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Seven Crypto Exchanges, One Normalized Schema: The Ugly Truth in 700 Lines of Python

Ever wondered why 'just call the APIs' turns into a nightmare for crypto traders? One dev cracked seven exchanges' quirky feeds into a single, clean schema—with brutal honesty on the winners and losers.

Python code unifying APIs from seven crypto exchanges into normalized schema

⚡ Key Takeaways

  • OKX's per-symbol funding calls turn simple scans into 8-second parallel nightmares. 𝕏
  • Bitget and MEXC shine with true bulk endpoints; Binance close behind. 𝕏
  • Crypto APIs echo 90s stock feeds—unified schemas are the future fix. 𝕏
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Originally reported by Dev.to

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