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 ![BlockDB Banner](https://huggingface.co/datasets/BlockDB/Raw-Blocks-Ethereum-And-EVM-Cryptocurrency-Data/resolve/main/assets/banner.jpg)
 
 # BlockDB - Quality DeFi Data for AI Teams  
+### **Verifiable. Real-time. Complete.**  
 
- **Verifiable. Real-time. Complete.**  
+We deliver institutional-grade DeFi datasets engineered for machine learning, AI pipelines, and financial research. Every record is lineage-verified and schema-stable, ensuring your models train on clean, reproducible, and trustworthy data. 
 
-We deliver institutional-grade DeFi datasets engineered for machine learning, AI pipelines, and financial research. Every record is lineage-verified and schema-stable, ensuring your models train on clean, reproducible, and trustworthy data.
+## **Samples on Hugging Face**
+The datasets published here are **small samples** of our production datasets, provided for evaluation, testing and interoperability checks  
+For **full historical data, real-time streaming, or EOD exports**, please contact us:
 
-## 🔹 What We Offer
-- **On-chain coverage** across major EVM chains  
-- **Tick-level resolution** of swaps, liquidity, and volume  
-- **Proof-of-derivation**: every row hash-linked to raw on-chain events  
-- **Stable schemas & versioning** for long-term model reproducibility  
-- **Historical datasets** back to chain genesis  
-- **AI-ready tooling** via our **Machine-Context Protocol (MCP)** for slicing, schema access, and lineage proofs  
-
-## 🔹 Getting Started  
-
-1. **Explore our datasets** > [data.blockdb.io](https://data.blockdb.io)  
-2. **Request a free 1,000-row sample**  
-3. **Book a short solution-design call** > [support@blockdb.io](mailto:support@blockdb.io)  
+📧 support@blockdb.io
+🌐 https://www.blockdb.io