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@@ -51,9 +51,9 @@ This sample contains data for the **BTC-USDT** perpetual futures contract. Each
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  ## πŸš€ Accelerate Your Research
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- Parsing raw DEX `.lz4` archives from AWS S3, fixing timestamp alignment, and dealing with memory leaks takes weeks of engineering time.
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- Download the full data and jump straight to training models, backtesting TWAP/VWAP strategies, and extracting alpha.
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  πŸ‘‰ **[Download the Full 24-Instrument Dataset at ImbalanceLabs.com](https://imbalancelabs.com/)**
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  ## πŸš€ Accelerate Your Research
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+ Building L2 depth pipelines from raw decentralized exchange feeds requires custom parsers, strict timestamp alignment, and massive compute β€” before you even start your research.
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+ Skip the heavy data engineering. Download the ready-to-use CSV datasets and jump straight to training models, backtesting TWAP/VWAP strategies, and extracting alpha.
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  πŸ‘‰ **[Download the Full 24-Instrument Dataset at ImbalanceLabs.com](https://imbalancelabs.com/)**
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