Cryptocurrency, Binance (Binance), Bitcoin (BTC), Ethereum (ETH), Litecoin (LTC), Dogecoin (DOGE), Shiba Inu Coin (SHIB), quantitative trading system, Huobi (Huobi), OKEx, trading strategies, quantitative strategies, automated trading.
This is a cryptocurrency quantitative trading system that utilizes Binance's trading API.
If you don't have a Binance account yet: Registration Page (register through the link to enjoy trading cashback promotions).
In this world, there is no guaranteed way to make money; quantitative trading strategies are just auxiliary tools.
Life and death are predestined, wealth comes from the heavens! The cryptocurrency market carries risks, so entering it requires caution!
Taking ETH as an example, with 5-minute candlestick data, the 5-period moving average (MA5) and the 60-period moving average (MA60) are considered:
When MA5 crosses above MA60, it's a golden cross, indicating a buy signal.
When MA5 crosses below MA60, it's a death cross, indicating a sell signal.
This is a favorable scenario where you can make some profits.
This is a scenario characterized by volatility, where losses may occur.
Adjustments to the candlestick and moving average parameters must be made based on individual circumstances.
If you don't have a Binance account yet: Registration Page (register through the link to enjoy trading cashback promotions).
Transaction fees may seem insignificant at first, but as the number of trades increases, they can become a significant expense. That's why I chose Binance, a large platform exchange with low fees.
Huobi Fees: Maker 0.2%, Taker 0.2% Binance Fees: Maker 0.1%, Taker 0.1% (With BNB holdings, fees can be as low as 0.075%) If you don't have a Binance account yet: Registration Page (register through the link to enjoy trading cashback promotions).
Python 3
1.Obtain the Binance API api_key and api_secret. Apply for an API key at: Binance API Management Page
2.Register a DingTalk custom robot webhook to push trading information to a specified DingTalk group. How to Register a DingTalk Custom Robot
3.Modify the authorization file in the app directory.
api_key='Your Binance key'
api_secret='Your Binance secret'
dingding_token = 'Your DingTalk group assistant token' # Strongly recommend using
4.Configure trading strategy information in strategyConfig.py. Set your configuration:
# Moving averages, ma_x must be greater than ma_y
ma_x = 5
ma_y = 60
# Binance
binance_market = "SPOT" # Spot market
kLine_type = '15m' # 15-minute candlestick type, you can set it to 5-minute candlestick: 5m; 1-hour: 1h; 1-day: 1d
When MA5 crosses above MA60, execute a buy order.
When MA5 crosses below MA60, execute a sell order.
You can adjust the values of ma_x and ma_y according to your preferences.
You can also adjust kLine_type to choose between 5-minute, 15-minute, 30-minute, 1-hour, or 1-day candlesticks; different candlesticks may yield different results.
5.Trading Multiple Coins Simultaneously In robot-run.py, create multiple order manager objects:
# Purchase DOGE with USDT, limited to a maximum of 100 USDT
orderManager_doge = OrderManager("USDT", 100, "DOGE", binance_market)
# Purchase ETH with USDT, limited to a maximum of 100 USDT
orderManager_eth = OrderManager("USDT", 100, "ETH", binance_market)
Add orderManager_doge and orderManager_eth to the method executed at intervals:
def binance_func():
orderManager_doge.binance_func()
time.sleep(10)
orderManager_eth.binance_func()
The program can simultaneously monitor the moving averages of DOGE and ETH and execute trades based on the strategy. You can add other coins as needed.
6.Run the Program
python robot-run.py