I wrote an algorithm to buy cryptocurrency based on what coins Reddit talks about positively and I’ve been running it for 3 weeks, here are the results
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Reddit feels positively about Bitcoin? Let’s buy some. Reddit likes ALGO today – great let’s get some of that as well. I built an algorithm to do just that, you can see a detailed guide on how to set up your own reddit sentiment crypto trading bot here and I have been testing it for about three weeks now. Today it’s time to look at the overall performance, as well as how the bot logic has worked in general. During this testing period the bot has accumulated 20 out of the top 40 coins by Marketcap: BTC, ETH, ALGO, XLM, ADA, SOL, LINK, DOGE, MATIC, XTZ, LTC, VET, DAI, CAKE, DOT, EOS, AAVE, XMR, MKR, ATOM. The parameters I gave my crypto trading bot is to only look for keywords from the top 40 coins by marketcap, in order to stop it from buying into scams or other suspicious projects. Within 3 weeks the bot has invested in half of the top 40 coins. Looking at some of the coins that weren’t picked up by our bot tends to reveal an interesting conclusion: USDT, BUSD, BNB, USDC, UNI, Crypto.com, SHIBA. Although these are in top 40, Reddit didn’t bother talking about them, or not positively at any rate. What these coins have in common is that most of them are transactional tokens, stablecoins, or downright useless coins (looking at you SHIBA). As a Redditor myself, I’m quite proud of the result generated by the hivemind, yes DOGE is there but it doesn’t matter. Most coins picked by the trading bot with help of the Reddit sentiment are coins that I would invest into myself. For now the return on our investment doesn’t look so great. But then again, no accumulation strategy will perform well in a downtrend so this is not representative of the overall result. The outcome is relatively predictable, if the market is up, we’re up as we’re buying the actual asset and not using CFDs or futures trading. The scatter plot below helps to clear out a bit of the spaghetti that’s going on in the previous chart, for a better look at the daily performance. Overall I’m on 15% loss, but as the entire market is down, this is not indicative of the performance. The data that does get me excited is the quality of the coins bought, which means that if nothing else, this could be an automated buy and hold diversification strategy. See how you can set this up yourself to use in test mode or live mode (at your own risk). submitted by /u/CyberPunkMetalHead |
