Candle stick chart Plotly

candlestick.py

import yfinance as yf
import pandas as pd
import plotly.graph_objs as go

# download 5 year crypto prices from Yahoo Finance
df = yf.download(tickers='BTC-USD', period = '5y', interval = '1d')

# compute moving averages
df['MA100'] = df.Close.rolling(100).mean()
df['MA50'] = df.Close.rolling(50).mean()
df['MA20'] = df.Close.rolling(20).mean()

# Plotly candlestick chart
fig = go.Figure(data=
                [go.Candlestick(x=df.index,
                                open=df.Open, 
                                high=df.High,
                                low=df.Low,
                                close=df.Close,
                                name=f'{select_token}'), 
                go.Scatter(x=df.index, y=df.MA20, 
                            line=dict(color='yellow',width=1),name='MA20'),
                go.Scatter(x=df.index, y=df.MA50, 
                            line=dict(color='green',width=1),name='MA50'),
                go.Scatter(x=df.index, y=df.MA100, 
                            line=dict(color='red',width=1),name='MA100')])
    
fig.update_layout(go.Layout(xaxis = {'showgrid': False},
                  yaxis = {'showgrid': False}),
                  title=f'{dic1[select_token]} Price Fluctuation with Moving Averages',
                    yaxis_title=f'Price ({select_fiat})', 
                    xaxis_rangeslider_visible=False)

fig.show()