Pulling all Bitstamp Historical Data
In this follow up article, we will extend what we
previously did in Python, which was retrieving all available Bitstamp trading pairs information and saving to CSV. Now we will use these symbols (that are enabled for trading) to pull all historical OHLCV (which stands for Open-High-Low-Close-Volume) data for that symbol. Running this code for BTC/USD returned data all the way back to
2011! Once it has retrieved the data from the Bitstamp API, this script will write a CSV file for that data set. At the time of this writing, there were 177 unique cryptocurrency pairs available for trading at Bitstamp; so expect 177 individual files on completion. You can always use your own symbol list to download pairs you are interested in. If you want to create your own list, please remember that Bitstamp's API wants the symbols in lowercase. So for example, "BTC/EUR" would be passed to API as "btceur". Feel free to customize to your purpose; and please email us if you have a tweak that would benefit you to see. As always for our code content, we comment every line of code so you have a good understanding of what each line is doing.
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THE PERFORMANCE OF TRADING SYSTEMS IS BASED ON THE USE OF COMPUTERIZED SYSTEM LOGIC. IT IS HYPOTHETICAL.
PLEASE NOTE THE FOLLOWING DISCLAIMER.
CFTC RULE 4.41: HYPOTHETICAL OR SIMULATED PERFORMANCE RESULTS HAVE CERTAIN LIMITATIONS. UNLIKE AN ACTUAL
PERFORMANCE RECORD, SIMULATED RESULTS DO NOT REPRESENT ACTUAL TRADING. ALSO, SINCE THE TRADES HAVE NOT BEEN
EXECUTED, THE RESULTS MAY HAVE UNDER-OR-OVER COMPENSATED FOR THE IMPACT, IF ANY, OF CERTAIN MARKET FACTORS,
SUCH AS LACK OF LIQUIDITY. SIMULATED TRADING PROGRAMS IN GENERAL ARE ALSO SUBJECT TO THE FACT THAT THEY ARE
DESIGNED WITH THE BENEFIT OF HINDSIGHT. NO REPRESENTATION IS BEING MADE THAT ANY ACCOUNT WILL OR IS LIKELY
TO ACHIEVE PROFIT OR LOSSES SIMILAR TO THOSE SHOWN. U.S. GOVERNMENT REQUIRED DISCLAIMER: COMMODITY FUTURES
TRADING COMMISSION. FUTURES AND OPTIONS TRADING HAS LARGE POTENTIAL REWARDS, BUT ALSO LARGE POTENTIAL RISK.
YOU MUST BE AWARE OF THE RISKS AND BE WILLING TO ACCEPT THEM IN ORDER TO INVEST IN THE FUTURES AND OPTIONS MARKETS.
DON’T TRADE WITH MONEY YOU CAN’T AFFORD TO LOSE. THIS IS NEITHER A SOLICITATION NOR AN OFFER TO BUY/SELL FUTURES
OR OPTIONS. NO REPRESENTATION IS BEING MADE THAT ANY ACCOUNT WILL OR IS LIKELY TO ACHIEVE PROFITS OR LOSSES
SIMILAR TO THOSE DISCUSSED ON THIS WEBSITE. THE PAST PERFORMANCE OF ANY TRADING SYSTEM OR METHODOLOGY IS NOT
NECESSARILY INDICATIVE OF FUTURE RESULTS.