Moving average import ccxt
import pandas as pd
# Set up exchange and symbol
exchange = ccxt.binance()
symbol = 'EUR/USD'
# Set up MA parameters
short_term_ma_period = 50
long_term_ma_period = 200
# Define the bot's logic
def ma_crossover_bot(data):
# Calculate short-term and long-term MA
short_term_ma = data .rolling(window=short_term_ma_period).mean()
long_term_ma = data .rolling(window=long_term_ma_period).mean()
# Check for buy signal
if short_term_ma.iloc > long_term_ma.iloc and short_term_ma.iloc < long_term_ma.iloc :
return 'Buy'
# Check for sell signal
elif short_term_ma.iloc < long_term_ma.iloc and short_term_ma.iloc > long_term_ma.iloc :
return 'Sell'
# No signal, do nothing
else:
return 'Do Nothing'
# Set up the bot to run on each new candle
def run_bot():
data = exchange.fetch_ohlcv(symbol, timeframe='1m')
df = pd.DataFrame(data, columns= )
signal = ma_crossover_bot(df)
if signal == 'Buy':
exchange.place_order(symbol, 'buy', 0.1)
elif signal == 'Sell':
exchange.place_order(symbol, 'sell', 0.1)
# Run the bot
run_bot()
```
