Super Data Science: ML & AI Podcast with Jon Krohn
625: Analyzing Blockchain Data and Cryptocurrencies
Nov 8, 2022
Kim Grauer, Director of Research at Chainalysis, discusses real-time economic-data analytics on blockchain, ML for predicting criminal patterns, crime investigation use cases, tools she uses daily, and the future of crypto and data science.
01:04:00
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Quick takeaways
- Blockchain data allows real-time economic analysis, aiding in crime prediction.
- Machine learning predicts criminal behavior patterns on the blockchain.
Deep dives
Key Points on Blockchain Data Analysis Opportunities
Blockchain data offers unique real-time analytics opportunities. Kim discussed her research on blockchain data, including analyses of illegal activities and global crypto adoption. She highlighted the importance of analyzing blockchain data accurately due to potential noise from massive but economically meaningless transactions. Tools like co-spending analysis and attribution help in understanding clusters and identifying wallet owners.
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