Kernel: Python 3 (system-wide)
!pip install python-binance
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from binance.client import Client

import pandas as pd

client = Client('3HiIRv2T0TghHPHBf6NTljzwEZvnnZOOXkiQi1EnpRabHyXmlHvVmLrSpgVL4cRc','7ViJeoMGZ7Bt6e39LYGsKBzYNSGqqlGKbW9rPhfJDos5IJAKI09aEpO4SGCDOhA3')

pair = 'ADAUSDT'

pd.DataFrame(client.get_historical_klines(pair, '1m', '30 min ago UTC'))

def getminutedata(symbol, interval, lookback):
    frame = pd.DataFrame(client.get_historical_klines(symbol, interval, lookback+' min ago UTC'))
    frame = frame.iloc[:,:6]
    frame.columns = ['Time','Open','High','Low','Close','Volume']
    frame = frame.set_index('Time')
    frame.index = pd.to_datetime(frame.index, unit='ms')
    frame = frame.astype(float)
    return frame

test = getminutedata(pair, '1m', '30')

test.Open.plot()

def strategytest(symbol,qty, entried=False):
    i = 0
    df = getminutedata(symbol,'1m','30m')
    cumulret = (df.Open.pct_change() +1).cumprod() - 1
    if not entried:
        if cumulret[-1] > 0.001:
            order = client.create_order(symbol=symbol,
                                    side='BUY', type='MARKET',
                                    quantity=qty)
            print(order)
            i += 2
            entried=True
            print('Begin')
        else:
            print('No Trade has been executed')
    if entried:
        while i > 1:
            print('1')
            df = getminutedata(symbol,'1m','30m')
            sincebuy = df.loc[df.index > pd.to_datetime(
            order['transactTime'], unit='ms')]
            if len(sincebuy) > 0:
                print('2')
                sincebuyret = (sincebuy.Open.pct_change() +1).cumprod() - 1
                if sincebuyret[-1] > 0.3:
                    order = client.create_order(symbol=symbol,
                                        side='SELL', type='MARKET',
                                       quantity=qty)
                    print(order)
                    print('Trade has been Sold')
                    
                elif sincebuyret[-1] > -0.25:
                    order = client.create_order(symbol=symbol,
                                        side='BUY', type='MARKET',
                                       quantity=qty * 2)
                    print(order)
                    print('Trade has been purchased')

strategytest('ADAUSDT', 9)