# -*- coding: utf-8 -*-

"""

Created on Fri Nov 27 08:09:11 2020

@author: Tin

"""

# Plot Area Chart

import matplotlib.pyplot as plt

import pandas as pd

pd.set_option('max_columns', None) # To show all columns

import yfinance as yf

yf.pdr_override()

# input

symbol = 'AAPL'

start = '2019-01-01'

end = '2020-01-01'

# dataframe

data = yf.download(symbol,start,end)

print('Plot Histogram Chart')

plt.figure(figsize=(12,8))

data['Adj Close'].plot.area()

plt.title("Stock Area Chart")

plt.xlabel("Date")

plt.ylabel("Price")

plt.show()

data[['Open','High','Low','Adj Close']].plot.area(stacked=False)

plt.title("Stock Area Chart")

plt.xlabel("Date")

plt.ylabel("Price")

plt.legend(loc='best')

plt.show()