every transaction, the give and take, is recorded in the Blockchain called transaction system, it needs a different receiving wallet to be anonymous. As if that was not obvious having actually an idea of what they are doing...
The Cyberpunk Dark Sci-Fi Cred Sticks are Wallets. The Wallet in real live is a Purse, that is what is in your bud pocket and holds your credit card, bank notes, ID and change. The Crypto Wallet holds the keys to the Crypto Coins online. That means, if you give a Crypto Wallet and the password to open it to another person, that person has access to the Crypto, but his real ID name is not stored. A real world exchange of Coins is not recorded. The Wallets address is. That means, in harsh logic consequence, that if you get a Wallet of 1 million Euros in Bitcoin and someone is looking for that Wallet, they might find you instead of the one that gave it to you.
That is indeed great Dark Sci-Fi story telling material.
It would be also a secure system for many 3rd world regions, if an ID parallel system is added. That means, small cheap wallets together with IDs and a Terminal system do that:
From Doc Google:
Blockchain transactions are analyzed by extracting raw data from public ledgers and using specialized software to interpret patterns, group related wallets, and identify the entities behind them. While blockchains are "pseudonymous"—meaning names aren't attached to addresses—their inherent transparency allows for detailed tracing. [1, 2, 3, 4]
## How Transactions Are Analyzed
Analysis generally follows a structured progression to turn raw data into "on-chain intelligence": [1, 5]
* Data Collection: Raw information (wallet addresses, amounts, timestamps, and smart contract logs) is pulled directly from blockchain nodes or via APIs.
* Address Clustering: Algorithms group multiple addresses likely controlled by the same person or organization based on spending patterns (e.g., using several wallets in a single transaction).
* Entity Attribution: Analysts link these clusters to known real-world entities, such as exchanges, darknet markets, or specific businesses, using external data and "technical fingerprints".
* Risk Scoring: Machines assess transactions for "red flags," such as connections to sanctioned countries, mixers, or stolen funds, and assign a risk score.
* Visualization: Forensics tools create visual "money flow" maps, allowing investigators to manually follow funds as they hop through various wallets. [1, 2, 3, 6, 7, 8, 9]
## Who Performs the Analysis
Because most blockchains are public, anyone with an internet connection can view the ledger, but advanced analysis is typically handled by specialized groups: [10, 11]
* Law Enforcement: Agencies like the FBI use forensic software to track ransomware payments, investigate money laundering, and recover stolen assets.
* Compliance Teams: Crypto exchanges and banks use these tools to perform "Know Your Customer" (KYC) checks and ensure they aren't processing funds from sanctioned entities.
* Specialized Firms: Companies such as [Chainalysis](https://www.chainalysis.com/), [Elliptic](https://www.elliptic.co/), and [TRM Labs](https://www.trmlabs.com/) dominate the industry, providing data-heavy platforms for enterprise and government use.
* Investors & Traders: Use platforms like [Nansen](https://www.nansen.ai/) or Glassnode to track "smart money" movements, exchange inflows, and market trends.
* The General Public: Individuals can use "block explorers" (like Etherscan or Blockchain.com) or open-source community tools like Dune to query data for free. [5, 12, 13, 14, 15, 16, 17]
Would you like to see a list of the most popular free tools for beginners to start tracking wallet activity?
[1] [https://www.trmlabs.com](https://www.trmlabs.com/glossary/blockchain-analytics)
[2] [https://cambridge-intelligence.com](https://cambridge-intelligence.com/blockchain-analysis-tool-techniques/)
[3] [https://www.elliptic.co](https://www.elliptic.co/blockchain-basics/what-is-blockchain-analytics)
[4] [https://consensys.io](https://consensys.io/blog/how-is-blockchain-verifiable-by-the-public-and-yet-anonymous)
[5] [https://www.merklescience.com](https://www.merklescience.com/blog/blockchain-analytics-explained-overview-uses-and-how-does-it-work)
[6] [https://cambridge-intelligence.com](https://cambridge-intelligence.com/blockchain-analysis-tool-techniques/)
[7] [https://www.merklescience.com](https://www.merklescience.com/decoding-blockchain-forensics-interpreting-blockchain-transactions-and-data)
[8] [https://www.trmlabs.com](https://www.trmlabs.com/glossary/blockchain-analytics)
[9] [https://bitquery.io](https://bitquery.io/blog/best-blockchain-analysis-tools-and-software)
[10] [https://en.wikipedia.org](https://en.wikipedia.org/wiki/Blockchain_analysis)
[11] [https://www.dock.io](https://www.dock.io/post/public-vs-private-blockchains)
[12] [https://en.wikipedia.org](https://en.wikipedia.org/wiki/Blockchain_analysis)
[13] [https://www.merklescience.com](https://www.merklescience.com/blog/blockchain-analytics-explained-overview-uses-and-how-does-it-work)
[14] [https://lukka.tech](https://lukka.tech/blockchain-analytics-and-transaction-monitoring/)
[15] [https://tradersunion.com](https://tradersunion.com/interesting-articles/blockchain-analysis/tools/)
[16] [https://coinmarketcap.com](https://coinmarketcap.com/academy/article/20-popular-blockchain-analytics-tools-and-companies)
[17] [https://www.nansen.ai](https://www.nansen.ai/research/blockchain-analytics-the-ultimate-tool-to-understanding-crypto)
#cyberpunkcoltoure
