python
pip install TA-Lib
python
import talib
import numpy as np
import pandas as pd
python
df = pd.read_csv(f'https://query1.finance.yahoo.com/v7/finance/download/{symbol}?period1={start_date}&period2={end_date}&interval=1d&events=history')
python
macd, signal, _ = talib.MACD(close_price)
python
import matplotlib.pyplot as plt
plt.figure(figsize=(12, 6))
plt.plot(df['Close'], label='Close Price', color='blue')
plt.plot(macd, label='MACD', color='red')
plt.plot(signal, label='Signal Line', color='green')
plt.legend()
plt.title('MACD Indicator Analysis')
plt.xlabel('Date')
plt.ylabel('Price')
plt.show()
