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For bots, historical data matters more than people think…

For bots, historical data matters more than people think. That’s where most APIs fall short — CMC is actually decent there

I’ve been experimenting with a small crypto trading bot and one thing I underestimated was how important good data is.



Initially tried scraping + a couple free APIs… didn’t go well.



Switched to CoinMarketCap API and it’s been way more reliable so far.



Main things I’m using:



real-time price quotes

historical data for strategy testing

exchange + market pair data



Data updates are pretty frequent (around every minute), which is decent for most strategies.



Also nice that it aggregates data from a ton of exchanges, so you’re not relying on a single source.



Still figuring out:



best way to structure backtesting

whether to combine it with another API for redundancy



What are you guys using for trading bots? Single API or multiple?
#cryptocurrency
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