market.py

from MetaTrader5 import *
from datetime import datetime
import pandas as pd
# Initializing MT5 connection 
#MT5Initialize()
#MT5WaitForTerminal()
#
#print(MT5TerminalInfo())
#print(MT5Version())

# Copying data to pandas data frame
stockdata = pd.DataFrame()
rates = MT5CopyRatesFromPos("EURUSD", MT5_TIMEFRAME_M1, 0, 5000)
# Deinitializing MT5 connection
MT5Shutdown()

stockdata['Open'] = [y.open for y in rates]
stockdata['Close'] = [y.close for y in rates]
stockdata['High'] = [y.high for y in rates]
stockdata['Low'] = [y.low for y in rates]
stockdata['Date'] = [y.time for y in rates]

import plotly.graph_objs as go
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot

trace = go.Ohlc(x=stockdata['Date'],
                open=stockdata['Open'],
                high=stockdata['High'],
                low=stockdata['Low'],
                close=stockdata['Close'])
data = [trace]
plot(data)