import bn import pandas as pd import mplfinance as mpf import datetime as dt def binanceDataFrame(klines): df = pd.DataFrame(klines.reshape(-1,12),dtype=float, columns = ('Open Time', 'Open', 'High', 'Low', 'Close', 'Volume', 'Close time', 'Quote asset volume', 'Number of trades', 'Taker buy base asset volume', 'Taker buy quote asset volume', 'Ignore')) df['Open Time'] = pd.to_datetime(df['Open Time'], unit='ms') return df klines = bn.klines('BTCUSDT', '1h') df = pd.DataFrame(klines,dtype=float) df.columns = ['Open time', 'Open', 'High', 'Low', 'Close', 'Volume', 'ctime', 'Quote asset volume', 'Number of trades', 'Taker buy base asset volume', 'Taker buy quote asset volume', 'Can be ignored'] df.index = [dt.datetime.fromtimestamp(x/1000.0) for x in df.ctime] mpf.plot(df, type='line')