I am doing some data analysis and would like to know if I can find historical data for coinmarketcap markets page (https://coinmarketcap.com/currencies/bitcoin/#markets) where BTC volume is listed for each exchange and trading pair. So far I could not find it and I hope I could get some guidance here.

 I tried also Exchanges APIs but some exchanges who showed high volume recently (E.g. coinsuper) do not provide historical data. And trying to crawl data from individual exchanges is not infeasible for the timeframe I have

 Thanks in advance,